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Nikolaidis GF, Woods B, Palmer S, Soares MO. Classifying information-sharing methods. BMC Med Res Methodol 2021; 21:107. [PMID: 34022810 PMCID: PMC8140466 DOI: 10.1186/s12874-021-01292-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 04/22/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Sparse relative effectiveness evidence is a frequent problem in Health Technology Assessment (HTA). Where evidence directly pertaining to the decision problem is sparse, it may be feasible to expand the evidence-base to include studies that relate to the decision problem only indirectly: for instance, when there is no evidence on a comparator, evidence on other treatments of the same molecular class could be used; similarly, a decision on children may borrow-strength from evidence on adults. Usually, in HTA, such indirect evidence is either included by ignoring any differences ('lumping') or not included at all ('splitting'). However, a range of more sophisticated methods exists, primarily in the biostatistics literature. The objective of this study is to identify and classify the breadth of the available information-sharing methods. METHODS Forwards and backwards citation-mining techniques were used on a set of seminal papers on the topic of information-sharing. Papers were included if they specified (network) meta-analytic methods for combining information from distinct populations, interventions, outcomes or study-designs. RESULTS Overall, 89 papers were included. A plethora of evidence synthesis methods have been used for information-sharing. Most papers (n=79) described methods that shared information on relative treatment effects. Amongst these, there was a strong emphasis on methods for information-sharing across multiple outcomes (n=42) and treatments (n=25), with fewer papers focusing on study-designs (n=23) or populations (n=8). We categorise and discuss the methods under four 'core' relationships of information-sharing: functional, exchangeability-based, prior-based and multivariate relationships, and explain the assumptions made within each of these core approaches. CONCLUSIONS This study highlights the range of information-sharing methods available. These methods often impose more moderate assumptions than lumping or splitting. Hence, the degree of information-sharing that they impose could potentially be considered more appropriate. Our identification of four 'core' methods of information-sharing allows for an improved understanding of the assumptions underpinning the different methods. Further research is required to understand how the methods differ in terms of the strength of sharing they impose and the implications of this for health care decisions.
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Affiliation(s)
- Georgios F. Nikolaidis
- The University of York, Centre for Health Economics, Alcuin A Block, Heslington, York, YO10 5DD UK
- IQVIA, 210 Pentonville Road, London, N1 9JY UK
| | - Beth Woods
- The University of York, Centre for Health Economics, Alcuin A Block, Heslington, York, YO10 5DD UK
| | - Stephen Palmer
- The University of York, Centre for Health Economics, Alcuin A Block, Heslington, York, YO10 5DD UK
| | - Marta O. Soares
- The University of York, Centre for Health Economics, Alcuin A Block, Heslington, York, YO10 5DD UK
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Szilberhorn L, Kaló Z, Ágh T. Cost-effectiveness of second-generation direct-acting antiviral agents in chronic HCV infection: a systematic literature review. Antivir Ther 2020; 24:247-259. [PMID: 30652971 DOI: 10.3851/imp3290] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/07/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND Our objectives were to review the economic modelling methods and cost-effectiveness of second-generation direct-acting antiviral agents for the treatment of chronic HCV infection. METHODS A systematic literature search was performed in February 2017 using Scopus and OVID to review relevant publications between 2011 to present. Two independent reviewers screened potential papers. RESULTS The database search resulted in a total of 1,536 articles; after deduplication, title/abstract and full text screening, 67 studies were included for qualitative analysis. The vast majority of studies were conducted in high-income countries (n=59) and used Markov-based modelling techniques (n=60). Most of the analyses utilized long-term time horizons; 58 studies calculated lifetime costs and outcomes. The examined treatments were heterogenic among the studies; seven analyses did not directly evaluate treatments (just with screening or genotype testing). The examined treatments (n=60) were either dominant (23%), or cost-effective at base case (57%) or in given subgroups (18%). Only one (2%) study reported that the assessed treatment was not cost-effective with the given setting and price. CONCLUSIONS Despite their high initial therapeutic costs, second-generation direct-acting antiviral agents were found to be cost-effective to treat chronic HCV infection. Studies were predominantly conducted in higher income countries, although we have limited information on cost-effectiveness in low- and middle-income countries, where assessment of cost-effectiveness is even more essential due to more limited health-care resources and potentially higher public health burden due to unsafe medical interventions.
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Affiliation(s)
- László Szilberhorn
- Department of Health Policy and Health Economics, Eötvös Loránd University, Faculty of Social Sciences, Budapest, Hungary.,Syreon Research Institute, Budapest, Hungary
| | - Zoltán Kaló
- Department of Health Policy and Health Economics, Eötvös Loránd University, Faculty of Social Sciences, Budapest, Hungary.,Syreon Research Institute, Budapest, Hungary
| | - Tamás Ágh
- Syreon Research Institute, Budapest, Hungary
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Karnsakul W, Schwarz KB. Management of Hepatitis C Infection in children in the era of Direct-acting Antiviral Agents. J Viral Hepat 2019; 26:1034-1039. [PMID: 30980688 DOI: 10.1111/jvh.13113] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 03/22/2019] [Accepted: 03/26/2019] [Indexed: 12/12/2022]
Abstract
Chronic hepatitis C certainly is a global health burden in children as well as in adults. Spontaneous viral clearance can occur in early childhood but is uncommon thereafter. Although the majority of cases are asymptomatic during childhood and young adulthood, without an effective treatment, children who acquire HCV via vertical transmission can develop chronic liver disease and other complications including end-stage liver disease and hepatocellular carcinoma in adulthood. Efforts from worldwide health organizations, the pharmaceutical industry, and clinical and research institutions have resulted in very effective interferon-free therapy with direct-acting antiviral agents (DAAs) for HCV-infected children. In this manuscript, we will briefly review the epidemiology of HCV in children, historic treatment, current published data on DAAs in children and conclude with suggestions for management of the child with HCV in the era of DAAs.
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Affiliation(s)
- Wikrom Karnsakul
- Division of Pediatric Gastroenterology and Nutrition, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kathleen B Schwarz
- Division of Pediatric Gastroenterology and Nutrition, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Corman S, Elbasha EH, Michalopoulos SN, Nwankwo C. Cost-Utility of Elbasvir/Grazoprevir in Patients with Chronic Hepatitis C Genotype 1 Infection. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2017; 20:1110-1120. [PMID: 28964443 DOI: 10.1016/j.jval.2017.05.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Revised: 04/24/2017] [Accepted: 05/03/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVE To evaluate the cost-utility of treatment with elbasvir/grazoprevir (EBR/GZR) regimens compared with ledipasvir/sofosbuvir (LDV/SOF), ombitasvir/paritaprevir/ritonavir + dasabuvir ± ribavirin (3D ± RBV), and sofosbuvir/velpatasvir (SOF/VEL) in patients with chronic hepatitis C genotype (GT) 1 infection. METHODS A Markov cohort state-transition model was constructed to evaluate the cost-utility of EBR/GZR ± RBV over a lifetime time horizon from the payer perspective. The target population was patients infected with chronic hepatitis C GT1 subtypes a or b (GT1a or GT1b), stratified by treatment history (treatment-naive [TN] or treatment-experienced), presence of cirrhosis, baseline hepatitis C virus RNA (< or ≥6 million IU/mL), and presence of NS5A resistance-associated variants. The primary outcome was incremental cost-utility ratio for EBR/GZR ± RBV versus available oral direct-acting antiviral agents. One-way and probabilistic sensitivity analyses were performed to test the robustness of the model. RESULTS EBR/GZR ± RBV was economically dominant versus LDV/SOF in all patient populations. EBR/GZR ± RBV was also less costly than SOF/VEL and 3D ± RBV, but produced fewer quality-adjusted life-years in select populations. In the remaining populations, EBR/GZR ± RBV was economically dominant. One-way sensitivity analyses showed varying sustained virologic response rates across EBR/GZR ± RBV regimens, commonly impacted model conclusions when lower bound values were inserted, and at the upper bound resulted in dominance over SOF/VEL in GT1a cirrhotic and GT1b TN noncirrhotic patients. Results of the probabilistic sensitivity analysis showed that EBR/GZR ± RBV was cost-effective in more than 99% of iterations in GT1a and GT1b noncirrhotic patients and more than 69% of iterations in GT1b cirrhotic patients. CONCLUSIONS Compared with other oral direct-acting antiviral agents, EBR/GZR ± RBV was the economically dominant regimen for treating GT1a noncirrhotic and GT1b TN cirrhotic patients, and was cost saving in all other populations.
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Abstract
The economic burden of chronic hepatitis C might exceed $10 billion annually in the United States alone. This disease has a worldwide prevalence of up to 3%, making the global burden of the disease comparably tremendous. The cost of the disease includes direct medical expenses for its hepatic and extrahepatic manifestations, and also indirect costs incurred from impaired quality of life and the loss of work productivity. Recent emergence of treatment options that are not only highly effective and safe but also costly has emphasized the need to study the disease from the economic point of view.
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Affiliation(s)
- Maria Stepanova
- Center for Outcomes Research in Liver Diseases, 2411 I Street NW, Washington, DC 20037, USA; Betty and Guy Beatty Center for Integrated Research, Inova Health System, 3300 Gallows Road, Falls Church, VA 22042, USA
| | - Zobair M Younossi
- Center for Outcomes Research in Liver Diseases, 2411 I Street NW, Washington, DC 20037, USA; Betty and Guy Beatty Center for Integrated Research, Inova Health System, 3300 Gallows Road, Falls Church, VA 22042, USA; Department of Medicine, Center for Liver Diseases, Inova Fairfax Hospital, 3300 Gallows Road, Falls Church, VA 22042, USA.
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Gray E, O'Leary A, Bergin C, Cannon M, Courtney G, Crosbie O, De Gascun CF, Fanning LJ, Feeney E, Houlihan DD, Kelleher B, Lambert JS, Lee J, Mallon P, McConkey S, McCormick A, McKiernan S, McNally C, Murray F, Sheehan G, Stewart S, Walsh C, Norris S. Effectiveness of interferon-free therapy for the treatment of HCV-patients with compensated cirrhosis treated through the Irish early access program. Expert Rev Gastroenterol Hepatol 2017; 11:593-601. [PMID: 28276815 DOI: 10.1080/17474124.2017.1292850] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND We investigated the real-world effectiveness of interferon-free regimens for the treatment of patients with compensated cirrhosis infected with hepatitis C virus (HCV). METHOD Using the Irish national HCV treatment registry, the effectiveness and safety of interferon-free regimens for HCV-infected patients treated between April 2015 and August 2016, was determined. RESULTS A SVR12 was achieved in 86% of subjects treated with sofosbuvir/ledipasvir ± ribavirin (SOF/LDV±RBV), 93% treated with paritaprevir, ombitasvir and ritonavir combined with dasabuvir ± ribavirin (3D±RBV) and 89% treated with sofosbuvir/daclatasvir ± ribavirin (SOF/DCV±RBV). The discontinuation rate was 5% and the on-treatment mortality rate was 1%. CONCLUSION The availability of interferon-free regimens represents a significant breakthrough for the treatment of HCV infection. Treatments options, with high SVR12 rates, are now available for patients with compensated cirrhosis who were unsuitable for treatment with interferon-based regimens. Data obtained from studies conducted in real world practice provide robust information fundamental for input into future economic evaluations for agents used for the treatment of HCV infection.
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Affiliation(s)
- E Gray
- a School of Medicine, Trinity College Dublin , Dublin , Ireland
| | - A O'Leary
- b National Centre for Pharmacoeconomics, St. James' Hospital , Dublin , Ireland.,c School of Pharmacy, Royal College of Surgeons of Ireland , Dublin , Ireland
| | - C Bergin
- a School of Medicine, Trinity College Dublin , Dublin , Ireland.,e St James' Hospital , Dublin , Ireland
| | - M Cannon
- f Beaumont Hospital , Dublin , Ireland
| | - G Courtney
- g St. Luke's Hospital , Kilkenny , Ireland
| | - O Crosbie
- h Cork University Hospital , Cork , Ireland
| | - C F De Gascun
- i National Virus Reference Laboratory , University College Dublin , Dublin , Ireland
| | - L J Fanning
- j Molecular Virology Diagnostic & Research Laboratory, Department of Medicine , University College Cork , Cork , Ireland
| | - E Feeney
- k St. Vincent's University Hospital , Dublin , Ireland
| | - D D Houlihan
- k St. Vincent's University Hospital , Dublin , Ireland
| | - B Kelleher
- d Mater Misericordiae University Hospital , Dublin , Ireland
| | - J S Lambert
- d Mater Misericordiae University Hospital , Dublin , Ireland.,n School of Medicine , University College Dublin , Dublin , Ireland
| | - J Lee
- l University College Hospital , Galway , Ireland
| | - Pwg Mallon
- d Mater Misericordiae University Hospital , Dublin , Ireland.,n School of Medicine , University College Dublin , Dublin , Ireland
| | | | - A McCormick
- k St. Vincent's University Hospital , Dublin , Ireland
| | | | - C McNally
- f Beaumont Hospital , Dublin , Ireland
| | - F Murray
- f Beaumont Hospital , Dublin , Ireland
| | - G Sheehan
- d Mater Misericordiae University Hospital , Dublin , Ireland
| | - S Stewart
- d Mater Misericordiae University Hospital , Dublin , Ireland
| | - C Walsh
- m University of Limerick , Limerick , Ireland
| | - S Norris
- a School of Medicine, Trinity College Dublin , Dublin , Ireland.,e St James' Hospital , Dublin , Ireland
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Guarino M, Morisco F, Valvano MR, Ippolito AM, Librandi M, Andriulli N, Greco M, Amoruso A, Iacobellis A, Niro G, Caporaso N, Andriulli A. Systematic review: interferon-free regimens for patients with HCV-related Child C cirrhosis. Aliment Pharmacol Ther 2017; 45:1193-1200. [PMID: 28261822 DOI: 10.1111/apt.14017] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Revised: 01/21/2017] [Accepted: 02/07/2017] [Indexed: 12/13/2022]
Abstract
BACKGROUND It is unclear whether the efficacy and long-term outcome of treating patients with hepatitis C virus (HCV)-positive cirrhosis with the new protease inhibitors will extend to those with Child C cirrhosis. AIM To assess the effectiveness of the interferon-free regimens in Child C cirrhotic patients with HCV infection. METHODS A systematic Medline search was conducted to retrieve studies describing the treatment of Child C patients with direct-acting agents. Citations from identified studies were cross-referenced and abstracts from European Association for the Study of the Liver (EASL) and American Association for the Study of Liver Disease (AASLD) meetings were checked. Extracted data were evaluated using a meta-analysis to calculate a weighted response rate. RESULTS Seven full-text records and two conference abstracts were retained for analysis from the 649 records identified. Data from an Italian real-life trial were also interrogated. Information on treatment outcome was available for 228 of the 240 Child C patients evaluated in the 10 trials. Overall, the weighted mean sustained virological response (SVR12) was 74.9% (95% CI: 65.6-82.4%). Neither duration of treatment (24 or 12 weeks), nor addition of ribavirin influenced these rates. The weighted SVR12 was 65.4% (95% CI: 46.8-80.2) after sofosbuvir/simeprevir, 76.0% (95% CI: 54.4-89.3%) after sofosbuvir/daclatasvir and 83.0% (95% CI: 73.4-89.6) after sofosbuvir/ledipasvir. Some studies did not provide information on the rate of post-treatment relapse or functional improvement. However, in those studies that did provide such data, a relapse was documented in 12.1% of patients and an improvement of ≥2 points on the model for end-stage liver disease (MELD) score in 61.1% of patients. CONCLUSION The improvement in MELD scores strongly suggests HCV-positive patients with Child C cirrhosis should be treated with these agents.
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Affiliation(s)
- M Guarino
- Gastroenterology Unit, Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - F Morisco
- Gastroenterology Unit, Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - M R Valvano
- Division of Gastroenterology, Casa Sollievo Sofferenza Hospital, IRCCS, San Giovanni Rotondo, Italy
| | - A M Ippolito
- Division of Gastroenterology, Casa Sollievo Sofferenza Hospital, IRCCS, San Giovanni Rotondo, Italy
| | | | | | - M Greco
- Division of Internal Medicine and Clinical Immunology, San Martino Hospital, IRCCS, Genova, Italy
| | - A Amoruso
- Division of Emergency Medicine, San Carlo Hospital, Potenza, Italy
| | - A Iacobellis
- Division of Gastroenterology, Casa Sollievo Sofferenza Hospital, IRCCS, San Giovanni Rotondo, Italy
| | - G Niro
- Division of Gastroenterology, Casa Sollievo Sofferenza Hospital, IRCCS, San Giovanni Rotondo, Italy
| | - N Caporaso
- Gastroenterology Unit, Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - A Andriulli
- Division of Gastroenterology, Casa Sollievo Sofferenza Hospital, IRCCS, San Giovanni Rotondo, Italy
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