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Dzingirai B, Katsidzira L, Mwanesani V, Postma MJ, van Hulst M, Mafirakureva N. A cost analysis of a simplified model for HCV screening and treatment at a tertiary hospital in Zimbabwe. Expert Rev Pharmacoecon Outcomes Res 2024; 24:687-695. [PMID: 38716801 DOI: 10.1080/14737167.2024.2348055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 04/19/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND The treatment of chronic hepatitis C virus (HCV) infection using directly acting antivirals was recently adopted in the treatment guidelines of Zimbabwe. The objectives of this study were to design a simplified model of HCV care and estimate the cost of screening and treatment of hepatitis C infection at a tertiary hospital in Zimbabwe. METHODS We developed a model of care for HCV using WHO 2018 guidelines for the treatment of HCV infection and expert opinion. We then performed a micro-costing to estimate the costs of implementing the model of care from the healthcare sector perspective. Deterministic and probabilistic sensitivity analyses were performed to explore the impact of uncertainty in input parameters on the estimated total cost of care. RESULTS The total cost of screening and treatment was estimated to be US$2448 (SD=$290) per patient over a 12-week treatment duration using sofosbuvir/velpatasvir. The cost of directly acting antivirals contributed 57.5% to the total cost of care. The second largest cost driver was the cost of diagnosis, US$819, contributing 34.6% to the total cost of care. CONCLUSION Screening and treatment of HCV-infected individuals using directly acting antivirals at a tertiary hospital in Zimbabwe may require substantial financial resources.
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Affiliation(s)
- Blessing Dzingirai
- Unit of Global Health, Department of Health Sciences, Üniversity of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Pharmacy and Pharmaceutical Sciences, University of Zimbabwe, Harare, Zimbabwe
| | - Leolin Katsidzira
- Department of Medicine, College of Health Sciences University of Zimbabwe, Harare, Zimbabwe
| | - Vongai Mwanesani
- Department of Pharmacy and Pharmaceutical Sciences, University of Zimbabwe, Harare, Zimbabwe
| | - Maarten Jacobus Postma
- Unit of Global Health, Department of Health Sciences, Üniversity of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Marinus van Hulst
- Unit of Global Health, Department of Health Sciences, Üniversity of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Clinical Pharmacy and Toxicology, Martini Hospital, Groningen, The Netherlands
| | - Nyashadzaishe Mafirakureva
- Health Economics and Decision Science, School of Health and Related Research, University of Sheffield, Sheffield, UK
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Wolfson-Stofko B, Hirode G, Vanderhoff A, Karkada J, Capraru C, Biondi MJ, Hansen B, Shah H, Janssen HLA, Feld JJ. Real-world hepatitis C prevalence and treatment uptake at opioid agonist therapy clinics in Ontario, Canada. J Viral Hepat 2024; 31:240-247. [PMID: 38385850 DOI: 10.1111/jvh.13931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Revised: 02/02/2024] [Accepted: 02/15/2024] [Indexed: 02/23/2024]
Abstract
Widespread screening for hepatitis C virus (HCV) is necessary for Canada to meet its HCV elimination goals by 2030. People who currently or previously injected drugs are at high risk for HCV. Opioid agonist therapy (OAT, such as methadone and buprenorphine) has been shown to help stabilize the lives of people who are opioid-dependent. The distribution of OAT in North America typically requires daily, weekly, or monthly clinic visits and presents an opportunity for engagement, screening and treatment for those at high-risk of HCV. In this study, HCV screening was conducted by staff at OAT clinics in Ontario from 2016 to 2020 and those with chronic infections were treated on-site with direct-acting antivirals. Point-of-care or dried blood spot (DBS) testing was used for antibodies, DBS or serum for HCV RNA and serum for HCV RNA at SVR12 (sustained virological response). Clinics screened 1954 people (mean age 40 years ±12, 63% male). Forty-five percent were antibody positive, of whom 64% were HCV RNA+. Eighty percent of those RNA+ set an appointment in which 99% attended. Ninety-six percent started treatment with 87% completing treatment. Sixty-eight percent of people who completed treatment submitted a sample for SVR12 testing of which 97% achieved a virological cure. Results suggest that HCV screening and treatment at OAT clinics is feasible, effective and warrants expansion. Data suggest strong treatment adherence due to high rates of SVR12 comparable with other OAT-based HCV treatment programs. The lack of SVR12 sampling could be addressed by either on-site phlebotomy or incentivizing SVR12 sampling.
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Affiliation(s)
- B Wolfson-Stofko
- Viral Hepatitis Care Network (VIRCAN), Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
- Center for Drug Use and HIV/HCV Research (CDUHR), College of Global Public Health, New York University, New York, New York, USA
| | - G Hirode
- Viral Hepatitis Care Network (VIRCAN), Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
| | - A Vanderhoff
- Viral Hepatitis Care Network (VIRCAN), Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
| | - J Karkada
- Viral Hepatitis Care Network (VIRCAN), Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
| | - C Capraru
- Viral Hepatitis Care Network (VIRCAN), Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
| | - M J Biondi
- Viral Hepatitis Care Network (VIRCAN), Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
- School of Nursing, York University, Toronto, Ontario, Canada
| | - B Hansen
- Viral Hepatitis Care Network (VIRCAN), Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
- Division of Gastroenterology & Hepatology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Epidemiology, Biostatistics, Erasmus MC University Medical Center, Rotterdam, the Netherlands
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - H Shah
- Viral Hepatitis Care Network (VIRCAN), Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
| | - H L A Janssen
- Viral Hepatitis Care Network (VIRCAN), Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
- Division of Gastroenterology & Hepatology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - J J Feld
- Viral Hepatitis Care Network (VIRCAN), Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
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Walker JG, Ivanova E, Jamil MS, Ong JJ, Easterbrook P, Fajardo E, Johnson CC, Luhmann N, Terris-Prestholt F, Vickerman P, Shilton S. Cost-effectiveness of Hepatitis C virus self-testing in four settings. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0001667. [PMID: 37018166 PMCID: PMC10075433 DOI: 10.1371/journal.pgph.0001667] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 02/20/2023] [Indexed: 04/06/2023]
Abstract
Globally, there are approximately 58 million people with chronic hepatitis C virus infection (HCV) but only 20% have been diagnosed. HCV self-testing (HCVST) could reach those who have never been tested and increase uptake of HCV testing services. We compared cost per HCV viraemic diagnosis or cure for HCVST versus facility-based HCV testing services. We used a decision analysis model with a one-year time horizon to examine the key drivers of economic cost per diagnosis or cure following the introduction of HCVST in China (men who have sex with men), Georgia (men 40-49 years), Viet Nam (people who inject drugs, PWID), and Kenya (PWID). HCV antibody (HCVAb) prevalence ranged from 1%-60% across settings. Model parameters in each setting were informed by HCV testing and treatment programmes, HIV self-testing programmes, and expert opinion. In the base case, we assume a reactive HCVST is followed by a facility-based rapid diagnostic test (RDT) and then nucleic acid testing (NAT). We assumed oral-fluid HCVST costs of $5.63/unit ($0.87-$21.43 for facility-based RDT), 62% increase in testing following HCVST introduction, 65% linkage following HCVST, and 10% replacement of facility-based testing with HCVST based on HIV studies. Parameters were varied in sensitivity analysis. Cost per HCV viraemic diagnosis without HCVST ranged from $35 2019 US dollars (Viet Nam) to $361 (Kenya). With HCVST, diagnosis increased resulting in incremental cost per diagnosis of $104 in Viet Nam, $163 in Georgia, $587 in Kenya, and $2,647 in China. Differences were driven by HCVAb prevalence. Switching to blood-based HCVST ($2.25/test), increasing uptake of HCVST and linkage to facility-based care and NAT testing, or proceeding directly to NAT testing following HCVST, reduced the cost per diagnosis. The baseline incremental cost per cure was lowest in Georgia ($1,418), similar in Viet Nam ($2,033), and Kenya ($2,566), and highest in China ($4,956). HCVST increased the number of people tested, diagnosed, and cured, but at higher cost. Introducing HCVST is more cost-effective in populations with high prevalence.
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Affiliation(s)
- Josephine G. Walker
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Elena Ivanova
- FIND, The Global Alliance for Diagnostics, Geneva, Switzerland
| | - Muhammad S. Jamil
- Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Jason J. Ong
- London School of Hygiene & Tropical Medicine, London, United Kingdom
- Central Clinical School, Monash University, Melbourne, Australia
| | - Philippa Easterbrook
- Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Emmanuel Fajardo
- FIND, The Global Alliance for Diagnostics, Geneva, Switzerland
- Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Cheryl Case Johnson
- Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Niklas Luhmann
- Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | | | - Peter Vickerman
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
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Stone J, Trickey A, Walker JG, Bivegete S, Semchuk N, Sazonova Y, Varetska O, Altice FL, Saliuk T, Vickerman P. Modelling the impact and cost-effectiveness of non-governmental organizations on HIV and HCV transmission among people who inject drugs in Ukraine. J Int AIDS Soc 2023; 26:e26073. [PMID: 37012669 PMCID: PMC10070931 DOI: 10.1002/jia2.26073] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 02/23/2023] [Indexed: 04/05/2023] Open
Abstract
INTRODUCTION People who inject drugs (PWID) in Ukraine have high prevalences of HIV and hepatitis C virus (HCV). Non-governmental organizations (NGOs) provide PWID with needles/syringes, condoms, HIV/HCV testing and linkage to opioid agonist treatment (OAT) and antiretroviral therapy (ART). We estimated their impact and cost-effectiveness among PWID. METHODS A dynamic HIV and HCV transmission model among PWID was calibrated using data from four national PWID surveys (2011-2017). The model assumed 37-49% coverage of NGOs among community PWID, with NGO contact reducing injecting risk and increasing condom use and recruitment onto OAT and ART. We estimated the historic (1997-2021) and future (2022-2030, compared to no NGO activities from 2022) impact of NGOs in terms of the proportion of HIV/HCV infections averted and changes in HIV/HCV incidence. We estimated the future impact of scaling-up NGOs to 80% coverage with/without scale-up in OAT (5-20%) and ART (64-81%). We estimated the cost per disability-adjusted life-year (DALY) averted of current NGO provision over 2022-2041 compared to NGO activities stopping over 2022-2026, but restarting after that till 2041. We assumed average unit costs of US$80-90 per person-year of NGO contact for PWID. RESULTS With existing coverage levels of NGOs, the model projects that NGOs have averted 20.0% (95% credibility interval: 13.3-26.1) and 9.6% (5.1-14.1) of new HIV and HCV infections among PWID over 1997-2021, respectively, and will avert 31.8% (19.6-39.9) and 13.7% (7.5-18.1) of HIV and HCV infections over 2022-2030. With NGO scale-up, HIV and HCV incidence will decrease by 54.2% (43.3-63.8) and 30.2% (20.5-36.2) over 2022-2030, or 86.7% (82.9-89.3) and 39.8% (31.4-44.8) if OAT and ART are also scaled-up. Without NGOs, HIV and HCV incidence will increase by 51.6% (23.6-76.3) and 13.4% (4.8-21.9) over 2022-2030. Current NGO provision over 2022-2026 will avert 102,736 (77,611-137,512) DALYs when tracked until 2041 (discounted 3% annually), and cost US$912 (702-1222) per DALY averted; cost-effective at a willingness-to-pay threshold of US$1548/DALY averted (0.5xGDP). CONCLUSIONS NGO activities have a crucial preventative impact among PWID in Ukraine which should be scaled-up to help achieve HIV and HCV elimination. Disruptions could have a substantial detrimental impact.
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Affiliation(s)
- Jack Stone
- Population Health SciencesUniversity of BristolBristolUK
| | - Adam Trickey
- Population Health SciencesUniversity of BristolBristolUK
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Akiyama MJ, Riback LR, Nyakowa M, Musyoki H, Lizcano JA, Muller A, Zhang C, Walker JG, Stone J, Vickerman P, Cherutich P, Kurth AE. Predictors of hepatitis C cure among people who inject drugs treated with directly observed therapy supported by peer case managers in Kenya. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 113:103959. [PMID: 36758335 PMCID: PMC10034760 DOI: 10.1016/j.drugpo.2023.103959] [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: 06/24/2022] [Revised: 01/12/2023] [Accepted: 01/19/2023] [Indexed: 02/10/2023]
Abstract
BACKGROUND & AIMS Directly observed therapy (DOT) maximizes adherence and minimizes treatment gaps. Peer case managers (PCM) have also shown promise as a component of integrated HCV treatment strategies. DOT and PCM-support have been underexplored, particularly in low- and middle-income countries (LMICs). The objective of this study was to evaluate predictors of sustained virologic response (SVR) among people who inject drugs (PWID) attending medication-assisted treatment (MAT) and needle and syringe programs (NSP) sites in Kenya. METHODS We recruited PWID accessing MAT and NSP in Nairobi and Coastal Kenya. PWID were treated with ledipasvir/sofosbuvir using DOT supported by PCMs. We used bivariate and multivariate logistic regression to examine the impact of sociodemographic, behavioral, and clinical factors on SVR. RESULTS Among 92 PWID who initiated HCV treatment, 79 (86%) were male with mean age of 36.3 years (SD=±6.5); 38 (41%) were HIV-positive, and 87 (95%) reported injecting drugs in the last 30 days. Just over half of participants were genotype 1a (55%), followed by genotype 4a (41%) and mixed 1a/4a (3%). Most participants, 85 (92%) completed treatment and 79 (86%) achieved SVR. While sociodemographic and behavioral factors including recent injection drug use were not significantly associated with achieving SVR, being fully adherent (p=0.042), number of doses taken (p=0.008) and treatment completion (p= 0.001) were associated with higher odds of achieving SVR. CONCLUSIONS DOT with PCM-support was an effective model for HCV treatment among PWID in this LMIC setting. Adherence was the most important driver of SVR suggesting DOT and PCM support can overcome other factors that might limit adherence. Further research is necessary to ascertain the effectiveness of other models of HCV care for PWID in LMICs given NSP and MAT access is variable, and DOT may not be sustainable with limited resources.
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Affiliation(s)
- Matthew J Akiyama
- Department of Medicine, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY, United States.
| | - Lindsey R Riback
- Department of Medicine, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY, United States
| | - Mercy Nyakowa
- Kenya Ministry of Health, National AIDS&STI Control Program (NASCOP), Nairobi, Kenya
| | - Helgar Musyoki
- Kenya Ministry of Health, National AIDS&STI Control Program (NASCOP), Nairobi, Kenya
| | - John A Lizcano
- Yale University School of Nursing, Orange, CT, United States
| | - Abbe Muller
- Yale University School of Nursing, Orange, CT, United States
| | - Chenshu Zhang
- Department of Medicine, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY, United States
| | | | - Jack Stone
- University of Bristol, Bristol, United Kingdom
| | | | - Peter Cherutich
- Kenya Ministry of Health, National AIDS&STI Control Program (NASCOP), Nairobi, Kenya
| | - Ann E Kurth
- Yale University School of Nursing, Orange, CT, United States
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Stone J, Fraser H, Walker JG, Mafirakureva N, Mundia B, Cleland C, Bartilol K, Musyoki H, Waruiru W, Ragi A, Bhattacharjee P, Chhun N, Lizcano J, Akiyama MJ, Cherutich P, Wisse E, Kurth A, Luhmann N, Vickerman P. Modelling the impact of HIV and hepatitis C virus prevention and treatment interventions among people who inject drugs in Kenya. AIDS 2022; 36:2191-2201. [PMID: 36111533 PMCID: PMC9671825 DOI: 10.1097/qad.0000000000003382] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 04/11/2022] [Accepted: 04/19/2022] [Indexed: 11/25/2022]
Abstract
OBJECTIVES People who inject drugs (PWID) in Kenya have high HIV (range across settings: 14-26%) and hepatitis C virus (HCV; 11-36%) prevalence. We evaluated the impact of existing and scaled-up interventions on HIV and HCV incidence among PWID in Kenya. DESIGN HIV and HCV transmission model among PWID, calibrated to Nairobi and Kenya's Coastal region. METHODS For each setting, we projected the impact (percent of HIV/HCV infections averted in 2020) of existing coverages of antiretroviral therapy (ART; 63-79%), opioid agonist therapy (OAT; 8-13%) and needle and syringe programmes (NSP; 45-61%). We then projected the impact (reduction in HIV/HCV incidence over 2021-2030), of scaling-up harm reduction [Full harm reduction ('Full HR'): 50% OAT, 75% NSP] and/or HIV (UNAIDS 90-90-90) and HCV treatment (1000 PWID over 2021-2025) and reducing sexual risk (by 25/50/75%). We estimated HCV treatment levels needed to reduce HCV incidence by 90% by 2030. RESULTS In 2020, OAT and NSP averted 46.0-50.8% (range of medians) of HIV infections and 50.0-66.1% of HCV infections, mostly because of NSP. ART only averted 12.9-39.8% of HIV infections because of suboptimal viral suppression (28-48%). Full HR and ART could reduce HIV incidence by 51.5-64% and HCV incidence by 84.6-86.6% by 2030. Also halving sexual risk could reduce HIV incidence by 68.0-74.1%. Alongside full HR, treating 2244 PWID over 2021-2025 could reduce HCV incidence by 90% by 2030. CONCLUSION Existing interventions are having substantial impact on HIV and HCV transmission in Kenya. However, to eliminate HIV and HCV, further scale-up is needed with reductions in sexual risk and HCV treatment.
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Affiliation(s)
- Jack Stone
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol
| | - Hannah Fraser
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol
| | - Josephine G. Walker
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol
| | | | | | | | | | | | - Wanjiru Waruiru
- Global Programs for Research and Training, Surveillance Department, University of California San Francisco, San Francisco, California, USA
| | | | | | - Nok Chhun
- Yale University School of Nursing, New Haven, Connecticut
| | - John Lizcano
- Yale University School of Nursing, New Haven, Connecticut
| | - Matthew J. Akiyama
- Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York, USA
| | | | | | - Ann Kurth
- Yale University School of Nursing, New Haven, Connecticut
| | - Niklas Luhmann
- Global HIV, Hepatitis and Sexually Transmitted Infections Programmes, World Health Organization, Geneva, Switzerland
| | - Peter Vickerman
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol
- NIHR Health Protection Research Unit in Behavioural Science and Evaluation at University of Bristol, Bristol, UK
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