CERVO Brain Research Centre, Quebec, QC, Canada.
Department of Social and Preventive Medicine, Faculty of Medicine, Université Laval, Québec, QC, Canada.
Nat Commun. 2023 Oct 26;14(1):6835. doi: 10.1038/s41467-023-42686-5.
Major depressive disorder (MDD) is one of the most important causes of disability worldwide. While recent work provides insights into the molecular alterations in the brain of patients with MDD, whether these molecular signatures can be associated with the expression of specific symptom domains remains unclear. Here, we identified sex-specific gene modules associated with the expression of MDD, combining differential gene expression and co-expression network analyses in six cortical and subcortical brain regions. Our results show varying levels of network homology between males and females across brain regions, although the associations between these structures and the expression of MDD remain highly sex specific. We refined these associations to several symptom domains and identified transcriptional signatures associated with distinct functional pathways, including GABAergic and glutamatergic neurotransmission, metabolic processes and intracellular signal transduction, across brain regions associated with distinct symptomatic profiles in a sex-specific fashion. In most cases, these associations were specific to males or to females with MDD, although a subset of gene modules associated with common symptomatic features in both sexes were also identified. Together, our findings suggest that the expression of distinct MDD symptom domains associates with sex-specific transcriptional structures across brain regions.
重度抑郁症(MDD)是全球最重要的致残原因之一。虽然最近的研究工作为 MDD 患者大脑中的分子改变提供了一些见解,但这些分子特征是否可以与特定症状领域的表达相关联尚不清楚。在这里,我们结合六个皮质和皮质下脑区的差异基因表达和共表达网络分析,确定了与 MDD 表达相关的性别特异性基因模块。我们的研究结果表明,尽管这些结构与 MDD 的表达仍然高度性别特异性,但在整个大脑区域中,男性和女性之间的网络同构性存在不同程度的差异。我们将这些关联细化到几个症状领域,并确定了与 GABA 能和谷氨酸能神经传递、代谢过程和细胞内信号转导等不同功能途径相关的转录特征,这些特征在与特定症状特征相关的大脑区域中以性别特异性的方式存在。在大多数情况下,这些关联仅存在于男性或女性 MDD 患者中,尽管也确定了与两性常见症状特征相关的基因模块亚群。总之,我们的研究结果表明,不同的 MDD 症状领域的表达与跨大脑区域的性别特异性转录结构相关。