Enrichment of low-frequency functional variants revealed by whole-genome sequencing of multiple isolated European populations
Citations Over TimeTop 10% of 2017 papers
Abstract
The genetic features of isolated populations can boost power in complex-trait association studies, and an in-depth understanding of how their genetic variation has been shaped by their demographic history can help leverage these advantageous characteristics. Here, we perform a comprehensive investigation using 3,059 newly generated low-depth whole-genome sequences from eight European isolates and two matched general populations, together with published data from the 1000 Genomes Project and UK10K. Sequencing data give deeper and richer insights into population demography and genetic characteristics than genotype-chip data, distinguishing related populations more effectively and allowing their functional variants to be studied more fully. We demonstrate relaxation of purifying selection in the isolates, leading to enrichment of rare and low-frequency functional variants, using novel statistics, DVxy and SVxy. We also develop an isolation-index (Isx) that predicts the overall level of such key genetic characteristics and can thus help guide population choice in future complex-trait association studies.
Related Papers
- → Gene and pathway-based second-wave analysis of genome-wide association studies(2009)240 cited
- → Lessons and implications from association studies and post-GWAS analyses of cervical cancer(2014)59 cited
- → Progress of genome‐wide association studies of ankylosing spondylitis(2017)51 cited
- → Genome-wide association studies in aging-related processes such as diabetes mellitus, atherosclerosis and cancer(2007)43 cited
- → GWAS summary-based pathway analysis correcting for the genetic confounding impact of environmental exposures(2017)4 cited