Application of Mendelian randomization to explore the causal role of the human gut microbiome in colorectal cancer

Charlie Hatcher, George Richenberg, Samuel Waterson, Long H. Nguyen, Amit D. Joshi, Robert Carreras-Torres, Victor Moreno, Andrew T. Chan, Marc Gunter, Yi Lin, Conghui Qu, Mingyang Song, Graham Casey, Jane C. Figueiredo, Stephen B. Gruber, Jochen Hampe, Heather Hampel, Mark A. Jenkins, Temitope O. Keku, Ulrike PetersCatherine M. Tangen, Anna H. Wu, David A. Hughes, Malte C. Rühlemann, Jeroen Raes, Nicholas J. Timpson, Kaitlin H. Wade*

*Corresponding author for this work

Research output: Contribution to journalArticle (Academic Journal)peer-review

10 Citations (Scopus)

Abstract

The role of the human gut microbiome in colorectal cancer (CRC) is unclear as most studies on the topic are unable to discern correlation from causation. We apply two-sample Mendelian randomization (MR) to estimate the causal relationship between the gut microbiome and CRC. We used summary-level data from independent genome-wide association studies to estimate the causal effect of 14 microbial traits (n = 3890 individuals) on overall CRC (55,168 cases, 65,160 controls) and site-specific CRC risk, conducting several sensitivity analyses to understand the nature of results. Initial MR analysis suggested that a higher abundance of Bifidobacterium and presence of an unclassified group of bacteria within the Bacteroidales order in the gut increased overall and site-specific CRC risk. However, sensitivity analyses suggested that instruments used to estimate relationships were likely complex and involved in many potential horizontal pleiotropic pathways, demonstrating that caution is needed when interpreting MR analyses with gut microbiome exposures. In assessing reverse causality, we did not find strong evidence that CRC causally affected these microbial traits. Whilst our study initially identified potential causal roles for two microbial traits in CRC, importantly, further exploration of these relationships highlighted that these were unlikely to reflect causality.

Original languageEnglish
Article number5968
JournalScientific Reports
Volume13
Issue number1
DOIs
Publication statusPublished - Dec 2023

Bibliographical note

Funding Information:
KHW and CH are supported by Cancer Research UK [grant number RCCPDF\100007]. GR is supported by Cancer Research UK [grant number C18281/A29019]. RCT is supported by the Horizon 2020 Framework Programme of the European Union under the Marie Sklodowska-Curie grant agreement No 796216, and by the Instituto de Salud Carlos III through the Miguel Servet Program CP21/00058. JR is funded by KU Leuven, VIB and the Rega Institute. NJT is a Wellcome Trust Investigator (202802/Z/16/Z), is the PI of the Avon Longitudinal Study of Parents and Children (MRC & WT 217065/Z/19/Z), is supported by the University of Bristol NIHR Biomedical Research Centre (BRC-1215-2001), the MRC Integrative Epidemiology Unit (MC_UU_00011/1) and works within the CRUK Integrative Cancer Epidemiology Programme (C18281/A29019). For full funding information for all studies involved, please see the Supplementary Material.

Publisher Copyright:
© 2023, The Author(s).

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