Rawlik Konrad, Canela-Xandri Oriol, Tenesa Albert
The Roslin Institute, Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG, Scotland, UK.
MRC Human Genetics Unit at the MRC IGMM, University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XU, UK.
Genome Biol. 2016 Jul 29;17(1):166. doi: 10.1186/s13059-016-1025-x.
Sex differences are a common feature of human traits; however, the role sex determination plays in human genetic variation remains unclear. The presence of gene-by-sex (GxS) interactions implies that trait genetic architecture differs between men and women. Here, we show that GxS interactions and genetic heterogeneity among sexes are small but common features of a range of high-level complex traits.
We analyzed 19 complex traits measured in 54,040 unrelated men and 59,820 unrelated women from the UK Biobank cohort to estimate autosomal genetic correlations and heritability differences between men and women. For 13 of the 19 traits examined, there is evidence that the trait measured is genetically different between males and females. We find that estimates of genetic correlations, based on ~114,000 unrelated individuals and ~19,000 related individuals from the same cohort, are largely consistent. Genetic predictors using a sex-specific model that incorporated GxS interactions led to a relative improvement of up to 4 % (mean 1.4 % across all relevant phenotypes) over those provided by a sex-agnostic model. This further supports the hypothesis of the presence of sexual genetic heterogeneity across high-level phenotypes.
The sex-specific environment seems to play a role in changing genotype expression across a range of human complex traits. Further studies of GxS interactions for high-level human traits may shed light on the molecular mechanisms that lead to biological differences between men and women. However, this may be a challenging endeavour due to the likely small effects of the interactions at individual loci.
性别差异是人类特征的一个常见特点;然而,性别决定在人类遗传变异中所起的作用仍不明确。基因与性别的相互作用(GxS)表明男性和女性的性状遗传结构存在差异。在此,我们表明GxS相互作用以及性别间的遗传异质性虽小,但却是一系列高级复杂性状的常见特征。
我们分析了英国生物银行队列中54040名无亲属关系的男性和59820名无亲属关系的女性所测量的19种复杂性状,以估计常染色体遗传相关性以及男性和女性之间的遗传力差异。在所研究的19种性状中的13种,有证据表明所测量的性状在男性和女性之间存在遗传差异。我们发现,基于同一队列中约114000名无亲属关系个体和约19000名有亲属关系个体得出的遗传相关性估计结果基本一致。使用纳入了GxS相互作用的性别特异性模型的遗传预测因子,相对于无性别差异模型所提供的预测因子,相对改善高达4%(所有相关表型的平均值为1.4%)。这进一步支持了在高级表型中存在性别遗传异质性的假设。
性别特异性环境似乎在改变一系列人类复杂性状的基因型表达中发挥作用。对人类高级性状的GxS相互作用进行进一步研究,可能会揭示导致男性和女性生物学差异的分子机制。然而,由于单个基因座处相互作用的影响可能较小,这可能是一项具有挑战性的工作。