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Genome-wide transcriptional profiling of pulmonary functional sequelae in ARDS- secondary to SARS-CoV-2 infection()
BACKGROUND: Up to 80% of patients surviving acute respiratory distress syndrome (ARDS) secondary to SARS-CoV-2 infection present persistent anomalies in pulmonary function after hospital discharge. There is a limited understanding of the mechanistic pathways linked to post-acute pulmonary sequelae....
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Author(s). Published by Elsevier Masson SAS.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9424524/ https://www.ncbi.nlm.nih.gov/pubmed/36058144 http://dx.doi.org/10.1016/j.biopha.2022.113617 |
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author | García-Hidalgo, María C. Peláez, Rafael González, Jessica Santisteve, Sally Benítez, Iván D. Molinero, Marta Perez-Pons, Manel Belmonte, Thalía Torres, Gerard Moncusí-Moix, Anna Gort-Paniello, Clara Aguilà, Maria Seck, Faty Carmona, Paola Caballero, Jesús Barberà, Carme Ceccato, Adrián Fernández-Barat, Laia Ferrer, Ricard Garcia-Gasulla, Dario Lorente-Balanza, Jose Ángel Menéndez, Rosario Motos, Ana Peñuelas, Oscar Riera, Jordi Bermejo-Martin, Jesús F. Torres, Antoni Barbé, Ferran de Gonzalo-Calvo, David Larráyoz, Ignacio M. |
author_facet | García-Hidalgo, María C. Peláez, Rafael González, Jessica Santisteve, Sally Benítez, Iván D. Molinero, Marta Perez-Pons, Manel Belmonte, Thalía Torres, Gerard Moncusí-Moix, Anna Gort-Paniello, Clara Aguilà, Maria Seck, Faty Carmona, Paola Caballero, Jesús Barberà, Carme Ceccato, Adrián Fernández-Barat, Laia Ferrer, Ricard Garcia-Gasulla, Dario Lorente-Balanza, Jose Ángel Menéndez, Rosario Motos, Ana Peñuelas, Oscar Riera, Jordi Bermejo-Martin, Jesús F. Torres, Antoni Barbé, Ferran de Gonzalo-Calvo, David Larráyoz, Ignacio M. |
author_sort | García-Hidalgo, María C. |
collection | PubMed |
description | BACKGROUND: Up to 80% of patients surviving acute respiratory distress syndrome (ARDS) secondary to SARS-CoV-2 infection present persistent anomalies in pulmonary function after hospital discharge. There is a limited understanding of the mechanistic pathways linked to post-acute pulmonary sequelae. AIM: To identify the molecular underpinnings associated with severe lung diffusion involvement in survivors of SARS-CoV-2-induced ARDS. METHODS: Survivors attended to a complete pulmonary evaluation 3 months after hospital discharge. RNA sequencing (RNA-seq) was performed using Illumina technology in whole-blood samples from 50 patients with moderate to severe diffusion impairment (D(LCO)<60%) and age- and sex-matched individuals with mild-normal lung function (D(LCO)≥60%). A transcriptomic signature for optimal classification was constructed using random forest. Transcriptomic data were analyzed for biological pathway enrichment, cellular deconvolution, cell/tissue-specific gene expression and candidate drugs. RESULTS: RNA-seq identified 1357 differentially expressed transcripts. A model composed of 14 mRNAs allowed the optimal discrimination of survivors with severe diffusion impairment (AUC=0.979). Hallmarks of lung sequelae involved cell death signaling, cytoskeleton reorganization, cell growth and differentiation and the immune response. Resting natural killer (NK) cells were the most important immune cell subtype for the prediction of severe diffusion impairment. Components of the signature correlated with neutrophil, lymphocyte and monocyte counts. A variable expression profile of the transcripts was observed in lung cell subtypes and bodily tissues. One upregulated gene, TUBB4A, constitutes a target for FDA-approved drugs. CONCLUSIONS: This work defines the transcriptional programme associated with post-acute pulmonary sequelae and provides novel insights for targeted interventions and biomarker development. |
format | Online Article Text |
id | pubmed-9424524 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Author(s). Published by Elsevier Masson SAS. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94245242022-08-30 Genome-wide transcriptional profiling of pulmonary functional sequelae in ARDS- secondary to SARS-CoV-2 infection() García-Hidalgo, María C. Peláez, Rafael González, Jessica Santisteve, Sally Benítez, Iván D. Molinero, Marta Perez-Pons, Manel Belmonte, Thalía Torres, Gerard Moncusí-Moix, Anna Gort-Paniello, Clara Aguilà, Maria Seck, Faty Carmona, Paola Caballero, Jesús Barberà, Carme Ceccato, Adrián Fernández-Barat, Laia Ferrer, Ricard Garcia-Gasulla, Dario Lorente-Balanza, Jose Ángel Menéndez, Rosario Motos, Ana Peñuelas, Oscar Riera, Jordi Bermejo-Martin, Jesús F. Torres, Antoni Barbé, Ferran de Gonzalo-Calvo, David Larráyoz, Ignacio M. Biomed Pharmacother Article BACKGROUND: Up to 80% of patients surviving acute respiratory distress syndrome (ARDS) secondary to SARS-CoV-2 infection present persistent anomalies in pulmonary function after hospital discharge. There is a limited understanding of the mechanistic pathways linked to post-acute pulmonary sequelae. AIM: To identify the molecular underpinnings associated with severe lung diffusion involvement in survivors of SARS-CoV-2-induced ARDS. METHODS: Survivors attended to a complete pulmonary evaluation 3 months after hospital discharge. RNA sequencing (RNA-seq) was performed using Illumina technology in whole-blood samples from 50 patients with moderate to severe diffusion impairment (D(LCO)<60%) and age- and sex-matched individuals with mild-normal lung function (D(LCO)≥60%). A transcriptomic signature for optimal classification was constructed using random forest. Transcriptomic data were analyzed for biological pathway enrichment, cellular deconvolution, cell/tissue-specific gene expression and candidate drugs. RESULTS: RNA-seq identified 1357 differentially expressed transcripts. A model composed of 14 mRNAs allowed the optimal discrimination of survivors with severe diffusion impairment (AUC=0.979). Hallmarks of lung sequelae involved cell death signaling, cytoskeleton reorganization, cell growth and differentiation and the immune response. Resting natural killer (NK) cells were the most important immune cell subtype for the prediction of severe diffusion impairment. Components of the signature correlated with neutrophil, lymphocyte and monocyte counts. A variable expression profile of the transcripts was observed in lung cell subtypes and bodily tissues. One upregulated gene, TUBB4A, constitutes a target for FDA-approved drugs. CONCLUSIONS: This work defines the transcriptional programme associated with post-acute pulmonary sequelae and provides novel insights for targeted interventions and biomarker development. The Author(s). Published by Elsevier Masson SAS. 2022-10 2022-08-30 /pmc/articles/PMC9424524/ /pubmed/36058144 http://dx.doi.org/10.1016/j.biopha.2022.113617 Text en © 2022 The Authors Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article García-Hidalgo, María C. Peláez, Rafael González, Jessica Santisteve, Sally Benítez, Iván D. Molinero, Marta Perez-Pons, Manel Belmonte, Thalía Torres, Gerard Moncusí-Moix, Anna Gort-Paniello, Clara Aguilà, Maria Seck, Faty Carmona, Paola Caballero, Jesús Barberà, Carme Ceccato, Adrián Fernández-Barat, Laia Ferrer, Ricard Garcia-Gasulla, Dario Lorente-Balanza, Jose Ángel Menéndez, Rosario Motos, Ana Peñuelas, Oscar Riera, Jordi Bermejo-Martin, Jesús F. Torres, Antoni Barbé, Ferran de Gonzalo-Calvo, David Larráyoz, Ignacio M. Genome-wide transcriptional profiling of pulmonary functional sequelae in ARDS- secondary to SARS-CoV-2 infection() |
title | Genome-wide transcriptional profiling of pulmonary functional sequelae in ARDS- secondary to SARS-CoV-2 infection() |
title_full | Genome-wide transcriptional profiling of pulmonary functional sequelae in ARDS- secondary to SARS-CoV-2 infection() |
title_fullStr | Genome-wide transcriptional profiling of pulmonary functional sequelae in ARDS- secondary to SARS-CoV-2 infection() |
title_full_unstemmed | Genome-wide transcriptional profiling of pulmonary functional sequelae in ARDS- secondary to SARS-CoV-2 infection() |
title_short | Genome-wide transcriptional profiling of pulmonary functional sequelae in ARDS- secondary to SARS-CoV-2 infection() |
title_sort | genome-wide transcriptional profiling of pulmonary functional sequelae in ards- secondary to sars-cov-2 infection() |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9424524/ https://www.ncbi.nlm.nih.gov/pubmed/36058144 http://dx.doi.org/10.1016/j.biopha.2022.113617 |
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