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多物质使用模式与物质使用障碍者中 HIV 疾病严重程度的相关性:潜在类别分析。

Polysubstance Use Patterns Associated With HIV Disease Severity Among Those With Substance Use Disorders: A Latent Class Analysis.

机构信息

Addiction Medicine, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.

Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts.

出版信息

J Stud Alcohol Drugs. 2023 Jan;84(1):79-88. doi: 10.15288/jsad.21-00440.

Abstract

OBJECTIVE

Polysubstance use is common among people with HIV infection (PWH) and with substance use disorder (SUD), but its effects are understudied. We aimed to identify polysubstance use patterns over time and assess their associations with HIV disease severity.

METHOD

In 233 PWH with current or past SUD, latent class analysis identified polysubstance use patterns based on the Alcohol Use Disorders Identification Test-Consumption and past-30-day use of cannabis, cocaine, opioids, and tranquilizers at baseline. We categorized changes in use patterns and tested associations between those changes and CD4 count and HIV viral suppression at 12 months in linear and logistic regressions.

RESULTS

Three patterns were identified at baseline: 18% did not use any substance (NONE--a priori defined); 63% used mostly cannabis and alcohol (CA); and 19% used opioids along with other drugs, including cocaine, tranquilizers, cannabis, and alcohol (MULTI). At 12 months, 40% moved from a high to a lower substance use class (MULTI to CA, either to NONE) or remained as NONE, 43% were in CA both times and 17% increased (NONE to CA, either to MULTI) or remained as MULTI. The adjusted mean CD4 count (for baseline covariates and baseline CD4 count) was significantly lower among participants increasing or remaining in MULTI (523, 95% CI [448, 598], cells/mm3) compared with those who decreased/abstained throughout (607, 95% CI [552, 663], = .02). No significant difference was observed for HIV viral suppression.

CONCLUSIONS

We identified distinct polysubstance use patterns among PWH with SUD: cannabis/alcohol and opioids with alcohol and other drugs. Changes over time toward fewer substances/no use were associated with lower HIV disease severity based on CD4 count but not based on HIV viral suppression.

摘要

目的

在感染艾滋病毒(HIV)的人群和有物质使用障碍(SUD)的人群中,多物质使用较为常见,但对其影响的研究还不够充分。我们旨在确定随时间推移的多物质使用模式,并评估其与 HIV 疾病严重程度的关联。

方法

在 233 名有当前或过去 SUD 的 HIV 感染者中,基于基线时酒精使用障碍识别测试-消费和过去 30 天使用大麻、可卡因、阿片类药物和镇静剂的情况,采用潜在类别分析确定多物质使用模式。我们对使用模式的变化进行了分类,并在线性和逻辑回归中检验了这些变化与 12 个月时 CD4 计数和 HIV 病毒抑制之间的关联。

结果

在基线时确定了三种模式:18%的人未使用任何物质(无物质,即预先定义);63%的人主要使用大麻和酒精(CA);19%的人同时使用阿片类药物和其他药物,包括可卡因、镇静剂、大麻和酒精(多物质)。在 12 个月时,40%的人从高物质使用类别转移到低物质使用类别(多物质到 CA,或者到无物质)或保持无物质状态,43%的人两次都处于 CA 状态,17%的人增加(无物质到 CA,或者到多物质)或保持多物质状态。(对于基线协变量和基线 CD4 计数)调整后的平均 CD4 计数在增加或保持多物质状态的参与者中明显较低(523,95%置信区间[448,598],细胞/mm3),而在整个过程中减少/禁欲的参与者中则较高(607,95%置信区间[552,663], =.02)。在 HIV 病毒抑制方面未观察到显著差异。

结论

我们在有 SUD 的 HIV 感染者中确定了不同的多物质使用模式:大麻/酒精和阿片类药物与酒精和其他药物。随着时间的推移,向较少物质/无使用的转变与 CD4 计数上较低的 HIV 疾病严重程度相关,但与 HIV 病毒抑制无关。

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