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Montilla PJ, Aquino CO, Cunanan E, Encarnacion PJ, Ong-Garcia H, Llanes EJ, Orolfo DD, Permejo C, Taneo MJ, Villanueva AR, Salvador D, Añonuevo J. Cost-utility analysis of empagliflozin for heart failure in the Philippines. J Med Econ 2025; 28:157-167. [PMID: 39743941 DOI: 10.1080/13696998.2024.2447180] [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: 10/20/2024] [Revised: 12/23/2024] [Accepted: 12/23/2024] [Indexed: 01/04/2025]
Abstract
AIMS Empagliflozin confers cardioprotective benefits among patients with heart failure, across the range of ejection fraction (EF), regardless of type 2 diabetes status. The long-term cost-effectiveness of empagliflozin for the treatment of heart failure (HF) in the Philippines remains unclear. This study aims to determine the economic benefit of adding empagliflozin to the standard of care (SoC) vs the SoC alone for HF in the Philippines. METHODS Using a Markov model, we predicted lifetime costs and clinical outcomes associated with treating HF in the Philippine setting. We used estimates of treatment efficacy, event probabilities, and derivations of utilities from the EMPEROR trials. Costs were derived from hospital tariffs and expert consensus. Separate analyses were performed for patients with left ventricular EF > 40%, categorized under mid-range ejection fraction or preserved ejection fraction (HFmrEF/HFpEF), and patients with left EF ≤ 40%, categorized under HF with reduced ejection fraction (HFrEF). RESULTS Our model predicted an average of 0.09 quality-adjusted life year (QALY) gains among HFmrEF/HFpEF patients and HFrEF patients when empagliflozin was compared to SoC. The addition of empagliflozin in the treatment results in a discounted incremental lifetime cost of PHP 62,692 (USD 1,129.99) and PHP 17,215 (USD 308.67) for HFmrEF/HFpEF and HFrEF, respectively. The incremental cost-effectiveness ratio (ICER) of empagliflozin is PHP 198,270 (USD 3,570.72)/QALY and PHP 742,604 (USD 13,385.08)/QALY for HFrEF and HFmrEF/HFpEF, respectively. LIMITATIONS This study employed parameters derived from short-term clinical trial data, alongside metrics representative of Asian populations, which are not specific to the Philippine cohort. CONCLUSIONS Adding empagliflozin to the SoC in comparison to the SoC is associated with improved clinical outcomes and quality-of-life, at additional costs for both HFrEF and HFmrEF/HFpEF.
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Affiliation(s)
| | | | | | | | | | - Elmer Jasper Llanes
- Manila Doctors Hospital, Manila, Philippines
- University of the Philippines-Philippine General Hospital, Manila, Philippines
| | | | | | - Mary Joy Taneo
- Boehringer Ingelheim (Philippines), Inc, Makati, Philippines
| | | | | | - John Añonuevo
- University of the Philippines-Philippine General Hospital, Manila, Philippines
- University of the Philippines College of Medicine, Manila, Philippines
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Zhang X, Zhang Y, Wang J, Tang Z. Sodium-glucose cotransporter 2 inhibitors in the treatment of heart failure patients: A systematic review and meta-analysis of cost-utility studies. Arch Gerontol Geriatr 2025; 133:105809. [PMID: 40054371 DOI: 10.1016/j.archger.2025.105809] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Revised: 02/15/2025] [Accepted: 02/26/2025] [Indexed: 04/05/2025]
Abstract
AIMS Sodium-glucose cotransporter-2 inhibitors (SGLT-2i) have shown promise in reducing cardiovascular mortality and hospitalization due to heart failure (HF), a significant global health issue. This study aims to evaluate the incremental net benefit (INB) of SGLT-2i in HF patients through a systematic review and meta-analysis of cost-utility studies. METHODS We searched five databases from their inception until Aug 30, 2024, economic evolution studies reporting cost-effectiveness and cost-utility analyses comparing SGLT-2i combined with standard triple-therapy versus standard triple-therapy alone in HF patients were selected. INB as the primary outcome was calculated in monetary units adjusted for purchasing power parity in 2022 US dollars. RESULTS This review included 46 studies, with 41 studies (55 comparisons) pooled into meta-analysis. Adding SGLT2is was cost-effective compared to standard triple-therapy alone, from both healthcare system perspective (INB, $4042.08; 95 % CI, $1758.70-$6325.46) and payer perspective (INB, $12,972.84; 95 % CI, $4711.5-$21,234.22). However, subgroup analyses showed non-significant economic benefit in HF patients with preserved ejection fraction (HFpEF) both from the healthcare system perspective (INB, -$639.32; 95 % CI, -$1850.09-$571.44) and the payer perspective (INB, $3611.07; 95 % CI, -$208.49-$7430.64). Additionally, HF patients from low- and middle-income countries did not show significant economic benefit from the payer perspective (INB, $55,645.70; 95 % CI, -$51,000.00-$160,000.00). CONCLUSIONS The findings suggest that adding SGLT-2i is cost-effective compared to conventional standard triple-therapy alone, from both healthcare system and payer perspectives. Nevertheless, the economic benefits are limited in HFpEF and those from low- and middle-income countries. Further research is needed to explore the cost-effectiveness from a broader societal perspective.
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Affiliation(s)
- Xinyue Zhang
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, Shanghai, PR China.
| | - Yanxia Zhang
- Department of Pharmacy, Minhang Hospital, Fudan University, Shanghai, PR China.
| | - Jiayu Wang
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, Shanghai, PR China.
| | - Zhijia Tang
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, Shanghai, PR China; Shanghai Center for Adverse Drug and Medical Device Reaction Monitoring, Shanghai, PR China.
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Lin L, Xiu QP, Liu F, Zhang HJ, Chen YF. Cost-Effectiveness of Dapagliflozin in Heart Failure with Preserved or Mildly Reduced Ejection Fraction: the DELIVER Trial. Cardiovasc Drugs Ther 2025; 39:297-305. [PMID: 38095763 DOI: 10.1007/s10557-023-07515-3] [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] [Accepted: 10/13/2023] [Indexed: 03/30/2025]
Abstract
PURPOSE The DELIVER trial demonstrated the efficacy of dapagliflozin in reducing primary endpoint (cardiovascular (CV) mortality or worsening heart failure) for heart failure with mid-range ejection fraction (HFmrEF) and heart failure with preserved ejection fraction (HFpEF). This study assessed the economic and clinical effects of incorporating dapagliflozin into a standard treatment regimen for HFpEF and HFmrEF cases in China. METHODS A multistate Markov model was used to assess the clinical and economic effects of adding dapagliflozin to the usual treatment regimen for HFpEF and HFmrEF. A log-logistic formula was used to represent the cumulative incidence of hospitalization, readmission, and CV mortality. A 5% annual discount was applied to all costs. The health outcome was the incremental cost-effectiveness ratio (ICER), measured using quality-adjusted life years (QALYs) and life years (LYs). The findings were examined using sensitivity and scenario analyses to assess robustness. RESULTS In the HFpEF or HFmrEF population, the 11.2-year incremental QALYs was 0.15 and LYs was 0.2, yielding an ICER of $10,615.87 per QALY and $7,763.08 per LY. These ICER values are lower than China's per capita gross domestic product (GDP) of $12,752 in 2022. The one-way sensitivity analysis revealed that non-hospital CV death was the most influential parameter. Furthermore, there was a 68% chance that dapagliflozin was cost-effective as an additional treatment, given a willingness-to-pay limit of three times the GDP ($38,256). CONCLUSIONS Dapagliflozin adjunctive therapy was cost-effective in patients with HFpEF or HFmrEF from the perspective of Chinese national insurance.
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Affiliation(s)
- Lu Lin
- Department of Clinical Trial, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Qiu-Ping Xiu
- Department of Clinical Trial, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Fei Liu
- Department of Cardiovascular Surgery, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Hou-Jing Zhang
- Department of Pharmacy, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Xiamen University, No. 2999 Jinshan Road, Huli District, Xiamen, 361000, Fujian, China
| | - Yi-Feng Chen
- Department of Pharmacy, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Xiamen University, No. 2999 Jinshan Road, Huli District, Xiamen, 361000, Fujian, China.
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Arunmanakul P, Phodha T, Pinta-ay S, Nimworapan M, Phrommintikul A, Thammatacharee N, Dilokthornsakul P. Budget Impact and Cost-Benefit Analyses of Sodium-Glucose Cotransporter-2 Inhibitors for Patients With Heart Failure in Thailand. CLINICOECONOMICS AND OUTCOMES RESEARCH 2025; 17:95-105. [PMID: 39989473 PMCID: PMC11844265 DOI: 10.2147/ceor.s504819] [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: 11/05/2024] [Accepted: 02/06/2025] [Indexed: 02/25/2025] Open
Abstract
Purpose To assess the budget impact and cost-benefit of incorporating sodium-glucose cotransporter-2 inhibitors (SGLT-2i) into the benefit package for patients with heart failure (HF) under the universal health coverage (UHC) in Thailand. Patients and Methods A budget impact analysis and cost-benefit model were developed using a five-year time horizon from the payer perspective. Dapagliflozin 10 mg daily or Empagliflozin 10 mg daily was considered as an additional treatment to standard of care (SoC) for patients with HF, under the UHC. Two analytical frameworks were applied: (1) only medicine cost and (2) medicine cost and cost of hospitalization for HF (HHF) and urinary tract infection (UTI) admission as the adverse event of SGLT-2i. The net budget impacts (NBI) were calculated along with the HHF cost reduction and benefit-cost ratio. Results The NBI in the first year in only medicine cost for dapagliflozin was 12,535 million Thai baht (THB) and that for empagliflozin was 13,265 million THB. The NBIs, when considering HHF and UTI admission costs, were 7661 and 7407 million THB in the first year. The prices of dapagliflozin and empagliflozin should be reduced by 57.13% and 52.07% to reach a budget impact of 500 million THB. The benefit-cost ratio was 0.396 for dapagliflozin and 0.456 for empagliflozin. Conclusion Incorporating SGLT-2i into the UHC would significantly impact the healthcare budget. Policymakers should consider this valuable evidence.
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Affiliation(s)
- Poukwan Arunmanakul
- Center for Medical and Health Technology Assessment (CM-HTA), Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
- Pharmaceutical Care Training Center (PCTC), Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
| | - Tuangrat Phodha
- Drug Information and Consumer Protection Center, Center of Excellence in Pharmacy Practice and Management Research, Faculty of Pharmacy, Thammasat University, Rangsit Campus, Pathum Thani, Thailand
| | - Sakkarin Pinta-ay
- Center for Medical and Health Technology Assessment (CM-HTA), Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
- Department of Pharmacy, Maharaj Nakorn Chiang Mai Hospital, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Mantiwee Nimworapan
- Center for Medical and Health Technology Assessment (CM-HTA), Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
- Pharmaceutical Care Training Center (PCTC), Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
| | - Arintaya Phrommintikul
- Division of Cardiology, Department of Internal Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | | | - Piyameth Dilokthornsakul
- Center for Medical and Health Technology Assessment (CM-HTA), Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
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Kim ES, Park SK, Youn JC, Lee HS, Lee HY, Cho HJ, Choi JO, Jeon ES, Lee SE, Kim MS, Kim JJ, Hwang KK, Cho MC, Chae SC, Kang SM, Park JJ, Choi DJ, Yoo BS, Cho JY, Kim KH, Oh BH, Greenberg B, Baek SH. Real-World Eligibility and Cost-Effectiveness Analysis of Empagliflozin for Heart Failure in Korea. J Korean Med Sci 2024; 39:e8. [PMID: 38193327 PMCID: PMC10782045 DOI: 10.3346/jkms.2024.39.e8] [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: 05/02/2023] [Accepted: 10/16/2023] [Indexed: 01/10/2024] Open
Abstract
BACKGROUND The US Food and Drug Administration (FDA) and European Medicines Agency (EMA) approved empagliflozin for reducing cardiovascular mortality and heart failure (HF) hospitalization in patients with both HF with reduced ejection fraction (HFrEF) and HF with preserved ejection fraction (HFpEF). However, limited data are available on the generalizability of empagliflozin to clinical practice. Therefore, we evaluated real-world eligibility and potential cost-effectiveness based on a nationwide prospective HF registry. METHODS A total of 3,108 HFrEF and 2,070 HFpEF patients from the Korean Acute Heart Failure (KorAHF) registry were analyzed. Eligibility was estimated by inclusion and exclusion criteria of EMPagliflozin outcomE tRial in Patients With chrOnic heaRt Failure With Reduced Ejection Fraction (EMPEROR-Reduced) and EMPagliflozin outcomE tRial in Patients With chrOnic heaRt Failure With Preserved Ejection Fraction (EMPEROR-Preserved) trials and by FDA & EMA label criteria. The cost-utility analysis was done using a Markov model to project the lifetime medical cost and quality-adjusted life year (QALY). RESULTS Among the KorAHF patients, 91.4% met FDA & EMA label criteria, while 44.7% met the clinical trial criteria. The incremental cost-effectiveness ratio of empagliflozin was calculated at US$6,764 per QALY in the overall population, which is far below a threshold of US$18,182 per QALY. The cost-effectiveness benefit was more evident in patients with HFrEF (US$5,012 per QALY) than HFpEF (US$8,971 per QALY). CONCLUSION There is a large discrepancy in real-world eligibility for empagliflozin between FDA & EMA labels and clinical trial criteria. Empagliflozin is cost-effective in HF patients regardless of ejection fraction in South Korea health care setting. The efficacy and safety of empagliflozin in real-world HF patients should be further investigated for a broader range of clinical applications. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT01389843.
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Affiliation(s)
- Eui-Soon Kim
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Korea
| | - Sun-Kyeong Park
- College of Pharmacy, The Catholic University of Korea, Bucheon, Korea
| | - Jong-Chan Youn
- Division of Cardiology, Department of Internal Medicine, Seoul St. Mary's Hospital, Catholic Research Institute for Intractable Cardiovascular Disease, College of Medicine, The Catholic University of Korea, Seoul, Korea.
| | - Hye Sun Lee
- Biostatistics Collaboration Unit, Yonsei University College of Medicine, Seoul, Korea
| | - Hae-Young Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
- Seoul National University School of Medicine, Seoul, Korea
| | - Hyun-Jai Cho
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
- Seoul National University School of Medicine, Seoul, Korea
| | - Jin-Oh Choi
- Department of Internal Medicine, Sungkyunkwan University College of Medicine, Seoul, Korea
| | - Eun-Seok Jeon
- Department of Internal Medicine, Sungkyunkwan University College of Medicine, Seoul, Korea
| | - Sang Eun Lee
- Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Min-Seok Kim
- Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jae-Joong Kim
- Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Kyung-Kuk Hwang
- Department of Internal Medicine, Chungbuk National University Hospital, Cheongju, Korea
| | - Myeong-Chan Cho
- Department of Internal Medicine, Chungbuk National University Hospital, Cheongju, Korea
| | - Shung Chull Chae
- Department of Internal Medicine, Kyungpook National University College of Medicine, Daegu, Korea
| | - Seok-Min Kang
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Jin Joo Park
- Seoul National University School of Medicine, Seoul, Korea
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Dong-Ju Choi
- Seoul National University School of Medicine, Seoul, Korea
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Byung-Su Yoo
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Jae Yeong Cho
- Department of Cardiovascular Medicine, Chonnam National University Medical School, Gwangju, Korea
| | - Kye Hun Kim
- Department of Cardiovascular Medicine, Chonnam National University Medical School, Gwangju, Korea
| | - Byung-Hee Oh
- Department of Cardiovascular medicine, Incheon Sejong Hospital, Incheon, Korea
| | - Barry Greenberg
- Department of Cardiology, UC San Diego Health System, La Jolla, CA, USA
| | - Sang Hong Baek
- Division of Cardiology, Department of Internal Medicine, Seoul St. Mary's Hospital, Catholic Research Institute for Intractable Cardiovascular Disease, College of Medicine, The Catholic University of Korea, Seoul, Korea
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Tan YJ, Ong SC, Kan YM. Is Using Sodium-Glucose Cotransporter-2 Inhibitors to Treat Adults with Chronic Heart Failure Cost-Effective? A Systematic Review of Cost-Effectiveness Studies. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2023; 21:857-875. [PMID: 37646915 DOI: 10.1007/s40258-023-00825-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/25/2023] [Indexed: 09/01/2023]
Abstract
OBJECTIVE This systematic review aimed to summarise the outcomes of economic evaluations that evaluated sodium-glucose cotransporter-2 inhibitors (SGLT2i) in combination with standard of care compared to standard of care alone for patients with chronic heart failure. METHODS This systematic review searched MEDLINE, CINAHL+, Econlit, Scopus, the Cochrane Library, the National Health Service Economic Evaluation Database and the Cost-Effectiveness Analysis Registry from inception to 31 December, 2022, for relevant economic evaluations, which were critically appraised using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) and Bias in Economic Evaluation (ECOBIAS) criteria. The costs, quality-adjusted life-years, incremental cost-effectiveness ratios and cost-effectiveness thresholds were qualitatively analysed. Net monetary benefits at different decision thresholds were also computed. Subgroup analyses addressing the heterogeneity of economic outcomes were conducted. All costs were adjusted to 2023 international dollar (US$) values using the CCEMG-EPPI-Centre cost converter. RESULTS Thirty-nine economic evaluations that evaluated dapagliflozin and empagliflozin in patients with heart failure were found: 32 for the left ventricular ejection fraction (LVEF) ≤ 40% and seven for LVEF > 40%. Sodium-glucose cotransporter-2 inhibitors were cost-effective in all but two economic evaluations for LVEF > 40%. Economic outcomes varied widely, but favoured SGLT2i use in LVEF ≤ 40% over LVEF > 40% and upper-middle income over high-income countries. At a threshold of US$30,000/quality-adjusted life-year, ~ 90% of high to upper-middle income countries would consider SGLT2i cost-effective for heart failure treatment. The generalisability of study findings to low- and low-middle income countries is limited because of insufficient evidence. CONCLUSIONS Using SGLT2i to treat heart failure is cost-effective, with more certainty in LVEF ≤ 40% compared to LVEF > 40%. Policymakers in jurisdictions where economic evaluations are not available could potentially use this study's findings to make informed decisions about treatment adoption. SYSTEMATIC REVIEW PROTOCOL REGISTRATION This study protocol was registered with the International Prospective Register of Systematic Reviews (PROSPERO; CRD42023388701).
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Affiliation(s)
- Yi Jing Tan
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, Gelugor, Penang, Malaysia
- Pharmacy Department, Seri Manjung Hospital, Ministry of Health Malaysia, Seri Manjung, Perak, Malaysia
| | - Siew Chin Ong
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, Gelugor, Penang, Malaysia.
| | - Ying Min Kan
- Pharmacy Department, Sarawak General Hospital, Ministry of Health Malaysia, Kuching, Sarawak, Malaysia
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Lu H, Shang P, Zhou D. SGLT2 inhibitors for patients with heart failure with preserved ejection fraction in China: a cost-effectiveness study. Front Pharmacol 2023; 14:1155210. [PMID: 37771722 PMCID: PMC10525329 DOI: 10.3389/fphar.2023.1155210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 08/31/2023] [Indexed: 09/30/2023] Open
Abstract
Background: The potential benefits of intervention with empagliflozin or dapagliflozin for patients with heart failure with preserved ejection fraction (HFpEF) were first demonstrated in the EMPEROR-Preserved and DELIVER studies. However, the cost-effectiveness of this intervention (empagliflozin or dapagliflozin) is yet to be established. Methods: In the context of Chinese healthcare, a Markov model was proposed, which incorporates clinical outcomes from the EMPEROR-Preserved and DELIVER studies, to predict the utility and costs over a lifetime. The time horizon was 20 years, and a 5% discount rate was applied to the costs and utilities. The incremental cost-effectiveness ratio (ICER) threshold against willingness to pay (WTP) was set as the primary outcome. The robustness of the decision was evaluated using sensitivity analyses. Results: After a simulated 20-year lifetime, a 72-year-old patient with HFpEF in the intervention group (empagliflozin) showed an increase of 0.44 quality-adjusted life years (QALYs) and $1,623.58 with an ICER of $3,691.56 per QALY, which was lower than the WTP threshold of $12,032.10 per QALY. A 72-year-old patient with HFpEF in the intervention group (dapagliflozin) showed an increase of 0.34 QALYs and $2,002.13 with an ICER of $5,907.79 per QALY, which was lower than the WTP threshold of $12,032.10 per QALY. One-way sensitivity analyses showed that cardiovascular (CV) mortality in the intervention and comparator groups was the most sensitive to the decision. Cost-effectiveness was demonstrated in the intervention group (empagliflozin or dapagliflozin) in 67.9% or 62.2% of 1000 Monte Carlo simulations, respectively. Conclusion: In Chinese healthcare, the interventions (empagliflozin or dapagliflozin) for HFpEF were more cost-effective than the comparators. Our study has provided a quantitative evaluation of the costs and benefits of such interventions for a lifetime using the model.
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Affiliation(s)
| | | | - Dexing Zhou
- The People’s Hospital of Jiawang District of Xuzhou, Xuzhou, China
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Tang Y, Sang H. Cost-utility analysis of add-on dapagliflozin in heart failure with preserved or mildly reduced ejection fraction. ESC Heart Fail 2023; 10:2524-2533. [PMID: 37290665 PMCID: PMC10375078 DOI: 10.1002/ehf2.14426] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 05/02/2023] [Accepted: 05/24/2023] [Indexed: 06/10/2023] Open
Abstract
AIMS The DELIVER study demonstrates a significant improvement in cardiovascular death or hospitalization for heart failure among heart failure with mildly reduced ejection fraction (HFmrEF) or heart failure with preserved ejection fraction (HFpEF).Cost-utility of the adjunct use of dapagliflozin to standard therapy among patients with HFpEF or HFmrEF remains unclear. METHODS AND RESULTS A five-state Markov mode was constructed to project health and clinical outcomes of the adjunct use of dapagliflozin to standard therapy among 65-year-old patients with HFpEF or HFmrEF. A cost-utility analysis was performed based on the DELIVER study and national statistical database. The cost and utility was inflated to 2022 by the usual discount rate of 5%. The primary outcomes were total cost and quality-adjusted life-years (QALYs) per patients as well as the incremental cost-effectiveness ratio. Sensitivity analyses were also applied. Over a 15 year lifetime horizon, the average cost per patient was $7245.77 and $5407.55 in the dapagliflozin group and the standard group, along with an incremental cost of $1838.22. The average QALYs per patient was 6.00 QALYs and 5.84 QALYs in the dapagliflozin group and the standard group, along with an incremental QALYs of 0.15 QALYs, resulting in the incremental cost-effectiveness ratio of $11 865.33/QALY, which was below the willingness-to-pay (WTP) of $12 652.5/QALY. The univariate sensitivity analysis indicated the cardiovascular death in both group was the most sensitive variable. Probability sensitivity analysis revealed that when the WTP thresholds were $12 652.5/QALY and $37 957.5/QALY, the probabilities of being cost-effective with dapagliflozin as an add-on were 54.6% and 71.6%, respectively. CONCLUSIONS From a public healthcare system perspective, the adjunct use of dapagliflozin to standard therapy among patients with HFpEF or HFmrEF generated advantages in cost-effectiveness in China at a WTP of $12 652.5/QALY, which promoted the rational use of dapagliflozin for heart failure.
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Affiliation(s)
- Yi Tang
- Department CardiologyThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Haiqiang Sang
- Department CardiologyThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
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Nam K, Cho DSH, Kim H, Kwon B, Yoon Y, Park C, Kim ES, Youn JC, Park SK. Systematic Review of the Economic Evaluation of Sodium-Glucose Cotransporter-2 Inhibitors Used as Treatment in Patients with Heart Failure. Clin Drug Investig 2023; 43:463-474. [PMID: 37365452 DOI: 10.1007/s40261-023-01283-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/07/2023] [Indexed: 06/28/2023]
Abstract
BACKGROUND Sodium-glucose cotransporter-2 (SGLT2) inhibitors have been recently used as therapeutic agents for type 2 diabetes mellitus. Recent clinical trials have shown that they are beneficial for reducing the risk of cardiovascular mortality and hospitalization in patients with heart failure (HF). A comprehensive review regarding the cost-effectiveness of different SGLT2 inhibitors for HF treatment may be necessary to help clinicians and decision-makers select the most cost-effective HF treatment option. OBJECTIVE This study conducted a systematic review of economic evaluation studies of SGLT2 inhibitors for the treatment of patients with reduced ejection fraction (HFrEF) and preserved ejection fraction (HFpEF). METHOD We searched PubMed, Cochrane, Embase, and EBSCOhost to identify published economic evaluation studies on SGLT2 inhibitors for HF treatment until May 2023. Studies on the economic evaluation of SGLT2 inhibitors in the treatment of HF were included. We extracted information such as country, population, intervention, type of model, health status, and conclusion of cost-effectiveness. RESULT Of the 410 studies, 27 were finally selected. All economic evaluation studies used the Markov model, and commonly included health status as stable HF, hospitalization due to HF, and death. All dapagliflozin studies focused on patients with HFrEF (n = 13), and dapagliflozin was cost-effective in 14 countries, but not in the Philippines. All empagliflozin studies focused on the patients with HFrEF also showed the cost-effectiveness of empagliflozin (n = 11). However, empagliflozin use in patients with HFpEF was determined to be cost-effective in studies in Finland, China, and Australia studies but not in studies in Thailand and the USA. CONCLUSIONS Most of the studies reported the cost-effectiveness of dapagliflozin and empagliflozin in patients with HFrEF. However, the cost-effectiveness of empagliflozin differed from country to country regarding patients with HFpEF. We suggest that further economic evaluation of SGLT2 inhibitors should focus on patients with HFpEF in more countries.
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Affiliation(s)
- Kyungae Nam
- College of Pharmacy, The Catholic University of Korea, 43 Jibong-ro, Bucheon-si, Gyeonggi-do, 14662, Republic of Korea
| | - Daniel Sung-Ho Cho
- College of Pharmacy, The Catholic University of Korea, 43 Jibong-ro, Bucheon-si, Gyeonggi-do, 14662, Republic of Korea
| | - Hyunji Kim
- College of Pharmacy, The Catholic University of Korea, 43 Jibong-ro, Bucheon-si, Gyeonggi-do, 14662, Republic of Korea
| | - Byungjin Kwon
- College of Pharmacy, The Catholic University of Korea, 43 Jibong-ro, Bucheon-si, Gyeonggi-do, 14662, Republic of Korea
| | - Yebin Yoon
- College of Pharmacy, The Catholic University of Korea, 43 Jibong-ro, Bucheon-si, Gyeonggi-do, 14662, Republic of Korea
| | - Chanhyun Park
- Health Outcomes Division, College of Pharmacy, The University of Texas at Austin, Austin, TX, USA
| | - Eui-Soon Kim
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Jong-Chan Youn
- Division of Cardiology, Department of Internal Medicine, Seoul St. Mary's Hospital, Catholic Research Institute for Intractable Cardiovascular Disease, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Sun-Kyeong Park
- College of Pharmacy, The Catholic University of Korea, 43 Jibong-ro, Bucheon-si, Gyeonggi-do, 14662, Republic of Korea.
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Liu J, Liu D, Gong X, Wei A, You R. Cost-effectiveness of empagliflozin for the treatment of heart failure: a systematic review. Front Pharmacol 2023; 14:1186579. [PMID: 37456744 PMCID: PMC10348886 DOI: 10.3389/fphar.2023.1186579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 06/20/2023] [Indexed: 07/18/2023] Open
Abstract
Objective: This study aims to synthesize evidence on the cost-effectiveness of empagliflozin for heart failure (HF). Methods: MEDLINE, Embase, the Cochrane Library, EconLit, CNKI, Wanfang Data and Chongqing VIP were searched to identify original articles on cost-effectiveness of empagliflozin for HF, and literature surveillance ended on 20 November 2022. The reporting quality of the included articles was determined using the Consolidated Health Economic Evaluation Reporting Standards statement. Results: Of 97 articles identified, 11 studies published from 2020 to 2022 met the inclusion criteria, and the overall quality was accepted. The studies were conducted in 8 countries (China, Japan, Korea, Singapore, Thailand, Australia, United States, and United Kingdom). This body of evidence suggested that add-on empagliflozin was cost effective for HF with reduced ejection fraction (HFrEF) patients compared to standard of care alone in all the related studies including China, Japan, Korea, Singapore, Thailand, and Australia. For HF with preserved ejection fraction (HFpEF) patients, add-on empagliflozin was cost effective in China and Australia, but not in United States and Thailand. For HF with diabetes, add-on empagliflozin was cost effective in United Kingdom. Moreover, the incremental cost-effectiveness ratios (ICER) were lower for patients with diabetes than without in subgroup analysis. In the uncertainty analysis of all included studies, the ICERs were most sensitive to the cost of empagliflozin and cardiovascular mortality, followed by the cost of the standard treatment, hazard ratio of HF hospitalization. Conclusion: add-on empagliflozin for HFrEF might be cost-effective or dominant compared with standard of care alone. However, for HFpEF patients, add-on empagliflozin might be cost-effective in China and Australian, but not cost-effective in United States and Thailand.
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Affiliation(s)
- Jinyu Liu
- Department of Pharmacy, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Dong Liu
- Department of Pharmacy, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xuepeng Gong
- Department of Pharmacy, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Anhua Wei
- Department of Pharmacy, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Ruxu You
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
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Ong SC, Low JZ, Linden S. Cost-effectiveness of adding empagliflozin to the standard of care for patients with heart failure with reduced ejection fraction from the perspective of healthcare system in Malaysia. Front Pharmacol 2023; 14:1195124. [PMID: 37342587 PMCID: PMC10277687 DOI: 10.3389/fphar.2023.1195124] [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: 03/28/2023] [Accepted: 05/23/2023] [Indexed: 06/23/2023] Open
Abstract
Objective: The aim of this study was to determine the cost-effectiveness of adding empagliflozin to the standard of care versus SoC alone for the treatment of patients with heart failure (HF) with reduced ejection fraction (HFrEF) from the perspective of the Ministry of Health of Malaysia. Methods: A cohort-based transition-state model, with health states defined as Kansas City Cardiomyopathy Questionnaire Clinical Summary Score (KCCQ-CSS) quartiles and death, was used to determine the lifetime direct medical costs and quality-adjusted life years (QALYs) for both treatment groups. The risks of all-cause death, cardiovascular death, and health state utilities were estimated from the EMPEROR-Reduced trial. The incremental cost-effectiveness ratio (ICER) was assessed against the cost-effectiveness threshold (CET) as defined by the country's gross domestic product per capita (RM 47,439 per QALY) to determine cost-effectiveness. Sensitivity analyses were conducted to assess the key model parameters' uncertainty in respect to the incremental cost-effectiveness ratio. A scenario analysis was performed using health states as defined by the New York Heart Association classes. Results: Compared to SoC alone, empagliflozin + SoC for the treatment of HFrEF was more expensive (RM 25,333 vs. RM 21,675) but gained more health utilities (3.64 vs. 3.46), resulting in an ICER of RM 20,400 per QALY in the KCCQ-CSS model. A NYHA-based scenario analysis generated an ICER of RM 36,682 per QALY. A deterministic sensitivity analysis confirmed the robustness of the model in identifying the empagliflozin cost as the main driver of cost-effectiveness. The ICER was reduced to RM 6,621 when the government medication purchasing prices were used. A probabilistic sensitivity analysis with a CET of 1xGDP per capita reached 72.9% probability for empagliflozin + SoC against SoC being cost-effective. Conclusion: Empagliflozin + SoC compared to SoC alone for the treatment of HFrEF patients was cost-effective from the perspective of the MoH of Malaysia.
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Affiliation(s)
- Siew Chin Ong
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, Pulau Pinang, Penang, Malaysia
| | - Joo Zheng Low
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, Pulau Pinang, Penang, Malaysia
- Hospital Sultan Ismail Petra, Ministry of Health, Kuala Krai, Malaysia
| | - Stephan Linden
- Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany
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Wang Z, Lou Y, Wang Q, Sun M, Li X, Wang Y, Wang Y. Sacubitril/Valsartan for Heart Failure with Preserved Ejection Fraction: A Cost-Effectiveness Analysis from the Perspective of the Chinese Healthcare System. Clin Drug Investig 2023; 43:265-275. [PMID: 36976423 DOI: 10.1007/s40261-023-01249-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2023] [Indexed: 03/29/2023]
Abstract
BACKGROUND AND OBJECTIVES Sacubitril/valsartan has shown effectiveness in reducing hospitalization compared with valsartan in HFpEF patients with heart failure with preserved ejection fraction (HFpEF). We aimed to investigate the cost effectiveness of sacubitril/valsartan as an alternative to valsartan in Chinese patients with heart failure with HFpEF. METHODS A Markov model was built to investigate the cost effectiveness of sacubitril/valsartan as an alternative to valsartan in Chinese patients with HFpEF, from the healthcare system perspective. The time horizon was a lifetime, with a cycle length of 1 month. Costs were obtained from local information or published papers, discounted at a rate of 0.05 for future costs. The transition probability and utility were based on other studies. The primary outcome of the study was the incremental cost-effectiveness ratio (ICER). Sacubitril/valsartan was considered cost effective if the ICER obtained was lower than the willingness-to-pay threshold of US dollars (US$) 12,551.5 per quality-adjusted life-year (QALY). One-way and probabilistic sensitivity analyses, as well as scenario analysis, were performed to test robustness. RESULTS Over a lifetime simulation, a 73-year-old Chinese patient with HFpEF could gain 6.44 QALYs (9.15 life-years) if sacubitril/valsartan plus standard treatment was administered, and 6.37 QALYs (9.07 life-years) if valsartan plus standard treatment was prescribed. The corresponding costs in both groups were US$12,471 and US$8663, respectively. The ICER was US$49,019/QALY (US$46,610/life-year), higher than the willingness-to-pay threshold. Sensitivity analyses and scenario analysis showed that our results were robust. CONCLUSION Adding sacubitril/valsartan to standard treatment as an alternative to valsartan for the treatment of HFpEF resulted in more effectiveness but higher costs. Sacubitril/valsartan was likely to not be cost effective in Chinese patients with HFpEF. The cost of sacubitril/valsartan needs to reduce to 34% of its current price to be cost effective in this population. Studies based on real-world data are needed to confirm our conclusions.
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Affiliation(s)
- Zhe Wang
- Department of Geriatrics, The First Hospital of Jilin University, Changchun, 130021, Jilin, People's Republic of China
| | - Yake Lou
- Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, People's Republic of China
| | - Qi Wang
- Department of Geriatrics, The First Hospital of Jilin University, Changchun, 130021, Jilin, People's Republic of China
| | - Min Sun
- Department of Geriatrics, The First Hospital of Jilin University, Changchun, 130021, Jilin, People's Republic of China
| | - Xiaonan Li
- Department of Geriatrics, The First Hospital of Jilin University, Changchun, 130021, Jilin, People's Republic of China
| | - Yinghui Wang
- Department of Geriatrics, The First Hospital of Jilin University, Changchun, 130021, Jilin, People's Republic of China
| | - Yuehui Wang
- Department of Geriatrics, The First Hospital of Jilin University, Changchun, 130021, Jilin, People's Republic of China.
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Cost-Effectiveness of Adding Empagliflozin to Standard Treatment for Heart Failure with Preserved Ejection Fraction Patients in China. Am J Cardiovasc Drugs 2023; 23:47-57. [PMID: 36207658 DOI: 10.1007/s40256-022-00550-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/22/2022] [Indexed: 01/20/2023]
Abstract
OBJECTIVES Heart failure is a worldwide health problem and is the leading cause of hospitalization in older patients. Heart failure with preserved ejection fraction (HFpEF) accounts for about 38% of heart failure cases. The latest EMPEROR-Preserved study shows that empagliflozin can reduce the risk of hospitalization in HFpEF, but whether empagliflozin is cost-effective in HFpEF in a Chinese setting remained uninvestigated. METHODS A simulation of lifetime horizon for a 72-year-old HFpEF patient was conducted using a Markov model. The primary outcome was incremental cost-effectiveness ratio (ICER), expressed as incremental costs per quality-adjusted life-year (QALY). Three times the per capita GDP of China was set as the willingness-to-pay (WTP) threshold. Empagliflozin was considered cost-effective if the ICER was below the WTP threshold, otherwise it would be regarded as not cost-effective. One-way sensitivity and probabilistic sensitivity analysis (PSA) were used to assess uncertainty. RESULTS After a simulation of lifetime horizon, a 72-year-old HFpEF patient is expected to have an expected QALY of 4.80 in the empagliflozin group, and 4.67 QALY with standard treatment. The costs of empagliflozin and standard treatment are 34,987 (US$5423) and 27,027 (US$4189) Chinese Yuan (CNY), respectively, with an ICER of 63,746 (US$9881)/QALY, lower than the WTP threshold. One-way sensitivity and PSA show that our results are robust. CONCLUSION In Chinese HFpEF patients, adding empagliflozin to standard treatment is cost-effective, but studies based on real-world data are needed.
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Tang Y, Sang H. Cost-utility analysis of empagliflozin in heart failure patients with reduced and preserved ejection fraction in China. Front Pharmacol 2022; 13:1030642. [PMID: 36386229 PMCID: PMC9649680 DOI: 10.3389/fphar.2022.1030642] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 10/05/2022] [Indexed: 08/21/2023] Open
Abstract
Objective: EMPEROR-Reduced and EMPEROR-Preserved studies showed the benefits of empagliflozin along with a reduction in cardiovascular death or hospitalisation for heart failure (HF). Our aim was to evaluate the economics and effectiveness of adding empagliflozin to the standard therapy for HF with reduced ejection fraction (HFrEF) and HF preserved ejection fraction (HFpEF) in China. Methods: A multistate Markov model was constructed to yield the clinical and economic outcomes of adding empagliflozin to the standard therapy for 65-year-old patients with HFrEF and HFpEF. A cost-utility analysis was conducted, mostly derived from the EMPEROR-Reduced study, EMPEROR-Preserved study, and national statistical database. All costs and outcomes were discounted at the rate of 5% per annum. The primary outcomes were total and incremental costs, quality-adjusted life years (QALYs), and incremental cost-effectiveness ratio (ICER). Sensitivity analyses were also performed. Results: In the HFrEF population, the 10-year incremental cost was $827.52 and the 10-year incremental QALY was 0.15 QALYs, resulting in an ICER of $5,612.06/QALY, which was below the WTP of $12,652.5/QALY. In the HFpEF population, compared with the control group, the incremental cost was $1,271.27, and the incremental QALY was 0.11 QALYs, yielding an ICER of 11,312.65 $/QALY, which was also below the WTP of $12,652.5/QALY. In the HFrEF and HFpEF populations, the results of a one-way sensitivity analysis showed that the risk of cardiovascular death in both groups was the most influential parameter. In the HFrEF population, a probability sensitivity analysis (PSA) revealed that when the WTP thresholds were $12,652.5/QALY and $37,957.5/QALY, the probabilities of being cost-effective with empagliflozin as an add-on were 59.4% and 72.6%, respectively. In the HFpEF population, the PSA results revealed that the probabilities of being cost-effective with empagliflozin as an add-on were 53.1% and 72.2%, respectively. Conclusion: Considering that the WTP threshold was $12,652.5/QALY, adding empagliflozin to standard therapy was proven to be a slightly more cost-effective option for the treatment of HFrEF and HFpEF from a Chinese healthcare system perspective, which promoted the rational use of empagliflozin for HF.
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Affiliation(s)
| | - Haiqiang Sang
- Department Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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15
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Jiang Y, Xie J. Cost-effectiveness of adding empagliflozin to the standard therapy for Heart Failure with Preserved Ejection Fraction from the perspective of healthcare systems in China. Front Cardiovasc Med 2022; 9:946399. [PMID: 36119747 PMCID: PMC9479072 DOI: 10.3389/fcvm.2022.946399] [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: 05/17/2022] [Accepted: 08/11/2022] [Indexed: 11/13/2022] Open
Abstract
Background The Empagliflozin Outcome Trial in Patients with Chronic Heart Failure with Preserved Ejection Fraction (EMPEROR-Preserved) is the first randomized controlled trial to provide promising evidence on the efficacy of adding empagliflozin to the standard therapy in patients with Heart Failure with Preserved Ejection Fraction (HFpEF), but the cost-effectiveness of add-on empagliflozin treatment remains unclear. Method A Markov model using data from the EMPEROR-Preserved trial and national database was constructed to assess lifetime costs and utility from a China healthcare system perspective. The time horizon was 10 years and a 5% discount rate was applied. Incremental cost-effectiveness ratio (ICER) against willingness to pay (WTP) threshold was performed to evaluate the cost-effectiveness. A series of sensitivity analyses was applied to ensure the robustness of the results. Results Compared to standard therapy, the increased cost of adding empagliflozin from $4,645.23 to $5,916.50 was associated with a quality-adjusted life years (QALYs) gain from 4.70 to 4.81, projecting an ICER of $11,292.06, which was lower than a WTP threshold of $12,652.5. Univariate sensitivity analysis revealed that the parameters with the largest impact on ICER were cardiovascular mortality in both groups, followed by the cost of empagliflozin and the cost of hospitalization for heart failure. Probabilistic sensitivity analysis indicated that when the WTP threshold was $12,652.5 and $37,957.5, the probability of being cost-effective for adding empagliflozin was 52.7% and 67.6%, respectively. Scenario analysis demonstrated that the cost of empagliflozin, the cost of hospitalization for heart failure, NYHA functional classes, and time horizon had a greater impact on the ICER. Conclusion At a WTP threshold of $12,652.5, the add-on empagliflozin treatment for HFpEF was cost-effective in healthcare systems in China, which promoted the rational use of empagliflozin for HFpEF.
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Affiliation(s)
| | - Jun Xie
- Department of Cardiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
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