Department of Psychiatry, University of Pittsburgh Medical School, Pittsburgh, Pennsylvania; Translational Neuroscience Program, University of Pittsburgh Medical School, Pittsburgh, Pennsylvania.
Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania.
Biol Psychiatry. 2018 Jul 1;84(1):18-27. doi: 10.1016/j.biopsych.2018.01.017. Epub 2018 Feb 19.
Major depressive disorder (MDD) affects women approximately twice as often as men. Women are three times as likely to have atypical depression, with hypersomnia and weight gain. This suggests that the molecular mechanisms of MDD may differ by sex.
To test this hypothesis, we performed a large-scale gene expression meta-analysis across three corticolimbic brain regions: the dorsolateral prefrontal cortex, subgenual anterior cingulate cortex, and basolateral amygdala (26 men, 24 women with MDD and sex-matched control subjects). Results were further analyzed using a threshold-free approach, Gene Ontology, and cell type-specific analyses. A separate dataset was used for independent validation (13 MDD subjects/sex and 22 control subjects [13 men, 9 women]).
Of the 706 genes differentially expressed in men with MDD and 882 genes differentially expressed in women with MDD, only 21 were changed in the same direction in both sexes. Notably, 52 genes displayed expression changes in opposite directions between men and women with MDD. Similar results were obtained using a threshold-free approach, in which the overall transcriptional profile of MDD was opposite in men and women. Gene Ontology indicated that men with MDD had decreases in synapse-related genes, whereas women with MDD exhibited transcriptional increases in this pathway. Cell type-specific analysis indicated that men with MDD exhibited increases in oligodendrocyte- and microglia-related genes, while women with MDD had decreases in markers of these cell types.
The brain transcriptional profile of MDD differs greatly by sex, with multiple transcriptional changes in opposite directions between men and women with MDD.
重度抑郁症(MDD)影响女性的频率大约是男性的两倍。女性出现非典型抑郁症的可能性是男性的三倍,其特征是嗜睡和体重增加。这表明 MDD 的分子机制可能因性别而异。
为了验证这一假设,我们对三个皮质边缘脑区进行了大规模的基因表达元分析:背外侧前额叶皮层、前扣带回皮质亚区和基底外侧杏仁核(26 名男性、24 名女性 MDD 患者和性别匹配的对照组)。使用无阈值方法、基因本体论和细胞类型特异性分析进一步分析结果。使用单独的数据集进行独立验证(13 名 MDD 患者/性别和 22 名对照组患者[13 名男性,9 名女性])。
在男性 MDD 患者中差异表达的 706 个基因和女性 MDD 患者中差异表达的 882 个基因中,只有 21 个基因在两性中变化方向相同。值得注意的是,52 个基因在男性和女性 MDD 患者中表现出相反的表达变化。使用无阈值方法也得到了类似的结果,其中 MDD 的总体转录谱在男性和女性中是相反的。基因本体论表明,男性 MDD 患者的突触相关基因表达减少,而女性 MDD 患者的该途径转录增加。细胞类型特异性分析表明,男性 MDD 患者的少突胶质细胞和小胶质细胞相关基因表达增加,而女性 MDD 患者的这些细胞类型标志物表达减少。
MDD 的大脑转录谱因性别而异,男性和女性 MDD 患者之间存在多种相反方向的转录变化。