Evidence map›Paper›PMID 39952169›Full record

ArticleDrug and alcohol dependence2025

Longitudinal patterns and predictors of opioid and stimulant use initiation and cessation among female sex workers living with HIV in South Africa.

Catherine G Schluth, Joseph G Rosen, Mfezi Mcingana, Katherine B Rucinski, Justin R Knox, Carly A Comins, Joel Steingo, Lillian Shipp, Siyanda Makama, Deliwe R Phetlhu and 4 more

Abstract read
In one paragraph

Article in Drug and alcohol dependence, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Catherine G SchluthJohns Hopkins Bloomberg School of Public Health, Department of Epidemiology, Baltimore, United States. Electronic address: cschlut4@jh.edu.
Joseph G RosenJohns Hopkins Bloomberg School of Public Health, Department of International Health, Baltimore, United States.
Mfezi McinganaTB HIV Care, Cape Town, South Africa.
Katherine B RucinskiJohns Hopkins Bloomberg School of Public Health, Department of International Health, Baltimore, United States.
Justin R KnoxColumbia University, HIV Center for Clinical and Behavioral Studies, New York, United States.
Carly A CominsJohns Hopkins Bloomberg School of Public Health, Department of Epidemiology, Baltimore, United States.
Joel SteingoTB HIV Care, Cape Town, South Africa.
Lillian ShippJohns Hopkins Bloomberg School of Public Health, Department of International Health, Baltimore, United States.
Siyanda MakamaTB HIV Care, Key Populations Programme, Durban, South Africa.
Deliwe R PhetlhuSefako Makgatho Health Sciences University, Department of Nursing Science, Ga-Rankuwa, South Africa.
Sharmistha MishraDepartment of Medicine, Division of Infectious Diseases, University of Toronto, Toronto, Canada.
Harry HauslerTB HIV Care, Cape Town, South Africa; University of Pretoria, Department of Family Medicine, Pretoria, South Africa.
Stefan D BaralJohns Hopkins Bloomberg School of Public Health, Department of Epidemiology, Baltimore, United States.
Sheree R SchwartzJohns Hopkins Bloomberg School of Public Health, Department of Epidemiology, Baltimore, United States.

Funding

The Brown Initiative in HIV and AIDS Clinical Research for Minority CommunitiesR25MH083620 · NIMH · MIRIAM HOSPITAL · PI NUNN, AMY STEWART · 2008 to 2025
$3.7M
Examining PrEP use, implementation preferences and the potential for social support to improve PrEP delivery and persistence among female sex workers in Durban, South AfricaR01NR016650 · NINR · JOHNS HOPKINS UNIVERSITY · PI BARAL, STEFAN DAVID · 2016 to 2020
$3.2M
Implementation Research to Optimize ART Delivery for Adolescents and Young Adults Living with HIVK01MH129226 · NIMH · JOHNS HOPKINS UNIVERSITY · PI Katherine B Rucinski · 2022 to 2026
$792k
The Siyaphambili Substance Use Study: Exploring substance use and its treatment in the context of achieving sustained ART adherence among female sex workersR21DA056304 · NIDA · JOHNS HOPKINS UNIVERSITY · PI KNOX, JUSTIN, SCHWARTZ, SHEREE RENAE · 2023 to 2024
$439k
HIV Treatment Strategies for Female Sex Workers Living with HIV in South Africa: Engagement Trajectories and Implementation DeterminantsF31MH133444 · NIMH · JOHNS HOPKINS UNIVERSITY · PI COMINS, CARLY · 2023 to 2024
$93k
NIDA NIH HHS R21 DA056304NIMH NIH HHS F31 MH133444NIMH NIH HHS K01 MH129226NIMH NIH HHS R25 MH083620NINR NIH HHS R01 NR016650
6 · The paper itself

Abstract

Female sex workers (FSW) are disproportionately impacted by HIV and substance use. Substance use has been linked to poor HIV treatment outcomes, necessitating exploration of substance use patterns - including polysubstance use - and predictors among FSW living with HIV. Data were obtained for 777 FSW living with HIV who were not virally suppressed and previously randomized to Siyaphambili, a trial of HIV treatment support strategies implemented through TB HIV Care in eThekwini, South Africa. FSW were asked about recent marijuana, opioid, stimulant, and hazardous alcohol use at enrollment and semi-annually for 18 months from June 2018-January 2022. We estimated incidence of substance use initiation/cessation post-enrollment and used Kaplan-Meier plots and lasagna plots to visualize trends. Cox proportional hazards models assessed baseline predictors of substance use initiation/cessation. Overall, 454 FSW (58.4 %) reported any opioid and/or stimulant use. Prior visit hazardous alcohol use (aHR: 0.20, 95 % CI 0.09-0.41) and prior-visit stimulant use (aHR: 2.80, 95 % CI 1.23-6.37) were negatively and positively associated with opioid initiation, respectively. Prior visit marijuana use (aHR: 1.75, 95 % CI 1.11-2.75) and opioid use (aHR: 5.31, 95 % CI 3.32-8.51) were positively associated with stimulant initiation. We found a high prevalence of substance use among FSW living with HIV that was dynamic over time, including a shared relationship between opioid and stimulant use that suggests intertwined substance use. Further investigation into the impact of polysubstance use patterns on success of HIV support strategies is needed to inform HIV treatment and harm reduction programming.

Indexed as

Central Nervous System StimulantsHIV InfectionsOpioid-Related DisordersSex WorkersSubstance-Related DisordersAdultFemaleHumansLongitudinal StudiesSouth AfricaYoung AdultCentral Nervous System StimulantsHIV careHIV treatmentSub-Saharan AfricaSubstance use

Identifiers

PMID39952169
PMCPMC12047669

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.