TY - JOUR
T1 - Molecular Phenotypes of Acute Respiratory Distress Syndrome in the ROSE Trial Have Differential Outcomes and Gene Expression Patterns That Differ at Baseline and Longitudinally over Time
AU - the NHLBI PETAL Network
AU - Sinha, Pratik
AU - Neyton, Lucile
AU - Sarma, Aartik
AU - Wu, Nelson
AU - Jones, Chayse
AU - Zhuo, Hanjing
AU - Liu, Kathleen D.
AU - Guerrero, Estella Sanchez
AU - Ghale, Rajani
AU - Love, Christina
AU - Mick, Eran
AU - Delucchi, Kevin L.
AU - Langelier, Charles R.
AU - Thompson, B. Taylor
AU - Matthay, Michael A.
AU - Calfee, Carolyn S.
N1 - Publisher Copyright:
Copyright © 2024 by the American Thoracic Society.
PY - 2024/4/1
Y1 - 2024/4/1
N2 - Rationale: Two molecular phenotypes have been identified in acute respiratory distress syndrome (ARDS). In the ROSE (Reevaluation of Systemic Early Neuromuscular Blockade) trial of cisatracurium in moderate to severe ARDS, we addressed three unanswered questions: 1) Do the same phenotypes emerge in a more severe ARDS cohort with earlier recruitment; 2) Do phenotypes respond differently to neuromuscular blockade? and 3) What biological pathways most differentiate inflammatory phenotypes? Methods: We performed latent class analysis in ROSE using preenrollment clinical and protein biomarkers. In a subset of patients (n = 134), we sequenced whole-blood RNA using enrollment and Day 2 samples and performed differential gene expression and pathway analyses. Informed by the differential gene expression analysis, we measured additional plasma proteins and evaluated their abundance relative to gene expression amounts. Measurements and Main Results: In ROSE, we identified the hypoinflammatory (60.4%) and hyperinflammatory (39.6%) phenotypes with similar biological and clinical characteristics as prior studies, including higher mortality at Day 90 for the hyperinflammatory phenotype (30.3% vs. 61.6%; P, 0.0001). We observed no treatment interaction between the phenotypes and randomized groups for mortality. The hyperinflammatory phenotype was enriched for genes associated with innate immune response, tissue remodeling, and zinc metabolism at Day 0 and collagen synthesis and neutrophil degranulation at Day 2. Longitudinal changes in gene expression patterns differed dependent on survivorship. For most highly expressed genes, we observed correlations with their corresponding plasma proteins’ abundance. However, for the class-defining plasma proteins in the latent class analysis, no correlation was observed with their corresponding genes’ expression. Conclusions: The hyperinflammatory and hypoinflammatory phenotypes have different clinical, protein, and dynamic transcriptional characteristics. These findings support the clinical and biological potential of molecular phenotypes to advance precision care in ARDS.
AB - Rationale: Two molecular phenotypes have been identified in acute respiratory distress syndrome (ARDS). In the ROSE (Reevaluation of Systemic Early Neuromuscular Blockade) trial of cisatracurium in moderate to severe ARDS, we addressed three unanswered questions: 1) Do the same phenotypes emerge in a more severe ARDS cohort with earlier recruitment; 2) Do phenotypes respond differently to neuromuscular blockade? and 3) What biological pathways most differentiate inflammatory phenotypes? Methods: We performed latent class analysis in ROSE using preenrollment clinical and protein biomarkers. In a subset of patients (n = 134), we sequenced whole-blood RNA using enrollment and Day 2 samples and performed differential gene expression and pathway analyses. Informed by the differential gene expression analysis, we measured additional plasma proteins and evaluated their abundance relative to gene expression amounts. Measurements and Main Results: In ROSE, we identified the hypoinflammatory (60.4%) and hyperinflammatory (39.6%) phenotypes with similar biological and clinical characteristics as prior studies, including higher mortality at Day 90 for the hyperinflammatory phenotype (30.3% vs. 61.6%; P, 0.0001). We observed no treatment interaction between the phenotypes and randomized groups for mortality. The hyperinflammatory phenotype was enriched for genes associated with innate immune response, tissue remodeling, and zinc metabolism at Day 0 and collagen synthesis and neutrophil degranulation at Day 2. Longitudinal changes in gene expression patterns differed dependent on survivorship. For most highly expressed genes, we observed correlations with their corresponding plasma proteins’ abundance. However, for the class-defining plasma proteins in the latent class analysis, no correlation was observed with their corresponding genes’ expression. Conclusions: The hyperinflammatory and hypoinflammatory phenotypes have different clinical, protein, and dynamic transcriptional characteristics. These findings support the clinical and biological potential of molecular phenotypes to advance precision care in ARDS.
KW - ARDS
KW - RNA sequencing
KW - molecular phenotypes
UR - http://www.scopus.com/inward/record.url?scp=85188309808&partnerID=8YFLogxK
U2 - 10.1164/rccm.202308-1490OC
DO - 10.1164/rccm.202308-1490OC
M3 - Article
C2 - 38345571
AN - SCOPUS:85188309808
SN - 1073-449X
VL - 209
SP - 816
EP - 828
JO - American journal of respiratory and critical care medicine
JF - American journal of respiratory and critical care medicine
IS - 7
ER -