Understanding Heterogeneity in Biologic Phenotypes of Acute Respiratory Distress Syndrome by Leukocyte Expression Profiles

被引:95
作者
Bos, Lieuwe D. J. [1 ,2 ]
Scicluna, Brendon P. [3 ,4 ]
Ong, David S. Y. [5 ,6 ]
Cremer, Olaf [7 ]
van Der Poll, Tom [3 ]
Schultz, Marcus J. [1 ,8 ]
机构
[1] Univ Amsterdam, Med Ctr, Acad Med Ctr, Intens Care,Lab Expt Intens Care & Anesthesiol, Amsterdam, Netherlands
[2] Univ Amsterdam, Med Ctr, Acad Med Ctr, Dept Resp Med, Amsterdam, Netherlands
[3] Univ Amsterdam, Med Ctr, Acad Med Ctr, Ctr Expt Mol Med, Amsterdam, Netherlands
[4] Univ Amsterdam, Med Ctr, Acad Med Ctr, Dept Clin Epidemiol Biostat & Bioinformat Infect, Amsterdam, Netherlands
[5] Univ Med Ctr Utrecht, Dept Microbiol, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
[6] Univ Med Ctr Utrecht, Dept Epidemiol, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
[7] Univ Med Ctr Utrecht, Intens Care, Utrecht, Netherlands
[8] Mahidol Oxford Trop Med Res Unit, Bangkok, Thailand
关键词
ARDS; phenotypes; personalized medicine; CLINICAL-TRIALS; MITOCHONDRIAL DYSFUNCTION; TREATABLE TRAITS; PROTEIN-KINASE; SYNDROME ARDS; SEPSIS; SUBPHENOTYPES; SIMVASTATIN; INFECTIONS; PREVENTION;
D O I
10.1164/rccm.201809-1808OC
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Rationale: Two biologic phenotypes of acute respiratory distress syndrome (ARDS) have been identified based on plasma protein markers in four previous studies. Objectives: To determine if blood leukocyte gene expression is different between the "reactive" and "uninflamed" phenotype. Methods: This is a new study adding blood leukocyte transcriptomics and bioinformatics analysis to an existing patient cohort of ARDS in patients with sepsis admitted to two ICUs during a 1.5-year period. Canonical pathway analysis was performed. Measurements and Main Results: A total of 210 patients with sepsis and ARDS were included, of whom 128 had a reactive and 82 an uninflamed phenotype. A total of 3,332/11,443 (29%) transcripts were significantly different between the phenotypes. Canonical pathway analysis showed upregulation of oxidative phosphorylation genes indicative of mitochondrial dysfunction (52% of genes in pathway). The uninflamed phenotype was characterized by upregulation of mitogen-activated protein kinase pathways. Conclusions: A third of genes are differentially expressed between biologic phenotypes of ARDS supporting the observation that the subgroups of ARDS are incomparable in terms of pathophysiology. These data provide additional support for biologic heterogeneity in patients with ARDS and suggests that a personalized approach to intervention focusing on oxidative phosphorylation is pivotal in this condition.
引用
收藏
页码:42 / 50
页数:9
相关论文
共 43 条
[1]   Treatable traits: toward precision medicine of chronic airway diseases [J].
Agusti, Alvar ;
Bel, Elisabeth ;
Thomas, Mike ;
Vogelmeier, Claus ;
Brusselle, Guy ;
Holgate, Stephen ;
Humbert, Marc ;
Jones, Paul ;
Gibson, Peter G. ;
Vestbo, Jorgen ;
Beasley, Richard ;
Pavord, Ian D. .
EUROPEAN RESPIRATORY JOURNAL, 2016, 47 (02) :410-419
[2]   Improving clinical trials in the critically ill [J].
Angus, Derek C. ;
Mira, Jean-Paul ;
Vincent, Jean-Louis .
CRITICAL CARE MEDICINE, 2010, 38 (02) :527-532
[3]   Transcriptomic Signatures in Sepsis and a Differential Response to Steroids From the VANISH Randomized Trial [J].
Antcliffe, David B. ;
Burnham, Katie L. ;
Al-Beidh, Farah ;
Santhakumaran, Shalini ;
Brett, Stephen J. ;
Hinds, Charles J. ;
Ashby, Deborah ;
Knight, Julian C. ;
Gordon, Anthony C. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2019, 199 (08) :980-986
[4]  
Aoshiba K, 1999, J IMMUNOL, V162, P1692
[5]   Identification and validation of distinct biological phenotypes in patients with acute respiratory distress syndrome by cluster analysis [J].
Bos, L. D. ;
Schouten, L. R. ;
van Vught, L. A. ;
Wiewel, M. A. ;
Ong, D. S. Y. ;
Cremer, O. ;
Artigas, A. ;
Martin-Loeches, I. ;
Hoogendijk, A. J. ;
van der Poll, T. ;
Horn, J. ;
Juffermans, N. ;
Calfee, C. S. ;
Schultz, M. J. .
THORAX, 2017, 72 (10) :876-883
[6]   Late Breaking Abstract - Biological phenotypes of ARDS show differential expression of genes involved in oxidative phosphorylation and immunomodulation: an illustration for the need of personalized medicine in ARDS. [J].
Bos, Lieuwe ;
Scicluna, Brandon ;
Van der Poll, Tom ;
Ong, David ;
Cremer, Olaf ;
Schultz, Marcus .
EUROPEAN RESPIRATORY JOURNAL, 2018, 52
[7]   Acute respiratory distress syndrome subphenotypes and differential response to simvastatin: secondary analysis of a randomised controlled trial [J].
Calfee, Carolyn S. ;
Delucchi, Kevin L. ;
Sinha, Pratik ;
Matthay, Michael A. ;
Hackett, Jonathan ;
Shankar-Hari, Manu ;
McDowell, Cliona ;
Laffey, John G. ;
O'Kane, Cecilia M. ;
McAuley, Daniel F. .
LANCET RESPIRATORY MEDICINE, 2018, 6 (09) :691-698
[8]   Subphenotypes in acute respiratory distress syndrome: latent class analysis of data from two randomised controlled trials [J].
Calfee, Carolyn S. ;
Delucchi, Kevin ;
Parsons, Polly E. ;
Thompson, B. Taylor ;
Ware, Lorraine B. ;
Matthay, Michael A. .
LANCET RESPIRATORY MEDICINE, 2014, 2 (08) :611-620
[9]   Both Erk and p38 kinases are necessary for cytokine gene transcription [J].
Carter, AB ;
Monick, MM ;
Hunninghake, GW .
AMERICAN JOURNAL OF RESPIRATORY CELL AND MOLECULAR BIOLOGY, 1999, 20 (04) :751-758
[10]   Mitogen Activated Protein Kinase Activated Protein Kinase 2 Regulates Actin Polymerization and Vascular Leak in Ventilator Associated Lung Injury [J].
Damarla, Mahendra ;
Hasan, Emile ;
Boueiz, Adel ;
Le, Anne ;
Pae, Hyun Hae ;
Montouchet, Calypso ;
Kolb, Todd ;
Simms, Tiffany ;
Myers, Allen ;
Kayyali, Usamah S. ;
Gaestel, Matthias ;
Peng, Xinqi ;
Reddy, Sekhar P. ;
Damico, Rachel ;
Hassoun, Paul M. .
PLOS ONE, 2009, 4 (02)