Effects Of Hazardous Alcohol And Drug Use On Antiretroviral Adherence And HIV Viral Suppression: A Mediation Analysis
MOGES, T. s.; CACHAY, E. R.; QIN, H.; BAMFORD, L.; GRELOTTI, D. J.; MATHEWS, C. W.
Show abstract
BackgroundLittle is known regarding the degree to which substance and alcohol use effects on HIV viral suppression are mediated through medication adherence. We hypothesized that the total effects of such use are mediated through adherence. MethodsWe included patients with HIV (PWH) receiving care at an urban academic HIV clinic between 2014 and 2018. Eligible patients were those prescribed antiretroviral therapy who completed both patient reported outcome (PRO) questionnaires, and had subsequent plasma viral load (pVL) measurements. Measures included assessments of alcohol use (AUDIT-C), drug use (ASSIST), and self-reported adherence. Substances found in bivariate analysis to predict detectable pVL were modeled separately for mediation effects through adherence. We report natural direct (NDE) and indirect effect (NIE), marginal total effect (MTE) and percentage mediated. ResultsAmong 3125 Patients who met eligibility criteria, percentages of current use by category were: hazardous alcohol 25.8%, cannabis 27.1%, amphetamines 13.1%, inhalants 11.9%, cocaine 5.3%, sedative-hypnotics 4.5%, opioids 2.9%, and hallucinogens 2.3%. Excellent adherence was reported in 58% and 10% had detectable pVL. Except for sedatives use of other ascertained substances was significantly associated with worse adherence. Bivariate predictors of detectable pVL were [OR(95% CI)]: amphetamine use 2.4 (1.8 -3.2) and opioid use 2.3 (1.3 - 4.0). The percentage mediated by adherence was 36% for amphetamine use, 26.5% for opioid use, and 39% for multiple substance use. ConclusionUse of amphetamines, opioids, and multiple substances predicted detectable pVL. However, less than 40% of effects were mediated by self-reported adherence. SummaryWe examined adherence-mediated effects of hazardous alcohol and substance use on HIV viral suppression. Use of amphetamines, opioids, and multiple substance predicted detectable viral load, however, less than 40% of effects were mediated by self-reported antiretroviral adherence.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Drug related and psychopathological symptoms in HIV-positive men who have sex with men who inject drugs during sex (Slamsex): Data from the U-SEX GESIDA 9416 Study. 96%
- The effect of migration, location in mining or borderland areas on HIV incidence among people who use drugs attending a harm reduction programme in Myanmar, 2014-2021: a retrospective cohort study 95%
- Sexual dysfunction among Nigerian women living with HIV infection 94%
Similar papers in this journal
- Maternal PrEP use in HIV-uninfected pregnant women in South Africa: Role of Stigma in PrEP initiation, retention and adherence 95%
- Mental Bandwidth is Associated with HIV and Viral Suppression Among Low-Income Women in Philadelphia 94%
- Mental health, longitudinal ART adherence, and viral suppression among adolescents and adults living with HIV in South Africa: a cohort study 93%
Similar papers in this journal
- COVID-related Excess Missed HIV Diagnoses in the United States in 2021: Follow-up to 2020 93%
- Correlations Between Community-Level HIV Preexposure Prophylaxis Coverage and Individual-Level Sexual Behaviors among US Men Who Have Sex with Men 93%
- Trends in diabetes incidence and associated risk factors among people living with HIV in the current treatment era, 2008-2018 93%
Similar papers in this journal
- Social and structural determinants of injection drug use-associated bacterial and fungal infections: a qualitative systematic review and thematic synthesis 92%
- WITHDRAWN: Comparative effectiveness of extended release naltrexone and sublingual buprenorphine for treatment of opioid use disorder among Medicaid patients 91%
- Association of opioid use disorder with healthcare utilization and cost in a public health system 91%
Similar papers in this journal
- Assisted partner services for people who inject drugs: Index characteristics associated with untreated HIV in partners 95%
- Mortality among persons with HIV in the United States during the COVID-19 pandemic: a population-level analysis 93%
- Changes in sexual behavior, PrEP adherence, and access to sexual health services due to the COVID-19 pandemic among a cohort of PrEP-using MSM in the South 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.