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Cerebrospinal fluid proteome maps detect pathogen-specific host response patterns in meningitis
Meningitis is a potentially life-threatening infection characterized by the inflammation of the leptomeningeal membranes. Many different viral and bacterial pathogens can cause meningitis, with differences in mortality rates, risk of developing neurological sequelae, and treatment options. Here, we...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8043743/ https://www.ncbi.nlm.nih.gov/pubmed/33821792 http://dx.doi.org/10.7554/eLife.64159 |
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author | Bakochi, Anahita Mohanty, Tirthankar Pyl, Paul Theodor Gueto-Tettay, Carlos Alberto Malmström, Lars Linder, Adam Malmström, Johan |
author_facet | Bakochi, Anahita Mohanty, Tirthankar Pyl, Paul Theodor Gueto-Tettay, Carlos Alberto Malmström, Lars Linder, Adam Malmström, Johan |
author_sort | Bakochi, Anahita |
collection | PubMed |
description | Meningitis is a potentially life-threatening infection characterized by the inflammation of the leptomeningeal membranes. Many different viral and bacterial pathogens can cause meningitis, with differences in mortality rates, risk of developing neurological sequelae, and treatment options. Here, we constructed a compendium of digital cerebrospinal fluid (CSF) proteome maps to define pathogen-specific host response patterns in meningitis. The results revealed a drastic and pathogen-type specific influx of tissue-, cell-, and plasma proteins in the CSF, where, in particular, a large increase of neutrophil-derived proteins in the CSF correlated with acute bacterial meningitis. Additionally, both acute bacterial and viral meningitis result in marked reduction of brain-enriched proteins. Generation of a multiprotein LASSO regression model resulted in an 18-protein panel of cell- and tissue-associated proteins capable of classifying acute bacterial meningitis and viral meningitis. The same protein panel also enabled classification of tick-borne encephalitis, a subgroup of viral meningitis, with high sensitivity and specificity. The work provides insights into pathogen-specific host response patterns in CSF from different disease etiologies to support future classification of pathogen type based on host response patterns in meningitis. |
format | Online Article Text |
id | pubmed-8043743 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-80437432021-04-21 Cerebrospinal fluid proteome maps detect pathogen-specific host response patterns in meningitis Bakochi, Anahita Mohanty, Tirthankar Pyl, Paul Theodor Gueto-Tettay, Carlos Alberto Malmström, Lars Linder, Adam Malmström, Johan eLife Microbiology and Infectious Disease Meningitis is a potentially life-threatening infection characterized by the inflammation of the leptomeningeal membranes. Many different viral and bacterial pathogens can cause meningitis, with differences in mortality rates, risk of developing neurological sequelae, and treatment options. Here, we constructed a compendium of digital cerebrospinal fluid (CSF) proteome maps to define pathogen-specific host response patterns in meningitis. The results revealed a drastic and pathogen-type specific influx of tissue-, cell-, and plasma proteins in the CSF, where, in particular, a large increase of neutrophil-derived proteins in the CSF correlated with acute bacterial meningitis. Additionally, both acute bacterial and viral meningitis result in marked reduction of brain-enriched proteins. Generation of a multiprotein LASSO regression model resulted in an 18-protein panel of cell- and tissue-associated proteins capable of classifying acute bacterial meningitis and viral meningitis. The same protein panel also enabled classification of tick-borne encephalitis, a subgroup of viral meningitis, with high sensitivity and specificity. The work provides insights into pathogen-specific host response patterns in CSF from different disease etiologies to support future classification of pathogen type based on host response patterns in meningitis. eLife Sciences Publications, Ltd 2021-04-06 /pmc/articles/PMC8043743/ /pubmed/33821792 http://dx.doi.org/10.7554/eLife.64159 Text en © 2021, Bakochi et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Microbiology and Infectious Disease Bakochi, Anahita Mohanty, Tirthankar Pyl, Paul Theodor Gueto-Tettay, Carlos Alberto Malmström, Lars Linder, Adam Malmström, Johan Cerebrospinal fluid proteome maps detect pathogen-specific host response patterns in meningitis |
title | Cerebrospinal fluid proteome maps detect pathogen-specific host response patterns in meningitis |
title_full | Cerebrospinal fluid proteome maps detect pathogen-specific host response patterns in meningitis |
title_fullStr | Cerebrospinal fluid proteome maps detect pathogen-specific host response patterns in meningitis |
title_full_unstemmed | Cerebrospinal fluid proteome maps detect pathogen-specific host response patterns in meningitis |
title_short | Cerebrospinal fluid proteome maps detect pathogen-specific host response patterns in meningitis |
title_sort | cerebrospinal fluid proteome maps detect pathogen-specific host response patterns in meningitis |
topic | Microbiology and Infectious Disease |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8043743/ https://www.ncbi.nlm.nih.gov/pubmed/33821792 http://dx.doi.org/10.7554/eLife.64159 |
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