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Arguing for Adaptive Clinical Trials in Sepsis

Sepsis is life-threatening organ dysfunction due to dysregulated response to infection. Patients with sepsis exhibit wide heterogeneity stemming from genetic, molecular, and clinical factors as well as differences in pathogens, creating challenges for the development of effective treatments. Several...

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Autores principales: Talisa, Victor B., Yende, Sachin, Seymour, Christopher W., Angus, Derek C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6031704/
https://www.ncbi.nlm.nih.gov/pubmed/30002660
http://dx.doi.org/10.3389/fimmu.2018.01502
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author Talisa, Victor B.
Yende, Sachin
Seymour, Christopher W.
Angus, Derek C.
author_facet Talisa, Victor B.
Yende, Sachin
Seymour, Christopher W.
Angus, Derek C.
author_sort Talisa, Victor B.
collection PubMed
description Sepsis is life-threatening organ dysfunction due to dysregulated response to infection. Patients with sepsis exhibit wide heterogeneity stemming from genetic, molecular, and clinical factors as well as differences in pathogens, creating challenges for the development of effective treatments. Several gaps in knowledge also contribute: (i) biomarkers that identify patients likely to benefit from specific treatments are unknown; (ii) therapeutic dose and duration is often poorly understood; and (iii) short-term mortality, a common outcome measure, is frequently criticized for being insensitive. To date, the majority of sepsis trials use traditional design features, and have largely failed to identify new treatments with incremental benefit over standard of care. Traditional trials are also frequently conducted as part of a drug evaluation process that is segmented into several phases, each requiring separate trials, with a long time delay from inception through design and execution to incorporation of results into clinical practice. By contrast, adaptive clinical trial designs facilitate the evaluation of several candidate treatments simultaneously, learn from emergent discoveries during the course of the trial, and can be structured efficiently to lead to more timely conclusions compared to traditional trial designs. Adoption of new treatments in clinical practice can be accelerated if these trials are incorporated in electronic health records as part of a learning health system. In this review, we discuss challenges in the evaluation of treatments for sepsis, and explore potential benefits and weaknesses of recent advances in adaptive trial methodologies to address these challenges.
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spelling pubmed-60317042018-07-12 Arguing for Adaptive Clinical Trials in Sepsis Talisa, Victor B. Yende, Sachin Seymour, Christopher W. Angus, Derek C. Front Immunol Immunology Sepsis is life-threatening organ dysfunction due to dysregulated response to infection. Patients with sepsis exhibit wide heterogeneity stemming from genetic, molecular, and clinical factors as well as differences in pathogens, creating challenges for the development of effective treatments. Several gaps in knowledge also contribute: (i) biomarkers that identify patients likely to benefit from specific treatments are unknown; (ii) therapeutic dose and duration is often poorly understood; and (iii) short-term mortality, a common outcome measure, is frequently criticized for being insensitive. To date, the majority of sepsis trials use traditional design features, and have largely failed to identify new treatments with incremental benefit over standard of care. Traditional trials are also frequently conducted as part of a drug evaluation process that is segmented into several phases, each requiring separate trials, with a long time delay from inception through design and execution to incorporation of results into clinical practice. By contrast, adaptive clinical trial designs facilitate the evaluation of several candidate treatments simultaneously, learn from emergent discoveries during the course of the trial, and can be structured efficiently to lead to more timely conclusions compared to traditional trial designs. Adoption of new treatments in clinical practice can be accelerated if these trials are incorporated in electronic health records as part of a learning health system. In this review, we discuss challenges in the evaluation of treatments for sepsis, and explore potential benefits and weaknesses of recent advances in adaptive trial methodologies to address these challenges. Frontiers Media S.A. 2018-06-28 /pmc/articles/PMC6031704/ /pubmed/30002660 http://dx.doi.org/10.3389/fimmu.2018.01502 Text en Copyright © 2018 Talisa, Yende, Seymour and Angus. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Immunology
Talisa, Victor B.
Yende, Sachin
Seymour, Christopher W.
Angus, Derek C.
Arguing for Adaptive Clinical Trials in Sepsis
title Arguing for Adaptive Clinical Trials in Sepsis
title_full Arguing for Adaptive Clinical Trials in Sepsis
title_fullStr Arguing for Adaptive Clinical Trials in Sepsis
title_full_unstemmed Arguing for Adaptive Clinical Trials in Sepsis
title_short Arguing for Adaptive Clinical Trials in Sepsis
title_sort arguing for adaptive clinical trials in sepsis
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6031704/
https://www.ncbi.nlm.nih.gov/pubmed/30002660
http://dx.doi.org/10.3389/fimmu.2018.01502
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