Evidence map›Paper›PMID 40382853›Full record

ArticleDrug and alcohol dependence2025

Patterns of drug and sexual HIV transmission risk behaviors: A latent class analyses of men and women who inject drugs and are living with HIV in Kazakhstan.

Trena I Mukherjee, Tara McCrimmon, Sholpan Primbetova, Meruyert Darisheva, Assel Terlikbayeva, Nabila El-Bassel

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. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

6 authors.

Trena I MukherjeeColumbia University Mailman School of Public Health, New York, NY, USA. Electronic address: tm2925@cumc.columbia.edu.
Tara McCrimmonColumbia University Mailman School of Public Health, New York, NY, USA.
Sholpan PrimbetovaGlobal Health Research Center of Central Asia, Almaty, Kazakhstan.
Meruyert DarishevaGlobal Health Research Center of Central Asia, Almaty, Kazakhstan.
Assel TerlikbayevaGlobal Health Research Center of Central Asia, Almaty, Kazakhstan.
Nabila El-BasselGlobal Health Research Center of Central Asia, Almaty, Kazakhstan; Columbia University School of Social Work, New York, NY, USA.

Funding

Training Program on HIV and Substance Use in the Criminal Justice SystemT32DA037801 · NIDA · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI Nabila El-Bassel, Lisa R Metsch · 2014 to 2026
$5.7M
Improving HIV Service Delivery for People who Inject Drugs in KazakhstanR01DA041063 · NIDA · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI EL-BASSEL, NABILA, GILBERT, LOUISA · 2015 to 2019
$4.7M
Global HIV Implementation Science Research Training Grant RenewalT32AI114398 · NIAID · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Yael R Hirsch-Moverman · 2014 to 2026
$4.1M
NIAID NIH HHS T32 AI114398NIDA NIH HHS R01 DA041063NIDA NIH HHS T32 DA037801
6 · The paper itself

Abstract

introductionCentral Asia has one of the fastest-growing HIV epidemics globally. Suboptimal anti-retroviral treatment (ART) coverage and viral suppression among people who inject drugs (PWID) and are living with HIV increase transmission risk to injection and sexual partners. Men and women may have distinct patterns of HIV transmission risk behaviors, but little is known about how these behaviors co-occur. This paper identifies HIV transmission risk typologies among PWID and examines associated health outcomes by sex.

methodsBetween February 2017 and June 2019, we recruited 450 men and 166 women (N = 616) PWID living with HIV in Kazakhstan. Latent class analysis identified heterogenous patterns of injection and sexual risk behaviors. Multinomial logistic regression examined how criminal-justice involvement, drug use and health outcomes varied by risk patterns.

resultsART coverage was 71 % and viral suppression was 43 %, with little variation by sex. Among men, latent classes included: No injection & Low Sexual Risk (41.8 %), Injection & Sexual Risk (36.4 %), and Low Injection & High Injection Risk (21.8 %) behaviors. Both injection risk classes were associated with higher odds of detention, drug use, and overdose. Among women, classes included: Low Injection & Sexual Risk (60.7 %), Sex Work Behaviors & Injection Risk (8.4 %), High Injection & Sexual Risk (30.7 %) behaviors. Sex Work Behaviors & Injection Risk was associated with higher odds of detention, heroin use, and verbal police harassment.

conclusionPWID living with HIV in Kazakhstan exhibit high-risk behaviors and low viral suppression. Distinct patterns by sex underscore the need for tailored harm reduction strategies and retention in HIV care.

Indexed as

HIV InfectionsRisk-TakingSexual BehaviorSubstance Abuse, IntravenousAdultFemaleHumansKazakhstanLatent Class AnalysisMaleMiddle AgedYoung AdultGenderHIV transmissionKazakhstanLatent class analysisPeople who inject drugs

Identifiers

PMID40382853
PMCPMC12119200

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.