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Published in: Intensive Care Medicine 9/2018

Open Access 01-09-2018 | Original

Plasma sRAGE is independently associated with increased mortality in ARDS: a meta-analysis of individual patient data

Authors: Matthieu Jabaudon, Raiko Blondonnet, Bruno Pereira, Rodrigo Cartin-Ceba, Christoph Lichtenstern, Tommaso Mauri, Rogier M. Determann, Tomas Drabek, Rolf D. Hubmayr, Ognjen Gajic, Florian Uhle, Andrea Coppadoro, Antonio Pesenti, Marcus J. Schultz, Marco V. Ranieri, Helena Brodska, Ségolène Mrozek, Vincent Sapin, Michael A. Matthay, Jean-Michel Constantin, Carolyn S. Calfee

Published in: Intensive Care Medicine | Issue 9/2018

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Abstract

Purpose

The soluble receptor for advanced glycation end-products (sRAGE) is a marker of lung epithelial injury and alveolar fluid clearance (AFC), with promising values for assessing prognosis and lung injury severity in acute respiratory distress syndrome (ARDS). Because AFC is impaired in most patients with ARDS and is associated with higher mortality, we hypothesized that baseline plasma sRAGE would predict mortality, independently of two key mediators of ventilator-induced lung injury.

Methods

We conducted a meta-analysis of individual data from 746 patients enrolled in eight prospective randomized and observational studies in which plasma sRAGE was measured in ARDS articles published through March 2016. The primary outcome was 90-day mortality. Using multivariate and mediation analyses, we tested the association between baseline plasma sRAGE and mortality, independently of driving pressure and tidal volume.

Results

Higher baseline plasma sRAGE [odds ratio (OR) for each one-log increment, 1.18; 95% confidence interval (CI) 1.01–1.38; P = 0.04], driving pressure (OR for each one-point increment, 1.04; 95% CI 1.02–1.07; P = 0.002), and tidal volume (OR for each one-log increment, 1.98; 95% CI 1.07–3.64; P = 0.03) were independently associated with higher 90-day mortality in multivariate analysis. Baseline plasma sRAGE mediated a small fraction of the effect of higher ΔP on mortality but not that of higher VT.

Conclusions

Higher baseline plasma sRAGE was associated with higher 90-day mortality in patients with ARDS, independently of driving pressure and tidal volume, thus reinforcing the likely contribution of alveolar epithelial injury as an important prognostic factor in ARDS. Registration: PROSPERO (ID: CRD42018100241).
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Literature
1.
go back to reference Definition Task Force ARDS, Ranieri VM, Rubenfeld GD et al (2012) Acute respiratory distress syndrome: the Berlin definition. JAMA 307:2526–2533 Definition Task Force ARDS, Ranieri VM, Rubenfeld GD et al (2012) Acute respiratory distress syndrome: the Berlin definition. JAMA 307:2526–2533
2.
go back to reference Bellani G, Laffey JG, Pham T et al (2016) Epidemiology, patterns of care, and mortality for patients with acute respiratory distress syndrome in intensive care units in 50 countries. JAMA 315:788–800CrossRefPubMed Bellani G, Laffey JG, Pham T et al (2016) Epidemiology, patterns of care, and mortality for patients with acute respiratory distress syndrome in intensive care units in 50 countries. JAMA 315:788–800CrossRefPubMed
3.
go back to reference Matthay MA, Zimmerman GA, Esmon C et al (2003) Future research directions in acute lung injury: summary of a National Heart, Lung, and Blood Institute working group. Am J Respir Crit Care Med 167:1027–1035CrossRefPubMed Matthay MA, Zimmerman GA, Esmon C et al (2003) Future research directions in acute lung injury: summary of a National Heart, Lung, and Blood Institute working group. Am J Respir Crit Care Med 167:1027–1035CrossRefPubMed
4.
go back to reference Matthay MA, Wiener-Kronish JP (1990) Intact epithelial barrier function is critical for the resolution of alveolar edema in humans. Am Rev Respir Dis 142:1250–1257CrossRefPubMed Matthay MA, Wiener-Kronish JP (1990) Intact epithelial barrier function is critical for the resolution of alveolar edema in humans. Am Rev Respir Dis 142:1250–1257CrossRefPubMed
6.
go back to reference Uchida T, Shirasawa M, Ware LB et al (2006) Receptor for advanced glycation end-products is a marker of type I cell injury in acute lung injury. Am J Respir Crit Care Med 173:1008–1015CrossRefPubMedPubMedCentral Uchida T, Shirasawa M, Ware LB et al (2006) Receptor for advanced glycation end-products is a marker of type I cell injury in acute lung injury. Am J Respir Crit Care Med 173:1008–1015CrossRefPubMedPubMedCentral
7.
go back to reference Calfee CS, Ware LB, Eisner MD et al (2008) Plasma receptor for advanced glycation end products and clinical outcomes in acute lung injury. Thorax 63:1083–1089CrossRefPubMedPubMedCentral Calfee CS, Ware LB, Eisner MD et al (2008) Plasma receptor for advanced glycation end products and clinical outcomes in acute lung injury. Thorax 63:1083–1089CrossRefPubMedPubMedCentral
8.
go back to reference Jabaudon M, Blondonnet R, Roszyk L et al (2015) Soluble receptor for advanced glycation end-products predicts impaired alveolar fluid clearance in acute respiratory distress syndrome. Am J Respir Crit Care Med 192:191–199CrossRefPubMed Jabaudon M, Blondonnet R, Roszyk L et al (2015) Soluble receptor for advanced glycation end-products predicts impaired alveolar fluid clearance in acute respiratory distress syndrome. Am J Respir Crit Care Med 192:191–199CrossRefPubMed
9.
go back to reference Bierhaus A, Humpert PM, Morcos M et al (2005) Understanding RAGE, the receptor for advanced glycation end products. J Mol Med 83:876–886CrossRefPubMed Bierhaus A, Humpert PM, Morcos M et al (2005) Understanding RAGE, the receptor for advanced glycation end products. J Mol Med 83:876–886CrossRefPubMed
10.
go back to reference Ray P, Le Manach Y, Riou B, Houle TT (2010) Statistical evaluation of a biomarker. Anesthesiology 112:1023–1040CrossRefPubMed Ray P, Le Manach Y, Riou B, Houle TT (2010) Statistical evaluation of a biomarker. Anesthesiology 112:1023–1040CrossRefPubMed
11.
go back to reference Jabaudon M, Futier E, Roszyk L et al (2011) Soluble form of the receptor for advanced glycation end products is a marker of acute lung injury but not of severe sepsis in critically ill patients. Crit Care Med 39:480–488CrossRefPubMed Jabaudon M, Futier E, Roszyk L et al (2011) Soluble form of the receptor for advanced glycation end products is a marker of acute lung injury but not of severe sepsis in critically ill patients. Crit Care Med 39:480–488CrossRefPubMed
12.
go back to reference Jabaudon M, Blondonnet R, Roszyk L et al (2015) Soluble forms and ligands of the receptor for advanced glycation end-products in patients with acute respiratory distress syndrome: an observational prospective study. PLoS One 10:e0135857CrossRefPubMedPubMedCentral Jabaudon M, Blondonnet R, Roszyk L et al (2015) Soluble forms and ligands of the receptor for advanced glycation end-products in patients with acute respiratory distress syndrome: an observational prospective study. PLoS One 10:e0135857CrossRefPubMedPubMedCentral
13.
go back to reference Calfee CS, Budev MM, Matthay MA et al (2007) Plasma receptor for advanced glycation end-products predicts duration of ICU stay and mechanical ventilation in patients after lung transplantation. J Heart Lung Transpl 26:675–680CrossRef Calfee CS, Budev MM, Matthay MA et al (2007) Plasma receptor for advanced glycation end-products predicts duration of ICU stay and mechanical ventilation in patients after lung transplantation. J Heart Lung Transpl 26:675–680CrossRef
14.
go back to reference Mrozek S, Jabaudon M, Jaber S et al (2016) Elevated plasma levels of sRAGE are associated with nonfocal CT-based lung imaging in patients with ARDS: a prospective multicenter study. Chest 150:998–1007CrossRefPubMed Mrozek S, Jabaudon M, Jaber S et al (2016) Elevated plasma levels of sRAGE are associated with nonfocal CT-based lung imaging in patients with ARDS: a prospective multicenter study. Chest 150:998–1007CrossRefPubMed
15.
go back to reference Jabaudon M, Hamroun N, Roszyk L et al (2015) Effects of a recruitment maneuver on plasma levels of soluble RAGE in patients with diffuse acute respiratory distress syndrome: a prospective randomized crossover study. Intensive Care Med 41:846–855CrossRefPubMed Jabaudon M, Hamroun N, Roszyk L et al (2015) Effects of a recruitment maneuver on plasma levels of soluble RAGE in patients with diffuse acute respiratory distress syndrome: a prospective randomized crossover study. Intensive Care Med 41:846–855CrossRefPubMed
16.
go back to reference Jabaudon M, Blondonnet R, Lutz J et al (2016) Net alveolar fluid clearance is associated with lung morphology phenotypes in acute respiratory distress syndrome. Anaesth Crit Care Pain Med 35:81–86CrossRefPubMed Jabaudon M, Blondonnet R, Lutz J et al (2016) Net alveolar fluid clearance is associated with lung morphology phenotypes in acute respiratory distress syndrome. Anaesth Crit Care Pain Med 35:81–86CrossRefPubMed
17.
18.
go back to reference Amato MBP, Meade MO, Slutsky AS et al (2015) Driving pressure and survival in the acute respiratory distress syndrome. N Engl J Med 372:747–755CrossRefPubMed Amato MBP, Meade MO, Slutsky AS et al (2015) Driving pressure and survival in the acute respiratory distress syndrome. N Engl J Med 372:747–755CrossRefPubMed
19.
go back to reference Samary CS, Santos RS, Santos CL et al (2015) Biological impact of transpulmonary driving pressure in experimental acute respiratory distress syndrome. Anesthesiology 123:423–433CrossRefPubMed Samary CS, Santos RS, Santos CL et al (2015) Biological impact of transpulmonary driving pressure in experimental acute respiratory distress syndrome. Anesthesiology 123:423–433CrossRefPubMed
20.
go back to reference Imai K, Keele L, Tingley D, Yamamoto T (2011) Unpacking the black box of causality: learning about causal mechanisms from experimental and observational studies. Am Polit Sci Rev 105:765–789CrossRef Imai K, Keele L, Tingley D, Yamamoto T (2011) Unpacking the black box of causality: learning about causal mechanisms from experimental and observational studies. Am Polit Sci Rev 105:765–789CrossRef
21.
go back to reference Stewart LA, Clarke M, Rovers M et al (2015) Preferred reporting items for a systematic review and meta-analysis of individual participant data: the PRISMA-IPD Statement. JAMA 313:1657–1665CrossRefPubMed Stewart LA, Clarke M, Rovers M et al (2015) Preferred reporting items for a systematic review and meta-analysis of individual participant data: the PRISMA-IPD Statement. JAMA 313:1657–1665CrossRefPubMed
22.
go back to reference Knaus WA, Draper EA, Wagner DP, Zimmerman JE (1985) APACHE II: a severity of disease classification system. Crit Care Med 13:818–829CrossRefPubMed Knaus WA, Draper EA, Wagner DP, Zimmerman JE (1985) APACHE II: a severity of disease classification system. Crit Care Med 13:818–829CrossRefPubMed
23.
go back to reference Knaus WA, Wagner DP, Draper EA et al (1991) The APACHE III prognostic system. Risk prediction of hospital mortality for critically ill hospitalized adults. Chest 100:1619–1636CrossRefPubMed Knaus WA, Wagner DP, Draper EA et al (1991) The APACHE III prognostic system. Risk prediction of hospital mortality for critically ill hospitalized adults. Chest 100:1619–1636CrossRefPubMed
24.
go back to reference Vincent JL, Moreno R, Takala J et al (1996) The SOFA (sepsis-related organ failure assessment) score to describe organ dysfunction/failure. on behalf of the working group on sepsis-related problems of the European Society of Intensive Care Medicine. Intensive Care Med 22:707–710CrossRefPubMed Vincent JL, Moreno R, Takala J et al (1996) The SOFA (sepsis-related organ failure assessment) score to describe organ dysfunction/failure. on behalf of the working group on sepsis-related problems of the European Society of Intensive Care Medicine. Intensive Care Med 22:707–710CrossRefPubMed
25.
go back to reference O’Brien PC (1984) Procedures for comparing samples with multiple endpoints. Biometrics 40:1079–1087CrossRefPubMed O’Brien PC (1984) Procedures for comparing samples with multiple endpoints. Biometrics 40:1079–1087CrossRefPubMed
26.
go back to reference Harrell FE Jr, Lee KL, Mark DB (1996) Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 15:361–387CrossRefPubMed Harrell FE Jr, Lee KL, Mark DB (1996) Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 15:361–387CrossRefPubMed
27.
go back to reference Malek MH, Berger DE, Coburn JW (2007) On the inappropriateness of stepwise regression analysis for model building and testing. Eur J Appl Physiol 101:263–264 (author reply 265–6) CrossRefPubMed Malek MH, Berger DE, Coburn JW (2007) On the inappropriateness of stepwise regression analysis for model building and testing. Eur J Appl Physiol 101:263–264 (author reply 265–6) CrossRefPubMed
28.
go back to reference Shrout PE, Bolger N (2002) Mediation in experimental and nonexperimental studies: new procedures and recommendations. Psychol Methods 7:422–445CrossRefPubMed Shrout PE, Bolger N (2002) Mediation in experimental and nonexperimental studies: new procedures and recommendations. Psychol Methods 7:422–445CrossRefPubMed
29.
go back to reference Cartin-Ceba R, Hubmayr RD, Qin R et al (2015) Predictive value of plasma biomarkers for mortality and organ failure development in patients with acute respiratory distress syndrome. J Crit Care 30(219):e1–e7 Cartin-Ceba R, Hubmayr RD, Qin R et al (2015) Predictive value of plasma biomarkers for mortality and organ failure development in patients with acute respiratory distress syndrome. J Crit Care 30(219):e1–e7
30.
go back to reference Brodska H, Malickova K, Valenta J et al (2013) Soluble receptor for advanced glycation end products predicts 28-day mortality in critically ill patients with sepsis. Scand J Clin Lab Invest 73:650–660CrossRefPubMedPubMedCentral Brodska H, Malickova K, Valenta J et al (2013) Soluble receptor for advanced glycation end products predicts 28-day mortality in critically ill patients with sepsis. Scand J Clin Lab Invest 73:650–660CrossRefPubMedPubMedCentral
31.
go back to reference Mauri T, Masson S, Pradella A et al (2010) Elevated plasma and alveolar levels of soluble receptor for advanced glycation end products are associated with severity of lung dysfunction in ARDS patients. Tohoku J Exp Med 222:105–112CrossRefPubMed Mauri T, Masson S, Pradella A et al (2010) Elevated plasma and alveolar levels of soluble receptor for advanced glycation end products are associated with severity of lung dysfunction in ARDS patients. Tohoku J Exp Med 222:105–112CrossRefPubMed
32.
go back to reference Determann RM, Royakkers AANM, Haitsma JJ et al (2010) Plasma levels of surfactant protein D and KL-6 for evaluation of lung injury in critically ill mechanically ventilated patients. BMC Pulm Med 10:6CrossRefPubMedPubMedCentral Determann RM, Royakkers AANM, Haitsma JJ et al (2010) Plasma levels of surfactant protein D and KL-6 for evaluation of lung injury in critically ill mechanically ventilated patients. BMC Pulm Med 10:6CrossRefPubMedPubMedCentral
33.
go back to reference Krull JL, MacKinnon DP (2001) Multilevel modeling of individual and group level mediated effects. Multivar Behav Res 36:249–277CrossRef Krull JL, MacKinnon DP (2001) Multilevel modeling of individual and group level mediated effects. Multivar Behav Res 36:249–277CrossRef
34.
go back to reference Guérin C, Papazian L, Reignier J et al (2016) Effect of driving pressure on mortality in ARDS patients during lung protective mechanical ventilation in two randomized controlled trials. Crit Care 20:384CrossRefPubMedPubMedCentral Guérin C, Papazian L, Reignier J et al (2016) Effect of driving pressure on mortality in ARDS patients during lung protective mechanical ventilation in two randomized controlled trials. Crit Care 20:384CrossRefPubMedPubMedCentral
35.
go back to reference Writing Group for the Alveolar Recruitment for Acute Respiratory Distress Syndrome Trial (ART) Investigators, Cavalcanti AB, Suzumura ÉA et al (2017) Effect of lung recruitment and titrated positive end-expiratory pressure (PEEP) vs Low PEEP on mortality in patients with acute respiratory distress syndrome: a randomized clinical trial. JAMA 318:1335–1345CrossRef Writing Group for the Alveolar Recruitment for Acute Respiratory Distress Syndrome Trial (ART) Investigators, Cavalcanti AB, Suzumura ÉA et al (2017) Effect of lung recruitment and titrated positive end-expiratory pressure (PEEP) vs Low PEEP on mortality in patients with acute respiratory distress syndrome: a randomized clinical trial. JAMA 318:1335–1345CrossRef
36.
go back to reference Neto AS, Hemmes SNT, Barbas CSV et al (2016) Association between driving pressure and development of postoperative pulmonary complications in patients undergoing mechanical ventilation for general anaesthesia: a meta-analysis of individual patient data. Lancet Respir Med 4:272–280CrossRefPubMed Neto AS, Hemmes SNT, Barbas CSV et al (2016) Association between driving pressure and development of postoperative pulmonary complications in patients undergoing mechanical ventilation for general anaesthesia: a meta-analysis of individual patient data. Lancet Respir Med 4:272–280CrossRefPubMed
37.
go back to reference Calfee CS, Delucchi K, Parsons PE et al (2014) Subphenotypes in acute respiratory distress syndrome: latent class analysis of data from two randomised controlled trials. Lancet Respir Med 2:611–620CrossRefPubMedPubMedCentral Calfee CS, Delucchi K, Parsons PE et al (2014) Subphenotypes in acute respiratory distress syndrome: latent class analysis of data from two randomised controlled trials. Lancet Respir Med 2:611–620CrossRefPubMedPubMedCentral
38.
go back to reference Famous KR, Delucchi K, Ware LB et al (2017) Acute respiratory distress syndrome subphenotypes respond differently to randomized fluid management strategy. Am J Respir Crit Care Med 195:331–338PubMedPubMedCentral Famous KR, Delucchi K, Ware LB et al (2017) Acute respiratory distress syndrome subphenotypes respond differently to randomized fluid management strategy. Am J Respir Crit Care Med 195:331–338PubMedPubMedCentral
39.
go back to reference Shirasawa M, Fujiwara N, Hirabayashi S et al (2004) Receptor for advanced glycation end-products is a marker of type I lung alveolar cells. Genes Cells 9:165–174CrossRefPubMed Shirasawa M, Fujiwara N, Hirabayashi S et al (2004) Receptor for advanced glycation end-products is a marker of type I lung alveolar cells. Genes Cells 9:165–174CrossRefPubMed
40.
41.
go back to reference Ware LB, Matthay MA (2001) Alveolar fluid clearance is impaired in the majority of patients with acute lung injury and the acute respiratory distress syndrome. Am J Respir Crit Care Med 163:1376–1383CrossRefPubMed Ware LB, Matthay MA (2001) Alveolar fluid clearance is impaired in the majority of patients with acute lung injury and the acute respiratory distress syndrome. Am J Respir Crit Care Med 163:1376–1383CrossRefPubMed
42.
go back to reference Briot R, Frank JA, Uchida T et al (2009) Elevated levels of the receptor for advanced glycation end products, a marker of alveolar epithelial type I cell injury, predict impaired alveolar fluid clearance in isolated perfused human lungs. Chest 135:269–275CrossRefPubMed Briot R, Frank JA, Uchida T et al (2009) Elevated levels of the receptor for advanced glycation end products, a marker of alveolar epithelial type I cell injury, predict impaired alveolar fluid clearance in isolated perfused human lungs. Chest 135:269–275CrossRefPubMed
43.
go back to reference Calfee CS, Janz DR, Bernard GR et al (2015) Distinct molecular phenotypes of direct vs indirect ARDS in single-center and multicenter studies. Chest 147:1539–1548CrossRefPubMed Calfee CS, Janz DR, Bernard GR et al (2015) Distinct molecular phenotypes of direct vs indirect ARDS in single-center and multicenter studies. Chest 147:1539–1548CrossRefPubMed
44.
go back to reference Parsons PE, Eisner MD, Thompson BT et al (2005) Lower tidal volume ventilation and plasma cytokine markers of inflammation in patients with acute lung injury. Crit Care Med 33:1–6 (discussion 230–2) CrossRefPubMed Parsons PE, Eisner MD, Thompson BT et al (2005) Lower tidal volume ventilation and plasma cytokine markers of inflammation in patients with acute lung injury. Crit Care Med 33:1–6 (discussion 230–2) CrossRefPubMed
45.
go back to reference Guo WA, Knight PR, Raghavendran K (2012) The receptor for advanced glycation end products and acute lung injury/acute respiratory distress syndrome. Intensive Care Med 38:1588–1598CrossRefPubMed Guo WA, Knight PR, Raghavendran K (2012) The receptor for advanced glycation end products and acute lung injury/acute respiratory distress syndrome. Intensive Care Med 38:1588–1598CrossRefPubMed
46.
go back to reference Mukherjee TK, Mukhopadhyay S, Hoidal JR (2008) Implication of receptor for advanced glycation end product (RAGE) in pulmonary health and pathophysiology. Respir Physiol Neurobiol 162:210–215CrossRefPubMed Mukherjee TK, Mukhopadhyay S, Hoidal JR (2008) Implication of receptor for advanced glycation end product (RAGE) in pulmonary health and pathophysiology. Respir Physiol Neurobiol 162:210–215CrossRefPubMed
47.
go back to reference Dreyfuss D, Soler P, Basset G, Saumon G (1988) High inflation pressure pulmonary edema. Respective effects of high airway pressure, high tidal volume, and positive end-expiratory pressure. Am Rev Respir Dis 137:1159–1164CrossRefPubMed Dreyfuss D, Soler P, Basset G, Saumon G (1988) High inflation pressure pulmonary edema. Respective effects of high airway pressure, high tidal volume, and positive end-expiratory pressure. Am Rev Respir Dis 137:1159–1164CrossRefPubMed
48.
go back to reference Tschumperlin DJ, Oswari J, Margulies AS (2000) Deformation-induced injury of alveolar epithelial cells. Effect of frequency, duration, and amplitude. Am J Respir Crit Care Med 162:357–362CrossRefPubMed Tschumperlin DJ, Oswari J, Margulies AS (2000) Deformation-induced injury of alveolar epithelial cells. Effect of frequency, duration, and amplitude. Am J Respir Crit Care Med 162:357–362CrossRefPubMed
49.
go back to reference Nuckton TJ, Alonso JA, Kallet RH et al (2002) Pulmonary dead-space fraction as a risk factor for death in the acute respiratory distress syndrome. N Engl J Med 346:1281–1286CrossRefPubMed Nuckton TJ, Alonso JA, Kallet RH et al (2002) Pulmonary dead-space fraction as a risk factor for death in the acute respiratory distress syndrome. N Engl J Med 346:1281–1286CrossRefPubMed
Metadata
Title
Plasma sRAGE is independently associated with increased mortality in ARDS: a meta-analysis of individual patient data
Authors
Matthieu Jabaudon
Raiko Blondonnet
Bruno Pereira
Rodrigo Cartin-Ceba
Christoph Lichtenstern
Tommaso Mauri
Rogier M. Determann
Tomas Drabek
Rolf D. Hubmayr
Ognjen Gajic
Florian Uhle
Andrea Coppadoro
Antonio Pesenti
Marcus J. Schultz
Marco V. Ranieri
Helena Brodska
Ségolène Mrozek
Vincent Sapin
Michael A. Matthay
Jean-Michel Constantin
Carolyn S. Calfee
Publication date
01-09-2018
Publisher
Springer Berlin Heidelberg
Published in
Intensive Care Medicine / Issue 9/2018
Print ISSN: 0342-4642
Electronic ISSN: 1432-1238
DOI
https://doi.org/10.1007/s00134-018-5327-1

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