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潜类分析在黑/非裔美国母亲抑郁症状表现中的应用。

Latent Class Analysis of Depressive Symptom Phenotypes Among Black/African American Mothers.

出版信息

Nurs Res. 2023;72(2):93-102. doi: 10.1097/NNR.0000000000000635. Epub 2022 Dec 9.

Abstract

BACKGROUND

Depression is a growing global problem with significant individual and societal costs. Despite their consequences, depressive symptoms are poorly recognized and undertreated because wide variation in symptom presentation limits clinical identification-particularly among African American (AA) women-an understudied population at an increased risk of health inequity.

OBJECTIVES

The aims of this study were to explore depressive symptom phenotypes among AA women and examine associations with epigenetic, cardiometabolic, and psychosocial factors.

METHODS

This cross-sectional, retrospective analysis included self-reported Black/AA mothers from the Intergenerational Impact of Genetic and Psychological Factors on Blood Pressure study (data collected in 2015-2020). Clinical phenotypes were identified using latent class analysis. Bivariate logistic regression examined epigenetic age, cardiometabolic traits (i.e., body mass index ≥ 30 kg/m 2 , hypertension, or diabetes), and psychosocial variables as predictors of class membership.

RESULTS

All participants were Black/AA and predominantly non-Hispanic. Over half of the sample had one or more cardiometabolic traits. Two latent classes were identified (low vs. moderate depressive symptoms). Somatic and self-critical symptoms characterized the moderate symptom class. Higher stress overload scores significantly predicted moderate-symptom class membership.

DISCUSSION

In this sample of AA women with increased cardiometabolic burden, increased stress was associated with depressive symptoms that standard screening tools may not capture. Research examining the effect of specific stressors and the efficacy of tools to identify at-risk AA women are urgently needed to address disparities and mental health burdens.

摘要

背景

抑郁症是一个全球性的问题,其个人和社会成本巨大。尽管抑郁症的后果严重,但由于症状表现的广泛差异,限制了临床识别,尤其是在非裔美国女性这一研究不足的人群中,这些人群面临着更大的健康不平等风险,因此抑郁症的症状往往得不到充分的认识和治疗。

目的

本研究旨在探索非裔美国女性的抑郁症状表型,并探讨其与表观遗传、心血管代谢和心理社会因素的关联。

方法

本横断面、回顾性分析纳入了来自遗传和心理因素对血压影响的代际研究(数据收集于 2015-2020 年)中的自我报告的黑人/非裔美国母亲。使用潜在类别分析来确定临床表型。双变量逻辑回归检查了表观遗传年龄、心血管代谢特征(即体重指数≥30kg/m 2 、高血压或糖尿病)和心理社会变量作为类别成员的预测因素。

结果

所有参与者均为黑人/非裔美国人,且主要为非西班牙裔。样本中超过一半的人有一个或多个心血管代谢特征。确定了两个潜在类别(低抑郁症状与中重度抑郁症状)。躯体和自我批判症状是中重度症状类别的特征。较高的压力过载评分显著预测了中重度症状类别的成员。

讨论

在这个有增加心血管代谢负担的非裔美国女性样本中,较高的压力与标准筛查工具可能无法捕捉到的抑郁症状相关。迫切需要研究特定压力源的影响以及识别高危非裔美国女性的工具的功效,以解决差异和精神健康负担。

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