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Published in: Journal of General Internal Medicine 3/2014

01-08-2014 | Original Research

Using Value-of-Information Methods when the Disease Is Rare and the Treatment Is Expensive—The Example of Hemophilia A

Authors: Lusine Abrahamyan, MD MPH PhD, Andrew R. Willan, PhD, Joseph Beyene, MSc PhD, Marjorie Mclimont, MSc, Victor Blanchette, MD FRCP FRCPC, Brian M. Feldman, MD MSc FRCPC, for the Canadian Hemophilia Primary Prophylaxis (CHPS) Study Group

Published in: Journal of General Internal Medicine | Special Issue 3/2014

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ABSTRACT

BACKGROUND

Hemophilia A is a rare, sex-linked genetic disorder treated with intravenous administration of factor VIII (FVIII) to prevent bleeding; however, approaches vary across and within countries. Value-of-information (VOI) methods identify situations in which the cost-benefit evidence is sufficient to adopt one treatment strategy over another; when the evidence is insufficient, VOI methods provide the optimal sample size for additional research.

OBJECTIVE

The objective of the study was to use VOI methods in a cost-benefit decision context to evaluate the current evidence in support of using (1) alternate day prophylaxis (AP), (2) tailored prophylaxis (TP) or (3) on-demand treatment (OD) with FVIII to prevent arthropathy in children with severe hemophilia A.

METHODS

To apply VOI methods, several parameters such as incidence, time horizon for the decision, costs, and threshold values to avoid MRI-detected joint damage or arthropathy were defined. Two baseline threshold values of willingness to pay for avoiding arthropathy—$200,000 and $400,000—were selected for comparing the treatment strategies.

RESULTS

For threshold values < $200,000, OD had a higher expected net benefit than either prophylaxis strategy, and the evidence was sufficient for its adoption. For threshold values > $400,0,00 prophylaxis strategies had higher expected net benefit; however, a new trial with 38 patients per arm was needed to compare AP and TP, yielding an expected net gain of over $17 million. In sensitivity analyses, the results were robust to assumptions regarding discount rate, trial fixed and variable costs, enrollment fraction, and the time horizon.

CONCLUSIONS

In rare diseases, evidence is often scarce and insufficient for decision making. In considering the funding of new research and patient reimbursement in rare diseases, VOI methodology may provide more relevant determinations of the value and costs of additional research, compared to standard frequentist methods.
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Literature
1.
go back to reference Institute of Medicine. Rare disease and orphan products: Accelerating research and development. Washington, DC: The National Academies Press; 2010. Institute of Medicine. Rare disease and orphan products: Accelerating research and development. Washington, DC: The National Academies Press; 2010.
2.
go back to reference Drummond MF, Wilson DA, Kanavos P, Ubel P, Rovira J. Assessing the economic challenges posed by orphan drugs. Int J Technol Assess Health Care. 2007;23:36–42.PubMedCrossRef Drummond MF, Wilson DA, Kanavos P, Ubel P, Rovira J. Assessing the economic challenges posed by orphan drugs. Int J Technol Assess Health Care. 2007;23:36–42.PubMedCrossRef
3.
go back to reference Hughes DA, Tunnage B, Yeo ST. Drugs for exceptionally rare diseases: do they deserve special status for funding? QJM. 2005;98:829–836.PubMedCrossRef Hughes DA, Tunnage B, Yeo ST. Drugs for exceptionally rare diseases: do they deserve special status for funding? QJM. 2005;98:829–836.PubMedCrossRef
5.
go back to reference Eckermann S, Willan AR. Expected value of information and decision making in HTA. Health Econ. 2007;16:195–209.PubMedCrossRef Eckermann S, Willan AR. Expected value of information and decision making in HTA. Health Econ. 2007;16:195–209.PubMedCrossRef
6.
go back to reference Eckermann S, Willan AR. Time and expected value of sample information wait for no patient. Value Health. 2008;11:522–526.PubMedCrossRef Eckermann S, Willan AR. Time and expected value of sample information wait for no patient. Value Health. 2008;11:522–526.PubMedCrossRef
7.
go back to reference Willan AR, Pinto EM. The value of information and optimal clinical trial design. Stat Med. 2005;24:1791–1806.PubMedCrossRef Willan AR, Pinto EM. The value of information and optimal clinical trial design. Stat Med. 2005;24:1791–1806.PubMedCrossRef
8.
go back to reference Ades AE, Lu G, Claxton K. Expected value of sample information calculations in medical decision modeling. Med Decis Making. 2004;24:207–227.PubMedCrossRef Ades AE, Lu G, Claxton K. Expected value of sample information calculations in medical decision modeling. Med Decis Making. 2004;24:207–227.PubMedCrossRef
9.
go back to reference Claxton K. The irrelevance of inference: a decision-making approach to the stochastic evaluation of health care technologies. J Health Econ. 1999;18:341–364.PubMedCrossRef Claxton K. The irrelevance of inference: a decision-making approach to the stochastic evaluation of health care technologies. J Health Econ. 1999;18:341–364.PubMedCrossRef
10.
go back to reference Halpern J, Brown BW Jr, Hornberger J. The sample size for a clinical trial: a Bayesian-decision theoretic approach. Stat Med. 2001;20:841–858.PubMedCrossRef Halpern J, Brown BW Jr, Hornberger J. The sample size for a clinical trial: a Bayesian-decision theoretic approach. Stat Med. 2001;20:841–858.PubMedCrossRef
11.
go back to reference Hornberger J, Eghtesady P. The cost-benefit of a randomized trial to a health care organization. Control Clin Trials. 1998;19:198–211.PubMedCrossRef Hornberger J, Eghtesady P. The cost-benefit of a randomized trial to a health care organization. Control Clin Trials. 1998;19:198–211.PubMedCrossRef
12.
go back to reference Hornberger JC, Brown BW Jr, Halpern J. Designing a cost-effective clinical trial. Stat Med. 1995;14:2249–2259.PubMedCrossRef Hornberger JC, Brown BW Jr, Halpern J. Designing a cost-effective clinical trial. Stat Med. 1995;14:2249–2259.PubMedCrossRef
13.
go back to reference Pezeshk H, Gittins J. A fully Bayesian approach to calculating sample sizes for clinical trials with binary responses. Drug Inf J. 2002;36:143–150.CrossRef Pezeshk H, Gittins J. A fully Bayesian approach to calculating sample sizes for clinical trials with binary responses. Drug Inf J. 2002;36:143–150.CrossRef
14.
go back to reference Welton NJ, Ades AE, Caldwell DM, Peters TJ. Research prioritization based on expected value of partial perfect information: a case-study on interventions to increase uptake of breast cancer screening. J Roy Statist Soc Ser A. 2008;171:807–841.CrossRef Welton NJ, Ades AE, Caldwell DM, Peters TJ. Research prioritization based on expected value of partial perfect information: a case-study on interventions to increase uptake of breast cancer screening. J Roy Statist Soc Ser A. 2008;171:807–841.CrossRef
15.
go back to reference Willan AR. Clinical decision making and the expected value of information. Clin Trials. 2007;4:279–285.PubMedCrossRef Willan AR. Clinical decision making and the expected value of information. Clin Trials. 2007;4:279–285.PubMedCrossRef
16.
go back to reference Willan AR. Optimal sample size determinations from an industry perspective based on the expected value of information. Clin Trials. 2008;5:587–594.PubMedCrossRef Willan AR. Optimal sample size determinations from an industry perspective based on the expected value of information. Clin Trials. 2008;5:587–594.PubMedCrossRef
17.
go back to reference Soucie JM, Evatt B, Jackson D. Occurrence of hemophilia in the United States. The Hemophilia Surveillance System Project Investigators. Am J Hematol. 1998;59:288–294.PubMedCrossRef Soucie JM, Evatt B, Jackson D. Occurrence of hemophilia in the United States. The Hemophilia Surveillance System Project Investigators. Am J Hematol. 1998;59:288–294.PubMedCrossRef
19.
go back to reference Aledort LM, Haschmeyer RH, Pettersson H. A longitudinal study of orthopaedic outcomes for severe factor-VIII-deficient haemophiliacs. The Orthopaedic Outcome Study Group. J Intern Med. 1994;236:391–399.PubMedCrossRef Aledort LM, Haschmeyer RH, Pettersson H. A longitudinal study of orthopaedic outcomes for severe factor-VIII-deficient haemophiliacs. The Orthopaedic Outcome Study Group. J Intern Med. 1994;236:391–399.PubMedCrossRef
20.
go back to reference Rossbach HC. Review of antihemophilic factor injection for the routine prophylaxis of bleeding episodes and risk of joint damage in severe hemophilia A. Vasc Health Risk Manag. 2010;6:59–68.PubMedCentralPubMedCrossRef Rossbach HC. Review of antihemophilic factor injection for the routine prophylaxis of bleeding episodes and risk of joint damage in severe hemophilia A. Vasc Health Risk Manag. 2010;6:59–68.PubMedCentralPubMedCrossRef
21.
go back to reference Nilsson IM, Berntorp E, Lofqvist T, Pettersson H. Twenty-five years’ experience of prophylactic treatment in severe haemophilia A and B. J Intern Med. 1992;232:25–32.PubMedCrossRef Nilsson IM, Berntorp E, Lofqvist T, Pettersson H. Twenty-five years’ experience of prophylactic treatment in severe haemophilia A and B. J Intern Med. 1992;232:25–32.PubMedCrossRef
22.
go back to reference Plug I, van der Bom JG, Peters M, et al. Thirty years of hemophilia treatment in the Netherlands, 1972–2001. Blood. 2004;104:3494–3500.PubMedCrossRef Plug I, van der Bom JG, Peters M, et al. Thirty years of hemophilia treatment in the Netherlands, 1972–2001. Blood. 2004;104:3494–3500.PubMedCrossRef
23.
go back to reference Kern M, Blanchette V, Stain AM, Einarson TR, Feldman BM. Clinical and cost implications of target joints in Canadian boys with severe hemophilia A. J Pediatr. 2004;145:628–634.PubMedCrossRef Kern M, Blanchette V, Stain AM, Einarson TR, Feldman BM. Clinical and cost implications of target joints in Canadian boys with severe hemophilia A. J Pediatr. 2004;145:628–634.PubMedCrossRef
24.
go back to reference Smith PS, Teutsch SM, Shaffer PA, Rolka H, Evatt B. Episodic versus prophylactic infusions for hemophilia A: a cost-effectiveness analysis. J Pediatr. 1996;129:424–431.PubMedCrossRef Smith PS, Teutsch SM, Shaffer PA, Rolka H, Evatt B. Episodic versus prophylactic infusions for hemophilia A: a cost-effectiveness analysis. J Pediatr. 1996;129:424–431.PubMedCrossRef
25.
go back to reference Molho P, Rolland N, Lebrun T, et al. Epidemiological survey of the orthopaedic status of severe haemophilia A and B patients in France. Haemophilia. 2000;6:23–32.PubMedCrossRef Molho P, Rolland N, Lebrun T, et al. Epidemiological survey of the orthopaedic status of severe haemophilia A and B patients in France. Haemophilia. 2000;6:23–32.PubMedCrossRef
26.
go back to reference Feldman BM, Aledort L, Bullinger M, et al. The economics of haemophilia prophylaxis: governmental and insurer perspectives. Proceedings of the Second International Prophylaxis Study Group (IPSG) symposium. Haemophilia. 2007;13:745–749.PubMedCrossRef Feldman BM, Aledort L, Bullinger M, et al. The economics of haemophilia prophylaxis: governmental and insurer perspectives. Proceedings of the Second International Prophylaxis Study Group (IPSG) symposium. Haemophilia. 2007;13:745–749.PubMedCrossRef
27.
go back to reference Manco-Johnson MJ, Abshire TC, Shapiro AD, et al. Prophylaxis versus episodic treatment to prevent joint disease in boys with severe hemophilia. N Engl J Med. 2007;357:535–544.PubMedCrossRef Manco-Johnson MJ, Abshire TC, Shapiro AD, et al. Prophylaxis versus episodic treatment to prevent joint disease in boys with severe hemophilia. N Engl J Med. 2007;357:535–544.PubMedCrossRef
28.
go back to reference Gringeri A, Lundin B, von Mackensen S, Mantovani L, Mannucci PM. A randomized clinical trial of prophylaxis in children with hemophilia A (the ESPRIT Study). J Thromb Haemost. 2011;9:700–710.PubMedCrossRef Gringeri A, Lundin B, von Mackensen S, Mantovani L, Mannucci PM. A randomized clinical trial of prophylaxis in children with hemophilia A (the ESPRIT Study). J Thromb Haemost. 2011;9:700–710.PubMedCrossRef
29.
go back to reference Feldman BM, Pai M, Rivard GE, et al. Tailored prophylaxis in severe hemophilia A: interim results from the first 5 years of the Canadian Hemophilia Primary Prophylaxis Study. J Thromb Haemost. 2006;4:1228–1236.PubMedCrossRef Feldman BM, Pai M, Rivard GE, et al. Tailored prophylaxis in severe hemophilia A: interim results from the first 5 years of the Canadian Hemophilia Primary Prophylaxis Study. J Thromb Haemost. 2006;4:1228–1236.PubMedCrossRef
30.
go back to reference Kraft J, Blanchette V, Babyn P, et al. Magnetic resonance imaging and joint outcomes in boys with severe hemophilia A treated with tailored primary prophylaxis in Canada. J Thromb Haemost. 2012;10:2494–2502.PubMedCrossRef Kraft J, Blanchette V, Babyn P, et al. Magnetic resonance imaging and joint outcomes in boys with severe hemophilia A treated with tailored primary prophylaxis in Canada. J Thromb Haemost. 2012;10:2494–2502.PubMedCrossRef
31.
go back to reference Berntorp E, Astermark J, Baghaei F, et al. Treatment of haemophilia A and B and von Willebrand’s disease: summary and conclusions of a systematic review as part of a Swedish health-technology assessment. Haemophilia. 2012;18:158–165.PubMedCrossRef Berntorp E, Astermark J, Baghaei F, et al. Treatment of haemophilia A and B and von Willebrand’s disease: summary and conclusions of a systematic review as part of a Swedish health-technology assessment. Haemophilia. 2012;18:158–165.PubMedCrossRef
33.
go back to reference Martin JA, Hamilton BE, Ventura SJ, et al. Births: Final data for National vital statistics reports; 61(1). Hyattsville, MD: National Center for Health Statistics; 2010:2012. Martin JA, Hamilton BE, Ventura SJ, et al. Births: Final data for National vital statistics reports; 61(1). Hyattsville, MD: National Center for Health Statistics; 2010:2012.
34.
go back to reference Donadel-Claeyssens S. Current co-ordinated activities of the PEDNET (European Paediatric Network for Haemophilia Management). Haemophilia. 2006;12:124–127.PubMedCrossRef Donadel-Claeyssens S. Current co-ordinated activities of the PEDNET (European Paediatric Network for Haemophilia Management). Haemophilia. 2006;12:124–127.PubMedCrossRef
35.
go back to reference Fischer K, van der Bom JG, Molho P, et al. Prophylactic versus on-demand treatment strategies for severe haemophilia: a comparison of costs and long-term outcome. Haemophilia. 2002;8:745–752.PubMedCrossRef Fischer K, van der Bom JG, Molho P, et al. Prophylactic versus on-demand treatment strategies for severe haemophilia: a comparison of costs and long-term outcome. Haemophilia. 2002;8:745–752.PubMedCrossRef
36.
go back to reference Khoriaty R, Taher A, Inati A, Lee C. A comparison between prophylaxis and on demand treatment for severe haemophilia. Clin Lab Haematol. 2005;27:320–323.PubMedCrossRef Khoriaty R, Taher A, Inati A, Lee C. A comparison between prophylaxis and on demand treatment for severe haemophilia. Clin Lab Haematol. 2005;27:320–323.PubMedCrossRef
37.
go back to reference Farrugia A, O’Mahony B, Cassar J. Health technology assessment and haemophilia. Haemophilia. 2012;18:152–157.PubMedCrossRef Farrugia A, O’Mahony B, Cassar J. Health technology assessment and haemophilia. Haemophilia. 2012;18:152–157.PubMedCrossRef
Metadata
Title
Using Value-of-Information Methods when the Disease Is Rare and the Treatment Is Expensive—The Example of Hemophilia A
Authors
Lusine Abrahamyan, MD MPH PhD
Andrew R. Willan, PhD
Joseph Beyene, MSc PhD
Marjorie Mclimont, MSc
Victor Blanchette, MD FRCP FRCPC
Brian M. Feldman, MD MSc FRCPC
for the Canadian Hemophilia Primary Prophylaxis (CHPS) Study Group
Publication date
01-08-2014
Publisher
Springer US
Published in
Journal of General Internal Medicine / Issue Special Issue 3/2014
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-014-2880-3

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