1
|
Pesonen M, Jylhä V, Kankaanpää E. Adverse drug events in cost-effectiveness models of pharmacological interventions for diabetes, diabetic retinopathy, and diabetic macular edema: a scoping review. JBI Evid Synth 2024:02174543-990000000-00336. [PMID: 39054883 DOI: 10.11124/jbies-23-00511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/27/2024]
Abstract
OBJECTIVE The objective of this review was to examine the role of adverse drug events (ADEs) caused by pharmacological interventions in cost-effectiveness models for diabetes mellitus, diabetic retinopathy, and diabetic macular edema. INTRODUCTION Guidelines for economic evaluation recognize the importance of including ADEs in the analysis, but in practice, consideration of ADEs in cost-effectiveness models seem to be vague. Inadequate inclusion of these harmful outcomes affects the reliability of the results, and the information provided by economic evaluation could be misleading. Reviewing whether and how ADEs are incorporated in cost-effectiveness models is necessary to understand the current practices of economic evaluation. INCLUSION CRITERIA Studies included were published between 2011-2022 in English, representing cost-effectiveness analyses using modeling framework for pharmacological interventions in the treatment of diabetes mellitus, diabetic retinopathy, or diabetic macular edema. Other types of analyses and other types of conditions were excluded. METHODS The databases searched included MEDLINE (PubMed), CINAHL (EBSCOhost), Scopus, Web of Science Core Collection, and NHS Economic Evaluation Database. Gray literature was searched via the National Institute for Health and Care Excellence, European Network for Health Technology Assessment, the National Institute for Health and Care Research, and the International Network of Agencies for Health Technology Assessment. The search was conducted on January 1, 2023. Titles and abstracts were screened for inclusion by 2 independent reviewers. Full-text review was conducted by 3 independent reviewers. A data extraction form was used to extract and analyze the data. Results were presented in tabular format with a narrative summary, and discussed in the context of existing literature and guidelines. RESULTS A total of 242 reports were extracted and analyzed in this scoping review. For the included analyses, type 2 diabetes was the most common disease (86%) followed by type 1 diabetes (10%), diabetic macular edema (9%), and diabetic retinopathy (0.4%). The majority of the included analyses used a health care payer perspective (88%) and had a time horizon of 30 years or more (75%). The most common model type was a simulation model (57%), followed by a Markov simulation model (18%). Of the included cost-effectiveness analyses, 26% included ADEs in the modeling, and 13% of the analyses excluded them. Most of the analyses (61%) partly considered ADEs; that is, only 1 or 2 ADEs were included. No difference in overall inclusion of ADEs between the different conditions existed, but the models for diabetic retinopathy and diabetic macular edema more often omitted the ADE-related impact on quality of life compared with the models for diabetes mellitus. Most analyses included ADEs in the models as probabilities (55%) or as a submodel (40%), and the most common source for ADE incidences were clinical trials (65%). CONCLUSIONS The inclusion of ADEs in cost-effectiveness models is suboptimal. The ADE-related costs were better captured than the ADE-related impact on quality of life, which was most pronounced in the models for diabetic retinopathy and diabetic macular edema. Future research should investigate the potential impact of ADEs on the results, and identify the criteria and policies for practical inclusion of ADEs in economic evaluation.
Collapse
Affiliation(s)
- Mari Pesonen
- Department of Health and Social Management, University of Eastern Finland, Kuopio, Finland
- Finnish Centre for Evidence-Based Health Care: A JBI Centre of Excellence, Helsinki, Finland
| | - Virpi Jylhä
- Department of Health and Social Management, University of Eastern Finland, Kuopio, Finland
- Finnish Centre for Evidence-Based Health Care: A JBI Centre of Excellence, Helsinki, Finland
- Research Centre for Nursing Science and Social and Health Management, Kuopio University Hospital, Wellbeing Services County of North Savo, Finland
| | - Eila Kankaanpää
- Department of Health and Social Management, University of Eastern Finland, Kuopio, Finland
| |
Collapse
|
2
|
AlRuthia Y, Hani Aburisheh K, Ata S, Bin Salleeh R, Alqudhibi SB, Alqudhibi RB, Alkraidis Z, Humood Alkhalaf H, Abdullah Almogirah A, Mujammami M, Al Khalifah R. Cost consequence analysis of adding semaglutide to treatment regimen for patients with Type II diabetes in Saudi Arabia. Saudi Pharm J 2024; 32:102057. [PMID: 38601976 PMCID: PMC11004995 DOI: 10.1016/j.jsps.2024.102057] [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] [Indexed: 04/12/2024] Open
Abstract
Introduction Semaglutide, a Glucagon-like Peptide-1 Receptor Agonist (GLP-1 RA), is often prescribed for managing type 2 diabetes, particularly in cases unresponsive to other hypoglycemic agents. Despite its popularity, the real-world efficacy and cost-effectiveness of Semaglutide relative to other treatments remain understudied. Objective This study aimed to examine the direct medical cost and consequences of adding Semaglutide to the treatment regimen for patients with type 2 diabetes in Saudi Arabia. Methods We conducted a single-center, retrospective review of Electronic Medical Records (EMRs) for adults with type 2 diabetes. Patients who had been on Semaglutide for at least three months were matched with those receiving alternative hypoglycemic therapies. Exclusions were made for patients with cancer, incomplete EMRs, or lacking prescription data. Investigated outcomes included changes in HbA1C levels and weight, and the direct costs comprised medications, clinic visits, and emergency care. Baseline adjustments were made through inverse probability treatment weighting, and uncertainty was assessed via bootstrapping with 10,000 replications. Results Out of 350 patients meeting the criteria, 116 were on Semaglutide. Predominantly females (62%), the cohort had an average age of 60 and a disease duration of 22 years. The difference in HbA1C (%) reductions between Semaglutide and non-Semaglutide users over 3,6, and 12 months were 0.154 (95% CI: -0.452-0.483), -0.031(95% CI: -0.754-0.239), -0.16(95% CI: -1.425-0.840), respectively. Semaglutide users did experience modest weight reductions ranging from 0.42 kg to 1.16 kg. The annual additional direct medical cost for Semaglutide was USD 4,086.82 (95% CI: $3,710.85 - $4,294.99). Conclusion Although Semaglutide induced modest weight reductions, it did not offer significant advantages in lowering HbA1C levels compared to other hypoglycemic treatments. These findings suggest the need for further research involving larger and more diverse cohorts to corroborate these findings.
Collapse
Affiliation(s)
- Yazed AlRuthia
- Department of Clinical Pharmacy, College of Pharmacy, Riyadh, Saudi Arabia
- Pharmacoeconomics Research Unit, Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Khaled Hani Aburisheh
- University Diabetes Center, King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
| | - Sondus Ata
- Department of Pharmacy, King Saud Medical City, Riyadh, Saudi Arabia
| | - Raghad Bin Salleeh
- Department of Clinical Pharmacy, College of Pharmacy, Riyadh, Saudi Arabia
| | | | | | - Ziad Alkraidis
- Department of Clinical Pharmacy, College of Pharmacy, Riyadh, Saudi Arabia
| | | | | | - Muhammad Mujammami
- University Diabetes Center, King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
- Department of Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Reem Al Khalifah
- University Diabetes Center, King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
- Division of Pediatric Endocrinology, Department of Pediatrics, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| |
Collapse
|
3
|
Laursen HVB, Jørgensen EP, Vestergaard P, Ehlers LH. A Systematic Review of Cost-Effectiveness Studies of Newer Non-Insulin Antidiabetic Drugs: Trends in Decision-Analytical Models for Modelling of Type 2 Diabetes Mellitus. PHARMACOECONOMICS 2023; 41:1469-1514. [PMID: 37410277 PMCID: PMC10570198 DOI: 10.1007/s40273-023-01268-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/19/2023] [Indexed: 07/07/2023]
Abstract
BACKGROUND We performed a systematic overview of the cost-effectiveness analyses (CEAs) comparing Non-insulin antidiabetic drugs (NIADs) with other NIADs for the treatment of type 2 diabetes mellitus (T2DM), using decision-analytical modelling (DAM), focusing on both the economic results and the underlying methodological choices. METHODS Eligible studies were CEAs using DAM to compare NIADs within the glucagon-like peptide-1 (GLP1) receptor agonists, sodium-glucose cotransporter-2 (SGLT2) inhibitors, or dipeptidyl peptidase-4 (DPP4) inhibitor classes with other NIADs within those classes for the treatment of T2DM. The PubMed, Embase and Econlit databases were searched from 1 January 2018 to 15 November 2022. Two reviewers screened the studies for relevance by titles and abstracts and then for eligibility via full-text screening, extracted the data from the full texts and appendices, and then stored the data in a spreadsheet. RESULTS The search yielded 890 records and 50 studies were eligible for inclusion. The studies were mainly based on a European setting (60%). Industry sponsorship was found in 82% of studies. The CORE diabetes model was used in 48% of the studies. GLP1 and SGLT2 products were the main comparators in 31 and 16 studies, respectively, while one study had DPP4 and two had no easily discernible main comparator. Direct comparison between SGLT2 and GLP1 occurred in 19 studies. At a class level, SGLT2 dominated GLP1 in six studies and was cost effective against GLP1 once as part of a treatment pathway. GLP1 was cost effective in nine studies and not cost effective against SGLT2 in three studies. At a product level, oral and injectable semaglutide, and empagliflozin, were cost effective against other within-class products. Injectable and oral semaglutide were more frequently found cost effective in these comparisons, with some conflicting results. Most of the modelled cohorts and treatment effects were sourced from randomised controlled trials. The following model assumptions varied depending on the class of the main comparator: choice of and reasoning behind risk equations, the time until the treatment switch, and how often the comparators were discontinued. Diabetes-related complications were emphasised on par with quality-adjusted life-years as model outputs. The main quality issues were regarding the description of alternatives, the perspective of analysis, the measurement of costs and consequences, and patient subgroups. CONCLUSION The included CEAs using DAMs have limitations that hinder their ability to inform decision makers on the cost-effective choice: lack of updated reasoning behind the choice of key model assumptions, over-reliance on risk equations based on older treatment practices, and sponsorship bias. The question of which NIAD is cost effective for the treatment of which T2DM patient is a pressing one and the answer remains unclear.
Collapse
Affiliation(s)
- Henrik Vitus Bering Laursen
- Danish Center for Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.
- Steno Diabetes Center North Denmark, Aalborg, Denmark.
| | | | - Peter Vestergaard
- Steno Diabetes Center North Denmark, Aalborg, Denmark
- Department of Endocrinology, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University Hospital, Aalborg, Denmark
| | | |
Collapse
|
4
|
Evans M, Berry S, Malkin SJP, Hunt B, Sharma A. Evaluating the Long-Term Cost-Effectiveness of Once-Weekly Semaglutide 1 mg Versus Liraglutide 1.8 mg: A Health Economic Analysis in the UK. Diabetes Ther 2023; 14:1005-1021. [PMID: 37120480 PMCID: PMC10203087 DOI: 10.1007/s13300-023-01408-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 04/12/2023] [Indexed: 05/01/2023] Open
Abstract
INTRODUCTION Glucagon-like peptide-1 (GLP-1) receptor agonists represent highly efficacious treatment options for type 2 diabetes. Liraglutide was amongst the first authorised for use in 2010, but once-weekly semaglutide represents the most efficacious GLP-1 analogue currently available for type 2 diabetes. The aim of the present analysis was therefore to evaluate the long-term cost-effectiveness of once-weekly semaglutide 1 mg versus liraglutide 1.8 mg with a lowered acquisition cost in the UK, as potentially lower cost liraglutide formulations may soon be developed. METHODS Outcomes were projected over patients' lifetimes using the IQVIA Core Diabetes Model (v9.0). Baseline cohort characteristics were sourced from SUSTAIN 2, with changes in HbA1c, blood pressure and body mass index applied from a network meta-analysis, in which SUSTAIN 2 was used to inform the semaglutide arm. Modelled patients received semaglutide or liraglutide for 3 years, after which treatment was intensified to basal insulin. Costs were accounted from a healthcare payer perspective and expressed in 2021 pounds sterling (GBP). The acquisition cost of liraglutide was reduced by 33% compared with the currently marketed formulation. RESULTS Life expectancy and quality-adjusted life expectancy were projected to improve with once-weekly semaglutide 1 mg, by 0.05 years and 0.06 quality-adjusted life years, respectively, versus liraglutide 1.8 mg. Clinical benefits were due to a reduced incidence of diabetes-related complications with semaglutide. Direct costs were estimated to be GBP 280 lower with semaglutide, entirely because of avoidance of diabetes-related complications versus liraglutide. Semaglutide 1 mg was therefore considered dominant versus liraglutide 1.8 mg, even with the liraglutide price reduced by 33%. CONCLUSION Once-weekly semaglutide 1 mg is likely to represent a dominant treatment option versus liraglutide 1.8 mg for the treatment of type 2 diabetes in the UK, even with the liraglutide price reduced by 33%.
Collapse
Affiliation(s)
- Marc Evans
- Diabetes Resource Centre, University Hospital Llandough, Penlan Rd, Llandough, Penarth, Cardiff, CF64 2XX, UK.
| | | | | | - Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland
| | | |
Collapse
|
5
|
Evans M, Chubb B, Malkin SJP, Berry S, Lawson J, Hunt B. Once-weekly semaglutide versus insulin aspart for the treatment of type 2 diabetes in the UK: A long-term cost-effectiveness analysis based on SUSTAIN 11. Diabetes Obes Metab 2023; 25:491-500. [PMID: 36251282 PMCID: PMC10092031 DOI: 10.1111/dom.14892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 09/29/2022] [Accepted: 10/09/2022] [Indexed: 02/02/2023]
Abstract
AIM To evaluate the long-term cost-effectiveness of once-weekly semaglutide 1 mg versus insulin aspart in the UK. MATERIALS AND METHODS Long-term outcomes were projected over patients' lifetimes using the IQVIA CORE Diabetes Model (vers 9.0). SUSTAIN 11 was used to inform baseline cohort characteristics and treatment effects. Patients were modelled to receive once-weekly semaglutide plus basal insulin for 3 years before intensifying to basal-bolus insulin, compared with basal-bolus insulin for lifetimes in the aspart arm. Costs were accounted from a healthcare payer perspective in the UK, expressed in 2021 pounds sterling (GBP). RESULTS Once-weekly semaglutide 1 mg was associated with improvements in quality-adjusted life expectancy of 0.18 quality-adjusted life years (QALYs) versus insulin aspart, due to a reduced incidence and delayed time to onset of diabetes-related complications. Direct costs were estimated to be GBP 800 higher with semaglutide, with higher treatment costs partially offset by cost savings from avoidance of diabetes-related complications. Once-weekly semaglutide 1 mg was therefore associated with an incremental cost-effectiveness ratio of GBP 4457 per QALY gained versus insulin aspart. CONCLUSIONS Based on a willingness-to-pay threshold of GBP 20 000 per QALY gained, once-weekly semaglutide 1 mg was projected to be highly cost-effective versus insulin aspart for the treatment of type 2 diabetes in the UK.
Collapse
Affiliation(s)
- Marc Evans
- Diabetes Resource Centre, University Hospital Llandough, Cardiff, UK
| | | | | | | | | | - Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland
| |
Collapse
|
6
|
Liu L, Ruan Z, Ung COL, Zhang Y, Shen Y, Han S, Jia R, Qiao J, Hu H, Guo L. Long-Term Cost-Effectiveness of Subcutaneous Once-Weekly Semaglutide Versus Polyethylene Glycol Loxenatide for Treatment of Type 2 Diabetes Mellitus in China. Diabetes Ther 2023; 14:93-107. [PMID: 36414806 PMCID: PMC9880095 DOI: 10.1007/s13300-022-01336-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 10/31/2022] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE This study aimed to evaluate the long-term cost-effectiveness of once-weekly subcutaneous semaglutide versus polyethylene glycol loxenatide (PEG-loxenatide) in patients with type 2 diabetes uncontrolled on metformin, from a Chinese healthcare systems perspective. METHODS The study applied the Swedish Institute of Health Economics Diabetes Cohort Model to evaluate the long-term clinical and economic outcomes of once-weekly treatment of semaglutide at 0.5 mg and 1.0 mg, respectively, versus PEG-loxenatide 0.2 mg, over a 40-year time horizon. Baseline cohort characteristics were collected from the SUSTAIN China trial. A network meta-analysis was conducted to obtain comparative treatment effects of once-weekly semaglutide and PEG-loxenatide based on two phase 3a clinical trials. Drug costs were sourced from the national bidding price of China. Outcomes were discounted at 5.0% per annum. One-way sensitivity analysis and probabilistic sensitivity analysis were conducted to assess the uncertainty of the base-case results. RESULTS When compared with PEG-loxenatide 0.2 mg, the projections of outcomes over the 40-year time horizon in patients with type 2 diabetes uncontrolled on metformin showed that treatment with once-weekly semaglutide 0.5 mg and 1.0 mg were associated with improved discounted life expectancy by 0.08 and 0.12 years, and improved discounted quality-adjusted life expectancy by 0.16 and 0.22 quality-adjusted life-years, respectively. Once-weekly semaglutide 0.5 mg and 1.0 mg were achieved at lifetime cost savings of 19,309 China Yuan (CNY) and 10,179 CNY, respectively. Sensitivity analyses verified the robustness of the results. CONCLUSION From the perspective of Chinese healthcare systems, treatment with once-weekly subcutaneous semaglutide represents a dominant option versus PEG-loxenatide for patients with type 2 diabetes uncontrolled on metformin.
Collapse
Affiliation(s)
- Lei Liu
- Department of Pharmacy, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Zhen Ruan
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Carolina Oi Lam Ung
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
- Department of Public Health and Medicinal Administration, Faculty of Health Sciences, University of Macau, Macao SAR, China
| | - Yawen Zhang
- Novo Nordisk (China) Pharmaceuticals Co., Ltd., Beijing, China
| | - Yang Shen
- School of Public Health, Peking University, Beijing, China
| | - Sheng Han
- International Research Center for Medicinal Administration, Peking University, Beijing, China
| | - Ruxu Jia
- Global Business School for Health, University College London, Gower Street, London, WC1E 6BT UK
| | - Jingtao Qiao
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Hao Hu
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
- Department of Public Health and Medicinal Administration, Faculty of Health Sciences, University of Macau, Macao SAR, China
| | - Lixin Guo
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| |
Collapse
|
7
|
Ruan Z, Ung COL, Shen Y, Zhang Y, Wang W, Luo J, Zou H, Xue Y, Wang Y, Hu H, Guo L. Long-Term Cost-Effectiveness Analysis of Once-Weekly Semaglutide versus Dulaglutide in Patients with Type 2 Diabetes with Inadequate Glycemic Control in China. Diabetes Ther 2022; 13:1737-1753. [PMID: 35934763 PMCID: PMC9500126 DOI: 10.1007/s13300-022-01301-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Accepted: 07/14/2022] [Indexed: 01/12/2023] Open
Abstract
INTRODUCTION The objective of the current study was to assess the long-term cost-effectiveness of once-weekly semaglutide 0.5 mg and 1.0 mg versus dulaglutide 1.5 mg for the treatment of patients with type 2 diabetes uncontrolled on metformin in the Chinese setting. METHODS The Swedish Institute of Health Economics Diabetes Cohort Model (IHE-DCM) was used to evaluate the long-term health and economic outcomes of once-weekly semaglutide and dulaglutide. Analysis was conducted from the perspective of the Chinese healthcare systems over a time horizon of 40 years. Data on baseline cohort characteristics and treatment effects were sourced from the SUSTAIN 7 clinical trial. Costs included treatment costs and costs of complications. Projected health and economic outcomes were discounted at a rate of 5% annually. The robustness of the results was evaluated through one-way sensitivity analyses and probabilistic sensitivity analyses. RESULTS Compared with dulaglutide 1.5 mg, once-weekly semaglutide 0.5 mg and 1.0 mg were associated with improvements in discounted life expectancy of 0.04 and 0.10 years, respectively, and improvements in discounted quality-adjusted life expectancy of 0.08 and 0.19 quality-adjusted life years (QALYs), respectively. Clinical benefits were achieved at reduced costs, with lifetime cost savings of 8355 Chinese Yuan (CNY) with once-weekly semaglutide 0.5 mg and 11,553 CNY with once-weekly semaglutide 1.0 mg. Sensitivity analyses verified the robustness of the research results. CONCLUSIONS Once-weekly semaglutide was suggested to be dominant (more effective and less costly) versus dulaglutide 1.5 mg in patients with type 2 diabetes uncontrolled on metformin treatment in China.
Collapse
Affiliation(s)
- Zhen Ruan
- Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Carolina Oi Lam Ung
- Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
- Department of Public Health and Medicinal Administration, Faculty of Health Sciences, University of Macau, Macao SAR, China
| | - Yang Shen
- Novo Nordisk (China) Pharmaceuticals Co., Ltd., Beijing, China
| | - Yawen Zhang
- Novo Nordisk (China) Pharmaceuticals Co., Ltd., Beijing, China
| | - Weihao Wang
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Jingyi Luo
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Huimin Zou
- Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Yan Xue
- Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Yao Wang
- Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Hao Hu
- Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
- Department of Public Health and Medicinal Administration, Faculty of Health Sciences, University of Macau, Macao SAR, China
| | - Lixin Guo
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| |
Collapse
|
8
|
Hu S, Wang S, Qi C, Gu S, Shi C, Mao L, Fan G. Cost-Utility Analysis of Once-Weekly Semaglutide, Dulaglutide, and Exenatide for Type 2 Diabetes Patients Receiving Metformin-Based Background Therapy in China. Front Pharmacol 2022; 13:831364. [PMID: 35250578 PMCID: PMC8894868 DOI: 10.3389/fphar.2022.831364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 01/31/2022] [Indexed: 11/18/2022] Open
Abstract
Introduction: The substantial financial burden associated with type 2 diabetes (T2D) over a lifetime cannot be neglected. Therefore, the objective of this study was to evaluate the pharmacoeconomic value of three once-weekly GLP-1 RAs, namely subcutaneous semaglutide (sc. SEMA), dulaglutide (DULA), and extended-release exenatide (e-r EXEN), in treating patients with T2D that cannot be controlled with metformin-based background therapy, and to find a suitable price reduction for non-cost-effective medications, to provide reasonable recommendations to the administration for adjusting drug prices. Methods: The baseline characteristics of the simulation patient cohort were sourced from a comprehensive meta-analysis synthesizing 453 trials evaluating 21 hypoglycemic agents from nine categories of drugs. The UKPDS OM2 was applied to project the long-term effectiveness and costs from a Chinese health care provider’s perspective. After cost-utility analysis, the reasonable price adjustment of non-cost-effective options was explored via binary search. Uncertainty was measured by means of sensitivity analysis. Results: After a 40-year simulation, the sc. SEMA, DULA, and e-r EXEN groups yielded 9.6315, 9.5968, and 9.5895 quality-adjusted life years (QALYs), respectively. In terms of expenditure, the total costs for the sc. SEMA, DULA, and e-r EXEN groups were $42012.47, $24931.27, and $40264.80, respectively. DULA was dominant over e-r EXEN due to the higher QALYs and lower total costs. The ICURs of sc. SEMA vs. DULA and sc. SEMA vs. e-r EXEN were $492994.72/QALY and $41622.69/QALY (ICUR > λ), respectively, indicating that sc. SEMA was not more cost-effective than DULA or e-r EXEN. The INMB and absolute NMB yielded the same conclusions which were robust to one-way, scenario, and probabilistic sensitivity analyses. After several assumptions in the binary search, sc. SEMA and e-r EXEN appear to become cost-effective when their annual costs are decreased by 57.67% and 70.34%, respectively, with DULA as a counterpart. Conclusion: From the cost-utility analysis, DULA appears to be the most cost-effective option among sc. SEMA, DULA, and e-r EXEN for the treatment of patients with T2D receiving metformin-based background therapy. With a 57.67% or 70.34% reduction in cost, sc. SEMA or e-r EXEN, respectively, would become as cost-effective as DULA in China.
Collapse
|
9
|
Malkin SJP, Hunt B, Huisman EL, Grand TS, Chubb B. The long-term cost-effectiveness of oral semaglutide in the Netherlands based on the PIONEER 2, 3 and 4 randomized controlled trials. Diabetes Res Clin Pract 2021; 175:108759. [PMID: 33744377 DOI: 10.1016/j.diabres.2021.108759] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 03/05/2021] [Accepted: 03/09/2021] [Indexed: 01/08/2023]
Abstract
AIMS To assess the long-term cost-effectiveness of novel glucagon-like peptide-1 (GLP-1) analog oral semaglutide versus sodium-glucose cotransporter-2 inhibitor empagliflozin, dipeptidyl peptidase-4 inhibitor sitagliptin and injectable GLP-1 analog liraglutide in the Netherlands, based on the results of the PIONEER clinical trials. METHODS Outcomes were projected over patient lifetimes using the IQVIA CORE Diabetes Model. Clinical data were derived from PIONEER 2, 3 and 4. Patients were assumed to receive initial treatments until glycated hemoglobin exceeded 7.5%, then treatment-intensified to basal insulin therapy. Costs were accounted from a societal perspective in 2019 euros (EUR). RESULTS Oral semaglutide 14 mg was associated with improvements in quality-adjusted life expectancy of 0.15, 0.22 and 0.09quality-adjusted life years (QALYs) versus empagliflozin 25 mg, sitagliptin 100 mg and liraglutide 1.8 mg, respectively, with combined costs EUR1,032 higher, EUR115 higher and EUR1,267 lower. Oral semaglutide was therefore associated with incremental cost-effectiveness ratios of EUR7,061 and EUR516 per QALY gained versus empagliflozin and sitagliptin, respectively. CONCLUSIONS Based on long-term projections, oral semaglutide 14 mg was considered cost-effective versus empagliflozin 25 mg and sitagliptin 100 mg and dominant versus liraglutide 1.8 mg for the treatment of type 2 diabetes in the Netherlands.
Collapse
Affiliation(s)
| | - Barnaby Hunt
- Ossian Health Economics and Communications, Basel, Switzerland
| | | | | | | |
Collapse
|
10
|
Ruan Z, Yang L, Shi H, Yue X, Wang Y, Liang M, Hu H. The cost-effectiveness of once-weekly semaglutide compared with other GLP-1 receptor agonists in type 2 Diabetes: a systematic literature review. Expert Rev Pharmacoecon Outcomes Res 2020; 21:221-233. [PMID: 33317348 DOI: 10.1080/14737167.2021.1860022] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Introduction: As a novel glucagon-like peptide-1receptor agonist (GLP-1 RA) for type 2 diabetes (T2D) treatment, the economic value of once-weekly semaglutide had been assessed in several country settings. The authors' objective was to systematically review the existing pharmacoeconomic literature evaluating the cost-effectiveness associated with once-weekly semaglutide compared with other GLP-1 RAs and provide implications for further researches.Areas covered: We conducted a systematic literature review of cost-effectiveness analysis (CEA) published up to 25 July 2020 in PubMed, web of science, and the ISPOR presentation database, compared once-weekly semaglutide with other GLP-1 RAs in T2D. Nineteen studies were identified, including 8 short-term and 11 long-term studies. General characteristics and main results of the included studies were summarized.Expert opinion: This review provided references for other countries to overview the value of once-weekly semaglutide compared with other GLP-1 RAs in T2D in the healthcare decision-making process and to conduct their CEA studies associated with once-weekly semaglutide. The authors found that the cardiovascular (CV) benefit of once-weekly semaglutide was under-estimated in current studies and suggested that the methods of economic evaluations for novel anti-diabetic drugs with CV benefit should be improved in future researches.
Collapse
Affiliation(s)
- Zhen Ruan
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Lisong Yang
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Honghao Shi
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Xiaomeng Yue
- Pharmacy Practice & Administrative Sciences, James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio, USA
| | - Yao Wang
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Miaoying Liang
- International Health Management, Imperial College Business School, Imperial College London, London, UK
| | - Hao Hu
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| |
Collapse
|
11
|
Martín V, Vidal J, Malkin SJP, Hallén N, Hunt B. Evaluation of the Long-Term Cost-Effectiveness of Once-Weekly Semaglutide Versus Dulaglutide and Sitagliptin in the Spanish Setting. Adv Ther 2020; 37:4427-4445. [PMID: 32862365 DOI: 10.1007/s12325-020-01464-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Indexed: 01/21/2023]
Abstract
INTRODUCTION Healthcare systems aim to maximize the health of the population, but must work within constrained budgets. Therefore, choosing therapies that are both effective and cost-effective is paramount. The present analysis assessed the cost-effectiveness of once-weekly semaglutide 0.5 mg and 1 mg versus once-weekly dulaglutide 1.5 mg and versus once daily sitagliptin 100 mg for the treatment of patients with type 2 diabetes with inadequate glycemic control on oral anti-hyperglycemic medications over patient lifetimes from a healthcare payer perspective in the Spanish setting. METHODS Cost and clinical outcomes were projected over patient lifetimes using the IQVIA CORE Diabetes Model. Baseline cohort characteristics and treatment effects on initiation of semaglutide 0.5 mg and 1 mg, dulaglutide 1.5 mg and sitagliptin 100 mg were based on the once-weekly semaglutide clinical trial program (SUSTAIN 7 and 2). Captured costs included treatment costs and costs of diabetes-related complications. Projected outcomes were discounted at 3.0% annually. RESULTS Projections of long-term clinical outcomes indicated that once-weekly semaglutide 0.5 mg and 1 mg were associated with improvements in discounted life expectancy of 0.02 and 0.11 years, respectively, and discounted quality-adjusted life expectancy of 0.03 and 0.11 quality-adjusted life years (QALYs), respectively, versus dulaglutide 1.5 mg. Compared with sitagliptin, once-weekly semaglutide 0.5 mg and 1 mg were associated with improvements in discounted life expectancy of 0.17 and 0.24 years, respectively and discounted quality-adjusted life expectancy of 0.16 and 0.23 QALYs. The increased duration and quality of life with once-weekly semaglutide 0.5 mg and 1 mg resulted from a reduced cumulative incidence and delayed time to onset of diabetes-related complications. Avoided complications resulted in once-weekly semaglutide 0.5 mg and 1 mg being cost-saving versus dulaglutide 1.5 mg and versus sitagliptin 100 mg from a healthcare payer perspective. CONCLUSIONS Once-weekly semaglutide 0.5 mg and 1 mg were considered dominant (more effective and less costly) versus sitagliptin 100 mg and dulaglutide 1.5 mg for the treatment of patients with type 2 diabetes with inadequate glycemic control on oral anti-hyperglycemic medications and are likely to be a good use of healthcare resources in the Spanish setting.
Collapse
|
12
|
Bain SC, Hansen BB, Malkin SJP, Nuhoho S, Valentine WJ, Chubb B, Hunt B, Capehorn M. Oral Semaglutide Versus Empagliflozin, Sitagliptin and Liraglutide in the UK: Long-Term Cost-Effectiveness Analyses Based on the PIONEER Clinical Trial Programme. Diabetes Ther 2020; 11:259-277. [PMID: 31833042 PMCID: PMC6965564 DOI: 10.1007/s13300-019-00736-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION The PIONEER trial programme showed that, after 52 weeks, the novel oral glucagon-like peptide-1 (GLP-1) analogue semaglutide 14 mg was associated with significantly greater reductions in glycated haemoglobin (HbA1c) versus a sodium-glucose cotransporter-2 inhibitor (empagliflozin 25 mg), a dipeptidyl peptidase-4 inhibitor (sitagliptin 100 mg) and an injectable GLP-1 analogue (liraglutide 1.8 mg). The aim of the present analysis was to assess the long-term cost-effectiveness of oral semaglutide 14 mg versus each of these comparators in the UK setting. METHODS Analyses were performed from a healthcare payer perspective using the IQVIA CORE Diabetes Model, in which outcomes were projected over patient lifetimes (50 years). Baseline cohort characteristics and treatment effects were based on 52-week data from the PIONEER 2, 3 and 4 randomised controlled trials, comparing oral semaglutide with empagliflozin, sitagliptin and liraglutide, respectively. Treatment switching occurred when HbA1c exceeded 7.5% (58 mmol/mol). Utilities, treatment costs and costs of diabetes-related complications (in pounds sterling [GBP]) were taken from published sources. The acquisition cost of oral semaglutide was assumed to match that of once-weekly semaglutide. RESULTS Oral semaglutide was associated with improvements in quality-adjusted life expectancy of 0.09 quality-adjusted life years (QALYs) versus empagliflozin, 0.20 QALYs versus sitagliptin and 0.07 QALYs versus liraglutide. Direct costs over a patient's lifetime were GBP 971 and GBP 963 higher with oral semaglutide than with empagliflozin and sitagliptin, respectively, but GBP 1551 lower versus liraglutide. Oral semaglutide was associated with a reduced incidence of diabetes-related complications versus all comparators. Therefore, oral semaglutide 14 mg was associated with incremental cost-effectiveness ratios of GBP 11,006 and 4930 per QALY gained versus empagliflozin 25 mg and sitagliptin 100 mg, respectively, and was more effective and less costly (dominant) versus liraglutide 1.8 mg. CONCLUSION Oral semaglutide was cost-effective versus empagliflozin and sitagliptin, and dominant versus liraglutide, for the treatment of type 2 diabetes in the UK.
Collapse
Affiliation(s)
- Stephen C Bain
- Institute of Life Science, Swansea University Medical School, Singleton Park, Swansea, UK
| | - Brian B Hansen
- Novo Nordisk A/S, Vandtårnsvej 108, 2860, Søborg, Denmark
| | - Samuel J P Malkin
- Ossian Health Economics and Communications, Bäumleingasse 20, 4051, Basel, Switzerland
| | - Solomon Nuhoho
- Novo Nordisk A/S, Vandtårnsvej 108, 2860, Søborg, Denmark
| | - William J Valentine
- Ossian Health Economics and Communications, Bäumleingasse 20, 4051, Basel, Switzerland
| | - Barrie Chubb
- Novo Nordisk Ltd., 3 City Place, Beehive Ring Road, Gatwick, UK
| | - Barnaby Hunt
- Ossian Health Economics and Communications, Bäumleingasse 20, 4051, Basel, Switzerland.
| | - Matthew Capehorn
- Rotherham Institute of Obesity, Clifton Medical Centre, Doncaster Gate, Rotherham, UK
| |
Collapse
|