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Toward an Objective Diagnostic Test for Bacterial Cellulitis

BACKGROUND: Prior studies repeatedly showed that cultures of skin lesions diagnosed as "cellulitis" are usually negative. However, lack of a gold standard for diagnosis (against which culture might be judged) and failure to assess the human immune response are important limitations of prio...

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Autores principales: Pallin, Daniel J., Bry, Lynn, Dwyer, Richard C., Lipworth, Adam D., Leung, Donald Y., Camargo, Carlos A., Kupper, Thomas S., Filbin, Michael R., Murphy, George F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5033594/
https://www.ncbi.nlm.nih.gov/pubmed/27656884
http://dx.doi.org/10.1371/journal.pone.0162947
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author Pallin, Daniel J.
Bry, Lynn
Dwyer, Richard C.
Lipworth, Adam D.
Leung, Donald Y.
Camargo, Carlos A.
Kupper, Thomas S.
Filbin, Michael R.
Murphy, George F.
author_facet Pallin, Daniel J.
Bry, Lynn
Dwyer, Richard C.
Lipworth, Adam D.
Leung, Donald Y.
Camargo, Carlos A.
Kupper, Thomas S.
Filbin, Michael R.
Murphy, George F.
author_sort Pallin, Daniel J.
collection PubMed
description BACKGROUND: Prior studies repeatedly showed that cultures of skin lesions diagnosed as "cellulitis" are usually negative. However, lack of a gold standard for diagnosis (against which culture might be judged) and failure to assess the human immune response are important limitations of prior work. In this pilot study, we aimed to develop a criterion standard for research on bacterial cellulitis, to evaluate the sensitivity of procalcitonin for bacterial cellulitis, and to use gene expression analysis to find other candidate diagnostic markers. METHODS: We classified lesions via biopsies, 16s rRNA gene detection, culture, and histopathology. We quantified procalcitonin expression in blood. We also used Nanostring technology to quantify transcription of immunomodulators that may distinguish cases from inflamed controls. RESULTS: Of 28 participants, 15 had a clinical diagnosis of cellulitis, six had a diagnosis of non-infectious dermatitis, and seven were normal volunteers. Of the “cellulitis” patients, three (20%) had pathogens isolated, and were designated confirmed cases. Procalcitonin was undetectable in all three. HLA-DQA1 was expressed 34-fold more in confirmed cases vs. controls (fold change of geometric mean). Heat maps depicting multiplex gene expression analysis revealed a distinct profile of gene expression in confirmed cases relative to comparators. CONCLUSIONS: Most “cellulitis” patients had microbiologically-negative biopsies. Procalcitonin was undetectable, and HLA-DQA1 elevated, in confirmed bacterial cases. Multivariable transcriptomic profiling results supported our algorithm’s ability to identify patients with true bacterial cellulitis. A larger sample may allow discovery of an immunological signature capable of distinguishing bacterial cellulitis from its mimics in clinical practice.
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spelling pubmed-50335942016-10-10 Toward an Objective Diagnostic Test for Bacterial Cellulitis Pallin, Daniel J. Bry, Lynn Dwyer, Richard C. Lipworth, Adam D. Leung, Donald Y. Camargo, Carlos A. Kupper, Thomas S. Filbin, Michael R. Murphy, George F. PLoS One Research Article BACKGROUND: Prior studies repeatedly showed that cultures of skin lesions diagnosed as "cellulitis" are usually negative. However, lack of a gold standard for diagnosis (against which culture might be judged) and failure to assess the human immune response are important limitations of prior work. In this pilot study, we aimed to develop a criterion standard for research on bacterial cellulitis, to evaluate the sensitivity of procalcitonin for bacterial cellulitis, and to use gene expression analysis to find other candidate diagnostic markers. METHODS: We classified lesions via biopsies, 16s rRNA gene detection, culture, and histopathology. We quantified procalcitonin expression in blood. We also used Nanostring technology to quantify transcription of immunomodulators that may distinguish cases from inflamed controls. RESULTS: Of 28 participants, 15 had a clinical diagnosis of cellulitis, six had a diagnosis of non-infectious dermatitis, and seven were normal volunteers. Of the “cellulitis” patients, three (20%) had pathogens isolated, and were designated confirmed cases. Procalcitonin was undetectable in all three. HLA-DQA1 was expressed 34-fold more in confirmed cases vs. controls (fold change of geometric mean). Heat maps depicting multiplex gene expression analysis revealed a distinct profile of gene expression in confirmed cases relative to comparators. CONCLUSIONS: Most “cellulitis” patients had microbiologically-negative biopsies. Procalcitonin was undetectable, and HLA-DQA1 elevated, in confirmed bacterial cases. Multivariable transcriptomic profiling results supported our algorithm’s ability to identify patients with true bacterial cellulitis. A larger sample may allow discovery of an immunological signature capable of distinguishing bacterial cellulitis from its mimics in clinical practice. Public Library of Science 2016-09-22 /pmc/articles/PMC5033594/ /pubmed/27656884 http://dx.doi.org/10.1371/journal.pone.0162947 Text en © 2016 Pallin 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
Pallin, Daniel J.
Bry, Lynn
Dwyer, Richard C.
Lipworth, Adam D.
Leung, Donald Y.
Camargo, Carlos A.
Kupper, Thomas S.
Filbin, Michael R.
Murphy, George F.
Toward an Objective Diagnostic Test for Bacterial Cellulitis
title Toward an Objective Diagnostic Test for Bacterial Cellulitis
title_full Toward an Objective Diagnostic Test for Bacterial Cellulitis
title_fullStr Toward an Objective Diagnostic Test for Bacterial Cellulitis
title_full_unstemmed Toward an Objective Diagnostic Test for Bacterial Cellulitis
title_short Toward an Objective Diagnostic Test for Bacterial Cellulitis
title_sort toward an objective diagnostic test for bacterial cellulitis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5033594/
https://www.ncbi.nlm.nih.gov/pubmed/27656884
http://dx.doi.org/10.1371/journal.pone.0162947
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