Evidence mapPaperPMID 40817987Full record

ArticleDiscover oncology2025

Bidirectional Mendelian randomization analysis and systematic meta-analysis of causal relationships between hepatocellular carcinoma and non-alcoholic fatty liver disease.

Tielong Zhao, Yanglieguang Lou

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Article in Discover oncology, 2025. 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

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Tielong ZhaoDepartment of Hepatobiliary Surgery, Affiliated Hospital of Shaoxing University, Shaoxing, 312000, China.
Yanglieguang LouDepartment of Hepatobiliary Surgery, Affiliated Hospital of Shaoxing University, Shaoxing, 312000, China. louyanglieguang@163.com.

Funding

Shaoxing Municipal Health Science and Technology Plan Project 2023SKY086
6 · The paper itself

Abstract

backgroundThe causal relationships between hepatocellular carcinoma (HCC) and non-alcoholic fatty liver disease (NAFLD) remain unclear. This study investigated bidirectional causality between HCC and NAFLD using Mendelian randomization, and evaluated liver-related mortality risk in NAFLD patients through meta-analysis.

methodsWe performed bidirectional two-sample Mendelian randomization using genome-wide association study data (775 HCC cases, 1,332 controls; 8,434 NAFLD cases, 770,180 controls). Multiple analytical methods included inverse variance weighted, MR-Egger, and weighted median approaches. Meta-analysis included 8 studies with 577,921 participants examining liver-related mortality in NAFLD versus non-NAFLD populations.

resultsMendelian randomization analysis revealed no significant causal relationships between HCC and NAFLD in either direction, with effect estimates consistently clustering around zero across all methods. Meta-analysis demonstrated significantly increased liver-related mortality risk in NAFLD patients (HR = 3.99, 95% CI: 2.11-7.55, P < 0.0001) with substantial heterogeneity (I² = 92.9%).

conclusionThis study provides evidence against strong bidirectional causal relationships between genetic predisposition to HCC and NAFLD. However, NAFLD patients show a four-fold increased risk of liver-related mortality, highlighting the clinical importance of NAFLD as a predictor of adverse liver outcomes.

Indexed as

Hepatocellular carcinomaLiver-related mortalityMendelian randomizationMeta-analysisNon-alcoholic fatty liver disease

Identifiers

PMID40817987
PMCPMC12357818

What Socratic holds

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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 Socratic graph.