Evidence map›Paper›PMID 42405291›Full record

ArticleGastro hep advances2026

Longitudinal Validation of Clinical Care Pathways for Metabolic Dysfunction-Associated Steatotic Liver Disease in a Prospective Cohort of Individuals With Type 2 Diabetes.

Jonathan Dounel, Luis Antonio Díaz, Ricki Bettencourt, Federica Tavaglione, Egbert Madamba, Lisa Richards, Rohit Loomba, Veeral Ajmera

Abstract read
In one paragraph

Article in Gastro hep advances, 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

8 authors.

Jonathan DounelMASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, San Diego, California.
Luis Antonio DíazMASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, San Diego, California.
Ricki BettencourtMASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, San Diego, California.
Federica TavaglioneMASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, San Diego, California.
Egbert MadambaMASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, San Diego, California.
Lisa RichardsMASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, San Diego, California.
Rohit LoombaMASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, San Diego, California.
Veeral AjmeraMASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, San Diego, California.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: The American Gastroenterological Association (AGA) Clinical Care Pathway provides a tiered, noninvasive algorithm for fibrosis risk stratification in populations at high risk for metabolic dysfunction-associated steatotic liver disease (MASLD). We assessed the 2-year longitudinal performance of the AGA pathway using magnetic resonance elastography (MRE) as the reference. Methods: This prospective cohort study enrolled adults aged 50-79 years with type 2 diabetes mellitus from ambulatory care clinics between the dates of February 2016 and February 2025. Participants underwent a standardized clinical research visit with Fibrosis-4 index (FIB-4), vibration-controlled transient elastography (VCTE), and MRE at baseline and at a 2-year interval at the UCSD MASLD Research Center. Results: Of 626 participants with a baseline assessment, 209 had longitudinal follow-up assessment and were included in the study. The prevalence of MASLD was 69.9%, and 19.0% had significant fibrosis at baseline (MRE ≥3.30 kPa). Applying the AGA pathway of FIB-4 and VCTE, the false negative rate (low risk by pathway with MRE ≥3.30 kPa) at baseline was 7% with 17.6% of participants qualifying for specialty referral. At 2-year follow-up, the false negative rate decreased to 3% and an additional 7%, respectively qualified for specialty referral. Applying a FIB-4 cut point of 1.0 decreased the false negative rate to 0%; however, the number of patients requiring VCTE increased by 54% over 2-years. Conclusion: Longitudinal reassessment of patients initially classified as low risk by the AGA Clinical Care Pathway substantially reduced misclassification of significant fibrosis, while maintaining a low rate of specialty referral. These findings support serial re-evaluation as a key component of noninvasive fibrosis risk stratification in at-risk populations.

Indexed as

DiabetesMASHRisk StratificationScreening

Identifiers

PMID42405291
PMCPMC13332004

What OpenQuestion 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 OpenQuestion graph.