Log in

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

  • Original Paper
  • Published:
AIDS and Behavior Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (Germany)

Instant access to the full article PDF.

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

  1. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  2. 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.

    Article  PubMed  Google Scholar 

  3. Public Health Agency of Canada. Summary of Key Findings from I-Track Phase 3 (2010–2012). Canada; 2012.

  4. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  5. 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.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  6. BC Centre for Excellence in HIV/AIDS. HIV Monitoring Quarterly Report 2018. http://stophivaids.ca/qmr/2018-Q1/#/bc.

  7. 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.

    Article  Google Scholar 

  8. 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.

    Google Scholar 

  9. Health Canada. Methadone Maintenance Treatment. 2002.

  10. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  11. 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.

    Article  Google Scholar 

  12. 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.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. 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.

    Article  CAS  Google Scholar 

  14. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  15. 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.

    Article  PubMed  Google Scholar 

  16. 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.

    Article  CAS  Google Scholar 

  17. 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.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  18. 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.

    Article  Google Scholar 

  19. 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.

    Article  CAS  PubMed  Google Scholar 

  20. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  21. 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.

    Article  CAS  Google Scholar 

  22. 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.

    Article  CAS  Google Scholar 

  23. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  24. 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.

    Article  CAS  PubMed  Google Scholar 

  25. Maldonado G, Greenland S. Simulation study of confounder-selection strategies. Am J Epidemiol. 1993;138(11):923–36.

    Article  CAS  PubMed  Google Scholar 

  26. 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.

    Article  Google Scholar 

  27. 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.

    Article  CAS  PubMed  Google Scholar 

  28. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  29. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  30. 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.

    Google Scholar 

  31. 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.

    Article  CAS  PubMed  Google Scholar 

  32. 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.

    Google Scholar 

  33. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  34. Strike C, Millson M, Hopkins S, Smith C. What is low threshold methadone maintenance treatment? Int J Drug Policy. 2013;24(6):e51–6.

    Article  PubMed  Google Scholar 

  35. 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.

    Article  PubMed  Google Scholar 

  36. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  37. 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.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. 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.

    Article  PubMed  Google Scholar 

  39. 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.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  40. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  41. 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.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  42. 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.

    Article  Google Scholar 

  43. Sullivan LE, Tetrault J, Bangalore D, Fiellin DA. Training HIV physicians to prescribe buprenorphine for opioid dependence. Subst Abuse. 2006;27(3):13–8.

    Article  Google Scholar 

  44. 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.

    Article  Google Scholar 

  45. Darke S. Self-report among injecting drug users: a review. Drug Alcohol Depend. 1998;51:253–63.

    Article  CAS  PubMed  Google Scholar 

Download references

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

Authors

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

Correspondence to Lindsey Richardson.

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

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

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

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10461-021-03543-y

Keywords

Navigation