Cargando…

Minimal sufficient balance randomization for sequential randomized controlled trial designs: results from the ESCAPE trial

BACKGROUND: We describe the implementation of minimal sufficient balance randomization, a covariate-adaptive randomization technique, used for the “Endovascular treatment for Small Core and Anterior circulation Proximal occlusion with Emphasis on minimizing CT to recanalization times” (ESCAPE) trial...

Descripción completa

Detalles Bibliográficos
Autores principales: Sajobi, Tolulope T., Singh, Gurbakhshash, Lowerison, Mark W., Engbers, Jordan, Menon, Bijoy K., Demchuk, Andrew M., Goyal, Mayank, Hill, Michael D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5667454/
https://www.ncbi.nlm.nih.gov/pubmed/29096678
http://dx.doi.org/10.1186/s13063-017-2264-1
_version_ 1783275489067008000
author Sajobi, Tolulope T.
Singh, Gurbakhshash
Lowerison, Mark W.
Engbers, Jordan
Menon, Bijoy K.
Demchuk, Andrew M.
Goyal, Mayank
Hill, Michael D.
author_facet Sajobi, Tolulope T.
Singh, Gurbakhshash
Lowerison, Mark W.
Engbers, Jordan
Menon, Bijoy K.
Demchuk, Andrew M.
Goyal, Mayank
Hill, Michael D.
author_sort Sajobi, Tolulope T.
collection PubMed
description BACKGROUND: We describe the implementation of minimal sufficient balance randomization, a covariate-adaptive randomization technique, used for the “Endovascular treatment for Small Core and Anterior circulation Proximal occlusion with Emphasis on minimizing CT to recanalization times” (ESCAPE) trial. METHODS: The ESCAPE trial is a prospective, multicenter, randomized clinical trial that enrolled subjects with the following main inclusion criteria: less than 12 h from symptom onset, age 18 years or older, baseline NIHSS score > 5, ASPECTS score > 5 and computed tomography angiography (CTA) evidence of carotid T/L or M1-segment middle cerebral artery (MCA) occlusion, and at least moderate collaterals by CTA. Patients were randomized using a real-time, dynamic, Internet-based, minimal sufficient balance randomization method that balanced the study arms with respect to baseline covariates including age, sex, baseline NIHSS score, site of arterial occlusion, baseline ASPECTS score and treatment with intravenously administered alteplase. RESULTS: Permutation-based tests of group differences confirmed group balance across several baseline covariates including sex (p = 1.00), baseline NIHSS score (p = 0.95), site of arterial occlusion (p = 1.00), baseline ASPECTS score (p = 0.28), treatment with intravenously administered alteplase (p = 0.31), and age (p = 0.67). CONCLUSION: Results from the ESCAPE trial demonstrate the feasibility and the benefit of this covariate adaptive randomization scheme in small-sample trials and for data monitoring endeavors. TRIAL REGISTRATION: ESCAPE trial – NCT01778335 – at www.clinicaltrials.gov. Registered on 29 January 2013. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13063-017-2264-1) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-5667454
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-56674542017-11-08 Minimal sufficient balance randomization for sequential randomized controlled trial designs: results from the ESCAPE trial Sajobi, Tolulope T. Singh, Gurbakhshash Lowerison, Mark W. Engbers, Jordan Menon, Bijoy K. Demchuk, Andrew M. Goyal, Mayank Hill, Michael D. Trials Research BACKGROUND: We describe the implementation of minimal sufficient balance randomization, a covariate-adaptive randomization technique, used for the “Endovascular treatment for Small Core and Anterior circulation Proximal occlusion with Emphasis on minimizing CT to recanalization times” (ESCAPE) trial. METHODS: The ESCAPE trial is a prospective, multicenter, randomized clinical trial that enrolled subjects with the following main inclusion criteria: less than 12 h from symptom onset, age 18 years or older, baseline NIHSS score > 5, ASPECTS score > 5 and computed tomography angiography (CTA) evidence of carotid T/L or M1-segment middle cerebral artery (MCA) occlusion, and at least moderate collaterals by CTA. Patients were randomized using a real-time, dynamic, Internet-based, minimal sufficient balance randomization method that balanced the study arms with respect to baseline covariates including age, sex, baseline NIHSS score, site of arterial occlusion, baseline ASPECTS score and treatment with intravenously administered alteplase. RESULTS: Permutation-based tests of group differences confirmed group balance across several baseline covariates including sex (p = 1.00), baseline NIHSS score (p = 0.95), site of arterial occlusion (p = 1.00), baseline ASPECTS score (p = 0.28), treatment with intravenously administered alteplase (p = 0.31), and age (p = 0.67). CONCLUSION: Results from the ESCAPE trial demonstrate the feasibility and the benefit of this covariate adaptive randomization scheme in small-sample trials and for data monitoring endeavors. TRIAL REGISTRATION: ESCAPE trial – NCT01778335 – at www.clinicaltrials.gov. Registered on 29 January 2013. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13063-017-2264-1) contains supplementary material, which is available to authorized users. BioMed Central 2017-11-02 /pmc/articles/PMC5667454/ /pubmed/29096678 http://dx.doi.org/10.1186/s13063-017-2264-1 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Sajobi, Tolulope T.
Singh, Gurbakhshash
Lowerison, Mark W.
Engbers, Jordan
Menon, Bijoy K.
Demchuk, Andrew M.
Goyal, Mayank
Hill, Michael D.
Minimal sufficient balance randomization for sequential randomized controlled trial designs: results from the ESCAPE trial
title Minimal sufficient balance randomization for sequential randomized controlled trial designs: results from the ESCAPE trial
title_full Minimal sufficient balance randomization for sequential randomized controlled trial designs: results from the ESCAPE trial
title_fullStr Minimal sufficient balance randomization for sequential randomized controlled trial designs: results from the ESCAPE trial
title_full_unstemmed Minimal sufficient balance randomization for sequential randomized controlled trial designs: results from the ESCAPE trial
title_short Minimal sufficient balance randomization for sequential randomized controlled trial designs: results from the ESCAPE trial
title_sort minimal sufficient balance randomization for sequential randomized controlled trial designs: results from the escape trial
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5667454/
https://www.ncbi.nlm.nih.gov/pubmed/29096678
http://dx.doi.org/10.1186/s13063-017-2264-1
work_keys_str_mv AT sajobitolulopet minimalsufficientbalancerandomizationforsequentialrandomizedcontrolledtrialdesignsresultsfromtheescapetrial
AT singhgurbakhshash minimalsufficientbalancerandomizationforsequentialrandomizedcontrolledtrialdesignsresultsfromtheescapetrial
AT lowerisonmarkw minimalsufficientbalancerandomizationforsequentialrandomizedcontrolledtrialdesignsresultsfromtheescapetrial
AT engbersjordan minimalsufficientbalancerandomizationforsequentialrandomizedcontrolledtrialdesignsresultsfromtheescapetrial
AT menonbijoyk minimalsufficientbalancerandomizationforsequentialrandomizedcontrolledtrialdesignsresultsfromtheescapetrial
AT demchukandrewm minimalsufficientbalancerandomizationforsequentialrandomizedcontrolledtrialdesignsresultsfromtheescapetrial
AT goyalmayank minimalsufficientbalancerandomizationforsequentialrandomizedcontrolledtrialdesignsresultsfromtheescapetrial
AT hillmichaeld minimalsufficientbalancerandomizationforsequentialrandomizedcontrolledtrialdesignsresultsfromtheescapetrial