Skip to main content
Top
Published in: Critical Care 1/2016

Open Access 01-12-2016 | Research

Decreased CX3CR1 messenger RNA expression is an independent molecular biomarker of early and late mortality in critically ill patients

Authors: Arnaud Friggeri, Marie-Angélique Cazalis, Alexandre Pachot, Martin Cour, Laurent Argaud, Bernard Allaouchiche, Bernard Floccard, Zoé Schmitt, Olivier Martin, Thomas Rimmelé, Oriane Fontaine-Kesteloot, Mathieu Page, Vincent Piriou, Julien Bohé, Guillaume Monneret, Stéphane Morisset, Julien Textoris, Hélène Vallin, Sophie Blein, Delphine Maucort-Boulch, Alain Lepape, Fabienne Venet, for the MIP Rea Study Group

Published in: Critical Care | Issue 1/2016

Login to get access

Abstract

Background

Chemokine (C-X3-C motif) receptor 1 (CX3CR1) was identified as the most differentially expressed gene between survivors and non-survivors in two independent cohorts of septic shock patients and was proposed as a marker of sepsis-induced immunosuppression. Whether such a biomarker is associated with mortality in the heterogeneous group of critically ill patients is unknown. The primary objective of this study was to evaluate the association between CX3CR1 messenger RNA (mRNA) expression and mortality in intensive care unit (ICU) patients. The secondary objective was to evaluate similar endpoints in the subgroup of septic shock patients.

Methods

We performed a prospective, multicentre, non-interventional study in six ICUs of university hospitals in Lyon, France. Every consecutive adult patient with systemic inflammatory response syndrome and an expected length of stay in the ICU over 2 days was included. Whole-blood CX3CR1 mRNA expression was measured by quantitative real-time polymerase chain reaction at day 1 (D1) and D3 after inclusion.

Results

In ICU patients (n = 725), decreased CX3CR1 mRNA expression at D1 was associated with high D7 mortality (AUC 0.70, adjusted OR [aOR] 2.03, 95 % CI 1.19–3.46), while decreased expression at D3 was associated with increased D28 mortality (AUC 0.64, aOR 2.34, 95 % CI 1.45–3.77). In septic shock patients (n = 279), similar associations were observed between decreased D1 CX3CR1 mRNA expression and D7 mortality (AUC 0.69, aOR 2.76, 95 % CI 1.32–5.75) as well as decreased D3 expression and D28 mortality (AUC 0.72, aOR 3.98, 95 % CI 1.72–9.23). These associations were independent of lactacidaemia, Simplified Acute Physiology Score II, Sepsis-related Organ Failure Assessment score and Charlson comorbidity index.

Conclusions

This study represents the largest evaluation of such an mRNA marker in a heterogeneous cohort of severely injured patients. Our results show that decreased CX3CR1 mRNA expression is associated with increased mortality in ICU patients. This suggests a link between injury-induced immunosuppression and mortality in critically ill patients. In this context, the monitoring of such a host response molecular biomarker could prove very helpful for the identification of patients at high risk of death in the ICU.
Appendix
Available only for authorised users
Literature
1.
2.
go back to reference Kahn JM. Predicting outcome in critical care: past, present and future. Curr Opin Crit Care. 2014;20(5):542–3.CrossRefPubMed Kahn JM. Predicting outcome in critical care: past, present and future. Curr Opin Crit Care. 2014;20(5):542–3.CrossRefPubMed
3.
go back to reference Marini JJ, Vincent JL, Annane D. Critical care evidence—new directions. JAMA. 2015;313(9):893–4.CrossRefPubMed Marini JJ, Vincent JL, Annane D. Critical care evidence—new directions. JAMA. 2015;313(9):893–4.CrossRefPubMed
4.
5.
go back to reference Wong HR, Cvijanovich NZ, Allen GL, Thomas NJ, Freishtat RJ, Anas N, et al. Validation of a gene expression-based subclassification strategy for pediatric septic shock. Crit Care Med. 2011;39(11):2511–7.CrossRefPubMedPubMedCentral Wong HR, Cvijanovich NZ, Allen GL, Thomas NJ, Freishtat RJ, Anas N, et al. Validation of a gene expression-based subclassification strategy for pediatric septic shock. Crit Care Med. 2011;39(11):2511–7.CrossRefPubMedPubMedCentral
6.
go back to reference Cazalis MA, Lepape A, Venet F, Frager F, Mougin B, Vallin H, et al. Early and dynamic changes in gene expression in septic shock patients: a genome-wide approach. Intensive Care Med Exp. 2014;2(1):20.CrossRefPubMedPubMedCentral Cazalis MA, Lepape A, Venet F, Frager F, Mougin B, Vallin H, et al. Early and dynamic changes in gene expression in septic shock patients: a genome-wide approach. Intensive Care Med Exp. 2014;2(1):20.CrossRefPubMedPubMedCentral
7.
go back to reference Cazalis MA, Friggeri A, Cavé L, Demaret J, Barbalat V, Cerrato E, et al. Decreased HLA-DR antigen-associated invariant chain (CD74) mRNA expression predicts mortality after septic shock. Crit Care. 2013;17(6):R287.CrossRefPubMedPubMedCentral Cazalis MA, Friggeri A, Cavé L, Demaret J, Barbalat V, Cerrato E, et al. Decreased HLA-DR antigen-associated invariant chain (CD74) mRNA expression predicts mortality after septic shock. Crit Care. 2013;17(6):R287.CrossRefPubMedPubMedCentral
8.
9.
go back to reference Pachot A, Lepape A, Vey S, Bienvenu J, Mougin B, Monneret G. Systemic transcriptional analysis in survivor and non-survivor septic shock patients: a preliminary study. Immunol Lett. 2006;106(1):63–71.CrossRefPubMed Pachot A, Lepape A, Vey S, Bienvenu J, Mougin B, Monneret G. Systemic transcriptional analysis in survivor and non-survivor septic shock patients: a preliminary study. Immunol Lett. 2006;106(1):63–71.CrossRefPubMed
10.
go back to reference Pachot A, Cazalis MA, Venet F, Turrel F, Faudot C, Voirin N, et al. Decreased expression of the fractalkine receptor CX3CR1 on circulating monocytes as new feature of sepsis-induced immunosuppression. J Immunol. 2008;180(9):6421–9.CrossRefPubMed Pachot A, Cazalis MA, Venet F, Turrel F, Faudot C, Voirin N, et al. Decreased expression of the fractalkine receptor CX3CR1 on circulating monocytes as new feature of sepsis-induced immunosuppression. J Immunol. 2008;180(9):6421–9.CrossRefPubMed
11.
go back to reference Bone RC, Balk RA, Cerra FB, Dellinger RP, Fein AM, Knaus WA, et al. Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis. Chest. 1992;101(6):1644–55.CrossRefPubMed Bone RC, Balk RA, Cerra FB, Dellinger RP, Fein AM, Knaus WA, et al. Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis. Chest. 1992;101(6):1644–55.CrossRefPubMed
13.
go back to reference Annane D, Sebille V, Charpentier C, Bollaert PE, Francois B, Korach JM, et al. Effect of treatment with low doses of hydrocortisone and fludrocortisone on mortality in patients with septic shock. JAMA. 2002;288(7):862–71.CrossRefPubMed Annane D, Sebille V, Charpentier C, Bollaert PE, Francois B, Korach JM, et al. Effect of treatment with low doses of hydrocortisone and fludrocortisone on mortality in patients with septic shock. JAMA. 2002;288(7):862–71.CrossRefPubMed
14.
go back to reference Le Gall JR, Lemeshow S, Saulnier F. A new Simplified Acute Physiology Score (SAPS II) based on a European/North American multicenter study. JAMA. 1993;270(24):2957–63.CrossRefPubMed Le Gall JR, Lemeshow S, Saulnier F. A new Simplified Acute Physiology Score (SAPS II) based on a European/North American multicenter study. JAMA. 1993;270(24):2957–63.CrossRefPubMed
15.
go back to reference Vincent JL, de Mendonca A, Cantraine F, Moreno R, Takala J, Suter PM, et al. Use of the SOFA score to assess the incidence of organ dysfunction/failure in intensive care units: results of a multicenter, prospective study. Crit Care Med. 1998;26(11):1793–800.CrossRefPubMed Vincent JL, de Mendonca A, Cantraine F, Moreno R, Takala J, Suter PM, et al. Use of the SOFA score to assess the incidence of organ dysfunction/failure in intensive care units: results of a multicenter, prospective study. Crit Care Med. 1998;26(11):1793–800.CrossRefPubMed
16.
go back to reference Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–83.CrossRefPubMed Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–83.CrossRefPubMed
17.
go back to reference Hellemans J, Mortier G, De Paepe A, Speleman F, Vandesompele J. qBase relative quantification framework and software for management and automated analysis of real-time quantitative PCR data. Genome Biol. 2007;8(2):R19.CrossRefPubMedPubMedCentral Hellemans J, Mortier G, De Paepe A, Speleman F, Vandesompele J. qBase relative quantification framework and software for management and automated analysis of real-time quantitative PCR data. Genome Biol. 2007;8(2):R19.CrossRefPubMedPubMedCentral
18.
go back to reference Hotchkiss RS, Monneret G, Payen D. Sepsis-induced immunosuppression: from cellular dysfunctions to immunotherapy. Nat Rev Immunol. 2013;13(12):862–74.CrossRefPubMedPubMedCentral Hotchkiss RS, Monneret G, Payen D. Sepsis-induced immunosuppression: from cellular dysfunctions to immunotherapy. Nat Rev Immunol. 2013;13(12):862–74.CrossRefPubMedPubMedCentral
19.
go back to reference Hotchkiss RS, Monneret G, Payen D. Immunosuppression in sepsis: a novel understanding of the disorder and a new therapeutic approach. Lancet Infect Dis. 2013;13(3):260–8.CrossRefPubMedPubMedCentral Hotchkiss RS, Monneret G, Payen D. Immunosuppression in sepsis: a novel understanding of the disorder and a new therapeutic approach. Lancet Infect Dis. 2013;13(3):260–8.CrossRefPubMedPubMedCentral
20.
go back to reference Venet F, Lukaszewicz AC, Payen D, Hotchkiss R, Monneret G. Monitoring the immune response in sepsis: a rational approach to administration of immunoadjuvant therapies. Curr Opin Immunol. 2013;25(4):477–83.CrossRefPubMedPubMedCentral Venet F, Lukaszewicz AC, Payen D, Hotchkiss R, Monneret G. Monitoring the immune response in sepsis: a rational approach to administration of immunoadjuvant therapies. Curr Opin Immunol. 2013;25(4):477–83.CrossRefPubMedPubMedCentral
22.
go back to reference Auffray C, Fogg D, Garfa M, Elain G, Join-Lambert O, Kayal S, et al. Monitoring of blood vessels and tissues by a population of monocytes with patrolling behavior. Science. 2007;317(5838):666–70.CrossRefPubMed Auffray C, Fogg D, Garfa M, Elain G, Join-Lambert O, Kayal S, et al. Monitoring of blood vessels and tissues by a population of monocytes with patrolling behavior. Science. 2007;317(5838):666–70.CrossRefPubMed
23.
go back to reference Ishida Y, Hayashi T, Goto T, Kimura A, Akimoto S, Mukaida N, et al. Essential involvement of CX3CR1-mediated signals in the bactericidal host defense during septic peritonitis. J Immunol. 2008;181(6):4208–18.CrossRefPubMed Ishida Y, Hayashi T, Goto T, Kimura A, Akimoto S, Mukaida N, et al. Essential involvement of CX3CR1-mediated signals in the bactericidal host defense during septic peritonitis. J Immunol. 2008;181(6):4208–18.CrossRefPubMed
24.
go back to reference Raspe C, Hocherl K, Rath S, Sauvant C, Bucher M. NF-kB-mediated inverse regulation of fractalkine and CX3CR1 during CLP-induced sepsis. Cytokine. 2013;61(1):97–103.CrossRefPubMed Raspe C, Hocherl K, Rath S, Sauvant C, Bucher M. NF-kB-mediated inverse regulation of fractalkine and CX3CR1 during CLP-induced sepsis. Cytokine. 2013;61(1):97–103.CrossRefPubMed
25.
go back to reference Chousterman BG, Boissonnas A, Poupel L. Baudesson de Chanville C, Adam J, Tabibzadeh N, et al. Ly6Chigh monocytes protect against kidney damage during sepsis via a CX3CR1-dependent adhesion mechanism. J Am Soc Nephrol. 2016;27(3):792–803.CrossRefPubMed Chousterman BG, Boissonnas A, Poupel L. Baudesson de Chanville C, Adam J, Tabibzadeh N, et al. Ly6Chigh monocytes protect against kidney damage during sepsis via a CX3CR1-dependent adhesion mechanism. J Am Soc Nephrol. 2016;27(3):792–803.CrossRefPubMed
26.
go back to reference An JL, Ishida Y, Kimura A, Tsokos M, Kondo T. Immunohistochemical detection of CCR2 and CX3CR1 in sepsis-induced lung injury. Forensic Sci Int. 2009;192(1-3):e21–5.CrossRefPubMed An JL, Ishida Y, Kimura A, Tsokos M, Kondo T. Immunohistochemical detection of CCR2 and CX3CR1 in sepsis-induced lung injury. Forensic Sci Int. 2009;192(1-3):e21–5.CrossRefPubMed
27.
go back to reference Feezor RJ, Baker HV, Xiao W, Lee WA, Huber TS, Mindrinos M, et al. Genomic and proteomic determinants of outcome in patients undergoing thoracoabdominal aortic aneurysm repair. J Immunol. 2004;172(11):7103–9.CrossRefPubMed Feezor RJ, Baker HV, Xiao W, Lee WA, Huber TS, Mindrinos M, et al. Genomic and proteomic determinants of outcome in patients undergoing thoracoabdominal aortic aneurysm repair. J Immunol. 2004;172(11):7103–9.CrossRefPubMed
28.
go back to reference Hoogendijk AJ, Wiewel MA, van Vught LA, Scicluna BP, Belkasim-Bohoudi H, Horn J, et al. Plasma fractalkine is a sustained marker of disease severity and outcome in sepsis patients. Crit Care. 2015;19:412.CrossRefPubMedPubMedCentral Hoogendijk AJ, Wiewel MA, van Vught LA, Scicluna BP, Belkasim-Bohoudi H, Horn J, et al. Plasma fractalkine is a sustained marker of disease severity and outcome in sepsis patients. Crit Care. 2015;19:412.CrossRefPubMedPubMedCentral
29.
go back to reference Johnson SB, Lissauer M, Bochicchio GV, Moore R, Cross AS, Scalea TM. Gene expression profiles differentiate between sterile SIRS and early sepsis. Ann Surg. 2007;245(4):611–21.CrossRefPubMedPubMedCentral Johnson SB, Lissauer M, Bochicchio GV, Moore R, Cross AS, Scalea TM. Gene expression profiles differentiate between sterile SIRS and early sepsis. Ann Surg. 2007;245(4):611–21.CrossRefPubMedPubMedCentral
30.
31.
go back to reference Sprung CL, Sakr Y, Vincent JL, Le Gall JR, Reinhart K, Ranieri VM, et al. An evaluation of systemic inflammatory response syndrome signs in the Sepsis Occurrence in Acutely ill Patients (SOAP) study. Intensive Care Med. 2006;32(3):421–7.CrossRefPubMed Sprung CL, Sakr Y, Vincent JL, Le Gall JR, Reinhart K, Ranieri VM, et al. An evaluation of systemic inflammatory response syndrome signs in the Sepsis Occurrence in Acutely ill Patients (SOAP) study. Intensive Care Med. 2006;32(3):421–7.CrossRefPubMed
32.
go back to reference Dulhunty JM, Lipman J, Finfer S. Does severe non-infectious SIRS differ from severe sepsis? Results from a multi-centre Australian and New Zealand intensive care unit study. Intensive Care Med. 2008;34(9):1654–61.CrossRefPubMed Dulhunty JM, Lipman J, Finfer S. Does severe non-infectious SIRS differ from severe sepsis? Results from a multi-centre Australian and New Zealand intensive care unit study. Intensive Care Med. 2008;34(9):1654–61.CrossRefPubMed
Metadata
Title
Decreased CX3CR1 messenger RNA expression is an independent molecular biomarker of early and late mortality in critically ill patients
Authors
Arnaud Friggeri
Marie-Angélique Cazalis
Alexandre Pachot
Martin Cour
Laurent Argaud
Bernard Allaouchiche
Bernard Floccard
Zoé Schmitt
Olivier Martin
Thomas Rimmelé
Oriane Fontaine-Kesteloot
Mathieu Page
Vincent Piriou
Julien Bohé
Guillaume Monneret
Stéphane Morisset
Julien Textoris
Hélène Vallin
Sophie Blein
Delphine Maucort-Boulch
Alain Lepape
Fabienne Venet
for the MIP Rea Study Group
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Critical Care / Issue 1/2016
Electronic ISSN: 1364-8535
DOI
https://doi.org/10.1186/s13054-016-1362-x

Other articles of this Issue 1/2016

Critical Care 1/2016 Go to the issue