Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Oncol.

Sec. Gastrointestinal Cancers: Hepato Pancreatic Biliary Cancers

Volume 15 - 2025 | doi: 10.3389/fonc.2025.1680865

This article is part of the Research TopicIntrahepatic Cholangiocarcinoma: Emerging Insights from Pathobiology to Clinical Translation – Innovative Strategies, Challenges, and OpportunitiesView all 10 articles

Genetically Instrumented Circulating Metabolites and Hepatobiliary Cancer Risk: A Multi-tiered Mendelian Randomization and Functional Interrogation

Provisionally accepted
Lin  TuoLin Tuo1,2,3*Li Ting  YanLi Ting Yan3Ying  LiuYing Liu3Shu  Qiang WangShu Qiang Wang3Xiang  AnXiang An4*
  • 1Chongqing Medical University, Chongqing, China
  • 2Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chinese Academy of Sciences, Sichuan Translational Medicine Research Hospital,, Chengdu, China
  • 3Department of Infectious Disease, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
  • 4Sichuan Academy of Medical Sciences and Sichuan People's Hospital, Chengdu, China

The final, formatted version of the article will be published soon.

Hepatobiliary malignancies — including hepatocellular carcinoma and cholangiocarcinoma — are major causes of cancer-related mortality worldwide, yet their regulatory pathways remain incompletely defined. This study employed a two-sample Mendelian randomization (MR) approach to systematically investigate causal relationships between 1,400 serum metabolites and hepatobiliary cancer risk. Through stringent quality control (all SNPs with F-statistics >10) and sensitivity analyses (MR-Egger regression, weighted median method, and MR-PRESSO), we identified 10 candidate metabolites, among which meta-analysis confirmed three metabolites with robust associations: risk-increasing dimethylarginine (SDMA+ADMA) and 4-hydroxyhippurate, along with protective 3-hydroxyisobutyrate. Multivariable MR analysis validated the independent effects of 4-hydroxyhippurate and 3-hydroxyisobutyrate. In vitro functional experiments demonstrated that 4-hydroxyhippurate promoted whereas 3-hydroxyisobutyrate inhibited hepatocellular carcinoma cell proliferation. These findings advance understanding of metabolic dysregulation in hepatobiliary malignancies and nominate candidate diagnostic biomarkers and therapeutic targets, providing translationally relevant hypotheses for precision medicine.

Keywords: Hepatobiliary malignancies, circulating metabolites, Cholangiocarcinoma, Multivariable Mendelian Randomization Analysis, causal relationship, Cell function experiments

Received: 06 Aug 2025; Accepted: 13 Oct 2025.

Copyright: © 2025 Tuo, Yan, Liu, Wang and An. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Lin Tuo, tlwill@126.com
Xiang An, 253471147@qq.com

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.