Exploring the Complex Relationship between Gut Microbiota and Risk of Colorectal Neoplasia Using Bidirectional Mendelian Randomization Analysis

Author:

Li Wanxin1ORCID,Zhou Xuan1ORCID,Yuan Shuai12ORCID,Wang Lijuan1ORCID,Yu Lili1ORCID,Sun Jing1ORCID,Chen Jie1ORCID,Xiao Qian3ORCID,Wan Zhongxiao4ORCID,Zheng Ju-Sheng5ORCID,Zhang Cai-Xia6ORCID,Larsson Susanna C.27ORCID,Farrington Susan M.89ORCID,Law Philip10ORCID,Houlston Richard S.10ORCID,Tomlinson Ian9ORCID,Ding Ke-Feng3ORCID,Dunlop Malcolm G.8911ORCID,Theodoratou Evropi812ORCID,Li Xue1813ORCID

Affiliation:

1. 1Department of Big Data in Health Science School of Public Health, Centre of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.

2. 2Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.

3. 3Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.

4. 4Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China.

5. 5Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, China.

6. 6Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, China.

7. 7Unit of Medical Epidemiology, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden.

8. 8Colon Cancer Genetics Group, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom.

9. 9Cancer Research UK Edinburgh Cancer Research Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom.

10. 10Division of Genetics and Epidemiology, The Institute of Cancer Research, London, United Kingdom.

11. 11MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom.

12. 12Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, United Kingdom.

13. 13The Key Laboratory of Intelligent Preventive Medicine of Zhejiang Province, Hangzhou, China.

Abstract

Abstract Background: Human gut microbiome has complex relationships with the host, contributing to metabolism, immunity, and carcinogenesis. Methods: Summary-level data for gut microbiota and metabolites were obtained from MiBioGen, FINRISK and human metabolome consortia. Summary-level data for colorectal cancer were derived from a genome-wide association study meta-analysis. In forward Mendelian randomization (MR), we employed genetic instrumental variables (IV) for 24 gut microbiota taxa and six bacterial metabolites to examine their causal relationship with colorectal cancer. We also used a lenient threshold for nine apriori gut microbiota taxa as secondary analyses. In reverse MR, we explored association between genetic liability to colorectal neoplasia and abundance of microbiota studied above using 95, 19, and 7 IVs for colorectal cancer, adenoma, and polyps, respectively. Results: Forward MR did not find evidence indicating causal relationship between any of the gut microbiota taxa or six bacterial metabolites tested and colorectal cancer risk. However, reverse MR supported genetic liability to colorectal adenomas was causally related with increased abundance of two taxa: Gammaproteobacteria (β = 0.027, which represents a 0.027 increase in log-transformed relative abundance values of Gammaproteobacteria for per one-unit increase in log OR of adenoma risk; P = 7.06×10−8), Enterobacteriaceae (β = 0.023, P = 1.29×10−5). Conclusions: We find genetic liability to colorectal neoplasia may be associated with abundance of certain microbiota taxa. It is more likely that subset of colorectal cancer genetic liability variants changes gut biology by influencing both gut microbiota and colorectal cancer risk. Impact: This study highlights the need of future complementary studies to explore causal mechanisms linking both host genetic variation with gut microbiome and colorectal cancer susceptibility.

Funder

Cancer Research UK

Hjärt-Lungfonden

Vetenskapsrådet

Cancerfonden

Science Fund for Distinguished Young Scholars of Zhejiang Province

Publisher

American Association for Cancer Research (AACR)

Subject

Oncology,Epidemiology

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