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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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Hasan I, Murti IS, Bayupurnama P, Kalista KF, Hill-Zabala C, Kananda D, Viayna E. Cost-effectiveness of albumin in the treatment of decompensated cirrhosis in resource-limited healthcare settings. Drugs Context 2024; 13:2024-1-1. [PMID: 38699066 PMCID: PMC11065133 DOI: 10.7573/dic.2024-1-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 03/18/2024] [Indexed: 05/05/2024] Open
Abstract
Background Human albumin (HA) is an effective adjuvant treatment for patients with cirrhosis developing spontaneous bacterial peritonitis (SBP), hepatorenal syndrome (HRS) and ascites requiring large-volume paracentesis (LVP). However, cost remains a barrier to use, particularly in resource-limited settings. This study aims to assess the cost-effectiveness of HA in patients with cirrhosis with SBP, HRS or ascites requiring LVP in the Indonesian healthcare system as a representative of a resource-limited setting. Methods Three decision-tree models were developed to assess the cost-effectiveness of (1) antibiotics and HA versus antibiotics alone in patients with SBP, (2) terlipressin and HA versus terlipressin alone in patients with HRS, and (3) LVP and HA versus LVP and gelatine for patients with ascites. Clinical utility and economic inputs were pooled from the available literature. Time horizon was 3 months. Outcomes were expressed as incremental cost-effectiveness ratios (ICER) reported as 2021 IDR per quality-adjusted life year (QALY) (exchange rate June 30, 2021: 1 EUR = 17,245 IDR). Willingness-to-pay thresholds considered were: three times the GDP per capita (199,355,561 IDR/QALY; 11,560 EUR/QALY) and one time the GDP per capita (66,451,854 IDR/QALY; 3853 EUR/QALY). Results The ICER for antibiotics and HA (versus antibiotics alone) for SBP was 80,562,652 IDR per QALY gained (4672 EUR/QALY). The ICER for terlipressin and HA (versus terlipressin) for HRS was 23,085,004 IDR per QALY gained (1339 EUR/QALY). The ICER for LVP and HA versus LVP and gelatine was 24,569,827 IDR per QALY gained (1425 EUR/QALY). Conclusion Adjunctive HA may be a cost-effective treatment for SBP, HRS and LVP in resource-limited settings.
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Affiliation(s)
- Irsan Hasan
- Hepatobiliary Division, Department of Internal Medicine, Faculty of Medicine, Cipto Mangunkusumo National General Hospital, Universitas Indonesia, Jakarta, Indonesia
| | - Ignatia Sinta Murti
- Department of Internal Medicine, Abdul Wahab Sjahranie General Hospital Samarinda, East Kalimantan, Indonesia
| | - Putut Bayupurnama
- Gastroenterology & Hepatology Division, Department of Internal Medicine, Dr. Sardjito General Hospital/Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Kemal Fariz Kalista
- Hepatobiliary Division, Department of Internal Medicine, Faculty of Medicine, Cipto Mangunkusumo National General Hospital, Universitas Indonesia, Jakarta, Indonesia
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Draper B, Yee WL, Bowring A, Naing W, Kyi KP, Htay H, Howell J, Hellard M, Pedrana A. Patients' experience of accessing hepatitis C treatment through the Myanmar national hepatitis C treatment program: a qualitative evaluation. BMC Health Serv Res 2024; 24:80. [PMID: 38229074 DOI: 10.1186/s12913-023-10456-0] [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: 05/06/2022] [Accepted: 12/07/2023] [Indexed: 01/18/2024] Open
Abstract
BACKGROUND Globally, 56.8 million people are living with hepatitis C and over three-quarters of those reside in low and middle-income countries (LMICs). Barriers and enablers to hepatitis C care among people who inject drugs in high-income countries are well documented. However, there is scant literature describing the patient experience in LMICs. Understanding the barriers and enablers to care from the patient perspective is important to inform service refinements to improve accessibility and acceptability of hepatitis C care. METHODS We conducted a qualitative evaluation of the patient experience of accessing the national hepatitis C program at eight hospital sites in Myanmar. Semi-structured interviews were conducted with four to five participants per site. Interview data were analysed thematically, with deductive codes from Levesque et al.'s (2013) Framework on patient-centred access to healthcare. RESULTS Across the eight sites, 38 participants who had completed treatment were interviewed. Barriers to accessing care were mostly related to attending for care and included travel time and costs, multiple appointments, and wait times. Some participants described how they did not receive adequate information on hepatitis C, particularly its transmission routes, and on the level of cirrhosis of their liver and what they were required to do after treatment (i.e. reduce alcohol consumption, liver cirrhosis monitoring). Many participants commented that they had few or no opportunities to ask questions. Provision of treatment at no cost was essential to accessibility, and gratitude for free treatment led to high acceptability of care, even when accessing care was inconvenient. CONCLUSIONS These findings highlight the importance of streamlining and decentralising health services, adequate human resourcing and training, and affordable treatment in maximising the accessibility and acceptability of hepatitis C care in LMICs. Findings from this work will inform future service delivery refinements for national program and other decentralised programs to improve accessibility and acceptability of hepatitis C care in Myanmar.
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Affiliation(s)
- Bridget Draper
- Disease Elimination Program, Burnet Institute, Melbourne, Australia.
- School of Population Health and Preventive Medicine, Monash University, Melbourne, Australia.
| | | | - Anna Bowring
- Disease Elimination Program, Burnet Institute, Melbourne, Australia
| | - Win Naing
- Yangon Specialty Hospital, Yangon, Myanmar
- Myanmar Liver Foundation, Yangon, Myanmar
| | | | - Hla Htay
- Burnet Institute Myanmar, Yangon, Myanmar
| | - Jessica Howell
- Disease Elimination Program, Burnet Institute, Melbourne, Australia
- St Vincent's Hospital, Melbourne, Australia
- Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Margaret Hellard
- Disease Elimination Program, Burnet Institute, Melbourne, Australia
- School of Population Health and Preventive Medicine, Monash University, Melbourne, Australia
- Hepatitis Services, Department of Infectious Diseases Alfred Hospital, Melbourne, Australia
- Doherty Institute, Melbourne, Australia
- School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Alisa Pedrana
- Disease Elimination Program, Burnet Institute, Melbourne, Australia
- School of Population Health and Preventive Medicine, Monash University, Melbourne, Australia
- Health Services Research and Implementation, Monash Partners, Melbourne, Australia
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Lim AG, Aas CF, Çağlar ES, Vold JH, Fadnes LT, Vickerman P, Johansson KA. Cost-effectiveness of integrated treatment for hepatitis C virus (HCV) among people who inject drugs in Norway: An economic evaluation of the INTRO-HCV trial. Addiction 2023; 118:2424-2439. [PMID: 37515462 PMCID: PMC10952903 DOI: 10.1111/add.16305] [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: 11/03/2022] [Accepted: 06/26/2023] [Indexed: 07/30/2023]
Abstract
BACKGROUND AND AIMS The INTRO-HCV randomized controlled trial conducted in Norway over 2017-2019 found that integrated treatment, compared with standard-of-care hospital treatment, for hepatitis C virus (HCV) with direct-acting antivirals (DAAs) improved treatment outcomes among people who inject drugs (PWID). We evaluated cost-effectiveness of the INTRO-HCV intervention. DESIGN A Markov health state transition model of HCV disease progression and treatment with cost-effectiveness analysis from the health-provider perspective. Primary cost, utility, and health outcome data were derived from the trial. Costs and health benefits (quality-adjusted life-years, QALYs) were tracked over 50 years. Probabilistic and univariate sensitivity analyses investigated DAA price reductions and variations in HCV treatment and disease care cost assumptions, using costs from different countries (Norway, United Kingdom, United States, France, Australia). SETTING AND PARTICIPANTS PWID attending community-based drug treatment centers for people with opioid dependence in Norway. MEASUREMENTS Incremental cost-effectiveness ratio (ICER) in terms of cost per QALY gained, compared against a conventional (€70 000/QALY) willingness-to-pay threshold for Norway and lower (€20 000/QALY) threshold common among high-income countries. FINDINGS Integrated treatment resulted in an ICER of €13 300/QALY gained, with 99% and 71% probability of being cost-effective against conventional and lower willingness-to-pay thresholds, respectively. A 30% lower DAA price reduced the ICER to €6 900/QALY gained, with 91% probability of being cost-effective at the lower willingness-to-pay threshold. A 60% and 90% lower DAA price had 36% and >99% probability of being cost-saving, respectively. Sensitivity analyses suggest integrated treatment was cost-effective at the lower willingness-to-pay threshold (>60% probability) across different assumptions on HCV treatment and disease care costs with 30% DAA price reduction, and became cost-saving with 60%-90% price reductions. CONCLUSIONS Integrated hepatitis C virus treatment for people who inject drugs in community settings is likely cost-effective compared with standard-of-care referral pathways in Norway and may be cost-saving in settings with particular characteristics.
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Affiliation(s)
- Aaron Guanliang Lim
- Population Health Sciences, Bristol Medical SchoolUniversity of BristolBristolUK
| | - Christer Frode Aas
- Bergen Addiction Research, Department of Addiction MedicineHaukeland University HospitalBergenNorway
- Department of Global Public Health and Primary CareUniversity of BergenBergenNorway
- Division of PsychiatryHaukeland University HospitalBergenNorway
| | - Ege Su Çağlar
- Bergen Addiction Research, Department of Addiction MedicineHaukeland University HospitalBergenNorway
- Department of Global Public Health and Primary CareUniversity of BergenBergenNorway
| | - Jørn Henrik Vold
- Bergen Addiction Research, Department of Addiction MedicineHaukeland University HospitalBergenNorway
- Department of Global Public Health and Primary CareUniversity of BergenBergenNorway
- Division of PsychiatryHaukeland University HospitalBergenNorway
| | - Lars Thore Fadnes
- Bergen Addiction Research, Department of Addiction MedicineHaukeland University HospitalBergenNorway
- Department of Global Public Health and Primary CareUniversity of BergenBergenNorway
| | - Peter Vickerman
- Population Health Sciences, Bristol Medical SchoolUniversity of BristolBristolUK
| | - Kjell Arne Johansson
- Bergen Addiction Research, Department of Addiction MedicineHaukeland University HospitalBergenNorway
- Department of Global Public Health and Primary CareUniversity of BergenBergenNorway
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Win TM, Draper BL, Palmer A, Htay H, Sein YY, Shilton S, Kyi KP, Hellard M, Scott N. Cost-effectiveness of a decentralized, community-based "one-stop-shop" hepatitis C testing and treatment program in Yangon, Myanmar. JGH Open 2023; 7:755-764. [PMID: 38034058 PMCID: PMC10684991 DOI: 10.1002/jgh3.12978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 09/15/2023] [Accepted: 09/28/2023] [Indexed: 12/02/2023]
Abstract
Background and Aim The availability of direct-acting antiviral (DAA) treatment and point-of-care diagnostic testing has made hepatitis C (HCV) elimination possible even in low- and middle-income countries (LMICs); however, testing and treatment costs remain a barrier. We estimated the cost and cost-effectiveness of a decentralized community-based HCV testing and treatment program (CT2) in Myanmar. Methods Primary cost data included the costs of DAAs, investigations, medical supplies and other consumables, staff salaries, equipment, and overheads. A deterministic cohort-based Markov model was used to estimate the average cost of care, the overall quality-adjusted life years (QALYs) gained, and the incremental cost-effectiveness ratio (ICER) of providing testing and DAA treatment compared with a modeled counterfactual scenario of no testing and no treatment. Results From 30 January to 30 September 2019, 633 patients were enrolled, of whom 535 were HCV RNA-positive, 489 were treatment eligible, and 488 were treated. Lifetime discounted costs and QALYs of the cohort in the counterfactual no testing and no treatment scenario were estimated to be USD61790 (57 898-66 898) and 6309 (5682-6363) respectively, compared with USD123 248 (122 432-124 101) and 6518 (5894-6671) with the CT2 model of care, giving an ICER of USD294 (192-340) per QALY gained. This "one-stop-shop" model of care has a 90% likelihood of being cost-effective if benchmarked against a willingness to pay of US$300, which is 20% of Myanmar's GDP per capita (2020). Conclusions The CT2 model of HCV care is cost-effective in Myanmar and should be expanded to meet the National Hepatitis Control Program's 2030 target, alongside increasing the affordability and accessibility of services.
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Affiliation(s)
- Thin Mar Win
- Disease Elimination, Burnet InstituteYangonMyanmar
| | - Bridget Louise Draper
- Disease Elimination, Burnet InstituteMelbourneAustralia
- School of Public Health and Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
| | - Anna Palmer
- Disease Elimination, Burnet InstituteMelbourneAustralia
| | - Hla Htay
- Disease Elimination, Burnet InstituteYangonMyanmar
| | | | - Sonjelle Shilton
- Foundation for Innovative New Diagnostics (FIND)GenevaSwitzerland
| | | | - Margaret Hellard
- Disease Elimination, Burnet InstituteMelbourneAustralia
- School of Public Health and Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
- Department of Infectious Diseases, Alfred HospitalMelbourneVictoriaAustralia
- School of Population and Global HealthUniversity of MelbourneMelbourneVictoriaAustralia
| | - Nick Scott
- Disease Elimination, Burnet InstituteMelbourneAustralia
- School of Public Health and Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
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Tskhomelidze I, Shadaker S, Kuchuloria T, Gvinjilia L, Butsashvili M, Nasrullah M, Gabunia T, Gamkrelidze A, Getia V, Sharvadze L, Tsertsvadze T, Zarqua J, Tsanava S, Handanagic S, Armstrong PA, Averhoff F, Vickerman P, Walker JG. Economic evaluation of the Hepatitis C virus elimination program in the country of Georgia, 2015 to 2017. Liver Int 2023; 43:558-568. [PMID: 36129625 PMCID: PMC10227952 DOI: 10.1111/liv.15431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 08/02/2022] [Accepted: 09/20/2022] [Indexed: 02/13/2023]
Abstract
BACKGROUND AND AIMS In 2015, the country of Georgia launched an elimination program aiming to reduce the prevalence of Hepatitis C virus (HCV) infection by 90% from 5.4% prevalence (~150 000 people). During the first 2.5 years of the program, 770 832 people were screened, 48 575 were diagnosed with active HCV infection, and 41 483 patients were treated with direct-acting antiviral (DAA)-based regimens, with a >95% cure rate. METHODS We modelled the incremental cost-effectiveness ratio (ICER) of HCV screening, diagnosis and treatment between April 2015 and November 2017 compared to no treatment, in terms of cost per quality-adjusted life year (QALY) gained in 2017 US dollars, with a 3% discount rate over 25 years. We compared the ICER to willingness-to-pay (WTP) thresholds of US$4357 (GDP) and US$871 (opportunity cost) per QALY gained. RESULTS The average cost of screening, HCV viremia testing, and treatment per patient treated was $386 to the provider, $225 to the patient and $1042 for generic DAAs. At 3% discount, 0.57 QALYs were gained per patient treated. The ICER from the perspective of the provider including generic DAAs was $2285 per QALY gained, which is cost-effective at the $4357 WTP threshold, while if patient costs are included, it is just above the threshold at $4398/QALY. All other scenarios examined in sensitivity analyses remain cost-effective except for assuming a shorter time horizon to the end of 2025 or including the list price DAA cost. Reducing or excluding DAA costs reduced the ICER below the opportunity-cost WTP threshold. CONCLUSIONS The Georgian HCV elimination program provides valuable evidence that national programs for scaling up HCV screening and treatment for achieving HCV elimination can be cost-effective.
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Affiliation(s)
- Irina Tskhomelidze
- Task Force for Global Health, Tbilisi, Georgia
- Ivane Javakhishvili Tbilisi State University, Tbilisi, Georgia
| | - Shaun Shadaker
- Division of Viral Hepatitis, Centers for Disease Control and Prevention, Atlanta, USA
| | | | | | | | - Muazzam Nasrullah
- Division of Viral Hepatitis, Centers for Disease Control and Prevention, Atlanta, USA
| | - Tamar Gabunia
- Ministry of Internally Displaced Persons from the Occupied Territories, Labour Health and Social Affairs of Georgia, Tbilisi, Georgia
| | | | - Vladimer Getia
- National Center for Disease Control and Public Health, Tbilisi, Georgia
| | | | - Tengiz Tsertsvadze
- Infectious Diseases, AIDS and Clinical Immunology Research Center, Tbilisi, Georgia
| | | | - Shota Tsanava
- National Center for Disease Control and Public Health, Tbilisi, Georgia
| | - Senad Handanagic
- Division of Viral Hepatitis, Centers for Disease Control and Prevention, Atlanta, USA
| | - Paige A. Armstrong
- Division of Viral Hepatitis, Centers for Disease Control and Prevention, Atlanta, USA
| | - Francisco Averhoff
- Division of Viral Hepatitis, Centers for Disease Control and Prevention, Atlanta, USA
| | - Peter Vickerman
- Population Health Sciences, University of Bristol, Bristol, UK
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Trickey A, Fajardo E, Alemu D, Artenie AA, Easterbrook P. Impact of hepatitis C virus point-of-care RNA viral load testing compared with laboratory-based testing on uptake of RNA testing and treatment, and turnaround times: a systematic review and meta-analysis. Lancet Gastroenterol Hepatol 2023; 8:253-270. [PMID: 36706775 DOI: 10.1016/s2468-1253(22)00346-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 10/06/2022] [Accepted: 10/12/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND Point-of-care (POC) hepatitis C virus (HCV) RNA nucleic acid test viral load assays are being used increasingly as an alternative to centralised, laboratory-based standard-of-care (SOC) viral load assays to reduce loss to follow-up. We aimed to evaluate the impact of using POC compared with SOC approaches on uptake of HCV RNA viral load testing and treatment, and turnaround times from testing to treatment along the HCV care cascade. METHODS We searched PubMed, Embase, and Web of Science for studies published in English between Jan 1, 2016, and April 13, 2022. We additionally searched for accepted conference abstracts (2016-20) not identified in the main search. The contacts directory of the WHO Global Hepatitis Programme was also used to solicit additional studies on use of POC RNA assays. We included studies if they evaluated use of POC HCV RNA viral load with or without a comparator laboratory-based SOC assay, and had data on uptake of viral load testing and treatment, and turnaround times between these steps in cascade. We excluded studies with a sample size of ten or fewer participants. The POC studies were categorised according to whether the POC assay was based onsite at the clinic, in a mobile unit, or in a laboratory. Studies using the POC assay or comparator SOC assays were further stratified according to four models of care: whether HCV testing and treatment initiation were performed in the same or different site, and on the same or a different visit. The comparator was centralised, laboratory-based HCV RNA SOC assays. For turnaround times, we calculated the weighted median of medians with 95% CIs. We analysed viral load testing and treatment uptake using random-effects meta-analysis. The quality of evidence was rated using the GRADE framework. This study is registered with PROSPERO, CRD42020218239. FINDINGS We included 45 studies with 64 within-study arms: 28 studies were in people who inject drugs, were homeless, or both; four were in people incarcerated in prison; nine were in the general or mixed (ie, includes high-risk groups) populations; and four were in people living with HIV. All were observational studies. The pooled median turnaround times between HCV antibody test and treatment initiation was shorter with onsite POC assays (19 days [95% CI 14-53], ten arms) than with either laboratory-based POC assays (64 days [64-64], one arm) or laboratory-based SOC assays (67 days [50-67], two arms). Treatment uptake was higher with onsite POC assays (77% [95% CI 72-83], 34 arms) or mobile POC assays (81% [60-97], five arms) than with SOC assays (53% [31-75], 12 arms); onsite and mobile POC assay vs SOC assay p=0·029). For POC and SOC arms, higher RNA viral load testing uptake was seen with the same-site models for testing and treatment than with different-site models (all within-category p≤0·0001). For onsite and mobile POC arms, there was higher treatment uptake for same-site than different-site models (within-category p<0·0001). Four studies had direct within-study POC versus SOC comparisons for RNA viral load testing uptake (pooled relative risk 1·11 [95% CI 0·89-1·38]), and there were ten studies on treatment uptake (1·32 [1·06-1·64]). Overall, the quality of evidence was rated as low. INTERPRETATION Compared with use of laboratory-based SOC HCV viral load testing, the use of POC assays was associated with reduced time from antibody test to treatment initiation and increased treatment uptake. The effect of POC viral load testing is greatest when positioned within a simplified care model in which testing and treatment are provided at the same site, and, where possible, on the same day. POC HCV RNA viral load testing is now recommended in WHO guidelines as an alternative strategy to laboratory-based viral load testing. FUNDING Unitaid.
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Affiliation(s)
- Adam Trickey
- Population Health Sciences, University of Bristol, Bristol, UK
| | - Emmanuel Fajardo
- Department of Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Daniel Alemu
- Department of Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | | | - Philippa Easterbrook
- Department of Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland.
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Tasavon Gholamhoseini M, Sharafi H, Hl Borba H, Alavian SM, Sabermahani A, Hajarizadeh B. Economic evaluation of pan-genotypic generic direct-acting antiviral regimens for treatment of chronic hepatitis C in Iran: a cost-effectiveness study. BMJ Open 2022; 12:e058757. [PMID: 35676019 PMCID: PMC9185662 DOI: 10.1136/bmjopen-2021-058757] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Low-cost generic direct-acting antiviral (DAA) regimens for treatment of hepatitis C virus (HCV) are available in several low-income/middle-income countries, important for treatment scale-up. This study evaluated the cost-effectiveness of genotype-dependent and pan-genotypic DAA regimens in Iran as an example of a resource-limited setting. METHODS A Markov model was developed to simulate HCV natural history. A decision tree was developed for HCV treatment, assuming four scenarios, including scenario 1: genotyping, sofosbuvir/ledipasvir (SOF/LDV) for genotype 1, and sofosbuvir/daclatasvir (SOF/DCV) for genotype 3; scenario 2: genotyping, SOF/LDV for genotype 1, and sofosbuvir/velpatasvir (SOF/VEL) for genotype 3; scenario 3: no genotyping and SOF/DCV for all; and scenario 4: no genotyping and SOF/VEL for all. A 1-year cycle length was used to calculate the cumulative cost and effectiveness over a lifetime time horizon. We calculated quality-adjusted life years (QALYs), and incremental cost-effectiveness ratio (ICER) using a health system perspective. Costs were converted to US dollars using purchasing power parity exchange rate ($PPP). All costs and outcomes were discounted at an annual rate of 3%. RESULTS Among people with no cirrhosis, scenario 3 had the minimum cost, compared with which scenario 4 was cost-effective with an ICER of 4583 $PPP per QALY (willingness-to-pay threshold: 9,311 $PPP per QALY). Among both people with compensated or decompensated cirrhosis, scenario 4 was cost saving. In sensitivity analysis, scenario 4 would be also cost-saving among people with no cirrhosis provided a 39% reduction in the cost of 12 weeks SOF/VEL. CONCLUSION Initiating all patients on pan-genotypic generic DAA regimens with no pretreatment genotyping was cost-effective compared with scenarios requiring pretreatment HCV genotype tests. Among generic pan-genotypic DAA regimens, SOF/VEL was cost-effective, for people with no cirrhosis and cost-saving for those with cirrhosis.
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Affiliation(s)
- Mohammad Tasavon Gholamhoseini
- Health Services Management Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | | | - Helena Hl Borba
- Department of Pharmacy, Federal University of Parana, Curitiba, Parana, Brazil
| | | | - Asma Sabermahani
- Department of Management, Health Policy and Health Economics, Kerman University of Medical Sciences, Kerman, Iran
| | - Behzad Hajarizadeh
- The Kirby Institute, University of New South Wales (UNSW Sydney), Sydney, New South Wales, Australia
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Boyer S, Baudoin M, Nishimwe ML, Santos M, Lemoine M, Maradan G, Sylla B, Kouanfack C, Carrieri P, Mourad A, Rouveau N, Moh R, Seydi M, Attia A, Woode ME, Lacombe K. Cost-utility analysis of four WHO-recommended sofosbuvir-based regimens for the treatment of chronic hepatitis C in sub-Saharan Africa. BMC Health Serv Res 2022; 22:303. [PMID: 35248039 PMCID: PMC8897946 DOI: 10.1186/s12913-021-07289-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 11/12/2021] [Indexed: 11/25/2022] Open
Abstract
Background Although direct-acting antivirals (DAA) have become standard care for patients with chronic hepatitis C worldwide, there is no evidence for their value for money in sub-Saharan Africa. We assessed the cost-effectiveness of four sofosbuvir-based regimens recommended by the World Health Organization (WHO) in Cameroon, Côte d’Ivoire and Senegal. Methods Using modelling, we simulated chronic hepatitis C progression with and without treatment in hypothetical cohorts of patients infected with the country’s predominant genotypes (1, 2 and 4) and without other viral coinfections, history of liver complication or hepatocellular carcinoma. Using the status-quo ‘no DAA treatment’ as a comparator, we assessed four regimens: sofosbuvir-ribavirin, sofosbuvir-ledipasvir (both recommended in WHO 2016 guidelines and assessed in the TAC pilot trial conducted in Cameroon, Côte d’Ivoire and Senegal), sofosbuvir-daclatasvir and sofosbuvir-ledipasvir (two pangenotypic regimens recommended in WHO 2018 guidelines). DAA effectiveness, costs and utilities were mainly estimated using data from the TAC pilot trial. Secondary data from the literature was used to estimate disease progression probabilities with and without treatment. We considered two DAA pricing scenarios: S1) originator prices; S2) generic prices. Uncertainty was addressed using probabilistic and deterministic sensitivity analyses and cost-effectiveness acceptability curves. Results With slightly higher effectiveness and significantly lower costs, sofosbuvir/velpatasvir was the preferred DAA regimen in S1 with incremental cost-effectiveness ratios (ICERs) ranging from US$526 to US$632/QALY. At the cost-effectiveness threshold (CET) of 0.5 times the 2017 country’s per-capita gross domestic product (GDP), sofosbuvir/velpatasvir was only cost-effective in Senegal (probability > 95%). In S2 at generic prices, sofosbuvir/daclatasvir was the preferred regimen due to significantly lower costs. ICERs ranged from US$139 to US$216/QALY according to country i.e. a 95% probability of being cost-effective. Furthermore, this regimen was cost-effective (probability> 95%) for all CET higher than US$281/QALY, US$223/QALY and US$195/QALY in Cameroon, Côte d’Ivoire and Senegal, respectively, corresponding to 0.14 (Côte d’Ivoire and Senegal) and 0.2 (Cameroon) times the country’s per-capita GDP. Conclusions Generic sofosbuvir/daclatasvir is very cost-effective for treating chronic hepatitis C in sub-Saharan Africa. Large-scale use of generics and an increase in national and international funding for hepatitis C treatment must be priorities for the HCV elimination agenda. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-021-07289-0.
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10
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Draper BL, Htay H, Pedrana A, Yee WL, Howell J, Pyone Kyi K, Naing W, Sanda Aung K, Markby J, Easterbrook P, Bowring A, Aung W, Sein YY, Nwe N, Myint KT, Shilton S, Hellard M. Outcomes of the CT2 study: A 'one-stop-shop' for community-based hepatitis C testing and treatment in Yangon, Myanmar. Liver Int 2021; 41:2578-2589. [PMID: 34153155 PMCID: PMC8596916 DOI: 10.1111/liv.14983] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 05/28/2021] [Accepted: 06/14/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND With the advent of low-cost generic direct-acting antivirals (DAA), hepatitis C (HCV) elimination is now achievable even in low-/middle-income settings. We assessed the feasibility and effectiveness of a simplified clinical pathway using point-of-care diagnostic testing and non-specialist-led care in a decentralized, community-based setting. METHODS This feasibility study was conducted at two sites in Yangon, Myanmar: one for people who inject drugs (PWID), and the other for people with liver disease. Participants underwent on-site rapid anti-HCV testing and HCV RNA testing using GeneXpert(R) . General practitioners determined whether participants started DAA therapy immediately or required specialist evaluation. Primary outcome measures were progression through the HCV care cascade, including uptake of RNA testing and treatment, and treatment outcomes. FINDINGS All 633 participants underwent anti-HCV testing; 606 (96%) were anti-HCV positive and had HCV RNA testing. Of 606 tested, 535 (88%) were RNA positive and had pre-treatment assessments; 30 (6%) completed specialist evaluation. Of 535 RNA positive participants, 489 (91%) were eligible to initiate DAAs, 477 (98%) completed DAA therapy and 421 achieved SVR12 (92%; 421/456). Outcomes were similar by site: PWID site: 91% [146/161], and liver disease site: 93% [275/295]). Compensated cirrhotic patients were treated in the community; they achieved an SVR12 of 83% (19/23). Median time from RNA test to DAA initiation was 3 days (IQR 2-5). CONCLUSIONS Delivering a simplified, non-specialist-led HCV treatment pathway in a decentralized community setting was feasible in Yangon, Myanmar; retention in care and treatment success rates were very high. This care model could be integral in scaling up HCV services in Myanmar and other low- and middle-income settings.
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Affiliation(s)
- Bridget Louise Draper
- Disease Elimination ProgramBurnet InstituteMelbourneAustralia,School of Public Health and Preventive MedicineMonash UniversityMelbourneAustralia
| | | | - Alisa Pedrana
- Disease Elimination ProgramBurnet InstituteMelbourneAustralia,School of Public Health and Preventive MedicineMonash UniversityMelbourneAustralia,Health Services Research and ImplementationMonash PartnersMelbourneAustralia
| | | | - Jessica Howell
- Disease Elimination ProgramBurnet InstituteMelbourneAustralia,School of Public Health and Preventive MedicineMonash UniversityMelbourneAustralia,St Vincent’s Hospital MelbourneAustralia,Department of MedicineUniversity of MelbourneMelbourneAustralia
| | | | - Win Naing
- Myanmar Liver FoundationMyanmar,Yangon Specialty HospitalMyanmar
| | - Khin Sanda Aung
- National Hepatitis Control Program, Ministry of Health and SportsMyanmar
| | - Jessica Markby
- Foundation for Innovative New DiagnosticsGenevaSwitzerland
| | - Philippa Easterbrook
- Department of Global HIV, Hepatitis, and STI ProgrammesWorld Health OrganizationGenevaSwitzerland
| | - Anna Bowring
- Disease Elimination ProgramBurnet InstituteMelbourneAustralia
| | | | | | - Nwe Nwe
- Foundation for Innovative New DiagnosticsGenevaSwitzerland
| | | | | | - Margaret Hellard
- Disease Elimination ProgramBurnet InstituteMelbourneAustralia,School of Public Health and Preventive MedicineMonash UniversityMelbourneAustralia,Hepatitis Service, Department of Infectious DiseasesAlfred HospitalMelbourneAustralia,Doherty InstituteMelbourneAustralia,School of Population and Global HealthUniversity of MelbourneMelbourneAustralia
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11
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Marquez LK, Fleiz C, Burgos JL, Cepeda JA, McIntosh C, Garfein RS, Kiene SM, Brodine S, Strathdee SA, Martin NK. Cost-effectiveness of hepatitis C virus (HCV) elimination strategies among people who inject drugs (PWID) in Tijuana, Mexico. Addiction 2021; 116:2734-2745. [PMID: 33620750 PMCID: PMC8380744 DOI: 10.1111/add.15456] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 11/23/2020] [Accepted: 02/10/2021] [Indexed: 01/08/2023]
Abstract
BACKGROUND AND AIMS In Latin America, Mexico was first to launch a hepatitis C virus (HCV) elimination strategy, where people who inject drugs (PWID) are a main risk group for transmission. In Tijuana, HCV seroprevalence among PWID is > 90%, with minimal harm reduction (HR). We evaluated cost-effectiveness of strategies to achieve the incidence elimination target among PWID in Tijuana. METHODS Modeling study using a dynamic, cost-effectiveness model of HCV transmission and progression among active and former PWID in Tijuana, to assess the cost-effectiveness of incidence elimination strategies from a health-care provider perspective. The model incorporated PWID transitions between HR stages (no HR, only opioid agonist therapy, only high coverage needle-syringe programs, both). Four strategies that could achieve the incidence target (80% reduction by 2030) were compared with the status quo (no intervention). The strategies incorporated the number of direct-acting anti-viral (DAA) treatments required with: (1) no HR scale-up, (2) HR scale-up from 2019 to 20% coverage among PWID, (3) HR to 40% coverage and (4) HR to 50% coverage. Costs (2019 US$) and health outcomes [disability-adjusted life years (DALYs)] were discounted 3% per year. Mean incremental cost-effectiveness ratios (ICER, $/DALY averted) were compared with one-time per capita gross domestic product (GDP) ($9698 in 2019) and purchasing power parity-adjusted per capita GDP ($4842-13 557) willingness-to-pay (WTP) thresholds. RESULTS DAAs alone were the least costly elimination strategy [$173 million, 95% confidence interval (CI) = 126-238 million], but accrued fewer health benefits compared with strategies with HR. DAAs + 50% HR coverage among PWID averted the most DALYs but cost $265 million, 95% CI = 210-335 million). The optimal strategy was DAAs + 50% HR (ICER $6743/DALY averted compared to DAAs only) under the one-time per-capita GDP WTP ($9698). CONCLUSIONS A combination of high-coverage harm reduction and hepatitis C virus treatment is the optimal cost-effective strategy to achieve the HCV incidence elimination goal in Mexico.
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Affiliation(s)
- Lara K Marquez
- University of California San Diego, La Jolla, CA, USA
- San Diego State University, San Diego, CA, USA
| | - Clara Fleiz
- National Institute of Psychiatry Ramon de la Fuente Muniz, Colonia, Huipulco, Tlalpan, Ciudad de Mexico, Mexico
| | | | | | | | | | | | | | | | - Natasha K Martin
- University of California San Diego, La Jolla, CA, USA
- University of Bristol, Bristol, UK
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12
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Lim AG, Scott N, Walker JG, Hamid S, Hellard M, Vickerman P. Health and economic benefits of achieving hepatitis C virus elimination in Pakistan: A modelling study and economic analysis. PLoS Med 2021; 18:e1003818. [PMID: 34665815 PMCID: PMC8525773 DOI: 10.1371/journal.pmed.1003818] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 09/16/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Modelling suggests that achieving the WHO incidence target for hepatitis C virus (HCV) elimination in Pakistan could cost US$3.87 billion over 2018 to 2030. However, the economic benefits from integrating services or improving productivity were not included. METHODS AND FINDINGS We adapt a HCV transmission model for Pakistan to estimate the impact, costs, and cost-effectiveness of achieving HCV elimination (reducing annual HCV incidence by 80% by 2030) with stand-alone service delivery, or partially integrating one-third of initial HCV testing into existing healthcare services. We estimate the net economic benefits by comparing the required investment in screening, treatment, and healthcare management to the economic productivity gains from reduced HCV-attributable absenteeism, presenteeism, and premature deaths. We also calculate the incremental cost-effectiveness ratio (ICER) per disability-adjusted life year (DALY) averted for HCV elimination versus maintaining current levels of HCV treatment. This is compared to an opportunity cost-based willingness-to-pay threshold for Pakistan (US$148 to US$198/DALY). Compared to existing levels of treatment, scaling up screening and treatment to achieve HCV elimination in Pakistan averts 5.57 (95% uncertainty interval (UI) 3.80 to 8.22) million DALYs and 333,000 (219,000 to 509,000) HCV-related deaths over 2018 to 2030. If HCV testing is partially integrated, this scale-up requires an investment of US$1.45 (1.32 to 1.60) billion but will result in US$1.30 (0.94 to 1.72) billion in improved economic productivity over 2018 to 2030. This elimination strategy is highly cost-effective (ICER = US$29 per DALY averted) by 2030, with it becoming cost-saving by 2031 and having a net economic benefit of US$9.10 (95% UI 6.54 to 11.99) billion by 2050. Limitations include uncertainty around what level of integration is possible within existing primary healthcare services as well as a lack of Pakistan-specific data on disease-related healthcare management costs or productivity losses due to HCV. CONCLUSIONS Investment in HCV elimination can bring about substantial societal health and economic benefits for Pakistan.
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Affiliation(s)
- Aaron G. Lim
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | | | - Josephine G. Walker
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | | | | | - Peter Vickerman
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
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13
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Shahid I, Alzahrani AR, Al-Ghamdi SS, Alanazi IM, Rehman S, Hassan S. Hepatitis C Diagnosis: Simplified Solutions, Predictive Barriers, and Future Promises. Diagnostics (Basel) 2021; 11:1253. [PMID: 34359335 PMCID: PMC8305142 DOI: 10.3390/diagnostics11071253] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 07/02/2021] [Accepted: 07/05/2021] [Indexed: 12/14/2022] Open
Abstract
The simplification of current hepatitis C diagnostic algorithms and the emergence of digital diagnostic devices will be very crucial to achieving the WHO's set goals of hepatitis C diagnosis (i.e., 90%) by 2030. From the last decade, hepatitis C diagnosis has been revolutionized by the advent and approval of state-of-the-art HCV diagnostic platforms which have been efficiently implemented in high-risk HCV populations in developed nations as well as in some low-to-middle income countries (LMICs) to identify millions of undiagnosed hepatitis C-infected individuals. Point-of-care (POC) rapid diagnostic tests (RDTs; POC-RDTs), RNA reflex testing, hepatitis C self-test assays, and dried blood spot (DBS) sample analysis have been proven their diagnostic worth in real-world clinical experiences both at centralized and decentralized diagnostic settings, in mass hepatitis C screening campaigns, and hard-to-reach aboriginal hepatitis C populations in remote areas. The present review article overviews the significance of current and emerging hepatitis C diagnostic packages to subvert the public health care burden of this 'silent epidemic' worldwide. We also highlight the challenges that remain to be met about the affordability, accessibility, and health system-related barriers to overcome while modulating the hepatitis C care cascade to adopt a 'test and treat' strategy for every hepatitis C-affected individual. We also elaborate some key measures and strategies in terms of policy and progress to be part of hepatitis C care plans to effectively link diagnosis to care cascade for rapid treatment uptake and, consequently, hepatitis C cure.
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Affiliation(s)
- Imran Shahid
- Department of Pharmacology and Toxicology, Faculty of Medicine, Umm Al-Qura University, Al-Abidiyah, P.O. Box 13578, Makkah 21955, Saudi Arabia; (A.R.A.); (S.S.A.-G.); (I.M.A.)
| | - Abdullah R. Alzahrani
- Department of Pharmacology and Toxicology, Faculty of Medicine, Umm Al-Qura University, Al-Abidiyah, P.O. Box 13578, Makkah 21955, Saudi Arabia; (A.R.A.); (S.S.A.-G.); (I.M.A.)
| | - Saeed S. Al-Ghamdi
- Department of Pharmacology and Toxicology, Faculty of Medicine, Umm Al-Qura University, Al-Abidiyah, P.O. Box 13578, Makkah 21955, Saudi Arabia; (A.R.A.); (S.S.A.-G.); (I.M.A.)
| | - Ibrahim M. Alanazi
- Department of Pharmacology and Toxicology, Faculty of Medicine, Umm Al-Qura University, Al-Abidiyah, P.O. Box 13578, Makkah 21955, Saudi Arabia; (A.R.A.); (S.S.A.-G.); (I.M.A.)
| | - Sidra Rehman
- Functional Genomics Laboratory, Department of Biosciences, COMSATS University Islamabad (CUI), Islamabad 45550, Pakistan;
| | - Sajida Hassan
- Viral Hepatitis Program, Laboratory of Medicine, University of Washington, Seattle, WA 98195, USA;
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14
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Mafirakureva N, Lim AG, Khalid GG, Aslam K, Campbell L, Zahid H, Van den Bergh R, Falq G, Fortas C, Wailly Y, Auat R, Donchuk D, Loarec A, Coast J, Vickerman P, Walker JG. Cost-effectiveness of screening and treatment using direct-acting antivirals for chronic Hepatitis C virus in a primary care setting in Karachi, Pakistan. J Viral Hepat 2021; 28:268-278. [PMID: 33051950 PMCID: PMC7821258 DOI: 10.1111/jvh.13422] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 09/07/2020] [Accepted: 09/28/2020] [Indexed: 12/13/2022]
Abstract
Despite the availability of effective direct-acting antiviral (DAA) treatments for Hepatitis C virus (HCV) infection, many people remain undiagnosed and untreated. We assessed the cost-effectiveness of a Médecins Sans Frontières (MSF) HCV screening and treatment programme within a primary health clinic in Karachi, Pakistan. A health state transition Markov model was developed to estimate the cost-effectiveness of the MSF programme. Programme cost and outcome data were analysed retrospectively. The incremental cost-effectiveness ratio (ICER) was calculated in terms of incremental cost (2016 US$) per disability-adjusted life year (DALY) averted from the provider's perspective over a lifetime horizon. The robustness of the model was evaluated using deterministic and probabilistic sensitivity analyses (PSA). The ICER for implementing testing and treatment compared to no programme was US$450/DALY averted, with 100% of PSA runs falling below the per capita Gross Domestic Product threshold for cost-effective interventions for Pakistan (US$1,422). The ICER increased to US$532/DALY averted assuming national HCV seroprevalence (5.5% versus 33% observed in the intervention). If the cost of liver disease care was included (adapted from resource use data from Cambodia which has similar GDP to Pakistan), the ICER dropped to US$148/DALY, while it became cost-saving if a recently negotiated reduced drug cost of $75/treatment course was assumed (versus $282 in base-case) in addition to cost of liver disease care. In conclusion, screening and DAA treatment for HCV infection are expected to be highly cost-effective in Pakistan, supporting the expansion of similar screening and treatment programmes across Pakistan.
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Affiliation(s)
| | - Aaron G. Lim
- Population Health SciencesBristol Medical SchoolUniversity of BristolBristolUK
| | | | - Khawar Aslam
- Operational Center BrusselsMédecins Sans FrontièresIslamabadPakistan
| | - Linda Campbell
- Population Health SciencesBristol Medical SchoolUniversity of BristolBristolUK
| | - Hassaan Zahid
- Operational Center BrusselsMédecins Sans FrontièresIslamabadPakistan
| | | | | | | | - Yves Wailly
- Operational Center BrusselsMédecins Sans FrontièresBrusselsBelgium
| | - Rosa Auat
- Operational Center BrusselsMédecins Sans FrontièresBrusselsBelgium
| | - Dmytro Donchuk
- Operational Center BrusselsMédecins Sans FrontièresBrusselsBelgium
| | | | - Joanna Coast
- Population Health SciencesBristol Medical SchoolUniversity of BristolBristolUK
| | - Peter Vickerman
- Population Health SciencesBristol Medical SchoolUniversity of BristolBristolUK,NIHR Health Protection Research Unit in Behavioural Science and EvaluationUniversity of BristolBristolUK
| | - Josephine G. Walker
- Population Health SciencesBristol Medical SchoolUniversity of BristolBristolUK
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