Evidence map›Paper›PMID 36625733›Full record

SynthesisAlimentary pharmacology & therapeutics2023

Meta-analysis: Chemoprevention of hepatocellular carcinoma with statins, aspirin and metformin.

Rebecca W Zeng, Jie Ning Yong, Darren J H Tan, Clarissa E Fu, Wen Hui Lim, Jieling Xiao, Kai En Chan, Caitlyn Tan, Xin Lei Goh, Douglas Chee and 10 more

Open access · greenAbstract readMeta-AnalysisReview
In one paragraph

Synthesis in Alimentary pharmacology & therapeutics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 57 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
57citing papers in PubMed, 4 pooled it
19.1field-weighted citation impact, top 1% of its field
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

57 citing papers in PubMed, 4 syntheses or guidelines pooled it, 80 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Review
  6. Article
  7. Review
  8. Cumulative Metformin Use and Hepatocellular Carcinoma Risk After HCV SVR: A Multicentre Cohort Study.Liver international : official journal of the International Association for the Study of the Liver · 2026
    Observational
  9. Review
  10. Article
  11. Review
  12. Review
  13. Article
  14. Review
  15. Review
  16. Hepatocellular carcinoma: Epidemiology, diagnosis and treatment.JHEP reports : innovation in hepatology · 2025
    Review
  17. Chemoprevention of hepatocellular carcinoma.Hepatology communications · 2025
    Review
  18. Article
  19. Review
  20. Statins in MASLD: Challenges and future directions.JHEP reports : innovation in hepatology · 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

20 authors at 7 institutions in 4 countries.

Rebecca W ZengYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Jie Ning YongYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Darren J H TanYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Clarissa E FuYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Wen Hui LimYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Jieling XiaoYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Kai En ChanYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Caitlyn TanYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Xin Lei GohYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Douglas CheeDivision of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Singapore, Singapore.
Nicholas SynYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID 0000-0002-6343-176X
Eunice X TanYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Mark D MuthiahYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID 0000-0002-9724-4743
Cheng Han NgYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID 0000-0002-8297-1569
Nobuharu TamakiDepartment of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.
Sung Won LeeDivision of Gastroenterology and Hepatology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea.
Beom Kyung KimDepartment of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.ORCID 0000-0002-5363-2496
Mindie H NguyenDivision of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California, USA.ORCID 0000-0002-6275-4989
Rohit LoombaNAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, San Diego, California, USA.ORCID 0000-0002-4845-9991
Daniel Q HuangYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID 0000-0002-5165-5061
National University of Singapore · SGCatholic University of Korea · KRMusashino Red Cross Hospital · JPNational University Hospital · SGStanford Medicine · USUniversity of California San Diego · USYonsei University · KR

Funding

UC San Diego Clinical and Translational Research InstituteUL1TR001442 · NCATS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI FIRESTEIN, GARY S, HOGARTH, MICHAEL · 2015 to 2024
$88.3M
Yeast Genetics and Stress Response Genes-BiomedicalP42ES010337 · NIEHS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI TUKEY, ROBERT H · 2000 to 2022
$69.8M
Pediatric Trials in Non-Alcoholic Steatohepatitis (NASH)U01DK061734 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ROHIT LOOMBA · 2002 to 2026
$24.4M
Tissue-specific roles of FXR in CVD and NASHP01HL147835 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI LOOMBA, ROHIT · 2020 to 2024
$12.2M
San Diego Digestive Diseases Research CenterP30DK120515 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Bernd G. Schnabl · 2019 to 2026
$10.8M
HIV MASLD Clinical Research Network (HCRN)R01DK121378 · NIDDK · INDIANA UNIVERSITY INDIANAPOLIS · PI NAGA P CHALASANI, ROHIT LOOMBA · 2020 to 2026
$8.7M
Novel IL-23 inhibitor for the treatment of alcohol associated liver diseaseU01AA029019 · NIAAA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI KISSELEVA, TATIANA, LOOMBA, ROHIT · 2020 to 2024
$3.7M
QUS Technology for Diagnosis and Grading of Hepatic Steatosis in NAFLDR01DK106419 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI LOOMBA, ROHIT, SIRLIN, CLAUDE B · 2015 to 2019
$3.4M
San Diego Cirrhosis Clinical Research NetworkU01DK130190 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ROHIT LOOMBA · 2021 to 2026
$2.3M
Non-invasive screening of diabetics for advanced fibrosis due to NAFLDR01DK124318 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI LOOMBA, ROHIT · 2020 to 2022
$1.7M
NCATS NIH HHS UL1 TR001442NHLBI NIH HHS P01 HL147835NIAAA NIH HHS U01 AA029019NIDDK NIH HHS P30 DK120515NIDDK NIH HHS R01 DK106419NIDDK NIH HHS R01 DK121378NIDDK NIH HHS R01 DK124318NIDDK NIH HHS U01 DK061734NIDDK NIH HHS U01 DK130190NIEHS NIH HHS P42 ES010337
6 · The paper itself

Abstract

backgroundEmerging data suggest that statins, aspirin and metformin may protect against hepatocellular carcinoma (HCC) development. However, prior meta-analyses were limited by heterogeneity and inclusion of studies without adequate adjustment for baseline risks.

aimTo examine by an updated meta-analysis the association between these medications and HCC risk.

methodsMedline and Embase databases were searched from inception to March 2022 for studies that balanced baseline risks between study groups via propensity score matching or inverse probability of treatment weighting, that reported the impact of statins, aspirin or metformin on HCC risk. Multivariable-adjusted hazard ratios (HRs) for HCC were pooled using a random effects model.

resultsStatin use was associated with reduced HCC risk overall (HR: 0.52; 95% CI: 0.37-0.72) (10 studies, 1,774,476), and in subgroup analyses for cirrhosis, hepatitis B/C, non-alcoholic fatty liver disease, studies accounting for concurrent aspirin and metformin consumption and lipophilic statins. Aspirin use was associated with reduced HCC risk overall (HR: 0.48; 95% CI: 0.27-0.87) (11 studies, 2,190,285 patients) but not in studies accounting for concurrent statin and metformin use. Metformin use was not associated with reduced HCC risk overall (HR: 0.57; 95% CI: 0.31-1.06) (3 studies, 125,458 patients). Most analyses had moderate/substantial heterogeneity, except in follow-up <60 months for aspirin (I

conclusionAlthough statin and aspirin use were associated with reduced HCC risk, only statin use was significant in subgroup analyses accounting for concurrent medications. Metformin use was not associated with reduced HCC risk. These data have implications for future clinical trial design.

Indexed as

Carcinoma, HepatocellularHydroxymethylglutaryl-CoA Reductase InhibitorsLiver NeoplasmsMetforminAspirinChemopreventionHumansAspirinHydroxymethylglutaryl-CoA Reductase InhibitorsMetforminhepatomaincidenceliver cancerprevention

Identifiers

PMID36625733
PMCPMC10792521
OpenAlexW4313987294

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.