Ramsey Jordan M, Cooper Jason D, Bot Mariska, Guest Paul C, Lamers Femke, Weickert Cynthia S, Penninx Brenda W J H, Bahn Sabine
Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, United Kingdom.
Department of Psychiatry, VU University Medical Centre and Neuroscience Campus Amsterdam, Amsterdam, The Netherlands.
PLoS One. 2016 May 27;11(5):e0156624. doi: 10.1371/journal.pone.0156624. eCollection 2016.
Women have a consistently higher prevalence of major depressive disorder (MDD) than men. Hypotheses implicating hypothalamic-pituitary -adrenal, -gonadal, and -thyroid axes, immune response, genetic factors, and neurotransmitters have emerged to explain this difference. However, more evidence for these hypotheses is needed and new explanations must be explored. Here, we investigated sex differences in MDD markers using multiplex immunoassay measurements of 171 serum molecules in individuals enrolled in the Netherlands Study of Depression and Anxiety (NMDD = 231; Ncontrol = 365). We found 28 sex-dependent markers of MDD, as quantified by a significant interaction between sex and log2-transformed analyte concentration in a logistic regression with diagnosis (MDD/control) as the outcome variable (p<0.05; q<0.30). Among these were a number of male-specific associations between MDD and elevated levels of proteins involved in immune response, including C-reactive protein, trefoil factor 3, cystatin-C, fetuin-A, β2-microglobulin, CD5L, FASLG receptor, and tumor necrosis factor receptor 2. Furthermore, only male MDD could be classified with an accuracy greater than chance using the measured serum analytes (area under the ROC curve = 0.63). These findings may have consequences for the generalization of inflammatory hypotheses of depression to males and females and have important implications for the development of diagnostic biomarker tests for MDD. More studies are needed to validate these results, investigate a broader range of biological pathways, and integrate this data with brain imaging, genetic, and other relevant data.
女性患重度抑郁症(MDD)的患病率一直高于男性。涉及下丘脑 - 垂体 - 肾上腺、 - 性腺和 - 甲状腺轴、免疫反应、遗传因素和神经递质的假说已出现,以解释这种差异。然而,这些假说需要更多证据,并且必须探索新的解释。在这里,我们使用多重免疫测定法测量了参与荷兰抑郁与焦虑研究的个体中的171种血清分子,以研究MDD标志物中的性别差异(MDD组 = 231;对照组 = 365)。我们发现了28种MDD的性别依赖性标志物,通过以诊断(MDD/对照组)为结果变量的逻辑回归中性别与log2转换后的分析物浓度之间的显著相互作用来量化(p<0.05;q<0.30)。其中包括MDD与免疫反应相关蛋白质水平升高之间的一些男性特异性关联,包括C反应蛋白、三叶因子3、胱抑素C、胎球蛋白A、β2-微球蛋白、CD5L、FASLG受体和肿瘤坏死因子受体2。此外,仅使用测量的血清分析物,男性MDD的分类准确率就可以高于随机水平(ROC曲线下面积 = 0.63)。这些发现可能会影响抑郁症炎症假说在男性和女性中的推广,并对MDD诊断生物标志物测试的开发具有重要意义。需要更多研究来验证这些结果,研究更广泛的生物途径,并将这些数据与脑成像、遗传和其他相关数据整合。