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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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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. |
format | Online Article Text |
id | pubmed-8961223 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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