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Evolution of multiple omics approaches to define pathophysiology of pediatric acute respiratory distress syndrome

Pediatric acute respiratory distress syndrome (PARDS), though both common and deadly in critically ill children, lacks targeted therapies. The development of effective pharmacotherapies has been limited, in part, by lack of clarity about the pathobiology of pediatric ARDS. Epithelial lung injury, va...

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Autores principales: Whitney, Jane E, Lee, In-Hee, Lee, Ji-Won, Kong, Sek Won
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9342956/
https://www.ncbi.nlm.nih.gov/pubmed/35913450
http://dx.doi.org/10.7554/eLife.77405
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author Whitney, Jane E
Lee, In-Hee
Lee, Ji-Won
Kong, Sek Won
author_facet Whitney, Jane E
Lee, In-Hee
Lee, Ji-Won
Kong, Sek Won
author_sort Whitney, Jane E
collection PubMed
description Pediatric acute respiratory distress syndrome (PARDS), though both common and deadly in critically ill children, lacks targeted therapies. The development of effective pharmacotherapies has been limited, in part, by lack of clarity about the pathobiology of pediatric ARDS. Epithelial lung injury, vascular endothelial activation, and systemic immune activation are putative drivers of this complex disease process. Prior studies have used either hypothesis-driven (e.g., candidate genes and proteins, in vitro investigations) or unbiased (e.g., genome-wide association, transcriptomic, metabolomic) approaches to predict clinical outcomes and to define subphenotypes. Advances in multiple omics technologies, including genomics, transcriptomics, proteomics, and metabolomics, have permitted more comprehensive investigation of PARDS pathobiology. However, omics studies have been limited in children compared to adults, and analyses across multiple tissue types are lacking. Here, we synthesized existing literature on the molecular mechanism of PARDS, summarized our interrogation of publicly available genomic databases to determine the association of candidate genes with PARDS phenotypes across multiple tissues and cell types, and integrated recent studies that used single-cell RNA sequencing (scRNA-seq). We conclude that novel profiling methods such as scRNA-seq, which permits more comprehensive, unbiased evaluation of pathophysiological mechanisms across tissue and cell types, should be employed to investigate the molecular mechanisms of PRDS toward the goal of identifying targeted therapies.
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spelling pubmed-93429562022-08-02 Evolution of multiple omics approaches to define pathophysiology of pediatric acute respiratory distress syndrome Whitney, Jane E Lee, In-Hee Lee, Ji-Won Kong, Sek Won eLife Medicine Pediatric acute respiratory distress syndrome (PARDS), though both common and deadly in critically ill children, lacks targeted therapies. The development of effective pharmacotherapies has been limited, in part, by lack of clarity about the pathobiology of pediatric ARDS. Epithelial lung injury, vascular endothelial activation, and systemic immune activation are putative drivers of this complex disease process. Prior studies have used either hypothesis-driven (e.g., candidate genes and proteins, in vitro investigations) or unbiased (e.g., genome-wide association, transcriptomic, metabolomic) approaches to predict clinical outcomes and to define subphenotypes. Advances in multiple omics technologies, including genomics, transcriptomics, proteomics, and metabolomics, have permitted more comprehensive investigation of PARDS pathobiology. However, omics studies have been limited in children compared to adults, and analyses across multiple tissue types are lacking. Here, we synthesized existing literature on the molecular mechanism of PARDS, summarized our interrogation of publicly available genomic databases to determine the association of candidate genes with PARDS phenotypes across multiple tissues and cell types, and integrated recent studies that used single-cell RNA sequencing (scRNA-seq). We conclude that novel profiling methods such as scRNA-seq, which permits more comprehensive, unbiased evaluation of pathophysiological mechanisms across tissue and cell types, should be employed to investigate the molecular mechanisms of PRDS toward the goal of identifying targeted therapies. eLife Sciences Publications, Ltd 2022-08-01 /pmc/articles/PMC9342956/ /pubmed/35913450 http://dx.doi.org/10.7554/eLife.77405 Text en © 2022, Whitney et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Medicine
Whitney, Jane E
Lee, In-Hee
Lee, Ji-Won
Kong, Sek Won
Evolution of multiple omics approaches to define pathophysiology of pediatric acute respiratory distress syndrome
title Evolution of multiple omics approaches to define pathophysiology of pediatric acute respiratory distress syndrome
title_full Evolution of multiple omics approaches to define pathophysiology of pediatric acute respiratory distress syndrome
title_fullStr Evolution of multiple omics approaches to define pathophysiology of pediatric acute respiratory distress syndrome
title_full_unstemmed Evolution of multiple omics approaches to define pathophysiology of pediatric acute respiratory distress syndrome
title_short Evolution of multiple omics approaches to define pathophysiology of pediatric acute respiratory distress syndrome
title_sort evolution of multiple omics approaches to define pathophysiology of pediatric acute respiratory distress syndrome
topic Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9342956/
https://www.ncbi.nlm.nih.gov/pubmed/35913450
http://dx.doi.org/10.7554/eLife.77405
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