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Prognostic and Predictive Biomarkers in Patients With Coronavirus Disease 2019 Treated With Tocilizumab in a Randomized Controlled Trial*
To explore candidate prognostic and predictive biomarkers identified in retrospective observational studies (interleukin-6, C-reactive protein, lactate dehydrogenase, ferritin, lymphocytes, monocytes, neutrophils, d-dimer, and platelets) in patients with coronavirus disease 2019 pneumonia after trea...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8855771/ https://www.ncbi.nlm.nih.gov/pubmed/34612846 http://dx.doi.org/10.1097/CCM.0000000000005229 |
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author | Tom, Jennifer Bao, Min Tsai, Larry Qamra, Aditi Summers, David Carrasco-Triguero, Montserrat McBride, Jacqueline Rosenberger, Carrie M. Lin, Celia J. F. Stubbings, William Blyth, Kevin G. Carratalà, Jordi François, Bruno Benfield, Thomas Haslem, Derrick Bonfanti, Paolo van der Leest, Cor H. Rohatgi, Nidhi Wiese, Lothar Luyt, Charles Edouard Kheradmand, Farrah Rosas, Ivan O. Cai, Fang |
author_facet | Tom, Jennifer Bao, Min Tsai, Larry Qamra, Aditi Summers, David Carrasco-Triguero, Montserrat McBride, Jacqueline Rosenberger, Carrie M. Lin, Celia J. F. Stubbings, William Blyth, Kevin G. Carratalà, Jordi François, Bruno Benfield, Thomas Haslem, Derrick Bonfanti, Paolo van der Leest, Cor H. Rohatgi, Nidhi Wiese, Lothar Luyt, Charles Edouard Kheradmand, Farrah Rosas, Ivan O. Cai, Fang |
author_sort | Tom, Jennifer |
collection | PubMed |
description | To explore candidate prognostic and predictive biomarkers identified in retrospective observational studies (interleukin-6, C-reactive protein, lactate dehydrogenase, ferritin, lymphocytes, monocytes, neutrophils, d-dimer, and platelets) in patients with coronavirus disease 2019 pneumonia after treatment with tocilizumab, an anti–interleukin-6 receptor antibody, using data from the COVACTA trial in patients hospitalized with severe coronavirus disease 2019 pneumonia. DESIGN: Exploratory analysis from a multicenter, randomized, double-blind, placebo-controlled, phase 3 trial. SETTING: Hospitals in North America and Europe. PATIENTS: Adults hospitalized with severe coronavirus disease 2019 pneumonia receiving standard care. INTERVENTION: Randomly assigned 2:1 to IV tocilizumab 8 mg/kg or placebo. MEASUREMENTS AND MAIN RESULTS: Candidate biomarkers were measured in 295 patients in the tocilizumab arm and 142 patients in the placebo arm. Efficacy outcomes assessed were clinical status on a seven-category ordinal scale (1, discharge; 7, death), mortality, time to hospital discharge, and mechanical ventilation (if not receiving it at randomization) through day 28. Prognostic and predictive biomarkers were evaluated continuously with proportional odds, binomial or Fine-Gray models, and additional sensitivity analyses. Modeling in the placebo arm showed all candidate biomarkers except lactate dehydrogenase and d-dimer were strongly prognostic for day 28 clinical outcomes of mortality, mechanical ventilation, clinical status, and time to hospital discharge. Modeling in the tocilizumab arm showed a predictive value of ferritin for day 28 clinical outcomes of mortality (predictive interaction, p = 0.03), mechanical ventilation (predictive interaction, p = 0.01), and clinical status (predictive interaction, p = 0.02) compared with placebo. CONCLUSIONS: Multiple biomarkers prognostic for clinical outcomes were confirmed in COVACTA. Ferritin was identified as a predictive biomarker for the effects of tocilizumab in the COVACTA patient population; high ferritin levels were associated with better clinical outcomes for tocilizumab compared with placebo at day 28. |
format | Online Article Text |
id | pubmed-8855771 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-88557712022-02-18 Prognostic and Predictive Biomarkers in Patients With Coronavirus Disease 2019 Treated With Tocilizumab in a Randomized Controlled Trial* Tom, Jennifer Bao, Min Tsai, Larry Qamra, Aditi Summers, David Carrasco-Triguero, Montserrat McBride, Jacqueline Rosenberger, Carrie M. Lin, Celia J. F. Stubbings, William Blyth, Kevin G. Carratalà, Jordi François, Bruno Benfield, Thomas Haslem, Derrick Bonfanti, Paolo van der Leest, Cor H. Rohatgi, Nidhi Wiese, Lothar Luyt, Charles Edouard Kheradmand, Farrah Rosas, Ivan O. Cai, Fang Crit Care Med Clinical Investigations To explore candidate prognostic and predictive biomarkers identified in retrospective observational studies (interleukin-6, C-reactive protein, lactate dehydrogenase, ferritin, lymphocytes, monocytes, neutrophils, d-dimer, and platelets) in patients with coronavirus disease 2019 pneumonia after treatment with tocilizumab, an anti–interleukin-6 receptor antibody, using data from the COVACTA trial in patients hospitalized with severe coronavirus disease 2019 pneumonia. DESIGN: Exploratory analysis from a multicenter, randomized, double-blind, placebo-controlled, phase 3 trial. SETTING: Hospitals in North America and Europe. PATIENTS: Adults hospitalized with severe coronavirus disease 2019 pneumonia receiving standard care. INTERVENTION: Randomly assigned 2:1 to IV tocilizumab 8 mg/kg or placebo. MEASUREMENTS AND MAIN RESULTS: Candidate biomarkers were measured in 295 patients in the tocilizumab arm and 142 patients in the placebo arm. Efficacy outcomes assessed were clinical status on a seven-category ordinal scale (1, discharge; 7, death), mortality, time to hospital discharge, and mechanical ventilation (if not receiving it at randomization) through day 28. Prognostic and predictive biomarkers were evaluated continuously with proportional odds, binomial or Fine-Gray models, and additional sensitivity analyses. Modeling in the placebo arm showed all candidate biomarkers except lactate dehydrogenase and d-dimer were strongly prognostic for day 28 clinical outcomes of mortality, mechanical ventilation, clinical status, and time to hospital discharge. Modeling in the tocilizumab arm showed a predictive value of ferritin for day 28 clinical outcomes of mortality (predictive interaction, p = 0.03), mechanical ventilation (predictive interaction, p = 0.01), and clinical status (predictive interaction, p = 0.02) compared with placebo. CONCLUSIONS: Multiple biomarkers prognostic for clinical outcomes were confirmed in COVACTA. Ferritin was identified as a predictive biomarker for the effects of tocilizumab in the COVACTA patient population; high ferritin levels were associated with better clinical outcomes for tocilizumab compared with placebo at day 28. Lippincott Williams & Wilkins 2021-10-12 2022-03 /pmc/articles/PMC8855771/ /pubmed/34612846 http://dx.doi.org/10.1097/CCM.0000000000005229 Text en Copyright © 2021 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the Society of Critical Care Medicine and Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) , where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. |
spellingShingle | Clinical Investigations Tom, Jennifer Bao, Min Tsai, Larry Qamra, Aditi Summers, David Carrasco-Triguero, Montserrat McBride, Jacqueline Rosenberger, Carrie M. Lin, Celia J. F. Stubbings, William Blyth, Kevin G. Carratalà, Jordi François, Bruno Benfield, Thomas Haslem, Derrick Bonfanti, Paolo van der Leest, Cor H. Rohatgi, Nidhi Wiese, Lothar Luyt, Charles Edouard Kheradmand, Farrah Rosas, Ivan O. Cai, Fang Prognostic and Predictive Biomarkers in Patients With Coronavirus Disease 2019 Treated With Tocilizumab in a Randomized Controlled Trial* |
title | Prognostic and Predictive Biomarkers in Patients With Coronavirus Disease 2019 Treated With Tocilizumab in a Randomized Controlled Trial* |
title_full | Prognostic and Predictive Biomarkers in Patients With Coronavirus Disease 2019 Treated With Tocilizumab in a Randomized Controlled Trial* |
title_fullStr | Prognostic and Predictive Biomarkers in Patients With Coronavirus Disease 2019 Treated With Tocilizumab in a Randomized Controlled Trial* |
title_full_unstemmed | Prognostic and Predictive Biomarkers in Patients With Coronavirus Disease 2019 Treated With Tocilizumab in a Randomized Controlled Trial* |
title_short | Prognostic and Predictive Biomarkers in Patients With Coronavirus Disease 2019 Treated With Tocilizumab in a Randomized Controlled Trial* |
title_sort | prognostic and predictive biomarkers in patients with coronavirus disease 2019 treated with tocilizumab in a randomized controlled trial* |
topic | Clinical Investigations |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8855771/ https://www.ncbi.nlm.nih.gov/pubmed/34612846 http://dx.doi.org/10.1097/CCM.0000000000005229 |
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