Evidence map›Paper›PMID 41743689›Full record

ArticleLiver cancer2026

Dynamic FIB-4 Score Changes and HCC Risk in Patients with MASLD and Elevated Liver Enzymes: A Nationwide Cohort Study.

Yee Hui Yeo, Hsiu J Ho, Tsai-Wei Huang, Teng-Yu Lee, Ju Dong Yang, George Cholankeril, Chien-Jen Chen, Hawi-I Yang, Chuen-Fei Chen, Hung-Chuen Chang and 1 more

Abstract read
In one paragraph

Article in Liver cancer, 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

11 authors.

Yee Hui YeoKarsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
Hsiu J HoInstitute of Biomedical Informatics, Health Innovation Center, and Microbiota Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Tsai-Wei HuangSchool of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan.
Teng-Yu LeeDivision of Gastroenterology and Hepatology, Taichung Veterans General Hospital, Taichung, Taiwan.
Ju Dong YangKarsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
George CholankerilDivision of Abdominal Transplantation, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA.
Chien-Jen ChenGenomics Research Center, Academia Sinica, Taipei, Taiwan.
Hawi-I YangGenomics Research Center, Academia Sinica, Taipei, Taiwan.
Chuen-Fei ChenDepartment of Medicine, MacKay Medical College, New Taipei City, Taiwan.
Hung-Chuen ChangDivision of Gastroenterology, Department of Internal Medicine, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan.
Chun-Ying WuInstitute of Biomedical Informatics, Health Innovation Center, and Microbiota Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Hepatocellular carcinoma (HCC) can develop in individuals with metabolic dysfunction-associated steatotic liver disease (MASLD) without cirrhosis, especially in those with elevated liver enzymes. However, there is currently no low-cost, scalable screening tool for this population. To address this need, we investigated the association between serial changes in FIB-4 (fibrosis-4) scores over a 3-year period and the risk of developing HCC in a large, diverse cohort of patients with MASLD without cirrhosis. Methods: This study utilized a nationwide cohort from the National Health Insurance Research Database (NHIRD), including 810,698 patients with MASLD who had demographic and laboratory data at baseline and at least 3 years of follow-up. FIB-4 scores were analyzed to assess transitions between low-risk (<1.45), indeterminate-risk (1.45-2.67), and high-risk (>2.67) categories over time. Competing risks for HCC and mortality were modeled to estimate the sub-distribution hazard ratios (SHRs). Results: Changes in FIB-4 scores over time provided superior predictive accuracy compared to one-time measurement. Individuals with persistent high FIB-4 (high-to-high group) had a 14-fold higher risk of developing HCC (adjusted SHR [aSHR] 13.91, 95% CI: 11.94-16.20) compared to those with stably low FIB-4 (low-to-low group), while those with improved scores (high-to-low and high-to-indeterminate groups) had a lower risk compared to the high-to-high group. Worsening FIB-4 scores, as shown in the low-to-indeterminate group (aSHR 2.22, 95% CI: 1.93-2.57 or the low-to-high group (aSHR 4.75, 95% CI: 3.38-6.68), were associated with progressively increased risks of HCC compared to the low-to-low group. In contrast, when compared to the high-to-high group, those with improved FIB-4 scores, including the high-to-indeterminate group (aSHR 0.41, 95% CI: 0.35-0.48) and the high-to-low group (aSHR 0.25, 95% CI: 0.15-0.42), exhibited reduced HCC risks. Conclusion: Serial FIB-4 measurements offer greater accuracy in identifying individuals at high risk for HCC in non-cirrhotic MASLD Asians with elevated liver enzymes, with HCC surveillance warranted in high-risk groups.

Indexed as

DiabetesFIB-4Liver cancerPublic healthSerial measurement

Identifiers

PMID41743689
PMCPMC12931954

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.