The Roslin Institute, Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Easter Bush Campus, Midlothian, UK.
Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh, UK.
Nat Genet. 2021 Sep;53(9):1283-1289. doi: 10.1038/s41588-021-00912-0. Epub 2021 Sep 7.
Males and females present differences in complex traits and in the risk of a wide array of diseases. Genotype by sex (GxS) interactions are thought to account for some of these differences. However, the extent and basis of GxS are poorly understood. In the present study, we provide insights into both the scope and the mechanism of GxS across the genome of about 450,000 individuals of European ancestry and 530 complex traits in the UK Biobank. We found small yet widespread differences in genetic architecture across traits. We also found that, in some cases, sex-agnostic analyses may be missing trait-associated loci and looked into possible improvements in the prediction of high-level phenotypes. Finally, we studied the potential functional role of the differences observed through sex-biased gene expression and gene-level analyses. Our results suggest the need to consider sex-aware analyses for future studies to shed light onto possible sex-specific molecular mechanisms.
男性和女性在复杂特征和多种疾病的风险方面存在差异。性别与基因型相互作用(GxS)被认为是造成这些差异的部分原因。然而,GxS 的程度和基础仍知之甚少。在本研究中,我们深入了解了约 45 万欧洲血统个体和英国生物库中 530 种复杂特征的基因组范围内 GxS 的范围和机制。我们发现,在不同特征中,遗传结构存在微小但广泛的差异。我们还发现,在某些情况下,不分性别的分析可能会错过与特征相关的基因座,并探讨了提高高水平表型预测的可能方法。最后,我们通过性别偏倚基因表达和基因水平分析研究了观察到的差异的潜在功能作用。我们的研究结果表明,为了揭示可能存在的特定于性别的分子机制,未来的研究需要考虑基于性别的分析。