Evidence map›Paper›PMID 39749918›Full record

ArticleThe American journal of gastroenterology2025

Optimal Population Screening Strategies for Liver Fibrosis Associated With Metabolic Dysfunction-Associated Steatotic Liver Disease.

W Ray Kim, Ajitha Mannalithara, Vivek Charu, Nakia Chung, Allison Kwong, Paul Y Kwo, Natalie J Torok, Steven M Asch, Sun H Kim

Abstract read
In one paragraph

Article in The American journal of gastroenterology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Review
  5. Article
  6. 1-Minute Pearls/Pitfalls for the Clinician.Journal of Brown hospital medicine · 2026
    Article
  7. Article
  8. ISIFrontiers in medicine · 2025
    Article
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

9 authors.

W Ray KimDivision of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Phoenix, Arizona, USA.ORCID 0000-0002-3030-860
Ajitha MannalitharaDivision of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA.ORCID 0000-0001-9810-1069
Vivek CharuDepartment of Pathology and Quantitative Science Unit, Stanford University School of Medicine, Stanford, California, USA.
Nakia ChungDivision of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA.ORCID 0000-0002-1647-6463
Allison KwongDivision of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA.ORCID 0000-0002-3874-6612
Paul Y KwoDivision of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA.ORCID 0000-0002-8234-4485
Natalie J TorokDivision of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA.ORCID 0000-0001-8074-7048
Steven M AschDivision of Primary Care and Population Health, Stanford University School of Medicine, Stanford, California, USA.ORCID 0000-0001-5838-5335
Sun H KimDivision of Endocrinology, Gerontology and Metabolism, Stanford University School of Medicine, Stanford, California, USA.ORCID 0000-0003-0895-7491

Funding

TRAINING GRANT IN ACADEMIC GASTROENTEROLOGYT32DK007056 · NIDDK · STANFORD UNIVERSITY · PI Natalie J. Torok · 1986 to 2026
$6.5M
Stratification of Non-alcoholic Fatty Liver Disease using the SAFE ScoreR01DK127224 · NIDDK · STANFORD UNIVERSITY · PI KIM, W. RAY · 2020 to 2023
$1.7M
Defining Phenotypes of Alcohol-Associated Liver Disease with Acute Hepatic DecompensationK23AA029197 · NIAAA · STANFORD UNIVERSITY · PI KWONG, ALLISON · 2021 to 2025
$1.0M
BLRD VA I01 BX002418NIAAA NIH HHS AA-029197NIAAA NIH HHS K23 AA029197NIDDK NIH HHS DK-007056NIDDK NIH HHS DK-127224NIDDK NIH HHS R01 DK127224NIDDK NIH HHS T32 DK007056
6 · The paper itself

Abstract

introductionMetabolic dysfunction-associated steatotic liver disease (MASLD) is an important public health threat, potentially leading to chronic liver disease and liver cancer. Current guidelines recommend using the Fibrosis-4 score for initial identification of subjects at risk of future complications. We formulate a novel population screening strategy based on the Steatosis-Associated Fibrosis Estimator (SAFE) score, recently developed for MASLD risk stratification in primary care.

methodsWe interrogated the National Health and Nutrition Examination Survey data, 2017-20, in which a sample of subjects representative of US civilian population underwent vibration-controlled transient elastography (VCTE). The current guideline and a new, SAFE-based proposal were applied to these data to project the number of subjects to be diagnosed with liver fibrosis gauged by liver stiffness measurement (LSM), including significant (LSM ≥8 kPa) and advanced (LSM ≥12 kPa) fibrosis, as well as the number of VCTEs to be performed.

resultsIn the survey data, 2,691 subjects, projecting to 75.8 million US adults, were found to have MASLD, of whom 11% had LSM 8-12 kPa and 6% LSM ≥12 kPa. When the current guideline was applied, 18.1 million VCTEs would be needed to diagnose 3.5 million subjects with LSM ≥8 kPa and 1.7 million subjects with LSM ≥12 kPa. In comparison, a new approach based on the SAFE score would detect 4.9 million with LSM ≥8 kPa and 2.5 million subjects with LSM ≥12 kPa (37% and 45% improvement over the current guideline, respectively), while requiring 5.0 million fewer VCTEs (28% reduction). DISCUSSION: The proposed population risk stratification approach using the SAFE score is simpler and substantially more effective, yielding more subjects with liver fibrosis while requiring less resources compared with the currently recommended algorithm.

Indexed as

Fatty LiverLiver CirrhosisMass ScreeningAdultAgedElasticity Imaging TechniquesFemaleHumansMaleMiddle AgedNutrition SurveysRisk AssessmentUnited Statesliver fibrosismetabolic dysfunction-associated steatotic liver diseasenon-invasive testpopulation screening

Identifiers

PMID39749918
PMCPMC12832100

What OpenQuestion holds

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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.