Nature GeneticsGeneticsPeer-reviewed journal article
Large-scale association analyses identify host factors influencing human gut microbiome composition
Alexander KurilshikoviD, Carolina Medina‐GómeziD, Rodrigo BacigalupeiD, Djawad RadjabzadehiD, Jun Wang, Ayşe DemirkaniD, Caroline Ivanne Le RoyiD, Juan A. Raygoza GarayiD, Casey T. FinnicumiD, Xingrong LiuiD, Daria V. ZhernakovaiD, Marc Jan BonderiD, Tue H. HanseniD, Fabian FrostiD, Malte Christoph RühlemanniD, Williams TurpiniD, Jee‐Young MooniD, Han‐Na KimiD, Kreete LülliD, Elad BarkaniD, Shiraz Ali ShahiD, Myriam FornageiD, Joanna Szopinska-TokoviD, Zachary D. WalleniD, Dmitrii BorisevichiD, , Oluf Borbye PederseniD
Abstract
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 out of 410 genera were detected in more than 95% samples. A genome-wide association study (GWAS) of host genetic variation in relation to microbial taxa identified 31 loci affecting microbiome at a genome-wide significant (P<5x10-8) threshold. One locus, the lactase (LCT) gene locus, reached study-wide significance (GWAS signal P=1.28x10-20), and it showed an age-dependent association with Bifidobacterium abundance. Other associations were suggestive (1.95x10-10<P<5x10-8) but enriched for taxa showing high heritability and for genes expressed in the intestine and brain. A phenome-wide association study and Mendelian randomization identified enrichment of microbiome trait loci in the metabolic, nutrition and environment domains and suggested the microbiome has causal effects in ulcerative colitis and rheumatoid arthritis.
- organism: human
- assay: bulk RNA-seq
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 1,785
- FWCI
- 99.55
- Field percentile
- top 1%
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