bioRxiv (Cold Spring Harbor Laboratory) · 2020 · 63 citations · 58 references
Life SciencesGeneticsMolecular GeneticsGenomicsHuman GeneticsPopulation GeneticsAnthropological GeneticsEthnic GroupsMolecular Population GeneticsPopulation Genetics In MedicinePopulation Genetics InferencePopulation ImmunogeneticsAncestry Diversity In Genetic StudiesAncestry-specific Association StudiesAncestry-specific Genetic RiskGenetic Ancestry InferenceLocal Ancestry Inference
SUMMARY Most loci identified by GWAS have been found in populations of European ancestry (EA). In trans-ethnic meta-analyses for 15 hematological traits in 746,667 participants, including 184,535 non-EA individuals, we identified 5,552 trait-variant associations at P <5×10 −9 , including 71 novel loci not found in EA populations. We also identified novel ancestry-specific variants not found in EA, including an IL7 missense variant in South Asians associated with lymphocyte count in vivo and IL7 secretion levels in vitro . Fine-mapping prioritized variants annotated as functional, and generated 95% credible sets that were 30% smaller when using the trans-ethnic as opposed to the EA-only results. We explored the clinical significance and predictive value of trans-ethnic variants in multiple populations, and compared genetic architecture and the impact of natural selection on these blood phenotypes between populations. Altogether, our results for hematological traits highlight the value of a more global representation of populations in genetic studies.
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ESTIMATING<i>F</i>-STATISTICS FOR THE ANALYSIS OF POPULATION STRUCTURE
B. S. Weir, C. Clark Cockerham · Evolution · 1984 · 16.9K citations
Estimating F-Statistics for the Analysis of Population Structure
Bruce S. Weir, C. Clark Cockerham · Evolution · 1984 · 11K citations
The UK Biobank resource with deep phenotyping and genomic data
Clare Bycroft, Colin Freeman, Desislava Petkova et al. · Nature · 2018 · 9.7K citations · Full text
An integrated map of genetic variation from 1,092 human genomes