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Peripheral blood transcriptomic sub-phenotypes of pediatric acute respiratory distress syndrome
BACKGROUND: Acute respiratory distress syndrome (ARDS) is heterogeneous and may be amenable to sub-phenotyping to improve enrichment for trials. We aimed to identify subtypes of pediatric ARDS based on whole blood transcriptomics. METHODS: This was a prospective observational study of children with...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7720038/ https://www.ncbi.nlm.nih.gov/pubmed/33287889 http://dx.doi.org/10.1186/s13054-020-03410-7 |
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author | Yehya, Nadir Varisco, Brian M. Thomas, Neal J. Wong, Hector R. Christie, Jason D. Feng, Rui |
author_facet | Yehya, Nadir Varisco, Brian M. Thomas, Neal J. Wong, Hector R. Christie, Jason D. Feng, Rui |
author_sort | Yehya, Nadir |
collection | PubMed |
description | BACKGROUND: Acute respiratory distress syndrome (ARDS) is heterogeneous and may be amenable to sub-phenotyping to improve enrichment for trials. We aimed to identify subtypes of pediatric ARDS based on whole blood transcriptomics. METHODS: This was a prospective observational study of children with ARDS at the Children’s Hospital of Philadelphia (CHOP) between January 2018 and June 2019. We collected blood within 24 h of ARDS onset, generated expression profiles, and performed k-means clustering to identify sub-phenotypes. We tested the association between sub-phenotypes and PICU mortality and ventilator-free days at 28 days using multivariable logistic and competing risk regression, respectively. RESULTS: We enrolled 106 subjects, of whom 96 had usable samples. We identified three sub-phenotypes, dubbed CHOP ARDS Transcriptomic Subtypes (CATS) 1, 2, and 3. CATS-1 subjects (n = 31) demonstrated persistent hypoxemia, had ten subjects (32%) with immunocompromising conditions, and 32% mortality. CATS-2 subjects (n = 29) had more immunocompromising diagnoses (48%), rapidly resolving hypoxemia, and 24% mortality. CATS-3 subjects (n = 36) had the fewest comorbidities and also had rapidly resolving hypoxemia and 8% mortality. The CATS-3 subtype was associated with lower mortality (OR 0.18, 95% CI 0.04–0.86) and higher probability of extubation (subdistribution HR 2.39, 95% CI 1.32–4.32), relative to CATS-1 after adjustment for confounders. CONCLUSIONS: We identified three sub-phenotypes of pediatric ARDS using whole blood transcriptomics. The sub-phenotypes had divergent clinical characteristics and prognoses. Further studies should validate these findings and investigate mechanisms underlying differences between sub-phenotypes. |
format | Online Article Text |
id | pubmed-7720038 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-77200382020-12-07 Peripheral blood transcriptomic sub-phenotypes of pediatric acute respiratory distress syndrome Yehya, Nadir Varisco, Brian M. Thomas, Neal J. Wong, Hector R. Christie, Jason D. Feng, Rui Crit Care Research BACKGROUND: Acute respiratory distress syndrome (ARDS) is heterogeneous and may be amenable to sub-phenotyping to improve enrichment for trials. We aimed to identify subtypes of pediatric ARDS based on whole blood transcriptomics. METHODS: This was a prospective observational study of children with ARDS at the Children’s Hospital of Philadelphia (CHOP) between January 2018 and June 2019. We collected blood within 24 h of ARDS onset, generated expression profiles, and performed k-means clustering to identify sub-phenotypes. We tested the association between sub-phenotypes and PICU mortality and ventilator-free days at 28 days using multivariable logistic and competing risk regression, respectively. RESULTS: We enrolled 106 subjects, of whom 96 had usable samples. We identified three sub-phenotypes, dubbed CHOP ARDS Transcriptomic Subtypes (CATS) 1, 2, and 3. CATS-1 subjects (n = 31) demonstrated persistent hypoxemia, had ten subjects (32%) with immunocompromising conditions, and 32% mortality. CATS-2 subjects (n = 29) had more immunocompromising diagnoses (48%), rapidly resolving hypoxemia, and 24% mortality. CATS-3 subjects (n = 36) had the fewest comorbidities and also had rapidly resolving hypoxemia and 8% mortality. The CATS-3 subtype was associated with lower mortality (OR 0.18, 95% CI 0.04–0.86) and higher probability of extubation (subdistribution HR 2.39, 95% CI 1.32–4.32), relative to CATS-1 after adjustment for confounders. CONCLUSIONS: We identified three sub-phenotypes of pediatric ARDS using whole blood transcriptomics. The sub-phenotypes had divergent clinical characteristics and prognoses. Further studies should validate these findings and investigate mechanisms underlying differences between sub-phenotypes. BioMed Central 2020-12-07 /pmc/articles/PMC7720038/ /pubmed/33287889 http://dx.doi.org/10.1186/s13054-020-03410-7 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Yehya, Nadir Varisco, Brian M. Thomas, Neal J. Wong, Hector R. Christie, Jason D. Feng, Rui Peripheral blood transcriptomic sub-phenotypes of pediatric acute respiratory distress syndrome |
title | Peripheral blood transcriptomic sub-phenotypes of pediatric acute respiratory distress syndrome |
title_full | Peripheral blood transcriptomic sub-phenotypes of pediatric acute respiratory distress syndrome |
title_fullStr | Peripheral blood transcriptomic sub-phenotypes of pediatric acute respiratory distress syndrome |
title_full_unstemmed | Peripheral blood transcriptomic sub-phenotypes of pediatric acute respiratory distress syndrome |
title_short | Peripheral blood transcriptomic sub-phenotypes of pediatric acute respiratory distress syndrome |
title_sort | peripheral blood transcriptomic sub-phenotypes of pediatric acute respiratory distress syndrome |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7720038/ https://www.ncbi.nlm.nih.gov/pubmed/33287889 http://dx.doi.org/10.1186/s13054-020-03410-7 |
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