Abstract
A robust evidence-base describes the beneficial association between opioid agonist therapy (OAT) and HIV-related outcomes among people living with HIV and opioid use disorder. While some evidence suggests the stabilizing effect of OAT on antiretroviral therapy (ART) treatment engagement, less is understood about the potential for an inverse relationship. We sought to examine the relationship between transitions in ART engagement and transitions onto OAT. We used data from a prospective cohort of people living with HIV who use drugs in Vancouver, Canada—a setting with no-cost access to ART and low or no-cost access to OAT among low-income residents. Restricting the sample to those who reported daily or greater opioid use, we used generalized linear mixed-effects models to estimate the relationships between our primary outcome of transitions onto OAT (methadone or buprenorphine/naloxone) and transitions (1) onto ART and (2) into ART adherence. Subsequent analyses assessed the temporal sequencing of transitions. Between 2005 and 2017, among 433 participants, 48.3% reported transitioning onto OAT at least once. In concurrent analyses, transitions onto ART were positively and significantly associated with transitions onto OAT. Temporal sequencing revealed that transitions into OAT were also positively and significantly associated with subsequent transitions onto ART. OAT’s potential to facilitate the uptake of ART points to the continued need to scale-up low-threshold, client-centered substance use services integrated alongside HIV care.
Similar content being viewed by others
Availability of Data and Materials
Public sharing of data for this study is not permitted under the parameters of the research ethics approval, given potentially identifying and sensitive health and legal information. Requests for anonymized data can be made to the University of British Columbia/Providence Health Care Research Ethics Board by researchers who meet specific criteria set in the ethics approval. For further inquiries, please contact the research administration office of the British Columbia Centre on Substance Use: inquiries@bccsu.ubc.ca.
Code Availability
Not applicable.
References
Azar P, Wood E, Nguyen P, Luma M, Montaner J, Kerr T, et al. Drug use patterns associated with risk of non-adherence to antiretroviral therapy among HIV-positive illicit drug users in a Canadian setting: a longitudinal analysis. BMC Infect Dis. 2015;15:193.
Malta M, Magnanini MM, Strathdee SA, Bastos FI. Adherence to antiretroviral therapy among HIV-infected drug users: a meta-analysis. AIDS Behav. 2010;14(4):731–47.
Public Health Agency of Canada. Summary of Key Findings from I-Track Phase 3 (2010–2012). Canada; 2012.
Degenhardt L, Peacock A, Colledge S, Leung J, Grebely J, Vickerman P, et al. Global prevalence of injecting drug use and sociodemographic characteristics and prevalence of HIV, HBV, and HCV in people who inject drugs: a multistage systematic review. Lancet Glob Health. 2017;5(12):e1192–207.
Bach P, Wood E, Dong H, Guillemi S, Kerr T, Montaner J, et al. Association of patterns of methadone use with antiretroviral therapy discontinuation: a prospective cohort study. BMC Infect Dis. 2015;15:537.
BC Centre for Excellence in HIV/AIDS. HIV Monitoring Quarterly Report 2018. http://stophivaids.ca/qmr/2018-Q1/#/bc.
Bruneau J, Ahamad K, Goyer ME, Poulin G, Selby P, Fischer B, et al. Management of opioid use disorders: a national clinical practice guideline. Can Med Assoc J. 2018;190(9):E247–57.
Mattick RP, Kimber J, Breen C, Davoli M. Buprenorphine maintenance versus placebo or methadone maintenance for opioid dependence. Cochrane Database Syst Rev. 2004;3:CD0002207.
Health Canada. Methadone Maintenance Treatment. 2002.
Mazhnaya A, Marcus R, Bojko MJ, Zelenev A, Makarenko I, Pykalo I, et al. Opioid agonist treatment and improved outcomes at each stage of the HIV treatment cascade in people who inject drugs in Ukraine. J Acquir Immune Defic Syndr. 2018;79(3):288–95.
Volkow ND, Montaner J. The urgency of providing comprehensive and integrated treatment for substance abusers with HIV. Health Affairs (Project Hope). 2011;30(8):1411–9.
Low AJ, Mburu G, Welton NJ, May MT, Davies CF, French C, et al. Impact of opioid substitution therapy on antiretroviral therapy outcomes: a systematic review and meta-analysis. Clin Infect Dis. 2016;63(8):1094–104.
Nosyk B, Min JE, Colley G, Lima VD, Yip B, Milloy MJ, et al. The causal effect of opioid substitution treatment on HAART medication refill adherence. AIDS (London, England). 2015;29(8):965–73.
Linnemayr S, Glick P, Kityo C, Mugyeni P, Wagner G. Prospective cohort study of the impact of antiretroviral therapy on employment outcomes among HIV clients in Uganda. AIDS Patient Care STDS. 2013;27(12):707–14.
Beard J, Feeley F, Rosen S. Economic and quality of life outcomes of antiretroviral therapy for HIV/AIDS in develo** countries: a systematic literature review. AIDS Care. 2009;21(11):1343–56.
Palar K, Wagner G, Ghosh-Dastidar B, Mugyenyi P. Role of antiretroviral therapy in improving food security among patients initiating HIV treatment and care. AIDS (London, England). 2012;26(18):2375–81.
Rosen S, Larson B, Brennan A, Long L, Fox M, Mongwenyana C, et al. Economic outcomes of patients receiving antiretroviral therapy for HIV/AIDS in South Africa are sustained through three years on treatment. PLoS ONE. 2010;5(9):e12731.
Rosen S, Larson B, Rohr J, Sanne I, Mongwenyana C, Brennan AT, et al. Effect of antiretroviral therapy on patients’ economic well being: five-year follow-up. AIDS (London, England). 2014;28(3):417–24.
Wagner GJ, Ghosh-Dastidar B, Garnett J, Kityo C, Mugyenyi P. Impact of HIV antiretroviral therapy on depression and mental health among clients with HIV in Uganda. Psychosom Med. 2012;74(9):883–90.
Haldane V, Cervero-Liceras F, Chuah FL, Ong SE, Murphy G, Sigfrid L, et al. Integrating HIV and substance use services: a systematic review. J Int AIDS Soc. 2017;20(1):21585.
Strathdee SA, Palepu A, Cornelisse PG, Yip B, O’Shaughnessy MV, Montaner JS, et al. Barriers to use of free antiretroviral therapy in injection drug users. J Am Med Assoc. 1998;280(6):547–9.
Wood E, Hogg RS, Lima VD, Kerr T, Yip B, Marshall BD, et al. Highly active antiretroviral therapy and survival in HIV-infected injection drug users. J Am Med Assoc. 2008;300(5):550–4.
Socias ME, Wood E, Kerr T, Nolan S, Hayashi K, Nosova E, et al. Trends in engagement in the cascade of care for opioid use disorder, Vancouver, Canada, 2006–2016. Drug Alcohol Depend. 2018;189:90–5.
Milloy MJ, Wood E, Kerr T, Hogg B, Guillemi S, Harrigan PR, et al. Increased prevalence of controlled viremia and decreased rates of HIV drug resistance among HIV-positive people who use illicit drugs during a community-wide treatment-as-prevention initiative. Clin Infect Dis. 2016;62(5):640–7.
Maldonado G, Greenland S. Simulation study of confounder-selection strategies. Am J Epidemiol. 1993;138(11):923–36.
Richardson L, Kerr T, Dobrer S, Puskas C, Guillemi S, Montaner J, et al. Socioeconomic marginalization and plasma HIV-1 RNA nondetectability among individuals who use illicit drugs in a Canadian setting. AIDS (London, England). 2015;29(18):2487–95.
Jelsma J, Maclean E, Hughes J, Tinise X, Darder M. An investigation into the health-related quality of life of individuals living with HIV who are receiving HAART. AIDS Care. 2005;17(5):579–88.
Guise A, Seguin M, Mburu G, McLean S, Grenfell P, Islam Z, et al. Integrated opioid substitution therapy and HIV care: a qualitative systematic review and synthesis of client and provider experiences. AIDS Care. 2017;29(9):1119–28.
Holtzman CW, Shea JA, Glanz K, Jacobs LM, Gross R, Hines J, et al. Map** patient-identified barriers and facilitators to retention in HIV care and antiretroviral therapy adherence to Andersen’s Behavioral Model. AIDS Care. 2015;27(7):817–28.
Magaco A, Dovel K, Cataldo F, Nhassengo P, Hoffman R, Nerua L, et al. “Good health” as a barrier and facilitator to ART initiation: a qualitative study in the era of test-and-treat in Mozambique. Cult Health Sex. 2019;2019:1–15.
Mlunde LB, Sunguya BF, Mbwambo JK, Ubuguyu OS, Yasuoka J, Jimba M. Association of opioid agonist therapy with the initiation of antiretroviral therapy - a systematic review. Int J Infect Dis. 2016;46:27–33.
Mohd Salleh NA, Voon P, Karamouzian M, Milloy MJ, Richardson L. Methadone maintenance therapy service components linked to improvements in HIV care cascade outcomes: a systematic review of trials and observational studies. Drug Alcohol Depend. 2020;2020:108342.
Carter J, Zevin B, Lum PJ. Low barrier buprenorphine treatment for persons experiencing homelessness and injecting heroin in San Francisco. Addict Sci Clin Pract. 2019;14(1):20.
Strike C, Millson M, Hopkins S, Smith C. What is low threshold methadone maintenance treatment? Int J Drug Policy. 2013;24(6):e51–6.
Kourounis G, Richards BD, Kyprianou E, Symeonidou E, Malliori MM, Samartzis L. Opioid substitution therapy: lowering the treatment thresholds. Drug Alcohol Depend. 2016;161:1–8.
Scheibe A, Shelly S, Gerardy T, von Homeyer Z, Schneider A, Padayachee K, et al. Six-month retention and changes in quality of life and substance use from a low-threshold methadone maintenance therapy programme in Durban, South Africa. Addict Sci Clin Pract. 2020;15(1):13.
Yancovitz SR, Des Jarlais DC, Peyser NP, Drew E, Friedmann P, Trigg HL, et al. A randomized trial of an interim methadone maintenance clinic. Am J Public Health. 1991;81(9):1185–91.
Millson P, Challacombe L, Villeneuve PJ, Strike CJ, Fischer B, Myers T, et al. Reduction in injection-related HIV risk after 6 months in a low-threshold methadone treatment program. AIDS Educ Prev. 2007;19(2):124–36.
Langendam MW, van Brussel GH, Coutinho RA, van Ameijden EJ. The impact of harm-reduction-based methadone treatment on mortality among heroin users. Am J Public Health. 2001;91(5):774–80.
Nolan S, Hayashi K, Milloy MJ, Kerr T, Dong H, Lima VD, et al. The impact of low-threshold methadone maintenance treatment on mortality in a Canadian setting. Drug Alcohol Depend. 2015;156:57–61.
Wyse JJ, Robbins JL, McGinnis KA, Edelman EJ, Gordon AJ, Manhapra A, et al. Predictors of timely opioid agonist treatment initiation among veterans with and without HIV. Drug Alcohol Depend. 2019;198:70–5.
Watt N, Sigfrid L, Legido-Quigley H, Hogarth S, Maimaris W, Otero-Garcia L, et al. Health systems facilitators and barriers to the integration of HIV and chronic disease services: a systematic review. Health Policy Plan. 2017;32(4):13–26.
Sullivan LE, Tetrault J, Bangalore D, Fiellin DA. Training HIV physicians to prescribe buprenorphine for opioid dependence. Subst Abuse. 2006;27(3):13–8.
Jones CM, McCance-Katz EF. Characteristics and prescribing practices of clinicians recently waivered to prescribe buprenorphine for the treatment of opioid use disorder. Addiction (Abingdon, England). 2019;114(3):471–82.
Darke S. Self-report among injecting drug users: a review. Drug Alcohol Depend. 1998;51:253–63.
Acknowledgements
We would like to thank the study participants for their contributions to the research, as well as past and current researchers and staff, especially Dr. Ekaterina Novosa, Christy Zonneveld, Steve Kain and Ana Prado for their research and administrative assistance. We gratefully acknowledge the British Columbia Centre for Excellence in HIV/AIDS’ contribution of data from the Drug Treatment Programme.
Funding
This study was supported by the US National Institutes of Health (NIH; R01DA021525). Sanjana Mitra is supported by a Frederick Banting and Charles Best CIHR Doctoral Award. Lindsey Richardson and M-J Milloy are supported by New Investigator Awards from the Canadian Institutes of Health Research and Scholar Awards from the Michael Smith Foundation for Health Research (CIHR; MSH 217672, MSH 360816). Lindsey Richardson’s research is additionally supported by a CIHR Foundation Grant (FDN-154320) and the Canada Research Chairs program through a Tier II Canada Research Chair in Social Inclusion and Health Equity. M-J Milloy is additionally supported in part by NIH (U01DA021525). Seonaid Nolan is supported by a Health Professional Award from the Michael Smith Foundation for Health Research and the University of British Columbia’s Steven Diamond Professorship in Addiction Care Innovation. No funding sources were involved in the study design, data collection, analysis, or interpretation.
Author information
Authors and Affiliations
Contributions
SM: Conceptualization, Methodology, Writing—Original Draft, Cameron Grant: Formal Analysis, Data curation, Writing—Review & Editing, Seonaid Nolan: Conceptualization, Writing—Review & Editing, Nur Afiqah Mohd Salleh: Writing—Review & Editing, M-J Milloy: Investigation, Writing—Review & Editing, Funding acquisition, Lindsey Richardson: Investigation, Supervision, Conceptualization, Methodology, Writing—Review & Editing, Funding acquisition.
Corresponding author
Ethics declarations
Conflict of Interest
M-J Milloy’s institution (the University of British Columbia) has received an unstructured gift from NG Biomed Ltd., a private firm seeking a government license to produce medical cannabis, to support him. M-JM is also the Canopy Growth professor of cannabis science at the University of British Columbia, a position established by arms’ length gifts from Canopy Growth, a licensed producer of cannabis, and the Government of British Columbia’s Ministry of Mental Health and Addictions. He has no personal financial relationships (e.g., employment, stock ownership, consulting, etc.) with the cannabis industry.
Ethical Approval
This study was approved by the Providence Health Care/University of British Columbia Research Ethics Boards.
Consent to Participate
All cohort participants provided written informed consent.
Consent for Publication
Not applicable.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Mitra, S., Grant, C., Nolan, S. et al. Assessing the Temporality Between Transitions onto Opioid Agonist Therapy and Engagement with Antiretroviral Therapy in a Cohort of HIV-Positive People Who Use Opioids Daily. AIDS Behav 26, 1933–1942 (2022). https://doi.org/10.1007/s10461-021-03543-y
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10461-021-03543-y