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Feasibility of investigating differential proteomic expression in depression: implications for biomarker development in mood disorders

机译:研究抑郁症中差异蛋白质组学表达的可行性:对情绪障碍中生物标志物发展的影响

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摘要

The objective of this study was to determine whether proteomic profiling in serum samples can be utilized in identifying and differentiating mood disorders. A consecutive sample of patients with a confirmed diagnosis of unipolar (UP n=52) or bipolar depression (BP-I n=46, BP-II n=49) and controls (n=141) were recruited. A 7.5-ml blood sample was drawn for proteomic multiplex profiling of 320 proteins utilizing the Myriad RBM Discovery Multi-Analyte Profiling platform. After correcting for multiple testing and adjusting for covariates, growth differentiation factor 15 (GDF-15), hemopexin (HPX), hepsin (HPN), matrix metalloproteinase-7 (MMP-7), retinol-binding protein 4 (RBP-4) and transthyretin (TTR) all showed statistically significant differences among groups. In a series of three post hoc analyses correcting for multiple testing, MMP-7 was significantly different in mood disorder (BP-I+BP-II+UP) vs controls, MMP-7, GDF-15, HPN were significantly different in bipolar cases (BP-I+BP-II) vs controls, and GDF-15, HPX, HPN, RBP-4 and TTR proteins were all significantly different in BP-I vs controls. Good diagnostic accuracy (ROC-AUC⩾0.8) was obtained most notably for GDF-15, RBP-4 and TTR when comparing BP-I vs controls. While based on a small sample not adjusted for medication state, this discovery sample with a conservative method of correction suggests feasibility in using proteomic panels to assist in identifying and distinguishing mood disorders, in particular bipolar I disorder. Replication studies for confirmation, consideration of state vs trait serial assays to delineate proteomic expression of bipolar depression vs previous mania, and utility studies to assess proteomic expression profiling as an advanced decision making tool or companion diagnostic are encouraged.
机译:这项研究的目的是确定血清样品中的蛋白质组分析是否可以用于识别和区分情绪障碍。连续收集了确诊为单相(UP n = 52)或双相抑郁(BP-I n = 46,BP-II n = 49)和对照(n = 141)的患者。使用Myriad RBM Discovery Multi-Analyte Profiling平台抽取7.5 ml血样,对320种蛋白质进行蛋白质组学多重分析。在校正了多个测试并调整了协变量之后,调整了生长分化因子15(GDF-15),血红素(HPX),肝素(HPN),基质金属蛋白酶7(MMP-7),视黄醇结合蛋白4(RBP-4)和甲状腺素(TTR)均在各组之间显示出统计学上的显着差异。在针对多项测试进行的三项事后分析校正中,MMP-7与对照组相比在情绪障碍(BP-I + BP-II + UP)方面存在显着差异,MMP-7,GDF-15,HPN在双相情感障碍方面存在显着差异病例(BP-I + BP-II)与对照组之间的比较,GDF-15,HPX,HPN,RBP-4和TTR蛋白在BP-1与对照组之间均存在显着差异。当比较BP-1与对照组时,GDF-15,RBP-4和TTR的诊断准确度最高(ROC-AUC⩾0.8)。虽然基于未针对药物状态进行调整的少量样本,但该发现样本采用保守的校正方法表明,使用蛋白质组学来协助识别和区分情绪障碍(尤其是躁郁症I型障碍)的可行性。鼓励进行复制研究以进行确认,考虑使用状态vs特征性序列分析来描述躁郁症与以前的躁狂之间的蛋白质组表达,并鼓励进行实用性研究以评估蛋白质组表达谱作为高级决策工具或伴随诊断工具。

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