Literature DB >> 33156923

The design of a Bayesian platform trial to prevent and eradicate inhibitors in patients with hemophilia.

Marnie Bertolet1,2, Maria M Brooks1,2, Margaret V Ragni3,4.   

Abstract

Among individuals with the rare congenital bleeding disorder hemophilia A, the major challenge is inhibitor formation, which is associated with significant morbidity and cost. Yet, as the optimal approach to prevent and eradicate inhibitors is not known, we are at equipoise. Because classic trial design is not practical in a rare disease setting, we designed 2 48-week randomized trials comparing ELOCTATE and emicizumab to prevent and eradicate inhibitors. To achieve statistical efficiency, we incorporated historic data (Bayesian priors) on inhibitor formation to allow preferential randomization to emicizumab, piecewise exponential survival models to determine mean and 95% confidence interval for inhibitor formation in each arm, and simulations to determine the best model design to optimize power. To achieve administrative efficiency, the trials will be performed with the same sites, staff, visit frequency, blood sampling, laboratories, and laboratory assays, with streamlined enrollment so patients developing inhibitors in the first trial may be enrolled on the second trial. The primary end point is the probability of inhibitor formation or inhibitor eradication, respectively. The design indicates early stopping rules for overwhelming evidence of superiority of the emicizumab arms. Simulations indicate that, with 66 subjects, the Prevention Trial will have 84% power to detect noninferiority of emicizumab to ELOCTATE with a margin of 10% if emicizumab is truly 10% superior to ELOCTATE; with 90 subjects, the Eradication Trial will have 80% power to detect 15% superiority of ELOCTATE immune tolerance induction with vs without emicizumab. Thus, a platform design provides statistical and administrative efficiency to conduct INHIBIT trials.
© 2020 by The American Society of Hematology.

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Year:  2020        PMID: 33156923      PMCID: PMC7656929          DOI: 10.1182/bloodadvances.2020002789

Source DB:  PubMed          Journal:  Blood Adv        ISSN: 2473-9529


  36 in total

1.  The principal results of the International Immune Tolerance Study: a randomized dose comparison.

Authors:  Charles R M Hay; Donna M DiMichele
Journal:  Blood       Date:  2011-11-18       Impact factor: 22.113

2.  Risk factors for inhibitor formation in haemophilia: a prevalent case-control study.

Authors:  M V Ragni; O Ojeifo; J Feng; J Yan; K A Hill; S S Sommer; M N Trucco; D J Brambilla
Journal:  Haemophilia       Date:  2009-06-26       Impact factor: 4.287

Review 3.  Joint WFH-ISTH session: issues in clinical trial design.

Authors:  F Peyvandi; A Farrugia; A Iorio; N S Key; A Srivastava
Journal:  Haemophilia       Date:  2014-05       Impact factor: 4.287

4.  Challenges of rare disease research: limited patients and competing priorities.

Authors:  M V Ragni; C G Moore; V Bias; N S Key; P A Kouides; C W Francis
Journal:  Haemophilia       Date:  2011-09-13       Impact factor: 4.287

5.  Sample sizes based on the log-rank statistic in complex clinical trials.

Authors:  E Lakatos
Journal:  Biometrics       Date:  1988-03       Impact factor: 2.571

6.  Extended half-life factor VIII for immune tolerance induction in haemophilia.

Authors:  L M Malec; J Journeycake; M V Ragni
Journal:  Haemophilia       Date:  2016-09-19       Impact factor: 4.287

Review 7.  Research methods to change clinical practice for patients with rare cancers.

Authors:  Lucinda Billingham; Kinga Malottki; Neil Steven
Journal:  Lancet Oncol       Date:  2016-02       Impact factor: 41.316

8.  Impact of inhibitors on hemophilia A mortality in the United States.

Authors:  Christopher E Walsh; J Michael Soucie; Connie H Miller
Journal:  Am J Hematol       Date:  2015-02-05       Impact factor: 10.047

9.  Intensity of factor VIII treatment and inhibitor development in children with severe hemophilia A: the RODIN study.

Authors:  Samantha C Gouw; H Marijke van den Berg; Kathelijn Fischer; Günter Auerswald; Manuel Carcao; Elizabeth Chalmers; Hervé Chambost; Karin Kurnik; Ri Liesner; Pia Petrini; Helen Platokouki; Carmen Altisent; Johannes Oldenburg; Beatrice Nolan; Rosario Pérez Garrido; M Elisa Mancuso; Anne Rafowicz; Mike Williams; Niels Clausen; Rutger A Middelburg; Rolf Ljung; Johanna G van der Bom
Journal:  Blood       Date:  2013-04-03       Impact factor: 22.113

10.  Recombinant factor VIII Fc (rFVIIIFc) fusion protein reduces immunogenicity and induces tolerance in hemophilia A mice.

Authors:  Sriram Krishnamoorthy; Tongyao Liu; Douglas Drager; Susannah Patarroyo-White; Ekta Seth Chhabra; Robert Peters; Neil Josephson; David Lillicrap; Richard S Blumberg; Glenn F Pierce; Haiyan Jiang
Journal:  Cell Immunol       Date:  2015-12-29       Impact factor: 4.868

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  2 in total

Review 1.  Clotting factor concentrates for preventing bleeding and bleeding-related complications in previously treated individuals with haemophilia A or B.

Authors:  Omotola O Olasupo; Megan S Lowe; Ashma Krishan; Peter Collins; Alfonso Iorio; Davide Matino
Journal:  Cochrane Database Syst Rev       Date:  2021-08-18

Review 2.  Application of Bayesian methods to accelerate rare disease drug development: scopes and hurdles.

Authors:  Kelley M Kidwell; Satrajit Roychoudhury; Barbara Wendelberger; John Scott; Tara Moroz; Shaoming Yin; Madhurima Majumder; John Zhong; Raymond A Huml; Veronica Miller
Journal:  Orphanet J Rare Dis       Date:  2022-05-07       Impact factor: 4.303

  2 in total

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