Abstract
Objective
This study aimed to estimate the cost effectiveness of non-vitamin K oral anticoagulants (NOACs) compared with warfarin for stroke prevention in patients with non-valvular atrial fibrillation (NVAF) in Thailand where suboptimal anticoagulation control is common.
Materials and Methods
A hypothetical cohort of 65-year-old patients with NVAF and their disease progression was simulated in the Markov model. The following anticoagulant agents were used: warfarin, dabigatran, rivaroxaban, and apixaban. Warfarin with high, intermediate, and low time in therapeutic ranges (TTR) was used as the three different reference treatments. Baseline clinical events were obtained from a recently published real-world study in Thailand. A lifetime horizon was utilized in this model, and all analyses were performed from societal and healthcare perspectives. The results were reported as incremental cost-effectiveness ratios (ICERs) in 2021 US dollars per quality-adjusted life-year (QALY) gained. The sensitivity analyses were performed to assess the influence of parameter uncertainty.
Results
Apixaban was a cost-effective intervention compared with warfarin with low and intermediate TTR groups. In the low TTR group, the ICERs were $779 and $816 per QALY gained from the societal and healthcare perspectives, respectively, and in the intermediate TTR group, the ICERs were $2038 and $3159 per QALY gained from the societal and healthcare perspectives, respectively. Both ICERs were below the accepted willingness-to-pay threshold ($4806) in the context of Thailand’s healthcare.
Conclusions
In a developing country where suboptimal anticoagulation control is common, apixaban was the cost-effective alternative to warfarin for patients with both low and intermediate TTR control.
Similar content being viewed by others
References
January CT, Wann LS, Calkins H, Chen LY, Cigarroa JE, Cleveland JC, et al. 2019 AHA/ACC/HRS focused update of the 2014 AHA/ACC/HRS guideline for the management of patients with atrial fibrillation: a report of the American College of Cardiology/American Heart Association Task Force on clinical practice guidelines and the Heart Rhythm Society. J Am Coll Cardiol. 2019;74(1):104–32.
Hindricks G, Potpara T, Dagres N, Arbelo E, Bax JJ, Blomström-Lundqvist C, et al. 2020 ESC Guidelines for the diagnosis and management of atrial fibrillation developed in collaboration with the European Association for Cardio-Thoracic Surgery (EACTS): the Task Force for the diagnosis and management of atrial fibrillation of the European Society of Cardiology (ESC) Developed with the special contribution of the European Heart Rhythm Association (EHRA) of the ESC. Eur Heart J. 2020;42(5):373–498.
Risk factors for stroke and efficacy of antithrombotic therapy in atrial fibrillation. Analysis of pooled data from five randomized controlled trials. Arch Intern Med. 1994;154(13):1449–57.
Haas S, Ten Cate H, Accetta G, Angchaisuksiri P, Bassand JP, Camm AJ, et al. Quality of vitamin K antagonist control and 1-year outcomes in patients with atrial fibrillation: a global perspective from the GARFIELD-AF Registry. PLoS ONE. 2016;11(10): e0164076.
Rosendaal FR, Cannegieter SC, van der Meer FJ, Briët E. A method to determine the optimal intensity of oral anticoagulant therapy. Thromb Haemost. 1993;69(3):236–9.
Camm AJ, Kirchhof P, Lip GY, Schotten U, Savelieva I, Ernst S, et al. Guidelines for the management of atrial fibrillation: the Task Force for the management of atrial fibrillation of the European Society of Cardiology (ESC). Eur Heart J. 2010;31(19):2369–429.
Chiang CE, Okumura K, Zhang S, Chao TF, Siu CW, Wei Lim T, et al. 2017 consensus of the Asia Pacific Heart Rhythm Society on stroke prevention in atrial fibrillation. J Arrhythm. 2017;33(4):345–67.
Razouki Z, Ozonoff A, Zhao S, Jasuja GK, Rose AJ. Improving quality measurement for anticoagulation: adding international normalized ratio variability to percent time in therapeutic range. Circ Cardiovasc Quality Outcomes. 2014;7(5):664–9.
Chan EW, Lau WC, Siu CW, Lip GY, Leung WK, Anand S, et al. Effect of suboptimal anticoagulation treatment with antiplatelet therapy and warfarin on clinical outcomes in patients with nonvalvular atrial fibrillation: a population-wide cohort study. Heart Rhythm. 2016;13(8):1581–8.
Hirano T, Kaneko H, Mishina S, Wang F, Morita S. Suboptimal anticoagulant management in Japanese patients with nonvalvular atrial fibrillation receiving warfarin for stroke prevention. J Stroke Cerebrovasc Dis. 2017;26(10):2102–10.
Krittayaphong R, Chantrarat T, Rojjarekampai R, Jittham P, Sairat P, Lip GYH. Poor time in therapeutic range control is associated with adverse clinical outcomes in patients with non-valvular atrial fibrillation: a report from the Nationwide COOL-AF Registry. J Clin Med. 2020;9(6):1698. https://doi.org/10.3390/jcm9061698.
Bahit MC, Granger CB, Alexander JH, Mulder H, Wojdyla DM, Hanna M, et al. Regional variation in clinical characteristics and outcomes in patients with atrial fibrillation: findings from the ARISTOTLE trial. Int J Cardiol. 2020;302:53–8.
Semakula JR, Mouton JP, Jorgensen A, Hutchinson C, Allie S, Semakula L, et al. A cross-sectional evaluation of five warfarin anticoagulation services in Uganda and South Africa. PLoS ONE. 2020;15(1): e0227458.
Chebrolu P, Patil S, Laux TS, Al-Hammadi N, Jain Y, Gage B. Quality of anticoagulation with warfarin in rural Chhattisgarh, India. Indian J Med Res. 2020;152(3):303–7.
Mitsuntisuk P, Nathisuwan S, Junpanichjaroen A, Wongcharoen W, Phrommintikul A, Wattanaruengchai P, et al. Real-world comparative effectiveness and safety of non-vitamin K antagonist oral anticoagulants vs. warfarin in a developing country. Clin Pharmacol Ther. 2021;109(5):1282–92.
Liang HF, Du X, Zhou YC, Yang XY, Xia SJ, Dong JZ, et al. Control of anticoagulation therapy in patients with atrial fibrillation treated with warfarin: a study from the Chinese Atrial Fibrillation Registry. Med Sci Monit. 2019;25:4691–8.
Lip GY, Banerjee A, Boriani G, en Chiang C, Fargo R, Freedman B, et al. Antithrombotic therapy for atrial fibrillation: CHEST guideline and expert panel report. Chest. 2018;154(5):1121–201.
Noviyani R, Youngkong S, Nathisuwan S, Bagepally BS, Chaikledkaew U, Chaiyakunapruk N, et al. Economic evaluation of direct oral anticoagulants (DOACs) versus vitamin K antagonists (VKAs) for stroke prevention in patients with atrial fibrillation: a systematic review and meta-analysis. BMJ Evid Based Med. 2022;27(4):215–23.
Ng SS, Nathisuwan S, Phrommintikul A, Chaiyakunapruk N. Cost-effectiveness of warfarin care bundles and novel oral anticoagulants for stroke prevention in patients with atrial fibrillation in Thailand. Thromb Res. 2020;185:63–71.
Rattanachotphanit T, Limwattananon C, Waleekhachonloet O, Limwattananon P, Sawanyawisuth K. Cost-effectiveness analysis of direct-acting oral anticoagulants for stroke prevention in Thai patients with non-valvular atrial fibrillation and a high risk of bleeding. Pharmacoeconomics. 2019;37(2):279–89.
Jarungsuccess S, Taerakun S. Cost-utility analysis of oral anticoagulants for nonvalvular atrial fibrillation patients at the police general hospital, Bangkok, Thailand. Clin Ther. 2014;36(10):1389-94.e4.
Holmes DR, Reddy VY, Turi ZG, Doshi SK, Sievert H, Buchbinder M, et al. Percutaneous closure of the left atrial appendage versus warfarin therapy for prevention of stroke in patients with atrial fibrillation: a randomised non-inferiority trial. Lancet. 2009;374(9689):534–42.
Lip GY, Kongnakorn T, Phatak H, Kuznik A, Lanitis T, Liu LZ, et al. Cost-effectiveness of apixaban versus other new oral anticoagulants for stroke prevention in atrial fibrillation. Clin Ther. 2014;36(2):192-210. e20.
World Health Organization. Global health observatory data repository: life tables by country, Thailand. Available at: https://apps.who.int/gho/data/?theme=main&vid=61640.2020. (July 1).
Briggs A, Sculpher M, Claxton K. Decision modelling for health economic evaluation. New York: Oxford University Press; 2006.
Culyer AJ, Chalkidou K. Economic evaluation for health investments en route to Universal Health Coverage: cost-benefit analysis or cost-effectiveness analysis? Value Health. 2019;22(1):99–103.
Morgan CL, McEwan P, Tukiendorf A, Robinson PA, Clemens A, Plumb JM. Warfarin treatment in patients with atrial fibrillation: observing outcomes associated with varying levels of INR control. Thromb Res. 2009;124(1):37–41.
Banerjee A. Access to medicines-an old problem needing new solutions. BMJ. 2022;376: o824.
Giugliano RP, Ruff CT, Braunwald E, Murphy SA, Wiviott SD, Halperin JL, et al. Edoxaban versus warfarin in patients with atrial fibrillation. N Engl J Med. 2013;369(22):2093–104.
Okumura K, Akao M, Yoshida T, Kawata M, Okazaki O, Akashi S, et al. Low-dose edoxaban in very elderly patients with atrial fibrillation. N Engl J Med. 2020;383(18):1735–45.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Funding
No sources of funding were used to assist in the preparation of this study.
Conflict of interest
M. Sakil Syeed, Teerawat Nonthasawadsri, Richard E. Nelson, Nathorn Chaiyakunapruk and Surakit Nathisuwan declare they have no potential conflicts of interest that might be relevant to the contents of this manuscript.
Ethics approval
Not applicable.
Consent to participate
Not applicable.
Data availability statement
All data generated or analyzed during this study are included in this published article (and its supplementary information files).
Code availability
Not applicable.
Consent for publication
Not applicable.
Author contributions
All authors have made substantial contributions to this study. All authors were involved in the conception and design of the study. SS, TN, and SN were responsible for acquisition of the data. All authors were responsible for data analysis and data interpretation, drafting of the manuscript, and approved the final version.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Syeed, M.S., Nonthasawadsri, T., Nelson, R.E. et al. Integrating Real-World Evidence in Economic Evaluation of Oral Anticoagulants for Stroke Prevention in Non-valvular Atrial Fibrillation in a Developing Country. Am J Cardiovasc Drugs 23, 173–183 (2023). https://doi.org/10.1007/s40256-023-00570-z
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40256-023-00570-z