Department of Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, Worcester 01605, MA, United States.
Center for Psychopharmacologic Research and Treatment, Department of Psychiatry, University of Massachusetts Medical School, Worcester, MA, United States.
J Affect Disord. 2015 Dec 1;188:270-7. doi: 10.1016/j.jad.2015.08.039. Epub 2015 Sep 1.
The objectives were to characterize latent depression subtypes by symptoms, evaluate sex differences in and examine correlates of these subtypes, and examine the association between subtype and symptom remission after citalopram treatment.
Latent class analysis was applied to baseline data from 2772 participants in the Sequenced Treatment Alternatives to Relieve Depression trial. Indicators were from the Quick Inventory of Depressive Symptomatology. Separate multinomial logistic models identified correlates of subtypes and the association between subtype and the distal outcome of remission.
Four latent subtypes were identified: Mild (men: 37%, women: 27%), Moderate (men: 24%, women: 21%), Severe with Increased Appetite (men: 13%, women: 22%), and Severe with Insomnia (men: 26%, women: 31%). Generalized anxiety disorder, bulimia, and social phobia were correlated with Severe with Increased Appetite and generalized anxiety disorder, post-traumatic stress disorder, and social phobia with Severe with Insomnia. Relative to those with the Mild subtype, those with Severe with Increased Appetite (odds ratiomen (OR): 0.48; 95% confidence interval (CI): 0.25-0.92; OR women: 0.59; 95% CI: 0.41-0.86) and those with Severe Depression with Insomnia (ORmen: 0.65; 95% CI: 0.41-1.02; ORwomen: 0.45; 95% CI: 0.32-0.64) were less likely to achieve remission.
The sample size limited exploration of higher order interactions.
Insomnia and increased appetite distinguished latent subtypes. Sex and psychiatric comorbidities differed between the subtypes. Remission was less likely for those with the severe depression subtypes. Sleep disturbances, appetite changes, and other mental disorders may play a role in the etiology and treatment of depression.
本研究旨在通过症状对潜在的抑郁亚型进行特征描述,评估性别差异,探讨这些亚型的相关性,并研究西酞普兰治疗后亚型与症状缓解之间的关系。
本研究采用潜类别分析方法对缓解抑郁症的序贯治疗选择试验中的 2772 名参与者的基线数据进行分析。评价指标来自贝克抑郁自评量表。采用多项逻辑回归模型分别确定亚型的相关因素和亚型与缓解这一远端结局之间的关系。
共确定了 4 种潜在的抑郁亚型:轻度(男性:37%,女性:27%)、中度(男性:24%,女性:21%)、伴有食欲增加的重度(男性:13%,女性:22%)和伴有失眠的重度(男性:26%,女性:31%)。广泛性焦虑障碍、贪食症和社交恐惧症与伴有食欲增加的重度相关,而广泛性焦虑障碍、创伤后应激障碍和社交恐惧症与伴有失眠的重度相关。与轻度亚型相比,伴有食欲增加的重度(男性:OR=0.48,95%置信区间(CI):0.25-0.92;女性:OR=0.59,95%CI:0.41-0.86)和伴有失眠的重度(男性:OR=0.65,95%CI:0.41-1.02;女性:OR=0.45,95%CI:0.32-0.64)患者缓解的可能性较低。
样本量限制了对更高阶交互作用的探索。
失眠和食欲增加可以区分潜在的抑郁亚型。性别和精神共病在亚型之间存在差异。严重的抑郁亚型患者缓解的可能性较低。睡眠障碍、食欲改变和其他精神障碍可能在抑郁的病因和治疗中发挥作用。