Mendelian randomization suggests a causal relationship between gut microbiota and nonalcoholic fatty liver disease in humans

被引:1
作者
Dai, Xiangyi [1 ,2 ]
Jiang, Kaiping [1 ,2 ]
Ma, Xiaojun [1 ,2 ]
Hu, Hongtao [1 ,2 ]
Mo, Xiaoai [1 ,2 ]
Huang, Kaizhou [1 ,2 ]
Jiang, Qunfang [1 ,2 ]
Chen, Ying [1 ,2 ]
Liu, Chonglin [1 ,2 ]
机构
[1] Guangzhou Univ Chinese Med, Clin Coll 8, 6 Qinren Rd, Foshan 528051, Peoples R China
[2] Foshan Hosp Tradit Chinese Med, Dept Hepatol, Foshan, Peoples R China
关键词
genetics; gut microbiota; Mendelian randomization; nonalcoholic fatty liver disease; SNPs;
D O I
10.1097/MD.0000000000037478
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Targeting the gut microbiota is an emerging strategy to treat nonalcoholic fatty liver disease (NAFLD). Nonetheless, the causal relationship between specific gut microbiota and NAFLD remains unclear. We first obtained genome-wide association study statistics on gut microbiota and NAFLD from publicly available databases. We then performed the Mendelian randomization (MR) analysis to determine the potential causal relationship between the gut microbiota and NAFLD by 5 different methods, and conducted a series of sensitivity analyses to validate the robustness of the MR analysis results. Furthermore, we investigated the direction of causality by bidirectional MR analysis. For 211 gut microbiota, 2 MR methods confirmed that phylum Tenericutes, class Deltaproteobacteria and class Mollicutes were significantly associated with the risk of NAFLD. Heterogeneity (P > .05) and pleiotropy (P > .05) analyses validated the robustness of the MR results. There was no causal effect of NAFLD on these bacterial taxa in the reverse MR analysis. We identified specific gut microbiota with causal effects on NAFLD through gene prediction, which may provide useful guidance for targeting the gut microbiota to intervene and treat NAFLD.
引用
收藏
页数:7
相关论文
共 47 条
  • [1] Imaging biomarkers of NAFLD, NASH, and fibrosis
    Ajmera, Veeral
    Loomba, Rohit
    [J]. MOLECULAR METABOLISM, 2020, 50
  • [2] The gut-liver axis in liver disease: Pathophysiological basis for therapy
    Albillos, Agustin
    de Gottardi, Andrea
    Rescigno, Maria
    [J]. JOURNAL OF HEPATOLOGY, 2020, 72 (03) : 558 - 577
  • [3] Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator
    Bowden, Jack
    Smith, George Davey
    Haycock, Philip C.
    Burgess, Stephen
    [J]. GENETIC EPIDEMIOLOGY, 2016, 40 (04) : 304 - 314
  • [4] Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression
    Bowden, Jack
    Smith, George Davey
    Burgess, Stephen
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 (02) : 512 - 525
  • [5] Gut microbiota and major depressive disorder: A bidirectional Mendelian randomization
    Chen, Min
    Xie, Chao-Rong
    Shi, Yun-Zhou
    Tang, Tai-Chun
    Zheng, Hui
    [J]. JOURNAL OF AFFECTIVE DISORDERS, 2022, 316 : 187 - 193
  • [6] Mendelian randomization: genetic anchors for causal inference in epidemiological studies
    Davey Smith, George
    Hemani, Gibran
    [J]. HUMAN MOLECULAR GENETICS, 2014, 23 : R89 - R98
  • [7] Mendelian Randomization
    Emdin, Connor A.
    Khera, Amit V.
    Kathiresan, Sekar
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2017, 318 (19): : 1925 - 1926
  • [8] Gut dysbiosis in nonalcoholic fatty liver disease: pathogenesis, diagnosis, and therapeutic implications
    Fang, Jie
    Yu, Chen-Huan
    Li, Xue-Jian
    Yao, Jin-Mei
    Fang, Zheng-Yu
    Yoon, Soo-Hyun
    Yu, Wen-Ying
    [J]. FRONTIERS IN CELLULAR AND INFECTION MICROBIOLOGY, 2022, 12
  • [9] Robust inference in summary data Mendelian randomization via the zero modal pleiotropy assumption
    Hartwig, Fernando Pires
    Smith, George Davey
    Bowden, Jack
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2017, 46 (06) : 1985 - 1998
  • [10] Gut Microbiome-Mediated Alteration of Immunity, Inflammation, and Metabolism Involved in the Regulation of Non-alcoholic Fatty Liver Disease
    He, Li-Hong
    Yao, Dun-Han
    Wang, Ling-Yun
    Zhang, Lei
    Bai, Xue-Li
    [J]. FRONTIERS IN MICROBIOLOGY, 2021, 12