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An Evidenced-Based Scale of Disease Severity following Human Challenge with Enteroxigenic Escherichia coli
BACKGROUND: Experimental human challenge models have played a major role in enhancing our understanding of infectious diseases. Primary outcomes have typically utilized overly simplistic outcomes that fail to entirely account for complex illness syndromes. We sought to characterize clinical outcomes...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4777366/ https://www.ncbi.nlm.nih.gov/pubmed/26938983 http://dx.doi.org/10.1371/journal.pone.0149358 |
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author | Porter, Chad K. Riddle, Mark S. Alcala, Ashley N. Sack, David A. Harro, Clayton Chakraborty, Subhra Gutierrez, Ramiro L. Savarino, Stephen J. Darsley, Michael McKenzie, Robin DeNearing, Barbara Steinsland, Hans Tribble, David R. Bourgeois, A. Louis |
author_facet | Porter, Chad K. Riddle, Mark S. Alcala, Ashley N. Sack, David A. Harro, Clayton Chakraborty, Subhra Gutierrez, Ramiro L. Savarino, Stephen J. Darsley, Michael McKenzie, Robin DeNearing, Barbara Steinsland, Hans Tribble, David R. Bourgeois, A. Louis |
author_sort | Porter, Chad K. |
collection | PubMed |
description | BACKGROUND: Experimental human challenge models have played a major role in enhancing our understanding of infectious diseases. Primary outcomes have typically utilized overly simplistic outcomes that fail to entirely account for complex illness syndromes. We sought to characterize clinical outcomes associated with experimental infection with enterotoxigenic Escherichia coli (ETEC) and to develop a disease score. METHODS: Data were obtained from prior controlled human ETEC infection studies. Correlation and univariate regression across sign and symptom severity was performed. A multiple correspondence analysis was conducted. A 3-parameter disease score with construct validity was developed in an iterative fashion, compared to standard outcome definitions and applied to prior vaccine challenge trials. RESULTS: Data on 264 subjects receiving seven ETEC strains at doses from 1x10(5) to 1x10(10) cfu were used to construct a standardized dataset. The strongest observed correlation was between vomiting and nausea (r = 0.65); however, stool output was poorly correlated with subjective activity-impacting outcomes. Multiple correspondence analyses showed covariability in multiple signs and symptoms, with severity being the strongest factor corresponding across outcomes. The developed disease score performed well compared to standard outcome definitions and differentiated disease in vaccinated and unvaccinated subjects. CONCLUSION: Frequency and volumetric definitions of diarrhea severity poorly characterize ETEC disease. These data support a disease severity score accounting for stool output and other clinical signs and symptoms. Such a score could serve as the basis for better field trial outcomes and gives an additional outcome measure to help select future vaccines that warrant expanded testing in pivotal pre-licensure trials. |
format | Online Article Text |
id | pubmed-4777366 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-47773662016-03-10 An Evidenced-Based Scale of Disease Severity following Human Challenge with Enteroxigenic Escherichia coli Porter, Chad K. Riddle, Mark S. Alcala, Ashley N. Sack, David A. Harro, Clayton Chakraborty, Subhra Gutierrez, Ramiro L. Savarino, Stephen J. Darsley, Michael McKenzie, Robin DeNearing, Barbara Steinsland, Hans Tribble, David R. Bourgeois, A. Louis PLoS One Research Article BACKGROUND: Experimental human challenge models have played a major role in enhancing our understanding of infectious diseases. Primary outcomes have typically utilized overly simplistic outcomes that fail to entirely account for complex illness syndromes. We sought to characterize clinical outcomes associated with experimental infection with enterotoxigenic Escherichia coli (ETEC) and to develop a disease score. METHODS: Data were obtained from prior controlled human ETEC infection studies. Correlation and univariate regression across sign and symptom severity was performed. A multiple correspondence analysis was conducted. A 3-parameter disease score with construct validity was developed in an iterative fashion, compared to standard outcome definitions and applied to prior vaccine challenge trials. RESULTS: Data on 264 subjects receiving seven ETEC strains at doses from 1x10(5) to 1x10(10) cfu were used to construct a standardized dataset. The strongest observed correlation was between vomiting and nausea (r = 0.65); however, stool output was poorly correlated with subjective activity-impacting outcomes. Multiple correspondence analyses showed covariability in multiple signs and symptoms, with severity being the strongest factor corresponding across outcomes. The developed disease score performed well compared to standard outcome definitions and differentiated disease in vaccinated and unvaccinated subjects. CONCLUSION: Frequency and volumetric definitions of diarrhea severity poorly characterize ETEC disease. These data support a disease severity score accounting for stool output and other clinical signs and symptoms. Such a score could serve as the basis for better field trial outcomes and gives an additional outcome measure to help select future vaccines that warrant expanded testing in pivotal pre-licensure trials. Public Library of Science 2016-03-03 /pmc/articles/PMC4777366/ /pubmed/26938983 http://dx.doi.org/10.1371/journal.pone.0149358 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Porter, Chad K. Riddle, Mark S. Alcala, Ashley N. Sack, David A. Harro, Clayton Chakraborty, Subhra Gutierrez, Ramiro L. Savarino, Stephen J. Darsley, Michael McKenzie, Robin DeNearing, Barbara Steinsland, Hans Tribble, David R. Bourgeois, A. Louis An Evidenced-Based Scale of Disease Severity following Human Challenge with Enteroxigenic Escherichia coli |
title | An Evidenced-Based Scale of Disease Severity following Human Challenge with Enteroxigenic Escherichia coli |
title_full | An Evidenced-Based Scale of Disease Severity following Human Challenge with Enteroxigenic Escherichia coli |
title_fullStr | An Evidenced-Based Scale of Disease Severity following Human Challenge with Enteroxigenic Escherichia coli |
title_full_unstemmed | An Evidenced-Based Scale of Disease Severity following Human Challenge with Enteroxigenic Escherichia coli |
title_short | An Evidenced-Based Scale of Disease Severity following Human Challenge with Enteroxigenic Escherichia coli |
title_sort | evidenced-based scale of disease severity following human challenge with enteroxigenic escherichia coli |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4777366/ https://www.ncbi.nlm.nih.gov/pubmed/26938983 http://dx.doi.org/10.1371/journal.pone.0149358 |
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