Center for Biomarker Research and Precision Medicine, Virginia Commonwealth University, Richmond, VA, USA.
Vermont Center for Children, Youth, and Families, Department of Psychiatry, University of Vermont Medical Center, Burlington, VA, USA.
J Child Psychol Psychiatry. 2022 Jul;63(7):802-809. doi: 10.1111/jcpp.13522. Epub 2021 Sep 19.
Women are 1.5-3 times more likely to suffer from depression than men. This sex bias first emerges during puberty and then persists across the reproductive years. As the cause remains largely elusive, we performed a methylation-wide association study (MWAS) to generate novel hypotheses.
We assayed nearly all 28 million possible methylation sites in blood in 595 blood samples from 487 participants aged 9-17. MWASs were performed to identify methylation sites associated with increasing sex differences in depression symptoms as a function of pubertal stage. Epigenetic deconvolution was applied to perform analyses on a cell-type specific level.
In monocytes, a substantial number of significant associations were detected after controlling the FDR at 0.05. These results could not be explained by plasma testosterone/estradiol or current/lifetime trauma. Our top results in monocytes were significantly enriched (ratio of 2.48) for genes in the top of a large genome-wide association study (GWAS) meta-analysis of depression and neurodevelopment-related Gene Ontology (GO) terms that remained significant after correcting for multiple testing. Focusing on our most robust findings (70 genes overlapping with the GWAS meta-analysis and the significant GO terms), we find genes coding for members of each of the major classes of axon guidance molecules (netrins, slits, semaphorins, ephrins, and cell adhesion molecules). Many of these genes were previously implicated in rodent studies of brain development and depression-like phenotypes, as well as human methylation, gene expression and GWAS studies.
Our study suggests that the emergence of sex differences in depression may be related to the differential rewiring of brain circuits between boys and girls during puberty.
女性患抑郁症的可能性是男性的 1.5-3 倍。这种性别差异最早出现在青春期,然后在生殖期持续存在。由于病因仍很大程度上难以捉摸,我们进行了全甲基化关联研究(MWAS)以产生新的假设。
我们在 487 名年龄在 9-17 岁的参与者的 595 个血液样本中检测了近 2800 万个可能的甲基化位点。MWAS 用于识别与青春期阶段抑郁症状性别差异增加相关的甲基化位点。表观遗传去卷积用于在细胞类型特异性水平上进行分析。
在单核细胞中,在控制 FDR 为 0.05 后,检测到大量显著关联。这些结果不能用血浆睾酮/雌二醇或当前/终生创伤来解释。我们在单核细胞中的顶级结果在很大程度上富集(比率为 2.48),与抑郁症和神经发育相关的基因本体论(GO)术语的全基因组关联研究(GWAS)荟萃分析的顶端基因相关,这些术语在进行多重测试校正后仍然显著。关注我们最稳健的发现(与 GWAS 荟萃分析和显著 GO 术语重叠的 70 个基因),我们发现编码每个主要类别的轴突导向分子(神经网蛋白、缝隙连接蛋白、神经递质、表皮生长因子和细胞粘附分子)成员的基因。这些基因中的许多先前与啮齿动物的大脑发育和抑郁样表型以及人类甲基化、基因表达和 GWAS 研究有关。
我们的研究表明,抑郁症中性别差异的出现可能与青春期男孩和女孩大脑回路的差异重连有关。