Evidence map›Paper›PMID 41619811›Full record

ArticleEndocrine practice : official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists2026

Implications of Expanded Advanced Fibrosis Screening Strategies for Metabolic Dysfunction-Associated Steatotic Liver Disease in Primary Care.

Kush M Patel, Cecil Jnawali, Jingwen Zhang, Justin Marsden, Chloe Bays, Andrew D Schreiner

Abstract read
In one paragraph

Article in Endocrine practice : official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Kush M PatelDepartment of Medicine, Medical University of South Carolina, Charleston, South Carolina. Electronic address: patelkus@musc.edu.
Cecil JnawaliDepartment of Medicine, Medical University of South Carolina, Charleston, South Carolina.
Jingwen ZhangDepartment of Medicine, Medical University of South Carolina, Charleston, South Carolina.
Justin MarsdenDepartment of Medicine, Medical University of South Carolina, Charleston, South Carolina.
Chloe BaysDepartment of Medicine, Medical University of South Carolina, Charleston, South Carolina.
Andrew D SchreinerDepartment of Medicine, Medical University of South Carolina, Charleston, South Carolina.

Funding

Advanced Fibrosis Detection and a Predictive Diagnostic Model for Metabolic Dysfunction-associated Steatotic Liver Disease (MASLD) in Primary CareR01DK139087 · NIDDK · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI SCHREINER, ANDREW DAVID · 2025 to 2025
$2.7M
Improving the Diagnosis of Liver Disease in Primary Care Patients with Abnormal Liver FunctionK23DK118200 · NIDDK · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI SCHREINER, ANDREW DAVID · 2018 to 2022
$866k
Improving the Diagnosis and Fibrosis Risk Assessment of Nonalcoholic Fatty Liver Disease in Primary Care Patients with Abnormal Liver ChemistriesR03DK129558 · NIDDK · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI SCHREINER, ANDREW DAVID · 2022 to 2023
$226k
NIDDK NIH HHS K23 DK118200NIDDK NIH HHS R01 DK139087NIDDK NIH HHS R03 DK129558
6 · The paper itself

Abstract

objectiveAdvanced fibrosis is associated with cirrhosis, cancer, and mortality in patients with metabolic dysfunction-associated steatotic liver disease (MASLD). Since MASLD is underdiagnosed in primary care, and diabetes mellitus type 2 (T2DM) is strongly associated with MASLD, the 2024 American Diabetes Association guidelines recommend screening for advanced fibrosis in patients with T2DM and prediabetes using the Fibrosis-4 Index (FIB-4). We aimed to determine the proportion of primary care patients with T2DM and prediabetes who had FIB-4s at risk for advanced fibrosis and required confirmatory testing.

methodsThis cross-sectional study evaluated primary care patients with T2DM or prediabetes and a FIB-4 score between 2022 and 2024. The outcome of interest was a FIB-4 score in need of confirmatory fibrosis risk assessment. Univariate analyses were used to describe the cohort. Logistic regression models evaluated the association between T2DM and a FIB-4 score at indeterminate risk or greater for advanced fibrosis.

resultsOf 8366 patients with T2DM and prediabetes, 2064 (25%) had FIB-4s in need of confirmatory risk assessment. The expanded FIB-4 fibrosis screening for T2DM and prediabetes increased the number of patients needing confirmatory fibrosis risk assessment by 9.1 times compared to those with diagnoses of MASLD (n = 228). Further, patients with T2DM were not more likely to have an indeterminate risk or greater FIB-4 (odds ratio: 0.86; 95% CI: 0.77-0.96) compared to those with prediabetes in the fully adjusted model.

conclusionExpanded screening for advanced liver fibrosis would substantially increase the number of patients who need confirmatory testing for liver fibrosis, increasing cost and straining access.

Indexed as

Diabetes Mellitus, Type 2Fatty LiverLiver CirrhosisPrediabetic StateAgedCross-Sectional StudiesFemaleHumansMaleMass ScreeningMiddle AgedPrimary Health Careadvanced fibrosis screeningdiabetes mellitus type 2Fibrosis-4 Indexmetabolic dysfunction-associated steatotic liver diseaseprediabetes

Identifiers

PMID41619811
PMCPMC13094816

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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.