Department of Public Health Sciences, University of Miami Miller School of Medicine, 1120 Northwest 14th Street, Miami, FL, 33136, USA.
Clinical Trials Research Associate Program, Durham Technical Community College, Durham, NC, 27703, USA.
AIDS Behav. 2024 Nov;28(11):3748-3757. doi: 10.1007/s10461-024-04410-2. Epub 2024 Aug 2.
To determine whether endorsement patterns of psychosocial symptoms revealed distinct subgroups, or latent classes, of people living with HIV who use substances (PLWH-SU), and to assess whether these classes demonstrated differential health outcomes over time. This study uses data from 801 PLWH-SU initially enrolled across 11 US hospitals during 2012-2014 and followed up in 2017. Latent class analysis included 28 psychosocial items. Regression analysis examined class membership as a predictor of viral suppression. Survival analysis examined class as a predictor of all-cause mortality. The selected model identified five unique classes. Individuals in classes characterized by more severe and more numerous psychosocial symptoms at baseline had lower likelihoods of viral suppression and survival. The study demonstrated the importance of considering patterns of overlapping psychosocial symptoms to identify subgroups of PLWH-SU and reveal their risks for adverse outcomes. Integration of primary, mental health, and substance use care is essential to address the needs of this population.
为了确定使用物质的艾滋病毒感染者(PLWH-SU)是否存在不同的亚组或潜在类别,这些亚组或潜在类别与心理健康症状的表现模式有关,以及这些类别是否随着时间的推移表现出不同的健康结果。本研究使用了 2012-2014 年间在美国 11 家医院最初登记的 801 名 PLWH-SU 的数据,并于 2017 年进行了随访。潜在类别分析包括 28 项心理社会项目。回归分析将类别成员身份作为病毒抑制的预测因子进行了检验。生存分析将类别作为全因死亡率的预测因子进行了检验。所选择的模型确定了五个独特的类别。基线时表现出更严重和更多数量的心理社会症状的个体,病毒抑制和生存的可能性较低。该研究表明,考虑重叠心理社会症状的模式对于识别 PLWH-SU 的亚组并揭示他们的不良结局风险非常重要。整合初级保健、心理健康和物质使用护理对于满足这一人群的需求至关重要。