Literature DB >> 26586608

A small n sequential multiple assignment randomized trial design for use in rare disease research.

Roy N Tamura1, Jeffrey P Krischer2, Christian Pagnoux3, Robert Micheletti4, Peter C Grayson5, Yeh-Fong Chen6, Peter A Merkel7.   

Abstract

BACKGROUND: Clinical trials in rare diseases are difficult to conduct due to the limited number of patients available with each disorder. We developed a Phase 2 trial which is a small n sequential multiple assignment randomized trial (snSMART) design to test several treatments for a rare disease for which no standard therapy exists.
PURPOSE: This paper illustrates the design, sample size estimation and operating characteristics of an snSMART.
METHODS: We investigate the performance of a class of weighted Z statistics via computer simulations.
RESULTS: We demonstrate the increase in power over traditional single stage designs, and indicate how the power changes as a function of the weight given to each stage.
CONCLUSION: The snSMART design is promising in a rare disease setting where several alternative treatments are under consideration and small sample sizes are necessary.
Copyright © 2015 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Binary data; Re-randomization; Weighted Z statistic

Mesh:

Year:  2015        PMID: 26586608      PMCID: PMC4695231          DOI: 10.1016/j.cct.2015.11.010

Source DB:  PubMed          Journal:  Contemp Clin Trials        ISSN: 1551-7144            Impact factor:   2.226


  9 in total

1.  Minimum risk weights for comparing treatments in stratified binomial trials.

Authors:  D V Mehrotra; R Railkar
Journal:  Stat Med       Date:  2000-03-30       Impact factor: 2.373

Review 2.  The problem of the placebo response in clinical trials for psychiatric disorders: culprits, possible remedies, and a novel study design approach.

Authors:  Maurizio Fava; A Eden Evins; David J Dorer; David A Schoenfeld
Journal:  Psychother Psychosom       Date:  2003 May-Jun       Impact factor: 17.659

3.  An experimental design for the development of adaptive treatment strategies.

Authors:  S A Murphy
Journal:  Stat Med       Date:  2005-05-30       Impact factor: 2.373

4.  Experimental design and primary data analysis methods for comparing adaptive interventions.

Authors:  Inbal Nahum-Shani; Min Qian; Daniel Almirall; William E Pelham; Beth Gnagy; Gregory A Fabiano; James G Waxmonsky; Jihnhee Yu; Susan A Murphy
Journal:  Psychol Methods       Date:  2012-10-01

5.  Randomized phase II clinical trials.

Authors:  R Simon; R E Wittes; S S Ellenberg
Journal:  Cancer Treat Rep       Date:  1985-12

6.  Evaluating multiple treatment courses in clinical trials.

Authors:  P F Thall; R E Millikan; H G Sung
Journal:  Stat Med       Date:  2000-04-30       Impact factor: 2.373

7.  Introduction to dynamic treatment strategies and sequential multiple assignment randomization.

Authors:  Philip W Lavori; Ree Dawson
Journal:  Clin Trials       Date:  2014-05-01       Impact factor: 2.486

8.  Comparative effectiveness without head-to-head trials: a method for matching-adjusted indirect comparisons applied to psoriasis treatment with adalimumab or etanercept.

Authors:  James E Signorovitch; Eric Q Wu; Andrew P Yu; Charles M Gerrits; Evan Kantor; Yanjun Bao; Shiraz R Gupta; Parvez M Mulani
Journal:  Pharmacoeconomics       Date:  2010       Impact factor: 4.981

9.  Clinical research for rare disease: opportunities, challenges, and solutions.

Authors:  Robert C Griggs; Mark Batshaw; Mary Dunkle; Rashmi Gopal-Srivastava; Edward Kaye; Jeffrey Krischer; Tan Nguyen; Kathleen Paulus; Peter A Merkel
Journal:  Mol Genet Metab       Date:  2008-11-13       Impact factor: 4.797

  9 in total
  9 in total

Review 1.  Novel clinical trial design and analytic methods to tackle challenges in therapeutic development in rare diseases.

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Journal:  Ann Transl Med       Date:  2022-09

Review 2.  Nutritional interventions in primary mitochondrial disorders: Developing an evidence base.

Authors:  Kathryn M Camp; Danuta Krotoski; Melissa A Parisi; Katrina A Gwinn; Bruce H Cohen; Christine S Cox; Gregory M Enns; Marni J Falk; Amy C Goldstein; Rashmi Gopal-Srivastava; Gráinne S Gorman; Stephen P Hersh; Michio Hirano; Freddie Ann Hoffman; Amel Karaa; Erin L MacLeod; Robert McFarland; Charles Mohan; Andrew E Mulberg; Joanne C Odenkirchen; Sumit Parikh; Patricia J Rutherford; Shawne K Suggs-Anderson; W H Wilson Tang; Jerry Vockley; Lynne A Wolfe; Steven Yannicelli; Philip E Yeske; Paul M Coates
Journal:  Mol Genet Metab       Date:  2016-09-20       Impact factor: 4.797

3.  Design and analysis considerations for utilizing a mapping function in a small sample, sequential, multiple assignment, randomized trials with continuous outcomes.

Authors:  Holly Hartman; Roy N Tamura; Matthew J Schipper; Kelley M Kidwell
Journal:  Stat Med       Date:  2020-10-27       Impact factor: 2.497

Review 4.  A systematic literature review of evidence-based clinical practice for rare diseases: what are the perceived and real barriers for improving the evidence and how can they be overcome?

Authors:  Ana Rath; Valérie Salamon; Sandra Peixoto; Virginie Hivert; Martine Laville; Berenice Segrestin; Edmund A M Neugebauer; Michaela Eikermann; Vittorio Bertele; Silvio Garattini; Jørn Wetterslev; Rita Banzi; Janus C Jakobsen; Snezana Djurisic; Christine Kubiak; Jacques Demotes-Mainard; Christian Gluud
Journal:  Trials       Date:  2017-11-22       Impact factor: 2.279

Review 5.  Using a meta-narrative literature review and focus groups with key stakeholders to identify perceived challenges and solutions for generating robust evidence on the effectiveness of treatments for rare diseases.

Authors:  Kylie Tingley; Doug Coyle; Ian D Graham; Lindsey Sikora; Pranesh Chakraborty; Kumanan Wilson; John J Mitchell; Sylvia Stockler-Ipsiroglu; Beth K Potter
Journal:  Orphanet J Rare Dis       Date:  2018-06-28       Impact factor: 4.123

6.  Protocol for a randomized multicenter study for isolated skin vasculitis (ARAMIS) comparing the efficacy of three drugs: azathioprine, colchicine, and dapsone.

Authors:  Robert G Micheletti; Christian Pagnoux; Roy N Tamura; Peter C Grayson; Carol A McAlear; Renee Borchin; Jeffrey P Krischer; Peter A Merkel
Journal:  Trials       Date:  2020-04-28       Impact factor: 2.279

7.  The attitude of patients with progressive ataxias towards clinical trials.

Authors:  Gilbert Thomas-Black; Andrada Dumitrascu; Hector Garcia-Moreno; Julie Vallortigara; Julie Greenfield; Barry Hunt; Susan Walther; Mackenzie Wells; David R Lynch; Hugh Montgomery; Paola Giunti
Journal:  Orphanet J Rare Dis       Date:  2022-01-04       Impact factor: 4.123

Review 8.  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

9.  Dynamic treatment regimens in small n, sequential, multiple assignment, randomized trials: An application in focal segmental glomerulosclerosis.

Authors:  Yan-Cheng Chao; Howard Trachtman; Debbie S Gipson; Cathie Spino; Thomas M Braun; Kelley M Kidwell
Journal:  Contemp Clin Trials       Date:  2020-03-19       Impact factor: 2.226

  9 in total

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