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Rosen JG, Knox JR, Rucinski KB, Mcingana M, Mulumba N, Comins CA, Shipp L, Makama S, Beckham SW, Hausler H, Baral SD, Schwartz SR. Polysubstance Use Profiles and HIV Viremia in a South African Cohort of Female Sex Workers: A Latent Class Analysis. J Acquir Immune Defic Syndr 2024; 95:222-230. [PMID: 38032752 PMCID: PMC10922222 DOI: 10.1097/qai.0000000000003356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 09/14/2023] [Indexed: 12/02/2023]
Abstract
BACKGROUND Given intersecting social and structural factors, female sex workers (FSW) exhibit elevated risk of HIV and substance use. However, there is limited study of how distinct substance use typologies influence HIV treatment outcomes among FSW. SETTING A cross-sectional survey with objective viral load assessments of 1391 FSW enrolled into a treatment optimization-focused trial in Durban, South Africa (2018-2020). METHODS We used latent class analysis to uncover discrete patterns in past-month self-reported use of the following substances: heavy alcohol use, cannabis, cocaine, crack, ecstasy, methamphetamine, heroin, and Whoonga . We used Wald tests to identify multilevel predictors of latent class membership and multivariable mixture modeling to quantify associations of substance use classes with HIV viremia (≥50 RNA copies/mL). RESULTS Substance use (87%) and HIV viremia (62%) were highly prevalent. Latent class analysis uncovered 3 polysubstance use profiles: Heavy Alcohol Use Only (∼54%); Cannabis, Heavy Alcohol, & Crack Use (∼28%); and Whoonga & Crack Use (∼18%). Whoonga & Crack Use was associated with social and structural adversities, including homelessness, outdoor/public sex work, HIV stigma, and violence. Relative to Heavy Alcohol Use Only , HIV viremia was significantly higher in the Whoonga & Crack Use class (adjusted odds ratio 1.97, 95% confidence interval: 1.13 to 3.43), but not in the Cannabis, Heavy Alcohol, & Crack Use class (adjusted odds ratio 1.17, 95% confidence interval: 0.74 to 1.86). CONCLUSION HIV viremia differed significantly across identified polysubstance use profiles among South African FSW. Integrating drug treatment and harm reduction services into HIV treatment programs is key to improving virologic outcomes in marginalized communities.
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Affiliation(s)
- Joseph G. Rosen
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States
- Center for Public Health and Human Rights, Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States
| | - Justin R. Knox
- HIV Center for Clinical and Behavioral Studies, Columbia University, New York, New York, United States
- Department of Psychiatry, Irving Medical Center, Columbia University, New York, New York, United States
- Department of Sociomedical Sciences, Mailman School of Public Health, Columbia University, New York, New York, United States
| | - Katherine B. Rucinski
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States
- Center for Public Health and Human Rights, Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States
| | | | - Ntambue Mulumba
- Key Populations Programme, TB HIV Care, Durban, South Africa
| | - Carly A. Comins
- Center for Public Health and Human Rights, Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States
| | - Lillian Shipp
- Center for Public Health and Human Rights, Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States
| | - Siyanda Makama
- Key Populations Programme, TB HIV Care, Durban, South Africa
| | - S. Wilson Beckham
- Department of Health, Behavior, and Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States
| | - Harry Hausler
- Department of Psychiatry, Irving Medical Center, Columbia University, New York, New York, United States
- Department of Family Medicine, University of Pretoria, Pretoria, South Africa
| | - Stefan D. Baral
- Center for Public Health and Human Rights, Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States
| | - Sheree R. Schwartz
- Center for Public Health and Human Rights, Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States
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Kennedy CE, Feng X, Ssekubugu R, Rosen JG, Ssekasanvu J, Kigozi G, Serwadda D, Yeh PT, Kagaayi J, Quinn TC, Tobian AAR, Wawer MJ, Reynolds SJ, Chang LW, Grabowski MK, Nalugoda F. Population prevalence of antiretroviral therapy sharing and its association with HIV viremia in rural Uganda: a cross-sectional population-based study. J Int AIDS Soc 2023; 26:e26135. [PMID: 37705364 PMCID: PMC10500261 DOI: 10.1002/jia2.26135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 06/07/2023] [Indexed: 09/15/2023] Open
Abstract
INTRODUCTION Antiretroviral treatment (ART) sharing has been reported among fishermen and sex workers in Uganda and South Africa. However, no population-based studies have documented ART diversion prevalence (including sharing [giving/receiving], buying and selling) or its relationship with viremia among men and women living with HIV in Africa. METHODS In 2018-2020, we surveyed people living with HIV aged 15-49 years in 41 communities in the Rakai Community Cohort Study, a population-based cohort in south-central Uganda. We assessed the prevalence and correlates of self-reported lifetime and past-year ART diversion, stratifying by age and gender and documenting sources of diverted drugs. We used log-binomial regression to quantify the relationship between diversion patterns and viremia (viral load >40 copies/ml), reported as unadjusted and adjusted prevalence ratios (aPR) with 95% confidence intervals (CI). RESULTS Of 2852 people living with HIV and self-reporting current ART use, 266 (9.3%) reported lifetime ART diversion. Giving/receiving drugs were most common; few participants reported buying, and none reported selling. Men (12.9%) were more likely to report lifetime diversion than women (7.4%), with men aged 25-34 reporting high levels of sharing (18.9%). Friends were the most common sources of shared drugs, followed by spouses/sexual partners. Patterns of lifetime and past-year diversion were similar. Among participants with viral load results, 8.6% were viraemic. In adjusted analyses, people who reported only giving ART were nearly twice as likely to be viraemic than those who reported no diversion (aPR: 1.94, 95% CI: 1.10-3.44), and those reporting only receiving ART were less likely to exhibit viremia (aPR: 0.46, 95% CI: 0.12-1.79), although the latter was not statistically significant. Reporting both giving and receiving ART was not associated with viremia (aPR: 0.79, 95% CI: 0.43-1.46). Reporting buying ART, though rare, was also correlated with higher rates of viremia, but this relationship was not statistically significant (aPR: 1.98, 95% CI: 0.72-5.45). CONCLUSIONS ART sharing is common among persons reporting ART use in rural Uganda, particularly among men. Sharing ART was associated with viremia, and receiving ART may facilitate viral suppression. HIV programmes may benefit from considering ART sharing in counselling messages.
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Affiliation(s)
- Caitlin E. Kennedy
- Social and Behavioral Interventions ProgramDepartment of International HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Xinyi Feng
- Department of PathologyJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | | | - Joseph G. Rosen
- Social and Behavioral Interventions ProgramDepartment of International HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Joseph Ssekasanvu
- Department of EpidemiologyJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | | | | | - Ping Teresa Yeh
- Social and Behavioral Interventions ProgramDepartment of International HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | | | - Thomas C. Quinn
- Division of Intramural ResearchNational Institute of Allergy and Infectious DiseasesNational Institutes of HealthBethesdaMarylandUSA
- Division of Infectious DiseasesDepartment of MedicineJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | - Aaron A. R. Tobian
- Department of PathologyJohns Hopkins School of MedicineBaltimoreMarylandUSA
- Rakai Health Sciences ProgramKalisizoUganda
- Division of Infectious DiseasesDepartment of MedicineJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | - Maria J. Wawer
- Rakai Health Sciences ProgramKalisizoUganda
- Department of EpidemiologyJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | - Steven J. Reynolds
- Division of Intramural ResearchNational Institute of Allergy and Infectious DiseasesNational Institutes of HealthBethesdaMarylandUSA
- Division of Infectious DiseasesDepartment of MedicineJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | - Larry W. Chang
- Social and Behavioral Interventions ProgramDepartment of International HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Rakai Health Sciences ProgramKalisizoUganda
- Department of EpidemiologyJohns Hopkins School of MedicineBaltimoreMarylandUSA
- Division of Infectious DiseasesDepartment of MedicineJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | - M. Kate Grabowski
- Department of PathologyJohns Hopkins School of MedicineBaltimoreMarylandUSA
- Rakai Health Sciences ProgramKalisizoUganda
- Department of EpidemiologyJohns Hopkins School of MedicineBaltimoreMarylandUSA
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