Combined effects of host genetics and diet on human gut microbiota and incident disease in a single population cohort

被引:314
作者
Qin, Youwen [1 ,2 ]
Havulinna, Aki S. [3 ,4 ]
Liu, Yang [1 ,5 ]
Jousilahti, Pekka [3 ]
Ritchie, Scott C. [1 ,6 ,7 ]
Tokolyi, Alex [8 ]
Sanders, Jon G. [9 ,10 ]
Valsta, Liisa [3 ]
Brozynska, Marta [1 ]
Zhu, Qiyun [11 ]
Tripathi, Anupriya [11 ,12 ]
Vazquez-Baeza, Yoshiki [13 ,14 ]
Loomba, Rohit [15 ]
Cheng, Susan [16 ]
Jain, Mohit [11 ,13 ]
Niiranen, Teemu [3 ,17 ,18 ]
Lahti, Leo [19 ]
Knight, Rob [11 ,13 ,14 ]
Salomaa, Veikko [3 ]
Inouye, Michael [1 ,2 ,6 ,7 ,20 ,21 ,22 ,23 ]
Meric, Guillaume [1 ,24 ]
机构
[1] Baker Heart & Diabet Inst, Cambridge Baker Syst Genom Initiat, Melbourne, Vic, Australia
[2] Univ Melbourne, Sch BioSci, Melbourne, Vic, Australia
[3] Finnish Inst Hlth & Welf, Dept Publ Hlth & Welf, Helsinki, Finland
[4] FIMM HiLIFE, Inst Mol Med Finland, Helsinki, Finland
[5] Univ Melbourne, Melbourne Med Sch, Dept Clin Pathol, Melbourne, Vic, Australia
[6] Univ Cambridge, Dept Publ Hlth & Primary Care, Cambridge Baker Syst Genom Initiat, Cambridge, England
[7] Univ Cambridge, British Heart Fdn Ctr Res Excellence, Cambridge, England
[8] Wellcome Genome Campus, Wellcome Sanger Inst, Hinxton, England
[9] Cornell Univ, Dept Ecol & Evolutionary Biol, Ithaca, NY USA
[10] Cornell Univ, Cornell Inst Host Microbe Interact & Dis, Ithaca, NY USA
[11] Univ Calif San Diego, Sch Med, Dept Pediat, La Jolla, CA 92093 USA
[12] Univ Calif San Diego, Div Biol Sci, La Jolla, CA 92093 USA
[13] Univ Calif San Diego, Ctr Microbiome Innovat, La Jolla, CA 92093 USA
[14] Univ Calif San Diego, Dept Comp Sci & Engn, Jacobs Sch Engn, La Jolla, CA 92093 USA
[15] Univ Calif San Diego, Dept Med, NAFLD Res Ctr, La Jolla, CA 92093 USA
[16] Cedars Sinai Med Ctr, Smidt Heart Inst, Los Angeles, CA 90048 USA
[17] Turku Univ Hosp, Dept Med, Turku, Finland
[18] Univ Turku, Turku, Finland
[19] Univ Turku, Dept Comp, Turku, Finland
[20] Univ Cambridge, British Heart Fdn Cardiovasc Epidemiol Unit, Dept Publ Hlth & Primary Care, Cambridge, England
[21] Wellcome Genome Campus, Hlth Data Res UK Cambridge, Cambridge, England
[22] Univ Cambridge, Cambridge, England
[23] Alan Turing Inst, London, England
[24] Monash Univ, Cent Clin Sch, Dept Infect Dis, Melbourne, Vic, Australia
基金
欧盟地平线“2020”; 英国医学研究理事会; 芬兰科学院; 英国工程与自然科学研究理事会; 英国经济与社会研究理事会;
关键词
GENOME-WIDE ASSOCIATION; FUNCTIONAL REDUNDANCY; LACTASE PERSISTENCE; MAJOR DEPRESSION; BLOOD-TYPE; LACTOSE; COMPLEX; ABO; AGE; METAGENOMICS;
D O I
10.1038/s41588-021-00991-z
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Genome-wide association analysis of gut microbial taxa in a single homogenous population-based cohort of 5,959 Finnish individuals identifies 567 independent SNP-taxon associations, including strong associations with LCT, ABO and MED13L. Human genetic variation affects the gut microbiota through a complex combination of environmental and host factors. Here we characterize genetic variations associated with microbial abundances in a single large-scale population-based cohort of 5,959 genotyped individuals with matched gut microbial metagenomes, and dietary and health records (prevalent and follow-up). We identified 567 independent SNP-taxon associations. Variants at the LCT locus associated with Bifidobacterium and other taxa, but they differed according to dairy intake. Furthermore, levels of Faecalicatena lactaris associated with ABO, and suggested preferential utilization of secreted blood antigens as energy source in the gut. Enterococcus faecalis levels associated with variants in the MED13L locus, which has been linked to colorectal cancer. Mendelian randomization analysis indicated a potential causal effect of Morganella on major depressive disorder, consistent with observational incident disease analysis. Overall, we identify and characterize the intricate nature of host-microbiota interactions and their association with disease.
引用
收藏
页码:134 / +
页数:25
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