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Deconstructing major depressive episodes across unipolar and bipolar depression by severity and duration: a cross-diagnostic cluster analysis on a large, international, observational study

机译:严重程度和持续时间解构单极和双极抑郁症的主要抑郁发作:大,国际,观测研究的交叉诊断集群分析

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A cross-diagnostic, post-hoc analysis of the BRIDGE-II-MIX study was performed to investigate how unipolar and bipolar patients suffering from an acute major depressive episode (MDE) cluster according to severity and duration. Duration of index episode, Clinical Global Impression-Bipolar Version-Depression (CGI-BP-D) and Global Assessment of Functioning (GAF) were used as clustering variables. MANOVA and post-hoc ANOVAs examined between-group differences in clustering variables. A stepwise backward regression model explored the relationship with the 56 clinical-demographic variables available. Agglomerative hierarchical clustering with two clusters was shown as the best fit and separated the study population (n?=?2314) into 65.73% (Cluster 1 (C1)) and 34.26% (Cluster 2 (C2)). MANOVA showed a significant main effect for cluster group (p??0.001) but ANOVA revealed that significant between-group differences were restricted to CGI-BP-D (p??0.001) and GAF (p??0.001), showing greater severity in C2. Psychotic features and a minimum of three DSM-5 criteria for mixed features (DSM-5-3C) had the strongest association with C2, that with greater disease burden, while non-mixed depression in bipolar disorder (BD) type II had negative association. Mixed affect defined as DSM-5-3C associates with greater acute severity and overall impairment, independently of the diagnosis of bipolar or unipolar depression. In this study a pure, non-mixed depression in BD type II significantly associates with lesser burden of clinical and functional severity. The lack of association for less restrictive, researched-based definitions of mixed features underlines DSM-5-3C specificity. If confirmed in further prospective studies, these findings would warrant major revisions of treatment algorithms for both unipolar and bipolar depression.
机译:进行交叉诊断,对桥-II-混合研究的HOC分析进行了研究,以研究单极和双极患者根据严重程度和持续时间患有急性重大抑郁发作(MDE)簇的患者。指数集中的持续时间,临床全球印象 - 双极版本 - 抑郁(CGI-BP-D)和全球功能评估(GAF)用作聚类变量。 MANOVA和后HOC ANOVAS检查了集群变量的组间差异。逐步向后回归模型与可用的56个临床人口变量探索了关系。与两个簇的聚集分层聚类被显示为最合适,并将研究群体(N?=Δ2314)分成65.73%(簇1(C1))和34.26%(Cluster 2(C2))。 Manova对聚类组显示出显着的主要效果(P?<?0.001),但ANOVA揭示了群体之间的显着性差异仅限于CGI-BP-D(p?<0.001)和GAF(P?<0.001),显示在C2中的严重程度。精神功能和至少三个用于混合特征的DSM-5标准(DSM-5-3C)具有最强的与C2相关性,具有更大的疾病负担,而双相障碍(BD)II型的非混合抑郁具有负关联。混合的影响被定义为DSM-5-3C,具有更高的严重程度和总体损伤的伙伴关系,独立于双极或单极抑郁症的诊断。在这项研究中,BD II型纯的非混合凹陷显着涉及临床和功能性严重程度的较小负担。缺乏限制性的缺乏关联,基于研究的混合功能的定义强调了DSM-5-3C的特异性。如果在进一步的前瞻性研究中确认,这些调查结果将保证对单极和双相抑郁症的治疗算法的主要修订。

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