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Lim J, Russell WA, El-Sheikh M, Buckeridge DL, Panagiotoglou D. Economic evaluation of the effect of needle and syringe programs on skin, soft tissue, and vascular infections in people who inject drugs: a microsimulation modelling approach. Harm Reduct J 2024; 21:126. [PMID: 38943164 PMCID: PMC11212409 DOI: 10.1186/s12954-024-01037-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 06/14/2024] [Indexed: 07/01/2024] Open
Abstract
BACKGROUND Needle and syringe programs (NSP) are effective harm-reduction strategies against HIV and hepatitis C. Although skin, soft tissue, and vascular infections (SSTVI) are the most common morbidities in people who inject drugs (PWID), the extent to which NSP are clinically and cost-effective in relation to SSTVI in PWID remains unclear. The objective of this study was to model the clinical- and cost-effectiveness of NSP with respect to treatment of SSTVI in PWID. METHODS We performed a model-based, economic evaluation comparing a scenario with NSP to a scenario without NSP. We developed a microsimulation model to generate two cohorts of 100,000 individuals corresponding to each NSP scenario and estimated quality-adjusted life-years (QALY) and cost (in 2022 Canadian dollars) over a 5-year time horizon (1.5% per annum for costs and outcomes). To assess the clinical effectiveness of NSP, we conducted survival analysis that accounted for the recurrent use of health care services for treating SSTVI and SSTVI mortality in the presence of competing risks. RESULTS The incremental cost-effectiveness ratio associated with NSP was $70,278 per QALY, with incremental cost and QALY gains corresponding to $1207 and 0.017 QALY, respectively. Under the scenario with NSP, there were 788 fewer SSTVI deaths per 100,000 PWID, corresponding to 24% lower relative hazard of mortality from SSTVI (hazard ratio [HR] = 0.76; 95% confidence interval [CI] = 0.72-0.80). Health service utilization over the 5-year period remained lower under the scenario with NSP (outpatient: 66,511 vs. 86,879; emergency department: 9920 vs. 12,922; inpatient: 4282 vs. 5596). Relatedly, having NSP was associated with a modest reduction in the relative hazard of recurrent outpatient visits (HR = 0.96; 95% CI = 0.95-0.97) for purulent SSTVI as well as outpatient (HR = 0.88; 95% CI = 0.87-0.88) and emergency department visits (HR = 0.98; 95% CI = 0.97-0.99) for non-purulent SSTVI. CONCLUSIONS Both the individuals and the healthcare system benefit from NSP through lower risk of SSTVI mortality and prevention of recurrent outpatient and emergency department visits to treat SSTVI. The microsimulation framework provides insights into clinical and economic implications of NSP, which can serve as valuable evidence that can aid decision-making in expansion of NSP services.
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Affiliation(s)
- Jihoon Lim
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, 2001 McGill College Avenue, Suite 1200, Montreal, QC, H3A 1G1, Canada
| | - W Alton Russell
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, 2001 McGill College Avenue, Suite 1200, Montreal, QC, H3A 1G1, Canada
| | - Mariam El-Sheikh
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, 2001 McGill College Avenue, Suite 1200, Montreal, QC, H3A 1G1, Canada
| | - David L Buckeridge
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, 2001 McGill College Avenue, Suite 1200, Montreal, QC, H3A 1G1, Canada
| | - Dimitra Panagiotoglou
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, 2001 McGill College Avenue, Suite 1200, Montreal, QC, H3A 1G1, Canada.
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De Anda JA, Irvine MA, Zhang W, Salway T, Haag D, Gilbert M. Cost-effectiveness of internet-based HIV screening among gay, bisexual and other men who have sex with men (GBMSM) in Metro Vancouver, Canada. PLoS One 2023; 18:e0294628. [PMID: 38011230 PMCID: PMC10681302 DOI: 10.1371/journal.pone.0294628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 11/06/2023] [Indexed: 11/29/2023] Open
Abstract
BACKGROUND GetCheckedOnline is an internet-based screening service aiming to increase HIV testing among gay, bisexual and other men who have sex with men (GBMSM). We assessed the cost-effectiveness of GetCheckedOnline in its first implementation phase at different uptake scenarios compared to clinic-based screening services alone in Metro Vancouver, Canada. METHODS From a healthcare payer's perspective, our cost-utility analysis used an established dynamic GBMSM HIV compartmental model estimating the probability of acquiring HIV, progressing through diagnosis, disease stages and treatment over a 30-year time horizon. The base case scenario assumed 4.7% uptake of GetCheckedOnline in 2016 (remainder using clinic-based services), with 74% of high-risk and 44% of low-risk infrequent testers becoming regular testers in five years. Scenario analyses tested increased GetCheckedOnline uptake to 10% and 15%. RESULTS The cost per test for GetCheckedOnline was $29.40 compared to clinic-based services $56.92. Compared with clinic-based screening services, the projected increase in testing frequency with 4.7% uptake of GetCheckedOnline increased the costs by $329,600 (95% Credible Interval: -$498,200, $571,000) and gained 4.53 (95%CrI: 0, 9.20) quality-adjusted life years (QALYs) in a 30-year time horizon. The probability of GetCheckedOnline being cost-effective was 34% at the threshold of $50,000 per QALY, and increased to 73% at the threshold of $100,000 per QALY. The results were consistent in the other uptake scenarios. The probability of GetCheckedOnline being cost-effective became 80% at the threshold of $50,000 per QALY if assuming 5-year time horizon. CONCLUSIONS GetCheckedOnline is almost half the cost of clinic-based services on a per-test basis. However, increased access to testing should be balanced with risk profiles of patients to ensure the implementation can be a cost-effective strategy for increasing HIV screening among GBMSM in Metro Vancouver. Additional analyses are needed to understand the impact of internet-based screening including screening for other STIs and in other populations.
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Affiliation(s)
- Jose A. De Anda
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Michael A. Irvine
- Institute of Applied Mathematics, University of British Columbia, Vancouver, British Columbia, Canada
- BC Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Wei Zhang
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
- Centre for Advancing Health Outcomes, Vancouver, British Columbia, Canada
| | - Travis Salway
- BC Centre for Disease Control, Vancouver, British Columbia, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- Centre for Gender and Sexual Health Equity, Vancouver, British Columbia, Canada
| | - Devon Haag
- BC Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Mark Gilbert
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
- BC Centre for Disease Control, Vancouver, British Columbia, Canada
- Centre for Gender and Sexual Health Equity, Vancouver, British Columbia, Canada
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Abrams MP, Weiner J, Piske M, Enns B, Krebs E, Zang X, Nosyk B, Meisel ZF. Translating and disseminating a localised economic model to support implementation of the 'Ending the HIV Epidemic' initiative to public health policymakers. EVIDENCE & POLICY : A JOURNAL OF RESEARCH, DEBATE AND PRACTICE 2023; 19:554-571. [PMID: 38313044 PMCID: PMC10836837 DOI: 10.1332/174426421x16875142087569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/06/2024]
Abstract
Background Despite significant progress in HIV treatment and prevention, the US remains far from its goal of 'Ending the HIV Epidemic' by 2030. Economic models using local data can synthesise the evidence to help policymakers allocate HIV resources efficiently, but persistent research-to-practice gaps remain. Little is known about how to facilitate the use of economic modelling data among local public health policymakers in real-world settings. Aims and objectives To explore the dissemination of results from a locally-calibrated economic model for HIV prevention and treatment and identify the factors influencing potential uptake of the model for public health decision making at the local level. Methods Four virtual focus groups with 26 local health department policymakers in Baltimore, Miami, Seattle, and New York City were held between July 2020 and May 2021. Qualitative content analysis of transcripts identified key themes around using the localised economic model in policy decisions. Results Participants were interested in using local data in their decisions to allocate resources for HIV prevention/treatment. Six themes emerged: 1) importance of understanding local policy context; 2) health equity considerations; 3) using evidence to support current priorities; 4) difficulty of changing strategies, even incrementally; 5) bang for the incremental buck (efficiency) vs. previous impact; and 6) community values. Conclusion and relevance To optimise acceptance and use of results from economic models, researchers should engage with local community members and public health decision makers early to understand budgetary and community priorities. Participants prioritised evidence that supports their existing strategies, considers budgets and funding streams, and improves health equity; however, real-world budget constraints and conflicting interests serve as barriers to implementing model recommendations and reaching national goals.
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Affiliation(s)
| | | | - Micah Piske
- Centre for Health Evaluation and Outcome Sciences, Canada
| | - Benjamin Enns
- Centre for Health Evaluation and Outcome Sciences, Canada
| | - Emanuel Krebs
- Centre for Health Evaluation and Outcome Sciences, Canada
| | | | - Bohdan Nosyk
- Centre for Health Evaluation and Outcome Sciences and Simon Fraser University, Canada
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Al-Mughales JA. Development and Validation of a Three-Parameter Scoring System for Monitoring HIV/AIDS Patients in Low-Resource Settings Using Hematological Parameters. HIV AIDS (Auckl) 2023; 15:599-610. [PMID: 37818243 PMCID: PMC10561757 DOI: 10.2147/hiv.s431139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 09/26/2023] [Indexed: 10/12/2023] Open
Abstract
Objective This study aimed to test the validity of a composite score using complete blood count (CBC) for monitoring HIV patients receiving antiretroviral therapy (ART) in the absence of viral load and CD4 count. Methods This retrospective cohort study analyzed the laboratory data of 82 HIV patients who had pre- and post-treatment viral load, CD4 count, and CBC data. Pre- and post-treatment data were pooled to analyze the correlation of CBC parameters with Polymerase Chain Reaction (PCR) ranks and their performance in indicating a CD4 count<200 cells/mm3 using the Operating Characteristics Curve (ROC), with the determination of cutoffs. A score combining the significant parameters was tested to predict a CD4 count of <200. Results Total lymphocyte count (TLC), percentage (TLP), and hemoglobin concentration (Hb) were the most significant parameters, showing negative correlations with PCR (Spearman's Rho = -0.357 to -0.242). The risk of acquired immunodeficiency syndrome (AIDS) was independently associated with TLC<1345 cells/mm3 (OR=2.92), TLP<29.07% (OR=3.53), and Hb<10.55 mg/dL (OR=3.60). A combined score of 2-3 indicated a CD4 count<200 with an odds ratio of 8.3-86.7. Conclusion The proposed 3-parameter score combining the use of TLC, TLP, and Hb, is an affordable and practical approach that may have clinical utility in monitoring HIV patients receiving ART in low-resource settings.
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Affiliation(s)
- Jamil A Al-Mughales
- Department of Clinical Microbiology and Immunology, King Abdul-Aziz University, Jeddah, Kingdom of Saudi Arabia
- Department of Clinical Laboratories-Diagnostic Immunology Division, King Abdul-Aziz University Hospital, Jeddah, Kingdom of Saudi Arabia
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Mital S, Kelly D, Hughes C, Nosyk B, Thavorn K, Nguyen HV. Estimated cost-effectiveness of point-of-care testing in community pharmacies vs. self-testing and standard laboratory testing for HIV. AIDS 2023; 37:1125-1135. [PMID: 36928760 DOI: 10.1097/qad.0000000000003526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Abstract
OBJECTIVE Point-of-care-testing (POCT) for HIV at community pharmacies can enhance care linkage compared with self-tests and increase testing uptake relative to standard lab testing. While the higher test uptake may increase testing costs, timely diagnosis and treatment can reduce downstream HIV treatment costs and improve health outcomes. This study provides the first evidence on the cost-effectiveness of pharmacist-led POCT vs. HIV self-testing and standard lab testing. DESIGN Dynamic transmission model. METHODS We compared three HIV testing strategies: POCT at community pharmacies; self-testing using HIV self-test kits; and standard lab testing. Analyses were conducted from the Canadian health system perspective over a 30-year time horizon for all individuals aged 15-64 years in Canada. Costs were measured in 2021 Canadian dollars and effectiveness was captured using quality-adjusted life-years (QALYs). RESULTS Compared with standard lab testing, POCT at community pharmacies would save $885 million in testing costs over 30 years. Though antiretroviral treatment costs would increase by $190 million with POCT as more persons living with HIV are identified and treated, these additional costs would be partly offset by their lower downstream healthcare utilization (savings of $150 million). POCT at community pharmacies would also yield over 5000 additional QALYs. Compared with HIV self-testing, POCT at community pharmacies would generate both higher costs and higher QALYs and would be cost-effective with an incremental cost-effectiveness ratio of $47 475 per QALY gained. CONCLUSIONS Offering POCT at community pharmacies can generate substantial cost savings and improve health outcomes compared with standard lab testing. It would also be cost-effective vs. HIV self-testing.
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Affiliation(s)
- Shweta Mital
- College of Pharmacy, University of Manitoba, Winnipeg
| | - Deborah Kelly
- School of Pharmacy, Memorial University of Newfoundland, St. John's
| | - Christine Hughes
- Faculty of Pharmacy & Pharmaceutical Sciences, University of Alberta, Edmonton
| | - Bohdan Nosyk
- Faculty of Health Sciences, Simon Fraser University, Burnaby
| | | | - Hai V Nguyen
- School of Pharmacy, Memorial University of Newfoundland, St. John's
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Schnitzler L, Evers SMAA, Jackson LJ, Paulus ATG, Roberts TE. Are intersectoral costs considered in economic evaluations of interventions relating to sexually transmitted infections (STIs)? A systematic review. BMC Public Health 2022; 22:2180. [PMID: 36434561 PMCID: PMC9701033 DOI: 10.1186/s12889-022-14484-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 10/29/2022] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND/OBJECTIVE Sexually transmitted infections (STIs) not only have an impact on the health sector but also the private resources of those affected, their families and other sectors of society (i.e. labour, education). This study aimed to i) review and identify economic evaluations of interventions relating to STIs, which aimed to include a societal perspective; ii) analyse the intersectoral costs (i.e. costs broader than healthcare) included; iii) categorise these costs by sector; and iv) assess the impact of intersectoral costs on the overall study results. METHODS Seven databases were searched: MEDLINE (PubMed), EMBASE (Ovid), Web of Science, CINAHL, PsycINFO, EconLit and NHS EED. Key search terms included terms for economic evaluation, STIs and specific infections. This review considered trial- and model-based economic evaluations conducted in an OECD member country. Studies were included that assessed intersectoral costs. Intersectoral costs were extracted and categorised by sector using Drummond's cost classification scheme (i.e. patient/family, productivity, costs in other sectors). A narrative synthesis was performed. RESULTS Twenty-nine studies qualified for data extraction and narrative synthesis. Twenty-eight studies applied a societal perspective of which 8 additionally adopted a healthcare or payer perspective, or both. One study used a modified payer perspective. The following sectors were identified: patient/family, informal care, paid labour (productivity), non-paid opportunity costs, education, and consumption. Patient/family costs were captured in 11 studies and included patient time, travel expenses, out-of-pocket costs and premature burial costs. Informal caregiver support (non-family) and unpaid help by family/friends was captured in three studies. Paid labour losses were assessed in all but three studies. Three studies also captured the costs and inability to perform non-paid work. Educational costs and future non-health consumption costs were each captured in one study. The inclusion of intersectoral costs resulted in more favourable cost estimates. CONCLUSIONS This systematic review suggests that economic evaluations of interventions relating to STIs that adopt a societal perspective tend to be limited in scope. There is an urgent need for economic evaluations to be more comprehensive in order to allow policy/decision-makers to make better-informed decisions.
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Affiliation(s)
- Lena Schnitzler
- grid.6572.60000 0004 1936 7486Health Economics Unit, Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK ,grid.5012.60000 0001 0481 6099Department of Health Services Research, Care and Public Health Research Institute (CAPHRI), Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, The Netherlands
| | - Silvia M. A. A. Evers
- grid.5012.60000 0001 0481 6099Department of Health Services Research, Care and Public Health Research Institute (CAPHRI), Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, The Netherlands ,grid.416017.50000 0001 0835 8259Trimbos Institute, Netherlands Institute of Mental Health and Addiction, Utrecht, The Netherlands
| | - Louise J. Jackson
- grid.6572.60000 0004 1936 7486Health Economics Unit, Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Aggie T. G. Paulus
- grid.5012.60000 0001 0481 6099Department of Health Services Research, Care and Public Health Research Institute (CAPHRI), Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, The Netherlands ,grid.5012.60000 0001 0481 6099School of Health Professions Education (SHE), Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, The Netherlands
| | - Tracy E. Roberts
- grid.6572.60000 0004 1936 7486Health Economics Unit, Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
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The Cost-Effectiveness of HIV/STI Prevention in High-Income Countries with Concentrated Epidemic Settings: A Scoping Review. AIDS Behav 2022; 26:2279-2298. [PMID: 35034238 PMCID: PMC9163023 DOI: 10.1007/s10461-022-03583-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/08/2022] [Indexed: 11/27/2022]
Abstract
The purpose of this scoping review is to establish the state of the art on economic evaluations in the field of HIV/STI prevention in high-income countries with concentrated epidemic settings and to assess what we know about the cost-effectiveness of different measures. We reviewed economic evaluations of HIV/STI prevention measures published in the Web of Science and Cost-Effectiveness Registry databases. We included a total of 157 studies focusing on structural, behavioural, and biomedical interventions, covering a variety of contexts, target populations and approaches. The majority of studies are based on mathematical modelling and demonstrate that the preventive measures under scrutiny are cost-effective. Interventions targeted at high-risk populations yield the most favourable results. The generalisability and transferability of the study results are limited due to the heterogeneity of the populations, settings and methods involved. Furthermore, the results depend heavily on modelling assumptions. Since evidence is unequally distributed, we discuss implications for future research.
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Martel-Laferrière V, Feaster DJ, Metsch LR, Shackman BR, Loignon C, Nosyk B, Tookes H, Behrends CN, Arruda N, Adigun O, Goyer ME, Kolber MA, Mary JF, Rodriguez AE, Yanez IG, Pan Y, Khemiri R, Gooden L, Sako A, Bruneau J. M 2HepPrEP: study protocol for a multi-site multi-setting randomized controlled trial of integrated HIV prevention and HCV care for PWID. Trials 2022; 23:341. [PMID: 35461260 PMCID: PMC9034074 DOI: 10.1186/s13063-022-06085-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 02/05/2022] [Indexed: 12/15/2022] Open
Abstract
Background Opioid use is escalating in North America and comes with a multitude of health consequences, including HIV and hepatitis C virus (HCV) outbreaks among persons who inject drugs (PWID). HIV pre-exposure prophylaxis (PrEP) and HCV treatment regimens have transformative potential to address these co-occurring epidemics. Evaluation of innovative multi-modal approaches, integrating harm reduction, opioid agonist therapy (OAT), PrEP, and HCV treatment is required. The aim of this study is to assess the effectiveness of an on-site integrated care model where delivery of PrEP and HCV treatment for PWID takes places at syringe service programs (SSP) and OAT programs compared with referring PWID to clinical services in the community through a patient navigation model and to examine how structural factors interact with HIV prevention adherence and HCV treatment outcomes. Methods The Miami-Montreal Hepatitis C and Pre-Exposure Prophylaxis trial (M2HepPrEP) is an open-label, multi-site, multi-center, randomized, controlled, superiority trial with two parallel treatment arms. A total of 500 persons who injected drugs in the prior 6 months and are eligible for PrEP will be recruited in OAT clinics and SSP in Miami, FL, and Montréal, Québec. Participants will be randomized to either on-site care, with adherence counseling, or referral to off-site clinics assisted by a patient navigator. PrEP will be offered to all participants and HCV treatment to those HCV-infected. Co-primary endpoints will be (1) adherence to pre-exposure prophylaxis medication at 6 months post-randomization and (2) HCV sustained virological response (SVR) 12 weeks post-treatment completion among participants who were randomized within the HCV stratum. Up to 100 participants will be invited to participate in a semi-structured interview regarding perceptions of adherence barriers and facilitators, after their 6-month assessment. A simulation model-based cost-effectiveness analysis will be performed to determine the comparative value of the strategies being evaluated. Discussion The results of this study have the potential to demonstrate the effectiveness and cost-effectiveness of offering PrEP and HCV treatment in healthcare venues frequently attended by PWID. Testing the intervention in two urban centers with high disease burden among PWID, but with different healthcare system dynamics, will increase generalizability of findings. Trial registration Clinicaltrials.gov NCT03981445. Trial registry name: Integrated HIV Prevention and HCV Care for PWID (M2HepPrEP). Registration date: June 10, 201. Supplementary Information The online version contains supplementary material available at 10.1186/s13063-022-06085-3.
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Affiliation(s)
- Valérie Martel-Laferrière
- Centre hospitalier de l'Université de Montréal, Montreal, Canada. .,Faculté de médecine: Université de Montréal, Montreal, Canada. .,Centre de Recherche du CHUM: Centre hospitalier de l'Université de Montréal Centre de Recherche, Montreal, Canada.
| | | | - Lisa R Metsch
- Columbia University Mailman School of Public Health, New York City, USA
| | - Bruce R Shackman
- Weill Cornell Medical College: Weill Cornell Medicine, New York City, USA
| | | | | | - Hansel Tookes
- University of Miami Miller School of Medicine, Miami, USA
| | - Czarina N Behrends
- Weill Cornell Medical College: Weill Cornell Medicine, New York City, USA
| | - Nelson Arruda
- Direction régionale de la santé publique de Montréal, Montreal, Canada
| | | | - Marie-Eve Goyer
- Faculté de médecine: Université de Montréal, Montreal, Canada
| | | | | | | | - Iveth G Yanez
- Columbia University Mailman School of Public Health, New York City, USA
| | - Yue Pan
- University of Miami Department of Public Health Sciences, Miami, USA
| | - Rania Khemiri
- Centre de Recherche du CHUM: Centre hospitalier de l'Université de Montréal Centre de Recherche, Montreal, Canada
| | - Lauren Gooden
- Columbia University Mailman School of Public Health, New York City, USA
| | - Aïssata Sako
- Centre de Recherche du CHUM: Centre hospitalier de l'Université de Montréal Centre de Recherche, Montreal, Canada
| | - Julie Bruneau
- Centre hospitalier de l'Université de Montréal, Montreal, Canada.,Faculté de médecine: Université de Montréal, Montreal, Canada.,Centre de Recherche du CHUM: Centre hospitalier de l'Université de Montréal Centre de Recherche, Montreal, Canada
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Krebs E, Enns E, Zang X, Mah CS, Quan AM, Behrends CN, Coljin C, Goedel W, Golden M, Marshall BDL, Metsch LR, Pandya A, Shoptaw S, Sullivan P, Tookes HE, Duarte HA, Min JE, Nosyk B. Attributing health benefits to preventing HIV infections versus improving health outcomes among people living with HIV: an analysis in six US cities. AIDS 2021; 35:2169-2179. [PMID: 34148987 PMCID: PMC8490299 DOI: 10.1097/qad.0000000000002993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Combination strategies generate health benefits through improved health outcomes among people living with HIV (PLHIV) and prevention of new infections. We aimed to determine health benefits attributable to improved health among PLHIV versus HIV prevention for a set of combination strategies in six US cities. DESIGN A dynamic HIV transmission model. METHODS Using a model calibrated for Atlanta, Baltimore, Los Angeles, Miami, New York City (NYC) and Seattle, we assessed the health benefits of city-specific optimal combinations of evidence-based interventions implemented at publicly documented levels and at ideal (90% coverage) scale-up (2020-2030 implementation, 20-year study period). We calculated the proportion of health benefit gains (measured as quality-adjusted life-years) resulting from averted and delayed HIV infections; improved health outcomes among PLHIV; and improved health outcomes due to medication for opioid use disorder (MOUD). RESULTS The HIV-specific proportion of total benefits ranged from 68.3% (95% credible interval: 55.3-80.0) in Seattle to 98.5% (97.5-99.3) in Miami, with the rest attributable to MOUD. The majority of HIV-specific health benefits in five of six cities were attributable HIV prevention, and ranged from 33.1% (26.1-41.1) in NYC to 83.1% (79.6-86.6) in Atlanta. Scaling up to ideal service levels resulted in three to seven-fold increases in additional health benefits, mostly from MOUD, with HIV-specific health gains primarily driven by HIV prevention. CONCLUSION Optimal combination strategies generated a larger proportion of health benefits attributable to HIV prevention in five of six cities, underlining the substantial benefits of antiretroviral therapy engagement for the prevention of HIV transmission through viral suppression. Understanding to whom benefits accrue may be important in assessing the equity and impact of HIV investments.
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Affiliation(s)
- Emanuel Krebs
- Faculty of Health Sciences, Simon Fraser University, Burnaby
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Eva Enns
- School of Public Health, University of Minnesota, Minneapolis, Minnesota
| | - Xiao Zang
- Department of Epidemiology, Brown School of Public Health, Providence, Rhode Island, USA
| | - Cassandra S Mah
- Faculty of Health Sciences, Simon Fraser University, Burnaby
| | - Amanda M Quan
- Faculty of Health Sciences, Simon Fraser University, Burnaby
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Czarina N Behrends
- Department of Population Health Sciences, Weill Cornell Medical College, New York City, New York, USA
| | - Caroline Coljin
- Department of Mathematics, Simon Fraser University, Burnaby, British Columbia, Canada
| | - William Goedel
- Department of Epidemiology, Brown School of Public Health, Providence, Rhode Island, USA
| | - Matthew Golden
- Department of Medicine, Division of Allergy & Infectious Disease, University of Washington, Seattle, Washington
| | - Brandon D L Marshall
- Department of Epidemiology, Brown School of Public Health, Providence, Rhode Island, USA
| | - Lisa R Metsch
- Department of Sociomedical Sciences, Mailman School of Public Health, Columbia University, New York, City, New York
| | - Ankur Pandya
- T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Steven Shoptaw
- Centre for HIV Identification, Prevention and Treatment Services, School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Patrick Sullivan
- Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Hansel E Tookes
- Department of Medicine, Leonard M. Miller School of Medicine, University of Miami, Coral Gables, Florida
| | - Horacio A Duarte
- School of Medicine, University of Washington, Seattle, Washington, USA
| | - Jeong E Min
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Bohdan Nosyk
- Faculty of Health Sciences, Simon Fraser University, Burnaby
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
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Wu H, Yu Q, Ma L, Zhang L, Chen Y, Guo P, Xu P. Health economics modeling of antiretroviral interventions amongst HIV serodiscordant couples. Sci Rep 2021; 11:13967. [PMID: 34234232 PMCID: PMC8263699 DOI: 10.1038/s41598-021-93443-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 06/21/2021] [Indexed: 02/05/2023] Open
Abstract
Antiretroviral treatment (ART) and pre-exposure prophylaxis (PrEP) for HIV-serodiscordant couples, effectively reduce mortality, transmission events and influence quality of life at the expense of increased costs. We aimed to evaluate health economics of antiretroviral-based strategies for HIV-serodiscordant couples in the China context. A deterministic model of HIV evolution and transmission within a cohort of serodiscordant couples was parameterized using the real-world database of Zhoukou city and published literature. We evaluated the mid-ART (a historical strategy, initiating ART with CD4 < 500 cells/mm3), early-ART (the current strategy, offering ART regardless of CD4 cell counts) and a hypothetical strategy (early-ART combined short-term daily PrEP) versus the late-ART (the baseline strategy, initiating ART with CD4 < 350 cells/mm3) offered by 2008 national guidelines. We estimated the incremental cost-effectiveness ratios (ICER) and incremental cost-utility ratios (ICUR) from a societal perspective, derived by clinical benefits and HIV-caused life quality respectively, and portrayed their changes over a 0-30 year's timeframe. The model projections indicated that the antiretroviral-based interventions were more likely to obtain clinical benefits but difficult to improve quality of life, and cumulative ICER and ICUR were generally decreasing without achieving cost-saving. Scale-up access to ART for the HIV-positive among serodiscordant couples was easily fallen within the range of paying for incremental life-years and quality adjusted life years by the societal willingness. The hypothetical strategy had the potential to prevent most seroconversion events within marriages but required enormous upfront costs, thus it took a long time to reach established thresholds. The current strategy of early-ART is the most cost-effective. Clarifying the obstacles of high cost of PrEP and improving life quality for HIV-serodiscordant couples have emerged as an urgent requisition.
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Affiliation(s)
- Haisheng Wu
- Department of Preventive Medicine, Shantou University Medical College, No. 22 Xinling Road, Shantou, 515041, China
| | - Qiuyan Yu
- Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, University Town, Wenzhou, 325035, China
| | - Liping Ma
- Hengrui Pharmaceutical Co., Ltd., No. 7 Kunlun Mountain Road, Lianyungang Economic and Technological Development Zone, Lianyungang, Jiangsu, China
| | - Lin Zhang
- Zhoukou Center for Disease Control and Prevention, No.10 Taihao Road East Section, Zhoukou, Henan, China
| | - Yuliang Chen
- Department of Preventive Medicine, Shantou University Medical College, No. 22 Xinling Road, Shantou, 515041, China
| | - Pi Guo
- Department of Preventive Medicine, Shantou University Medical College, No. 22 Xinling Road, Shantou, 515041, China.
| | - Peng Xu
- National Center for STD/AIDS Prevention and Control, Chinese Center for Disease Control and Prevention, No. 155 Changbai Road, Beijing, 102206, China.
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11
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Mathematical modelling of the influence of serosorting on the population-level HIV transmission impact of pre-exposure prophylaxis. AIDS 2021; 35:1113-1125. [PMID: 33534205 PMCID: PMC8183492 DOI: 10.1097/qad.0000000000002826] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVES HIV pre-exposure prophylaxis (PrEP) may change serosorting patterns. We examined the influence of serosorting on the population-level HIV transmission impact of PrEP, and how impact could change if PrEP users stopped serosorting. DESIGN We developed a compartmental HIV transmission model parameterized with bio-behavioural and HIV surveillance data among MSM in Canada. METHODS We separately fit the model with serosorting and without serosorting [counterfactual; sero-proportionate mixing (random partner-selection proportional to availability by HIV status)], and reproduced stable HIV epidemics with HIV-prevalence 10.3-24.8%, undiagnosed fraction 4.9-15.8% and treatment coverage 82.5-88.4%. We simulated PrEP-intervention reaching stable pre-specified coverage by year-one and compared absolute difference in relative HIV-incidence reduction 10 years post-intervention (PrEP-impact) between models with serosorting vs. sero-proportionate mixing; and counterfactual scenarios when PrEP users immediately stopped vs. continued serosorting. We examined sensitivity of results to PrEP-effectiveness (44-99%; reflecting varying dosing or adherence levels) and coverage (10-50%). RESULTS Models with serosorting predicted a larger PrEP-impact than models with sero-proportionate mixing under all PrEP-effectiveness and coverage assumptions [median (interquartile range): 8.1% (5.5-11.6%)]. PrEP users' stopping serosorting reduced PrEP-impact compared with when PrEP users continued serosorting: reductions in PrEP-impact were minimal [2.1% (1.4-3.4%)] under high PrEP-effectiveness (86-99%); however, could be considerable [10.9% (8.2-14.1%)] under low PrEP effectiveness (44%) and high coverage (30-50%). CONCLUSION Models assuming sero-proportionate mixing may underestimate population-level HIV-incidence reductions due to PrEP. PrEP-mediated changes in serosorting could lead to programmatically important reductions in PrEP-impact under low PrEP-effectiveness. Our findings suggest the need to monitor sexual mixing patterns to inform PrEP implementation and evaluation.
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12
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Zang X, Jalal H, Krebs E, Pandya A, Zhou H, Enns B, Nosyk B. Prioritizing Additional Data Collection to Reduce Decision Uncertainty in the HIV/AIDS Response in 6 US Cities: A Value of Information Analysis. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2020; 23:1534-1542. [PMID: 33248508 PMCID: PMC7705607 DOI: 10.1016/j.jval.2020.06.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 06/08/2020] [Accepted: 06/30/2020] [Indexed: 06/12/2023]
Abstract
OBJECTIVES The ambitious goals of the US Ending the HIV Epidemic initiative will require a targeted, context-specific public health response. Model-based economic evaluation provides useful guidance for decision making while characterizing decision uncertainty. We aim to quantify the value of eliminating uncertainty about different parameters in selecting combination implementation strategies to reduce the public health burden of HIV/AIDS in 6 US cities and identify future data collection priorities. METHODS We used a dynamic compartmental HIV transmission model developed for 6 US cities to evaluate the cost-effectiveness of a range of combination implementation strategies. Using a metamodeling approach with nonparametric and deep learning methods, we calculated the expected value of perfect information, representing the maximum value of further research to eliminate decision uncertainty, and the expected value of partial perfect information for key groups of parameters that would be collected together in practice. RESULTS The population expected value of perfect information ranged from $59 683 (Miami) to $54 108 679 (Los Angeles). The rank ordering of expected value of partial perfect information on key groups of parameters were largely consistent across cities and highest for parameters pertaining to HIV risk behaviors, probability of HIV transmission, health service engagement, HIV-related mortality, health utility weights, and healthcare costs. Los Angeles was an exception, where parameters on retention in pre-exposure prophylaxis ranked highest in contributing to decision uncertainty. CONCLUSIONS Funding additional data collection on HIV/AIDS may be warranted in Baltimore, Los Angeles, and New York City. Value of information analysis should be embedded into decision-making processes on funding future research and public health intervention.
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Affiliation(s)
- Xiao Zang
- BC Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Hawre Jalal
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Emanuel Krebs
- BC Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Ankur Pandya
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Cambridge, MA, USA
| | - Haoxuan Zhou
- BC Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Benjamin Enns
- BC Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Bohdan Nosyk
- BC Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada.
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13
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Card KG, Lachowsky NJ, Althoff KN, Schafer K, Hogg RS, Montaner JSG. A systematic review of the geospatial barriers to antiretroviral initiation, adherence and viral suppression among people living with HIV. Sex Health 2020; 16:1-17. [PMID: 30409243 DOI: 10.1071/sh18104] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Accepted: 07/04/2018] [Indexed: 11/23/2022]
Abstract
Background With the emergence of antiretroviral therapy (ART), Treatment as Prevention (TasP) has become the cornerstone of both HIV clinical care and HIV prevention. However, despite the efficacy of treatment-based programs and policies, structural barriers to ART initiation, adherence and viral suppression have the potential to reduce TasP effectiveness. These barriers have been studied using Geographic Information Systems (GIS). While previous reviews have examined the use of GIS for HIV testing - an essential antecedent to clinical care - to date, no reviews have summarised the research with respect to other ART-related outcomes. METHODS Therefore, the present review leveraged the PubMed database to identify studies that leveraged GIS to examine the barriers to ART initiation, adherence and viral suppression, with the overall goal of understanding how GIS has been used (and might continue to be used) to better study TasP outcomes. Joanna Briggs Institute criteria were used for the critical appraisal of included studies. RESULTS In total, 33 relevant studies were identified, excluding those not utilising explicit GIS methodology or not examining TasP-related outcomes. CONCLUSIONS Findings highlight geospatial variation in ART success and inequitable distribution of HIV care in racially segregated, economically disadvantaged, and, by some accounts, increasingly rural areas - particularly in the United States. Furthermore, this review highlights the utility and current limitations of using GIS to monitor health outcomes related to ART and the need for careful planning of resources with respect to the geospatial movement and location of people living with HIV (PLWH).
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Affiliation(s)
- Kiffer G Card
- Faculty of Health Science, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Nathan J Lachowsky
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Keri N Althoff
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Katherine Schafer
- Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Robert S Hogg
- Faculty of Health Science, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Julio S G Montaner
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
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14
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The impact of localized implementation: determining the cost-effectiveness of HIV prevention and care interventions across six United States cities. AIDS 2020; 34:447-458. [PMID: 31794521 DOI: 10.1097/qad.0000000000002455] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Effective interventions to reduce the public health burden of HIV/AIDS can vary in their ability to deliver value at different levels of scale and in different epidemiological contexts. Our objective was to determine the cost-effectiveness of HIV treatment and prevention interventions implemented at previously documented scales of delivery in six US cities with diverse HIV microepidemics. DESIGN Dynamic HIV transmission model-based cost-effectiveness analysis. METHODS We identified and estimated previously documented scale of delivery and costs for 16 evidence-based interventions from the US CDC's Compendium of Evidence-Based Interventions and Best Practices for HIV Prevention. Using a model calibrated for Atlanta, Baltimore, Los Angeles, Miami, New York City and Seattle, we estimated averted HIV infections, quality-adjusted life years (QALY) gained and incremental cost-effectiveness ratios (healthcare perspective; 3% discount rate, 2018$US), for each intervention and city (10-year implementation) compared with the status quo over a 20-year time horizon. RESULTS Increased HIV testing was cost-saving or cost-effective across cities. Targeted preexposure prophylaxis for high-risk MSM was cost-saving in Miami and cost-effective in Atlanta ($6123/QALY), Baltimore ($18 333/QALY) and Los Angeles ($86 117/QALY). Interventions designed to improve antiretroviral therapy initiation provided greater value than other treatment engagement interventions. No single intervention was projected to reduce HIV incidence by more than 10.1% in any city. CONCLUSION Combination implementation strategies should be tailored to local epidemiological contexts to provide the most value. Complementary strategies addressing factors hindering access to HIV care will be necessary to meet targets for HIV elimination in the United States.
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15
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Krebs E, Dale LM, B N. The impact of localized implementation: determining the cost-effectiveness of HIV prevention and care interventions across six United States cities. HIV SPECIALIST 2020; 12:20-27. [PMID: 32368759 PMCID: PMC7198055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Affiliation(s)
- Emanuel Krebs
- British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard St. Vancouver, British Columbia, V6Z 1Y6, Canada
| | - Laura M Dale
- British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard St. Vancouver, British Columbia, V6Z 1Y6, Canada
| | - Nosyk B
- British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard St. Vancouver, British Columbia, V6Z 1Y6, Canada
- Faculty of Health Sciences, Simon Fraser University, 8888 University Dr. Burnaby, British Columbia, V5A 1S6, Canada
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16
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Mak L, Perera D, Lang R, Kossinna P, He J, Gill MJ, Long Q, van Marle G. Evaluation of A Phylogenetic Pipeline to Examine Transmission Networks in A Canadian HIV Cohort. Microorganisms 2020; 8:E196. [PMID: 32023939 PMCID: PMC7074708 DOI: 10.3390/microorganisms8020196] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 01/23/2020] [Accepted: 01/29/2020] [Indexed: 01/08/2023] Open
Abstract
Keywords: HIV; Canada; molecular phylogenetics; viral evolution; person-to-person transmission inference; transmission network; summary statistics.
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Affiliation(s)
- Lauren Mak
- Department of Biochemistry & Molecular Biology, Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, AB T2N 4N1, Canada (P.K.)
| | - Deshan Perera
- Department of Biochemistry & Molecular Biology, Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, AB T2N 4N1, Canada (P.K.)
| | - Raynell Lang
- Department of Medicine, Cumming School of Medicine, University of Calgary and Alberta Health Services, Calgary, AB T2N 4N1, Canada
| | - Pathum Kossinna
- Department of Biochemistry & Molecular Biology, Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, AB T2N 4N1, Canada (P.K.)
| | - Jingni He
- Department of Biochemistry & Molecular Biology, Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, AB T2N 4N1, Canada (P.K.)
| | - M. John Gill
- Department of Medicine, Cumming School of Medicine, University of Calgary and Alberta Health Services, Calgary, AB T2N 4N1, Canada
| | - Quan Long
- Department of Biochemistry & Molecular Biology, Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, AB T2N 4N1, Canada (P.K.)
- Department of Medical Genetics, and Mathematics & Statistics, Alberta Children’s Hospital Research Institute, O’Brien Institute for Public Health, University of Calgary, Calgary, AB T2N 4N1, Canada
- Department of Mathematics & Statistics, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Guido van Marle
- Department of Microbiology, Immunology, and Infectious Diseases, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
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17
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Zang X, Krebs E, Min JE, Pandya A, Marshall BDL, Schackman BR, Behrends CN, Feaster DJ, Nosyk B. Development and Calibration of a Dynamic HIV Transmission Model for 6 US Cities. Med Decis Making 2019; 40:3-16. [PMID: 31865849 DOI: 10.1177/0272989x19889356] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background. Heterogeneity in HIV microepidemics across US cities necessitates locally oriented, combination implementation strategies to prioritize resources. We calibrated and validated a dynamic, compartmental HIV transmission model to establish a status quo treatment scenario, holding constant current levels of care for 6 US cities. Methods. Built off a comprehensive evidence synthesis, we adapted and extended a previously published model to replicate the transmission, progression, and clinical care for each microepidemic. We identified a common set of 17 calibration targets between 2012 and 2015 and used the Morris method to select the most influential parameters for calibration. We then applied the Nelder-Mead algorithm to iteratively calibrate the model to generate 2000 best-fitting parameter sets. Finally, model projections were internally validated with a series of robustness checks and externally validated against published estimates of HIV incidence, while the face validity of 25-year projections was assessed by a Scientific Advisory Committee (SAC). Results. We documented our process for model development, calibration, and validation to maximize its transparency and reproducibility. The projected outcomes demonstrated a good fit to calibration targets, with a mean goodness-of-fit ranging from 0.0174 (New York City [NYC]) to 0.0861 (Atlanta). Most of the incidence predictions were within the uncertainty range for 5 of the 6 cities (ranging from 21% [Miami] to 100% [NYC]), demonstrating good external validity. The face validity of the long-term projections was confirmed by our SAC, showing that the incidence would decrease or remain stable in Atlanta, Los Angeles, NYC, and Seattle while increasing in Baltimore and Miami. Discussion. This exercise provides a basis for assessing the incremental value of further investments in HIV combination implementation strategies tailored to urban HIV microepidemics.
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Affiliation(s)
- Xiao Zang
- BC Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada.,Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Emanuel Krebs
- BC Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Jeong E Min
- BC Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Ankur Pandya
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Brandon D L Marshall
- Department of Epidemiology, School of Public Health, Brown University, Providence, RI, USA
| | - Bruce R Schackman
- Department of Healthcare Policy and Research, Weill Cornell Medical College, New York City, NY, USA
| | - Czarina N Behrends
- Department of Healthcare Policy and Research, Weill Cornell Medical College, New York City, NY, USA
| | - Daniel J Feaster
- Department of Epidemiology and Public Health, Leonard M. Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Bohdan Nosyk
- BC Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada.,Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
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18
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Nosyk B, Zang X, Krebs E, Min JE, Behrends CN, Del Rio C, Dombrowski JC, Feaster DJ, Golden M, Marshall BDL, Mehta SH, Metsch LR, Schackman BR, Shoptaw S, Strathdee SA. Ending the Epidemic in America Will Not Happen if the Status Quo Continues: Modeled Projections for Human Immunodeficiency Virus Incidence in 6 US Cities. Clin Infect Dis 2019; 69:2195-2198. [PMID: 31609446 PMCID: PMC7348133 DOI: 10.1093/cid/ciz1015] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Accepted: 10/08/2019] [Indexed: 11/13/2022] Open
Abstract
We estimated 10-year (2020-2030) trajectories for human immunodeficiency virus incidence in 6 US cities. Estimated incidence will only decrease in 2 of 6 cities, with the overall population-weighted incidence decreasing 3.1% (95% credible interval [CrI], -1.0% to 8.5%) by 2025, and 4.3% (95% CrI, -2.6% to 12.7%) by 2030 across cities. Targeted, context-specific combination implementation strategies will be necessary to meet the newly established national targets.
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Affiliation(s)
- Bohdan Nosyk
- BC Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Faculty of Health Sciences, Simon Fraser University, Vancouver, British Columbia, Canada
| | - Xiao Zang
- BC Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Faculty of Health Sciences, Simon Fraser University, Vancouver, British Columbia, Canada
| | - Emanuel Krebs
- BC Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Jeong Eun Min
- BC Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Czarina N Behrends
- Department of Healthcare Policy and Research, Weill Cornell Medical College, New York, New York, USA
| | - Carlos Del Rio
- Rollins School of Public Health and Emory University School of Medicine, Atlanta, Georgia, USA
| | - Julia C Dombrowski
- Department of Medicine, Division of Allergy and Infectious Diseases, University of Washington, Seattle, Washington, USA
| | - Daniel J Feaster
- Department of Public Health Sciences, Leonard M. Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Matthew Golden
- Department of Medicine, Division of Allergy and Infectious Diseases, University of Washington, Seattle, Washington, USA
| | | | - Shruti H Mehta
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Lisa R Metsch
- Department of Sociomedical Sciences, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Bruce R Schackman
- Department of Healthcare Policy and Research, Weill Cornell Medical College, New York, New York, USA
| | - Steven Shoptaw
- School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
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19
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Krebs E, Enns B, Wang L, Zang X, Panagiotoglou D, Del Rio C, Dombrowski J, Feaster DJ, Golden M, Granich R, Marshall B, Mehta SH, Metsch L, Schackman BR, Strathdee SA, Nosyk B. Developing a dynamic HIV transmission model for 6 U.S. cities: An evidence synthesis. PLoS One 2019; 14:e0217559. [PMID: 31145752 PMCID: PMC6542533 DOI: 10.1371/journal.pone.0217559] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 05/14/2019] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Dynamic HIV transmission models can provide evidence-based guidance on optimal combination implementation strategies to treat and prevent HIV/AIDS. However, these models can be extremely data intensive, and the availability of good-quality data characterizing regional microepidemics varies substantially within and across countries. We aim to provide a comprehensive and transparent description of an evidence synthesis process and reporting framework employed to populate and calibrate a dynamic, compartmental HIV transmission model for six US cities. METHODS We executed a mixed-method evidence synthesis strategy to populate model parameters in six categories: (i) initial HIV-negative and HIV-infected populations; (ii) parameters used to calculate the probability of HIV transmission; (iii) screening, diagnosis, treatment and HIV disease progression; (iv) HIV prevention programs; (v) the costs of medical care; and (vi) health utility weights for each stage of HIV disease progression. We identified parameters that required city-specific data and stratification by gender, risk group and race/ethnicity a priori and sought out databases for primary analysis to augment our evidence synthesis. We ranked the quality of each parameter using context- and domain-specific criteria and verified sources and assumptions with our scientific advisory committee. FINDINGS To inform the 1,667 parameters needed to populate our model, we synthesized evidence from 59 peer-reviewed publications and 24 public health and surveillance reports and executed primary analyses using 11 data sets. Of these 1,667 parameters, 1,517 (91%) were city-specific and 150 (9%) were common for all cities. Notably, 1,074 (64%), 201 (12%) and 312 (19%) parameters corresponded to categories (i), (ii) and (iii), respectively. Parameters ranked as best- to moderate-quality evidence comprised 39% of the common parameters and ranged from 56%-60% across cities for the city-specific parameters. We identified variation in parameter values across cities as well as within cities across risk and race/ethnic groups. CONCLUSIONS Better integration of modelling in decision making can be achieved by systematically reporting on the evidence synthesis process that is used to populate models, and by explicitly assessing the quality of data entered into the model. The effective communication of this process can help prioritize data collection of the most informative components of local HIV prevention and care services in order to reduce decision uncertainty and strengthen model conclusions.
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Affiliation(s)
- Emanuel Krebs
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Benjamin Enns
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Linwei Wang
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Xiao Zang
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Dimitra Panagiotoglou
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Carlos Del Rio
- Hubert Department of Global Health, Emory Center for AIDS Research, Rollins School of Public Health, Emory University, Atlanta, GA, United States of America
| | - Julia Dombrowski
- Department of Medicine, Division of Allergy & Infectious Disease, adjunct in Epidemiology, University of Washington, Seattle, WA, United States of America
| | - Daniel J. Feaster
- Center for Family Studies, Department of Epidemiology and Public Health, Leonard M. Miller School of Medicine, University of Miami, Miami, FL, United States of America
| | - Matthew Golden
- Department of Medicine, Division of Allergy & Infectious Disease, adjunct in Epidemiology, University of Washington, Seattle, WA, United States of America
| | - Reuben Granich
- International Association of Providers of AIDS Care, Washington, DC, United States of America
| | - Brandon Marshall
- Department of Epidemiology, Brown School of Public Health, Providence, RI, United States of America
| | - Shruti H. Mehta
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States of America
| | - Lisa Metsch
- Department of Sociomedical Sciences, Mailman School of Public Health, Columbia University, New York, NY, United States of America
| | - Bruce R. Schackman
- Department of Healthcare Policy and Research, Weill Cornell Medical College, New York, NY, United States of America
| | - Steffanie A. Strathdee
- School of Medicine, University of California San Diego, La Jolla, CA, United States of America
| | - Bohdan Nosyk
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
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20
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Maulsby C, Jain KM, Weir BW, Enobun B, Werner M, Riordan M, Holtgrave DR. Cost-Utility of Access to Care, a National HIV Linkage, Re-engagement and Retention in Care Program. AIDS Behav 2018; 22:3734-3741. [PMID: 29302844 DOI: 10.1007/s10461-017-2015-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Linkage to HIV medical care and on-going engagement in HIV medical care are vital for ending the HIV epidemic. However, little is known about the cost-utility of HIV linkage, re-engagement and retention (LRC) in care programs. This paper presents the cost-utility analysis of Access to Care, a national HIV LRC program. Using standard methods from the US Panel on Cost-Effectiveness in Health and Medicine, we calculated the cost-utility ratio. Seven Access to Care programs were cost-effective and two were cost-saving. This study adds to a small but growing body of evidence to support the cost-effectiveness of LRC programs.
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21
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Campbell AR, Kinvig K, Côté HC, Lester RT, Qiu AQ, Maan EJ, Alimenti A, Pick N, Murray MC. Health Care Provider Utilization and Cost of an mHealth Intervention in Vulnerable People Living With HIV in Vancouver, Canada: Prospective Study. JMIR Mhealth Uhealth 2018; 6:e152. [PMID: 29986845 PMCID: PMC6056738 DOI: 10.2196/mhealth.9493] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Revised: 05/25/2018] [Accepted: 06/08/2018] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Improving adherence to combined antiretroviral therapy (cART) can be challenging, especially among vulnerable populations living with HIV. Even where cART is available free of charge, social determinants of health act as barriers to optimal adherence rates. Patient-centered approaches exploiting mobile phone communications (mHealth) have been shown to improve adherence to cART and promote achievement of suppressed HIV plasma viral loads. However, data are scarce on the health care provider (HCP) time commitments and health care costs associated with such interventions. This knowledge is needed to inform policy and programmatic implementation. OBJECTIVE The purpose of this study was to approximate the resources required and to provide an estimate of the costs associated with running an mHealth intervention program to improve medication adherence in people living with HIV (PLWH). METHODS This prospective study of HCP utilization and costs was embedded within a repeated measures effectiveness study of the WelTel short-message service (SMS) mHealth program. The study included 85 vulnerable, nonadherent PLWH in Vancouver, Canada, and resulted in improved medication adherence and HIV plasma viral load among participants. Study participants were provided mobile phones with unlimited texting (where required) and received weekly bidirectional text messages to inquire on their status for one year. A clinic nurse triaged and managed participants' responses, immediately logging all patient interactions by topic, HCP involvement, and time dedicated to addressing issues raised by participants. Interaction costs were determined in Canadian dollars based on HCP type, median salary within our health authority, and their time utilized as part of the intervention. RESULTS Participant-identified problems within text responses included health-related, social, and logistical issues. Taken together, management of problems required a median of 43 minutes (interquartile range, IQR 17-99) of HCP time per participant per year, for a median yearly cost of Can $36.72 (IQR 15.50-81.60) per participant who responded with at least one problem. The clinic nurse who monitored the texts solved or managed 65% of these issues, and the remaining were referred to a variety of other HCPs. The total intervention costs, including mobile phones, plans, and staffing were a median Can $347.74/highly vulnerable participant per year for all participants or Can $383.18/highly vulnerable participant per year for those who responded with at least one problem. CONCLUSIONS Bidirectional mHealth programs improve HIV care and treatment outcomes for PLWH. Knowledge about the HCP cost associated, here less than Can $50/year, provides stakeholders and decision makers with information relevant to determining the feasibility and sustainability of mHealth programs in a real-world setting. TRIAL REGISTRATION ClinicalTrials.gov NCT02603536; https://clinicaltrials.gov/ct2/show/NCT02603536 (Archived by WebCite at http://www.webcitation.org/70IYqKUjV).
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Affiliation(s)
- Amber R Campbell
- Division of Experimental Medicine, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
- Oak Tree Clinic, British Columbia Women's Hospital, Vancouver, BC, Canada
- Women's Health Research Institute, British Columbia Women's Hospital, Vancouver, BC, Canada
| | - Karen Kinvig
- Oak Tree Clinic, British Columbia Women's Hospital, Vancouver, BC, Canada
| | - Hélène Cf Côté
- Women's Health Research Institute, British Columbia Women's Hospital, Vancouver, BC, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
- Centre for Blood Research, University of British Columbia, Vancouver, BC, Canada
| | - Richard T Lester
- Division of Infectious Disease, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Annie Q Qiu
- Oak Tree Clinic, British Columbia Women's Hospital, Vancouver, BC, Canada
| | - Evelyn J Maan
- Oak Tree Clinic, British Columbia Women's Hospital, Vancouver, BC, Canada
- Women's Health Research Institute, British Columbia Women's Hospital, Vancouver, BC, Canada
| | - Ariane Alimenti
- Oak Tree Clinic, British Columbia Women's Hospital, Vancouver, BC, Canada
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Neora Pick
- Oak Tree Clinic, British Columbia Women's Hospital, Vancouver, BC, Canada
- Women's Health Research Institute, British Columbia Women's Hospital, Vancouver, BC, Canada
- Division of Infectious Disease, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Melanie Cm Murray
- Oak Tree Clinic, British Columbia Women's Hospital, Vancouver, BC, Canada
- Women's Health Research Institute, British Columbia Women's Hospital, Vancouver, BC, Canada
- Division of Infectious Disease, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
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22
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Wang L, Min JE, Zang X, Sereda P, Harrigan RP, Montaner JSG, Nosyk B. Characterizing Human Immunodeficiency Virus Antiretroviral Therapy Interruption and Resulting Disease Progression Using Population-Level Data in British Columbia, 1996-2015. Clin Infect Dis 2018; 65:1496-1503. [PMID: 29048508 DOI: 10.1093/cid/cix570] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Accepted: 06/28/2017] [Indexed: 11/12/2022] Open
Abstract
Background Suboptimal retention is among the biggest challenges to realize the full benefits of combination antiretroviral therapy (ART). We aimed to describe ART interruption patterns and identify determinants of disease progression while off ART in British Columbia, Canada. Methods With population-level data on ART utilization and laboratory testing in British Columbia (1996-2015), we described the timing, frequency, and duration of ART interruptions (a gap of ≥90 days in ART dispensation records). A 4-state continuous-time Markov model was implemented to identify determinants of disease progression during individuals' first ART interruption episode. Disease progression was measured according to CD4-based state transitions (cells/μL: ≥500 to 200-499; 200-499 to <200; ≥500 to death; 200-499 to death; and <200 to death). Results Among individuals initiating ART, 3129 (38.6%) interrupted ART over a median 8-year follow-up (interquartile range [IQR], 4.3-13.5 years). Those interrupting ART had a median of 1 interruption (IQR, 1.0-3.0), with the first interruption occurring 12.8 (IQR, 4.0-36.1) months after ART initiation, lasting for 7.5 (IQR, 4.1-20.3) months. The proportion of individuals interrupting ART within the first year of ART initiation decreased over time; however, the absolute number of individuals interrupting ART remained high. In a multivariable analysis, age, historical plasma viral load, and ART regimen changes prior to interruption were associated with increased hazard of CD4 decline and death. Conclusions Our results demonstrate that ART interruptions are common even in a high-resource setting with universal free access to human immunodeficiency virus care. Further efforts are needed to promote ART reengagement and may consider prioritizing individuals with poorer prognostic factors.
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Affiliation(s)
- Linwei Wang
- BC Centre for Excellence in HIV/AIDS, Vancouver
| | | | - Xiao Zang
- BC Centre for Excellence in HIV/AIDS, Vancouver
| | - Paul Sereda
- BC Centre for Excellence in HIV/AIDS, Vancouver
| | - Richard P Harrigan
- BC Centre for Excellence in HIV/AIDS, Vancouver.,Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver
| | - Julio S G Montaner
- BC Centre for Excellence in HIV/AIDS, Vancouver.,Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver
| | - Bohdan Nosyk
- BC Centre for Excellence in HIV/AIDS, Vancouver.,Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
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23
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Fraser H, Mukandavire C, Martin NK, Hickman M, Cohen MS, Miller WC, Vickerman P. HIV treatment as prevention among people who inject drugs - a re-evaluation of the evidence. Int J Epidemiol 2018; 46:466-478. [PMID: 27524816 DOI: 10.1093/ije/dyw180] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/01/2016] [Indexed: 01/01/2023] Open
Abstract
Background Population-level associations between community measures of HIV viral load and HIV incidence have been interpreted as evidence for HIV anti-retroviral treatment (ART) as prevention among people who inject drugs (PWID). However, investigation of concurrent HCV and HIV incidence trends allows examination of alternative explanations for the fall in HIV incidence. We estimate the contribution of ART and reductions in injecting risk for reducing HIV incidence in Vancouver between 1996 and 2007. Methods A deterministic model of HIV and HCV transmission among PWID was calibrated to the baseline (1996) HIV and HCV epidemic among PWID in Vancouver. While incorporating parameter uncertainty, the model projected what levels of ART protection and decreases in injecting risk could reproduce the observed reduction in HIV and HCV incidence for 1996-2007, and so what impact would have been achieved with just ART or just reductions in injecting risk. Results Model predictions suggest the estimated reduction (84%) in HCV incidence for 1996-2007 required a 59% (2.5-97.5 percentile range 49-76%) reduction in injecting risk, which accounted for nine-tenths of the observed decrease in HIV incidence; the remainder was achieved with a moderate ART efficacy for reducing sexual HIV infectivity (70%, 51-89%) and an uncertain ART efficacy for reducing injection-related HIV infectivity (44%, 0-96%). Despite this uncertainty, projections suggest that the decrease in injecting risk reduced HIV incidence by 76% (63-85%) and ART further reduced HIV incidence by 8% (2-19%), or on its own by 3% (-34-37%). Conclusions Observed declines in HIV incidence in Vancouver between 1996 and 2007 should be seen as a success for intensive harm reduction, whereas ART probably played a small role.
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Affiliation(s)
- Hannah Fraser
- School of Social and Community Medicine, University of Bristol, Bristol, UK
| | | | - Natasha K Martin
- School of Social and Community Medicine, University of Bristol, Bristol, UK
- Division of Global Public Health, University of California San Diego, CA, USA and
| | - Matthew Hickman
- School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Myron S Cohen
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - William C Miller
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Peter Vickerman
- School of Social and Community Medicine, University of Bristol, Bristol, UK
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24
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Lima VD, St-Jean M, Rozada I, Shoveller JA, Nosyk B, Hogg RS, Sereda P, Barrios R, Montaner JSG. Progress towards the United Nations 90-90-90 and 95-95-95 targets: the experience in British Columbia, Canada. J Int AIDS Soc 2018; 20. [PMID: 29130644 PMCID: PMC5810311 DOI: 10.1002/jia2.25011] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 09/25/2017] [Indexed: 12/17/2022] Open
Abstract
Introduction Antiretroviral therapy (ART) scale‐up is central to the global strategy to control the HIV/AIDS pandemic. To accelerate efforts towards ending the AIDS epidemic, the Joint United Nations Programme on HIV/AIDS released the 90‐90‐90 and 95‐95‐95 targets, which have recently been approved by the United Nations (UN). This study characterizes the province of British Columbia (BC)'s progress towards achieving the UN targets, predicts a trajectory up to 2030 according to each of the individual steps (i.e. %Diagnosed, %On ART and %Virologically Suppressed), and identifies the population sub‐groups at higher risk of not achieving these targets. Methods The analyses were based on linked individual‐level datasets of people living with HIV (PLWH) in BC, aged ≥18 months, from 2000 to 2013. Using past trends in HIV prevalence and of each individual UN targets, we forecasted these outcomes until 2030 via generalized additive models. We ran a second set of analyses to assess the associations between individual demographic and behavioural factors and each of the individual steps of the UN targets. Lastly, we performed sensitivity analyses to account for uncertainty associated with prevalence estimates and suppression definitions. Results Among the estimated 10666 PLWH in BC in 2013, 82% were diagnosed, 76% of those diagnosed were on ART and 83% of those on ART were virologically suppressed. We identified that females, PLWH aged <30 years and those with unknown risk or who self‐identify as having a history of injection drug use were the population subgroups that experienced the most challenge in engaging on ART and achieving viral suppression. Our model projections suggest that BC will achieve 90%‐91%‐90% and 97%‐99%‐97% by 2020 and 2030 respectively. Conclusions As we approach 2020, BC is rapidly moving towards achieving the UN targets. However, region‐specific challenges persist. Identification of remaining regional challenges will be essential to achieving the proposed UN targets and therefore fulfilling the promise to end AIDS as a pandemic by 2030.
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Affiliation(s)
- Viviane D Lima
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, British Columbia, Canada.,Division of AIDS, Department of Medicine, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Martin St-Jean
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - Ignacio Rozada
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - Jean A Shoveller
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, British Columbia, Canada.,School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Bohdan Nosyk
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, British Columbia, Canada.,Faculty of Heath Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Robert S Hogg
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, British Columbia, Canada.,Faculty of Heath Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Paul Sereda
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - Rolando Barrios
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, British Columbia, Canada.,Vancouver Community Health Services, Vancouver Coastal Health, Vancouver, British Columbia, Canada
| | - Julio S G Montaner
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, British Columbia, Canada.,Division of AIDS, Department of Medicine, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
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25
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Nosyk B, Min JE, Krebs E, Zang X, Compton M, Gustafson R, Barrios R, Montaner JSG. The Cost-Effectiveness of Human Immunodeficiency Virus Testing and Treatment Engagement Initiatives in British Columbia, Canada: 2011-2013. Clin Infect Dis 2018; 66:765-777. [PMID: 29028964 PMCID: PMC5850008 DOI: 10.1093/cid/cix832] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Accepted: 09/22/2017] [Indexed: 01/03/2023] Open
Abstract
Background Recognition of the secondary preventive benefits of antiretroviral therapy (ART) has mobilized global efforts to "seek, test, treat, and retain" people living with human immunodeficiency virus [HIV]/AIDS (PLHIV) in HIV care. We aimed to determine the cost-effectiveness of a set of HIV testing and treatment engagement interventions initiated in British Columbia, Canada, in 2011-2013. Methods Using a previously validated dynamic HIV transmission model, linked individual-level health administrative data for PLHIV, and aggregate-level HIV testing data, we estimated the cost-effectiveness of primary care testing (hospital, emergency department [ED], outpatient), ART initiation, and ART retention initiatives vs a counterfactual scenario that approximated the status quo. HIV incidence, mortality, costs (in 2015$CDN), quality-adjusted life years (QALYs), and incremental cost-effectiveness ratios were estimated. Analyses were executed over 5- to 25-year time horizons from a government-payer perspective. Results ED testing was the best value at $30216 per QALY gained and had the greatest impact on incidence and mortality among PLHIV, while ART initiation provided the greatest QALY gains. The ART retention initiative was not cost-effective. Delivered in combination at the observed scale and sustained throughout the study period, we estimated a 12.8% reduction in cumulative HIV incidence and a 4.7% reduction in deaths among PLHIV at $55258 per QALY gained. Results were most sensitive to uncertainty in the number of undiagnosed PLHIV. Conclusions HIV testing and ART initiation interventions were cost-effective, while the ART retention intervention was not. Developing strategies to reengage PLHIV lost to care is a priority moving forward.
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Affiliation(s)
- Bohdan Nosyk
- BC Centre for Excellence in HIV/AIDS, Vancouver
- Faculty of Health Sciences, Simon Fraser University, Burnaby
| | - Jeong E Min
- BC Centre for Excellence in HIV/AIDS, Vancouver
| | | | - Xiao Zang
- BC Centre for Excellence in HIV/AIDS, Vancouver
| | - Miranda Compton
- Vancouver Coastal Health Authority, University of British Columbia, Vancouver, British Columbia, Canada
| | - Reka Gustafson
- Vancouver Coastal Health Authority, University of British Columbia, Vancouver, British Columbia, Canada
| | - Rolando Barrios
- BC Centre for Excellence in HIV/AIDS, Vancouver
- Vancouver Coastal Health Authority, University of British Columbia, Vancouver, British Columbia, Canada
| | - Julio S G Montaner
- BC Centre for Excellence in HIV/AIDS, Vancouver
- Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
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26
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Belief in Treatment as Prevention and Its Relationship to HIV Status and Behavioral Risk. J Acquir Immune Defic Syndr 2017; 77:8-16. [PMID: 28991882 DOI: 10.1097/qai.0000000000001557] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND We evaluated attitudes toward treatment as prevention (TasP) among gay, bisexual, and other men who have sex with men (GBM) in Vancouver, Canada. METHODS Sexually active GBM, aged ≥16 years, were recruited between 2012 and 2015 using respondent-driven sampling. At each 6-month follow-up, participants completed a computer-administered questionnaire and nursing visit. Repeated-measures latent class analysis, grouped by self-reported serostatus, identified patterns of TasP endorsement by considering TasP-related awareness, attitudes, and behavior. Binary logistic regression identified covariates of class membership. Bivariate interactions with visit number identified factors associated with longitudinal changes in class membership. RESULTS A total of 774 men provided 2590 observations. Of these, 698 enrolled in the cohort, 575 had at least 1 follow-up visit. Among these, the median follow-up time was 1.98 years (Q1-Q2: 1.49-2.49 years). Repeated-measures latent class analysis identified 3 classes: "unaware" (64.2% HIV negative/unknown vs. 29.2% of HIV positive), "skeptical" (29.7% vs. 23.1%), and "believing" (6.1% vs. 47.7%). Membership in classes representing higher TasP endorsement was associated with greater odds of condomless anal sex and having more sexual partners. Age, sexual orientation, ethnicity, substance use, and social time spent with other GBM were also associated with class membership. Longitudinally, class membership was stable among HIV-positive men but shifted toward greater TasP endorsement among HIV-negative/unknown men. For HIV-negative/unknown men, increasing endorsement was positively associated with greater education, being employed, being in a relationship, and substance use and inversely associated with recent serodiscordant condomless anal sex or sexually transmitted infection diagnosis. CONCLUSIONS Over time, disparities in TasP diffusion by HIV status have lessened, although continue to persist across other key social strata.
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27
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Thomas R, Burger R, Harper A, Kanema S, Mwenge L, Vanqa N, Bell-Mandla N, Smith PC, Floyd S, Bock P, Ayles H, Beyers N, Donnell D, Fidler S, Hayes R, Hauck K. Differences in health-related quality of life between HIV-positive and HIV-negative people in Zambia and South Africa: a cross-sectional baseline survey of the HPTN 071 (PopART) trial. Lancet Glob Health 2017; 5:e1133-e1141. [PMID: 28964756 PMCID: PMC5640509 DOI: 10.1016/s2214-109x(17)30367-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Revised: 06/14/2017] [Accepted: 08/25/2017] [Indexed: 12/30/2022]
Abstract
BACKGROUND The life expectancy of HIV-positive individuals receiving antiretroviral therapy (ART) is approaching that of HIV-negative people. However, little is known about how these populations compare in terms of health-related quality of life (HRQoL). We aimed to compare HRQoL between HIV-positive and HIV-negative people in Zambia and South Africa. METHODS As part of the HPTN 071 (PopART) study, data from adults aged 18-44 years were gathered between Nov 28, 2013, and March 31, 2015, in large cross-sectional surveys of random samples of the general population in 21 communities in Zambia and South Africa. HRQoL data were collected with a standardised generic measure of health across five domains. We used β-distributed multivariable models to analyse differences in HRQoL scores between HIV-negative and HIV-positive individuals who were unaware of their status; aware, but not in HIV care; in HIV care, but who had not initiated ART; on ART for less than 5 years; and on ART for 5 years or more. We included controls for sociodemographic variables, herpes simplex virus type-2 status, and recreational drug use. FINDINGS We obtained data for 19 750 respondents in Zambia and 18 941 respondents in South Africa. Laboratory-confirmed HIV status was available for 19 330 respondents in Zambia and 18 004 respondents in South Africa; 4128 (21%) of these 19 330 respondents in Zambia and 4012 (22%) of 18 004 respondents in South Africa had laboratory-confirmed HIV. We obtained complete HRQoL information for 19 637 respondents in Zambia and 18 429 respondents in South Africa. HRQoL scores did not differ significantly between individuals who had initiated ART more than 5 years previously and HIV-negative individuals, neither in Zambia (change in mean score -0·002, 95% CI -0·01 to 0·001; p=0·219) nor in South Africa (0·000, -0·002 to 0·003; p=0·939). However, scores did differ between HIV-positive individuals who had initiated ART less than 5 years previously and HIV-negative individuals in Zambia (-0·006, 95% CI -0·008 to -0·003; p<0·0001). A large proportion of people with clinically confirmed HIV were unaware of being HIV-positive (1768 [43%] of 4128 people in Zambia and 2026 [50%] of 4012 people in South Africa) and reported good HRQoL, with no significant differences from that of HIV-negative people (change in mean HRQoL score -0·001, 95% CI -0·003 to 0·001, p=0·216; and 0·001, -0·001 to 0·001, p=0·997, respectively). In South Africa, HRQoL scores were lower in HIV-positive individuals who were aware of their status but not enrolled in HIV care (change in mean HRQoL -0·004, 95% CI -0·01 to -0·001; p=0·010) and those in HIV care but not on ART (-0·008, -0·01 to -0·004; p=0·001) than in HIV-negative people, but the magnitudes of difference were small. INTERPRETATION ART is successful in helping to reduce inequalities in HRQoL between HIV-positive and HIV-negative individuals in this general population sample. These findings highlight the importance of improving awareness of HIV status and expanding ART to prevent losses in HRQoL that occur with untreated HIV progression. The gains in HRQoL after individuals initiate ART could be substantial when scaled up to the population level. FUNDING National Institute of Allergy and Infectious Diseases, National Institute on Drug Abuse, National Institute of Mental Health, President's Emergency Plan for AIDS Relief, International Initiative for Impact Evaluation, the Bill & Melinda Gates Foundation.
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Affiliation(s)
- Ranjeeta Thomas
- Department of Infectious Disease Epidemiology, Imperial College London, London, UK.
| | - Ronelle Burger
- Department of Economics, Stellenbosch University, Stellenbosch, South Africa
| | - Abigail Harper
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Sarah Kanema
- ZAMBART Project, Ridgeway Campus, University of Zambia, Lusaka, Zambia
| | - Lawrence Mwenge
- ZAMBART Project, Ridgeway Campus, University of Zambia, Lusaka, Zambia
| | - Nosivuyile Vanqa
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Nomtha Bell-Mandla
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Peter C Smith
- Imperial College Business School, Imperial College London, London, UK
| | - Sian Floyd
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
| | - Peter Bock
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Helen Ayles
- Department of Clinical Research, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK
| | - Nulda Beyers
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Deborah Donnell
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Sarah Fidler
- Department of Medicine, Imperial College London, London, UK
| | - Richard Hayes
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
| | - Katharina Hauck
- Department of Infectious Disease Epidemiology, Imperial College London, London, UK
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Olding M, Enns B, Panagiotoglou D, Shoveller J, Harrigan PR, Barrios R, Kerr T, Montaner JSG, Nosyk B. A historical review of HIV prevention and care initiatives in British Columbia, Canada: 1996-2015. J Int AIDS Soc 2017; 20:21941. [PMID: 28953322 PMCID: PMC5640311 DOI: 10.7448/ias.20.1.21941] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Accepted: 08/22/2017] [Indexed: 12/02/2022] Open
Abstract
INTRODUCTION British Columbia has made significant progress in the treatment and prevention of HIV since 1996, when Highly Active Antiretroviral Therapy (HAART) became available. However, we currently lack a historical summary of HIV prevention and care interventions implemented in the province since the introduction of HAART and how they have shaped the HIV epidemic. Guided by a socio-ecological framework, we present a historical review of biomedical and health services, community and structural interventions implemented in British Columbia from 1996-2015 to prevent HIV transmission or otherwise enhance the cascade of HIV care. METHODS We constructed a historical timeline of HIV interventions implemented in BC between 1996 and 2015 by reviewing publicly available reports, guidelines and other documents from provincial health agencies, community organizations and AIDS service organizations, and by conducting searches of peer-reviewed literature through PubMed and Ovid MEDLINE. We collected further programmatic information by administering a data collection form to representatives from BC's regional health authorities and an umbrella agency representing 45 AIDS Service organizations. Using linked population-level health administrative data, we identified key phases of the HIV epidemic in British Columbia, as characterized by distinct changes in HIV incidence, HAART uptake and the provincial HIV response. RESULTS AND DISCUSSION In total, we identified 175 HIV prevention and care interventions implemented in BC from 1996 to 2015. We identify and describe four phases in BC's response to HIV/AIDS: the early HAART phase (1996-1999); the harm reduction and health service scale-up phase (2000-2005); the early Treatment as Prevention phase (2006-2009); and the STOP HIV/AIDS phase (2010-present). In doing so, we provide an overview of British Columbia's universal and centralized HIV treatment system and detail the role of community-based and provincial stakeholders in advancing innovative prevention and harm reduction approaches, as well as "seek, test, treat and retain" strategies. CONCLUSIONS The review provides valuable insight into British Columbia's HIV response, highlights emerging priorities, and may inform future efforts to evaluate the causal impact of interventions.
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Affiliation(s)
- Michelle Olding
- BC Centre for Excellence in HIV/AIDS, St. Paul’s Hospital, Vancouver, BC, Canada
| | - Ben Enns
- BC Centre for Excellence in HIV/AIDS, St. Paul’s Hospital, Vancouver, BC, Canada
| | | | - Jean Shoveller
- BC Centre for Excellence in HIV/AIDS, St. Paul’s Hospital, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - P Richard Harrigan
- BC Centre for Excellence in HIV/AIDS, St. Paul’s Hospital, Vancouver, BC, Canada
- Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Rolando Barrios
- BC Centre for Excellence in HIV/AIDS, St. Paul’s Hospital, Vancouver, BC, Canada
- Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Thomas Kerr
- BC Centre for Excellence in HIV/AIDS, St. Paul’s Hospital, Vancouver, BC, Canada
- Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Julio S. G. Montaner
- BC Centre for Excellence in HIV/AIDS, St. Paul’s Hospital, Vancouver, BC, Canada
- Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Bohdan Nosyk
- BC Centre for Excellence in HIV/AIDS, St. Paul’s Hospital, Vancouver, BC, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
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29
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Panagiotoglou D, Krebs E, Min JE, Olding M, Ahamad K, Ti L, Montaner JSG, Nosyk B. Initiating HCV treatment with direct acting agents in opioid agonist treatment: When to start for people co-infected with HIV? THE INTERNATIONAL JOURNAL OF DRUG POLICY 2017; 47:169-176. [PMID: 28578865 PMCID: PMC5798603 DOI: 10.1016/j.drugpo.2017.05.021] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 04/04/2017] [Accepted: 05/05/2017] [Indexed: 01/04/2023]
Abstract
BACKGROUND Direct acting antivirals (DAA) raise the possibility of eliminating Hepatitis C virus (HCV) among people who inject drugs (PWID). However, concerns regarding treatment retention and reinfection challenge implementation efforts. Opioid agonist treatment (OAT) provides an opportunity to engage HCV-positive PWID into DAA-based treatment. Our objective was to identify when OAT adherence sufficiently improved to inform DAA initiation in OAT settings, assuming continuous OAT retention for at least twelve weeks is necessary to complete the DAA treatment course. METHODS This was a retrospective cohort study of HCV/HIV co-infected PWID from a population-level linked administrative database of people diagnosed and living with HIV in British Columbia, Canada between 01/1996 and 12/2013. We used monthly follow-up data after initial OAT entry and considered the effects of demographics, disease severity, and HIV and OAT treatment characteristics over time on the probability of subsequent OAT retention of ≥12 weeks, and ≥8 weeks for sensitivity analysis. We fit a generalized linear mixed model to the overall study population, and on stratified samples of those continuously engaged on combination antiretroviral therapy (≥95% ART adherence). A set of monthly indicator variables (months 1, …, 7, >7) were included to fulfil the study objective. RESULTS Our study included 1427 HCV/HIV co-infected PWID (39.0% female, 68.8% OAT-naïve). The odds of subsequent twelve-week retention in OAT were statistically significantly greater in month 3 versus month 1 (adjusted odds ratio: 1.18; 95% confidence interval: 1.02, 1.37); and the odds of subsequent 8-week retention in OAT were statistically significantly greater in month 2 versus month 1 (1.15, 95% CI: 1.02, 1.31). Among continuously ART-adherent individuals, the odds of subsequent twelve-week retention were not statistically significantly greater than in month 1 (month 2: 1.12 (0.82, 1.51); month 3: 1.08 (0.79, 1.47); month 4: 1.24 (0.91, 1.71)). CONCLUSION We provide evidence that among HCV/HIV co-infected PWID, those retained in OAT for three or more months had higher odds of completing an additional twelve weeks of OAT, compared to no difference in those already receiving ART. These data may have implications for adherence to DAA therapy and further studies are needed to understand the optimal timing of DAA therapy in PWID receiving and not receiving OAT.
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Affiliation(s)
| | - Emanuel Krebs
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Jeong Eun Min
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | | | - Keith Ahamad
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada; Department of Family Medicine, Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Lianping Ti
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Julio S G Montaner
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Bohdan Nosyk
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
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Nosyk B, Zang X, Min JE, Krebs E, Lima VD, Milloy MJ, Shoveller J, Barrios R, Harrigan PR, Kerr T, Wood E, Montaner JSG. Relative effects of antiretroviral therapy and harm reduction initiatives on HIV incidence in British Columbia, Canada, 1996-2013: a modelling study. Lancet HIV 2017; 4:e303-e310. [PMID: 28366707 PMCID: PMC5494273 DOI: 10.1016/s2352-3018(17)30045-0] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Revised: 01/16/2017] [Accepted: 01/20/2017] [Indexed: 12/14/2022]
Abstract
BACKGROUND Antiretroviral therapy (ART) and harm reduction services have been cited as key contributors to control of HIV epidemics; however, the specific contribution of ART has been questioned due to uncertainty of its true efficacy on HIV transmission through needle sharing. We aimed to isolate the independent effects of harm reduction services (opioid agonist treatment uptake and needle distribution volumes) and ART on HIV transmission via needle sharing in British Columbia, Canada, from 1996 to 2013. METHODS We used comprehensive linked individual health administrative and registry data for the population of diagnosed people living with HIV in British Columbia to populate a dynamic, compartmental transmission model to simulate the HIV/AIDS epidemic in British Columbia from 1996 to 2013. We estimated HIV incidence, mortality, and quality-adjusted life-years (QALYs). We also estimated scenarios designed to isolate the independent effects of harm reduction services and ART, assuming 50% (10-90%) efficacy, in reducing HIV incidence through needle sharing, and we investigated structural and parameter uncertainty. FINDINGS We estimate that 3204 (upper bound-lower bound 2402-4589) incident HIV cases were averted between 1996 and 2013 as a result of the combined effect of the expansion of harm reduction services and ART coverage on HIV transmission via needle sharing. In a hypothetical scenario assuming ART had zero effect on transmission through needle sharing, we estimated harm reduction services alone would have accounted for 77% (upper bound-lower bound 62-95%) of averted HIV incidence. In a separate hypothetical scenario where harm reduction services remained at 1996 levels, we estimated ART alone would have accounted for 44% (10-67%) of averted HIV incidence. As a result of high distribution volumes, needle distribution predominantly accounted for incidence reductions attributable to harm reduction but opioid agonist treatment provided substantially greater QALY gains. INTERPRETATION If the true efficacy of ART in preventing HIV transmission through needle sharing is closer to its efficacy in sexual transmission, ART's effect on incident cases averted could be greater than that of harm reduction. Nonetheless, harm reduction services had a vital role in reducing HIV incidence in British Columbia, and should be viewed as essential and cost-effective tools in combination implementation strategies to reduce the public health and economic burden of HIV/AIDS. FUNDING BC Ministry of Health; National Institutes of Health (R01DA041747); Genome Canada (142HIV).
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Affiliation(s)
- Bohdan Nosyk
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.
| | - Xiao Zang
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Jeong E Min
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada
| | - Emanuel Krebs
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada
| | - Viviane D Lima
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - M-J Milloy
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Jean Shoveller
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada; School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Rolando Barrios
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - P Richard Harrigan
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Thomas Kerr
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Evan Wood
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Julio S G Montaner
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
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Montaner J, Rojo P, Anand T, Rockstroh J. Highlights of the International Congress on Drug Therapy in HIV Infection, 23-26 October 2016, Glasgow, UK. J Virus Erad 2017; 3:97-100. [PMID: 28435695 PMCID: PMC5384274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Julio Montaner
- British Columbia Centre for Excellence in HIV/AIDS,
Vancouver,
BC,
Canada
| | - Pablo Rojo
- Department of Pediatrics,
Hospital 12 de Octubre,
Madrid,
Spain
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Montaner J, Rojo P, Anand T, Rockstroh J. Highlights of the International Congress on Drug Therapy in HIV Infection, 23–26 October 2016, Glasgow, UK. J Virus Erad 2017. [DOI: 10.1016/s2055-6640(20)30290-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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Zang X, Tang H, Min JE, Gu D, Montaner JSG, Wu Z, Nosyk B. Cost-Effectiveness of the 'One4All' HIV Linkage Intervention in Guangxi Zhuang Autonomous Region, China. PLoS One 2016; 11:e0167308. [PMID: 27893864 PMCID: PMC5125690 DOI: 10.1371/journal.pone.0167308] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 11/13/2016] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND In Guangxi Zhuang Autonomous Region, China, an estimated 80% of newly-identified antiretroviral therapy (ART)-eligible patients are not engaged in ART. Delayed ART uptake ultimately translates into high rates of HIV morbidity, mortality, and transmission. To enhance HIV testing receipt and subsequent treatment uptake in Guangxi, the Chinese Center for Disease Control and Prevention (CDC) executed a cluster-randomized trial to assess the effectiveness and cost-effectiveness of a streamlined HIV testing algorithm (the One4All intervention) in 12 county-level hospitals. OBJECTIVE To determine the incremental cost-effectiveness of the One4All intervention delivered at county hospitals in Guangxi, China, compared to the current standard of care (SOC). PERSPECTIVE Health System. TIME HORIZON 1-, 5-and 25-years. METHODS We adapted a dynamic, compartmental HIV transmission model to simulate HIV transmission and progression in Guangxi, China and identify the economic impact and health benefits of implementing the One4All intervention in all Guangxi hospitals. The One4All intervention algorithm entails rapid point-of-care HIV screening, CD4 and viral load testing of individuals presenting for HIV screening, with same-day results and linkage to counselling. We populated the model with data from the One4All trial (CTN-0056), China CDC HIV registry and published reports. Model outcomes were HIV incidence, mortality, costs, quality-adjusted life years (QALYs), and the incremental cost-effectiveness ratio (ICER) of the One4All intervention compared to SOC. RESULTS The One4All testing intervention was more costly than SOC (CNY 2,182 vs. CNY 846), but facilitated earlier ART access, resulting in delayed disease progression and mortality. Over a 25-year time horizon, we estimated that introducing One4All in Guangxi would result in 802 averted HIV cases and 1629 averted deaths at an ICER of CNY 11,678 per QALY gained. Sensitivity analysis revealed that One4All remained cost-effective at even minimal levels of effectiveness. Results were robust to changes to a range of parameters characterizing the HIV epidemic over time. CONCLUSIONS The One4All HIV testing strategy was highly cost-effective by WHO standards, and should be prioritized for widespread implementation in Guangxi, China. Integrating the intervention within a broader combination prevention strategy would enhance the public health response to HIV/AIDS in Guangxi.
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Affiliation(s)
- Xiao Zang
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Houlin Tang
- The National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Jeong Eun Min
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Diane Gu
- The National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Julio S. G. Montaner
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Zunyou Wu
- The National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Bohdan Nosyk
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- * E-mail:
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Nishijima T, Takano M, Matsumoto S, Koyama M, Sugino Y, Ogane M, Ikeda K, Kikuchi Y, Oka S, Gatanaga H. What Triggers a Diagnosis of HIV Infection in the Tokyo Metropolitan Area? Implications for Preventing the Spread of HIV Infection in Japan. PLoS One 2015; 10:e0143874. [PMID: 26606382 PMCID: PMC4659593 DOI: 10.1371/journal.pone.0143874] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2015] [Accepted: 11/10/2015] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Japan has not succeeded in reducing the annual number of new HIV-infected patients, although the prevalence of HIV infection is low (0.02%). METHODS A single-center observational study was conducted at the largest HIV clinic in Tokyo, which treats 15% of the total patients in Japan, to determine the reasons for having diagnostic tests in newly infected individuals. HIV-infected patients who visited our clinic for the first time between 2011 and 2014 were analyzed. RESULTS The 598 study patients comprised one-third of the total reported number of new patients in Tokyo during the study period. 76% were Japanese MSM. The reasons for being tested which led to the diagnosis was voluntary testing in 32%, existing diseases in 53% (AIDS-defining diseases in 22%, sexually transmitted infections (STI) in 8%, diseases other than AIDS or STIs in 23%) and routine pre-surgery or on admission screening in 15%. 52% and 74% of the study patients and patients presented with AIDS, respectively, had never been tested. The median CD4 count in patients with history of previous testing (315/μL) was significantly higher than that of patients who had never been tested (203/μL, p<0.001). CONCLUSIONS Only 32% of the newly HIV diagnosed patients were diagnosed because of voluntary testing, and 53% were diagnosed due to presence of other diseases. These results remain unchanged from our previous report 10 years earlier (2000-2004) on newly diagnosed patients at the same clinic. HIV testing has not been widely used by newly diagnosed patients in the Tokyo metropolitan area.
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Affiliation(s)
- Takeshi Nishijima
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
- * E-mail:
| | - Misao Takano
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Shoko Matsumoto
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
- Graduate School of Public Health, Teikyo University, Tokyo, Japan
| | - Miki Koyama
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Yuko Sugino
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Miwa Ogane
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Kazuko Ikeda
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Yoshimi Kikuchi
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Shinichi Oka
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
- Center for AIDS Research, Kumamoto University, Kumamoto, Japan
| | - Hiroyuki Gatanaga
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
- Center for AIDS Research, Kumamoto University, Kumamoto, Japan
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Nosyk B, Krebs E, Min JE, Ahamad K, Buxton J, Goldsmith C, Hull M, Joe R, Krajden M, Lima VD, Olding M, Wood E, Montaner JSG. The 'Expanded HIV care in opioid substitution treatment' (EHOST) cluster-randomized, stepped-wedge trial: A study protocol. Contemp Clin Trials 2015; 45:201-209. [PMID: 26342295 DOI: 10.1016/j.cct.2015.08.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Revised: 08/28/2015] [Accepted: 08/30/2015] [Indexed: 11/18/2022]
Abstract
The public health response to HIV/AIDS has turned its focus onto optimizing health care system delivery to maximize case identification, access and sustained engagement in antiretroviral treatment (ART). Opioid Agonist Treatment (OAT) provides a critical opportunity for HIV testing and linkage to ART. The EHOST study is a cluster-randomized, stepped-wedge trial to evaluate a prescriber-focused intervention to increase HIV testing rates, and optimize ART engagement and retention outcomes among individuals engaged in OAT. The study will encompass all drug treatment clinics currently admitting patients for the treatment of opioid use disorder across the province of British Columbia, encompassing an estimated 90% of the OAT caseload. The trial will be executed over a 24-month period, with groups of clinics receiving the intervention in 6-month intervals. Evaluation of the proposed intervention's effectiveness will focus on three primary outcomes: (i) the HIV testing rate among those not known to be HIV positive; (ii) the rate of ART initiation among those not on ART; and (iii) the rate of ART continuation among those on ART. A difference-in-differences analytical framework will be applied to estimate the intervention's effect. This approach will assess site-specific changes in primary outcomes across clusters while adjusting for potential residual heterogeneity in patient case mix, volume, and quality of care across clinics. Statistical analysis of outcomes will be conducted entirely with linked population-level administrative health datasets. Facilitated by established collaborations between key stakeholders across the province, the EHOST intervention promises to optimize HIV testing and care within a marginalized and hard-to-reach population.
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Affiliation(s)
- B Nosyk
- BC Centre for Excellence in HIV/AIDS, Canada; Faculty of Health Sciences, Simon Fraser University, Canada.
| | - E Krebs
- BC Centre for Excellence in HIV/AIDS, Canada
| | - J E Min
- BC Centre for Excellence in HIV/AIDS, Canada
| | - K Ahamad
- BC Centre for Excellence in HIV/AIDS, Canada
| | - J Buxton
- BC Centre for Disease Control and Prevention, Canada; School of Population and Public Health, University of British Columbia, Canada
| | - C Goldsmith
- Faculty of Health Sciences, Simon Fraser University, Canada
| | - M Hull
- BC Centre for Excellence in HIV/AIDS, Canada; Vancouver Coastal Health Authority, Canada
| | - R Joe
- Vancouver Coastal Health Authority, Canada
| | - M Krajden
- BC Centre for Disease Control and Prevention, Canada
| | - V D Lima
- BC Centre for Excellence in HIV/AIDS, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Canada
| | - M Olding
- BC Centre for Excellence in HIV/AIDS, Canada
| | - E Wood
- BC Centre for Excellence in HIV/AIDS, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Canada
| | - J S G Montaner
- BC Centre for Excellence in HIV/AIDS, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Canada
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Pozniak A. Making the economic case for universal ART access. Lancet HIV 2015; 2:e358-9. [PMID: 26423542 DOI: 10.1016/s2352-3018(15)00133-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2015] [Accepted: 07/07/2015] [Indexed: 11/30/2022]
Affiliation(s)
- Anton Pozniak
- Chelsea and Westminster NHS Foundation Trust and Imperial College London, London, UK.
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