Evidence map›Paper›PMID 42220817›Full record

ArticleCureus2026

Time to Screen for Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD): Insights From a Single-Center Retrospective Risk Stratification Study in Saudi Arabia.

Turky Zahrani, Al Hanouf Rayyani, Syed Anjum Gardezi

Abstract read
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Article in Cureus, 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

3 authors.

Turky ZahraniDepartment of Family Medicine, Johns Hopkins Aramco Healthcare, Dhahran, SAU.
Al Hanouf RayyaniDepartment of Family Medicine, Johns Hopkins Aramco Healthcare, Dhahran, SAU.
Syed Anjum GardeziDepartment of Gastroenterology and Hepatology, Johns Hopkins Aramco Healthcare, Dhahran, SAU.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMetabolic dysfunction-associated steatotic liver disease (MASLD) is the most common cause of chronic liver disease worldwide and is strongly associated with obesity and type 2 diabetes. However, many patients remain undiagnosed in primary care because liver enzyme levels are often normal despite the presence of clinically significant fibrosis. Current international guidelines recommend the use of noninvasive fibrosis scores, such as the fibrosis-4 (FIB-4) index, for risk stratification. Importantly, this study focuses on individuals with normal liver enzymes who are at risk of MASLD rather than those with an established diagnosis, positioning FIB-4 as a pragmatic screening tool to identify high-risk patients in primary care settings.

objectiveThis study aimed to evaluate fibrosis risk among high-risk primary care patients with normal liver biochemistry and to assess referral patterns to gastroenterology services. This study provides the first real-world evidence from Saudi Arabia evaluating noninvasive fibrosis risk stratification in a primary care population with normal liver enzymes.

methodsThis retrospective observational study used electronic medical record data from primary care clinics within a large tertiary healthcare system in Saudi Arabia between January 2021 and December 2024. Adult patients (n = 200) with metabolic risk factors, including obesity and type 2 diabetes, with no previous diagnosis of liver disease and normal liver enzyme levels were included. FIB-4 scores were calculated using routinely available laboratory parameters to stratify patients into low, intermediate, and high fibrosis risk categories.

resultsA notable proportion of patients with normal liver enzymes demonstrated intermediate or high fibrosis risk based on FIB-4 scores. Referral rates to gastroenterology services were low, suggesting missed opportunities for early detection. Integrating FIB-4 into routine primary care pathways may improve early identification and referral of patients at risk of advanced fibrosis in MASLD.

conclusionThese findings highlight the importance of proactive screening in high-risk individuals, even when liver enzymes are normal, as reliance on biochemistry alone may overlook clinically significant fibrosis; incorporating tools such as FIB-4 and the AST:ALT ratio can facilitate earlier identification and timely intervention.

Indexed as

fatty liver diseasefibrosisfibrosis-4 (fib-4) scoreliver cirrhosisliver function tests (lfts)metabolic dysfunction-associated steatotic liver diseaseprimary medical care

Identifiers

PMID42220817
PMCPMC13222065

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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.