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...
Autores principales: | , , , , , , , |
---|---|
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 |