Evidence mapPaperPMID 42351513Full record

ReviewDiagnostics (Basel, Switzerland)2026

Summary of Guidelines for Identifying and Risk-Stratifying Patients with Metabolic Dysfunction-Associated Steatotic Liver Disease: A Primer for Family Physicians.

Mitchell P Wilson, Abdel-Aziz Shaheen, Victoria Leung, An Tang, Andreu F Costa, Casey Hurrell, Gavin Low

Abstract readReview
In one paragraph

Review in Diagnostics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Mitchell P WilsonDepartment of Radiology and Diagnostic Imaging, University of Alberta, 2B2.41 WMC, 8440-112 Street NW, Edmonton, AB T6G 2B7, Canada.ORCID 0000-0002-1630-5138
Abdel-Aziz ShaheenDivision of Gastroenterology, Department of Medicine, University of Calgary, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada.
Victoria LeungDepartment of Family Medicine, Faculty of Medicine and Dentistry, University of Alberta, 6-10 University Terrace, Edmonton, AB T6G 2T4, Canada.
An TangDepartment of Radiology, Radiation Oncology and Nuclear Medicine, Université de Montréal, 1000 R. Saint-Denis, Montreal, QC H2X 0C1, Canada.
Andreu F CostaDepartment of Diagnostic Radiology, Faculty of Medicine, Dalhousie University, Halifax, NS B3H 4R2, Canada.
Casey HurrellCanadian Association of Radiologists, 220 Ave. Laurier #1120, Ottawa, ON K1P 6E6, Canada.ORCID 0000-0003-0453-2576
Gavin LowDepartment of Radiology and Diagnostic Imaging, University of Alberta, 2B2.41 WMC, 8440-112 Street NW, Edmonton, AB T6G 2B7, Canada.ORCID 0000-0002-4959-8934

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Multiple North American and European societies now endorse a combined serological and imaging-based clinical care pathway for non-invasive risk stratification of patients with metabolic dysfunction-associated steatotic liver disease (MASLD). A multidisciplinary group of Canadian radiologists, hepatologists, family physicians, and other health professionals have recently published consensus guidelines for identification and risk stratification of patients with suspected MASLD. Screening should be performed with the FIB-4 score, and those with an indeterminate FIB-4 (between 1.32.67) should undergo imaging-based liver stiffness evaluation either with transient elastography (FibroScan), ultrasound shear wave elastography, or magnetic resonance elastography as a second step. While the implementation of these techniques for measuring liver stiffness differ, there is no clinically significant difference in their diagnostic performance. This narrative review, intended for Family Physicians, summarizes recommendations for serological investigations and imaging modalities of liver steatosis and stiffness. Practical guidance includes an algorithm with thresholds. We discuss current challenges and future directions of risk-stratifying patients with MASLD in the community.

Indexed as

FibroScanliverMASLDMR elastographyNAFLDrisk stratificationshear wave elastographytransient elastography

Identifiers

PMID42351513
PMCPMC13297919

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.