TY - JOUR
T1 - Large-scale association analyses identify host factors influencing human gut microbiome composition
AU - Kurilshikov, Alexander
AU - Medina-Gomez, Carolina
AU - Bacigalupe, Rodrigo
AU - Barkan, Elad
AU - Segal, Eran
AU - Rothschild Bup, Daphna
N1 - Information on cohort funding and acknowledgements is available in the Supplementary Note. We thank J. Senior and K. McIntyre for critically reading the manuscript. Contributions - A.K., A.Z., R. Kraaijr, C.M.-G., L.F. and J.R. conceived and designed the study. A.K., C.M.-G., R.B., D.R. and J.W. were responsible for coordinating and performing meta-analysis. A.D., C.L.R., J.A.R.G., C.T.F., X.L., D.Z. and M.J.B. led the specific downstream analyses and should be considered as shared second authors. Specifically, A.D. performed the PheWAS analysis, C.L.R. and C.T.F. performed the heritability analysis in TwinsUK and NTR cohorts, respectively, and J.A.R.G performed the age-related analysis of the LCT locus. X.L. ran and interpreted the FUMA analysis, and D.Z. ran and interpreted the MR analysis. M.J.B. substantially contributed to the development of the analysis pipeline and protocols. R.K., J.R. and A.Z. jointly supervised the project. A.v.d.G., A.C., H.-J.W., Urmo V., M.J.B., S.S. and L.F. developed the pipeline for the meta-analysis and contributed to the methodology and statistical analysis. K.W. contributed to the PheWAS enrichment analysis. A.K., C.M.-G., R.B., D.R., J.W., A.D., C.L.R., J.A.R.G., C.T.F., X.L., D.Z., M.J.B., M.D.A., S.S., R. Kraaij, J.R. and A.Z. wrote the manuscript, with contributions from all authors. K.A.M., L.J.L. and M.F. collected and managed the CARDIA cohort. A.D.P., J.A.R.G., K.C., L.B. and W.T. collected and managed the GEM cohort. H.B., J.S., J.T., S.A.S. and S.J.S collected and managed the COPSAC study. D.B., O.P., T.H., T.J. and T.H.H. collected and managed the DanFunD study. D.A.H., G.F., J.R., J.W., K.H.W., M.J., N.J.T., R.Y.T., R.B. and S.V.-S. collected, genotyped and managed the FGFP study. C.M.-G., F.R., H.A.M., L.D. and V.W.V.J. collected and managed the Generation R study. H.-N.K., H.S. and H.-L.K. collected and managed the KSCS study. C.W., J.F., A.Z., L.F., S.S. and A.K. collected and managed the LLD cohort. A.J.L., E.O., K.L., M. Laaksok and M.B. collected and managed the METSIM cohort. A.A.M.M., D.M.A.E.J., D.K. and Z.M. collected and managed the MIBS-CO cohort. H.P. and Z.D.W. collected and managed the NGRC cohort. C.T.F., D.I.B., E.J.C.G., G.E.D., G.W. and R.G.I. collected and managed the NTR cohort. D. Rothschild, E.B., E.S. and O.W. collected and managed the PNP cohort. A.A., L.A., M.D.A., S. Walter and X.L. collected and managed the PopCol cohort. A.F., C.B., M.C.R., M. Laudes and W.L. collected and managed the BSPSPC and FOCUS cohorts. A.G.U., C.Mv.D, D. Radjabzadeh and R. Kraaij collected and managed the RS cohort data. F.F., F.U.W., G.H., H.V., M.M.L., S. Weiss and U. Völker collected and managed the SHIP and TREND cohorts. L.Y.M., Q.Q., R. Knight, R.C.K. and R.D.B collected and managed the SOL cohort. C.I.L.R, C.J.S., J.T.B., M.A.J. and T.D.S. collected and managed the TwinsUK cohort. A.A.V. and J.S.-T. contributed to the discussion. All authors approved the final manuscript.
PY - 2021/2
Y1 - 2021/2
N2 - To study the effect of host genetics on gut microbiome composition, the MiBioGen consortium curated and analyzed genome-wide genotypes and 16S fecal microbiome data from 18,340 individuals (24 cohorts). Microbial composition showed high variability across cohorts: only 9 of 410 genera were detected in more than 95% of samples. A genome-wide association study of host genetic variation regarding microbial taxa identified 31 loci affecting the microbiome at a genome-wide significant (P <5 x 10(-8)) threshold. One locus, the lactase (LCT) gene locus, reached study-wide significance (genome-wide association study signal: P = 1.28 x 10(-20)), and it showed an age-dependent association with Bifidobacterium abundance. Other associations were suggestive (1.95 x 10(-10)
AB - To study the effect of host genetics on gut microbiome composition, the MiBioGen consortium curated and analyzed genome-wide genotypes and 16S fecal microbiome data from 18,340 individuals (24 cohorts). Microbial composition showed high variability across cohorts: only 9 of 410 genera were detected in more than 95% of samples. A genome-wide association study of host genetic variation regarding microbial taxa identified 31 loci affecting the microbiome at a genome-wide significant (P <5 x 10(-8)) threshold. One locus, the lactase (LCT) gene locus, reached study-wide significance (genome-wide association study signal: P = 1.28 x 10(-20)), and it showed an age-dependent association with Bifidobacterium abundance. Other associations were suggestive (1.95 x 10(-10)
UR - http://www.scopus.com/inward/record.url?scp=85100210047&partnerID=8YFLogxK
U2 - 10.1038/s41588-020-00763-1
DO - 10.1038/s41588-020-00763-1
M3 - مقالة
SN - 1061-4036
VL - 53
SP - 156
EP - 165
JO - Nature Genetics
JF - Nature Genetics
IS - 2
ER -