The Population Impact of Eliminating Homelessness on HIV Viral Suppression among People Who Use Drugs
OBJECTIVE:
We
sought to estimate the change in viral suppression prevalence if homelessness were eliminated from a population of
HIV-infected people who use drugs (PWUD).
DESIGN:
Community-recruited
prospective cohort of HIV-infected PWUD in Vancouver, Canada. Behavioral
information was collected at baseline and linked to a province-wide HIV/AIDS
treatment database. The primary outcome was viral suppression
(<50 copies/mL) measured during subsequent routine clinical care.
METHODS:
We
employed an imputation-based marginal modelling approach. First, we used
modified Poisson regression to obtain effect estimates (adjusting for
sociodemographics, substance use, addiction treatment, and other confounders).
Then, we imputed an outcome probability for each individual while manipulating
the exposure (homelessness). Population viral
suppression prevalence under realized and "housed" scenarios were
obtained by averaging these probabilities across the population. Bootstrapping
was conducted to calculate 95% confidence limits.
RESULTS:
Of 706
individuals interviewed between January 2005 and December 2015, the majority
was male (66.0%), of Caucasian race/ethnicity (55.1%), and had a history of
injection (93.6%). At first study visit, 223 (31.6%) reported recent homelessness,
and 37.8% were subsequently identified as virally suppressed. Adjusted marginal
models estimated a 15.1% relative increase (95%CI: 9.0%, 21.7%) in viral
suppression in the entire population-to 43.5% (95%CI: 39.4%, 48.2%)-if all homeless individuals were housed. Among those homeless,
eliminating this exposure would increase viral suppression from 22.0% to 40.1%
(95%CI: 35.1%, 46.1%), an 82.3% relative increase.
CONCLUSIONS:
Interventions
to house homeless, HIV-positive individuals who use drugs
could significantly increase population viral suppression. Such interventions
should be implemented as a part of renewed HIV/AIDS prevention and treatment
efforts.
- 1Department of Epidemiology, Brown University School of Public Health, 121 South Main Street, Box G-S-121-2, Providence, RI, 02912, USA bUrban Health Research Initiative, British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608 - 1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada cFaculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC, V5A 1S6, Canada dDepartment of Medicine, University of British Columbia, St. Paul's Hospital, 608 - 1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
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