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

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 dat...

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Autores principales: Hatcher, Charlie, Richenberg, George, Waterson, Samuel, Nguyen, Long H., Joshi, Amit D., Carreras-Torres, Robert, Moreno, Victor, Chan, Andrew T., Gunter, Marc, Lin, Yi, Qu, Conghui, Song, Mingyang, Casey, Graham, Figueiredo, Jane C., Gruber, Stephen B., Hampe, Jochen, Hampel, Heather, Jenkins, Mark A., Keku, Temitope O., Peters, Ulrike, Tangen, Catherine M., Wu, Anna H., Hughes, David A., Rühlemann, Malte C., Raes, Jeroen, Timpson, Nicholas J., Wade, Kaitlin H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10097673/
https://www.ncbi.nlm.nih.gov/pubmed/37045850
http://dx.doi.org/10.1038/s41598-023-31840-0
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author Hatcher, Charlie
Richenberg, George
Waterson, Samuel
Nguyen, Long H.
Joshi, Amit D.
Carreras-Torres, Robert
Moreno, Victor
Chan, Andrew T.
Gunter, Marc
Lin, Yi
Qu, Conghui
Song, Mingyang
Casey, Graham
Figueiredo, Jane C.
Gruber, Stephen B.
Hampe, Jochen
Hampel, Heather
Jenkins, Mark A.
Keku, Temitope O.
Peters, Ulrike
Tangen, Catherine M.
Wu, Anna H.
Hughes, David A.
Rühlemann, Malte C.
Raes, Jeroen
Timpson, Nicholas J.
Wade, Kaitlin H.
author_facet Hatcher, Charlie
Richenberg, George
Waterson, Samuel
Nguyen, Long H.
Joshi, Amit D.
Carreras-Torres, Robert
Moreno, Victor
Chan, Andrew T.
Gunter, Marc
Lin, Yi
Qu, Conghui
Song, Mingyang
Casey, Graham
Figueiredo, Jane C.
Gruber, Stephen B.
Hampe, Jochen
Hampel, Heather
Jenkins, Mark A.
Keku, Temitope O.
Peters, Ulrike
Tangen, Catherine M.
Wu, Anna H.
Hughes, David A.
Rühlemann, Malte C.
Raes, Jeroen
Timpson, Nicholas J.
Wade, Kaitlin H.
author_sort Hatcher, Charlie
collection PubMed
description 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.
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spelling pubmed-100976732023-04-14 Application of Mendelian randomization to explore the causal role of the human gut microbiome in colorectal cancer Hatcher, Charlie Richenberg, George Waterson, Samuel Nguyen, Long H. Joshi, Amit D. Carreras-Torres, Robert Moreno, Victor Chan, Andrew T. Gunter, Marc Lin, Yi Qu, Conghui Song, Mingyang Casey, Graham Figueiredo, Jane C. Gruber, Stephen B. Hampe, Jochen Hampel, Heather Jenkins, Mark A. Keku, Temitope O. Peters, Ulrike Tangen, Catherine M. Wu, Anna H. Hughes, David A. Rühlemann, Malte C. Raes, Jeroen Timpson, Nicholas J. Wade, Kaitlin H. Sci Rep Article 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. Nature Publishing Group UK 2023-04-12 /pmc/articles/PMC10097673/ /pubmed/37045850 http://dx.doi.org/10.1038/s41598-023-31840-0 Text en © The Author(s) 2023, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Hatcher, Charlie
Richenberg, George
Waterson, Samuel
Nguyen, Long H.
Joshi, Amit D.
Carreras-Torres, Robert
Moreno, Victor
Chan, Andrew T.
Gunter, Marc
Lin, Yi
Qu, Conghui
Song, Mingyang
Casey, Graham
Figueiredo, Jane C.
Gruber, Stephen B.
Hampe, Jochen
Hampel, Heather
Jenkins, Mark A.
Keku, Temitope O.
Peters, Ulrike
Tangen, Catherine M.
Wu, Anna H.
Hughes, David A.
Rühlemann, Malte C.
Raes, Jeroen
Timpson, Nicholas J.
Wade, Kaitlin H.
Application of Mendelian randomization to explore the causal role of the human gut microbiome in colorectal cancer
title Application of Mendelian randomization to explore the causal role of the human gut microbiome in colorectal cancer
title_full Application of Mendelian randomization to explore the causal role of the human gut microbiome in colorectal cancer
title_fullStr Application of Mendelian randomization to explore the causal role of the human gut microbiome in colorectal cancer
title_full_unstemmed Application of Mendelian randomization to explore the causal role of the human gut microbiome in colorectal cancer
title_short Application of Mendelian randomization to explore the causal role of the human gut microbiome in colorectal cancer
title_sort application of mendelian randomization to explore the causal role of the human gut microbiome in colorectal cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10097673/
https://www.ncbi.nlm.nih.gov/pubmed/37045850
http://dx.doi.org/10.1038/s41598-023-31840-0
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