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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2022
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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. |
format | Online Article Text |
id | pubmed-9342956 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
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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