Statistical analysis plan for the motor neuron disease systematic multi-arm adaptive randomised trial (MND-SMART).

Richard A Parker, Christopher J Weir, Tra My Pham, Ian R White, Nigel Stallard, Mahesh K B Parmar, Robert J Swingler, Rachel S Dakin, Suvankar Pal, Siddharthan Chandran
Author Information
  1. Richard A Parker: Edinburgh Clinical Trials Unit, Usher Institute, University of Edinburgh, Edinburgh, UK. Richard.Parker@ed.ac.uk. ORCID
  2. Christopher J Weir: Edinburgh Clinical Trials Unit, Usher Institute, University of Edinburgh, Edinburgh, UK.
  3. Tra My Pham: Medical Research Council Clinical Trials Unit at UCL, Institute of Clinical Trials and Methodology, University College London, London, UK.
  4. Ian R White: Medical Research Council Clinical Trials Unit at UCL, Institute of Clinical Trials and Methodology, University College London, London, UK.
  5. Nigel Stallard: Statistics and Epidemiology, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK.
  6. Mahesh K B Parmar: Medical Research Council Clinical Trials Unit at UCL, Institute of Clinical Trials and Methodology, University College London, London, UK.
  7. Robert J Swingler: Euan Macdonald Centre for Motor Neuron Disease Research, University of Edinburgh, Edinburgh, EH16 4SB, UK.
  8. Rachel S Dakin: Euan Macdonald Centre for Motor Neuron Disease Research, University of Edinburgh, Edinburgh, EH16 4SB, UK.
  9. Suvankar Pal: Euan Macdonald Centre for Motor Neuron Disease Research, University of Edinburgh, Edinburgh, EH16 4SB, UK.
  10. Siddharthan Chandran: Euan Macdonald Centre for Motor Neuron Disease Research, University of Edinburgh, Edinburgh, EH16 4SB, UK.

Abstract

BACKGROUND: MND-SMART is a platform, multi-arm, multi-stage, multi-centre, randomised controlled trial recruiting people with motor neuron disease. Initially, the treatments memantine and trazodone will each be compared against placebo, but other investigational treatments will be introduced into the trial later. The co-primary outcomes are the Amyotrophic Lateral Sclerosis Functional Rating Scale Revised (ALS-FRS-R) functional outcome, which is assessed longitudinally, and overall survival.
METHODS: Initially in MND-SMART, participants are randomised 1:1:1 via a minimisation algorithm to receive placebo or one of the two investigational treatments with up to 531 to be randomised in total. The comparisons between each research arm and placebo will be conducted in four stages, with the opportunity to cease further randomisations to poorly performing research arms at the end of stages 1 or 2. The final ALS-FRS-R analysis will be at the end of stage 3 and final survival analysis at the end of stage 4. The estimands for the co-primary outcomes are described in detail. The primary analysis of ALS-FRS-R at the end of stages 1 to 3 will involve fitting a normal linear mixed model to the data to calculate a mean difference in rate of ALS-FRS-R change between each research treatment and placebo. The pairwise type 1 error rate will be controlled, because each treatment comparison will generate its own distinct and separate interpretation. This publication is based on a formal statistical analysis plan document that was finalised and signed on 18 May 2022.
DISCUSSION: In developing the statistical analysis plan, we had to carefully consider several issues such as multiple testing, estimand specification, interim analyses, and statistical analysis of the repeated measurements of ALS-FRS-R. This analysis plan attempts to balance multiple factors, including minimisation of bias, maximising power and precision, and deriving clinically interpretable summaries of treatment effects.
TRIAL REGISTRATION: EudraCT Number, 2019-000099-41. Registered 2 October 2019, https://www.clinicaltrialsregister.eu/ctr-search/search?query=mnd-smart ClinicalTrials.gov, NCT04302870 . Registered 10 March 2020.

Keywords

Associated Data

ClinicalTrials.gov | NCT04302870

References

  1. Neurology. 2014 Nov 4;83(19):1719-25 [PMID: 25298304]
  2. Cochrane Database Syst Rev. 2012 Mar 14;(3):CD001447 [PMID: 22419278]
  3. Value Health. 2012 Jul-Aug;15(5):708-15 [PMID: 22867780]
  4. Int J Epidemiol. 2020 Jun 1;49(3):968-978 [PMID: 32176282]
  5. BMJ. 2011 Feb 07;342:d40 [PMID: 21300711]
  6. Stat Med. 2020 Sep 20;39(21):2815-2842 [PMID: 32419182]
  7. Amyotroph Lateral Scler Frontotemporal Degener. 2019 May;20(3-4):165-171 [PMID: 30835562]
  8. J Biopharm Stat. 2009 Nov;19(6):1085-98 [PMID: 20183466]
  9. Value Health. 2020 May;23(5):649-655 [PMID: 32389231]
  10. Int J Epidemiol. 2012 Jun;41(3):861-70 [PMID: 22253319]
  11. Clin Trials. 2020 Oct;17(5):562-566 [PMID: 32666813]
  12. Med Care. 2010 Jun;48(6 Suppl):S96-105 [PMID: 20473207]
  13. Stat Methods Med Res. 2016 Apr;25(2):716-27 [PMID: 23242385]
  14. J Neurol Sci. 1999 Oct 31;169(1-2):13-21 [PMID: 10540002]
  15. Clin Trials. 2020 Jun;17(3):273-284 [PMID: 32063029]
  16. Health Econ. 2018 Jan;27(1):7-22 [PMID: 28833869]
  17. Contemp Clin Trials. 2022 Feb;113:106656 [PMID: 34906747]
  18. Stat Methods Med Res. 2007 Jun;16(3):219-42 [PMID: 17621469]
  19. BMJ Open. 2022 Jul 7;12(7):e064173 [PMID: 35798516]
  20. Trials. 2022 Jan 10;23(1):27 [PMID: 35012627]
  21. Int J Surg. 2012;10(1):28-55 [PMID: 22036893]
  22. Nephrol Dial Transplant. 2013 Nov;28(11):2670-7 [PMID: 23975843]
  23. J Natl Cancer Inst. 2008 Sep 3;100(17):1204-14 [PMID: 18728279]
  24. Stat Sci. 2009;24(2):211 [PMID: 20119502]
  25. Clin Pharmacol Ther. 2020 May;107(5):1059-1067 [PMID: 32017052]

Grants

  1. MC_EX_MR/N50192X/1/Medical Research Council
  2. MRF_MRF-024-0001-RG-PARM-C0860/MRF
  3. MC_UU_00004/07/Medical Research Council

MeSH Term

Humans
Amyotrophic Lateral Sclerosis
Motor Neuron Disease
Therapies, Investigational
Transcranial Magnetic Stimulation
Treatment Outcome
Randomized Controlled Trials as Topic
Multicenter Studies as Topic
Adaptive Clinical Trials as Topic

Word Cloud

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