Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Department of Preventive Medicine-Biostatistics, Northwestern University Feinberg School of Medicine, Chicago, IIllinois.
Depress Anxiety. 2019 Apr;36(4):375-383. doi: 10.1002/da.22879. Epub 2019 Jan 15.
Postpartum depression is a heterogeneous disorder in phenotype and etiology. Characterizing the longitudinal course of depressive symptoms over the first year after birth and identifying variables that predict distinct symptom trajectories will expedite efficient mental health treatment planning. The purpose was to determine 12-month trajectories of postpartum depressive symptoms, identify characteristics that predict the trajectories, and provide a computational algorithm that predicts trajectory membership.
A prospective cohort of women delivering at an academic medical center (2006-2011) was recruited from an urban women's hospital in Pittsburgh, PA. Women with a postpartum depressive disorder (n = 507) participated and completed symptom severity assessments at 4-8 weeks (intake), 3 months, 6 months, and 12 months. Women were predominantly Caucasian (71.8%), married (53.3%), and college educated (38.7%). Clinician interviews of depressive symptom severity, medical and psychiatric history, assessment of function, obstetric experience, and infant status were conducted.
Analyses resulted in identification of three distinct trajectories of depressive symptoms: (1) gradual remission (50.4%), (2) partial improvement (41.8%), and (3) chronic severe (7.8%). Key predictive characteristics of the chronic severe versus gradual remission and partial improvement trajectories included parity, education, and baseline global functioning and depression severity. We were able to predict trajectory membership with 72.8% accuracy from these characteristics.
Four maternal characteristics predicted membership in the chronic severe versus gradual remission and partial improvement trajectories with 72.8% accuracy. The trajectory groups comprise clinically relevant subgroups with the potential for tailored treatments to reduce the disease burden of postpartum depression.
产后抑郁症在表型和病因上存在异质性。描述产后一年中抑郁症状的纵向过程,并确定预测不同症状轨迹的变量,将加速有效的心理健康治疗计划。目的是确定产后抑郁症状的 12 个月轨迹,确定预测轨迹的特征,并提供预测轨迹成员的计算算法。
本前瞻性队列研究招募了 2006 年至 2011 年在宾夕法尼亚州匹兹堡市一家学术医疗中心分娩的女性。共有 507 名患有产后抑郁症的女性参与了研究,并在产后 4-8 周(入组时)、3 个月、6 个月和 12 个月进行了症状严重程度评估。这些女性主要是白人(71.8%)、已婚(53.3%)和大学学历(38.7%)。对抑郁症状严重程度、医疗和精神病史、功能评估、产科经历和婴儿状况进行了临床医生访谈。
分析结果确定了三种不同的抑郁症状轨迹:(1)逐渐缓解(50.4%)、(2)部分改善(41.8%)和(3)慢性严重(7.8%)。慢性严重与逐渐缓解和部分改善轨迹之间的关键预测特征包括产次、教育以及基线时的整体功能和抑郁严重程度。我们能够通过这些特征以 72.8%的准确性预测轨迹成员身份。
有四个产妇特征可预测慢性严重与逐渐缓解和部分改善轨迹的成员身份,准确率为 72.8%。这些轨迹组包含具有潜在针对性治疗的临床相关亚组,以减轻产后抑郁症的疾病负担。