Literature DB >> 33537029

Computational Derivation of Core, Dynamic Human Blunt Trauma Inflammatory Endotypes.

Lukas Schimunek1, Haley Lindberg1, Maria Cohen1, Rami A Namas1, Qi Mi2,3, Jinling Yin1, Derek Barclay1, Fayten El-Dehaibi1, Andrew Abboud1, Ruben Zamora1,3, Timothy Robert Billiar1,3, Yoram Vodovotz1,3.   

Abstract

Systemic inflammation ensues following traumatic injury, driving immune dysregulation and multiple organ dysfunction (MOD). While a balanced immune/inflammatory response is ideal for promoting tissue regeneration, most trauma patients exhibit variable and either overly exuberant or overly damped responses that likely drive adverse clinical outcomes. We hypothesized that these inflammatory phenotypes occur in the context of severe injury, and therefore sought to define clinically distinct endotypes of trauma patients based on their systemic inflammatory responses. Using Patient-Specific Principal Component Analysis followed by unsupervised hierarchical clustering of circulating inflammatory mediators obtained in the first 24 h after injury, we segregated a cohort of 227 blunt trauma survivors into three core endotypes exhibiting significant differences in requirement for mechanical ventilation, duration of ventilation, and MOD over 7 days. Nine non-survivors co-segregated with survivors. Dynamic network inference, Fisher Score analysis, and correlations of IL-17A with GM-CSF, IL-10, and IL-22 in the three survivor sub-groups suggested a role for type 3 immunity, in part regulated by Th17 and γδ 17 cells, and related tissue-protective cytokines as a key feature of systemic inflammation following injury. These endotypes may represent archetypal adaptive, over-exuberant, and overly damped inflammatory responses.
Copyright © 2021 Schimunek, Lindberg, Cohen, Namas, Mi, Yin, Barclay, El-Dehaibi, Abboud, Zamora, Billiar and Vodovotz.

Entities:  

Keywords:  biomarker; critical illness; inflammation; network analysis; systems biology

Year:  2021        PMID: 33537029      PMCID: PMC7848165          DOI: 10.3389/fimmu.2020.589304

Source DB:  PubMed          Journal:  Front Immunol        ISSN: 1664-3224            Impact factor:   7.561


  58 in total

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Authors:  Natasa Isailovic; Kenji Daigo; Alberto Mantovani; Carlo Selmi
Journal:  J Autoimmun       Date:  2015-05-18       Impact factor: 7.094

2.  Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis.

Authors:  Christopher W Seymour; Jason N Kennedy; Shu Wang; Chung-Chou H Chang; Corrine F Elliott; Zhongying Xu; Scott Berry; Gilles Clermont; Gregory Cooper; Hernando Gomez; David T Huang; John A Kellum; Qi Mi; Steven M Opal; Victor Talisa; Tom van der Poll; Shyam Visweswaran; Yoram Vodovotz; Jeremy C Weiss; Donald M Yealy; Sachin Yende; Derek C Angus
Journal:  JAMA       Date:  2019-05-28       Impact factor: 56.272

Review 3.  Mortality prediction models in the general trauma population: A systematic review.

Authors:  Leonie de Munter; Suzanne Polinder; Koen W W Lansink; Maryse C Cnossen; Ewout W Steyerberg; Mariska A C de Jongh
Journal:  Injury       Date:  2016-12-15       Impact factor: 2.586

4.  NK1.1+ cells promote sustained tissue injury and inflammation after trauma with hemorrhagic shock.

Authors:  Shuhua Chen; Rosemary A Hoffman; Melanie Scott; Joanna Manson; Patricia Loughran; Mostafa Ramadan; Anthony J Demetris; Timothy R Billiar
Journal:  J Leukoc Biol       Date:  2017-05-17       Impact factor: 4.962

Review 5.  Regulatory T cell populations in sepsis and trauma.

Authors:  Fabienne Venet; Chun-Shiang Chung; Guillaume Monneret; Xin Huang; Brian Horner; Megan Garber; Alfred Ayala
Journal:  J Leukoc Biol       Date:  2007-10-03       Impact factor: 4.962

Review 6.  Systemic inflammation after trauma.

Authors:  Andreas Lenz; Glen A Franklin; William G Cheadle
Journal:  Injury       Date:  2007-11-28       Impact factor: 2.586

Review 7.  CD4⁺T cells: differentiation and functions.

Authors:  Rishi Vishal Luckheeram; Rui Zhou; Asha Devi Verma; Bing Xia
Journal:  Clin Dev Immunol       Date:  2012-03-14

8.  Robust correlation analyses: false positive and power validation using a new open source matlab toolbox.

Authors:  Cyril R Pernet; Rand Wilcox; Guillaume A Rousselet
Journal:  Front Psychol       Date:  2013-01-10

9.  Signatures of inflammation and impending multiple organ dysfunction in the hyperacute phase of trauma: A prospective cohort study.

Authors:  Claudia P Cabrera; Joanna Manson; Joanna M Shepherd; Hew D Torrance; David Watson; M Paula Longhi; Mimoza Hoti; Minal B Patel; Michael O'Dwyer; Sussan Nourshargh; Daniel J Pennington; Michael R Barnes; Karim Brohi
Journal:  PLoS Med       Date:  2017-07-17       Impact factor: 11.069

10.  Analysis of serum inflammatory mediators identifies unique dynamic networks associated with death and spontaneous survival in pediatric acute liver failure.

Authors:  Nabil Azhar; Cordelia Ziraldo; Derek Barclay; David A Rudnick; Robert H Squires; Yoram Vodovotz
Journal:  PLoS One       Date:  2013-11-11       Impact factor: 3.240

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  3 in total

1.  Inferring Tissue-Specific, TLR4-Dependent Type 17 Immune Interactions in Experimental Trauma/Hemorrhagic Shock and Resuscitation Using Computational Modeling.

Authors:  Ashti M Shah; Ruben Zamora; Sebastian Korff; Derek Barclay; Jinling Yin; Fayten El-Dehaibi; Timothy R Billiar; Yoram Vodovotz
Journal:  Front Immunol       Date:  2022-05-19       Impact factor: 8.786

Review 2.  The Use of Multiplexing to Identify Cytokine and Chemokine Networks in the Immune-Inflammatory Response to Trauma.

Authors:  Jillian Bonaroti; Sultan Abdelhamid; Upendra Kar; Jason Sperry; Ruben Zamora; Rami Ahmd Namas; Todd McKinley; Yoram Vodovotz; Timothy Billiar
Journal:  Antioxid Redox Signal       Date:  2021-05-19       Impact factor: 7.468

3.  Identification of Endotypes of Hospitalized COVID-19 Patients.

Authors:  Benjamin L Ranard; Murad Megjhani; Kalijah Terilli; Kevin Doyle; Jan Claassen; Michael R Pinsky; Gilles Clermont; Yoram Vodovotz; Shadnaz Asgari; Soojin Park
Journal:  Front Med (Lausanne)       Date:  2021-11-11
  3 in total

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