Drugs, Health Technologies, Health Systems

Health Technology Review

Disease-Modifying Therapies for Metabolic Dysfunction–Associated Steatohepatitis

Metabolic dysfunction–associated steatohepatitis (MASH) is an increasingly prevalent liver disease in Canada. While MASH is traditionally managed with lifestyle modifications, the conditional regulatory approval of the first disease-modifying therapy in December 2025 marks a potential change in the treatment landscape. This development creates opportunities to assess the readiness of health systems for the potential adoption of disease-modifying therapies. This report outlines how the potential introduction of disease-modifying therapies into clinical care creates a timely opportunity to enhance coordinated screening, standardized care pathways, education, and equitable access.

Key Messages

What Is the Issue?

What Did We Do?

What Did Canada’s Drug Agency Find?

The introduction of DMTs into clinical care for MASH in Canada may increase pressure on existing health care systems. Evidence and insights shared from clinical providers and patients on the MASH care pathway highlight areas that may constrain care integration and the uptake of DMTs.

What Does This Mean?

The report highlights system-level opportunities to improve how MASH is identified and managed in Canada as new DMTs emerge. Strengthening MASH care would require greater coordination. Processes could be standardized and consolidated to prepare for rising demand. Evidence and engagement feedback point to a few high-level priorities, including:

Abbreviations

AASLD

American Association for the Study of Liver Diseases

AI

artificial intelligence

BMI

body mass index

CDA-AMC

Canada’s Drug Agency

CPG

clinical practice guideline

CVD

cardiovascular disease

DMT

disease-modifying therapy

EASD

European Association for the Study of Diabetes

EASL

European Association for the Study of the Liver

EASO

European Association for the Study of Obesity

ELF

Enhanced Liver Fibrosis

FIB-4

Fibrosis-4

GLP-1

glucagon-like peptide-1

MASH

metabolic dysfunction–associated steatohepatitis

MASLD

metabolic dysfunction–associated steatotic liver disease

MRE

magnetic resonance elastography

NIT

noninvasive test

PCP

primary care provider

PDFF

proton density fat fraction

RA

receptor agonist

SWE

shear wave elastography

T2DM

type 2 diabetes mellitus

THR-beta

thyroid hormone receptor–beta

VCTE

vibration-controlled transient elastography

Approach

Context

Defining Metabolic Dysfunction–Associated Steatohepatitis and Metabolic Dysfunction–Associated Steatotic Liver Disease

Metabolic dysfunction–associated steatohepatitis (MASH) is an advanced stage of metabolic dysfunction–associated steatotic liver disease (MASLD). It is characterized by cellular-level tissue changes, including hepatocellular ballooning (swollen, damaged liver cells) and lobular inflammation (cellular damage within specific liver structures).1

MASLD, the broader condition, is defined by fat accumulation on the liver (steatosis) in combination with 1 or more cardiometabolic risk factors (i.e., obesity, type 2 diabetes mellitus [T2DM], dyslipidemia, or hypertension) and the absence of harmful alcohol intake.2,3 MASLD can progress to advanced stages without ever developing into MASH.

The terms MASH and MASLD were recently introduced to replace nonalcoholic steatohepatitis (NASH) and nonalcoholic fatty liver disease (NAFLD) to better reflect the underlying role of metabolic dysfunction, avoid stigmatizing language, and provide clearer, more clinically meaningful definitions.4 A detailed overview of the updated nomenclature and diagnostic criteria is provided in Appendix 1, Table 4. The term lean is added to MASH and MASLD when these conditions occur in individuals with healthy body weights who develop the disease.5,6 Excess weight is not required for diagnosis, but patients without excess weight may represent a distinct population.7

If left untreated, MASH and MASLD can progress to fibrosis (liver scarring), cirrhosis (advanced liver scarring), portal hypertension (elevated pressure in the portal vein), decompensated cirrhosis (advanced cirrhosis), and hepatocellular carcinoma (liver cancer), each associated with progressively worse outcomes and higher mortality risk. This progression is illustrated in Figure 1.8-10

Figure 1: The Progressive Nature of MASLD — Liver Changes and the Potential Development of MASH, Cirrhosis, and Liver Cancer

Diagram of progressive liver disease showing a healthy liver progressing to MASLD, then MASH, and finally cirrhosis. A bidirectional arrow indicates that stages can both progress and regress.

MASH = metabolic dysfunction–associated steatohepatitis; MASLD = metabolic dysfunction–associated steatotic liver disease.

Source of icon: Icon Vectors by Vecteezy (https://www.vecteezy.com/free-vector/icons).

Scope and Impact of Disease

MASH increases liver cancer risk and is a primary reason for adult liver transplant worldwide.2,11-13 In Canada, it represents approximately 25.5% of MASLD cases, affecting an estimated 6.0% of the population.14,15 MASLD is the most common liver disease in Canada, affecting more than 1 in 5 people (about 22.2% of the population) and its prevalence is projected to increase by 20% (to approximately 26.6%) between 2019 and 2030.14,15

Populations at Risk for MASH

MASH is a multisystemic disease linked to metabolic dysfunctions such as insulin resistance, impaired glucose regulation, abnormal lipid metabolism, and inflammation.16 It frequently co-occurs with other metabolic conditions such as obesity and T2DM.2,11,17 Of all individuals who have T2DM, who represent almost 10% of the population, up to 70% also have MASLD.12,18-20

Several clinical factors are associated with a higher risk of developing MASH and MASLD, as illustrated in Figure 2, including:21-25

Figure 2: Common Clinical Risk Factors for MASH and MASLD

Six icons showing common clinical MASH risk factors: obesity, type 2 diabetes, high blood pressure, dyslipidemia, family history/ethnicity, and older age.

MASH = metabolic dysfunction–associated steatohepatitis; MASLD = metabolic dysfunction–associated steatotic liver disease.

Beyond these metabolic risk factors,2,17 several systemic conditions have also been linked with MASH, including cardiovascular disease (CVD), chronic kidney disease, cognitive impairment, and colorectal, breast, and pancreatic cancers.16,26 Figure 3 depicts the interconnected multisystemic spectrum of MASH.

Figure 3: High-Level Multisystemic Connections in MASH — Metabolic, Inflammatory, and Endocrine Interactions

A person with body systems labelled around them: neurologic, vascular, cardiovascular, oncologic, hepatic, pancreatic, renal, and musculoskeletal. This illustrates the range of systems affected or monitored in the context of MASH and related health conditions

MASH = metabolic dysfunction–associated steatohepatitis.

The burden of MASH and MASLD varies across populations. Global and national evidence shows higher prevalence among Hispanic, Latino, and some Asian populations, including individuals at risk for lean MASLD and lean MASH.27,28 MASH is reported to disproportionately affect communities with higher rates of poverty and food insecurity.29-34 These structural barriers may also leave people with lower incomes, immigrant populations, and racialized groups at greater risk of undetected disease.34,35 Further details on risk factors are outlined in Appendix 2. This underscores the diversity of clinical presentation relevant to system-level identification and response in Canada.

The annual cost of managing MASH and MASLD in Canada was estimated at $3.76 billion in 2020.36 Costs were largely driven by the treatment of comorbid conditions.36 Costs climb as liver damage worsens, and with obesity and T2DM increasing, health spending is expected to increase unless early detection and prevention efforts expand.36

Available Treatments for MASH

Current management of MASH focuses on lifestyle modifications, weight loss, and pharmacologic treatment of associated comorbidities. In advanced stages, surgical options may include bariatric surgery (because it has been associated with sustained weight loss and potential improvements in steatohepatitis and fibrosis) and liver transplant for end-stage disease. Figure 4 illustrates the current spectrum of treatment approaches for MASH. Emerging disease-modifying therapies (DMTs), including glucagon-like peptide-1 (GLP-1) receptor agonists (RAs) and thyroid hormone receptor (THR)–beta agonists, aim to target underlying disease mechanisms and promote fibrosis regression in people with MASH or MASLD.37,38 In December 2025, Health Canada approved the first pharmacologic therapy for patients with MASH, a GLP-1 RA.39

Figure 4: Current Treatment Options for MASH in Canada

Three treatment options exist for MASH: lifestyle and health behavioural changes; emerging pharmacologic treatments; and more invasive options for advanced disease, such as bariatric surgery and liver transplant.

MASH = metabolic dysfunction–associated steatohepatitis.

The introduction of DMTs into clinical care could have important implications for health systems, as DMTs may require expanded capacity for diagnosis, monitoring, and coordinated clinical follow-up to support their appropriate and equitable use. Considerations related to access and coverage would also influence how these therapies would be integrated into care.

MASH and Health System Readiness

MASH is progressive, common, and increasingly treatable. The potential introduction of DMTs into clinical care presents an opportunity to assess the readiness of health systems for their adoption. This report presents evidence along the patient care pathway and identifies system-level opportunities to support earlier detection, coordinated care, and sustainable integration of emerging therapies.

Objectives

This report assesses the readiness of health care systems in Canada for the introduction of pharmacologic DMTs for MASH.

We summarize the current patient pathway for MASH to:

Methods

A mixed-evidence approach was used to inform this assessment, drawing on systematic searches of the literature, targeted consultations with clinical experts, engagement with people with lived and living experience of MASH, and contextual knowledge shared by members of Indigenous communities.

Literature Search

An information specialist conducted targeted literature searches, balancing comprehensiveness with relevance, of multiple sources (including grey literature). Two searches were completed for:

Health system readiness literature was reviewed for relevance and used to describe current care pathways, disease risk factors, available and emerging treatments, and equity considerations. Regular alerts updated the database literature searches until the final draft of the report. Detailed methods are provided in Appendix 3.

Evidence on the diagnostic accuracy of noninvasive tests was sought to inform a broad understanding of existing and recommended tools and their ability to detect MASH. Rapid review methods were used to identify, review, and extract information from systematic reviews considered by the team from Canada’s Drug Agency (CDA-AMC) to be of moderate to high methodological quality. The results were supplemented with input from clinical experts on tools currently used in Canada. Detailed methods for the rapid review are provided in Appendix 4, with full results provided in Appendix 5.

Engagement With Clinicians, Patients, Carers, and Indigenous Communities

To complement published literature, CDA-AMC engaged clinical experts, individuals living with MASH, carers, patient group representatives, and Indigenous people. These participants provided contextual insights in the following areas:

Clinician Engagement

Consultations with clinicians were conducted between August and October 2025 with 6 clinicians from the specialties of gastroenterology and hepatology (2), diagnostic pathology (1), endocrinology (1), radiology (1), and primary care (1). The clinicians were from Nova Scotia (1), Ontario (2), Alberta (1), and British Columbia (2).

Patient Engagement

We engaged people living with MASH and patient group representatives to capture lived experiences with MASH care, including perspectives on current and future patient pathways, treatment acceptability, accessibility, and equity considerations. Outreach activities included:

A total of 6 individuals participated in this engagement activity: 4 people with lived experience of MASH and 2 patient group representatives (1 of whom also had lived experience). Participants lived in Newfoundland and Labrador (1), Ontario (3), and Alberta (2). Engagement questions explored participants’ experiences with accessing health care providers, diagnostic services, and currently available treatments as well as care pathway and treatment expectations for the potential adoption of DMTs in MASH care.

Engagement With Indigenous Communities

Historical and ongoing colonial policies underpin inequities in infrastructure and resource distribution and availability, which may contribute to a disproportionate impact of MASH in First Nations, Inuit, and Métis populations. Confirming the prevalence of MASH and the impact on communities through published scientific studies may not be feasible or appropriate.40 The lived experience and insights of individuals in Indigenous communities provides contextualized knowledge that reaches beyond colonial scientific measures.41 This knowledge is highly important and can help inform decisions and actions.42 Research involving Indigenous Peoples must be guided by relevant frameworks such as:43-45

Recognizing these considerations, CDA-AMC contracted an external consultant to engage patients living with MASH and report on findings with an Indigenous lens. The consultant contacted participants, developed questions, and organized and facilitated the sessions. A member of the team at CDA-AMC attended the sessions and provided context based on an overview of MASH and the organization’s work.

CDA-AMC and Indigenous-led engagement approaches are reported according to the Guidance for Reporting Involvement of Patient and the Public (version 2) short-form (GRIPP2-SF) check list46 available in Table 13, Appendix 6. The summary of inputs from both engagement activities are available on the project web page.

Dashboard Using Real-World Evidence

Purpose

CDA-AMC created the interactive Metabolic Dysfunction–Associated Steatohepatitis (MASH) System Readiness dashboard to complement this report and provide detailed, up-to-date decision support information for health system planning. This dashboard allows users to explore trends and visualize insights to inform planning, prioritization, and resource allocation.

Scope

The dashboard consolidates publicly available, real-world data on factors relevant to readiness for the potential introduction of MASH DMTs, including:

Additionally, at an international level, it provides data on DMT availability, ongoing clinical trials for DMTs for MASH, and consensus-based and evidence-based guidelines that support earlier risk identification and management across the disease spectrum. These data were gathered via literature searches and were supplemented with information from web-based sources.

Health System Readiness

Main Take-Aways

  • Awareness of MASH is limited and associated stigma may affect access to care.

  • MASH is often identified after it has progressed beyond the earliest treatable stage.

  • Early intervention, including lifestyle modifications and emerging DMTs, has the potential to prevent or slow disease progression and reduce costs.

  • Diagnostic and care infrastructure may need adaptation to meet growing demand.

  • Coverage for testing and tailored lifestyle treatment plans vary across jurisdictions, which may affect equitable access.

  • People living in rural, remote, and northern areas; younger adults; people with lower incomes; immigrants and newcomers; and Indigenous people may experience additional barriers to accessing testing and treatments.

Preparing Canada’s Health Systems for MASH DMTs

The recent conditional regulatory approval of a MASH DMT in Canada39 provides an opportunity to review the current patient care pathway and assess readiness should MASH DMTs be adopted as part of clinical care. By outlining the steps for diagnosing and treating MASH, this report uses clinical evidence to inform system-level insights. Examining the full care pathway also highlights opportunities to strengthen the health system, including:

This report presents evidence on existing processes and care practices from diagnosis to treatment monitoring. It assesses system readiness by examining the capacity to integrate MASH DMTs into the care pathway, with the potential to improve patient care and potentially prevent or slow disease progression. A visual representation of the pathway is presented in Figure 5 and includes insights from evidence, clinical consultations, and proposed treatment steps from international clinical guidelines.

Implementation Considerations

There are several crosscutting considerations that may support efficient, patient-centred care, including with DMTs, should they become adopted in clinical practice along the care pathway, as outlined in the following points.

Disease Awareness

There is limited awareness of MASH. A survey of physicians in Canada found that 58% of primary care providers (PCPs) were somewhat familiar — or unfamiliar — with the condition.47 Insights from CDA-AMC–led engagement with people living with MASH reinforced this finding. Targeted awareness initiatives for both providers and patients, particularly in settings with patient at high risk (e.g., diabetes and obesity clinics), may prompt patient inquiries, support clinician screening, and promote early disease detection.

“I had to explain what NASH [now referred to as MASH] was to a walk-in doctor… They’d never heard of it.”

– Participant in the CDA-AMC–led engagement who lives with MASH, describing the need for education

Stigma

MASH can be a highly stigmatized disease due to links with weight and use of the term fatty liver, as well as misconceptions that the disease is caused by excessive alcohol use, even though the disease develops independently of alcohol consumption.48-52 In health care settings, stigma can undermine trust between patients and health care providers and is associated with delayed care seeking, reduced engagement with health services, and lower treatment uptake and adherence.48,53 Education for physicians with accurate, nonstigmatizing information may help ensure people living with MASH are treated respectfully and receive timely, appropriate care without needing to self-advocate.

Treatment Information

First-line interventions focused on diet and exercise can improve liver outcomes and slow disease progression.2,54-59 People living with MASH who contributed to this report described the importance of access to clear guidance from experts on recommended lifestyle adjustments that are aligned with dietary needs, cultural practices, and existing mobility or economic restrictions.

Figure 5: Potential Model of Care With DMTs for Patients With MASH

Diagram of a potential care pathway for MASH, considering the potential emergence of disease-modifying therapies, from risk to monitoring. People at risk include those with diabetes, obesity, high blood pressure, dyslipidemia, or elevated liver enzymes. Patients may enter care through primary, specialist, allied health, or emergency settings and could be assessed using noninvasive fibrosis tests. Disease could be staged from F0 to F4, which represents the severity of fibrosis (liver scarring): F0 to F1 could be managed with lifestyle modification, F2 to F3 may be eligible for disease-modifying therapy, and F4 may require specialist care. Most emerging treatments are self-administered at home, with ongoing monitoring for safety and effectiveness.

DMT = disease-modifying therapy; MASH = metabolic dysfunction–associated steatohepatitis; NIT = noninvasive test; T2DM = type 2 diabetes mellitus.

aHealth care practitioners who could be implicated in the multidisciplinary care model to assess, manage, and treat patients with metabolic syndrome would include, but are not limited to: registered nurses and nurse practitioners, primary care physicians, internists, endocrinologists, cardiologists, dietitians, psychotherapists, pharmacists, social workers, and addiction counsellors.

Provider Training

Many health care providers have reported having limited knowledge or training on MASH or MASLD,60,61 including how to communicate effectively with patients about liver fibrosis. This may contribute to the inconsistent use of guideline-recommended tools and may hinder timely diagnosis and optimal patient management.49,62-70 Expanding specialist and primary care training may support accurate and early diagnosis and effective patient management as liver disease prevalence rises.71-73

Access to Primary Care

An estimated 17% of adults living in Canada lack a regular PCP, although access varies within and across jurisdictions.74 Access tends to be lowest among younger adults, people with lower incomes, immigrants and newcomers to Canada, people living in northern communities, people living in rural and remote areas, and Indigenous adults (around 30% of whom report unmet primary health care needs).75,76 Opportunities to strengthen access to primary care reported in the literature include:

These factors highlight opportunities to strengthen care coordination and continuity.79-82 Across all engagement sessions, people living with MASH consistently identified delayed access to primary care as a key challenge, with many reporting having to wait several months or, in some cases, more than a year before receiving care.

Access to Specialist Care

Opportunities exist to strengthen access to specialist care and to ensure timely support for people living with MASH. Hepatologists and gastroenterologists currently focus on patients with advanced or complex cases, highlighting the potential to expand capacity and coordination across the care pathway. Improving referral systems, reducing travel requirements, and addressing socioeconomic and racial inequities could enhance timely access to and continuity of care.79-84 Important areas for development identified in the literature and through clinical expert consultation include:

Access to Diagnostic Testing

Improving availability and public coverage of serum-based tests (e.g., the Enhanced Liver Fibrosis [ELF] test and the Fibrosis-4 [FIB-4] test), imaging (e.g., magnetic resonance elastography [MRE], shear wave elastography [SWE] and vibration-controlled transient elastography [VCTE]), and pathology diagnostic tests (e.g., liver biopsy) could enhance consistent and equitable access across jurisdictions.83,85-87 Such efforts should specifically consider capacity outside urban centres, especially for rural, remote, northern, and Indigenous communities.73,83,87-94 Information on jurisdiction-specific diagnostic testing practices is provided in Appendix 1, Table 5.

Coordinated Care

Canada may be well-positioned to adopt multidisciplinary pathways that are reported to be effective internationally.95 These approaches could support earlier intervention and may enhance continuity of care for individuals with, or at risk for, MASH. Key enablers reported in the literature include:96,97

Sustainable implementation of potential DMTs for MASH in local contexts may be supported by tailored processes and guidance that consider local infrastructures, workforce availability, and funding models. Considerations for public drug coverage may focus specifically on the need for health technology assessment (HTA) evaluation and agreement(s) on pricing.94

Estimation of the Population With Treatable MASH

Main Take-Aways

  • An estimated 2,415,796 people in Canada are living with MASH. An estimated 168,449 of those adults currently meet the criteria for treatable MASH (staged at moderate to advanced fibrosis).

  • By 2030, the number of patients with treatable MASH is projected to grow, reaching 198,731 adults.

  • These estimates reflect published estimates of the number of people with MASLD who have moderate to advanced fibrosis (stages F2 to F3) and the proportion of those with MASH.

Estimation of the Patient Population With Treatable MASH and Future Demand

As the first DMT for MASH has received conditional regulatory approval in Canada, understanding the size of the population who may be eligible for treatment can help system-level planning. Estimating the number of adults with moderate to advanced fibrosis (stages F2 to F3) provides an early indication of the potential demand for diagnostic services, specialist input, monitoring capacity, and coverage considerations. These estimates help demonstrate the current burden and the potential for growing demand as prevalence rises and more patients are diagnosed over time.

An estimated 2,415,796 people in Canada are living with MASH, of whom approximately 168,449 adults currently meet criteria for treatable disease (stages F2 to F3). This highlights a substantial overall disease burden, with a smaller but sizable subgroup driving near-term demand for treatment and specialized care.15

A progressive, stepwise approach was used to estimate the population with MASH at disease stages potentially eligible for treatment (full methodology and limitations can be found in Appendix 7). Estimates were based on Canadian sources when available. Clinical experts reviewed and provided feedback on the approach and parameters; however, results should be interpreted with consideration of underlying uncertainties.

The model begins with the total population in Canada and sequentially applies estimates for MASH prevalence, fibrosis staging distribution, and adult population adjustments to arrive at an estimate of the population with treatable MASH. Using this approach, approximately 168,449 adults were estimated to be eligible for treatment in 2025, increasing to 198,731 adults by 2030, reflecting projected demographic growth and disease progression (Table 1). These estimates should be interpreted as indicative rather than definitive and likely represent a lower-bound estimate of the true eligible population.

Table 1: Summary of the Estimated Population With Treatable MASH in Canada

Population of interest

Approach

Estimated N

Adult population with treatable MASH, estimate for 2025 in Canada

Stepwise approach: starting from the total population and applying MASH prevalence, proportion of the population with relevant stages of fibrosis, and age adjustment (full details are provided in Appendix 7)

168,449

Adult population with treatable MASH, estimate for 2030 in Canada

Stepwise approach as described in the previous row with projected estimates used (full details are provided in Appendix 7)

198,731

MASH = metabolic dysfunction–associated steatohepatitis.

Clinical experts consulted for this report indicated that the estimated population with treatable MASH is likely underestimated. This potential underestimation may reflect:

Taken together, these factors suggest the true number of patients who may be eligible for treatment could be meaningfully higher than modelled estimates, particularly as awareness, screening, and diagnostic capacity improve over time.

Describing the Care Pathway for MASH in Canada

Assessment and Diagnosis

Main Take-Aways

  • MASH is shaped by both clinical factors (e.g., obesity, T2DM) and social determinants of health (e.g., income, access to care), underscoring the importance of equity-focused strategies that address structural barriers to care and upstream drivers of disease.

  • Limited awareness and understanding of MASH across the health system highlight the need for education, standardized guidance, and coordinated care pathways.

  • The current diagnostic and care infrastructure targets patients with high-risk disease after progression beyond the earliest treatable stages and may not be able to meet the growing prevalence of disease.

Social Factors That Affect the Care Pathway

Population groups experiencing multiple, intersecting structural and social determinants of health appear to experience a higher burden of MASH. These patterns can be understood through a framework of intersectionality, which outlines how social determinants of health categories such as race, class, and gender interact with broader social and institutional structures to shape differential outcomes, in this case disparities in MASH risk.100 Evidence suggests that disease progression to advanced fibrosis, cirrhosis, and cardiovascular complications are more common among groups facing overlapping structural and social disadvantages. Specific examples of how MASH burden and progression vary across populations due to interacting demographic, clinical, behavioural, and structural risk factors are described in Appendix 2.

Insights from individuals living with MASH who participated in the Indigenous-led and CDA-AMC–led engagement activities described experiences of inequity across the care pathway. Across engagement sessions, participants highlighted several system-level considerations, including:

Participants in the Indigenous-led engagement activities additionally emphasized:

Entry Point Into the Care Pathway

Early-stage disease is often asymptomatic. People living with MASH may present with nonspecific symptoms such as fatigue, weakness, abdominal discomfort, and bloating.101 Because of the multisystem nature of MASH and lack of clear early indicators, identifying MASH early can be challenging.

Participants in the Indigenous-led and CDA-AMC–led engagement activities described a lack of disease awareness. They emphasized the need for self-directed education and advocacy with health care providers to receive testing for a diagnosis. Participants reported that delays in accessing testing and diagnosis contributed to worsening symptoms as well as to heightened anxiety and stress, negatively affecting both physical and emotional well-being.

“If I don’t take charge of this, then I am going to be in trouble.”

– Participant in the CDA-AMC–led engagement who lives with MASH, describing a need to advocate for themselves

Liver disease may be identified through multiple entry points in the health system, including:

Improving disease awareness in Canada may help improve MASH care by equipping health care providers with training on early identification and effective communication, particularly at the entry point of the health care pathway.

Participants in the Indigenous-led and CDA-AMC–led engagement activities reported experiencing vague symptoms, limited access to primary care, long wait times for imaging and specialist follow-up, minimal diagnostic communication with care providers, confusion about their diagnosis, and substantial travel and cost burdens for testing, especially for those living in remote regions.

“Pain… A lot of pain and suffering.”

– Participant in the Indigenous-led engagement, describing when their MASH was first identified in a late disease stage

Additionally, competing health priorities and stigma may hinder early identification of MASH or timely engagement with the health care pathway.

Competing Health Priorities

Patients with MASH often manage multiple comorbid conditions, which may take precedence over liver disease, particularly when MASH is asymptomatic.102 Clinicians may also underrecognize or underprioritize MASH amid competing health demands and limited time for complex care decisions.101,103

Participants in the Indigenous-led and CDA-AMC–led engagement activities noted that MASH risks, symptoms, and management were often not discussed while they were being monitored for associated comorbidities like obesity and T2DM. They also described receiving information about their condition only when it became clinically necessary. Together, these factors may contribute to delayed identification of MASH, particularly among populations at high risk.

“They told me it’s nothing to worry about.”

– Participant in the CDA-AMC–led engagement who lives with MASH, describing when their mild liver fibrosis was first identified

Stigma

MASH-related stigma can arise from multiple sources, including outdated disease terminology, risk factors such as body weight and alcohol use, and social determinants of health categories such as race, gender, and age.48 This stigma can contribute to moral judgment, misattribution of symptoms, and reduced care seeking.49-52 Although efforts to reduce stigma — such as replacing terms like nonalcoholic and fatty liver disease— have been made, some patients continue to identify the condition as fatty liver disease, which can perpetuate feelings of shame and disengagement.4

All participants in the Indigenous-led and CDA-AMC–led engagement activities highlighted stigma around liver disease. Many noted that people, including health providers, often assumed their liver issues were caused by alcohol. One Indigenous participant shared that clinicians immediately questioned their alcohol history, even after clarifying their condition was metabolic. Other Indigenous participants echoed that community members asked if they “used to drink a lot.”

Clinical Practice Guidelines for MASH

Several clinical practice guidelines (CPGs) have been developed for MASLD and MASH. Recent Canadian evidence-based and consensus-based guidelines provide national guidance.104-106 As well, health organizations within certain jurisdictions have developed management pathways tailored to local contexts, including Kingston Health Sciences Centre in Ontario, Shared Health in Manitoba, and Alberta Health Services.107-109

Many physicians in Canada also refer to guidance from international groups. These international guidelines are briefly described in Appendix 2. Canadian and international guidelines are consistent in several key areas. They recommend assessing MASH in individuals with T2DM or abdominal obesity plus 1 additional metabolic risk factor, or when liver function test results are abnormal.2,3,14,105 They also suggest that potential alternative causes of liver disease should be evaluated alongside MASLD. These conditions can co-occur, mimic, or mask MASH on imaging and laboratory testing, adding diagnostic and treatment uncertainty or complexity.2,3,14,105 These may include:

Guidelines are also aligned on the populations at risk of developing MASH, how to assess fibrosis risk, and the use of dietary and behavioural interventions as first-line treatments. However, they differ on the specific techniques used for fibrosis staging, current recommendations for pharmacologic treatment, and their integration of DMTs. Details on the alignment of Canadian and international guidelines are provided in Appendix 1, Table 6 and Table 7. Additional information on available guidelines is also presented in the dashboard under the Guidelines tab.

Baseline Fibrosis Staging and Assessment in the Care Pathway

Fibrosis Staging System

Fibrosis severity is a key marker of MASH progression and a strong predictor of mortality. Given that emerging DMTs target specific fibrosis stages (F2 to F3), these stages are often grouped into 3 clinically relevant categories, from F0 to F4:38

Liver Biopsy

MASH is characterized by specific histological features that can only be definitively diagnosed through liver biopsy, a procedure in which tissue samples are collected for microscopic assessment.110 Although biopsy is the definitive test for MASH and MASLD, its use is limited because it is invasive, costly, time consuming to perform, and carries the risk for potential complications. These factors make routine biopsy impractical for large patient populations, particularly given the high prevalence of MASH and MASLD. As a result, noninvasive tests (NITs) are increasingly relied on for disease staging and risk stratification.110-112

The types of invasive and noninvasive tests are illustrated in Figure 6.

Figure 6: Diagnostic Tools for Detecting MASH and MASLD

Diagnostic approaches for evaluating steatosis (fat accumulation) and fibrosis (scarring) in the liver, illustrating that available tests include biopsy (which is the standard of care for diagnosis) as the most invasive option and noninvasive biomarker and imaging options.

MASH = metabolic dysfunction–associated steatohepatitis, MASLD = metabolic dysfunction–associated steatotic liver disease; SOC = standard of care.

NITs for Fibrosis Assessment

NITs have been developed as practical alternatives to biopsy to help with the staging and detection of fibrosis.104,105,113 These tests allow clinicians to align results with the fibrosis staging system and stratify patients’ disease into low-, intermediate-, and high-risk categories for fibrosis and high-risk MASLD or MASH.105,114

All evidence- and consensus-based CPGs mentioned previously recommend a stepwise approach to fibrosis assessment using NITs. Figure 7 illustrates this pathway, with recommendations to begin with simple, low-cost tools for initial risk stratification and progress to more advanced imaging for confirmation when needed.

Figure 7: Current Recommended Pathway for Assessment of Fibrosis in Patients

Flowchart showing risk stratification using the FIB-4 score. The diagram begins with calculation of the FIB-4 score, followed by 3 pathways: low risk (<1.3), indeterminate risk (1.3 to 2.67), and high risk (>2.67). Patients at low risk are directed to routine monitoring every 1 to 3 years. Patients at indeterminate risk are directed to further assessment with imaging or liver stiffness testing. If the liver stiffness result is 8 kPa or greater, or if the patient is initially at high risk, they are referred to a hepatology clinic.

ELF = Enhanced Liver Fibrosis; FIB-4 = Fibrosis-4; MRE = magnetic resonance elastography; NIT = noninvasive test; SWE = shear wave elastography; T2DM = type 2 diabetes mellitus; TE = transient elastography.

Notes: For adults aged older than 65 years, an indeterminate FIB-4 threshold is between 2.0 and 2.67. Thresholds presented in Figure 7 are for patients aged between 35 years and 65 years.

Thresholds for secondary NITs (e.g., kPa levels) are for VCTE measurements. Alternative tests (e.g., SWE, MRE, ELF) may have adapted or alternative thresholds.

Sources: European Association for the Study of the Liver, European Association for the Study of Diabetes, European Association for the Study of Obesity;2 Sebastiani and Cinque;59 and Wilson et al.105

Reviewing Evidence on NITs for Accuracy and Reliability

NITs are increasingly used to support the assessment and staging of MASH. While NITs reduce reliance on biopsy, evidence shows variation in diagnostic performance across settings, disease stages, and patient populations. Because current diagnostic pathways were largely developed to identify high-risk advanced disease, earlier stages may be underdetected. As a result, diagnostic pathways may inadvertently limit detection of patients with early and moderate fibrosis who could benefit from emerging therapies. Reviewing the evidence on NIT performance provides context for understanding the current testing landscape and identifying gaps that may affect early patient identification.

Scope of the Rapid Review

CDA-AMC conducted a rapid review of recent systematic reviews and meta-analyses investigating the diagnostic accuracy of NITs. Six reviews considered to be of moderate or high methodological quality were included (full methods are available in Appendix 3 and results are available in Appendix 4).

To ensure practical relevance, the synthesis focused on the most commonly used tools referenced in CPGs (refer to Table 2). While this overview cannot fully resolve all remaining uncertainties in the diagnostic evidence, it provides critical context on:

Key Findings From the Rapid Review

The rapid review found few large-scale (adequately powered) studies and noted inconsistencies (heterogeneity) across available evidence. Further, no NIT — or combination of NITs — demonstrated sensitivity and specificity (reflecting how well they correctly detect people who have the disease while accurately excluding those who do not) higher than 0.80 across multiple studies for detecting MASH.

Main Take-Aways

  • No single definitive test: More than 100 NITs exist, but none of the common tests demonstrated similar diagnostic accuracy (sensitivity and specificity) across all studies, populations, disease stages, or settings. Evidence remains limited to support using any existing NIT as a stand-alone screening tool or biopsy replacement.

  • Diagnostic accuracy: The included evidence suggested MRE had the highest diagnostic accuracy followed by SWE and VCTE; however, cut-off thresholds and diagnostic definitions differed across studies (more details are provided in Appendix 5, Table 11).

  • Risk of bias: Across included systematic reviews, most studies were at high or unclear risk of bias, as appraised by the systematic review authors (refer to Appendix 5, Table 10 for more details).

  • Generalizability: Across the included systematic reviews, no subgroup analyses were conducted to determine whether test accuracy differed based on characteristics such as age, sex, or race. This limits our ability to assess whether these diagnostic tools perform consistently across diverse populations. The lack of evidence-based information on race is a challenge, as evidence shows that some populations are at higher risk for developing MASH.

Summary of NITs: Strengths, Limitations, and Key Characteristics

The NITs referenced here reflect those most frequently cited in Canadian CPGs and current care pathways. Practical considerations — such as accessibility, cost, and technical requirements — that influence their use in clinical settings are outlined in Table 2. Further details on each tool’s main characteristics are provided in Appendix 2, and Table 11 in Appendix 5 provides reported sensitivity and specificity from evidence included in the rapid review.

Table 2: Summary of Strengths and Limitations of Common NITs

Tool

Strengths

Limitations

Recommended in Canadian guidelines?

Scores with biomarkers and patient characteristics

FIB-4 score

  • Variable jurisdictional coverage for AST (Appendix 1, Table 5)

  • ALT or platelet variability may change tool result

  • Validation is limited for patients aged younger than 35 years or older than 70 years118,119

  • May be falsely elevated with alcohol use120

Yes — initial risk stratification14,59,105

ELF score

  • Can help stage fibrosis with blood work121

  • May be expensive (proprietary biomarkers)59

  • Not available in all jurisdictions (Appendix 1, Table 5)

Yes — secondary NIT14,59,a

Imaging-based tools

VCTE

  • Widely adopted in liver clinics in Canada (Appendix 1, Table 5)

  • Does not require radiology

  • Can diagnose and monitor steatosis using the CAP probe122

  • Can be used to assess and diagnose CSPH, a risk factor for liver decompensation123

  • Cost and access may vary by region (Appendix 1, Table 5)

  • May have long wait times124

  • Operator experience may influence tool results125,126

  • Tool accuracy may be affected by various patient factors (e.g., high body mass index, fluid retention, older age, cardiac dysfunction, liver inflammation, recent food intake, alcohol use)126

Yes —secondary NIT14,59,105,127,a

SWE — point or 2D

  • Integrates with existing ultrasound systems128

  • Anatomic imaging and liver stiffness assessment in a single exam

  • Greater consistency in results for patients with obesity compared to VCTE129

  • Variable jurisdictional coverage (Appendix 1, Table 5)

  • Long wait times reported by clinical experts and engagement participants

  • Operator expertise and ultrasound devices may influence tool results130

  • Tool accuracy may be affected by severe liver fat or inflammation131

Yes — secondary NIT14,105,a

MRE

  • Evidence suggested high diagnostic accuracy

  • Larger assessment area

  • May have high costs where limited pathways exist

  • Not available in all jurisdictions

  • Longer scan time compared to ultrasound-based methods

Yes — secondary NIT105,a

MRI-PDFF

  • Evidence suggests good quantification of liver fat and can track change over time

  • High cost

  • Primarily used in research and clinical trials, with limited clinical application

  • Not suitable for staging fibrosis

Yes — secondary NITa preferred technique for liver steatosis grading104

CAP = controlled attenuation parameter; CSPH = clinically significant portal hypertension; ELF = Enhanced Liver Fibrosis; FIB-4 = Fibrosis-4; MASH = metabolic dysfunction–associated steatohepatitis; MRE = magnetic resonance elastography; NIT = noninvasive test; PDFF = proton density fat fraction SWE = shear wave elastography; VCTE = vibration-controlled transient elastography.

aSecondary NIT is a confirmatory test for patients with high-risk results on initial screening (e.g., high FIB-4 scores).

Implications for Practice

The rapid review shows substantial variability in the accuracy and performance of NITs across populations, settings, and disease stages. These findings suggest that guideline approaches that emphasize risk stratification for advanced disease may limit detection of earlier stages. These findings suggest a need for clearer diagnostic pathways and broader validation of NITs in diverse populations.

System-Level Considerations for MASH Assessment

Main Take-Aways

  • Diagnostic capacity is variable in Canada, with the greatest disparities in rural, remote, and northern communities.

  • Clinical readiness of health care providers is needed for appropriate screening and testing and for the diagnosis of MASH in Canada.

  • Access to NITs varies across jurisdictions, with many patients facing out-of-pocket costs for testing.

  • The most cost-effective screening approach is unclear, but using multiple tools consecutively is likely to accurately identify late-stage disease.

There are system-level considerations for assessing and diagnosing MASH with NITs, which are increasingly relevant with the recent conditional regulatory approval of a DMT in Canada. Earlier sections of this report, along with insights from clinical experts and patient engagement, point to challenges in diagnostic infrastructure, workforce capacity, provider readiness, reimbursement variation, and equity. The following subsections outline these considerations in detail and describe how they may affect the ability to scale timely and equitable diagnostic pathways, should DMTs become available and integrated into clinical practice.

Diagnostic Testing Infrastructure

Considerations for diagnostic capacity include the need for equipment (i.e., imaging devices, elastography systems, and blood sample processing), skilled operators, MRI procurement requirements, and, in some cases, patent-restricted technologies.83,88,89 Supporting appropriate access to testing — particularly in rural, remote, and northern areas — could help minimize travel burdens for patients and families who typically need to visit large urban centres for testing.

Access to Testing

Noninvasive imaging tools, including VCTE, SWE, and MRI-based modalities, are concentrated in urban areas in Canada, while 30% of the population lives in rural or remote regions.92 Wait times may also pose challenges; in 2024, the median wait time for an MRI in Canada was 16.2 weeks,73 with the longest delays in smaller provinces and northern regions.83 Clinical experts and engagement participants similarly reported limited access to elastography, ELF testing, and MRI outside major centres, contributing to delays in screening and diagnosis.

For patients in rural and remote communities, long travel distances and extended wait times may delay disease staging. Participants in Indigenous-led and CDA-AMC–led engagement activities noted long wait times led to worsening physical and emotional well-being, including worsening severity of MASH and heightened stress and anxiety. Refer to the dashboard under the Liver Clinics and Diagnostic Units for Liver Fibrosis tab for more information on the known distribution of diagnostic tools in Canada. Refer to Appendix 1, Table 5 for further diagnostic differences across specific jurisdictions.

Human Resources

Demand for imaging and other diagnostic professionals continues to rise, while workforce growth has not kept pace with demand across Canada.73 Training, upskilling, and retaining staff require time and resources and may affect service capacity. Demand for radiologists and technologists is high, particularly in rural regions where recruitment and retention rates are lower than in urban centres.73,92 These disparities may affect wait times and reduce timely access to diagnostic services for patients outside major centres.

Canada also has limited numbers of diagnostic and molecular pathologists (3 per 100,000 population in 2024), which may affect turnaround times for results and the availability of specialized interpretation.84 Additional information on provider distribution is available in the dashboard under the tab Number of Physicians.

Clinical Readiness and Testing Coverage

Increasing disease awareness and use of consensus pathways and CPGs, including embedding the FIB-4 calculation into standard laboratory test requisitions, have been suggested to strengthen risk stratification in primary care and reduce unnecessary specialist referrals.94,132 However, the uptake of these approaches may vary across jurisdictions. Coverage for AST testing and VCTE varies, and in some areas availability may be limited to urban centres or require out-of-pocket costs.14

Cost-Effectiveness

Evidence indicates that noninvasive screening is cost-effective, particularly for populations living with obesity or T2DM. A Canadian study on the cost-effectiveness of risk stratification strategies in the community setting (i.e., FIB-4 assessment followed by SWE or VCTE) found that the most cost-effective strategy for identifying patients with substantial fibrosis (stages F2 higher) was using SWE alone.133

Additionally, a study from the UK on the use of noninvasive liver fibrosis tests in primary care found that VCTE alone was the most effective for identifying patients with severe disease, while a sequential approach using the FIB-4 index followed by ELF testing offered the greatest cost savings.134 These differences highlight how population characteristics and system structure influence optimal screening pathways.

Equitable Assessments Using NITs

Global studies have shown that standard screening thresholds, such as BMI, waist circumference, and fibrosis indices, were developed mainly in populations of white males in Western countries. As a result, these thresholds may underestimate risk in Indigenous populations, racialized communities, and females. These limitations in the data may affect the accuracy of assessments in diverse population groups and potentially lead to misclassification of liver disease status in diverse population groups.28,135,136 Additionally, factors such as sex and age influence liver stiffness and fat distribution, affecting test sensitivity and specificity.137

Comorbidities such as obesity and T2DM alter biomarker levels and disease progression, requiring tailored interpretation.138 A standardized core outcome set of NITs, inclusive of diverse population characteristics, may help ensure more accurate diagnosis and risk stratification across all patient groups, including Indigenous Peoples and racialized populations.139-141

The potential introduction of DMTs may also increase demand for liver biopsy as a confirmatory tool, even with expanded use of NITs. Eligibility for treatment may require definitive confirmation of fibrosis stage or steatohepatitis, and NITs may be insufficient in patients with borderline or discordant cases.110-112 This could place additional strain on already limited specialist capacity, including pathologists.73,84

Treatment

The December 2025 conditional regulatory approval of the first DMT for MASH, a GLP-1 RA, by Health Canada,39 as well as emerging THR-beta agonists, may shift treatment approaches in Canada. This report draws on international clinical guidance that incorporates DMTs to outline emerging drug treatment procedures (also visualized in Figure 5) and provides system-level context for how these therapies may potentially be integrated into care pathways in Canada.

Main Take-Aways

  • Current management in Canada relies on dietary and lifestyle interventions.

  • Drugs in each of 2 drug classes — GLP-1 RAs and THR-beta agonists — have received regulatory approval internationally; in December 2025, Health Canada conditionally approved a GLP-1 RA for patients with MASH. No drugs have been submitted for reimbursement review in Canada.

  • Several additional therapies are in clinical development.

  • Clinical and system-level considerations for determining treatment eligibility and the choice of treatment for patients include:

    • standardization of fibrosis staging using NITs

    • updated prescribing infrastructures and clinical guidance

    • coverage considerations that support consistent and equitable access

    • continuity of care supported by multidisciplinary teams

    • patient engagement strategies to address acceptance and safety concerns.

First-Line Approach

Lifestyle modification remains the cornerstone of MASH management in Canada. Diet and physical activity aimed at weight loss — typically 7% to 10% of body weight — are associated with improved liver fibrosis, while even modest reductions can benefit lean individuals (those with BMI < 25 kg/m2 or < 23 kg/m2 if Asian).142,143 Eligibility for these interventions does not require a confirmed MASH diagnosis. Dietary and lifestyle changes that may be considered include:

DMTs are intended to build on existing lifestyle-based strategies, forming 1 part of a layered approach to MASH management rather than replacing foundational interventions.

Education and Support for Lifestyle Change

Effective lifestyle modification depends on supports that reflect individuals’ cultural, linguistic, and personal needs. A range of supportive tools may facilitate communication and engagement with health care providers, including:

However, these supports are not consistently available across Canada. Rural and northern communities, in particular, have infrastructure limitations, connectivity challenges, and workforce constraints that reduce access to digital and culturally grounded resources.75,152,153 When integrated into practice effectively, these support tools can promote shared decision-making by enabling culturally and linguistically aligned communication; supporting patient understanding of treatment options; facilitating ongoing monitoring of symptoms and treatment adherence; and helping patients address individual needs, navigate real-life challenges, and maintain sustained engagement and treatment consistency.144-146,150,151

Lifestyle and Behavioural Support

Sustaining lifestyle changes may require addressing systemic barriers such as limited access to healthy food, safe spaces for physical activity, childcare, or flexible work hours. Evidence suggests that personalized and culturally aligned approaches — often supported through eHealth tools like online programs, smartwatch tracking, or reminder systems — can improve engagement and behaviour change.154,155 These considerations highlight that lifestyle-based management is not solely a clinical issue but also a structural one, underscoring the need for context-appropriate supports as part of comprehensive MASH care.

Insights From People With Lived Experience

Participants in the Indigenous-led and CDA-AMC–led engagement activities described the need for more information and guidance about MASH. They noted it was difficult to understand which lifestyle modifications and therapies were appropriate for their stages of disease or comorbid conditions.

“I felt like I was wandering in the dark.”

– Participant in the CDA-AMC–led engagement who lives with MASH, reflecting on the limited information on treatment options

Participants reported having to research information about the disease and its treatments from other sources (e.g., internet searches, community support groups), and some later shared this information with their health care providers. Those who received lifestyle advice commented that it was not tailored to their culture or dietary preferences, and many sought alternative private services with added financial cost.

Indigenous participants reported the need for:

One participant expressed a desire for sessions specifically for female patients. Further, Indigenous participants emphasized that culturally safe liver care requires acknowledging and integrating Indigenous approaches.

“[Health systems could] access the traditional Healers and get their contributions.”

– Participant in the Indigenous-led engagement who lives with MASH, reflecting on how to improve the system

These perspectives reinforce the importance of culturally informed, accessible, and community-centred approaches as DMTs for MASH may become more integrated and available in Canada.

Recent Developments in DMTs for MASH

Internationally, 2 drug classes — GLP-1 RAs and THR-beta agonists — have approved therapies for MASH (refer to Table 3). More detailed descriptions of both GLP-1 RAs and THR-beta agonists, including their mechanisms and clinical roles, as well as evidence on existing and emerging DMTs in clinical development, are included in Appendix 2, Table 8.

Table 3: Regulatory Status and Health Technology Assessment Status of DMTs for MASH in Canada and Internationally as of March 2026

Jurisdiction

Drug class

GLP-1 RA

THR-beta agonist

Canada

One GLP-1 RA has received conditional regulatory approval by Health Canada for the treatment of MASH.39 It has not been submitted for reimbursement review.

No THR-beta agonists have yet been submitted for regulatory or reimbursement review.

International

One GLP-1 RA has received regulatory approval in the US.156,157 No health technology assessments on the clinical or cost-effectiveness of this treatment for MASH have been conducted.

One THR-beta agonist has received regulatory approval in the US and in Europe.158-161 In Europe, no health technology assessments have been published, although some are currently in development.162,163 In the US, a health technology assessment on the clinical and cost-effectiveness of this drug concluded it demonstrates a net health benefit and is cost-effective.164

DMT = disease-modifying therapy; GLP-1 = glucagon-like peptide-1; MASH = metabolic dysfunction–associated steatohepatitis; RA = receptor agonist; THR = thyroid hormone receptor.

Eligibility for MASH DMTs

Determining Eligibility and Prescribing DMTs

Emerging DMTs are indicated for people with moderate to advanced fibrosis (stages F2 to F3). In Canada, treatment with the Health Canada–approved GLP-1 RA is indicated for noncirrhotic MASH with F2 to F3 fibrosis, alongside diet and exercise.165 Eligibility is therefore contingent on accurate fibrosis staging, which is typically assessed using NITs. Screening tools such as FIB-4 assist with risk stratification but do not provide the level of precision needed to confirm fibrosis stage.2,166,167

Current Practice and Opportunities

Clinicians frequently manage MASH indirectly through cardiometabolic therapies.63,168-178 Opportunities to strengthen the treatment pathway have been identified and include:

Refer to Appendix 2, for detailed information on indirect prescribing practices; fibrosis staging and related equity considerations; and provider roles and scope in MASH care. Appendix 2 also provides additional context on patient perspectives, including treatment stigma, perceptions of DMTs, and structural barriers, that influence engagement with care.

Treatment Administration

Main Take-Aways

  • GLP-1 RAs are typically administered as subcutaneous injections, while THR-beta agonists are administered orally.

  • Access to a pharmacy and cold chain management may limit treatment options for some people, especially those in rural and remote communities.

  • Treatment administration requires planning and customized support for health behaviours and lifestyle factors that complement pharmacologic mechanisms.

Administration of DMTs may raise multiple implementation considerations including clinical protocol, patient support and accessibility, infrastructure, and care coordination. Addressing these considerations could help ensure equitable availability and use of emerging MASH DMTs, should they become widely integrated in Canada.

Practice guidance from the US provides approaches for patient eligibility assessment, noninvasive fibrosis assessment, structured monitoring, and coordinated care.167,180,193 Clinical experts engaged for this review noted that similar guidance could help support consistent, equitable implementation in Canada.

“I don't think we should have to beg.”

– Participant in the Indigenous-led engagement activity who lives with MASH, reflecting on the need for affordable medicine

Participants from Indigenous-led and CDA-AMC–led engagement sessions shared concerns about the potential introduction of emerging DMTs in Canada, especially related to cost and coverage. Indigenous participants highlighted concerns around Non‑Insured Health Benefits coverage and related administrative processes. Participants noted uncertainty about whether the drugs would be accessible, including coverage by provincial , or federal programs; affordability concerns for people on fixed incomes; potential Non‑Insured Health Benefits delays or denials; and lack of clarity about who would ultimately qualify for treatment.

Treatment Monitoring and Life Cycle Management

Experts engaged for this review noted that effective management of patients who initiate treatment with DMTs such as GLP-1 RAs or THR-beta agonists may benefit from a structured life cycle approach. This approach could support safety, tolerability, and sustained treatment effectiveness.

While monitoring protocols are still evolving, international expert consensus and updated practice guidance provide early direction for clinical practice.167,180,193 A structured life cycle typically includes early follow-up (within the first 3 months) to assess treatment adherence and tolerability; an effectiveness assessment at 6 to 12 months using NITs and laboratory test markers; and ongoing periodic monitoring according to disease severity and comorbidities, followed by continuation or discontinuation based on response, safety, and patient preference.167,180,193 Clinical responses that may result in discontinuation of treatment include improvement in liver fibrosis, normalization or reductions in liver enzymes and other cardiometabolic markers, or weight loss and metabolic improvement.

A brief overview of the life cycle is visualized in Figure 8 and additional details on life cycle monitoring steps are outlined in Appendix 2.

Figure 8: Treatment Monitoring and Life Cycle Management for MASH DMTs

Life cycle of MASH disease-modifying therapy management with 5 phases: initial monitoring in the first 3 months to check for adherence, tolerability, and adverse events, and to track changes; effectiveness assessment at 6 to 12 months using noninvasive tests and laboratory markers; ongoing annual or biannual monitoring based on disease severity and comorbidities; and decisions about continuation or discontinuation based on nonresponse, progression, safety concerns, or patient preference, with follow-up and lifestyle support throughout treatment.

NIT = noninvasive test.

Sources: Bansal et al.193 and Chen et al.180

System enablers to support monitoring may include remote follow-up,194,195 integrated clinical decision support, risk-adapted monitoring, shared care models involving nurses and pharmacists,196,197 and multidisciplinary approaches encompassing both liver and cardiometabolic care.198-201 Sustained access to laboratory testing and imaging is essential for repeat assessments, but capacity may be limited — particularly in Indigenous, rural, remote, and northern communities.95,167,180,193,202-205 Appendix 2 provides additional details on multidisciplinary monitoring approaches, coordinated access to testing, and support for treatment adherence.

Coordinating Care Pathways

Early identification and management of MASH may help prevent or slow disease progression, avoid costly complications (e.g., cirrhosis, decompensated cirrhosis, liver cancer, transplant), and improve quality of life. Canadian14,107,108 and international181,206 clinical practice guidance emphasize the central role of primary care in early detection and the need for coordinated care.

However, there is no standardized MASH care pathway in Canada and no clear standard regarding which health care providers or specialists should coordinate care.207 As a result, patients often consult multiple providers before receiving a diagnosis.24 According to clinical experts consulted for this review, these unclear referral responsibilities and fragmented care processes contribute to delays in identification and treatment.

Multidisciplinary Team Roles

Advanced disease is typically managed by hepatologists; however, growing evidence supports the adoption of multidisciplinary and nurse-led collaborative models across all stages of care.95,202 Without such coordination, patients may remain undiagnosed until advanced stages of disease, leading to higher system costs as well as higher rates of morbidity and mortality.208

Experts consulted for this review suggested that effective management of MASH may be achieved through collaboration models that include multiple providers:

System-Level Challenges for Integrating Care

Some system-level challenges may limit integrated care for MASH in Canada, particularly in anticipation of potential DMTs, including limited access to PCPs, specialist physicians, and coordinated care models. Additional considerations for coordinated care include integrated pathways and jurisdictional capacity.

Integrated Pathways

Currently, there are limited or no standardized referral pathways or secure digital information sharing platforms, which may limit collaboration, delay early intervention, and create workflow challenges, especially if demand for services increases.95,209-211 According to a gastroenterologist consulted for this review, fragmentation of the health care delivery system and unclear referral responsibilities can hinder timely care, particularly when PCPs require additional knowledge or guidance in managing metabolic liver disease. Indigenous individuals living with MASH who contributed insights to this report recommended that liver assessments be integrated into existing chronic disease management (e.g., diabetes care) to support earlier detection and reduce burdens experienced by patients.

Jurisdictional Capacity

According to a pathologist consulted for this review, in smaller provinces, such as those in Atlantic Canada, limited hepatology capacity and reliance on out-of-province pathology services can delay diagnosis and disrupt care coordination. Rural areas may have limited diagnostic infrastructure as well as licensure and recruitment challenges, which have been shown to result in hepatology consultation wait times of up to a year — often longer than those experienced by people living with MASH in urban areas.83,212 For more detailed information on capacity and staffing resources, use the dashboard to access detailed information: select the Liver Clinics and Diagnostic Units for Liver Fibrosis tab for more information on the distribution of diagnostic tools in jurisdictions in Canada and the Number of Physicians tab for information on the distribution of physicians across Canada.

Clear responsibilities and standardized MASH care pathways — supported by interoperable data systems, coordinated referral structures, multidisciplinary models, and culturally safe care approaches — could improve equity, efficiency, and outcomes across the MASH care continuum. Additional detailed findings on equity considerations, referral processes, and system navigation challenges are provided in Appendix 2.

Technologies for Integrated MASH Care

A range of technologies could support efficient, coordinated care with attention paid to building on existing infrastructure and ensuring equitable access across diverse populations.

Insights from a DocuStory film co-created with First Nations and Métis Knowledge Keepers, community advocates, and Elders highlighted the importance of understanding liver health within community and cultural contexts, reinforcing that collective well-being depends on both system and relational balance.213 This emphasis on balance can guide how care is designed and how technologies are selected for integrated MASH care.

System-Level Technologies

Health care organizations and authorities are increasingly adopting digital records and supporting mobile health and telehealth programs for more efficient care delivery in Canada.214,215 As individuals with MASH often consult multiple health care providers for metabolic, hepatic, and cardiovascular care, there may be value in coordinated care and interoperable systems.

There is an opportunity to strengthen coordination by building digital infrastructure with interoperable records, which could improve timely access, enable effective data sharing, and support patient-centred service delivery.216,217 Such infrastructure could also facilitate rapid, consent-based information access across communities, institutions, and jurisdictions218 to reduce redundancy, strengthen integration, and thereby help ensure that care is both efficient and responsive to patient needs.

Some technologies and strategies may offer opportunities to enhance system capacity and improve coordination of care, including:

Emerging MASH-Specific Technologies

Building on system-level infrastructure, targeted tools for MASH may improve access to and efficiency of diagnosis, staging, and patient-centred management.229

Emerging technologies to consider for enhancing system capacity and MASH care include the following options.

Artificial Intelligence and Machine Learning Models

Artificial intelligence (AI) and machine learning models are increasingly being applied to imaging modalities (e.g., ultrasound, MRI) for detecting, quantifying, and staging steatosis, fibrosis, and related changes.230-232 While these tools are not currently integrated in routine clinical practice, they have the potential to improve diagnostic accuracy and efficiency.

However, AI tools trained using homogenous datasets that underrepresent diverse populations risk introducing bias.233-235 Fair implementation requires diverse data, bias auditing, strong governance and oversight,236 secure data management,237 and coordinated infrastructure and implementation readiness.237-239 Transparent use of AI may support, not replace, clinical interactions to build trust and meaningful care provision.240

Digital Pathology and Spatial Omics

Digital pathology and spatial omics allow detailed visualization of liver inflammation and fibrosis patterns in MASH. Digital pathology uses high-resolution scans of liver biopsy slides, while spatial omics maps how genes and proteins are expressed within specific areas of the tissue. Readily available digitized images may improve access, reduce turnaround times, and decrease costs.

Emerging AI-based tools include:

These tools may support novel biomarker discovery and improved diagnostic precision but are still in development and may require advanced equipment and standardized methods.244,245

Multiomics and Biomarker Approaches

Multiomics and biomarker approaches (i.e., genomics, transcriptomics, proteomics, and metabolomics) provide high-throughput profiles of disease mechanisms, offer noninvasive biomarkers for diagnosis and staging, and may identify novel therapeutic targets in MASH.246-248 Successful clinical translation will require validation in diverse populations, robust computational frameworks, and workflow integrated adoption.249

Decision Support Tools

Decision support tools and automatic risk flagging embedded in electronic medical record decision support tools can automatically flag patients at high risk, prompt screening (e.g., FIB-4 score calculations), and support clinician decision-making.250-252 These tools can reduce gaps in care but depend on communication between data systems, clinician workflow integration, and equitable access.253

Endoscopic Biopsies

Endoscopic biopsies can combine multiple diagnostic procedures into a single session, reducing patient burden and improving efficiency. Ultrasound-guided endoscopic liver biopsies are conducted in some places in Canada.254 However, tissue samples collected using ultrasound-guided endoscopic biopsies are often smaller or fragmented, which can make it harder to accurately assess fibrosis stage or may result in diagnosing milder stages of fibrosis when the disease is, in fact, advanced.255,256

Limitations

This report aims to provide a high-level overview of health system readiness and related considerations for the potential introduction of emerging DMTs in Canada. It does not assess the clinical effectiveness of these treatments. As of the timing of the publication of this report, 1 pharmacologic therapy for MASH has received conditional regulatory approval in Canada, a GLP-1 receptor agonist. No other treatments, including THR‑beta agonists, are currently approved or under regulatory or reimbursement review in Canada. Additional DMTs in earlier stages of development, which may involve distinct considerations, are outside the scope of this report.

This report is also limited to information publicly available online and accessible through database or manual literature searches. Given the complex nature of health care systems in Canada and of MASH care, it is possible that not all jurisdictional perspectives were captured through our expert consultations. Some of the challenges and considerations discussed in this report may only apply to certain provinces or territories, or their effects may differ in magnitude across provinces and territories. Access to provincial and territorial health systems data could provide important information around the demographic profile and clinical profiles of patients with MASH. This information, in conjunction with knowledge about the current care pathways, could be used to project MASH demographic characteristics and plan for care optimization. Similarly, not all perspectives were captured by the Indigenous-led and CDA-AMC–led engagement activities. The lack of certain perspectives (including racialized communities, individuals from 2SLGBTQ+ communities, and individuals with low incomes) may limit the breadth of considerations, especially related to equity and experiences with existing MASH care pathways. Limitations of the rapid review are detailed in Appendix 4.

Future Considerations and System Readiness for MASH Treatments

The conditional regulatory approval of the first DMT in Canada signals an opportunity to assess how MASH is identified and managed, including potential pressure points and opportunities for system change. Early identification of MASH remains critical.

When diagnosis and treatment are delayed, disease progression can lead to substantially higher burden for both individuals and the health system.257 Globally, more than 10% of individuals with cirrhosis are estimated to experience decompensated cirrhosis each year.258 Decompensated cirrhosis may cause complications such as ascites (fluid build-up in the abdomen), variceal bleeding (bleeding from veins in the esophagus), and hepatic encephalopathy (change in mental state), which are associated with high health care use and patient burden.259

Emerging DMTs target specific disease stages (typically F2 to F3) and therefore are intended to reduce disease progression and downstream system effects by intervening earlier in the disease course. Lifestyle modifications may also effectively slow or prevent MASH progression. Realizing these benefits, however, depends on timely, reliable, and coordinated pathways to screen for, diagnose, and treat MASH.

Indigenous participants identified specific barriers that require attention — such as travel burdens, limited availability of culturally safe care, and experiences of misattributed symptoms. Improving access to Indigenous care navigators may help strengthen trust and support more equitable navigation of MASH diagnostic and treatment pathways.

System Priorities to Strengthen the MASH Care Pathway

This assessment highlights that changes within the patient care pathway may strengthen readiness for the potential introduction of DMTs into clinical care. To support existing care while avoiding widening inequities, health systems may consider the following efforts.

Improve Early Detection and Diagnostic Infrastructure

Support Care Coordination and Multidisciplinary Models

Build Capacity for Monitoring, Integrated Digital Health, and Emerging DMTs

This report highlights that specific groups of people in Canada may face challenges in accessing clinicians with the knowledge to identify and diagnose MASH. The technologies and services needed to diagnose the presence and severity of the disease may be difficult to access. Some populations — including Indigenous Peoples; people living in rural, remote, and northern areas; people in low-income settings; racialized populations; and immigrants — often face obstacles when attempting to access health care systems, which can undermine efforts to achieve health equity.

Alignment in disease identification, severity assessment, and treatment protocols, along with patient and caregiver engagement, could support a patient-centred approach to the management of MASH. Such changes would require consideration of human resources, clinical training, and infrastructure needs to support sustainable, equitable care delivery. Strategies may differ among provincial and territorial health care systems, given existing local structures and population needs.

References

1.Leow WQ, Chan AW, Mendoza PGL, Lo R, Yap K, Kim H. Non-alcoholic fatty liver disease: the pathologist's perspective. Clin Mol Hepatol. 2023;29(Suppl):S302-S318. doi:10.3350/cmh.2022.0329 PubMed

2.European Association for the Study of the Liver, European Association for the Study of Diabetes, European Association for the Study of Obesity. EASL-EASD-EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease (MASLD). J Hepatol. 2024;81(3):492-542. doi:10.1016/j.jhep.2024.04.031 PubMed

3.Rinella ME, Neuschwander-Tetri BA, Siddiqui MS, et al. AASLD Practice Guidance on the clinical assessment and management of nonalcoholic fatty liver disease. Hepatology. 2023;77(5):1797-1835. doi:10.1097/hep.0000000000000323 PubMed

4.Rinella ME, Lazarus JV, Ratziu V, et al. A multisociety Delphi consensus statement on new fatty liver disease nomenclature. J Hepatol. 2023;79(6):1542-1556. doi:10.1016/j.jhep.2023.06.003 PubMed

5.Sato-Espinoza K, Chotiprasidhi P, Huaman MR, Díaz-Ferrer J. Update in lean metabolic dysfunction-associated steatotic liver disease. World J Hepatol. 2024;16(3):452-464. doi:10.4254/wjh.v16.i3.452 PubMed

6.Albhaisi S, Chowdhury A, Sanyal AJ. Non-alcoholic fatty liver disease in lean individuals. JHEP Rep. 2019;1(4):329-341. doi:10.1016/j.jhepr.2019.08.002 PubMed

7.Njei B, Ameyaw P, Al-Ajlouni Y, Njei LP, Boateng S. Diagnosis and Management of Lean Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD): A Systematic Review. Cureus. 2024;16(10):e71451. doi:10.7759/cureus.71451 PubMed

8.Vilar-Gomez E, Calzadilla-Bertot L, Wai-Sun Wong V, et al. Fibrosis Severity as a Determinant of Cause-Specific Mortality in Patients With Advanced Nonalcoholic Fatty Liver Disease: A Multi-National Cohort Study. Gastroenterology. 2018;155(2):443-457.e17. doi:10.1053/j.gastro.2018.04.034 PubMed

9.Angulo P, Kleiner DE, Dam-Larsen S, et al. Liver Fibrosis, but No Other Histologic Features, Is Associated With Long-term Outcomes of Patients With Nonalcoholic Fatty Liver Disease. Gastroenterology. 2015;149(2):389-397.e10. doi:10.1053/j.gastro.2015.04.043 PubMed

10.Ng CH, Lim WH, Hui Lim GE, et al. Mortality Outcomes by Fibrosis Stage in Nonalcoholic Fatty Liver Disease: A Systematic Review and Meta-analysis. Clin Gastroenterol Hepatol. 2023;21(4):931-939.e5. doi:10.1016/j.cgh.2022.04.014 PubMed

11.Chan WK, Chuah KH, Rajaram RB, Lim LL, Ratnasingam J, Vethakkan SR. Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD): A State-of-the-Art Review. J Obes Metab Syndr. 2023;32(3):197-213. doi:10.7570/jomes23052 PubMed

12.Younossi ZM, Golabi P, Paik JM, Henry A, Van Dongen C, Henry L. The global epidemiology of nonalcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH): a systematic review. Hepatology. 2023;77(4):1335-1347. doi:10.1097/hep.0000000000000004 PubMed

13.Paklar N, Mijic M, Filipec-Kanizaj T. The Outcomes of Liver Transplantation in Severe Metabolic Dysfunction-Associated Steatotic Liver Disease Patients. Biomedicines. 2023;11(11):3096. doi:10.3390/biomedicines11113096 PubMed

14.Kim J, Bajaj HS, Ramji A, Bemeur C, Sebastiani G. Diabetes and Metabolic Dysfunction-associated Steatotic Liver Disease in Adults: A Clinical Practice Guideline. Can J Diabetes. 2025;49(4):222-236. doi:10.1016/j.jcjd.2025.04.003 PubMed

15.Swain MG, Ramji A, Patel K, et al. Burden of nonalcoholic fatty liver disease in Canada, 2019-2030: a modelling study. CMAJ Open. 2020;8(2):E429-E436. doi:10.9778/cmajo.20190212 PubMed

16.Tantu MT, Farhana FZ, Haque F, et al. Pathophysiology, noninvasive diagnostics and emerging personalized treatments for metabolic associated liver diseases. npj Gut Liver. 2025;2:18. doi:10.1038/s44355-025-00030-2

17.Younossi ZM, Razavi H, Sherman M, et al. Addressing the High and Rising Global Burden of Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) and Metabolic Dysfunction-Associated Steatohepatitis (MASH): From the Growing Prevalence to Payors' Perspective. Aliment Pharmacol Ther. 2025;61(9):1467-1478. doi:10.1111/apt.70020 PubMed

18.Yeh ML, Huang JF, Dai CY, Huang CF, Yu ML, Chuang WL. Metabolic dysfunction-associated steatotic liver disease and diabetes: the cross-talk between hepatologist and diabetologist. Expert Rev Gastroenterol Hepatol. 2024;18(8):431-439. doi:10.1080/17474124.2024.2388790 PubMed

19.Ma J, Ma Y, Wan X, et al. Metabolic and genetic mechanisms of metabolic dysfunction-associated steatotic liver disease: an integrative perspective from molecular pathways to clinical challenges. Front Endocrinol (Lausanne). 2025;16:1639064. doi:10.3389/fendo.2025.1639064 PubMed

20.Government of Canada. Diabetes in Canada: An interactive report on key statistics. Accessed April 9, 2026. https://health-infobase.canada.ca/diabetes/

21.Cusi K, Abdelmalek MF, Apovian CM, et al. Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) in People With Diabetes: The Need for Screening and Early Intervention. A Consensus Report of the American Diabetes Association. Diabetes Care. 2025;48(7):1057-1082. doi:10.2337/dci24-0094 PubMed

22.Koufakis T, Popovic DS, Papadopoulos C, Giouleme O, Doumas M. Effectively addressing cardiovascular risk in people with metabolic-dysfunction associated fatty liver disease: not yet ready for prime time! Expert Opin Pharmacother. 2024;25(2):123-126. doi:10.1080/14656566.2024.2312239 PubMed

23.Quek J, Chan KE, Wong ZY, et al. Global prevalence of non-alcoholic fatty liver disease and non-alcoholic steatohepatitis in the overweight and obese population: a systematic review and meta-analysis. Lancet Gastroenterol Hepatol. 2023;8(1):20-30. doi:10.1016/s2468-1253(22)00317-x PubMed

24.Rodriguez-Araujo G. Nonalcoholic fatty liver disease: implications for endocrinologists and cardiologists. Cardiovasc Endocrinol Metab. 2020;9(3):96-100. doi:10.1097/xce.0000000000000197 PubMed

25.En Li Cho E, Ang CZ, Quek J, et al. Global prevalence of non-alcoholic fatty liver disease in type 2 diabetes mellitus: an updated systematic review and meta-analysis. Gut. 2023;72(11):2138-2148. doi:10.1136/gutjnl-2023-330110 PubMed

26.Medina-Julio D, Ramírez-Mejía MM, Cordova-Gallardo J, Peniche-Luna E, Cantú-Brito C, Mendez-Sanchez N. From Liver to Brain: How MAFLD/MASLD Impacts Cognitive Function. Med Sci Monit. 2024;30:e943417. doi:10.12659/msm.943417 PubMed

27.Fu CE, Teng M, Tung D, et al. Sex and Race-Ethnic Disparities in Metabolic Dysfunction-Associated Steatotic Liver Disease: An Analysis of 40,166 Individuals. Dig Dis Sci. 2024;69(9):3195-3205. doi:10.1007/s10620-024-08540-4 PubMed

28.Tsuchiyose E, Salimi A, Magee C, Khalili M. Culturally tailored steatotic liver disease management: Latino and Asian community partner perspectives and recommendations. Hepatol Commun. 2025;9(7):e0749. doi:10.1097/hc9.0000000000000749 PubMed

29.Kehm RD, Vilfranc CL, McDonald JA, Wu HC. County-Level Food Insecurity and Hepatocellular Carcinoma Risk: A Cross-Sectional Analysis. Int J Environ Res Public Health. 2025;22(1):120. doi:10.3390/ijerph22010120 PubMed

30.Zelber-Sagi S, Carrieri P, Pericas JM, Ivancovsky-Wajcman D, Younossi ZM, Lazarus JV. Food inequity and insecurity and MASLD: burden, challenges, and interventions. Nat Rev Gastroenterol Hepatol. 2024;21(10):668-686. doi:10.1038/s41575-024-00959-4 PubMed

31.Paik JM, Duong S, Zelber-Sagi S, Lazarus JV, Henry L, Younossi ZM. Food Insecurity, Low Household Income, and Low Education Level Increase the Risk of Having Metabolic Dysfunction-Associated Fatty Liver Disease Among Adolescents in the United States. Am J Gastroenterol. 2024;119(6):1089-1101. doi:10.14309/ajg.0000000000002749 PubMed

32.Golovaty I, Tien PC, Price JC, Sheira L, Seligman H, Weiser SD. Food Insecurity May Be an Independent Risk Factor Associated with Nonalcoholic Fatty Liver Disease among Low-Income Adults in the United States. J Nutr. 2020;150(1):91-98. doi:10.1093/jn/nxz212 PubMed

33.Tamargo JA, Sherman KE, Campa A, et al. Food insecurity is associated with magnetic resonance-determined nonalcoholic fatty liver and liver fibrosis in low-income, middle-aged adults with and without HIV. Am J Clin Nutr. 2021;113(3):593-601. doi:10.1093/ajcn/nqaa362 PubMed

34.Abu-Rumaileh M, Dhoop S, Pace J, et al. Social Determinants of Health Associated With Metabolic Dysfunction-Associated Steatotic Liver Disease Prevalence and Severity: A Systematic Review and Meta-Analysis. Am J Gastroenterol. 2025;120(12):2810-2830. doi:10.14309/ajg.0000000000003421 PubMed

35.Bruce SG, Riediger ND, Lix LM. Chronic disease and chronic disease risk factors among First Nations, Inuit and Métis populations of northern Canada. Chronic Dis Inj Can. 2014;34(4):210-217. doi:10.24095/hpcdp.34.4.04 PubMed

36.Memedovich KA, Shaheen AA, Swain MG, Clement FM. Projected Healthcare System Cost Burden of Metabolic Dysfunction-Associated Steatotic Liver Disease in Canada. Gastro Hep Adv. 2024;3(7):965-972. doi:10.1016/j.gastha.2024.05.010 PubMed

37.Harrison SA, Bedossa P, Guy CD, et al. A Phase 3, Randomized, Controlled Trial of Resmetirom in NASH with Liver Fibrosis. N Engl J Med. 2024;390(6):497-509. doi:10.1056/NEJMoa2309000 PubMed

38.Sanyal AJ, Newsome PN, Kliers I, et al. Phase 3 Trial of Semaglutide in Metabolic Dysfunction-Associated Steatohepatitis. N Engl J Med. 2025;392(21):2089-2099. doi:10.1056/NEJMoa2413258 PubMed

39.Novo Nordisk A/S. Wegovy® (semaglutide injection) Receives Conditional Marketing Authorization from Health Canada as the First and Only Treatment for Adults with Non-Cirrhotic MASH, a Serious Liver Disease Novo Nordisk A/S; 2025. Accessed January 7, 2026. https://www.novonordisk.ca/content/dam/nncorp/ca/en/press-releases/2025/wegovy-mash-authorization-press-release-en-dec-15.pdf

40.Smith PLT. Decolonizing Methodologies: Research and Indigenous Peoples. Zed Books; 2021.

41.Tassell-Matamua N. Indigenous knowledges. What they are and why they matter. Explore (NY). 2025;21(3):103144. doi:10.1016/j.explore.2025.103144 PubMed

42.Melro CM, MacDonald K, Cowan T, et al. Integrating Indigenous Ways of Knowing Into Learning Health Systems: Moving From Learning Health Systems to Learning Communities. The Canadian Journal of Psychiatry. 2026;71(4):257-262. doi:10.1177/07067437251380734 PubMed

43.First Nations Information Governance Centre. Welcome to The Fundamentals of OCAP®. Accessed September 10, 2025. https://fnigc.ca/ocap-training/take-the-course/

44.National Aboriginal Health Organization. Principles of Ethical Métis Research. NAHO Métis Centre; 2011. Accessed September 10, 2025. https://achh.ca/wp-content/uploads/2018/07/Guide_Ethics_NAHOMetisCentre.pdf

45.Nunavut Impact Review Board. Inuit Qaujimajatuqangit. Accessed September 10, 2025. https://www.nirb.ca/inuit-qaujimajatuqangit

46.Staniszewska S, Brett J, Simera I, et al. GRIPP2 reporting checklists: tools to improve reporting of patient and public involvement in research. BMJ. 2017;358:j3453. doi:10.1136/bmj.j3453 PubMed

47.Sebastiani G, Ramji A, Swain MG, Patel K. A Canadian survey on knowledge of non-alcoholic fatty liver disease among physicians. Can Liver J. 2021;4(2):82-92. doi:10.3138/canlivj-2020-0033 PubMed

48.Logie CH, Nyblade L. Recognizing and responding to stigma-related barriers in health care. Nature Reviews Disease Primers. 2024;10(1):70. doi:10.1038/s41572-024-00554-6 PubMed

49.Younossi ZM, Alqahtani SA, Alswat K, et al. Global survey of stigma among physicians and patients with nonalcoholic fatty liver disease. J Hepatol. 2024;80(3):419-430. doi:10.1016/j.jhep.2023.11.004 PubMed

50.Åström H, Takami Lageborn C, Hagstrom H. Psychosocial risks in metabolic dysfunction-associated steatotic liver disease. Expert Rev Gastroenterol Hepatol. 2025;19(3):273-290. doi:10.1080/17474124.2025.2468297 PubMed

51.Alqahtani SA, Alswat K, Mawardi M, et al. Stigma in steatotic liver disease: A survey of patients from Saudi Arabia. Saudi J Gastroenterol. 2024;30(5):335-341. doi:10.4103/sjg.sjg_122_24 PubMed

52.Carol M, Pérez-Guasch M, Solà E, et al. Stigmatization is common in patients with non-alcoholic fatty liver disease and correlates with quality of life. PLoS One. 2022;17(4):e0265153. doi:10.1371/journal.pone.0265153 PubMed

53.Nyblade L, Stockton MA, Giger K, et al. Stigma in health facilities: why it matters and how we can change it. BMC Med. 2019;17(1):25. doi:10.1186/s12916-019-1256-2 PubMed

54.Koutoukidis DA, Koshiaris C, Henry JA, et al. The effect of the magnitude of weight loss on non-alcoholic fatty liver disease: A systematic review and meta-analysis. Metabolism. 2021;115:154455. doi:10.1016/j.metabol.2020.154455 PubMed

55.Zelber-Sagi S, Moore JB. Practical Lifestyle Management of Nonalcoholic Fatty Liver Disease for Busy Clinicians. Diabetes Spectr. 2024;37(1):39-47. doi:10.2337/dsi23-0009 PubMed

56.Del Bo’ C, Perna S, Allehdan S, et al. Does the Mediterranean Diet Have Any Effect on Lipid Profile, Central Obesity and Liver Enzymes in Non-Alcoholic Fatty Liver Disease (NAFLD) Subjects? A Systematic Review and Meta-Analysis of Randomized Control Trials. Nutrients. 2023;15(10):2250. doi:10.3390/nu15102250 PubMed

57.Zhang S, Liu Z, Yang Q, et al. Impact of smoking cessation on non-alcoholic fatty liver disease prevalence: a systematic review and meta-analysis. BMJ Open. 2023;13(12):e074216. doi:10.1136/bmjopen-2023-074216 PubMed

58.Kim D, Vazquez-Montesino LM, Li AA, Cholankeril G, Ahmed A. Inadequate Physical Activity and Sedentary Behavior Are Independent Predictors of Nonalcoholic Fatty Liver Disease. Hepatology. 2020;72(5):1556-1568. doi:10.1002/hep.31158 PubMed

59.Sebastiani G, Cinque F. Navigating the Maze: A Mini-Guide for the Management and Therapy of Metabolic Dysfunction-associated Steatotic Liver Disease. Can Prim Care Today. 2024;2(2):34–40. doi:10.58931/cpct.2024.2232

60.Lazarus JV, Mark HE, Anstee QM, et al. Advancing the global public health agenda for NAFLD: a consensus statement. Nat Rev Gastroenterol Hepatol. 2022;19(1):60-78. doi:10.1038/s41575-021-00523-4 PubMed

61.Alemany-Pagès M, Moura-Ramos M, Araújo S, et al. Insights from qualitative research on NAFLD awareness with a cohort of T2DM patients: time to go public with insulin resistance? BMC Public Health. 2020;20(1):1142. doi:10.1186/s12889-020-09249-5 PubMed

62.Kanwal F, Shubrook JH, Younossi Z, et al. Preparing for the NASH Epidemic: A Call to Action. Gastroenterology. 2021;161(3):1030-1042.e8. doi:10.1053/j.gastro.2021.04.074 PubMed

63.Anstee QM, Hallsworth K, Lynch N, et al. Real-world management of non-alcoholic steatohepatitis differs from clinical practice guideline recommendations and across regions. JHEP Rep. 2021;4(1):100411. doi:10.1016/j.jhepr.2021.100411 PubMed

64.Burnside J, Djerboua M, Flemming J, et al. O004 Significant decline in liver fibrosis screening among people living with diabetes in Ontario: A population-based study. In: The Annual Canadian Liver Meeting 2025 of the Canadian Association for the Study of the Liver (CASL), the Canadian Network on Hepatitis C (CanHepC) and CanMASLD. Can Liver J. 2025;8(1):102-103. doi:10.3138/canlivj-8.1-abst

65.Chami N, Li Y, Weir S, Wright JG, Kantarevic J. Effect of Strict and Soft Policy Interventions on Laboratory Diagnostic Testing in Ontario, Canada: A Bayesian Structural Time Series Analysis. Health Policy. 2021;125(2):254-260. doi:10.1016/j.healthpol.2020.10.007 PubMed

66.Canadian Society of Clinical Chemists. Clinical Biochemistry Recommendations. Choosing Wisely Canada. 2025. Accessed September 23, 2025. https://choosingwiselycanada.org/recommendation/clinical-biochemistry/

67.Mohammed-Ali Z, Bhandarkar S, Tahir S, et al. Implementing effective test utilization via team-based evaluation and revision of a family medicine laboratory test requisition. BMJ Open Qual. 2021;10(1):e001219. doi:10.1136/bmjoq-2020-001219 PubMed

68.Strauss R, Cressman A, Cheung M, et al. Major reductions in unnecessary aspartate aminotransferase and blood urea nitrogen tests with a quality improvement initiative. BMJ Qual Saf. 2019;28(10):809. doi:10.1136/bmjqs-2018-008991 PubMed

69.Boughrassa F, Framarin A. Usage judicieux de 14 analyses biomédicales [Wise use of 14 biomedical tests]. INESSS; 2014. Accessed May 21, 2026. https://www.bibliotheque.assnat.qc.ca/DepotNumerique_v2/AffichageFichier.aspx?idf=141645

70.Alberta Medical Association. FIB-4: New test in Alberta to risk stratify patients of developing liver fibrosis. Alberta Medical Association. 2024. Accessed September 23, 2025. https://cd-secureweb.albertadoctors.org/albertadoctorsorg-a2s9c/pages/2de52671d3bbee11a88a000c29ee8689.html

71.Canadian Association of Pathologists. Fellowships. Accessed October 06, 2025. https://cap-acp.org/general/custom.asp?page=fellowships

72.Dalhousie University. Liver/Gastrointestinal Pathology Fellowship. Accessed October 06, 2025. https://medicine.dal.ca/departments/department-sites/pathology/education/liver-gastrointestinal-fellowship.html

73.Canada's Drug Agency. Health Technology Review: Canadian Medical Imaging Inventory 2022-2023: The Medical Imaging Team. Can J Health Technol. 2024;4(8):1-40. doi:10.51731/cjht.2024.953

74.Canadian Institute for Health Information. Better access to primary care key to improving health of Canadians. 2024. Accessed September 25, 2025. https://www.cihi.ca/en/taking-the-pulse-measuring-shared-priorities-for-canadian-health-care-2024/better-access-to-primary-care-key-to-improving-health-of-canadians

75.Canadian Institute for Health Information. Access to primary care: Many Canadians face challenges. 2024. Accessed October 22, 2025. https://www.cihi.ca/en/primary-and-virtual-care-access-emergency-department-visits-for-primary-care-conditions/access-to-primary-care-many-canadians-face-challenges

76.Kiran T, Daneshvarfard M, Wang R, et al. Public experiences and perspectives of primary care in Canada: results from a cross-sectional survey. CMAJ. 2024;196(19):e646-e656. doi:10.1503/cmaj.231372 PubMed

77.Canadian Institute for Health Information. Canadians are not getting appointments quickly when they need them. 2025. https://www.cihi.ca/en/taking-the-pulse-measuring-shared-priorities-for-canadian-health-care-2025/primary-health-care-2025/canadians-are-not-getting-appointments-quickly-when-they

78.Wilson CR, Rourke J, Oandasan IF, Bosco C. Progress made on access to rural healthcare in Canada. Canadian Journal of Rural Medicine. 2020;25(1):14-19. doi:10.4103/cjrm.Cjrm_84_19 PubMed

79.Mathews M, Ryan D, Deslauriers V, et al. Care-seeking experiences of unattached patients in the Canadian health care system: Qualitative study. Can Fam Physician. 2024;70(6):396-403. doi:10.46747/cfp.7006396 PubMed

80.Rush KL, Seaton CL, Burton L, Smith MA, Li EPH. The healthcare experiences of rural-living Canadians with and without a primary care provider: a qualitative analysis of open-ended cross-sectional survey responses. Prim Health Care Res Dev. 2025;26:e1. doi:10.1017/s1463423624000677 PubMed

81.Statistics Canada. Health care access and experiences among Indigenous people, 2024. Government of Canada; 2024. Accessed October 22, 2025. https://www150.statcan.gc.ca/n1/daily-quotidien/241104/dq241104a-eng.htm

82.Srugo SA, Ricci C, Leason J, Jiang Y, Luo W, Nelson C. Disparities in primary and emergency health care among “off-reserve” Indigenous females compared with non-Indigenous females aged 15-55 years in Canada. CMAJ. 2023;195(33):E1097-E1111. doi:10.1503/cmaj.221407 PubMed

83.Burnside J, Thomas T, Sebastiani G, Saeed S. Geographical disparities in gastroenterologists and transient elastography across Canada. Can Liver J. 2023;6(4):417-424. doi:10.3138/canlivj-2023-0010 PubMed

84.Canadian Institute for Health Information. Supply, Distribution and Migration of Physicians in Canada, 2024 - Data Tables. 2024. Accessed November 12, 2025. https://www.cihi.ca/sites/default/files/document/supply-distribution-migration-physicians-in-canada-2024-data-tables-en.xlsx

85.MacKay J. Listowel Liver screening clinics may expand. CKNX News. April 11, 2024. Accessed October 21, 2025. https://cknxnewstoday.ca/midwestern/news/2024/04/11/listowel-liver-screening-clinics-may-expand

86.Gastrointestinal Society. Early Detection of Liver Disease With FibroScan®. Gastrointestinal Society & Canadian Society of Intestinal Research; 2024. Accessed October 21, 2025. https://badgut.org/information-centre/product-reviews/fibroscan/

87.Castagneto-Gissey L, Bornstein SR, Mingrone G. Can liquid biopsies for MASH help increase the penetration of metabolic surgery? A narrative review. Metabolism - Clinical and Experimental. 2024;151:155721. doi:10.1016/j.metabol.2023.155721 PubMed

88.Woodard JS, Velji-Ibrahim J, Abrams GA. Significant Within-Individual Variability in VCTE Liver Stiffness Measurements at Two Intercostal Spaces in Subjects with MASLD: Implications for Evaluating Improvement in Liver Fibrosis After Weight-Loss or Liver-Directed Therapy. Diseases. 2024;12(11):288. doi:10.3390/diseases12110288 PubMed

89.Li G, Zhang X, Lin H, Liang LY, Wong GL, Wong VW. Non-invasive tests of non-alcoholic fatty liver disease. Chin Med J (Engl). 2022;135(5):532-546. doi:10.1097/cm9.0000000000002027 PubMed

90.Ozercan AM, Ozkan H. Vibration-controlled Transient Elastography in NAFLD: Review Study. Euroasian J Hepatogastroenterol. 2022;12(Suppl 1):S41-S45. doi:10.5005/jp-journals-10018-1365 PubMed

91.Zhang S, Mak LY, Yuen MF, Seto WK. Screening strategy for non-alcoholic fatty liver disease. Clin Mol Hepatol. 2023;29(Suppl):S103-S122. doi:10.3350/cmh.2022.0336 PubMed

92.Davidson M, Kielar A, Tonseth RP, Seland K, Harvie S, Hanneman K. The Landscape of Rural and Remote Radiology in Canada: Opportunities and Challenges. Can Assoc Radiol J. 2024;75(2):304-312. doi:10.1177/08465371231197953 PubMed

93.Canada's Drug Agency. Health Technology Review: Planning for the Introduction of New CT Services in Rural and Remote Communities in Canada. Can J Health Technol. 2025;5(2):1-13. doi:10.51731/cjht.2025.1090

94.Kim J, Raggi P, Carreau AM, Wharton S, Cheng AYY, Swain MG. A review of multidisciplinary care in metabolic dysfunction-associated steatohepatitis and cardiometabolic disease, with a focus on Canada. Diabetes Obes Metab. 2025;27:6831-6846. doi:10.1111/dom.70117 PubMed

95.Stine JG, Bradley D, McCall-Hosenfeld J, et al. Multidisciplinary clinic model enhances liver and metabolic health outcomes in adults with MASH. Hepatol Commun. 2025;9(2):e0649. doi:10.1097/hc9.0000000000000649 PubMed

96.Brown BB, Patel C, McInnes E, Mays N, Young J, Haines M. The effectiveness of clinical networks in improving quality of care and patient outcomes: a systematic review of quantitative and qualitative studies. BMC Health Serv Res. 2016;16(1):360. doi:10.1186/s12913-016-1615-z PubMed

97.Sedgewick JR, Ali A, Badea A, Carr T, Groot G. Service providers’ perceptions of support needs for Indigenous cancer patients in Saskatchewan: a needs assessment. BMC Health Serv Res. 2021;21(1):848. doi:10.1186/s12913-021-06821-6 PubMed

98.Young S, Tariq R, Provenza J, et al. Prevalence and Profile of Nonalcoholic Fatty Liver Disease in Lean Adults: Systematic Review and Meta-Analysis. Hepatol Commun. 2020;4(7):953-972. doi:10.1002/hep4.1519 PubMed

99.Wang AY, Dhaliwal J, Mouzaki M. Lean non-alcoholic fatty liver disease. Clin Nutr. 2019;38(3):975-981. doi:10.1016/j.clnu.2018.08.008 PubMed

100.Crenshaw K. Mapping the Margins: Intersectionality, Identity Politics, and Violence against Women of Color. Stanford Law Rev. 1991;43(6):1241-1299. doi:10.2307/1229039

101.Flavin B. Nonalcoholic steatohepatitis/metabolic dysfunction-associated steatohepatitis emerging market: Preparing managed care for early intervention, equitable access, and integrating the patient perspective. J Manag Care Spec Pharm. 2024;30(9-a Suppl):S1-S13. doi:10.18553/jmcp.2024.30.9-a.s1

102.Tincopa MA, Wong J, Fetters M, Lok AS. Patient disease knowledge, attitudes and behaviours related to non-alcoholic fatty liver disease: a qualitative study. BMJ Open Gastroenterol. 2021;8(1):e000634. doi:10.1136/bmjgast-2021-000634 PubMed

103.Grønkjær LL, Lauridsen MM. Quality of life and unmet needs in patients with chronic liver disease: A mixed-method systematic review. JHEP Rep. 2021;3(6):100370. doi:10.1016/j.jhepr.2021.100370 PubMed

104.Wilson MP, Tang A, Low G, et al. Part 1: CAR Metabolic Dysfunction-Associated Steatotic Liver Disease Working Group Guidance Statements for Detecting and Grading Hepatic Steatosis Using Ultrasound, CT, or MRI. Can Assoc Radiol J. 2025;77(1):58-72. doi:10.1177/08465371251357444 PubMed

105.Wilson MP, Low G, Shaheen AA, et al. Part 2: CAR Metabolic Dysfunction-Associated Steatotic Liver Disease Working Group Recommendations for Risk Stratifying Patients With MASLD. Can Assoc Radiol J. 2025;77(1):73-84. doi:10.1177/08465371251357447 PubMed

106.Wilson MP, Low G, Medellin A, et al. Part 3: CAR Dysfunction-Associated Steatotic Liver Disease Working Group Recommendations for Ultrasound Shear Wave Elastography and MR Elastography Program Implementation, Funding, and Quality Assurance. Can Assoc Radiol J. 2025;77(1):85-97. doi:10.1177/08465371251357446 PubMed

107.Alberta Health Services. Non-Alcoholic Fatty Liver Disease (NAFLD) Primary Care Pathway. 2021. Accessed September 10, 2025. https://www.albertahealthservices.ca/assets/about/scn/ahs-scn-dh-pathway-nafld.pdf

108.Shared Health Manitoba. Management of Metabolic Dysfunction Associated Steatotic Liver Disease (MASLD). Shared Health Manitoba; 2024. Accessed October 09, 2025. https://healthproviders.sharedhealthmb.ca/files/provincial-clinical-guideline-masld.pdf

109.Kingston Health Sciences Centre. Primary Care Management Pathway: Metabolic-Associated Steatotic Liver Disease. 2025. Accessed September 22, 2025. https://kingstonhsc.ca/media/15943/download?attachment

110.Frączek J, Sowa A, Agopsowicz P, Migacz M, Dylińska-Kala K, Holecki M. Non-Invasive Tests as a Replacement for Liver Biopsy in the Assessment of MASLD. Medicina (Kaunas). 2025;61(4):736. doi:10.3390/medicina61040736 PubMed

111.Thomaides-Brears HB, Alkhouri N, Allende D, et al. Incidence of Complications from Percutaneous Biopsy in Chronic Liver Disease: A Systematic Review and Meta-Analysis. Dig Dis Sci. 2022;67(7):3366-3394. doi:10.1007/s10620-021-07089-w PubMed

112.Myers RP, Fong A, Shaheen AA. Utilization rates, complications and costs of percutaneous liver biopsy: a population-based study including 4275 biopsies. Liver Int. 2008;28(5):705-712. doi:10.1111/j.1478-3231.2008.01691.x PubMed

113.Aljawad M, Yoshida EM, Uhanova J, Marotta P, Chandok N. Percutaneous liver biopsy practice patterns among Canadian hepatologists. Can J Gastroenterol. 2013;27(11):e31-e34. doi:10.1155/2013/429834 PubMed

114.Hudson D, Afzaal T, Bualbanat H, et al. Modernizing metabolic dysfunction-associated steatotic liver disease diagnostics: the progressive shift from liver biopsy to noninvasive techniques. Ther Adv Gastroenterol. 2024;17:17562848241276334. doi:10.1177/17562848241276334 PubMed

115.Siddiqui MS, Yamada G, Vuppalanchi R, et al. Diagnostic Accuracy of Noninvasive Fibrosis Models to Detect Change in Fibrosis Stage. Clin Gastroenterol Hepatol. 2019;17(9):1877-1885.e5. doi:10.1016/j.cgh.2018.12.031 PubMed

116.Kim BK, Kim DY, Park JY, et al. Validation of FIB-4 and comparison with other simple noninvasive indices for predicting liver fibrosis and cirrhosis in hepatitis B virus-infected patients. Liver Int. 2010;30(4):546-553. doi:10.1111/j.1478-3231.2009.02192.x PubMed

117.Nouso K, Kawanaka M, Fujii H, et al. Validation study of age-independent fibrosis score (Fibrosis-3 index) in patients with metabolic dysfunction-associated steatotic liver disease. Hepatol Res. 2024;54(10):912-920. doi:10.1111/hepr.14039 PubMed

118.van Kleef LA, Sonneveld MJ, de Man RA, de Knegt RJ. Poor performance of FIB-4 in elderly individuals at risk for chronic liver disease - implications for the clinical utility of the EASL NIT guideline. J Hepatol. 2022;76(1):245-246. doi:10.1016/j.jhep.2021.08.017 PubMed

119.Hamelius L, Nordin G, Bjellerup P, Larsson A. Age- and sex-specific reference values for FIB-4 derived from the Nordic Reference Interval Project (NORIP). Scand J Clin Lab Invest. 2025;85(6):462-467. doi:10.1080/00365513.2025.2559352 PubMed

120.Thiele M, Madsen BS, Hansen JF, Detlefsen S, Antonsen S, Krag A. Accuracy of the Enhanced Liver Fibrosis Test vs FibroTest, Elastography, and Indirect Markers in Detection of Advanced Fibrosis in Patients With Alcoholic Liver Disease. Gastroenterology. 2018;154(5):1369-1379. doi:10.1053/j.gastro.2018.01.005 PubMed

121.Younossi ZM, Felix S, Jeffers T, et al. Performance of the Enhanced Liver Fibrosis Test to Estimate Advanced Fibrosis Among Patients With Nonalcoholic Fatty Liver Disease. JAMA Netw Open. 2021;4(9):e2123923. doi:10.1001/jamanetworkopen.2021.23923 PubMed

122.Siddiqui MS, Vuppalanchi R, Van Natta ML, et al. Vibration-Controlled Transient Elastography to Assess Fibrosis and Steatosis in Patients With Nonalcoholic Fatty Liver Disease. Clin Gastroenterol Hepatol. 2019;17(1):156-163.e2. doi:10.1016/j.cgh.2018.04.043 PubMed

123.Jalil S, Pagadala M, Dunn N, et al. Transient Elastography and Fibroscan: Stethoscope of a Hepatologist in Today’s World. Curr Hepatol Reps. 2025;24(1):41. doi:10.1007/s11901-025-00713-7 PubMed

124.Aljawad M, Sirpal S, Yoshida EM, Chandok N. Transient Elastography in Canada: Current State and Future Directions. Can J Gastroenterol Hepatol. 2015;29(7):373-376. doi:10.1155/2015/672853 PubMed

125.Castéra L, Foucher J, Bernard P-H, et al. Pitfalls of Liver Stiffness Measurement: A 5-Year Prospective Study of 13,369 Examinations. Hepatology. 2010;51(3):828-835. doi:10.1002/hep.23425 PubMed

126.Perazzo H, Veloso VG, Grinsztejn B, Hyde C, Castro R. Factors That Could Impact on Liver Fibrosis Staging by Transient Elastography. Int J Hepatol. 2015;2015(1):624596. doi:10.1155/2015/624596 PubMed

127.Moini M, Onofrio F, Hansen BE, Adeyi O, Khalili K, Patel K. Combination of FIB-4 with ultrasound surface nodularity or elastography as predictors of histologic advanced liver fibrosis in chronic liver disease. Sci Rep. 2021;11(1):19275. doi:10.1038/s41598-021-98776-1 PubMed

128.Frulio N, Trillaud H. Ultrasound elastography in liver. Diagn Interv Imaging. 2013;94(5):515-534. doi:10.1016/j.diii.2013.02.005 PubMed

129.Chimoriya R, Piya MK, Simmons D, Ahlenstiel G, Ho V. The Use of Two-Dimensional Shear Wave Elastography in People with Obesity for the Assessment of Liver Fibrosis in Non-Alcoholic Fatty Liver Disease. J. 2021;10(1):95. doi:10.3390/jcm10010095

130.Vuorenmaa AS, Siitama EMK, Mäkelä KS. Inter-operator and inter-device reproducibility of shear wave elastography in healthy muscle tissues. J Appl Clin Med Phys. 2022;23(9):e13717. doi:10.1002/acm2.13717 PubMed

131.Byenfeldt M, Elvin A, Fransson P. Influence of Probe Pressure on Ultrasound-Based Shear Wave Elastography of the Liver Using Comb-Push 2-D Technology. Ultrasound Med Biol. 2019;45(2):411-428. doi:10.1016/j.ultrasmedbio.2018.09.023 PubMed

132.Davyduke T, Tandon P, Al‐Karaghouli M, Abraldes JG, Ma MM. Impact of Implementing a “FIB‐4 First” Strategy on a Pathway for Patients With NAFLD Referred From Primary Care. Hepatol Commun. 2019;3(10):1322-1333. doi:10.1002/hep4.1411 PubMed

133.Congly SE, Shaheen AA, Swain MG. Modelling the cost effectiveness of non-alcoholic fatty liver disease risk stratification strategies in the community setting. PLoS One. 2021;16(5):e0251741. doi:10.1371/journal.pone.0251741 PubMed

134.Srivastava A, Jong S, Gola A, et al. Cost-comparison analysis of FIB-4, ELF and fibroscan in community pathways for non-alcoholic fatty liver disease. BMC Gastroenterol. 2019;19(1):122. doi:10.1186/s12876-019-1039-4 PubMed

135.Zaiou M, Joubert O. Racial and Ethnic Disparities in NAFLD: Harnessing Epigenetic and Gut Microbiota Pathways for Targeted Therapeutic Approaches. Biomolecules. 2025;15(5):669. doi:10.3390/biom15050669 PubMed

136.Pericàs JM, Anstee QM, Augustin S, et al. A roadmap for clinical trials in MASH-related compensated cirrhosis. Nat Rev Gastroenterol Hepatol. 2024;21(11):809-823. doi:10.1038/s41575-024-00955-8 PubMed

137.Lallukka S, Sädevirta S, Kallio MT, et al. Predictors of Liver Fat and Stiffness in Non-Alcoholic Fatty Liver Disease (NAFLD) - an 11-Year Prospective Study. Sci Rep. 2017;7(1):14561. doi:10.1038/s41598-017-14706-0 PubMed

138.L’homme L, Sermikli BP, Haas JT, et al. Adipose tissue macrophage infiltration and hepatocyte stress increase GDF-15 throughout development of obesity to MASH. Nature Communications. 2024;15(1):7173. doi:10.1038/s41467-024-51078-2 PubMed

139.Lavergne MR, Bodner A, Peterson S, et al. Do changes in primary care service use over time differ by neighbourhood income? Population-based longitudinal study in British Columbia, Canada. Int J Equity Health. 2022;21(1):80. doi:10.1186/s12939-022-01679-4 PubMed

140.Barbo G, Alam S. Indigenous people's experiences of primary health care in Canada: a qualitative systematic review. Health Promot Chronic Dis Prev Can. 2024;44(4):131-151. doi:10.24095/hpcdp.44.4.01 PubMed

141.Martin D, Miller AP, Quesnel-Vallée A, Caron NR, Vissandjée B, Marchildon GP. Canada's universal health-care system: achieving its potential. Lancet. 2018;391(10131):1718-1735. doi:10.1016/s0140-6736(18)30181-8 PubMed

142.Vilar-Gomez E, Martinez-Perez Y, Calzadilla-Bertot L, et al. Weight Loss Through Lifestyle Modification Significantly Reduces Features of Nonalcoholic Steatohepatitis. Gastroenterology. 2015;149(2):367-378.e5. doi:10.1053/j.gastro.2015.04.005 PubMed

143.Alam S, Jahid Hasan M, Khan MAS, Alam M, Hasan N. Effect of Weight Reduction on Histological Activity and Fibrosis of Lean Nonalcoholic Steatohepatitis Patient. J Transl Int Med. 2019;7(3):106-114. doi:10.2478/jtim-2019-0023 PubMed

144.Murdan S, Wei L, van Riet-Nales DA, et al. Association between culture and the preference for, and perceptions of, 11 routes of medicine administration: A survey in 21 countries and regions. Explor Res Clin Soc Pharm. 2023;12:100378. doi:10.1016/j.rcsop.2023.100378 PubMed

145.Drumond N, van Riet-Nales DA, Karapinar-Çarkit F, Stegemann S. Patients' appropriateness, acceptability, usability and preferences for pharmaceutical preparations: Results from a literature review on clinical evidence. Int J Pharm. 2017;521(1-2):294-305. doi:10.1016/j.ijpharm.2017.02.029 PubMed

146.Huynh TK, Ostergaard A, Egsmose C, Madsen OR. Preferences of patients and health professionals for route and frequency of administration of biologic agents in the treatment of rheumatoid arthritis. Patient Prefer Adherence. 2014;8:93-99. doi:10.2147/ppa.S55156 PubMed

147.Jull J, Giles A, Boyer Y, Stacey D, Minwaashin Lodge TAWsSC. Cultural adaptation of a shared decision making tool with Aboriginal women: a qualitative study. BMC Med Inform Decis Mak. 2015;15(1):1. doi:10.1186/s12911-015-0129-7 PubMed

148.Patel S, Partida D, Magee C, et al. Steatotic Liver Disease Education Enhances Knowledge and Confidence to Adhere to Provider Recommendations in Diverse and Vulnerable Populations. Gastro Hep Adv. 2025;4(3):100589. doi:10.1016/j.gastha.2024.11.005 PubMed

149.Dalal N, Catalli L, Miller SA, et al. BRIDGE to liver health: implementation of a group telehealth psychoeducational program through shared medical appointments for MASLD management. BMC Public Health. 2024;24(1):1546. doi:10.1186/s12889-024-18865-4 PubMed

150.Belete AM, Gemeda BN, Akalu TY, Aynalem YA, Shiferaw WS. What is the effect of mobile phone text message reminders on medication adherence among adult type 2 diabetes mellitus patients: a systematic review and meta-analysis of randomized controlled trials. BMC Endocr Disord. 2023;23(1):18. doi:10.1186/s12902-023-01268-8 PubMed

151.Kwon OY, Lee MK, Lee HW, Kim H, Lee JS, Jang Y. Mobile App-Based Lifestyle Coaching Intervention for Patients With Nonalcoholic Fatty Liver Disease: Randomized Controlled Trial. J Med Internet Res. 2024;26:e49839. doi:10.2196/49839 PubMed

152.Jongebloed H, Anderson K, Winter N, et al. The digital divide in rural and regional communities: a survey on the use of digital health technology and implications for supporting technology use. BMC Res Notes. 2024;17(1):90. doi:10.1186/s13104-024-06687-x PubMed

153.Maita KC, Maniaci MJ, Haider CR, et al. The Impact of Digital Health Solutions on Bridging the Health Care Gap in Rural Areas: A Scoping Review. Perm J. 2024;28(3):130-143. doi:10.7812/tpp/23.134 PubMed

154.Chen MJ, Chen Y, Lin JQ, et al. Evidence summary of lifestyle interventions in adults with metabolic dysfunction-associated steatotic liver disease. Front Nutr. 2025;11:1421386. doi:10.3389/fnut.2024.1421386 PubMed

155.Zafar Y, Sohail MU, Saad M, et al. eHealth interventions and patients with metabolic dysfunction-associated steatotic liver disease: a systematic review and meta-analysis. BMJ Open Gastroenterology. 2025;12(1):e001670. doi:10.1136/bmjgast-2024-001670 PubMed

156.Novo Nordisk A/S. Prescribing information: Wegovy (semaglutide), for subcutaneous use. U.S. Food and Drug Administration; 2025. Accessed 2025 October 03. https://www.accessdata.fda.gov/drugsatfda_docs/label/2025/215256s024lbl.pdf

157.U.S. Food and Drug Administration. FDA Approves Treatment for Serious Liver Disease Known as 'MASH'. Accessed October 27, 2025. https://www.fda.gov/drugs/news-events-human-drugs/fda-approves-treatment-serious-liver-disease-known-mash

158.Madrigal Pharmaceuticals Inc. Prescribing information: Rezdiffra (resmetirom) tablets, for oral use. U.S. Food and Drug Administration; 2024. Accessed October 03, 2025. https://www.accessdata.fda.gov/drugsatfda_docs/label/2024/217785s000lbl.pdf

159.U.S. Food and Drug Administration. FDA Approves First Treatment for Patients with Liver Scarring Due to Fatty Liver Disease. Accessed September 22, 2025. https://www.fda.gov/news-events/press-announcements/fda-approves-first-treatment-patients-liver-scarring-due-fatty-liver-disease

160.European Medicines Agency. Committee for Medicinal Products for Human Use (CHMP) summary of positive opinion for Rezdiffra. European Medicines Agency; 2025. Accessed October 03, 2025. https://www.ema.europa.eu/en/documents/smop-initial/chmp-summary-positive-opinion-rezdiffra_en.pdf

161.Madrigal Pharmaceuticals Inc. Madrigal Receives European Commission Approval for Rezdiffra™ (resmetirom) for the Treatment of MASH with Moderate to Advanced Liver Fibrosis. Accessed October 27, 2025. https://www.biospace.com/press-releases/madrigal-receives-european-commission-approval-for-rezdiffra-resmetirom-for-the-treatment-of-mash-with-moderate-to-advanced-liver-fibrosis

162.National Institute for Health and Care Excellence (NICE). Semaglutide for treating moderate to advanced liver fibrosis (without cirrhosis) caused by metabolic dysfunction-associated steatohepatitis [ID6458]. Accessed November 27, 2025. https://www.nice.org.uk/guidance/indevelopment/gid-ta11477

163.National Institute for Health and Care Excellence (NICE). Resmetirom for treating non-alcoholic steatohepatitis and liver fibrosis [TSID11905] [ID6529]. Accessed November 27, 2025. https://www.nice.org.uk/guidance/awaiting-development/gid-ta11414

164.Tice J, Suh K, Fahim S, et al. Resmetirom and Obeticholic Acid for Non-Alcoholic Steatohepatitis (NASH); Final Evidence Report & Meeting Summary. ICER; 2023. Accessed November 13, 2025. https://icer.org/wp-content/uploads/2025/01/NASH-Final-Report_Updated_011025.pdf

165.Novo Nordisk Canada Inc. Wegovy (semaglutide injection) Product Monograph. Health Canada; 2025. Accessed January 7, 2026. https://pdf.hres.ca/dpd_pm/00082777.PDF

166.Allen AM, Younossi ZM, Diehl AM, Charlton MR, Lazarus JV. Envisioning how to advance the MASH field. Nature Reviews Gastroenterology & Hepatology. 2024;21(10):726-738. doi:10.1038/s41575-024-00938-9 PubMed

167.Noureddin M, Charlton MR, Harrison SA, et al. Expert Panel Recommendations: Practical Clinical Applications for Initiating and Monitoring Resmetirom in Patients With MASH/NASH and Moderate to Noncirrhotic Advanced Fibrosis. Clin Gastroenterol Hepatol. 2024;22(12):2367-2377. doi:10.1016/j.cgh.2024.07.003 PubMed

168.Chee NM, Sinnanaidu RP, Chan WK. Vitamin E improves serum markers and histology in adults with metabolic dysfunction-associated steatotic liver disease: Systematic review and meta-analysis. J Gastroenterol Hepatol. 2024;39(12):2545-2554. doi:10.1111/jgh.16723 PubMed

169.Sanyal AJ, Chalasani N, Kowdley KV, et al. Pioglitazone, Vitamin E, or Placebo for Nonalcoholic Steatohepatitis. N Engl J Med. 2010;362(18):1675-1685. doi:10.1056/NEJMoa0907929 PubMed

170.Ndakotsu A, Vivekanandan G. The Role of Thiazolidinediones in the Amelioration of Nonalcoholic Fatty Liver Disease: A Systematic Review. Cureus. 2022;14(5):e25380. doi:10.7759/cureus.25380 PubMed

171.Zhao Y, Zhao W, Wang H, Zhao Y, Bu H, Takahashi H. Pioglitazone on nonalcoholic steatohepatitis: A systematic review and meta-analysis of 15 RCTs. Medicine (Baltimore). 2022;101(46):e31508. doi:10.1097/md.0000000000031508 PubMed

172.Zhang S, Ren X, Zhang B, Lan T, Liu B. A Systematic Review of Statins for the Treatment of Nonalcoholic Steatohepatitis: Safety, Efficacy, and Mechanism of Action. Molecules. 2024;29(8):1859. doi:10.3390/molecules29081859 PubMed

173.Arai T, Atsukawa M, Tsubota A, et al. Efficacy and safety of oral semaglutide in patients with non-alcoholic fatty liver disease complicated by type 2 diabetes mellitus: A pilot study. JGH open. 2022;6(7):503-511. doi:10.1002/jgh3.12780 PubMed

174.Zhu K, Kakkar R, Chahal D, Yoshida EM, Hussaini T. Efficacy and safety of semaglutide in non-alcoholic fatty liver disease. World J Gastroenterol. 2023;29(37):5327-5338. doi:10.3748/wjg.v29.i37.5327 PubMed

175.Alkhouri N, Charlton M, Gray M, Noureddin M. The pleiotropic effects of glucagon-like peptide-1 receptor agonists in patients with metabolic dysfunction-associated steatohepatitis: a review for gastroenterologists. Expert Opin Investig Drugs. 2025;34(3):169-195. doi:10.1080/13543784.2025.2473062 PubMed

176.Wang Y, Zhou Y, Wang Z, Ni Y, Prud'homme GJ, Wang Q. Efficacy of GLP-1-based Therapies on Metabolic Dysfunction-Associated Steatotic Liver Disease and Metabolic Dysfunction-Associated Steatohepatitis: A Systematic Review and Meta-Analysis. J Clin Endocrinol Metab. 2025;110(10):2964-2979. doi:10.1210/clinem/dgaf336 PubMed

177.Mo M, Huang Z, Liang Y, Liao Y, Xia N. The safety and efficacy evaluation of sodium-glucose co-transporter 2 inhibitors for patients with non-alcoholic fatty liver disease: An updated meta-analysis. Dig Liver Dis. 2022;54(4):461-468. doi:10.1016/j.dld.2021.08.017 PubMed

178.Zhou P, Tan Y, Hao Z, Xu W, Zhou X, Yu J. Effects of SGLT2 inhibitors on hepatic fibrosis and steatosis: A systematic review and meta-analysis. Front Endocrinol (Lausanne). 2023;14:1144838. doi:10.3389/fendo.2023.1144838 PubMed

179.Foundation for the National Institutes of Health. NCT07122700: Evaluation of Non-Invasive Tests for Metabolic Liver Disease (NIMBLE). ClinicalTrials.gov. Accessed September 22, 2025. https://clinicaltrials.gov/study/NCT07122700

180.Chen VL, Morgan TR, Rotman Y, et al. Resmetirom therapy for metabolic dysfunction-associated steatotic liver disease: October 2024 updates to AASLD Practice Guidance. Hepatology. 2025;81(1):312-320. doi:10.1097/HEP.0000000000001112 PubMed

181.Younossi ZM, Zelber-Sagi S, Lazarus JV, et al. Global Consensus Recommendations for Metabolic Dysfunction-Associated Steatotic Liver Disease and Steatohepatitis. Gastroenterology. 2025;169(5):1017-1032.e2. doi:10.1053/j.gastro.2025.02.044 PubMed

182.Nephew LD, Aitcheson G, Iyengar M. The Impact of Racial Disparities on Liver Disease Access and Outcomes. Curr Treat Options Gastroenterol. 2022;20(3):279-294. doi:10.1007/s11938-022-00390-1

183.Farahvash A, Lee MCM, Jain R, Jaakkimainen L. Pattern of semaglutide prescription in a real-world Canadian patient cohort. Prim Care Diabetes. 2025;19(5):512-516. doi:10.1016/j.pcd.2025.06.006 PubMed

184.Simacek KF, Ko JJ, Moreton D, Varga S, Johnson K, Katic BJ. The Impact of Disease-Modifying Therapy Access Barriers on People With Multiple Sclerosis: Mixed-Methods Study. J Med Internet Res. 2018;20(10):e11168. doi:10.2196/11168 PubMed

185.Kruja K, Mestre-Ferrandiz J, Hopkins MM, Ryll B, Kalo Z, Moon S. Policies to promote affordability and access across the life cycle of costly new drugs. BMJ. 2025;391:e086516. doi:10.1136/bmj-2025-086516 PubMed

186.Freund T, Everett C, Griffiths P, Hudon C, Naccarella L, Laurant M. Skill mix, roles and remuneration in the primary care workforce: who are the healthcare professionals in the primary care teams across the world? Int J Nurs Stud. 2015;52(3):727-743. doi:10.1016/j.ijnurstu.2014.11.014 PubMed

187.Casler K, Trees K, Bosak K. Providing Care for Fatty Liver Disease Patients: Primary Care Nurse Practitioners' Knowledge, Actions, and Preparedness. Gastroenterol Nurs. 2020;43(5):E184-E189. doi:10.1097/SGA.0000000000000487 PubMed

188.Lazarus JV, Kakalou C, Palayew A, et al. A Twitter discourse analysis of negative feelings and stigma related to NAFLD, NASH and obesity. Liver Int. 2021;41(10):2295-2307. doi:10.1111/liv.14969 PubMed

189.Younossi ZM, AlQahtani SA, Funuyet-Salas J, et al. The impact of stigma on quality of life and liver disease burden among patients with nonalcoholic fatty liver disease. JHEP Reports. 2024;6(7):101066. doi:10.1016/j.jhepr.2024.101066 PubMed

190.Thomas MK, Lammert LJ, Beverly EA. Food Insecurity and its Impact on Body Weight, Type 2 Diabetes, Cardiovascular Disease, and Mental Health. Curr Cardiovasc Risk Rep. 2021;15(9):15. doi:10.1007/s12170-021-00679-3 PubMed

191.Gyawali B, Mkoma GF, Harsch S. Social Determinants Influencing Nutrition Behaviors and Cardiometabolic Health in Indigenous Populations: A Scoping Review of the Literature. Nutrients. 2024;16(16):2750. doi:10.3390/nu16162750 PubMed

192.Montesanti S, Fleming E, Furlano J, et al. Navigating policy and infrastructure inequities in Indigenous primary health care: A qualitative comparative policy analysis of Alberta and Ontario. SSM - Health Systems. 2025;5:100109. doi:10.1016/j.ssmhs.2025.100109

193.Bansal MB, Patton H, Morgan TR, Carr RM, Dranoff JA, Allen AM. Semaglutide therapy for metabolic dysfunction-associated steatohepatitis: November 2025 updates to AASLD Practice Guidance. Hepatology. 2026;83(5):1326-1340. doi:10.1097/HEP.0000000000001608 PubMed

194.Fouad Y, Mostafa AM, Pan Z, et al. Evaluation of Stigma Toward Fatty Liver Disease. Endocr Metab Immune Disord Drug Targets. 2025:1-8. doi:10.2174/0118715303359141250420070406 PubMed

195.Wiedmeyer ML, Pedersen JS, Wakil Z, Hedden L. Equity in practice: Integrating cross cultural health brokers for culturally safe primary care for immigrants and refugees in British Columbia. Healthc Manage Forum. 2024;37(1_suppl):23s-27s. doi:10.1177/08404704241264426 PubMed

196.Allen AM, Charlton M, Cusi K, et al. Guideline-based management of metabolic dysfunction-associated steatotic liver disease in the primary care setting. Postgrad Med. 2024;136(3):229-245. doi:10.1080/00325481.2024.2325332 PubMed

197.Berardinelli D, Conti A, Hasnaoui A, et al. Nurse-Led Interventions for Improving Medication Adherence in Chronic Diseases: A Systematic Review. Healthcare (Basel). 2024;12(23):2337. doi:10.3390/healthcare12232337 PubMed

198.Abejirinde IO, Kishimoto V, Pfisterer KJ, et al. An equity analysis of remote patient monitoring programs unveils assumptions on digital health equity. NPJ Digit Med. 2025;8(1):320. doi:10.1038/s41746-025-01731-x PubMed

199.Thomas EE, Taylor ML, Banbury A, et al. Factors influencing the effectiveness of remote patient monitoring interventions: a realist review. BMJ Open. 2021;11(8):e051844. doi:10.1136/bmjopen-2021-051844 PubMed

200.Turer CB, Park JJ, Gupta OT, et al. Electronic phenotypes to distinguish clinician attention to high body mass index, hypertension, lipid disorders, fatty liver and diabetes in pediatric primary care: Diagnostic accuracy of electronic phenotypes compared to masked comprehensive chart review. Pediatr Obes. 2023;18(10):e13066. doi:10.1111/ijpo.13066 PubMed

201.Zhang X, Yip TC, Wong GL, et al. Clinical care pathway to detect advanced liver disease in patients with type 2 diabetes through automated fibrosis score calculation and electronic reminder messages: a randomised controlled trial. Gut. 2023;72(12):2364-2371. doi:10.1136/gutjnl-2023-330269 PubMed

202.Lionis C, Papadakis S, Anastasaki M, et al. Practice Recommendations for the Management of MASLD in Primary Care: Consensus Results. Diseases. 2024;12(8):180. doi:10.3390/diseases12080180 PubMed

203.Garattini L, Badinella Martini M, Mannucci PM. Integrated care: easy in theory, harder in practice? Intern Emerg Med. 2022;17(1):3-6. doi:10.1007/s11739-021-02830-9 PubMed

204.Martens M, Danhieux K, Van Belle S, et al. Integration or Fragmentation of Health Care? Examining Policies and Politics in a Belgian Case Study. Int J Health Policy Manag. 2022;11(9):1668-1681. doi:10.34172/ijhpm.2021.58 PubMed

205.Smeets M, Baldewijns K, Vaes B, Vandenhoudt H. Integration of Chronic Care in a Fragmented Healthcare System Comment on “Integration or Fragmentation of Health Care? Examining Policies and Politics in a Belgian Case Study.” Int J Health Policy Manag. 2023;12:7143. doi:10.34172/ijhpm.2022.7143 PubMed

206.Basu R, Noureddin M, Clark JM. Nonalcoholic Fatty Liver Disease: Review of Management for Primary Care Providers. Mayo Clin Proc. 2022;97(9):1700-1716. doi:10.1016/j.mayocp.2022.04.005 PubMed

207.Castera L, Alazawi W, Bugianesi E, et al. A European Survey to Identify Challenges in the Management of Metabolic Dysfunction-Associated Steatotic Liver Disease. Liver Int. 2025;45(2):e16224. doi:10.1111/liv.16224 PubMed

208.Allen AM, Lazarus JV, Younossi ZM. Healthcare and socioeconomic costs of NAFLD: A global framework to navigate the uncertainties. J Hepatol. 2023;79(1):209-217. doi:10.1016/j.jhep.2023.01.026 PubMed

209.Kumar S, Mohanty A, Mantry P, et al. Deploying a metabolic dysfunction-associated steatohepatitis consensus care pathway: findings from an educational pilot in three health systems. BMC Prim Care. 2024;25(1):265. doi:10.1186/s12875-024-02517-y PubMed

210.Moolla A, Motohashi K, Marjot T, et al. A multidisciplinary approach to the management of NAFLD is associated with improvement in markers of liver and cardio-metabolic health. Frontline Gastroenterol. 2019;10(4):337. doi:10.1136/flgastro-2018-101155 PubMed

211.Cobbold JFL, Raveendran S, Peake CM, Anstee QM, Yee MS, Thursz MR. Piloting a multidisciplinary clinic for the management of non-alcoholic fatty liver disease: initial 5-year experience. Frontline Gastroenterol. 2013;4(4):263. doi:10.1136/flgastro-2013-100319 PubMed

212.Bain VG, Wong WW, Greig PD, Yoshida EM. Hepatology and the Canadian gastroenterologist: interest, attitudes and patterns of practice: results of a national survey from the Canadian Association of Gastroenterology. Can J Gastroenterol. 2003;17(1):25-29. doi:10.1155/2003/709303 PubMed

213.Liver Canada. Wholistic Conversations on Liver Wellness: An Indigenous Perspective. Accessed October 10, 2025. https://liver.ca/resource/wholistic-conversations-on-liver-wellness-an-indigenous-perspective/

214.Maillet L, Thiebaut GC, Goudet A, Marchand JS. Promoting Coevolution Between Healthcare Organizations and Communities as Part of Social and Health Pathways Management in Quebec: Contributions of the Complex Adaptive Systems Approach. Health Serv Insights. 2025;18:11786329251332797. doi:10.1177/11786329251332797 PubMed

215.Allana A, Kuluski K, Tavares W, Pinto AD. Building integrated, adaptive and responsive healthcare systems – lessons from paramedicine in Ontario, Canada. BMC Health Serv Res. 2022;22(1):595. doi:10.1186/s12913-022-07856-z PubMed

216.Health Canada. Caring for Canadians: Canada's Future Health Workforce: The Canadian Health Workforce Education, Training and Distribution Study Executive Summary. Government of Canada; 2025. Accessed October 22, 2025. https://www.canada.ca/en/health-canada/services/health-care-system/health-human-resources/workforce-education-training-distribution-study.html

217.Moecke DP, Holyk T, Beckett M, et al. Scoping review of telehealth use by Indigenous populations from Australia, Canada, New Zealand, and the United States. J Telemed Telecare. 2024;30(9):1398-1416. doi:10.1177/1357633x231158835 PubMed

218.Cordes A, Bak M, Lyndon M, et al. Competing interests: digital health and indigenous data sovereignty. NPJ Digit Med. 2024;7(1):178. doi:10.1038/s41746-024-01171-z PubMed

219.Al-Khasawneh MA, Faheem M, Alarood AA, Habibullah S, Alzahrani A. A secure blockchain framework for healthcare records management systems. Healthc Technol Lett. 2024;11(6):461-470. doi:10.1049/htl2.12092 PubMed

220.Bayle A, Koscina M, Manset D, Perez-Kempner O. When Blockchain Meets the Right to Be Forgotten: Technology versus Law in the Healthcare Industry. Proc IEEE WIC ACM Int Conf Web Intell Intell Agent Technol. 2018:788-792. doi:10.1109/WI.2018.00133

221.Nguyen AXL, Kevorkov A, Li P, Benkelfat R. 93 Mapping Mobile Health Clinics in Canada: Delivering Equitable Primary Care to Children and Vulnerable Populations. Paediatr Child Health. 2022;27(Supplement_3):e43-e44. doi:10.1093/pch/pxac100.092

222.TELUS. TELUS Mobile Health Clinics. Accessed May 26, 2026. https://www.telus.com/en/social-impact/innovating-healthcare/health-for-good#Mobile-Health-Clinics

223.Pathways to Recovery. Mobile Health Clinics. Accessed January 9, 2026. https://pathwaystorecovery.ca/mobile-health-clinics/

224.Canada's Drug Agency. Policy Brief: Inter-jurisdictional Medical Licensing to Support Telemedicine. CDA-AMC; 2020. Accessed October 10, 2025. https://www.cda-amc.ca/sites/default/files/hta-he/cadth-policy-brief-interjurisdictional-licensing-final.pdf

225.Ige AB, Chukwurah N, Idemudia C, et al. Ethical Considerations in Data Governance: Balancing Privacy, Security, and Transparency in Data Management. IJERD. 2024;20:462-468.

226.Kuziemsky C, Hunter I, Udayasankaran JG, et al. Telehealth as a Means of Enabling Health Equity. Yearb Med Inform. 2022;31(1):60-66. doi:10.1055/s-0042-1742500 PubMed

227.Mustafa D, Al-Kfairy M. Editorial: Ethical considerations in electronic data in healthcare. Front Public Health. 2024;12:1454323. doi:10.3389/fpubh.2024.1454323 PubMed

228.Mangalote IAC, Aboumarzouk O, Al-Ansari AA, Dakua SP. A comprehensive study to learn the impact of augmented reality and haptic interaction in ultrasound-guided percutaneous liver biopsy training and education. Artif Intell Rev. 2024;57(7):186. doi:10.1007/s10462-024-10791-6

229.Pugliese N, Bertazzoni A, Hassan C, Schattenberg JM, Aghemo A. Revolutionizing MASLD: How Artificial Intelligence Is Shaping the Future of Liver Care. Cancers (Basel). 2025;17(5):722. doi:10.3390/cancers17050722 PubMed

230.Malik S, Das R, Thongtan T, Thompson K, Dbouk N. AI in Hepatology: Revolutionizing the Diagnosis and Management of Liver Disease. J Clin Med. 2024;13(24):7833. doi:10.3390/jcm13247833 PubMed

231.Yin C, Zhang H, Du J, Zhu Y, Zhu H, Yue H. Artificial intelligence in imaging for liver disease diagnosis. Front Med (Lausanne). 2025;12:1591523. doi:10.3389/fmed.2025.1591523 PubMed

232.Zhao Q, Lan Y, Yin X, Wang K. Image-based AI diagnostic performance for fatty liver: a systematic review and meta-analysis. BMC Med Imaging. 2023;23(1):208. doi:10.1186/s12880-023-01172-6 PubMed

233.Koçak B, Ponsiglione A, Stanzione A, et al. Bias in artificial intelligence for medical imaging: fundamentals, detection, avoidance, mitigation, challenges, ethics, and prospects. Diagn Interv Radiol. 2025;31(2):75-88. doi:10.4274/dir.2024.242854 PubMed

234.Ricci Lara MA, Echeveste R, Ferrante E. Addressing fairness in artificial intelligence for medical imaging. Nat Commun. 2022;13(1):4581. doi:10.1038/s41467-022-32186-3 PubMed

235.Schattenberg JM, Chalasani N, Alkhouri N. Artificial Intelligence Applications in Hepatology. Clin Gastroenterol Hepatol. 2023;21(8):2015-2025. doi:10.1016/j.cgh.2023.04.007 PubMed

236.Ueda D, Kakinuma T, Fujita S, et al. Fairness of artificial intelligence in healthcare: review and recommendations. Jpn J Radiol. 2024;42(1):3-15. doi:10.1007/s11604-023-01474-3 PubMed

237.World Health Organization. Ethics and governance of artificial intelligence for health. Guidance on large multi-modal models. World Health Organization; 2024. Accessed January 27, 2026. https://ieea.ch/wp-content/uploads/2025/04/WHO_Ethics-and-governance-of-AI-for-health.pdf

238.Government of Canada. Pan-Canadian AI for Health (AI4H) Guiding Principles. Accessed January 27, 2026. https://www.canada.ca/en/health-canada/corporate/transparency/health-agreements/pan-canadian-ai-guiding-principles.html

239.Yousefi Nooraie R, Lyons PG, Baumann AA, Saboury B. Equitable Implementation of Artificial Intelligence in Medical Imaging: What Can be Learned from Implementation Science? PET Clin. 2021;16(4):643-653. doi:10.1016/j.cpet.2021.07.002 PubMed

240.Glenning J, Gualtieri L. Patient Perspectives on Artificial Intelligence in Medical Imaging. J Particip Med. 2025;17:e67816. doi:10.2196/67816 PubMed

241.Pulaski H, Harrison SA, Mehta SS, et al. Clinical validation of an AI-based pathology tool for scoring of metabolic dysfunction-associated steatohepatitis. Nat Med. 2025;31(1):315-322. doi:10.1038/s41591-024-03301-2 PubMed

242.Abdurrachim D, Lek S, Ong CZL, et al. Utility of AI digital pathology as an aid for pathologists scoring fibrosis in MASH. J Hepatol. 2025;82(5):898-908. doi:10.1016/j.jhep.2024.11.032 PubMed

243.Akbary K, Noureddin M, Yayun R, Tai D, Boudes P. Development of AI Based Fibrosis Detection Algorithm by SHG/TPEF Microscopy for Fully Quantified Liver Fibrosis Assessment in MASH. Liver Int. 2025;45(9):e70258. doi:10.1111/liv.70258 PubMed

244.Meroueh C, Warasnhe K, Tizhoosh HR, Shah VH, Ibrahim SH. Digital pathology and spatial omics in steatohepatitis: Clinical applications and discovery potentials. Hepatology. 2025;82(6):1619-1644. doi:10.1097/hep.0000000000000866 PubMed

245.Colella F, Henderson NC, Ramachandran P. Dissecting the mechanisms of MASLD fibrosis in the era of single-cell and spatial omics. J Clin Invest. 2025;135(18):e186421. doi:10.1172/JCI186421 PubMed

246.Castañé H, Jiménez-Franco A, Hernández-Aguilera A, et al. Multi-omics profiling reveals altered mitochondrial metabolism in adipose tissue from patients with metabolic dysfunction-associated steatohepatitis. eBioMedicine. 2025;111:105532. doi:10.1016/j.ebiom.2024.105532 PubMed

247.Pirola CJ, Sookoian S. Multiomics biomarkers for the prediction of nonalcoholic fatty liver disease severity. World J Gastroenterol. 2018;24(15):1601-1615. doi:10.3748/wjg.v24.i15.1601 PubMed

248.Bourganou MV, Chondrogianni ME, Kyrou I, et al. Unraveling Metabolic Dysfunction-Associated Steatotic Liver Disease Through the Use of Omics Technologies. Int J Mol Sci. 2025;26(4):1589. doi:10.3390/ijms26041589 PubMed

249.Thiele M, Villesen IF, Niu L, et al. Opportunities and barriers in omics-based biomarker discovery for steatotic liver diseases. J Hepatol. 2024;81(2):345-359. doi:10.1016/j.jhep.2024.03.035 PubMed

250.Fishman J, Alexander T, Kim Y, Kindt I, Mendez P. A clinical decision support tool for metabolic dysfunction-associated steatohepatitis in real-world clinical settings: a mixed-method implementation research study protocol. J Comp Eff Res. 2024;13(10):e240085. doi:10.57264/cer-2024-0085 PubMed

251.Docherty M, Regnier SA, Capkun G, et al. Development of a novel machine learning model to predict presence of nonalcoholic steatohepatitis. J Am Med Inform Assoc. 2021;28(6):1235-1241. doi:10.1093/jamia/ocab003 PubMed

252.Douali N, Abdennour M, Sasso M, et al. Noninvasive diagnosis of nonalcoholic steatohepatitis disease based on clinical decision support system. Stud Health Technol Inform. 2013;192:1178. doi:10.3233/978-1-61499-289-9-1178 PubMed

253.Spann A, Bishop KM, Weitkamp AO, Stenner SP, Nelson SD, Izzy M. Clinical decision support automates care gap detection among primary care patients with nonalcoholic fatty liver disease. Hepatol Commun. 2023;7(3):e0035. doi:10.1097/hc9.0000000000000035 PubMed

254.Benmassaoud A, Bessissow A, Samoukovic G, et al. EUS-Guided Liver Biopsy and Portal Pressure Measurement Compared With a Transjugular Approach: A Randomized Controlled Trial. Clin Gastroenterol Hepatol. 2025:S1542-3565(25)00850-X. doi:10.1016/j.cgh.2025.09.025 PubMed

255.Lariño-Noia J, Fernández-Castroagudín J, de la Iglesia-García D, et al. Quality of Tissue Samples Obtained by Endoscopic Ultrasound-Guided Liver Biopsy: A Randomized, Controlled Clinical Trial. Am J Gastroenterol. 2023;118(10):1821-1828. doi:10.14309/ajg.0000000000002375 PubMed

256.Colloredo G, Guido M, Sonzogni A, Leandro G. Impact of liver biopsy size on histological evaluation of chronic viral hepatitis: the smaller the sample, the milder the disease. J Hepatol. 2003;39(2):239-244. doi:10.1016/S0168-8278(03)00191-0 PubMed

257.Ames JB, Djerboua M, Terrault NA, Booth CM, Flemming JA. Rising Healthcare Costs and Utilization among Young Adults with Cirrhosis in Ontario: A Population-Based Study. Canadian Journal of Gastroenterology and Hepatology. 2022;2022:6175913. doi:10.1155/2022/6175913 PubMed

258.Lee S, Saffo S. Evolution of care in cirrhosis: Preventing hepatic decompensation through pharmacotherapy. World J Gastroenterol. 2023;29(1):61-74. doi:10.3748/wjg.v29.i1.61 PubMed

259.Premkumar M, Anand AC. Overview of Complications in Cirrhosis. J Clin Exp Hepatol. 2022;12(4):1150-1174. doi:10.1016/j.jceh.2022.04.021 PubMed

260.LifeLabs. LifeLabs Brings New Liver Health Test to Ontario and British Columbia, Empowering Better Health Decisions. 2024. Accessed September 22, 2025. https://www.lifelabs.com/lifelabs-brings-new-liver-health-test-to-ontario-and-british-columbia-empowering-better-health-decisions/

261.Newfoundland and Labrador Health Services. Initial investigation of liver disease using Clinical Chemistry tests. Newfoundland and Labrador Health Services; 2014. Accessed November 24, 2025. https://www.gov.nl.ca/labformulary/files/Initial-Investigation-of-Liver-Disease-using-Clinical-Chemistry-Tests.pdf

262.Newfoundland and Labrador Health Services. Aspartate Aminotransferase. Accessed November 24, 2025. https://www.gov.nl.ca/labformulary/formulary/aspartate-aminotransferase/

263.Nova Scotia Health. Metabolic Dysfunction Associated Steatotic Liver Disease (MASLD) Pathway. Accessed November 24, 2025. https://www.hepatology.clinic/uploads/1/0/4/4/104488225/masld_2023_pathway.pdf

264.Ontario Ministry of Health. Schedule of Benefits for Laboratory Services. Government of Ontario; 2025. Accessed May 21, 2026. https://www.ontario.ca/files/2026-04/moh-ohip-schedule-of-benefits-laboratory-services-2026-04-01.pdf

265.LifeLabs. Liver Fibrosis Testing. Accessed November 24, 2025. https://www.lifelabs.com/test/liver-fibrosis-testing/

266.LifeLabs. LifeLabs introduces new Enhanced Liver Fibrosis Score in Ontario. 2023. Accessed September 22, 2025. https://www.lifelabs.com/notification/lifelabs-introduces-new-enhanced-liver-fibrosis-score-in-ontario/

267.King City Imaging. Shear Wave Liver Elastography (SWE). Accessed November 24, 2025. https://kingcityimaging.ca/shear-wave-liver-elastography-swe/

268.Wattacheril JJ, Abdelmalek MF, Lim JK, Sanyal AJ. AGA Clinical Practice Update on the Role of Noninvasive Biomarkers in the Evaluation and Management of Nonalcoholic Fatty Liver Disease: Expert Review. Gastroenterology. 2023;165(4):1080-1088. doi:10.1053/j.gastro.2023.06.013 PubMed

269.Cusi K, Isaacs S, Barb D, et al. American Association of Clinical Endocrinology Clinical Practice Guideline for the Diagnosis and Management of Nonalcoholic Fatty Liver Disease in Primary Care and Endocrinology Clinical Settings: Co-Sponsored by the American Association for the Study of Liver Diseases (AASLD). Endocr Pract. 2022;28(5):528-562. doi:10.1016/j.eprac.2022.03.010 PubMed

270.American Diabetes Association Professional Practice Committee. 4. Comprehensive Medical Evaluation and Assessment of Comorbidities: Standards of Care in Diabetes—2025. Diabetes Care. 2025;48(Supplement 1):S59-S85. doi:10.2337/dc25-S004 PubMed

271.de Groot JM, Geurtsen ML, Santos S, Jaddoe VWV. Ethnic disparities in liver fat accumulation in school-aged children. Obesity (Silver Spring). 2022;30(7):1472-1482. doi:10.1002/oby.23478 PubMed

272.Charlton M, Tonnu-Mihara I, Teng CC, et al. Evaluating the burden of illness of metabolic dysfunction-associated steatohepatitis in a large managed care population: The ETHEREAL Study. J Manag Care Spec Pharm. 2024;30(12):1414-1430. doi:10.18553/jmcp.2024.24106 PubMed

273.Asfari MM, Niyazi F, Lopez R, Dasarathy S, McCullough AJ. The association of nonalcoholic steatohepatitis and obstructive sleep apnea. Eur J Gastroenterol Hepatol. 2017;29(12):1380-1384. doi:10.1097/MEG.0000000000000973 PubMed

274.Aron-Wisnewsky J, Minville C, Tordjman J, et al. Chronic intermittent hypoxia is a major trigger for non-alcoholic fatty liver disease in morbid obese. J Hepatol. 2012;56(1):225-233. doi:10.1016/j.jhep.2011.04.022 PubMed

275.Sarkar M, Terrault N, Chan W, et al. Polycystic ovary syndrome (PCOS) is associated with NASH severity and advanced fibrosis. Liver Int. 2020;40(2):355-359. doi:10.1111/liv.14279 PubMed

276.Mantovani A, Petracca G, Beatrice G, et al. Non-alcoholic fatty liver disease and increased risk of incident extrahepatic cancers: a meta-analysis of observational cohort studies. Gut. 2022;71(4):778-788. doi:10.1136/gutjnl-2021-324191 PubMed

277.Muhamad NA, Maamor NH, Leman FN, et al. The Global Prevalence of Nonalcoholic Fatty Liver Disease and its Association With Cancers: Systematic Review and Meta-Analysis. Interact J Med Res. 2023;12:e40653. doi:10.2196/40653 PubMed

278.Zelber-Sagi S, Ivancovsky-Wajcman D, Fliss Isakov N, et al. High red and processed meat consumption is associated with non-alcoholic fatty liver disease and insulin resistance. J Hepatol. 2018;68(6):1239-1246. doi:10.1016/j.jhep.2018.01.015 PubMed

279.Balakrishnan M, Patel P, Dunn-Valadez S, et al. Women Have a Lower Risk of Nonalcoholic Fatty Liver Disease but a Higher Risk of Progression vs Men: A Systematic Review and Meta-analysis. Clin Gastroenterol Hepatol. 2021;19(1):61-71.e15. doi:10.1016/j.cgh.2020.04.067 PubMed

280.Gulati R, Moylan CA, Wilder J, et al. Racial and ethnic disparities in metabolic dysfunction-associated steatotic liver disease. Metab Target Organ Damage. 2024;4(2):9. doi:10.20517/mtod.2023.45

281.Siemens Healthineers Canada. Enhanced Liver Fibrosis (ELFTM) Test. Accessed September 22, 2025. https://www.siemens-healthineers.com/en-ca/laboratory-diagnostics/assays-by-diseases-conditions/liver-disease/elf-test

282.Siemens Healthineers Canada. Literature Compendium Volume I: The Enhanced Liver Fibrosis (ELFTM) Blood Test. Siemens Healthcare Diagnostics Inc.; 2021. https://marketing.webassets.siemens-healthineers.com/8f5cdbb2d5ed0014/54c771b687e8/ES-ELF-Literature_Compendium_Vol1

283.Health Canada. Medical Devices Active Licence Listing: Atellica IM Enhanced Liver Fibrosis (ELF). Government of Canada. 2024. Accessed September 22, 2025. https://health-products.canada.ca/mdall-limh/information?deviceId=1078427&deviceName=ATELLICA%20IM%20ENHANCED%20LIVER%20FIBROSIS%20(ELF)&licenceId=108758&type=active&lang=eng

284.Rosenberg WM, Voelker M, Thiel R, et al. Serum markers detect the presence of liver fibrosis: a cohort study. Gastroenterology. 2004;127(6):1704-1713. doi:10.1053/j.gastro.2004.08.052 PubMed

285.Avcu A, Kaya E, Yilmaz Y. Feasibility of Fibroscan in Assessment of Hepatic Steatosis and Fibrosis in Obese Patients: Report From a General Internal Medicine Clinic. Turk J Gastroenterol. 2021;32(5):466-472. doi:10.5152/tjg.2021.20498 PubMed

286.Sarkar Das T, Meng X, Abdallah M, Bilal M, Sarwar R, Shaukat A. An Assessment of the Feasibility, Patient Acceptance, and Performance of Point-of-Care Transient Elastography for Metabolic-Dysfunction-Associated Steatotic Liver Disease (MASLD): A Systematic Review and Meta-Analysis. Diagnostics (Basel). 2024;14(22):2478. doi:10.3390/diagnostics14222478 PubMed

287.Reinson T, Byrne CD, Patel J, El-Gohary M, Moore M. Transient elastography in patients at risk of liver fibrosis in primary care: a follow-up study over 54 months. BJGP Open. 2021;5(6):BJGPO.2021.0145. doi:10.3399/bjgpo.2021.0145

288.Kataria S, Juneja D, Singh O. Transient elastography (FibroScan) in critical care: Applications and limitations. World J Meta-Anal. 2023;11(7):340-350. doi:10.13105/wjma.v11.i7.340

289.Kumari S, George M. Diagnostic Accuracy of a Nurse-Led Transient Elastography: A Study of a Tertiary Hospital Experience. Gastroenterol Nurs. 2023;46(2):118-127. doi:10.1097/sga.0000000000000707 PubMed

290.Singh Y, Gogtay M, Gurung S, Trivedi N, Abraham GM. Assessment of Predictive Factors of Hepatic Steatosis Diagnosed by Vibration Controlled Transient Elastography (VCTE) in Chronic Hepatitis C Virus-Infected Patients. J Community Hosp Intern Med Perspect. 2022;12(4):58-65. doi:10.55729/2000-9666.1071 PubMed

291.Zenovia S, Stanciu C, Sfarti C, et al. Vibration-Controlled Transient Elastography and Controlled Attenuation Parameter for the Diagnosis of Liver Steatosis and Fibrosis in Patients with Nonalcoholic Fatty Liver Disease. Diagnostics (Basel). 2021;11(5):787. doi:10.3390/diagnostics11050787 PubMed

292.Zhou XD, Yip TC, Huang DQ, Muthiah MD, Noureddin M, Zheng MH. Vibration-controlled transient elastography in shaping the epidemiology and management of steatotic liver disease: Editorial on “Current burden of steatotic liver disease and fibrosis among adults in the United States, 2017-2023.” Clin Mol Hepatol. 2025;31(2):620-624. doi:10.3350/cmh.2024.1131 PubMed

293.Indre MG, Leucuta DC, Lupsor-Platon M, et al. Diagnostic accuracy of 2D-SWE ultrasound for liver fibrosis assessment in MASLD: A multilevel random effects model meta-analysis. Hepatology. 2025;82(2):454-469. doi:10.1097/hep.0000000000001190 PubMed

294.Dawod S, Brown K. Non-invasive testing in metabolic dysfunction-associated steatotic liver disease. Front Med (Lausanne). 2024;11:1499013. doi:10.3389/fmed.2024.1499013 PubMed

295.Cathcart J, Barrett R, Bowness JS, Mukhopadhya A, Lynch R, Dillon JF. Accuracy of Non-Invasive Imaging Techniques for the Diagnosis of MASH in Patients With MASLD: A Systematic Review. Liver Int. 2025;45(4):e16127. doi:10.1111/liv.16127 PubMed

296.Bresnahan R, Duarte R, Mahon J, et al. Diagnostic accuracy and clinical impact of MRI-based technologies for patients with non-alcoholic fatty liver disease: systematic review and economic evaluation. Health Technol Assess. 2023;27(10):1-115. doi:10.3310/kgju3398 PubMed

297.Zhang YX, Feng YP, You CL, Zhang LY. The diagnostic value of MRI-PDFF in hepatic steatosis of patients with metabolic dysfunction-associated steatotic liver disease: a systematic review and meta-analysis. BMC Gastroenterol. 2025;25(1):451. doi:10.1186/s12876-025-04017-4 PubMed

298.Sebastiani G, Patel K, Ratziu V, et al. Current considerations for clinical management and care of non-alcoholic fatty liver disease: Insights from the 1st International Workshop of the Canadian NASH Network (CanNASH). Can Liver J. 2022;5(1):61-90. doi:10.3138/canlivj-2021-0030 PubMed

299.Midia M, Odedra D, Shuster A, Midia R, Muir J. Predictors of bleeding complications following percutaneous image-guided liver biopsy: a scoping review. Diagn Interv Radiol. 2019;25(1):71-80. doi:10.5152/dir.2018.17525 PubMed

300.Mohan BP, Shakhatreh M, Garg R, Ponnada S, Adler DG. Efficacy and safety of EUS-guided liver biopsy: a systematic review and meta-analysis. Gastrointest Endosc. 2019;89(2):238-246.e3. doi:10.1016/j.gie.2018.10.018 PubMed

301.Zhou F, Stueck A, McLeod M. Liver biopsy complication rates in patients with non-alcoholic fatty liver disease. Can Liver J. 2022;5(2):106-112. doi:10.3138/canlivj-2021-0019 PubMed

302.Davison BA, Harrison SA, Cotter G, et al. Suboptimal reliability of liver biopsy evaluation has implications for randomized clinical trials. J Hepatol. 2020;73(6):1322-1332. doi:10.1016/j.jhep.2020.06.025 PubMed

303.Merck Sharp & Dohme LLC. NCT06465186: A Clinical Study of Efinopegdutide in People With Compensated Cirrhosis Due to Steatohepatitis (MK-6024-017). ClinicalTrials.gov. Accessed September 23, 2025. https://clinicaltrials.gov/study/NCT06465186

304.Zhejiang Doer Biologics Co. Ltd. NCT07024212: Phase II Study Evaluating the Efficacy and Safety of DR10624 Injection in MASLD and MetALD Subjects. ClinicalTrials.gov. Accessed September 23, 2025. https://clinicaltrials.gov/study/NCT07024212

305.Aligos Therapeutics. NCT05090111: A Study of ALG-055009 in Healthy Volunteers and Subjects With Hyperlipidemia. ClinicalTrials.gov. Accessed September 23, 2025. https://clinicaltrials.gov/study/NCT05090111

306.Corcept Therapeutics. NCT06108219: A Phase 2b, Study Evaluating Miricorilant in Adult Patients With Nonalcoholic Steatohepatitis/Metabolic Dysfunction-Associated Steatohepatitis (MONARCH). ClinicalTrials.gov. Accessed September 23, 2025. https://clinicaltrials.gov/study/NCT06108219

307.GlaxoSmithKline. NCT05583344: Phase 2b Study of GSK4532990 in Adults With NASH (HORIZON). ClinicalTrials.gov. Accessed April 27, 2026. https://clinicaltrials.gov/study/NCT05583344

308.Boehringer Ingelheim. NCT06309992: A Study to Test Whether Survodutide Helps People Living With Obesity or Overweight and With a Confirmed or Presumed Liver Disease Called Non-alcoholic Steatohepatitis (NASH) to Reduce Liver Fat and to Lose Weight. ClinicalTrials.gov. Accessed September 23, 2025. https://clinicaltrials.gov/study/NCT06309992

309.Boehringer Ingelheim. NCT06632457: LIVERAGE™ - Cirrhosis: A Study to Test Whether Survodutide Helps People With a Liver Disease Called NASH/MASH Who Have Cirrhosis. ClinicalTrials.gov. Accessed September 23, 2025. https://clinicaltrials.gov/study/NCT06632457

310.Boehringer Ingelheim. Boehringer receives U.S. FDA Breakthrough Therapy designation and initiates two phase III trials in MASH for survodutide. Boehringer Ingelheim; 2024. Accessed September 23, 2025. https://www.boehringer-ingelheim.com/human-health/metabolic-diseases/survodutide-us-fda-breakthrough-therapy-phase-3-trials-mash

311.89bio Inc. NCT06419374: A Study to Evaluate the Efficacy and Safety of Pegozafermin in Participants With Compensated Cirrhosis Due to MASH. ClinicalTrials.gov. Accessed September 23, 2025. https://clinicaltrials.gov/study/NCT06419374

312.89bio Inc. NCT06318169: A Study Evaluating the Efficacy and Safety of Pegozafermin in Participants With MASH and Fibrosis (ENLIGHTEN-Fibrosis). ClinicalTrials.gov. Accessed September 23, 2025. https://clinicaltrials.gov/study/NCT06318169

313.Akero Therapeutics Inc. NCT06161571: A Study Evaluating Efruxifermin in Subjects With Non-invasively Diagnosed Nonalcoholic Steatohepatitis (NASH)/Metabolic Dysfunction-Associated Steatohepatitis (MASH) and Nonalcoholic Fatty Liver Disease (NAFLD)/Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD). ClinicalTrials.gov. Accessed September 23, 2025. https://clinicaltrials.gov/study/NCT06161571

314.GlaxoSmithKline. NCT07221227: A Pivotal Clinical Study to Investigate Efimosfermin Alfa in Participants With Biopsy-confirmed F2- or F3-stage MASH (ZENITH-1). ClinicalTrials.gov. Accessed April 27, 2026. https://clinicaltrials.gov/study/NCT07221227

315.Inventiva Pharma. NCT04849728: A Phase 3 Study Evaluating Efficacy and Safety of Lanifibranor Followed by an Active Treatment Extension in Adult Patients With (NASH) and Fibrosis Stages F2 and F3 (NATiV3). ClinicalTrials.gov. Accessed September 23, 2025. https://clinicaltrials.gov/study/NCT04849728

316.Novo Nordisk A/S. Health Canada accepts semaglutide 2.4 mg, a GLP-1RA treatment for MASH, as a supplemental New Drug Submission under the Priority Review Policy. Novo Nordisk A/S; 2025. Accessed September 22, 2025. https://www.novonordisk.ca/content/dam/nncorp/ca/en/press-releases/2025/mash-health-canada-priority-review-press-release-english.pdf?utm_source=chatgpt.com

317.Wilson R, Rourke J. Report card on access to rural health care in Canada. Rural Remote Health. 2023;23(1):8108. doi:10.22605/rrh8108 PubMed

318.Eii MN, Walpole S, Aldridge C. Sustainable practice: Prescribing oral over intravenous medications. BMJ. 2023;383:e075297. doi:10.1136/bmj-2023-075297 PubMed

319.Lazure P, Tomlinson JW, Kowdley KV, et al. Clinical practice gaps and challenges in non-alcoholic steatohepatitis care: An international physician needs assessment. Liver Int. 2022;42(8):1772-1782. doi:10.1111/liv.15324 PubMed

320.Medina SP, Kim RG, Magee C, Stapper N, Khalili M. Cross-sectional study on stigma and motivation to adhere to lifestyle modification among vulnerable populations with fatty liver disease. Obes Sci Pract. 2023;9(6):581-589. doi:10.1002/osp4.688 PubMed

321.Sundareswaran M, Martignetti L, Purkey E. Barriers to primary care among immigrants and refugees in Peterborough, Ontario: a qualitative study of provider perspectives. BMC Prim Care. 2024;25(1):199. doi:10.1186/s12875-024-02453-x PubMed

322.Ayesh H, Beran A, Suhail S, Ayesh S, Niswender K. Efficacy and safety of resmetirom in MASLD and MASH: network meta-analysis of randomized clinical trials. J Basic Clin Physiol Pharmacol. 2025;36(1):3-11. doi:10.1515/jbcpp-2024-0140 PubMed

323.Targher G, Byrne CD, Tilg H. NAFLD and increased risk of cardiovascular disease: clinical associations, pathophysiological mechanisms and pharmacological implications. Gut. 2020;69(9):1691. doi:10.1136/gutjnl-2020-320622 PubMed

324.Fan J-G, Xu X-Y, Yang R-X, et al. Guideline for the Prevention and Treatment of Metabolic Dysfunction-associated Fatty Liver Disease (Version 2024). J Clin Transl Hepatol. 2024;12(11):955-974. doi:10.14218/JCTH.2024.00311 PubMed

325.Olukotun M, Olanlesi-Aliu A, Idi Y, et al. Institutional and systemic barriers and facilitators affecting healthcare access for Black women in Alberta. SSM Qual Res Health. 2024;6:100485. doi:10.1016/j.ssmqr.2024.100485

326.Indigenous Primary Health Care Advisory Panel. Honouring our roots: growing together towards a culturally safe, wholistic primary health care system for Indigenous peoples. Government of Alberta; 2023. Accessed May 21, 2026. https://open.alberta.ca/publications/maps-indigenous-primary-health-care-advisory-panel-final-report

327.Karam M, Chouinard M-C, Kevork M, Fleming R, Arnaud D. Nurses’ and Patients’ Perspectives on Care Coordination Across Health Care and Social Services Sectors: A Qualitative Study. Can J Nurs Res. 2026;58(1):48-57. doi:10.1177/08445621251395347 PubMed

328.Manns BJ, Hastings S, Marchildon G, Noseworthy T. Health system structure and its influence on outcomes: The Canadian experience. Healthc Manage Forum. 2024;37(5):340-350. doi:10.1177/08404704241248559 PubMed

329.Hiscock EC, Stutz S, Mashford-Pringle A, et al. An environmental scan of Indigenous Patient Navigator programs in Ontario. Healthc Manage Forum. 2022;35(2):99-104. doi:10.1177/08404704211067659 PubMed

330.Rabi S, Santana M, Dimitropoulos G, et al. Exploring Patient Understandings of Navigation Services Within Alberta's Healthcare System: A Qualitative Study. Health Expect. 2025;28(4):e70383. doi:10.1111/hex.70383 PubMed

331.Green M. Action still needed on health disparities affecting rural and remote communities. Can Fam Physician. 2024;70(9):597. doi:10.46747/cfp.7009597 PubMed

332.Xu X, Zhang Y, Zhu Q, et al. Diagnostic accuracy of two-dimensional shear wave elastography and point shear wave elastography in identifying different stages of liver fibrosis in patients with metabolic dysfunction-associated steatotic liver disease: A meta-analysis. Biomol Biomed. 2025;25(4):810-821. doi:10.17305/bb.2024.11577 PubMed

333.Decharatanachart P, Chaiteerakij R, Tiyarattanachai T, Treeprasertsuk S. Application of artificial intelligence in chronic liver diseases: a systematic review and meta-analysis. BMC Gastroenterol. 2021;21(1):10. doi:10.1186/s12876-020-01585-5 PubMed

334.Zamanian H, Shalbaf A, Zali MR, et al. Application of artificial intelligence techniques for non-alcoholic fatty liver disease diagnosis: A systematic review (2005-2023). Comput Methods Programs Biomed. 2024;244:107932. doi:10.1016/j.cmpb.2023.107932 PubMed

335.Sun Y, Hu D, Yu M, et al. Diagnostic Accuracy of Non-Invasive Diagnostic Tests for Nonalcoholic Fatty Liver Disease: A Systematic Review and Network Meta-Analysis. Clin Epidemiol. 2025;17:53-71. doi:10.2147/clep.S501445 PubMed

336.Castellana M, Donghia R, Guerra V, et al. Fibrosis-4 Index vs Nonalcoholic Fatty Liver Disease Fibrosis Score in Identifying Advanced Fibrosis in Subjects With Nonalcoholic Fatty Liver Disease: A Meta-Analysis. Am J Gastroenterol. 2021;116(9):1833-1841. doi:10.14309/ajg.0000000000001337 PubMed

337.Pennisi G, Enea M, Falco V, et al. Noninvasive assessment of liver disease severity in patients with nonalcoholic fatty liver disease (NAFLD) and type 2 diabetes. Hepatology. 2023;78(1):195-211. doi:10.1097/hep.0000000000000351 PubMed

338.Ismaiel A, Leucuta DC, Popa SL, et al. Noninvasive biomarkers in predicting nonalcoholic steatohepatitis and assessing liver fibrosis: systematic review and meta-analysis. Panminerva Med. 2021;63(4):508-518. doi:10.23736/s0031-0808.20.04171-3 PubMed

339.Gosalia D, Ratziu V, Stanicic F, et al. Accuracy of Noninvasive Diagnostic Tests for the Detection of Significant and Advanced Fibrosis Stages in Nonalcoholic Fatty Liver Disease: A Systematic Literature Review of the US Studies. Diagnostics (Basel). 2022;12(11):2608. doi:10.3390/diagnostics12112608 PubMed

340.Eguchi Y, Wong G, Akhtar O, Sumida Y. Non-invasive diagnosis of non-alcoholic steatohepatitis and advanced fibrosis in Japan: A targeted literature review. Hepatol Res. 2020;50(6):645-655. doi:10.1111/hepr.13502 PubMed

341.Ravaioli F, Dajti E, Mantovani A, Newsome PN, Targher G, Colecchia A. Diagnostic accuracy of FibroScan-AST (FAST) score for the non-invasive identification of patients with fibrotic non-alcoholic steatohepatitis: a systematic review and meta-analysis. Gut. 2023;72(7):1399-1409. doi:10.1136/gutjnl-2022-328689 PubMed

342.Vali Y, Lee J, Boursier J, et al. FibroTest for Evaluating Fibrosis in Non-Alcoholic Fatty Liver Disease Patients: A Systematic Review and Meta-Analysis. J Clin Med. 2021;10(11):2415. doi:10.3390/jcm10112415 PubMed

343.Contreras D, Gonzalez-Rocha A, Clark P, Barquera S, Denova-Gutierrez E. Diagnostic accuracy of blood biomarkers and non-invasive scores for the diagnosis of NAFLD and NASH: Systematic review and meta-analysis. Ann Hepatol. 2023;28(1):100873. doi:10.1016/j.aohep.2022.100873 PubMed

344.Malandris K, Arampidis D, Mainou M, et al. FibroScan-AST score for diagnosing fibrotic MASH: A systematic review and meta-analysis of diagnostic test accuracy studies. J Gastroenterol Hepatol. 2024;39(12):2582-2591. doi:10.1111/jgh.16770 PubMed

345.Selvaraj EA, Mózes FE, Jayaswal ANA, et al. Diagnostic accuracy of elastography and magnetic resonance imaging in patients with NAFLD: A systematic review and meta-analysis. J Hepatol. 2021;75(4):770-785. doi:10.1016/j.jhep.2021.04.044 PubMed

346.Mózes FE, Lee JA, Vali Y, et al. Diagnostic accuracy of non-invasive tests to screen for at-risk MASH-An individual participant data meta-analysis. Liver Int. 2024;44(8):1872-1885. doi:10.1111/liv.15914 PubMed

347.Garg S, Varghese M, Shaik F, et al. Efficacy of Non-invasive Biomarkers in Diagnosing Non-alcoholic Fatty Liver Disease (NAFLD) and Predicting Disease Progression: A Systematic Review. Cureus. 2025;17(2):e78421. doi:10.7759/cureus.78421 PubMed

348.Statistics Canada. Table 17-10-0005-01: Population estimates on July 1, by age and gender. Accessed December 15, 2025. https://doi.org/10.25318/1710000501-eng

349.Statistics Canada. Table 17-10-0058-01: Components of projected population growth, by projection scenario (x 1,000). Accessed December 15, 2025. https://doi.org/10.25318/1710005801-eng

Appendix 1: Nomenclature and Jurisdictional Diagnostic Pathways

Please note that this appendix has not been copy-edited.

Table 4: Changes in Nomenclature and Diagnostic Criteria Introduced by the 2023 Multisociety Delphi Consensus Redefining NAFLD as MASLD

Previously: NALFD

Updated: MASLD

Hepatic steatosis with all 3:

  • no excessive alcohol

  • no chronic viral hepatitis

  • no other etiology

Hepatic steatosis with ≥ 1 of the following cardiometabolic factors:

  • overweight or obese, defined as: BMI > 25 (23 if Asian) OR waist circumference > 94 cm (male) / 80 cm (female) or ethnically adjusted equivalent.

  • type 2 diabetes mellitus OR treatment for type 2 diabetes OR fasting glucose > 5.6 OR 2hr post-load glucose > 7.8 with hemoglobin A1C > 5.7%

  • BP > 130/85 on antihypertensive treatment

  • Triglycerides > 1.7 OR on lipid lowering therapy; HDL-cholesterol < 1 (male) OR < 1.3 (female) OR on lipid-lowering therapy

  • Blood pressure > 130/85 OR on antihypertensive treatment

MASLD = metabolic dysfunction–associated steatotic liver disease; NAFLD = nonalcoholic fatty liver disease.

Table 5: Jurisdictional Overview of MASH Care Pathways and Diagnostic Tools in Canada

Jurisdiction

Care pathwaya

Diagnostic tools and reimbursementa

Newfoundland and Labrador

No provincial or regional clinical pathways were identified, although internal pathways may exist.

Although there are provincial laboratory formulary guidelines which specify that AST is a secondary test following ALT, there are no restrictions on ordering or reimbursement of AST testing in Newfoundland and Labrador.261,262

VCTE is available in Newfoundland and Labrador, but an online and literature search did not identify any SWE units in this jurisdiction.

Prince Edward Island

No provincial or regional clinical pathways were identified, although we were informed of an unpublished regional clinical pathway.

AST and ELF testing are available in Prince Edward Island.

VCTE is available in Prince Edward Island, but an online and literature search did not identify any SWE units in this jurisdiction.

Nova Scotia

A provincial clinical pathway for MASLD and MASH developed by Nova Scotia Health exists.263

No jurisdiction-specific information on laboratory diagnostics (e.g., AST, FIB-4, ELF) were identified.

VCTE is available in Nova Scotia. Although an online and literature search did not identify any SWE units in this jurisdiction. It is highlighted in the provincial clinical pathway as a viable option for imaging assessments.

New Brunswick

No provincial or regional clinical pathways were identified, although internal pathways may exist.

No jurisdiction-specific information on laboratory diagnostics (e.g., AST, FIB-4, ELF) were identified.

VCTE is available in New Brunswick, but an online search and literature search did not identify any SWE units in this jurisdiction.

Quebec

No provincial or regional clinical pathways were identified, although internal pathways may exist.

First-time AST requisitions for liver-related investigations are automatically converted to ALT. Only if ALT levels are elevated is AST added by the algorithm.69

Both VCTE and SWE are available in Quebec. Quebec is the only jurisdiction where VCTE is publicly funded; elsewhere patients typically pay out of pocket or access it through select specialty clinics.83,85,86

Ontario

Regional pathways have been developed, particularly to provide localized solutions for AST testing coverage. An online search identified a regional pathway from Kingston Health Science Centre.109

In 2007, AST testing was replaced by ALT on the Ontario laboratory requisition form. This reduced unnecessary testing but also decreased the use of FIB-4 in Canada despite CPG recommendations.63-69 Currently, AST testing (required for FIB-4 calculations) is only publicly reimbursed when ordered by liver specialists or emergency physicians; otherwise patients pay out of pocket.67,68,264 Automated FIB‑4 calculations (paid out of pocket) are available at some community laboratories.265

The ELF score is available through some community laboratories, but patients pay out of pocket.260,266

Both VCTE and SWE are available in Ontario. Neither is covered by the Ontario Health Insurance Plan (OHIP).267

Manitoba

A provincial clinical pathway for MASLD and MASH management from Shared Health Services exists.108

No jurisdiction-specific information on laboratory diagnostics (e.g., AST, FIB-4, ELF) were identified.

Both VCTE and SWE are available in Manitoba.

Saskatchewan

No provincial or regional clinical pathways were identified, although internal pathways may exist.

No jurisdiction-specific information on laboratory diagnostics (e.g., AST, FIB-4, ELF) were identified. Both VCTE and SWE are available in Saskatchewan.

Alberta

Calgary pathway — A provincial clinical pathway for MASLD and MASH developed by Alberta Health Services exists, known as the Calgary Pathway.107

Although AST is not included on provincial laboratory requisition forms, the FIB-4 index calculation was added to standard requisition forms to simplify ordering and automate the calculation for physicians.70 According to a primary care physician practising in Alberta and consulted for this review, the ELF score is available to patients through community laboratories.

Both VCTE and SWE are available in Alberta. According to a primary care physician practising in Alberta and consulted for this review, in Calgary, SWE is preferred over VCTE for the assessment of liver fibrosis stage. SWE is reimbursed by Alberta Health.

British Columbia

No provincial or regional clinical pathways were identified, although internal pathways may exist.

Although AST is not included on provincial laboratory requisition forms as ALT is the preferred enzyme for evaluating liver function, there are no restrictions on ordering or reimbursement of AST testing in British Columbia.

The ELF score is available through some community laboratories, but patients pay out of pocket.260

Both VCTE and SWE are available in British Columbia.

Yukon

No provincial or regional clinical pathways were identified, although internal pathways may exist.

No jurisdiction-specific information on laboratory diagnostics (e.g., AST, FIB-4, ELF) were identified.

Diagnostic imaging units (e.g., VCTE, MRI) and a liver clinic are only available in Whitehorse. An online and literature search did not identify any SWE units in this jurisdiction.

Northwest Territories

No provincial or regional clinical pathways were identified, although internal pathways may exist.

No jurisdiction-specific information on laboratory diagnostics (e.g., AST, FIB-4, ELF) were identified.

According to information submitted by manufacturers and imaging centres, there are no VCTE or MRI units in the Northwest Territories. An online and literature search did not identify any SWE units in this jurisdiction.

Nunavut

No provincial or regional clinical pathways were identified, although internal pathways may exist.

No jurisdiction-specific information on laboratory diagnostics (e.g., AST, FIB-4, ELF) were identified.

According to information submitted by manufacturers and imaging centres, there are no VCTE or MRI units in Nunavut. An online and literature search did not identify any liver clinics or SWE units in this jurisdiction.

ALT = alanine aminotransferase; AST = aspartate aminotransferase; CPG = clinical practice guideline; ELF = enhanced liver fibrosis; FIB-4 = Fibrosis-4; MASLD = metabolic dysfunction–associated steatotic liver disease; MASH = metabolic dysfunction–associated steatohepatitis; VCTE = vibration-controlled transient elastography.

aInformation presented in this table is based on available information from targeted online searches and interviews with content experts in Canada. Content experts consulted were from British Columbia, Alberta, Ontario, and Nova Scotia. Additional jurisdictional activities or considerations may exist that are not capture herein. Additional information on the distribution of diagnostic units and liver clinics is available in the dashboard.

Table 6: Alignment of Canadian Guidelines and Pathways for MASH

Guideline (evidence- or consensus-based)

Year

Recommendations

Key differences from other guidelines and limitations

Diabetes Canada (evidence-based)14

2025

Population

  • Consider screening all individuals with prediabetes or T2DM, especially with the features of metabolic syndrome, for MASLD-related liver fibrosis

Assessment methods

  • Screen individuals by measuring ALT, AST, and platelets to calculate the FIB-4 score to detect advanced liver fibrosis, rather than only measuring ALT and AST, and identify individuals requiring further investigation, follow-up, or referral, due to increased morbidity and mortality.

  • In individuals with low probability of advanced liver fibrosis (FIB-4 score < 1.3), manage metabolic syndrome and consider repeat screening with FIB-4 score every 1 to 2 years.

  • In individuals with intermediate probability of advanced liver fibrosis (FIB-4 1.30 to 2.67), additional testing, such as liver stiffness measurement (i.e., transient elastography) or alternative test (i.e., ELF), may be performed to further stratify risk. Referral to gastroenterology/hepatology may be considered if these tests are not available.

  • In individuals with high probability of liver fibrosis (FIB-4 score ≥ 2.67), referral to hepatology is recommended.

Treatment

  • Individuals with T2DM and MASLD-related liver fibrosis should aim for sustained reductions in body weight of 5% to 10% to improve glycemia, insulin sensitivity, and to decrease hepatic steatosis. Weight loss of ≥ 10% is recommended to increase the chance to reverse.

  • Individuals with T2DM and MASLD-related liver fibrosis should be supported toward healthy behaviour interventions, including physical activity and healthy dietary patterns, such as the Mediterranean diet, that best align with the individual’s values, culture, preferences, and treatment goals, allowing greatest adherence over the long-term to achieve optimal glycemia and improve insulin sensitivity and components of metabolic syndrome.

  • In individuals with T2D and MASLD-related liver fibrosis (F2 or F3), pioglitazone or subcutaneous semaglutide may be considered over other antihyperglycemic agents to achieve optimal glycemia, which may reduce steatohepatitis and progression of fibrosis.

  • No specific recommendations for preferred methods of assessment of liver fibrosis stage beyond initial risk stratification using the FIB-4.

  • Emerging treatments are not included as they are not yet approved in Canada.

  • Although this is an evidence-based guideline, some recommendations are based on expert-opinion or expert consensus.

Canadian Association of Radiologists (consensus-based)104-106,a

2025

  • Supports a 2-step blood-based followed by imaging-based noninvasive investigation for population screening and referral pathways in primary care.

  • Supports preferential use of FIB-4 investigation as the blood-based investigation of choice. Recommendations are as follows:

    • FIB-4 score < 1.3 = Low risk for advanced liver disease. Repeat FIB-4 examination in 1 to 3 years.

    • FIB-4 score 1.3 to 2.67 = Indeterminate risk for advanced liver disease. Proceed with imaging-based investigation for liver stiffness measurement.

    • FIB-4 score > 2.67 = High risk for advanced liver disease. Refer to a liver specialist.

  • For imaging-based investigations, transient elastography, point SWE, 2D SWE, and MRE techniques can be used for staging liver fibrosis as they provide similar diagnostic accuracy. While MRE may be the most accurate, the preferred method should be based on cost and availability.

  • No recommendations on the treatment of MASH (from a radiology/diagnostic perspective).

  • Additional technical and program recommendations are available.

Alberta Health Services (provincial clinical pathway)107

2021

Population

  • Patients with suspected MASLD due to incidental finding of abnormal ALT levels or incidental ultrasound finding of fatty liver should be screened for causes of liver disease.

Assessment methods

  • Alternative causes of liver disease (i.e., not MASLD) should be ruled out through liver ultrasound (order if not completed within 1 year), testing for hepatitis and other testing (anti-nuclear antibody, anti-actin/antismooth muscle antibody, immunoglobulins, ferritin and iron/TIBC, celiac disease screen, serum ceruloplasmin [age < 30 years]).

  • If MASLD is still suspected, baseline investigations should be undertaken.

  • MASLD is diagnosed through exclusion of other possible etiologies of liver disease. If workup suggests a non-MASLD diagnosis, treat or consider appropriate referral to specialist. If workup is negative, MASLD diagnosis is strongly suspected based on risk factors, elevated liver enzymes (ALT), and/or ultrasound findings.

  • Once MASLD is identified, assess a patient’s risk of significant liver scarring, based on their FIB-4 score.

    • Patients with low-risk FIB-4 scores (< 1.3) should be managed within primary care

    • Patients with indeterminate- or high-risk FIB-4 scores (> 1.3) should be referred to specialist care.

Treatment

  • Patients managed within a primary care setting should receive diet and lifestyle modifications and other nonpharmaceutical management strategies.

    • Physical activity (≥ 20 minutes per day, aiming for 150 minutes per week)

    • Diet and weight loss (increase fibre, lower sugars and saturated fats, choose lean proteins)

    • Screen for T2DM, hypertension, and hyperlipidemia. Treat/optimize therapy

    • Encourage smoking cessation

    • Limit alcohol intake

    • Consider immunizations for hepatitis A and B

  • Ongoing disease monitoring should also happen for low-risk patients. Recalculate FIB-4 every 2 to 3 years (order ALT, AST, platelets). If FIB-4 continues to be < 1.30, continue care within a primary care setting.

  • This is a provincial pathway to support primary care for MASLD patients in Alberta, not recommendations.

  • Includes early actions to take when MASLD is suspected before undergoing specific MASLD screening activities.

  • Specific populations at high risk are not included in this pathway.

  • No mention of second-line fibrosis screening — patients with indeterminate- and high-risk FIB-4 scores are to be referred to specialist care.

  • Treatment of MASH is focused on diet and lifestyle modifications.

  • Strong alignment between Albertan, Manitoban, and Ontarian (Kingston) clinical pathways.

Shared Health Manitoba (provincial clinical pathway)108

2024

Population

  • Patients with suspected MASLD due to incidental finding of abnormal ALT levels or incidental ultrasound finding of fatty liver should be screened for causes of liver disease.

Assessment methods

  • Alternative causes of liver disease (i.e., not MASLD) should be ruled out through liver ultrasound (order if not completed within 1 year), testing for hepatitis and other testing (anti-nuclear antibody, anti-actin/antismooth muscle antibody, immunoglobulins, ferritin and iron, celiac disease screen, serum ceruloplasmin [age < 30 years]).

  • If MASLD is still suspected, baseline investigations should be undertaken.

  • MASLD is diagnosed through exclusion of other possible etiologies of liver disease. If workup suggests a non-MASLD diagnosis, treat or consider appropriate referral to specialist. If workup is negative, MASLD diagnosis is strongly suspected based on risk factors, elevated liver enzymes (ALT), and/or ultrasound findings.

  • Once MASLD is identified, assess a patient’s risk of significant liver scarring, based on their FIB-4 score.

    • Patients with low-risk FIB-4 scores (< 1.3) should be managed within primary care

    • Patients with indeterminate- or high-risk FIB-4 scores (> 1.3) should be referred to specialist care.

Treatment

  • Patients managed within a primary care setting should receive diet and lifestyle modifications and other nonpharmaceutical management strategies.

    • Physical activity (≥ 20 minutes per day, aiming for 150 minutes per week)

    • Diet and weight loss (increase fibre, lower sugars and saturated fats, choose lean proteins)

    • Screen for T2DM, hypertension, and hyperlipidemia. Treat/optimize therapy

    • Encourage smoking cessation

    • Limit alcohol intake

    • Consider immunizations for hepatitis A and B

  • Ongoing disease monitoring should also happen for patients at low risk. Recalculate FIB-4 every 2 to 3 years (order ALT, AST, platelets). If FIB-4 continues to be < 1.30, continue care within a primary care setting.

  • This is a provincial pathway to support primary care for MASLD patients in Manitoba, not recommendations.

  • Includes early actions to take when MASLD is suspected before undergoing specific MASLD screening activities.

  • Specific populations at high risk are not included in this pathway.

  • No mention of second-line fibrosis screening — patients with indeterminate- and high-risk FIB-4 scores are to be referred to specialist care.

  • Treatment of MASH is focused on diet and lifestyle modifications.

  • Strong alignment between Albertan, Manitoban, and Ontarian (Kingston) clinical pathways.

Nova Scotia Health (provincial clinical pathway)263

2023

Assessment methods

  • Once MASLD is identified, assess a patient’s risk of significant liver scarring, based on their FIB-4 score.

    • Patients with low-risk FIB-4 scores (< 1.5 or < 2.0 if 65 years of age or older) should be managed within primary care.

    • Patients with indeterminate- or high-risk FIB-4 scores should be referred for noninvasive imaging using SWE, VCTE, or MRE.

    • Patients with low SWE, VCTE, and MRE results should be managed within primary care.

    • Patients with indeterminate or high SWE, VCTE, or MRE results should be referred to specialist care.

Treatment

  • Patients managed within a primary care setting should receive diet and lifestyle modifications and other nonpharmaceutical management strategies.

    • Moderate exercise 30 minutes 3 to 4 times per week

    • Weight loss > 10%

      • Decrease total calories by 200 kcal to 500 kcal per day

    • Modify cardiovascular risk

      • Smoking cessation

      • Screen for diabetes and dyslipidemia every year, and hypertension at every visit, (if not diagnosed)

      • Treat diabetes with medications that promote weight loss

      • Treat dyslipidemia

    • No alcohol intake

    • Encourage 2 to 4 cups of coffee daily

    • Consider vaccination for hepatitis A and B

  • Ongoing disease monitoring should also happen for low-risk patients. Recalculate FIB-4 every 2 to 3 years (order ALT, AST, platelets). If FIB-4 continues to be < 1.30, continue care within a primary care setting. Ultrasounds do not need to be repeated in most cases.

  • This is a provincial pathway to support primary care for MASLD patients in Nova Scotia, not recommendations.

  • No mention of early diagnostic activities or populations who should be screened using this pathway.

  • Less details than other jurisdictional clinical pathways on the evidence and specific steps to undertake for MASLD.

  • Unlike other jurisdictional clinical pathways, patients with indeterminate- and high-risk FIB-4 scores are referred for secondary liver fibrosis assessments (e.g., VCTE, SWE, MRE).

  • Treatment of MASH is focused on diet and lifestyle modifications.

Kingston Health Sciences Centre (regional clinical pathway)109

2025

Population

  • Patients with suspected MASLD due to incidental finding of abnormal ALT levels or incidental ultrasound finding of fatty liver should be screened for causes of liver disease.

Assessment methods

  • Alternative causes of liver disease (i.e., not MASLD) should be ruled out through liver ultrasound (order if not completed within 1 year), testing for hepatitis and other testing (antinuclear antibody, anti-actin/antismooth muscle antibody, immunoglobulins, ferritin and iron, celiac disease screen, serum ceruloplasmin [age < 30 years]).

  • If MASLD is still suspected, baseline investigations should be undertaken.

  • MASLD is diagnosed through exclusion of other possible etiologies of liver disease. If workup suggests a non-MASLD diagnosis, treat or consider appropriate referral to specialist. If workup is negative, MASLD diagnosis is strongly suspected based on risk factors, elevated liver enzymes (ALT), and/or ultrasound findings.

  • Once MASLD is identified, assess a patient’s risk of significant liver scarring, based on their FIB-4 score.

    • Patients with low-risk FIB-4 scores (< 1.3) should be managed within primary care

    • Patients with indeterminate- or high-risk FIB-4 scores (> 1.3) should be referred to specialist care.

Treatment

  • Patients managed within a primary care setting should receive diet and lifestyle modifications and other nonpharmaceutical management strategies.

    • Physical activity (≥ 20 minutes per day, aiming for 150 minutes per week)

    • Diet and weight loss (increase fibre, lower sugars and saturated fats, choose lean proteins)

    • Screen for T2D, hypertension, and hyperlipidemia. Treat/optimize therapy

    • Encourage smoking cessation

    • Limit alcohol intake

    • Consider immunizations for hepatitis A and B

Ongoing disease monitoring should also happen for low-risk patients. Recalculate FIB-4 every 2 to 3 years (order ALT, AST, platelets). If FIB-4 continues to be < 1.30, continue care within a primary care setting.

  • This is a regional clinical pathway to support primary care for MASLD patients in Kingston, Ontario, not recommendations.

  • Includes early actions to take when MASLD is suspected before undergoing specific MASLD screening activities.

  • Specific populations at high risk are not included in this pathway.

  • No mention of second-line fibrosis screening — patients with indeterminate- and high-risk FIB-4 scores are to be referred to specialist care.

  • Treatment of MASH is focused on diet and lifestyle modifications.

  • Strong alignment between Albertan, Manitoban, and Ontarian (Kingston) clinical pathways.

ALT = alanine aminotransferase; AST = aspartate aminotransferase; ELF = Enhanced Liver Fibrosis; FIB-4 = Fibrosis-4; MASH = metabolic dysfunction–associated steatohepatitis; MASLD = metabolic dysfunction–associated steatotic liver disease; MRE = magnetic resonance elastography; SWE = shear wave elastography; T2DM = type 2 diabetes mellitus; VCTE = vibration-controlled transient elastography.

aGiven the focus of this report and other guidelines are on the use of the FIB-4, ELF, SWE, and VCTE for MASH diagnostics, only recommendations related to these NITs have been included in this table. Additional recommendations from the Canadian Association of Radiologists are available for the use of other diagnostic tests.

Table 7: Alignment of International Guidelines and Pathways

Guideline (evidence- or consensus-based)

Year

Recommendations

Key differences from other guidelines and limitations

European Association for the Study of the Liver, European Association for the Study of Obesity, European Association for the Study of Diabetes (evidence-based)2

2024

Population

  • General population-based screening for steatotic liver disease is not advised.

  • Health care providers may consider case-finding strategies for MASLD with liver fibrosis in individuals with cardiometabolic risk factors, abnormal liver enzymes, and/or radiological signs of hepatic steatosis.

  • Health care providers should look for MASLD with liver fibrosis either in individuals with type 2 diabetes or abdominal obesity and ≥ 1 additional metabolic risk factor(s) or abnormal liver function test results.

Assessment Methods

  • NITs based on combinations of blood tests or combinations of blood tests with imaging techniques measuring mechanical properties and/or hepatic fat content should be used for the detection of fibrosis because their diagnostic accuracy is higher than standard liver enzyme testing (ALT and AST)

    • Blood biomarker-derived scores and elastography should be used to exclude advanced fibrosis, while elastography is better suited to predict advanced fibrosis.

  • A multistep approach is recommended.

    • First, an established nonpatented blood-based score, such as FIB-4, should be used.

    • Thereafter, established imaging techniques, such as liver elastography, are recommended as a second step to further clarify the fibrosis stage if fibrosis is still suspected or in high-risk groups.

    • Tests of specific collagen-related blood constituents (e.g., ELF) may serve as an alternative to imaging to identify advanced liver fibrosis.

Monitoring and Management

  • At initial diagnosis of MASLD and at regular follow-up intervals, laboratory tests and physical examinations for related comorbidities (e.g., type 2 diabetes, dyslipidemia, hypertension, kidney disease, sleep apnea, polycystic ovary syndrome [also known as polyendocrine metabolic ovarian syndrome]) and cardiovascular risk are recommended.

  • Adults with MASLD should be encouraged to participate in extrahepatic cancer screening according to current guidelines, based on their exposure to obesity and type 2 diabetes as risk factors for extrahepatic malignancies. According to current guidelines, hepatocellular carcinoma monitoring programs should be applied to individuals with MASLD-related cirrhosis.

  • NITs may be repeatedly used to assess fibrosis progression in a tailored fashion but may provide limited information about treatment response

  • In individual cases and in clinical trials, liver biopsy can be used to monitor disease progression or response to treatment.

  • Given the multidirectional connections between MASLD and cardiometabolic comorbidities, a multidisciplinary approach is recommended to ensure all components are appropriately targeted to improve both liver-related and extrahepatic outcomes.

Treatment

  • Dietary and behavioural therapy-induced weight loss should be recommended to improve liver injury. They should aim at a sustained reduction of ≥ 5% to reduce liver fat, 7% to 10% to improve liver inflammation, and ≥ 10% to improve fibrosis.

  • Physical activity and exercise should be recommended to reduce steatosis, tailored to the individual’s preference and ability (preferably > 150 minutes per week of moderate or 75 minutes per week of vigorous-intensity physical activity).

  • If approved locally and dependent on the label, adults with noncirrhotic MASH with significant liver fibrosis (stage ≥ 2) should be considered for treatment with resmetirom as a MASH-targeted therapy, as this treatment demonstrated histological efficacy on steatohepatitis and fibrosis.

  • In the absence of a formal demonstration of histological improvement, GLP-1 RAs cannot currently be recommended as MASH-targeted therapies.

    • They are safe to use in MASH (including compensated cirrhosis) and should be used for their respective indications, namely type 2 diabetes and obesity, as their use improves cardiometabolic outcomes.

  • No MASH-targeted pharmacotherapy can currently be recommended for adults with MASH at the cirrhotic stage.

  • Recommendations on monitoring treatment response and the management of MASH following diagnosis are included.

  • Although not captured in this table, recommendations for other pharmaceutical treatments (e.g., SGLT2 inhibitors, pioglitazone, metformin, vitamin E) are available.

American Association for the Study of Liver Diseases (evidence-based)3,180,193

2023

Population

  • Patients with diabetes are at higher risk for MASH and advanced fibrosis and should be screened for advanced fibrosis.

  • Patients with MASLD should be screened for the presence of T2D.

  • High-risk individuals, such as those with T2D, medically complicated obesity, family history of cirrhosis, or more than mild alcohol consumption, should be screened for advanced fibrosis.

  • General population-based screening for MASLD is not advised.

Assessment methods

  • All patients with hepatic steatosis or clinically suspected MASLD based on the presence of obesity and metabolic risk factors should undergo primary risk assessment with FIB‑4.

    • Aminotransferase levels are frequently normal in patients with advanced liver disease due to MASH and should not be used in isolation to exclude the presence of MASH with clinically significant fibrosis.

  • If FIB-4 is ≥ 1.3, VCTE, MRE, or ELF may be used to exclude advanced fibrosis.

    • Although standard ultrasound can detect hepatic steatosis, it is not recommended as a tool to identify hepatic steatosis due to low sensitivity across the MASLD spectrum.

    • CAP as a point-of-care technique may be used to identify steatosis. MRI-PDFF can additionally quantify steatosis.

  • Patients with suspected advanced MASH or discordant NITs should be referred to a specialist for evaluation, management, and/or further diagnostic evaluation.

Monitoring and Management

  • In patients with prediabetes, T2DM, or 2 or more metabolic risk factors (or imaging evidence of hepatic steatosis), primary risk assessment with FIB-4 should be repeated every 1 to 2 years.

  • Patients with cirrhosis are at the highest risk for liver-related outcomes and require routine surveillance for HCC, esophageal varices, and monitoring for decompensation.

  • Improvement in ALT or reduction in liver fat content by imaging in response to an intervention can be used as a surrogate for histological improvement in disease activity.

Treatment

  • Patients with MASLD who are overweight or obese should be prescribed a diet that leads to a caloric deficit. When possible, diets with limited carbohydrates and saturated fat and enriched with high fibre and unsaturated fats (e.g., Mediterranean diet) should be encouraged due to their additional cardiovascular benefits.

  • Patients with MASLD should be strongly encouraged to increase their activity level to the extent possible. Individualized prescriptive exercise recommendations may increase sustainability and have benefits independent of weight loss.

  • Semaglutide (Wegovy®) candidates should have MASH with stage 2 to 3 fibrosis, identified using noninvasive tests such as VCTE (8 kPa to 15 kPa), MRE (3.1 kPA to 4.4 kPa), or ELF (9.2 to 10.5), rather than liver biopsy, which is impractical and unnecessary for most patients. In those with VCTE (15 kPa to 20k Pa), MRE (4.4 kPa to 5 kPa), or ELF (10.5 to 11.3), an individualized decision to treat should be based on exclusion of cirrhosis with another confirmatory NIT, or cross-sectional imaging excluding nodular-appearing liver contour and signs of portal hypertension, or a platelet count of < 150,000 per mm3.

  • Resmetirom can be considered for treatment of adults with MASH and moderate to advanced liver fibrosis (consistent with F2 to F3). Criteria for treatment eligibility include:

    • Noninvasive liver disease assessment — preferably imaging-based test results — consistent with MASH with F2 to F3, or

    • Historical liver biopsy demonstrating MASH with F2 to F3 (and without evidence of concomitant, histologically active autoimmune liver disease).

  • Available data on pioglitazone and vitamin E do not demonstrate an antifibrotic benefit, and none has been carefully studied in patients with cirrhosis.

  • Recommendations on monitoring treatment response and the management of MASH following diagnosis are included.

  • Additional treatment-specific guidance has been published as new treatment become available in the US.

American Gastroenterological Association (consensus-based)268

2023

Assessment methods

  • NITs can be used for risk stratification in the diagnostic evaluation of patients with MASLD.

  • A FIB-4 Index score < 1.3 is associated with strong negative predictive value for advanced hepatic fibrosis and may be useful for exclusion of advanced hepatic fibrosis in patients with MASLD.

  • A combination of 2 or more NITs combining serum biomarkers and/or imaging-based biomarkers is preferred for staging and risk stratification of patients with NAFLD/MASLD whose FIB4 Index score is > 1.3.

  • Liver biopsy should be considered for patients with NIT results that are indeterminate or discordant; conflict with other clinical, laboratory, or radiologic findings; or when alternative etiologies for liver disease are suspected.

  • Serial longitudinal monitoring using NITs for assessment of disease progression or regression may inform clinical management (i.e., response to lifestyle modification or therapeutic intervention).

  • Patients with MASLD and NITs results suggestive of advanced fibrosis (F3) or cirrhosis (F4) should be considered for surveillance of liver complications and should be monitored with serial liver stiffness measurement; vibration-controlled transient elastography; or magnetic resonance elastography, given its correlation with clinically significant portal hypertension and clinical decompensation.

  • Specific populations who should be assessed for MASH are not identified.

  • No recommendations on the treatment of MASH.

American Association of Clinical Endocrinology (evidence-based)269

2022

Population

  • Persons with obesity and/or features of metabolic syndrome, those with prediabetes or T2DM, and those with hepatic steatosis on any imaging study and/or persistently elevated plasma aminotransferase levels (over 6 months) to be “high risk” and screen for MASLD and advanced fibrosis.

Assessment methods

  • Clinicians should use liver fibrosis prediction calculations to assess the risk of MASLD with liver fibrosis. The preferred noninvasive initial test is the FIB-4. Clinicians should consider persons belonging to the “high-risk” groups (FIB-4 ≥ 1.3) for further workup with a liver stiffness measurement or ELF test, as available. Clinicians should prefer the use of VCTE as best validated to identify advanced disease and predict liver-related outcomes. Alternative imaging approaches may be considered, including SWE (less well validated) and/or MRE (most accurate but with a high cost and limited availability; best if ordered by liver specialist for selected cases)

  • Persons with persistently elevated ALT or AST levels and/or with hepatic steatosis on imaging and indeterminate risk (FIB-4, 1.3 to 2.67; LSM, 8 kPa to 12 kPa; or ELF test, 7.7 to 9.8) or high risk (FIB-4, > 2.67; LSM, > 12 kPa; or ELF test, > 9.8) based on blood tests and/or imaging should be referred to a gastroenterologist or hepatologist for further assessment, which may include a liver biopsy. Clinicians should refer persons with clinical evidence of advanced liver disease (ascites, hepatic encephalopathy, esophageal varices, or evidence of hepatic synthetic dysfunction) to a gastroenterologist/hepatologist for further care.

  • No recommendations on the treatment of MASH.

American Diabetes Association (evidence-based)270

2025

Population

  • Screen adults with T2DM or with prediabetes, particularly those with obesity or other cardiometabolic risk factors or established CVD, for their risk of having or developing cirrhosis related to MASH using a calculated FIB-4 index even if they have normal liver enzymes.

Assessment methods

  • Adults with diabetes or prediabetes with persistently elevated plasma aminotransferase levels for > 6 months and low FIB-4 should be evaluated for other causes of liver disease.

  • Adults with T2DM or prediabetes with a FIB-4 ≥ 1.3 should have additional risk stratification by liver stiffness measurement with transient elastography, or, if unavailable, the ELF test.

  • Refer adults with T2DM or prediabetes at higher risk for significant liver fibrosis (i.e., as indicated by FIB-4, liver stiffness measurement, or ELF) to a gastroenterologist or hepatologist for further evaluation and management.

  • No recommendations on the treatment of MASH

  • Specific to populations with diabetes.

ALT = alanine aminotransferase; AST = aspartate aminotransferase; ELF = enhanced liver fibroses; FIB-4 = fibrosis-4; GLP-1 RA = glucagon-like peptide 1 receptor agonist; HCC = hepatocellular carcinoma; MASH = metabolic dysfunction–associated steatohepatitis; MASLD = metabolic dysfunction–associated steatotic liver disease; MRE = magnetic resonance elastography; NIT = noninvasive test; SGLT2 = sodium-glucose cotransporter-2; SWE = shear wave elastography; T2DM = type 2 diabetes mellitus; VCTE = vibration-controlled transient elastography.

Appendix 2: Evidence From the Clinical Pathway

Please note that this appendix has not been copy-edited.

Risk Factors and Groups at Risk

Differences in Disease Burden Across Populations

Observational studies show that MASH and MASLD do not affect all populations equally. Compared to the general population, certain groups experience higher prevalence or more severe outcomes:

Clinical and Behavioural Contributors to Risk and Progression

Clinical characteristics and coexisting conditions further influence the course of disease. In a large US cohort of more than 18,500 patients with MASH, 43% had T2D, 58% were living with overweight or obesity, and 17% had CVD.272 MASH is strongly associated with T2D, and has also been linked to conditions such as obstructive sleep apnea, polycystic ovary syndrome (also known as polyendocrine metabolic ovarian syndrome), and hepatic and extrahepatic cancers.273-277 Additional information on health behaviours related to MASH throughout Canada is available in the dashboard.

Individual-level behavioural factors reported in the literature to be associated with MASH and MASLD include, sedentary behaviour, diet quality, and consumption of red and processed meats.58,278 However, these individual choices may also be influenced by broader structural inequities as will be discussed in the next section. Risk factors differ between MASH and MASLD: males are more likely to develop MASLD, while females — particularly those older than age 50 and those with T2D — have a higher risk of progression to advanced fibrosis once diagnosed with MASLD.279

Structural Inequities and Intersecting Risk Factors

Health inequities are shaped by structural barriers to health including the social determinants of health such as income, education, housing, and access to primary care and by food insecurity, cultural and language barriers, geographic access, and transportation issues. Individuals with limited access to primary and specialist care, lower income, or unstable insurance coverage may be more likely to present with advanced disease and experience poorer cardiometabolic outcomes.280 MASH is reported to disproportionately impact communities with higher rates of poverty and food insecurity.29-34 These structural barriers may also leave people with lower incomes, immigrant populations, and racialized groups at greater risk of undetected disease.34,35

A recent global survey found that 20% of patients had not scheduled or had missed an appointment for MASLD or MASH due to stigma and discrimination.49 Stigma linked to weight, alcohol use, and the term “fatty liver” may discourage patients from seeking care.50-52 Despite recent efforts to reduce stigma by removing terms like “nonalcoholic” and “fatty,” some patients still identify with “fatty liver disease,” perpetuating feelings of shame and disengagement.4

Clinical Guidelines

Several American guidelines exist, including evidence-based guidelines from the American Association for the Study of Liver Diseases (AASLD), the American Association of Clinical Endocrinology co-sponsored with the AASLD, and the American Diabetes Association, as well as an expert review from the American Gastroenterological Association.3,268-270

In Europe, a CPG on the management of MASLD was jointly updated and published in 2024 by the European Association for the Study of the Liver (EASL), European Association for the Study of Diabetes (EASD) and European Association for the Study of Obesity (EASO).2 Several of these guidelines have integrated suggestions for the use of DMTs following regulatory approval in their jurisdictions.2,180,193

Diagnostic Tools

Noninvasive Blood-Based Techniques

Blood-based techniques are widely used to assess liver fibrosis and identify patients who may be eligible for DMTs in countries where these have been approved. These tools are generally more accessible than imaging modalities and play a key role in risk stratification and early detection.

Fibrosis-4 Index: The FIB-4 index is a composite algorithm calculated using age and 3 blood-based biomarkers — aspartate aminotransferase (AST), alanine aminotransferase (ALT), and platelet count — to assess liver cell stress and predict substantial fibrosis.14 It is recommended by Diabetes Canada as a first-line stratification tool to identify patients at risk of advanced fibrosis or cirrhosis (stages F3 to F4).14,105 Refer to Table 2 for information on its strengths and limitations, and Appendix 5, Table 11 for details on its diagnostic accuracy.

Enhanced Liver Fibrosis Score: The ELF score is a patented blood-based NIT that is available in some parts of Canada, though it is not routinely used in clinical practice.281-283 The ELF test is a score that can establish fibrosis stage with a single blood draw by measuring 3 direct biomarkers of fibrosis: hyaluronic acid, tissue inhibitor of metalloproteinase 1, and amino-terminal propeptide of procollagen III.282,284

Unlike the FIB-4 index, the ELF score may capture patients with early disease and can provide estimates for the stage of disease. It could potentially play a growing role in identifying patients with moderate to advanced disease (F2 to F3). Refer to Table 2 for information on its strengths and limitations, and Appendix 5, Table 11 for details on its diagnostic accuracy.

Noninvasive Imaging Techniques

Noninvasive imaging techniques are essential for staging liver fibrosis and monitoring disease progression in patients with MASLD and MASH. Compared with blood-based tests, these modalities provide direct, quantitative measures of liver stiffness and in some instances fat content, enabling more accurate risk stratification and treatment planning.

Vibration-Controlled Transient Elastography (FibroScan®): VCTE is a widely used ultrasound-based tool that assesses the stiffness of the liver. VCTE measures fibrosis from a fixed, relatively small target area of the liver without generating an anatomic image.

It can be performed at the point-of-care in primary, outpatient, inpatient, or community settings.285-290 It is a rapid and painless technique that does not require administration by a medical professional, although training is required. Canadian guidelines recommend VCTE for evaluating fibrosis in patients with an indeterminate risk of MASLD and MASH.14,105

Since 2013, VCTE devices have incorporated controlled attenuation parameter technology, which enables the simultaneous assessment of liver fat.291 This dual capability — measuring the severity of liver scarring and fat content — supports earlier identification of liver disease in patients at risk of MASH.292 Refer to Table 2 for information on its strengths and limitations, and Appendix 5, Table 11 for details on its diagnostic accuracy.

Shear Wave Elastography: SWE is an ultrasound-based tool that also measures fibrosis through liver stiffness. Unlike VCTE, SWE provides real-time imaging of a larger region of interest and can be added as a module to existing ultrasound equipment.293 Most new standard ultrasound machines come equipped with SWE capabilities, enabling use in primary, secondary, and tertiary care settings for patients at risk of MASH.293

Canadian consensus-based guidelines recommend SWE for evaluating fibrosis in patients with indeterminate risk of MASLD and MASH.14,105 Refer to Table 2 for information on its strengths and limitations, and Appendix 5, Table 11 for details on its diagnostic accuracy.

Magnetic Resonance Elastography: MRE is an MRI-based imaging technique that quantitatively measures liver stiffness while also providing high-resolution anatomic images.294,295 It is considered the most accurate available test for noninvasive imaging as it outperforms VCTE and SWE in detecting early fibrosis and fibrosis in patients with obesity or inflammation.294 MRE requires specialized hardware and software that can be added to existing MRI equipment from select manufacturers.296

Canadian consensus-based guidelines recommend MRE as a second-line imaging option in cases when laboratory testing is inconclusive.105 Refer to Table 2 for information on its strengths and limitations, and Appendix 5, Table 11 for details on its diagnostic accuracy.

MRI – Proton Density Fat Fraction: MRI-proton density fat fraction (MRI-PDFF) is another MRI-based imaging technique that quantifies liver fat content, which is a key early marker of MASH and the initial stage of liver disease.295-297 MRI-PDFF can be integrated into existing abdominal MRI protocols on select scanners and does not require additional hardware, although specialized training is required by the technologist to administer the exam protocol.296 Refer to Table 2 for information on its strengths and limitations, and Appendix 5, Table 11 for details on its diagnostic accuracy.

Invasive Diagnostic Approach

Liver Biopsy

The histological features which characterize MASH, hepatocellular ballooning (swollen damaged liver cells) and lobular inflammation (cellular damage within specific liver structures), can only be identified through liver biopsy.1,298 Based on the presence, location, and degree of ballooning, inflammation, and steatosis, specialists trained in liver and gastroenterologic pathology use biopsy samples to diagnose steatohepatitis, as well as to evaluate (stage) fibrosis and, when considered in conjunction with clinical history, diagnose MASH as the underlying cause of liver disease.1

Liver biopsy is typically used conservatively to confirm advanced fibrosis, clarify inconclusive results from NITs, or when investigating alternative or competing causes of liver disease that may require different management (e.g., autoimmune liver disease).113,114

A Canadian study found that serious complications from liver biopsy such as major bleeding, severe pain, and hospitalization are rare, occurring in approximately 1.4% of cases.111,299-301 Minor complications associated with the procedure, including bleeding at the biopsy site, transient hypotension, pain, and fever are more common.111,300 Technical failure (e.g., insufficient specimen, inability to retrieve sample) can also occur, leading to repeat procedures increasing risk and patient burden.111,300,302

DMTs in the Clinical Pipeline

A range of DMTs for MASH are in development, spanning multiple drug classes. These are outlined in Table 8: MASH Agents Currently in Phase II and Phase III Clinical Development. These therapies target different stages of disease and through distinct mechanisms of action.

Table 8: MASH Agents Currently in Phase II and Phase III Clinical Development

Clinical development phase

Drug class examples

Target liver stage

Mechanism of action

Phase IIa

Dual agonist: Glucagon/GLP-1 (e.g., Efinopegdutide)303

Cirrhosis (F4)

Activates glucagon and GLP-1 receptors to enhance energy expenditure, insulin secretion, and lipid metabolism, reducing hepatic fat accumulation and improving glycemic control.

Tri-agonist: Glucagon/GLP‑1/FGF-21 (e.g., DR10624)304

Noncirrhotic fibrosis

Stimulates insulin secretion, decreases glucagon secretion, and suppresses appetite leading to weight loss and decreased liver fat.

Selective THR-beta agonist (e.g., ALG-055009)305

Noncirrhotic fibrosis

Activates thyroid hormone receptor–beta found in liver to regulate lipid metabolism, decrease steatosis, and improve hepatic function.

Dual selective glucocorticoid modulator/mineralocorticoid antagonist (e.g., Miricorilant)306

Noncirrhotic fibrosis

Modulates glucocorticoid and mineralocorticoid receptors to normalize cortisol and aldosterone signalling, counteracting metabolic dysfunction, hepatic steatosis, and fibrosis.

siRNA therapy (e.g., gatuzosiran)307

Moderate to advanced fibrosis (F3-F4)

Targets specific genetic risk factors in hepatocytes (liver cells) to break down mRNA and reduce production of HSD17B13 protein.

Phase IIIb

Dual agonist: glucagon/GLP-1 (e.g., Survodutide)308-310

Advanced disease (F3) and cirrhosis (F4)

Activates glucagon and GLP-1 receptors to increase energy expenditure, improve glucose and lipid metabolism, and reduce hepatic fat content and fibrotic progression in advanced liver disease.

FGF-21 receptor analogues (e.g., Pegozafermin, Efruxifermin, efimosfermin alfa)311-314

Moderate to advanced fibrosis, including Cirrhosis (F4)

Activates FGF-21 receptors to inhibit hepatic stellate cell activation, suppress inflammation, and reduce liver fat synthesis and deposition.

PPAR agonist (e.g., lanifibranor)315

Noncirrhotic MASH

Activates PPAR-alpha, delta, and gamma pathways to inhibit hepatic stellate cell proliferation and activation, preventing fibrosis development and progression.

FGF-21 = fibroblast growth factor 21; GLP-1 = glucagon-like peptide-1; PPAR = pan-peroxisome proliferator-activated receptor; siRNA = Small interfering RNA;THR- beta = thyroid hormone receptor-beta.

aPhase II clinical trials focus on establishing proof of concept, determining optimal dosing, and monitoring short-term side effects.

bPhase III clinical trials confirm effectiveness and safety in large, diverse populations.

Treatment Administration

Treatment Options Approved for MASH

Indirect Prescribing for MASH Management

Many clinicians manage MASH indirectly by addressing associated metabolic comorbidities, such as diabetes or dyslipidemia. While the emergence of DMTs may bring change, clinicians also commonly prescribe other medications — such as statins, metformin, vitamin E, and pioglitazone — to manage cardiometabolic comorbidities63 and indirectly support liver health by reducing inflammation, liver fat accumulation, and fibrosis.168-178 This variation reflects both limited available therapies and gaps in awareness, training, and standardized care pathways across primary and specialty settings.154,155

There may be opportunities to strengthen the care pathway by standardizing treatment eligibility criteria, integrating care across chronic disease management, destigmatizing treatment, and providing individualized care.

Route of Administration

GLP-1 RAs are typically administered as subcutaneous injections, while THR-beta agonists are administered orally. Some injectable therapies, such as GLP-1s, require strict cold chain management and storage protocols to maintain drug stability and effectiveness, which must be considered during distribution, administration, and home use. This may be challenging in rural and remote settings where consistent refrigeration, pharmacy access, and follow-up care may be limited.317

Oral administration may be preferred in some instances to lower infection risk, reduce nursing workload, support adherence, or for a potentially lower carbon footprint.146,318

Protocols for Clinicians

Prescribers are responsible for determining appropriate dosing and titration schedules, monitoring treatment response and safety, and setting stopping rules for adverse events or lack of effectiveness. However, primary care providers internationally and in Canada report limited familiarity with MASH pharmacotherapy or decision support tools, which may increase dependence on specialist centres.47,319 Effective management may be supported by:

Fibrosis Staging and Equity Considerations

As DMTs emerge, NITs increasingly guide treatment eligibility. Evidence shows that current NIT thresholds may miss patients who otherwise qualify for therapy, highlighting the need for improved staging protocols.167,180

Many commonly used indices were validated predominantly in white, Western populations, which may underestimate disease severity in racialized communities, Indigenous Peoples, women, and individuals with lean MASLD/MASH.28,135,192

Novel NIT thresholds have been proposed to better guide treatment decisions. Standardized staging processes could reduce access barriers, especially in rural, remote, and northern regions where provider shortages can delay assessment.167,179,181

Provider Roles and Prescribe Scope

Under all indications for GLP-1 RAs approved in Canada, including for diabetes and weight management, prescribing authority extends to a wide range of health care practitioners. Prescribers include PCPs, endocrinologists, internists, cardiologists, nephrologists, gastroenterologists, neurologists, and psychiatrists.183 Clarifying roles of providers in monitoring, patient support, and coordination could improve patient outcomes,186,187 especially in primary care settings where many patients are seen first.182,184,185

Enhanced role clarity may also help reduce fragmentation, streamline referrals, and support shared care approaches between primary care and specialists as treatment options expand.

Destigmatizing Treatment and Patient Perceptions

Patient perceptions of treatment options may influence acceptance and adherence. Stigma related to obesity and weight loss may discourage engagement.49,188,189 For example:

Additionally, patients may prioritize management of comorbid conditions (e.g., T2D, CVD) over MASH.101-103 This can limit patient engagement with liver-focused care and impact treatment uptake, especially when lifestyle interventions such as diet and exercise are emphasized as the primary management strategy. If lifestyle and diet modifications are required for eligibility criteria in Canada, as is the case in the US and Europe, this may be a barrier to treatment eligibility.156,158,160

Structural Inequities, Access Barriers, and Engagement-Informed Supports

Adherence to diet and lifestyle interventions is influenced by not only behavioural factors but by structural factors. Indigenous Peoples, people living in rural, remote, and northern areas, and people with low incomes who are living with MASH may experience additional barriers to DMTs despite clinical eligibility, as they are disproportionately impacted by food insecurity, limited access to healthy food, and physical impairments.190,191 Participants engaged for this report also emphasized that acceptance of new therapies to patients from different backgrounds depends on culturally safe communication, trust, and care approaches that acknowledge Indigenous experience and healing practices.

Participants from Indigenous-led and CDA-AMC-led engagement activities described challenges with attending frequent follow-up appointments due to travel, cost, and mobility issues, noting that integrated care pathways make ongoing management easier. They suggested mobile clinics could improve testing access and Indigenous navigators would support care.

Treatment Monitoring and Life Cycle

Initial Monitoring

Early monitoring is critical to ensure safe and effective treatment initiation. During the first 3 months, clinicians may focus on the following:167,180,193

These initial evaluations lay the foundation for long-term care and help identify patients who may need additional support.167,180,193

Effectiveness Assessment

As treatment continues, improvements in liver health typically take time to emerge — often between 6 and 12 months after initiation.167 At this time, monitoring should incorporate NITs, including:167,180,193

These assessments provide insight into treatment response and inform decisions about ongoing therapy. Over time, meaningful improvements — such as fibrosis regression and resolution of steatohepatitis — may be observed.

Ongoing Monitoring

Beyond the first year, monitoring should continue on an annual or biannual basis,167 depending on:

Adherence to monitoring for patients diagnosed with MASH can be hindered by informational, psychosocial, and socioeconomic barriers, such as:

Continuation of Treatment

Evidence on the long-term use of these treatments would help inform decisions around treatment continuation and discontinuation.2,180,193

In the US and in Europe, regulatory authorities recommend patient monitoring of disease progression and treatment effectiveness through NITs.2,180,193 Indications of clinical response may include:

Discontinuation of Treatment

Specific criteria for discontinuation of treatment would be required if DMTs become available. According to the clinical experts engaged for this review, these may include lack of therapeutic response, disease progression, patient safety, or patient preference. If DMTs for MASH were discontinued, patients may still require regular follow-up at multidisciplinary clinics to reassess alternative treatment options (e.g., lifestyle therapy, clinical trials, combination or adjunctive therapies). There are several considerations around the discontinuation of treatment.

Safety monitoring: Adverse events reported for people using DMTs include mild to moderate gastrointestinal disorders, including nausea and diarrhea.173,174,322 Because MASH is a multisystemic condition, safety monitoring may also need to extend beyond liver outcomes to include cardiovascular, cancer, renal function, and glycemic control risks.323,324 People with multiple comorbidities may require additional safety monitoring.

Multidisciplinary Coordination

Integrating nurse- or pharmacist-led monitoring, shared care models, and community-based programs may help distribute follow-up responsibilities.196,197 Multidisciplinary care teams may support optimal patient management, with monitoring that encompasses both liver health and broader cardiometabolic conditions.198-201

Coordinating Access to Testing

Repeat eligibility assessments may require additional laboratory testing and imaging to assess ongoing treatment effectiveness, underscoring the need for sustained access to these services and specialist follow-up.

As emerging NITs and blood-based biomarkers may refine monitoring protocols and inform treatment decisions, their integration into practice may require coordinated alignment across laboratory services, imaging capacity, and clinical workflows.167,180,193 Ongoing challenges include limited hepatology capacity, care coordination, and access to these resources in rural, remote, and northern regions and in Indigenous communities, resulting in the need for distant travel.95,202-205

Supporting Treatment Adherence

Monitoring practices adapted to population specific needs could be considered, including:

Existing Inequities in Access to Care

Low-income and racialized populations have been reported to receive fewer specialist referrals, rely more heavily on emergency departments, and experience additional barriers linked to racism, out-of-pocket expenses, and transportation.139,325 Limited specialist availability, combined with structural and racial inequities, can delay interventions and compromise ongoing management. These challenges are further compounded for Indigenous communities, where access to culturally safe care is limited, and historical mistreatment within colonial health systems continues to influence trust and engagement.326 Referral processes themselves are often fragmented, with unclear responsibilities, limited standardized pathways, and inconsistent communication between primary care and specialists, contributing to delays in assessment and treatment.

Indigenous and CDA-AMC-led engagement participants noted that limited primary care access, high travel and financial demands, and mobility or social constraints disproportionately affect rural, northern, and other underserved populations. These factors may contribute to delays in diagnosis and treatment, reinforcing systemic inequities.

System Navigation

People living with MASH and their providers must often navigate multiple entry points and disconnected providers leading to fragmented care experiences. Care navigators can mitigate these challenges by helping to coordinate services, facilitate referrals, and improve care continuity across settings; however, access to care navigation supports is uneven across Canada.327-329 In some jurisdictions, formal systems of care navigation are limited or unavailable, and existing navigator roles may be restricted to specific diseases or settings.328,330 These challenges are amplified for rural communities, immigrants, and newcomers, who may face long travel distances, language barriers, and limited access to care navigators.321,331 Without navigation support, individuals may experience delayed diagnosis, inconsistent follow-up, and suboptimal outcomes.328,330 Indigenous patient participants highlighted the need for increased access to Indigenous primary care providers and navigators.

“There should be Indigenous navigators around the clock.”

– Participant living with MASH in the Indigenous-led engagement activity, describing the need for Indigenous-specific support

Clear responsibilities and standardized MASH care pathway can lead to earlier diagnosis, treatment opportunities, and reduced costs. Coordinated, multidisciplinary models — supported by clear referral protocols, interoperable data systems, and culturally safe care — are approaches that could improve equity, efficiency, and outcomes across the continuum of care.95,202

Appendix 3: Methodology for the Review of Health System Readiness

Please note that this appendix has not been copy-edited.

We conducted exploratory literature searches to inform topic refinement and question development. Targeted internet searches were conducted to identify documents both nationally and internationally. Results of the searches were used in project planning and in guiding consultations with decision-makers and collaborators.

Subsequently, we conducted a review of relevant literature to summarize and synthesize information on the health system readiness for potential DMTs for MASH in Canada. Each section of the evidence review was informed by guiding questions developed through internal discussions and refined during the discovery and consultation phases. These guiding questions help ensure the evidence we gather is directly relevant to system-level decision-making across domains such as diagnostics, treatment, policy, and implementation. Throughout the review, equity considerations were integrated for each question.

Overview Questions

The health system readiness search supported findings on system readiness related considerations for the potential introduction of DMTs for MASH. These analyses were also informed by input from clinical experts. We identified and synthesized available evidence on system readiness to supplement findings from both the literature review and engagement activities. Research questions for the review included:

Search

An information specialist conducted a targeted literature search on MEDLINE, the Cochrane Database of Systematic Reviews, the International HTA Database, the websites of health technology assessment agencies in Canada and major international HTA agencies, as well as a focused internet search. The search approach was customized to retrieve a limited set of results, balancing comprehensiveness with relevancy. The search strategy comprised both controlled vocabulary, such as the National Library of Medicine’s MeSH (Medical Subject Headings), and keywords. Search concepts were developed based on the elements of the research questions and selection criteria. The main search concepts were MASH and system readiness. The search was completed on July 11, 2025, and limited to English-language documents published since January 1, 2020. Additional searches, with the same limits, were conducted using the search concepts MASH and relevant concerns related to system readiness, including but not limited to access and availability, novel drugs, safety, ethics and equity, specific tests, and population size. Search filters were applied to these additional searches to limit retrieval to health technology assessments, systematic reviews, meta-analyses, indirect treatment comparisons, or guidelines. For certain concepts, search terms for reviews of any type were also included. Regular alerts updated the database literature searches until the publication of the final report.

Screening and Extraction

Two reviewers screened articles in Covidence at the title and abstract stage in 2 phases. During the first phase, each reviewer performed a single-level review of half of all included studies References were tagged according to a predefined list of terms relevant to the health system readiness component of the report. References that met the exclusion criteria were omitted. A second-pass screening at the title and abstract level was then conducted on references tagged with “MASH.” Both reviewers independently reviewed all articles based on the inclusion criteria. Any conflicts were resolved during a follow-up consensus meeting. If saturation was reached in any topic area, the following criteria for including studies were applied:

For all included studies addressing health system readiness and emerging technologies, a narrative/summative approach to data extraction was undertaken to capture the key information. Data extraction focused on the current state of health care systems in Canada regarding diagnosing and treating MASH and enablers or barriers to the introduction of DMTs for MASH in health care systems in Canada.

Synthesis

Data were synthesized into a health system readiness report, highlighting the health system readiness for potential introduction of DMTs for MASH. We summarized available information (including from experts in Canada) within each domain, noting practical considerations and system-level implications for implementation in health care contexts in Canada.

Appendix 4: Methodology for the Review of the Diagnostic Accuracy of Noninvasive Tools

Please note that this appendix has not been copy-edited.

We conducted a rapid review to identify literature on diagnostic tools to identify MASH, their clinical characteristics, and diagnostic accuracy.

The rapid review method was chosen to support timely health system planning. By focusing on recent systematic reviews, this report provides a broad, evidence-informed understanding of the current diagnostic landscape, prioritizing evidence from reviews with moderate-high reporting standards supports transparency. While acknowledging that some relevant studies may have been excluded, this review was meant to provide an overview of the noninvasive tools landscape instead of a detailed comparative analysis. Rather than a comprehensive synthesis, this targeted review aimed to help decision-makers understand the diagnostic accuracy and key considerations of noninvasive tools and identify which tools may show higher sensitivity and specificity for detecting MASH.

Based on scoping activities, we developed the preliminary review questions and selection criteria, as well as developing related questions for clinical experts’ engagement consultations. An internal project plan for the rapid review was developed before undertaking the searches. The plan is available on request. The plan did not prespecify cut-offs or all possible outcomes that would be collected beyond sensitivity, specificity, and area under the curve if applicable. It also outlined extracted data would include key findings, strengths, and limitations from each included systematic review to identify areas for decision-making consideration across sources.

Overview Questions

The rapid review of diagnostic tools provided information about noninvasive ways to diagnose MASH. These analyses were also informed by input from clinical experts and clinical practice guidelines — for example, insights on which tools are currently in use across Canada. We identified, synthesized, and appraised available evidence on diagnostic tools and combined findings from both the literature review and engagement activities. Initial research questions for the rapid review included:

  1. What measures (e.g., quantitative liver stiffness measure, quantitative estimate of accumulation of fat on liver, blood serum biomarkers, imaging parameters, risk score) for NITs are used for the screening or diagnosis of MASH?

  2. What is the diagnostic accuracy of NITs with liver biopsy as the reference standard?

  3. What are the strengths and limitations of existing NITs? (Answering this was supplemented by other literature outside the rapid response search)

Search

An information specialist conducted a literature search on MEDLINE, the Cochrane Database of Systematic Reviews, the International Health Technology Assessment (HTA) Database, the websites of health technology assessment agencies in Canada and major international HTA agencies, as well as a focused internet search. The search approach was customized to retrieve a limited set of results, balancing comprehensiveness with relevancy. The search strategy comprised both controlled vocabulary, such as the National Library of Medicine’s MeSH (Medical Subject Headings), and keywords. Search concepts were developed based on the elements of the research questions and selection criteria. The main search concepts were MASH and imaging or scoring systems. Search filters were applied to limit retrieval to health technology assessments, systematic reviews, meta-analyses, or indirect treatment comparisons. The search was completed on July 4, 2025, and limited to English-language documents published since January 1, 2020, to ensure the review captured the most recent evidence in this rapidly evolving area, as MASH research, guidelines, and treatments have advanced significantly in recent years. Regular alerts updated the database literature searches until the publication of the final report.

Screening and Data Extraction

One reviewer screened records retrieved by the searches in 2 steps; first by titles and abstracts, then by full text. Selected studies that met the eligibility criteria were based on study type (systematic reviews that defined themselves as such), population (adults aged 18 years older who were biopsied for MASH, excluding pediatric populations), interventions (noninvasive diagnostic and screening tests for MASH), reference standard (liver biopsy), and outcomes (diagnostic accuracy of noninvasive tests).

One reviewer extracted summary study information from included studies, including first author and year, country, review type, study objective, included populations, number of studies, tests evaluated, outcomes assessed, main conclusions, limitations, and strengths. Further 1 reviewer assessed the methodological quality according to the AMSTAR 2 tool for systematic reviews. Systematic reviews judged to be of moderate to high methodological quality by this assessment were included in the rapid response; relevant systematic reviews considered to be of low or very low methodological quality were excluded. For each included study, additional data were extracted including index test, tool type, number of studies contributing data, diagnosis as defined by reference standard, test cut-offs or thresholds, prevalence of MASH (when reported), measure of fibrosis or steatosis, sensitivity and specificity with 95% confidence intervals, and the reported area under the curve, where applicable. Risk of bias assessments from the included studies was extracted as reported by respective study authors. Some characteristics commonly reported in systematic reviews (e.g., date of last search, number of included studies and patients, prevalence of MASH, population characteristics, and heterogeneity measures) were captured during data extraction but not fully reported in the summary table because these details were not consistently available across all included studies. To avoid selectively presenting information, we chose to summarize only those elements that were consistently reported in all reviews.

Although not all items were directly applicable, using AMSTAR 2 allowed us to systematically capture methodological features of the included reviews, providing a rapid overview of the quality of the study reporting.

Limitations

To meet timelines, single-reviewer screening, data extraction, and quality assessment were used. These methods increase the risk of error and bias compared with full systematic review processes. The use of AMSTAR 2, which is not specifically designed for diagnostic test accuracy reviews, also limits the precision of methodological quality assessments. Another team using different tools may reach different conclusions regarding the quality of the included systematic reviews.

As a rapid review, this review is not comprehensive. Excluding lower-quality systematic reviews may omit evidence for certain noninvasive tests, and the included reviews may not represent the optimal balance of quality, recency, relevance, and comprehensiveness. Thus, results should be interpreted as a high-level overview rather than a complete synthesis of all available evidence.

Only systematic reviews rated as moderate or high methodological quality were included. No additional screening was conducted for recency, relevance, comprehensiveness, or alignment with the population, intervention, comparison, and outcome framework, and primary study overlaps across systematic reviews were not assessed. As a result, the included reviews may not provide a comprehensive or fully current synthesis of the diagnostic accuracy literature, and the rapid review should be interpreted as a high-level overview, not an exhaustive summary of all evidence.

Because we relied exclusively on eligible systematic reviews, supplemental primary studies were not searched for or included, except in 1 case where no MASH-specific accuracy data existed for a commonly used tool; in that instance, a MASLD accuracy study was added to provide at least some evidence.

The primary studies included within the systematic reviews were frequently assessed by review authors as high risk of bias, limiting the certainty of the diagnostic accuracy estimates. Other factors that reduce confidence in the evidence include:

Deviations from the plan occurred during literature searching, screening, and data extraction due to the high volume of evidence, but they were made in consultation with the study team and advisors and did not compromise the review’s aim to inform decision-makers of relevant tools.

Overall Interpretation

These limitations mean that the review does not provide a comprehensive synthesis of all available diagnostic accuracy evidence for all noninvasive tests. Instead, it offers a decision-focused snapshot of the tools most commonly used in practice and whether any appear suitable as potential biopsy replacements.

Appendix 5: Results of the Review of the Diagnostic Accuracy of Noninvasive Tools

Please note that this appendix has not been copy-edited.

After screening 189 articles, 17 systematic reviews met the inclusion criteria. Basic study information was extracted, and methodological quality was assessed using AMSTAR-2. As described in the methods and protocol deviations, the synthesis focused only on commonly used or recommended tools. To ensure coverage of these tools, 1 additional review evaluating the diagnostic accuracy of ShearWave Elastography (SWE) for MASLD — rather than MASH specifically — was included, bringing the total to 18 reviews.332

Although 6 reviews were rated as moderate to high quality, limiting reporting to commonly used and recommended tools further narrowed the pool of relevant evidence; 4 of these 6 reviews contained applicable data on those specific tools (Table 11).

Key Evidence Findings on NITs

Figure 9: PRISMA Diagram for the Selection of Studies

PRISMA flow diagram depicting the number of records identified, screened, excluded, and included in the rapid review. A total of 179 records were identified through databases and 10 through other sources. A total of 189 records were screened, with 123 excluded. Sixty-six full-text articles were assessed for eligibility, and 48 were excluded for the following reasons: 30 did not specify the diagnosis of MASH, 11 were not disease-specific, 4 had the wrong study design, 2 had the wrong outcome, and 1 had the wrong indication. Eighteen studies were quality appraised and 6 studies rated moderate to high quality were included in the final review.

PRISMA = Preferred Reporting Items for Systematic reviews and Meta-Analyses.

Table 9: AMSTAR 2 Ratings of Systematic Reviews on Noninvasive Tools for MASH Diagnosis

Study

AMSTAR 2 domains

Overall confidenceb

1

2a

3a

4a

5

6

7

8

9a

10

11a

12

13a

14

15a

16

Decharatanachart et al.333

Yes

Yes

Yes — inferred

Yes

Yes

Yes

Yes

No

Yes

No

No meta-analysis

No meta-analysis

Yes

Yes

Yes

Yes

Moderate

Zamanian et al.334

No

No

Yes — inferred

Partial Yes

No

No

Yes

No

No

No

No meta-analysis

No meta-analysis

No

No

No

Yes

Critically low

Sun et al.335

Yes

Yes

Yes

Yes

Yes

No

Yes

Yes

Yes

Yes

Yes

Yes

Yes

Yes

Yes

Yes

High

Bresnahan et al.296

Yes

Yes

Yes — inferred

Yes

Yes

No

Yes

Yes

Yes

No

Yes

Yes

Yes

No

No

Yes

Moderate

Cathcart et al.295

Yes

Yes

Yes — inferred

Yes

No

No

Yes

No

Yes

No

No meta-analysis

No meta-analysis

No

Yes

No

Yes

Critically low

Castellana et al.336

Yes

Yes

Yes — inferred

No

Yes

Yes

Yes

Yes

Yes

No

No MASH meta-analysis

Yes

Yes

Yes

No

Yes

Critically low

Pennisi et al.337

Yes

Yes

Yes

Yes

No

No

Yes

Yes

Yes

No

Yes

Yes

Yes

No

No

Yes

Low

Ismaiel et al.338

Yes

No

Yes — inferred

Partial Yes

No

Yes

Yes

Partial Yes

Yes

Yes

Yes

No

Yes

Yes

No

Yes

Critically low

Gosalia et al.339

Yes

No

Yes — inferred

No

Yes

No

No

Partial Yes

No

No

No meta-analysis

No meta-analysis

No

No

No

Yes

Critically low

Eguchi et al.340

Yes

No

Yes

Yes

No

No

No

Partial Yes

No

No

No meta-analysis

No meta-analysis

No

No

No

Yes

Critically low

Ravaioli et al.341

Yes

Yes

Yes — inferred

Yes

Yes

Yes

Yes

Yes

Yes

No

Yes

Yes

Yes

Yes

No

Yes

Low

Vali et al.342

Yes

Yes

Yes

Yes

No

No

Yes

Partial Yes

Yes

No

No MASH meta-analysis

No

No

Yes

No

Yes

Low

Contreras et al.343

Yes

Yes

Yes — inferred

Yes

Yes

Yes

Yes

No

Yes

No

Yes

No

Yes

Yes

Yes

Yes

Moderate

Malandris et al.344

Yes

Yes

Yes

Yes

Yes

Yes

Yes

Yes

Yes

No

Yes

No

Yes

Yes

Yes

Yes

High

Selvaraj et al.345

Yes

Yes

Yes — inferred

Yes

Yes

Yes

Yes

Partial Yes

Yes

No

Yes

Yes

Yes

Yes

No

Yes

Low

Mózes et al.346

Yes

Yes

Yes

Yes

No

No

Yes

Partial Yes

Yes

No

Yes

Yes

Yes

No

No

Yes

Low

Garg et al.347

Yes

No

Yes — inferred

Yes

Yes

No

Yes

Partial Yes

Yes

No

No meta-analysis

No meta-analysis

Yes

Yes

No

Yes

Critically low

Xu et al.332

Yes

Yes

Yes — inferred

Yes

Yes

Yes

Yes

Partial Yes

Yes

No

Yes

Yes

Yes

Yes

Yes

Yes

High

Note: The checklist with full details is available at: https://www.bmj.com/content/bmj/suppl/2017/09/21/bmj.j4008.DC1/sheb036104.wf1.pdf.

aCritical domains for the AMSTAR 2 assessment.

bOverall: based on https://amstar.ca/Amstar-2.php, only bolded studies with moderate-high confidence in quality were included for reporting diagnostic accuracy of noninvasive tools.

Source: Shea BJ, Reeves BC, Wells G, Thuku M, Hamel C, Moran J, Moher D, Tugwell P, Welch V, Kristjansson E, Henry DA. AMSTAR 2: a critical appraisal tool for systematic reviews that include randomized or nonrandomized studies of health care interventions, or both. BMJ. 2017 Sep 21;358:j4

Table 10: QUADAS-2 Reported in Systematic Reviews on Noninvasive Tools for MASH Diagnosis of Moderate-High Reporting Quality Based on AMSTAR 2

ID

Study author, (year), and reference

Overall confidence AMSTAR-2 (Table 9)a

QUADAS-2 overview

Specific QUADAS -2 reporting

1

Decharatanachart, P., et al. (2021)333

Moderate

Low ROB in 4 of 5

Four of 5 MASH-related studies had low risk of bias; 1 had uncertain risk due to using ultrasonography with liver function tests as the reference standard. All 5 had no applicability concerns.

3

Sun Y., et al. (2025)335

High

High ROB in 2 domains

Of 180 studies, applicability was generally low concern (97% to 100% across domains). However, risk of bias was high: 75% lacked clear reporting for patient selection and reference standard, and 81% for the index test.

4

Bresnahan, R. et al. (2023)296

Moderate

High ROB in at least 1 domain 12 of 13 of studies

Only 1 of 13 studies had low risk of bias across all domains. Most studies (11 of 13) had bias or uncertainty in the index test (no prespecified thresholds), 4 of 13 in the reference standard (unclear blinding), and 2 of 13 in flow/timing (delayed or incomplete biopsy). Only 1 study had no applicability concerns; 12 of 13 had either uncertainty (6 of 13 – NAFLD patients with prior NIT indicating advanced disease) or high-risk concerns (6 of 13 – mixed liver populations or unreported NAFLD subgroups). Three studies had high-risk concerns for index test applicability due to noncommercial MRE designs or analyses not reflecting clinical practice.

13

Contreras, D. et al. (2023)343

Moderate

High ROB in 2 domains 50% or more of studies

Many studies (more than 75%) had high or uncertain risk of bias in the flow and timing domain, 50% in the index text domain and only about 30% had concerns in the patient selection, reference standard, and applicability domains.

14

Malandris, K. et al. (2024)344

High

High ROB in 2 domains of more than 50% or more studies

High risk of bias due to patient selection and/or suboptimal reporting of blinding of reference standard for index score (12 of 16), uncertain risk of bias due to inadequate description of reference standard (biopsy specimens' quality criteria) 9 of 16. One study raised applicability concerns because of population selection from a MASH clinical trial.

18

Xu, X. et al. (2025)332

High

High ROB in 1 domain more than 50% of studies

Most studies had low overall risk of bias, though 30% had unclear patient selection, 40% unclear and 45% high risk in index test, 2 studies high and 1 unclear risk in reference standard, and 55.6% high and 30% unclear risk in flow/timing. Applicability concerns were minimal across all domains.

ROB = risk of bias.

aOverall: Based on https://amstar.ca/Amstar-2.php, only bolded studies with moderate-high confidence in quality were included for reporting diagnostic accuracy of noninvasive tools.

Table 11: Diagnostic Accuracy of Common Noninvasive Diagnostic Tools

Tool

Hepatic pathology

Diagnostic definition used

Cut-off(s)

Sensitivity (95% CIs)

Specificity (95% CIs)

Reference

Scores with biomarkers + patient characteristics

FIB-4 index

Fibrosis

High-risk NASHa (NAS ≥ 4, ≥ F2)

NR

0.62 (0.48, 0.74)

0.68 (0.52, 0.8)

Sun et al. (2025)335

NASHa – criteria not stated

≥ 3.25 (ruling in¥)

0.57 (0.39, 0.74)

0.89 (0.77, 0.95)

Contreras et al. (2023)343

ELF score

Fibrosis

Diagnosing NASHa vs. NAFLD

NR

0.68 (0.29, 0.94)

0.68 (0.24, 0.95)

Sun et al. (2025)335

High-risk NASHa (NAS ≥ 4, ≥ F2)

NR

0.99 (0.96, 1)

0.07 (0.01, 0.2)

Sun et al. (2025)335

NFS (NAFLD score)

Fibrosis

High-risk NASHa (NAS ≥ 4, ≥ F2)

NR

0.7 (0.56, 0.83)

0.52 (0.32, 0.69)

Sun et al. (2025)335

Fibrosis

NASHa – criteria not stated

≥ 0.676

0.3 (0.27, 0.33)

0.96 (0.95, 0.96)

Contreras et al. (2023)343

Imaging-based methods

VCTE

Fibrosis

Diagnosing NASHa vs NAFLDa

NR

0.81 (0.69, 0.9)

0.66 (0.49, 0.8)

Sun et al. (2025)335

High-risk NASHa (NAS ≥ 4, ≥ F2)

NR

0.86 (0.74, 0.94)

0.45 (0.25, 0.64)

Sun et al. (2025)335

Shear wave elastography

2D SWE

Fibrosis

MASLD with significant fibrosis (F ≥ 2)

NR

0.71 (0.63, 0.78)

0.83 (0.76, 0.88)

Xu, X., et al. (2025)347

Point SWE

Fibrosis

MASLD with significant fibrosis (F ≥ 2)

NR

0.77 (0.68, 0.84)

0.76 (0.66, 0.84)

Xu, X., et al. (2025)347

MRI

MRE

Fibrosis and steatosis

NASH:a NAS ≥ 4 with ≥ 1 ballooning/inflammation

3.3kPa (ruling in¥)

0.79 (0.69, 0.87)

0.34 (0.22, 0.47)

Bresnahan et al. (2023)296

NASH:a ≥ 1 steatosis, ≥ 1 hepatocyte ballooning and ≥ 1 lobular inflammation

0.88kPa (ruling in)b

0.45 (0.23, 0.68)

1 (0.78, 1.00)

Bresnahan et al. (2023)296

NASH:a ≥ 1 steatosis, ≥ 1 hepatocyte ballooning and ≥ 1 lobular inflammation

2.27kPa (ruling in)b

0.7 (0.46, 0.88)

0.87 (0.60, 0.98)

Bresnahan et al. (2023)296

Advanced NASH:a NAS ≥ 4, ≥ F2

3.5kPa (ruling in)b

0.69 (0.57, 0.80)

0.49 (0.37, 0.60)

Bresnahan et al. (2023)296

MRI - PDFF

Steatosis

NASH:a NAS ≥ 4 with ≥ 1 ballooning/inflammation

10% (ruling in)b

58 (35.3, 77.8)

67.8 (56.3, 77.4)

Bresnahan et al. (2023)296

Advanced NASH:a NAS ≥ 4, ≥ F2

10% (ruling in)b

49.4 (19.1, 80.1)

60.5 (50.1, 70.0)

Bresnahan et al. (2023)296

ALT = alanine aminotransferase; AST = aspartate aminotransferase; CAP = controlled attenuation parameter; CI = confidence interval; cT1 = corrected T1; ELF = Enhanced Liver Fibrosis; FIB-4 = Fibrosis-4; kPA = kilopascal; MASLD = metabolic dysfunction–associated steatotic liver disease; MRE = magnetic resonance elastography; NAFLD = nonalcoholic fatty liver disease; NAS = NAFLD activity score; NASH = nonalcoholic steatohepatitis; NR = not reported; PDFF = proton density fat fraction; VCTE, vibration-controlled transient elastography.

aNASH/NAFLD was used as nomenclature in some research despite the internationally recognized recent nomenclature change to MASH/MASLD.

bRuling out excludes advanced fibrosis with high confidence; ruling in confirms advanced fibrosis with high confidence.

Table 12: Summary of Additional Noninvasive Diagnostic Tools

Tool

Hepatic pathology

Tool components

Serum-based biomarkers

CK-18

Liver cell damage

Protein detected in serum-based test

CK18-M30

Liver cell damage — hepatocyte apoptosis

Protein detected in serum-based test

AST/ALT ratio

Fibrosis

AST, ALT

APRI

Fibrosis

AST, platelet count

ELF score335

Fibrosis

Hyaluronic acid, tissue inhibitor of metalloproteinase 1, and amino-terminal propeptide of procollagen III

Scores with biomarkers + patient characteristics

FIB-4 score335,343

Fibrosis

Age, AST, ALT, and platelet count

NFS (NAFLD score)

Fibrosis

Age, BMI, fasting glucose/T2D, AST, ALT, platelet count, albumin

BARD score

Fibrosis

BMI (≥ 28), AST/ALT ratio, T2D

Scores with imaging or elastography

FAST score

Fibrosis and steatosis

Controlled attenuation parameter, liver stiffness measurements by vibration-controlled transient elastography, and AST levels

Imaging-based methods

Transient Elastography335

Fibrosis

Ultrasound-based measure of the velocity of shear waves generated through the liver

MRI - PDFF296

Steatosis

MRI-based measure of liver fat content calculated as the fat-to-water signal ratio

MRI - cT1

Fibrosis

MRI-based measure of water signal relaxation time post-excitation, corrected for iron content and scanner variability

Magnetic resonance elastography296

Fibrosis and steatosis

MRI-based measure of the propagation of mechanical waves through soft tissue

Shear wave elastography – point or 2D347

Fibrosis

Ultrasound-based quantitative measure of stiffness (can include imaging components for fat accumulation)

ALT = alanine aminotransferase; APRI = AST to platelet ratio index; AST = aspartate aminotransferase; BARD = BMI, AST/ALT Ratio, and Diabetes; BMI = body mass index; CK-18 = cytokeratin 18; cT1 = corrected T1; ELF = Enhanced Liver Fibrosis; FAST = FibroScan-AST; FIB-4 = Fibrosis-4; MRI = MRI; NFS = NAFLD fibrosis score; PDFF = proton density fat fraction; T2D = type 2 diabetes.

Note: Equity considerations in diagnostic tools: Across the reviews assessing the accuracy of the diagnostic tools for MASH, none explicitly incorporated an equity framework such as PROGRESS-Plus or conducted equity-stratified analyses. Demographic reporting was largely limited to characteristics such as age and sex. While these variables were commonly described, no subgroup analyses were conducted to determine whether test accuracy differed by age or sex. There were also no subgroup analyses based on other PROGRESS-Plus factors such as race/ethnicity, socioeconomic status, geography, disability, education, or social capital. This lack of evidence limits our ability to assess whether these diagnostic tools perform consistently across diverse patient populations. We would not anticipate the accuracy of the diagnostic tools to vary based on factors such as socioeconomic characteristics, education, geography, or social capital. However, the lack of evidence-based information on PROGRESS-Plus factors is concerning, as evidence shows that some populations are at higher risk for developing MASH.

Appendix 6: Guidance for Reporting the Involvement of Patients and the Public (Version 2) Short-Form Reporting Checklist

Please note that this appendix has not been copy-edited.

Table 13: GRIPP2-SF46 of Indigenous-Led and CDA-AMC–Led Engagement Activities

GRIPP2

Summary

1. Aim

To gather lived experience and community perspectives on MASH/fatty liver disease to help contextualize clinical and health system evidence, fill in gaps not reflected in the literature, and help inform ethics and equity considerations for this report. Engagement activities focused on diagnostic and treatment experiences and the related equity considerations.

2. Methods

Two distinct engagement activities were conducted, 1 led by CDA-AMC and 1 by the Indigenous consulting firm Sage Solutions.

CDA-AMC-led engagement methods:

Total participants: 6

4 people living with MASH with lived experience of MASH

2 patient group representatives (1 also living with MASLD and 1 as Policy Lead)

Place of residence: Alberta (2), Ontario (3), Newfoundland and Labrador (1)

Missing perspectives: Caregivers; members of racialized communities; 2SLGBTQ+ participants; individuals with low incomes; people who speak languages other than English; rural/remote residents.

Participants took part in 5 engagement sessions in October and November 2025. Semistructured interviews and facilitated discussion questions explored symptom onset, diagnosis, treatment experiences, system navigation, access barriers, and awareness of disease-modifying therapies. Insights were qualitatively analyzed and grouped into descriptive themes. Insights were reported in the “What We Heard” summary and integrated into the overall project findings.

Indigenous-led engagement methods:

Total participants: 4 First Nations living with MASH, of which 1 also a caregiver of a person living with MASH

Place of residence: Alberta, Ontario, British Columbia.

Participants chose from 3 online engagement sessions scheduled in October 2025, or the option for an individual interview online. Each virtual engagement was grounded in respectful dialogue and guided by a facilitation approach that centred Indigenous knowledge systems and lived experience. Insights were reported in the “What We Heard” summary and integrated into the overall project findings.

3. Results

Participants across CDA-AMC and Indigenous-led sessions identified diagnostic delays, limited information sharing, structural barriers to diagnosis and treatment, including anti-Indigenous racism, stigma, high travel and cost burdens (particularly for northern people living with MASH), and availability of health care providers. They emphasized the need for improved provider education, peer support, and equitable access to diagnostics and treatments, especially considering the potential introduction of DMTs for MASH in Canada.

4. Discussion

Engagement participants’ insights helped contextualize report findings by identifying current diagnostic and treatment needs, and the implications of health systems gaps and structural barriers to accessing and benefiting from MASH diagnosis and treatment.

5. Reflections and Critical Perspective

The contributions of people with lived experience helped identify important diagnostic and treatment considerations, needs, and health system limitations relevant to the assessment of health system readiness outlined in this report. However, specifically in the CDA-AMC-led engagement sessions, individuals from structurally marginalized groups were not included, limiting breadth of insight. Future engagement activities should proactively seek to include individuals with diverse ethnic/racial backgrounds, living with low-income, and living in rural/remote locations.

Appendix 7: Methodology for Estimation of the Population With Treatable MASH

Please note that this appendix has not been copy-edited.

First, the total population in Canada was obtained from Statistics Canada 2025 estimates. Second, published Canadian and international epidemiological studies were reviewed to identify the prevalence and incidence of MASH, previously observed or estimated. Third, eligibility criteria were applied based on disease stage (e.g., fibrosis stages F2 and F3) as reported in the literature. Finally, an age restriction was applied to only include adult population (≥ 18 years) as the emerging DMTs are only approved for adult populations.

Limitations

These estimates are based on projected numbers of individuals living with MASH according to estimates of NASH (the previous nomenclature and definition) using historical trends in obesity that modelled future disease burden. These estimates are not based on confirmed diagnoses and do not account for individuals with lean MASH, who may also be eligible. Another limitation is the unknown proportion of individuals with MASH who have fibrosis staged at F2–F3 and are therefore eligible for DMTs. These estimates assume that the proportion of F2–F3 fibrosis is equivalent between NAFLD and NASH. Further, the assumed proportion is based on modelling data, not confirmed fibrosis staging. Additionally, with the introduction and increasing use of GLP-1 therapies to support weight loss and metabolic improvements, the future impact on population-level weight trends and MASH development in Canada (or internationally) remains uncertain.

Table 14: Estimated Population With Treatable MASH as of 2025

Population and step

Approach

Rationale

N

Percentage of population

All ages (2025 estimates)348

Estimated population in Canada

Provides the total population denominator for all subsequent prevalence estimates

41,651,653

Modelled MASH prevalence (estimated for 2025 based on historical obesity trends)15

Age-adjusted modelled prevalence of MASH from historical obesity trends; 5.80% of all ages

Establishes the baseline MASH population in Canada using estimated prevalence data

2,415,796

5.80%

Estimated MASH patients with fibrosis F2–F315

NAFLD F2+F3 proportion = (F2 + F3)/total NAFLD = (451,000 + 293,000)/8,712,000 ≈ 8.54%

Applied to MASH: 2,415,796 × 0.085399 = 206,307

Identifies subset of MASH patients with F2-F3 fibrosis staging - emerging DMTs only indicated for these stages

206,307

8.54%

Proportion who are adults (18+ years)348

Adjusted for age < 18

Focuses on the adult population who would be eligible for emerging DMTs (children not eligible)

168,449

81.65%

Treatable MASH population estimate for 2025

Stepwise approach: starting from total population, applying MASH prevalence, fibrosis proportion, and adult adjustment

Final estimate of target population

168,449

0.40%

Table 15: Estimated Population With Treatable MASH in 2030

Population step

Approach

Rationale

N

Percentage of total population

All ages 2030349

Estimate population in Canada in 2030

Provides the total population denominator for all subsequent prevalence estimates

42,447,500.00

Modelled MASH prevalence estimate for 203015

All ages modelled prevalence of MASH from historical obesity trend; 6.1% in 2030

Establishes the baseline MASH population in Canada using estimated prevalence data

2,589,297.50

6.10%

Estimated MASH patients with fibrosis F2–F315

Staged F2-F3/ total NAFLD (518,000 + 357,000)/9,305,000

Identifies subset of MASH patients with F2-F3 fibrosis staging - emerging DMTs only indicated for these stages

243,393.97

9.40%

Proportion who are adults (18+)348

Same proportion as in 2025, which may change by 2030

Focuses on the adult population who would be eligible for emerging DMTs (children not eligible)

198,731.17

81.65%

Treatable MASH population estimate for 2030

Stepwise approach: Starting from total population, applying MASH prevalence, fibrosis proportion, and adult adjustment

Final estimate of target population

198,731.17

0.47%