Gut microbiota and risk of five common cancers: A univariable and multivariable Mendelian randomization study

被引:46
|
作者
Wei, Zixin [1 ]
Yang, Biying [2 ,3 ]
Tang, Tiantian [1 ]
Xiao, Zijing [4 ]
Ye, Fengzhan [1 ]
Li, Xiaoyu [5 ]
Wu, Shangbin [6 ]
Huang, Jin-gang [7 ]
Jiang, Shanping [1 ]
机构
[1] Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Dept Pulm & Crit Care Med, Guangzhou, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Dept Neurol, Guangzhou, Guangdong, Peoples R China
[3] Guangzhou Univ Chinese Med, Guangdong Prov Hosp Chinese Med, Affiliated Hosp 2, Dept Neurol, Guangzhou, Guangdong, Peoples R China
[4] Guangzhou Med Univ, Guangzhou, Guangdong, Peoples R China
[5] Southern Med Univ, Nanfang Hosp, Dept Pediat, Guangzhou, Guangdong, Peoples R China
[6] Guangzhou Univ Chinese Med, Guangdong Prov Hosp Chinese Med, Affiliated Hosp 2, Dept Pediat, Guangzhou, Guangdong, Peoples R China
[7] Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Med Res Ctr, Guangzhou, Guangdong, Peoples R China
来源
CANCER MEDICINE | 2023年 / 12卷 / 09期
基金
中国国家自然科学基金;
关键词
cancer; causality; gut microbiota; Mendelian randomization; BREAST-CANCER; SUSCEPTIBILITY LOCI; ROBUST; IDENTIFICATION; INFERENCE; VARIANTS; OBESITY;
D O I
10.1002/cam4.5772
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Previous studies have linked gut microbiota with cancer etiology, but the associations for specific gut microbiota are causal or owing to bias remain to be elucidated.Methods: We performed a two-sample Mendelian randomization (MR) analysis to assess the causal effect of gut microbiota on cancer risk. Five common cancers, including breast, endometrial, lung, ovarian, and prostate cancer as well as their subtypes (sample sizes ranging from 27,209 to 228,951) were included as the outcomes. Genetic information for gut microbiota was obtained from a genome-wide association study (GWAS) comprising 18,340 participants. In univariable MR (UVMR) analysis, the inverse variance weighted (IVW) method was conducted as the primary method, with the robust adjusted profile scores, weighted median, and MR Egger used as supplementary methods for causal inference. Sensitivity analyses including the Cochran Q test, Egger intercept test, and leave-one-out analysis were performed to verify the robustness of the MR results. Multivariable MR (MVMR) was performed to evaluate the direct causal effects of gut microbiota on the risk of cancers.Results: UVMR detected a higher abundance of genus Sellimonas predicted a higher risk of estrogen receptor-positive breast cancer (OR = 1.09, 95% CI 1.05-1.14, p = 2.01 x 10(-5)), and a higher abundance of class Alphaproteobacteria was associated with a lower risk of prostate cancer (OR = 0.84, 95% CI 0.75-0.93, p = 1.11 x 10(-3)). Sensitivity analysis found little evidence of bias in the current study. MVMR further confirmed that genus Sellimonas exerted a direct effect on breast cancer, while the effect of class Alphaproteobacteria on prostate cancer was driven by the common risk factors of prostate cancer.Conclusion: Our study implies the involvement of gut microbiota in cancer development, which provides a novel potential target for cancer screening and prevention, and might have an implication for future functional analysis.
引用
收藏
页码:10393 / 10405
页数:13
相关论文
共 50 条
  • [1] Univariable and multivariable Mendelian randomization study identified the key role of gut microbiota in immunotherapeutic toxicity
    Liu, Baike
    Liu, Zheran
    Jiang, Tianxiang
    Gu, Xiangshuai
    Yin, Xiaonan
    Cai, Zhaolun
    Zou, Xiaoqiao
    Dai, Lei
    Zhang, Bo
    EUROPEAN JOURNAL OF MEDICAL RESEARCH, 2024, 29 (01)
  • [2] Univariable and multivariable Mendelian randomization study identified the key role of gut microbiota in immunotherapeutic toxicity
    Baike Liu
    Zheran Liu
    Tianxiang Jiang
    Xiangshuai Gu
    Xiaonan Yin
    Zhaolun Cai
    Xiaoqiao Zou
    Lei Dai
    Bo Zhang
    European Journal of Medical Research, 29
  • [3] Investigating causal associations among gut microbiota, metabolites and autoimmune hypothyroidism: a univariable and multivariable Mendelian randomization study
    Liu, Xue
    Yuan, Jie
    Liu, Shuai
    Tang, Mulin
    Meng, Xue
    Wang, Xinhui
    Li, Yuchen
    Chai, Yuwei
    Kou, Chunjia
    Yang, Qingqing
    Li, Juyi
    Zhang, Li
    Guan, Qingbo
    Zhang, Haiqing
    FRONTIERS IN IMMUNOLOGY, 2024, 14
  • [4] Mood instability and risk of gastrointestinal diseases - a univariable and multivariable mendelian randomization study
    Liu, Rui-lin
    Song, Qing-chun
    Liu, Li-ming
    Yang, Yi-feng
    Zhu, Wei-hong
    ANNALS OF GENERAL PSYCHIATRY, 2024, 23 (01)
  • [5] Univariable and multivariable mendelian randomization study revealed the modifiable risk factors of urolithiasis
    Fang, Hailin
    Deng, Jiwang
    Chen, Qingjiang
    Chen, Dong
    Diao, Pengfei
    Peng, Lian
    Lai, Bin
    Zeng, Yongmao
    Han, Yuefu
    PLOS ONE, 2023, 18 (08):
  • [6] The role of digital device use on the risk of migraine: a univariable and multivariable Mendelian randomization study
    He, Zongqing
    Qiu, Fan
    Yang, Jing
    Zhao, Min
    FRONTIERS IN NEUROLOGY, 2024, 15
  • [7] Inflammatory bowel disease and risk of autoimmune hepatitis: A univariable and multivariable Mendelian randomization study
    Chi, Gang
    Pei, Jinhong
    Li, Xueqing
    PLOS ONE, 2024, 19 (06):
  • [8] Causal effects of sedentary behaviours on the risk of migraine: A univariable and multivariable Mendelian randomization study
    Li, Peihong
    Li, Jiaxin
    Zhu, Haoyue
    Sheng, Dandan
    Xiao, Zheng
    Liu, Weiping
    Xiao, Bo
    Zhou, Luo
    EUROPEAN JOURNAL OF PAIN, 2024, 28 (09) : 1585 - 1595
  • [9] Body composition and risk of gestational diabetes mellitus: A univariable and multivariable Mendelian randomization study
    Gao, Yuan
    Zhou, Min
    Xu, Xuan
    Ma, Jun Yang
    Qin, Man Fen
    JOURNAL OF DIABETES INVESTIGATION, 2024, 15 (03) : 346 - 354
  • [10] Genetics of mood instability and risk of cardiovascular diseases: A univariable and multivariable Mendelian randomization study
    Chen, Miao
    Wang, Zhen
    Xu, Hongfei
    Li, Weidong
    Teng, Peng
    Ma, Liang
    JOURNAL OF AFFECTIVE DISORDERS, 2024, 347 : 406 - 413