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Blood leukocyte transcriptional modules and differentially expressed genes associated with disease severity and age in COVID-19 patients

Since the molecular mechanisms determining COVID-19 severity are not yet well understood, there is a demand for biomarkers derived from comparative transcriptome analyses of mild and severe cases, combined with patients’ clinico-demographic and laboratory data. Here the transcriptomic response of hu...

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Autores principales: Bando, Silvia Y., Bertonha, Fernanda B., Vieira, Sandra E., de Oliveira, Danielle B. L., Chalup, Vanessa N., Durigon, Edison L., Palmeira, Patricia, Curi, Ana Cristina P., Faria, Caroline S., Antonangelo, Leila, Lauterbach, Gerhard da P., Regalio, Fabiane A., Cesar Jr, Roberto M., Moreira-Filho, Carlos A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844197/
https://www.ncbi.nlm.nih.gov/pubmed/36650374
http://dx.doi.org/10.1038/s41598-023-28227-6
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author Bando, Silvia Y.
Bertonha, Fernanda B.
Vieira, Sandra E.
de Oliveira, Danielle B. L.
Chalup, Vanessa N.
Durigon, Edison L.
Palmeira, Patricia
Curi, Ana Cristina P.
Faria, Caroline S.
Antonangelo, Leila
Lauterbach, Gerhard da P.
Regalio, Fabiane A.
Cesar Jr, Roberto M.
Moreira-Filho, Carlos A.
author_facet Bando, Silvia Y.
Bertonha, Fernanda B.
Vieira, Sandra E.
de Oliveira, Danielle B. L.
Chalup, Vanessa N.
Durigon, Edison L.
Palmeira, Patricia
Curi, Ana Cristina P.
Faria, Caroline S.
Antonangelo, Leila
Lauterbach, Gerhard da P.
Regalio, Fabiane A.
Cesar Jr, Roberto M.
Moreira-Filho, Carlos A.
author_sort Bando, Silvia Y.
collection PubMed
description Since the molecular mechanisms determining COVID-19 severity are not yet well understood, there is a demand for biomarkers derived from comparative transcriptome analyses of mild and severe cases, combined with patients’ clinico-demographic and laboratory data. Here the transcriptomic response of human leukocytes to SARS-CoV-2 infection was investigated by focusing on the differences between mild and severe cases and between age subgroups (younger and older adults). Three transcriptional modules correlated with these traits were functionally characterized, as well as 23 differentially expressed genes (DEGs) associated to disease severity. One module, correlated with severe cases and older patients, had an overrepresentation of genes involved in innate immune response and in neutrophil activation, whereas two other modules, correlated with disease severity and younger patients, harbored genes involved in the innate immune response to viral infections, and in the regulation of this response. This transcriptomic mechanism could be related to the better outcome observed in younger COVID-19 patients. The DEGs, all hyper-expressed in the group of severe cases, were mostly involved in neutrophil activation and in the p53 pathway, therefore related to inflammation and lymphopenia. These biomarkers may be useful for getting a better stratification of risk factors in COVID-19.
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spelling pubmed-98441972023-01-18 Blood leukocyte transcriptional modules and differentially expressed genes associated with disease severity and age in COVID-19 patients Bando, Silvia Y. Bertonha, Fernanda B. Vieira, Sandra E. de Oliveira, Danielle B. L. Chalup, Vanessa N. Durigon, Edison L. Palmeira, Patricia Curi, Ana Cristina P. Faria, Caroline S. Antonangelo, Leila Lauterbach, Gerhard da P. Regalio, Fabiane A. Cesar Jr, Roberto M. Moreira-Filho, Carlos A. Sci Rep Article Since the molecular mechanisms determining COVID-19 severity are not yet well understood, there is a demand for biomarkers derived from comparative transcriptome analyses of mild and severe cases, combined with patients’ clinico-demographic and laboratory data. Here the transcriptomic response of human leukocytes to SARS-CoV-2 infection was investigated by focusing on the differences between mild and severe cases and between age subgroups (younger and older adults). Three transcriptional modules correlated with these traits were functionally characterized, as well as 23 differentially expressed genes (DEGs) associated to disease severity. One module, correlated with severe cases and older patients, had an overrepresentation of genes involved in innate immune response and in neutrophil activation, whereas two other modules, correlated with disease severity and younger patients, harbored genes involved in the innate immune response to viral infections, and in the regulation of this response. This transcriptomic mechanism could be related to the better outcome observed in younger COVID-19 patients. The DEGs, all hyper-expressed in the group of severe cases, were mostly involved in neutrophil activation and in the p53 pathway, therefore related to inflammation and lymphopenia. These biomarkers may be useful for getting a better stratification of risk factors in COVID-19. Nature Publishing Group UK 2023-01-17 /pmc/articles/PMC9844197/ /pubmed/36650374 http://dx.doi.org/10.1038/s41598-023-28227-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Bando, Silvia Y.
Bertonha, Fernanda B.
Vieira, Sandra E.
de Oliveira, Danielle B. L.
Chalup, Vanessa N.
Durigon, Edison L.
Palmeira, Patricia
Curi, Ana Cristina P.
Faria, Caroline S.
Antonangelo, Leila
Lauterbach, Gerhard da P.
Regalio, Fabiane A.
Cesar Jr, Roberto M.
Moreira-Filho, Carlos A.
Blood leukocyte transcriptional modules and differentially expressed genes associated with disease severity and age in COVID-19 patients
title Blood leukocyte transcriptional modules and differentially expressed genes associated with disease severity and age in COVID-19 patients
title_full Blood leukocyte transcriptional modules and differentially expressed genes associated with disease severity and age in COVID-19 patients
title_fullStr Blood leukocyte transcriptional modules and differentially expressed genes associated with disease severity and age in COVID-19 patients
title_full_unstemmed Blood leukocyte transcriptional modules and differentially expressed genes associated with disease severity and age in COVID-19 patients
title_short Blood leukocyte transcriptional modules and differentially expressed genes associated with disease severity and age in COVID-19 patients
title_sort blood leukocyte transcriptional modules and differentially expressed genes associated with disease severity and age in covid-19 patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844197/
https://www.ncbi.nlm.nih.gov/pubmed/36650374
http://dx.doi.org/10.1038/s41598-023-28227-6
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