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Hybrid-control arm construction using historical trial data for an early-phase, randomized controlled trial in metastatic colorectal cancer
BACKGROUND: Treatment for metastatic colorectal cancer patients beyond the second line remains challenging, highlighting the need for early phase trials of combination therapies for patients who had disease progression during or following two prior lines of therapy. Leveraging hybrid control design...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9287310/ https://www.ncbi.nlm.nih.gov/pubmed/35856081 http://dx.doi.org/10.1038/s43856-022-00155-y |
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author | Li, Chen Ferro, Ana Mhatre, Shivani K. Lu, Danny Lawrance, Marcus Li, Xiao Li, Shi Allen, Simon Desai, Jayesh Fakih, Marwan Cecchini, Michael Pedersen, Katrina S. Kim, Tae You Reyes-Rivera, Irmarie Segal, Neil H. Lenain, Christelle |
author_facet | Li, Chen Ferro, Ana Mhatre, Shivani K. Lu, Danny Lawrance, Marcus Li, Xiao Li, Shi Allen, Simon Desai, Jayesh Fakih, Marwan Cecchini, Michael Pedersen, Katrina S. Kim, Tae You Reyes-Rivera, Irmarie Segal, Neil H. Lenain, Christelle |
author_sort | Li, Chen |
collection | PubMed |
description | BACKGROUND: Treatment for metastatic colorectal cancer patients beyond the second line remains challenging, highlighting the need for early phase trials of combination therapies for patients who had disease progression during or following two prior lines of therapy. Leveraging hybrid control design in these trials may preserve the benefits of randomization while strengthening evidence by integrating historical trial data. Few examples have been established to assess the applicability of such design in supporting early phase metastatic colorectal cancer trials. METHODS: MORPHEUS-CRC is an umbrella, multicenter, open-label, phase Ib/II, randomized, controlled trial (NCT03555149), with active experimental arms ongoing. Patients enrolled were assigned to a control arm (regorafenib, 15 patients randomized and 13 analysed) or multiple experimental arms for immunotherapy-based treatment combinations. One experimental arm (atezolizumab + isatuximab, 15 patients randomized and analysed) was completed and included in the hybrid-control study, where the hybrid-control arm was constructed by integrating data from the IMblaze370 phase 3 trial (NCT02788279). To estimate treatment efficacy, Cox and logistic regression models were used in a frequentist framework with standardized mortality ratio weighting or in a Bayesian framework with commensurate priors. The primary endpoint is objective response rate, while disease control rate, progression-free survival, and overall survival were the outcomes assessed in the hybrid-control study. RESULTS: The experimental arm showed no efficacy signal, yet a well-tolerated safety profile in the MORPHEUS-CRC trial. Treatment effects estimated in hybrid control design were comparable to those in the MORPHEUS-CRC trial using either frequentist or Bayesian models. CONCLUSIONS: Hybrid control provides comparable treatment-effect estimates with generally improved precision, and thus can be of value to inform early-phase clinical development in metastatic colorectal cancer. |
format | Online Article Text |
id | pubmed-9287310 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92873102022-07-17 Hybrid-control arm construction using historical trial data for an early-phase, randomized controlled trial in metastatic colorectal cancer Li, Chen Ferro, Ana Mhatre, Shivani K. Lu, Danny Lawrance, Marcus Li, Xiao Li, Shi Allen, Simon Desai, Jayesh Fakih, Marwan Cecchini, Michael Pedersen, Katrina S. Kim, Tae You Reyes-Rivera, Irmarie Segal, Neil H. Lenain, Christelle Commun Med (Lond) Article BACKGROUND: Treatment for metastatic colorectal cancer patients beyond the second line remains challenging, highlighting the need for early phase trials of combination therapies for patients who had disease progression during or following two prior lines of therapy. Leveraging hybrid control design in these trials may preserve the benefits of randomization while strengthening evidence by integrating historical trial data. Few examples have been established to assess the applicability of such design in supporting early phase metastatic colorectal cancer trials. METHODS: MORPHEUS-CRC is an umbrella, multicenter, open-label, phase Ib/II, randomized, controlled trial (NCT03555149), with active experimental arms ongoing. Patients enrolled were assigned to a control arm (regorafenib, 15 patients randomized and 13 analysed) or multiple experimental arms for immunotherapy-based treatment combinations. One experimental arm (atezolizumab + isatuximab, 15 patients randomized and analysed) was completed and included in the hybrid-control study, where the hybrid-control arm was constructed by integrating data from the IMblaze370 phase 3 trial (NCT02788279). To estimate treatment efficacy, Cox and logistic regression models were used in a frequentist framework with standardized mortality ratio weighting or in a Bayesian framework with commensurate priors. The primary endpoint is objective response rate, while disease control rate, progression-free survival, and overall survival were the outcomes assessed in the hybrid-control study. RESULTS: The experimental arm showed no efficacy signal, yet a well-tolerated safety profile in the MORPHEUS-CRC trial. Treatment effects estimated in hybrid control design were comparable to those in the MORPHEUS-CRC trial using either frequentist or Bayesian models. CONCLUSIONS: Hybrid control provides comparable treatment-effect estimates with generally improved precision, and thus can be of value to inform early-phase clinical development in metastatic colorectal cancer. Nature Publishing Group UK 2022-07-15 /pmc/articles/PMC9287310/ /pubmed/35856081 http://dx.doi.org/10.1038/s43856-022-00155-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Li, Chen Ferro, Ana Mhatre, Shivani K. Lu, Danny Lawrance, Marcus Li, Xiao Li, Shi Allen, Simon Desai, Jayesh Fakih, Marwan Cecchini, Michael Pedersen, Katrina S. Kim, Tae You Reyes-Rivera, Irmarie Segal, Neil H. Lenain, Christelle Hybrid-control arm construction using historical trial data for an early-phase, randomized controlled trial in metastatic colorectal cancer |
title | Hybrid-control arm construction using historical trial data for an early-phase, randomized controlled trial in metastatic colorectal cancer |
title_full | Hybrid-control arm construction using historical trial data for an early-phase, randomized controlled trial in metastatic colorectal cancer |
title_fullStr | Hybrid-control arm construction using historical trial data for an early-phase, randomized controlled trial in metastatic colorectal cancer |
title_full_unstemmed | Hybrid-control arm construction using historical trial data for an early-phase, randomized controlled trial in metastatic colorectal cancer |
title_short | Hybrid-control arm construction using historical trial data for an early-phase, randomized controlled trial in metastatic colorectal cancer |
title_sort | hybrid-control arm construction using historical trial data for an early-phase, randomized controlled trial in metastatic colorectal cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9287310/ https://www.ncbi.nlm.nih.gov/pubmed/35856081 http://dx.doi.org/10.1038/s43856-022-00155-y |
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