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Sökning: WFRF:(Bakshi Andrew) > (2015)

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1.
  • Yang, Jian, et al. (författare)
  • Genetic variance estimation with imputed variants finds negligible missing heritability for human height and body mass index
  • 2015
  • Ingår i: ; 47:10, s. 1114-1120
  • Tidskriftsartikel (refereegranskat)abstract
    • We propose a method (GREML-LDMS) to estimate heritability for human complex traits in unrelated individuals using whole-genome sequencing data. We demonstrate using simulations based on whole-genome sequencing data that similar to 97% and similar to 68% of variation at common and rare variants, respectively, can be captured by imputation. Using the GREML-LDMS method, we estimate from 44,126 unrelated individuals that all similar to 17 million imputed variants explain 56% (standard error (s.e.) = 2.3%) of variance for height and 27% (s.e. = 2.5%) of variance for body mass index (BMI), and we find evidence that height- and BMI-associated variants have been under natural selection. Considering the imperfect tagging of imputation and potential overestimation of heritability from previous family-based studies, heritability is likely to be 60-70% for height and 30-40% for BMI. Therefore, the missing heritability is small for both traits. For further discovery of genes associated with complex traits, a study design with SNP arrays followed by imputation is more cost-effective than whole-genome sequencing at current prices.
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2.
  • Yang, Jian, et al. (författare)
  • Genome-wide genetic homogeneity between sexes and populations for human height and body mass index
  • 2015
  • Ingår i: Human Molecular Genetics. - 0964-6906 .- 1460-2083. ; 24:25, s. 7445-7449
  • Tidskriftsartikel (refereegranskat)abstract
    • Sex-specific genetic effects have been proposed to be an important source of variation for human complex traits. Here we use two distinct genome-wide methods to estimate the autosomal genetic correlation (rg) between men and women for human height and body mass index (BMI), using individual-level (n = ∼44 000) and summary-level (n = ∼133 000) data from genome-wide association studies. Results are consistent and show that the between-sex genetic correlation is not significantly different from unity for both traits. In contrast, we find evidence of genetic heterogeneity between sexes for waist-hip ratio (rg = ∼0.7) and between populations for BMI (rg = ∼0.9 between Europe and the USA) but not for height. The lack of evidence for substantial genetic heterogeneity for body size is consistent with empirical findings across traits and species.
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