A putative “chemokine switch” that regulates systemic acute inflammation in humans

Abstract Systemic inflammation is complex and likely drives clinical outcomes in critical illness such as that which ensues following severe injury. We obtained time course data on multiple inflammatory mediators in the blood of blunt trauma patients. Using dynamic network analyses, we inferred a no...

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Main Authors: Nabil Azhar, Rami A. Namas, Khalid Almahmoud, Akram Zaaqoq, Othman A. Malak, Derek Barclay, Jinling Yin, Fayten El-Dehaibi, Andrew Abboud, Richard L. Simmons, Ruben Zamora, Timothy R. Billiar, Yoram Vodovotz
Format: Article
Language:English
Published: Nature Publishing Group 2021-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-88936-8
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spelling doaj-eaee90484a5b42d6b93c66d1d070bc502021-05-09T11:31:02ZengNature Publishing GroupScientific Reports2045-23222021-05-0111111410.1038/s41598-021-88936-8A putative “chemokine switch” that regulates systemic acute inflammation in humansNabil Azhar0Rami A. Namas1Khalid Almahmoud2Akram Zaaqoq3Othman A. Malak4Derek Barclay5Jinling Yin6Fayten El-Dehaibi7Andrew Abboud8Richard L. Simmons9Ruben Zamora10Timothy R. Billiar11Yoram Vodovotz12Department of Surgery, University of PittsburghDepartment of Surgery, University of PittsburghDepartment of Surgery, University of PittsburghDepartment of Surgery, University of PittsburghDepartment of Surgery, University of PittsburghDepartment of Surgery, University of PittsburghDepartment of Surgery, University of PittsburghDepartment of Surgery, University of PittsburghDepartment of Surgery, University of PittsburghDepartment of Surgery, University of PittsburghDepartment of Surgery, University of PittsburghDepartment of Surgery, University of PittsburghDepartment of Surgery, University of PittsburghAbstract Systemic inflammation is complex and likely drives clinical outcomes in critical illness such as that which ensues following severe injury. We obtained time course data on multiple inflammatory mediators in the blood of blunt trauma patients. Using dynamic network analyses, we inferred a novel control architecture for systemic inflammation: a three-way switch comprising the chemokines MCP-1/CCL2, MIG/CXCL9, and IP-10/CXCL10. To test this hypothesis, we created a logical model comprising this putative architecture. This model predicted key qualitative features of systemic inflammation in patient sub-groups, as well as the different patterns of hospital discharge of moderately vs. severely injured patients. Thus, a rational transition from data to data-driven models to mechanistic models suggests a novel, chemokine-based mechanism for control of acute inflammation in humans and points to the potential utility of this workflow in defining novel features in other complex diseases.https://doi.org/10.1038/s41598-021-88936-8
collection DOAJ
language English
format Article
sources DOAJ
author Nabil Azhar
Rami A. Namas
Khalid Almahmoud
Akram Zaaqoq
Othman A. Malak
Derek Barclay
Jinling Yin
Fayten El-Dehaibi
Andrew Abboud
Richard L. Simmons
Ruben Zamora
Timothy R. Billiar
Yoram Vodovotz
spellingShingle Nabil Azhar
Rami A. Namas
Khalid Almahmoud
Akram Zaaqoq
Othman A. Malak
Derek Barclay
Jinling Yin
Fayten El-Dehaibi
Andrew Abboud
Richard L. Simmons
Ruben Zamora
Timothy R. Billiar
Yoram Vodovotz
A putative “chemokine switch” that regulates systemic acute inflammation in humans
Scientific Reports
author_facet Nabil Azhar
Rami A. Namas
Khalid Almahmoud
Akram Zaaqoq
Othman A. Malak
Derek Barclay
Jinling Yin
Fayten El-Dehaibi
Andrew Abboud
Richard L. Simmons
Ruben Zamora
Timothy R. Billiar
Yoram Vodovotz
author_sort Nabil Azhar
title A putative “chemokine switch” that regulates systemic acute inflammation in humans
title_short A putative “chemokine switch” that regulates systemic acute inflammation in humans
title_full A putative “chemokine switch” that regulates systemic acute inflammation in humans
title_fullStr A putative “chemokine switch” that regulates systemic acute inflammation in humans
title_full_unstemmed A putative “chemokine switch” that regulates systemic acute inflammation in humans
title_sort putative “chemokine switch” that regulates systemic acute inflammation in humans
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-05-01
description Abstract Systemic inflammation is complex and likely drives clinical outcomes in critical illness such as that which ensues following severe injury. We obtained time course data on multiple inflammatory mediators in the blood of blunt trauma patients. Using dynamic network analyses, we inferred a novel control architecture for systemic inflammation: a three-way switch comprising the chemokines MCP-1/CCL2, MIG/CXCL9, and IP-10/CXCL10. To test this hypothesis, we created a logical model comprising this putative architecture. This model predicted key qualitative features of systemic inflammation in patient sub-groups, as well as the different patterns of hospital discharge of moderately vs. severely injured patients. Thus, a rational transition from data to data-driven models to mechanistic models suggests a novel, chemokine-based mechanism for control of acute inflammation in humans and points to the potential utility of this workflow in defining novel features in other complex diseases.
url https://doi.org/10.1038/s41598-021-88936-8
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