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

Abstract

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 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 0.99–1.02). No significant association was observed for GPD1 (OR: 1.00, 95 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.

Publication DOI: https://doi.org/10.1111/dom.70598
Divisions: College of Health & Life Sciences > Aston Pharmacy School
College of Health & Life Sciences
Aston University (General)
Funding Information: 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.
Additional Information: 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.
Uncontrolled Keywords: cancer,genome-wide association study (GWAS),Mendelian randomization,metformin,reposition
Publication ISSN: 1463-1326
Last Modified: 19 Mar 2026 17:01
Date Deposited: 18 Mar 2026 18:07
Full Text Link:
Related URLs: https://dom-pub ... .1111/dom.70598 (Publisher URL)
PURE Output Type: Article
Published Date: 2026-02-27
Published Online Date: 2026-02-27
Accepted Date: 2026-02-15
Authors: Shen, Xingyu
Luo, Shan
Zheng, Jie
Chui, Celine Sze Ling
Wong, Ian Chi Kei (ORCID Profile 0000-0001-8242-0014)
Wan, Eric Yuk Fai
Schooling, Catherine Mary
Au Yeung, Shiu Lun

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