Nature Communications · 2019 · 199 citations · 29 references
Life SciencesGeneticsMolecular GeneticsGenomicsHuman GeneticsPopulation GeneticsGenome-wide Association StudiesGenomic VariationGenotype ImputationGenotype-phenotype Association AnalysisRare Variant Association StudiesVariant AnalysisGene-based Association AnalysisGenetic Selection PressureGenotype Imputation For Rare VariantsNonsynonymous MutationsRare Genetic VariantsRare Variant Association AnalysisRare Variant ImputationReference Panel Construction
Abstract Human height is a representative phenotype to elucidate genetic architecture. However, the majority of large studies have been performed in European population. To investigate the rare and low-frequency variants associated with height, we construct a reference panel ( N = 3,541) for genotype imputation by integrating the whole-genome sequence data from 1,037 Japanese with that of the 1000 Genomes Project, and perform a genome-wide association study in 191,787 Japanese. We report 573 height-associated variants, including 22 rare and 42 low-frequency variants. These 64 variants explain 1.7% of the phenotypic variance. Furthermore, a gene-based analysis identifies two genes with multiple height-increasing rare and low-frequency nonsynonymous variants ( SLC27A3 and CYP26B1 ; P SKAT-O < 2.5 × 10 −6 ). Our analysis shows a general tendency of the effect sizes of rare variants towards increasing height, which is contrary to findings among Europeans, suggesting that height-associated rare variants are under different selection pressure in Japanese and European populations.
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