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Evaluating the Impact of Putative Metformin Targets on Cancer Outcomes: A Drug-Target Mendelian Randomization Study

  • Xingyu Shen
  • , Shan Luo
  • , Jie Zheng
  • , Celine Sze Ling Chui
  • , Ian Chi Kei Wong
  • , Eric Yuk Fai Wan
  • , Catherine Mary Schooling
  • , Shiu Lun Au Yeung

Research output: Contribution to journalArticlepeer-review

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Abstract

Aims: Observational studies show metformin use associated with lower cancer risk, although experimental evidence is inconsistent. To provide genetic validation for repositioning of metformin in cancer prevention, we assessed genetically proxied effects of putative metformin targets on cancer outcomes using a drug-target Mendelian randomization (MR) design. Materials and Methods: We identified genetic proxies of 11 metformin targets (PRKAA1, PRKAA2, PRKAB1, PRKAB2, PRKAG1, PRKAG2, PRKAG3, ETFDH, GPD1, SLC47A1 and ACACB) based on their associations with tissue-specific gene expression, overall/sex-specific HbA1c and type 2 diabetes. We then evaluated genetically proxied effects of these targets on five major cancers using MR. We also employed a conventional MR design to assess the relationship of HbA1c with cancer using the inverse variance method, with sensitivity analyses. Associations were corrected for multiple comparisons using false discovery rates. Results: We identified two genetic proxies of putative metformin targets (PRKAG1 and GPD1) as valid instrumental variables (F statistics > 10). PRKAG1 was associated with a reduced risk of colorectal cancer (OR: 0.74 per mmol/mol reduction in overall HbA1c, 95% CI: 0.63–0.87; p = 0.001), with consistent findings in sex-specific analysis. This effect was unlikely mediated by HbA1c reduction, as indicated by conventional MR analyses (OR: 1.01 per mmol/mol, 95% CI: 0.99–1.02). No significant association was observed for GPD1 (OR: 1.00, 95% CI: 0.74–1.36; p = 0.98). Conclusions: Metformin may prevent colorectal cancer via the AMPKγ1 (PRKAG1) target based on genetic evidence, supporting the evaluation of metformin use in colorectal cancer prevention using randomised controlled trials.

Original languageEnglish
Pages (from-to)4091-4099
Number of pages9
JournalDiabetes, Obesity and Metabolism
Volume28
Issue number5
Early online date27 Feb 2026
DOIs
Publication statusPublished - 1 May 2026

Bibliographical note

Copyright © 2026 The Author(s). Diabetes, Obesity and Metabolism published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

Funding

This study is funded by Seed Fund for Basic Research for New Staff 2022/23 to S.L. (2201102266), The University of Hong Kong. The funder had no role in the design, analyses, interpretation of results or writing of the paper.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • cancer
  • genome-wide association study (GWAS)
  • Mendelian randomization
  • metformin
  • reposition

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