Centre Hospitalier Universitaire Sainte-Justine, University of Montreal, Montreal, QC, Canada.
Department of Neuroscience, Faculty of Medicine, University of Montreal, Montreal, QC, Canada.
Sci Rep. 2023 Jun 5;13(1):9109. doi: 10.1038/s41598-023-36132-1.
We recently devised continuous "sex-scores" that sum up multiple quantitative traits, weighted by their respective sex-difference effect sizes, as an approach to estimating polyphenotypic "maleness/femaleness" within each binary sex. To identify the genetic architecture underlying these sex-scores, we conducted sex-specific genome-wide association studies (GWASs) in the UK Biobank cohort (females: n = 161,906; males: n = 141,980). As a control, we also conducted GWASs of sex-specific "sum-scores", simply aggregating the same traits, without weighting by sex differences. Among GWAS-identified genes, while sum-score genes were enriched for genes differentially expressed in the liver in both sexes, sex-score genes were enriched for genes differentially expressed in the cervix and across brain tissues, particularly for females. We then considered single nucleotide polymorphisms with significantly different effects (sdSNPs) between the sexes for sex-scores and sum-scores, mapping to male-dominant and female-dominant genes. Here, we identified brain-related enrichment for sex-scores, especially for male-dominant genes; these findings were present but weaker for sum-scores. Genetic correlation analyses of sex-biased diseases indicated that both sex-scores and sum-scores were associated with cardiometabolic, immune, and psychiatric disorders.
我们最近设计了连续的“性别分数”,这些分数综合了多个定量特征,按其性别差异效应大小加权,作为估计每个二项性别内多表型“男性/女性”的方法。为了确定这些性别分数的遗传结构,我们在英国生物库队列中进行了性别特异性全基因组关联研究(女性:n=161906;男性:n=141980)。作为对照,我们还对性别特异性“总和分数”进行了全基因组关联研究,简单地聚合了相同的特征,而不按性别差异加权。在全基因组关联研究确定的基因中,虽然总和分数基因富集了在两性肝脏中差异表达的基因,但性别分数基因富集了在宫颈和整个脑组织中差异表达的基因,尤其是在女性中。然后,我们考虑了性别分数和总和分数之间具有显著不同效应(sdSNP)的单核苷酸多态性,这些 SNP 映射到雄性主导和雌性主导基因。在这里,我们发现性别分数与大脑相关的富集,特别是对于雄性主导基因;这些发现存在,但总和分数的发现较弱。性别偏倚疾病的遗传相关性分析表明,性别分数和总和分数都与心脏代谢、免疫和精神疾病有关。