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Defining Surrogate Endpoints for Clinical Trials in Severe Falciparum Malaria

BACKGROUND: Clinical trials in severe falciparum malaria require a large sample size to detect clinically meaningful differences in mortality. This means few interventions can be evaluated at any time. Using a validated surrogate endpoint for mortality would provide a useful alternative allowing a s...

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Autores principales: Jeeyapant, Atthanee, Kingston, Hugh W., Plewes, Katherine, Maude, Richard J., Hanson, Josh, Herdman, M. Trent, Leopold, Stije J., Ngernseng, Thatsanun, Charunwatthana, Prakaykaew, Phu, Nguyen Hoan, Ghose, Aniruddha, Hasan, M. Mahtab Uddin, Fanello, Caterina I., Faiz, Md Abul, Hien, Tran Tinh, Day, Nicholas P. J., White, Nicholas J., Dondorp, Arjen M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5215574/
https://www.ncbi.nlm.nih.gov/pubmed/28052109
http://dx.doi.org/10.1371/journal.pone.0169307
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author Jeeyapant, Atthanee
Kingston, Hugh W.
Plewes, Katherine
Maude, Richard J.
Hanson, Josh
Herdman, M. Trent
Leopold, Stije J.
Ngernseng, Thatsanun
Charunwatthana, Prakaykaew
Phu, Nguyen Hoan
Ghose, Aniruddha
Hasan, M. Mahtab Uddin
Fanello, Caterina I.
Faiz, Md Abul
Hien, Tran Tinh
Day, Nicholas P. J.
White, Nicholas J.
Dondorp, Arjen M.
author_facet Jeeyapant, Atthanee
Kingston, Hugh W.
Plewes, Katherine
Maude, Richard J.
Hanson, Josh
Herdman, M. Trent
Leopold, Stije J.
Ngernseng, Thatsanun
Charunwatthana, Prakaykaew
Phu, Nguyen Hoan
Ghose, Aniruddha
Hasan, M. Mahtab Uddin
Fanello, Caterina I.
Faiz, Md Abul
Hien, Tran Tinh
Day, Nicholas P. J.
White, Nicholas J.
Dondorp, Arjen M.
author_sort Jeeyapant, Atthanee
collection PubMed
description BACKGROUND: Clinical trials in severe falciparum malaria require a large sample size to detect clinically meaningful differences in mortality. This means few interventions can be evaluated at any time. Using a validated surrogate endpoint for mortality would provide a useful alternative allowing a smaller sample size. Here we evaluate changes in coma score and plasma lactate as surrogate endpoints for mortality in severe falciparum malaria. METHODS: Three datasets of clinical studies in severe malaria were re-evaluated: studies from Chittagong, Bangladesh (adults), the African ‘AQUAMAT’ trial comparing artesunate and quinine (children), and the Vietnamese ‘AQ’ study (adults) comparing artemether with quinine. The absolute change, relative change, slope of the normalization over time, and time to normalization were derived from sequential measurements of plasma lactate and coma score, and validated for their use as surrogate endpoint, including the proportion of treatment effect on mortality explained (PTE) by these surrogate measures. RESULTS: Improvements in lactate concentration or coma scores over the first 24 hours of admission, were strongly prognostic for survival in all datasets. In hyperlactataemic patients in the AQ study (n = 173), lower mortality with artemether compared to quinine closely correlated with faster reduction in plasma lactate concentration, with a high PTE of the relative change in plasma lactate at 8 and 12 hours of 0.81 and 0.75, respectively. In paediatric patients enrolled in the ‘AQUAMAT’ study with cerebral malaria (n = 785), mortality was lower with artesunate compared to quinine, but this was not associated with faster coma recovery. CONCLUSIONS: The relative changes in plasma lactate concentration assessed at 8 or 12 hours after admission are valid surrogate endpoints for severe malaria studies on antimalarial drugs or adjuvant treatments aiming at improving the microcirculation. Measures of coma recovery are not valid surrogate endpoints for mortality.
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spelling pubmed-52155742017-01-19 Defining Surrogate Endpoints for Clinical Trials in Severe Falciparum Malaria Jeeyapant, Atthanee Kingston, Hugh W. Plewes, Katherine Maude, Richard J. Hanson, Josh Herdman, M. Trent Leopold, Stije J. Ngernseng, Thatsanun Charunwatthana, Prakaykaew Phu, Nguyen Hoan Ghose, Aniruddha Hasan, M. Mahtab Uddin Fanello, Caterina I. Faiz, Md Abul Hien, Tran Tinh Day, Nicholas P. J. White, Nicholas J. Dondorp, Arjen M. PLoS One Research Article BACKGROUND: Clinical trials in severe falciparum malaria require a large sample size to detect clinically meaningful differences in mortality. This means few interventions can be evaluated at any time. Using a validated surrogate endpoint for mortality would provide a useful alternative allowing a smaller sample size. Here we evaluate changes in coma score and plasma lactate as surrogate endpoints for mortality in severe falciparum malaria. METHODS: Three datasets of clinical studies in severe malaria were re-evaluated: studies from Chittagong, Bangladesh (adults), the African ‘AQUAMAT’ trial comparing artesunate and quinine (children), and the Vietnamese ‘AQ’ study (adults) comparing artemether with quinine. The absolute change, relative change, slope of the normalization over time, and time to normalization were derived from sequential measurements of plasma lactate and coma score, and validated for their use as surrogate endpoint, including the proportion of treatment effect on mortality explained (PTE) by these surrogate measures. RESULTS: Improvements in lactate concentration or coma scores over the first 24 hours of admission, were strongly prognostic for survival in all datasets. In hyperlactataemic patients in the AQ study (n = 173), lower mortality with artemether compared to quinine closely correlated with faster reduction in plasma lactate concentration, with a high PTE of the relative change in plasma lactate at 8 and 12 hours of 0.81 and 0.75, respectively. In paediatric patients enrolled in the ‘AQUAMAT’ study with cerebral malaria (n = 785), mortality was lower with artesunate compared to quinine, but this was not associated with faster coma recovery. CONCLUSIONS: The relative changes in plasma lactate concentration assessed at 8 or 12 hours after admission are valid surrogate endpoints for severe malaria studies on antimalarial drugs or adjuvant treatments aiming at improving the microcirculation. Measures of coma recovery are not valid surrogate endpoints for mortality. Public Library of Science 2017-01-04 /pmc/articles/PMC5215574/ /pubmed/28052109 http://dx.doi.org/10.1371/journal.pone.0169307 Text en © 2017 Jeeyapant et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Jeeyapant, Atthanee
Kingston, Hugh W.
Plewes, Katherine
Maude, Richard J.
Hanson, Josh
Herdman, M. Trent
Leopold, Stije J.
Ngernseng, Thatsanun
Charunwatthana, Prakaykaew
Phu, Nguyen Hoan
Ghose, Aniruddha
Hasan, M. Mahtab Uddin
Fanello, Caterina I.
Faiz, Md Abul
Hien, Tran Tinh
Day, Nicholas P. J.
White, Nicholas J.
Dondorp, Arjen M.
Defining Surrogate Endpoints for Clinical Trials in Severe Falciparum Malaria
title Defining Surrogate Endpoints for Clinical Trials in Severe Falciparum Malaria
title_full Defining Surrogate Endpoints for Clinical Trials in Severe Falciparum Malaria
title_fullStr Defining Surrogate Endpoints for Clinical Trials in Severe Falciparum Malaria
title_full_unstemmed Defining Surrogate Endpoints for Clinical Trials in Severe Falciparum Malaria
title_short Defining Surrogate Endpoints for Clinical Trials in Severe Falciparum Malaria
title_sort defining surrogate endpoints for clinical trials in severe falciparum malaria
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5215574/
https://www.ncbi.nlm.nih.gov/pubmed/28052109
http://dx.doi.org/10.1371/journal.pone.0169307
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