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Development of a bayesian toxo-equivalence model between docetaxel and paclitaxel

Members of the taxane class of chemotherapies, staples of cancer treatment since the 1990s, can induce chemotherapy-induced peripheral neuropathy (CIPN), a potentially irreversible outcome related to cumulative exposure. Switching between taxanes is often clinically necessary; however, different tax...

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Autores principales: Sigworth, Elizabeth A., Rubinstein, Samuel M., Chaugai, Sandip, Rivera, Donna R., Walker, Philip D., Chen, Qingxia, Warner, Jeremy L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8961223/
https://www.ncbi.nlm.nih.gov/pubmed/35359803
http://dx.doi.org/10.1016/j.isci.2022.104045
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author Sigworth, Elizabeth A.
Rubinstein, Samuel M.
Chaugai, Sandip
Rivera, Donna R.
Walker, Philip D.
Chen, Qingxia
Warner, Jeremy L.
author_facet Sigworth, Elizabeth A.
Rubinstein, Samuel M.
Chaugai, Sandip
Rivera, Donna R.
Walker, Philip D.
Chen, Qingxia
Warner, Jeremy L.
author_sort Sigworth, Elizabeth A.
collection PubMed
description Members of the taxane class of chemotherapies, staples of cancer treatment since the 1990s, can induce chemotherapy-induced peripheral neuropathy (CIPN), a potentially irreversible outcome related to cumulative exposure. Switching between taxanes is often clinically necessary; however, different taxanes have different efficacies, toxicities, and dosing strategies, necessitating an evidence-based schema focused on toxicity. We performed a systematic review and meta-analysis of the literature on docetaxel and paclitaxel, extracting cumulative dose, rates of CIPN, and subject demographics, thereby establishing their dose-toxo-equivalence relationship through a Bayesian meta-analysis model, calculating doses of the two drugs that are expected to have comparable rates of CIPN, along with credible intervals. Our final model, based on 169 studies, produces credible interval widths that provide guidance within one treatment cycle. In practice, this model provides a framework under which oncologists can make treatment switching and dosing decisions, hopefully reducing patient risk of CIPN.
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spelling pubmed-89612232022-03-30 Development of a bayesian toxo-equivalence model between docetaxel and paclitaxel Sigworth, Elizabeth A. Rubinstein, Samuel M. Chaugai, Sandip Rivera, Donna R. Walker, Philip D. Chen, Qingxia Warner, Jeremy L. iScience Article Members of the taxane class of chemotherapies, staples of cancer treatment since the 1990s, can induce chemotherapy-induced peripheral neuropathy (CIPN), a potentially irreversible outcome related to cumulative exposure. Switching between taxanes is often clinically necessary; however, different taxanes have different efficacies, toxicities, and dosing strategies, necessitating an evidence-based schema focused on toxicity. We performed a systematic review and meta-analysis of the literature on docetaxel and paclitaxel, extracting cumulative dose, rates of CIPN, and subject demographics, thereby establishing their dose-toxo-equivalence relationship through a Bayesian meta-analysis model, calculating doses of the two drugs that are expected to have comparable rates of CIPN, along with credible intervals. Our final model, based on 169 studies, produces credible interval widths that provide guidance within one treatment cycle. In practice, this model provides a framework under which oncologists can make treatment switching and dosing decisions, hopefully reducing patient risk of CIPN. Elsevier 2022-03-11 /pmc/articles/PMC8961223/ /pubmed/35359803 http://dx.doi.org/10.1016/j.isci.2022.104045 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Sigworth, Elizabeth A.
Rubinstein, Samuel M.
Chaugai, Sandip
Rivera, Donna R.
Walker, Philip D.
Chen, Qingxia
Warner, Jeremy L.
Development of a bayesian toxo-equivalence model between docetaxel and paclitaxel
title Development of a bayesian toxo-equivalence model between docetaxel and paclitaxel
title_full Development of a bayesian toxo-equivalence model between docetaxel and paclitaxel
title_fullStr Development of a bayesian toxo-equivalence model between docetaxel and paclitaxel
title_full_unstemmed Development of a bayesian toxo-equivalence model between docetaxel and paclitaxel
title_short Development of a bayesian toxo-equivalence model between docetaxel and paclitaxel
title_sort development of a bayesian toxo-equivalence model between docetaxel and paclitaxel
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8961223/
https://www.ncbi.nlm.nih.gov/pubmed/35359803
http://dx.doi.org/10.1016/j.isci.2022.104045
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