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Insights into the Function of Long Noncoding RNAs in Sepsis Revealed by Gene Co-Expression Network Analysis

Sepsis is a major cause of death and its incidence and mortality increase exponentially with age. Most gene expression studies in sepsis have focused in protein-coding genes and the expression patterns, and potential roles of long noncoding RNAs (lncRNAs) have not been investigated yet. In this stud...

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Autores principales: Pellegrina, Diogo Vieira da Silva, Severino, Patricia, Barbeiro, Hermes Vieira, de Souza, Heraldo Possolo, Machado, Marcel Cerqueira César, Pinheiro-da-Silva, Fabiano, Reis, Eduardo Moraes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5831999/
https://www.ncbi.nlm.nih.gov/pubmed/29657277
http://dx.doi.org/10.3390/ncrna3010005
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author Pellegrina, Diogo Vieira da Silva
Severino, Patricia
Barbeiro, Hermes Vieira
de Souza, Heraldo Possolo
Machado, Marcel Cerqueira César
Pinheiro-da-Silva, Fabiano
Reis, Eduardo Moraes
author_facet Pellegrina, Diogo Vieira da Silva
Severino, Patricia
Barbeiro, Hermes Vieira
de Souza, Heraldo Possolo
Machado, Marcel Cerqueira César
Pinheiro-da-Silva, Fabiano
Reis, Eduardo Moraes
author_sort Pellegrina, Diogo Vieira da Silva
collection PubMed
description Sepsis is a major cause of death and its incidence and mortality increase exponentially with age. Most gene expression studies in sepsis have focused in protein-coding genes and the expression patterns, and potential roles of long noncoding RNAs (lncRNAs) have not been investigated yet. In this study, we performed co-expression network analysis of protein-coding and lncRNAs measured in neutrophil granulocytes from adult and elderly septic patients, along with age-matched healthy controls. We found that the genes displaying highest network similarity are predominantly differently expressed in sepsis and are enriched in loci encoding proteins with structural or regulatory functions related to protein translation and mitochondrial energetic metabolism. A number of lncRNAs are strongly connected to genes from these pathways and may take part in regulatory loops that are perturbed in sepsis. Among those, the ribosomal pseudogenes RP11-302F12.1 and RPL13AP7 are differentially expressed and appear to have a regulatory role on protein translation in both the elderly and adults, and lncRNAs MALAT1, LINC00355, MYCNOS, and AC010970.2 display variable connection strength and inverted expression patterns between adult and elderly networks, suggesting that they are the best candidates to be further studied to understand the mechanisms by which the immune response is impaired by age. In summary, we report the expression of lncRNAs that are deregulated in patients with sepsis, including subsets that display hub properties in molecular pathways relevant to the disease pathogenesis and that may participate in gene expression regulatory circuits related to the poorer disease outcome observed in elderly subjects.
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spelling pubmed-58319992018-04-12 Insights into the Function of Long Noncoding RNAs in Sepsis Revealed by Gene Co-Expression Network Analysis Pellegrina, Diogo Vieira da Silva Severino, Patricia Barbeiro, Hermes Vieira de Souza, Heraldo Possolo Machado, Marcel Cerqueira César Pinheiro-da-Silva, Fabiano Reis, Eduardo Moraes Noncoding RNA Article Sepsis is a major cause of death and its incidence and mortality increase exponentially with age. Most gene expression studies in sepsis have focused in protein-coding genes and the expression patterns, and potential roles of long noncoding RNAs (lncRNAs) have not been investigated yet. In this study, we performed co-expression network analysis of protein-coding and lncRNAs measured in neutrophil granulocytes from adult and elderly septic patients, along with age-matched healthy controls. We found that the genes displaying highest network similarity are predominantly differently expressed in sepsis and are enriched in loci encoding proteins with structural or regulatory functions related to protein translation and mitochondrial energetic metabolism. A number of lncRNAs are strongly connected to genes from these pathways and may take part in regulatory loops that are perturbed in sepsis. Among those, the ribosomal pseudogenes RP11-302F12.1 and RPL13AP7 are differentially expressed and appear to have a regulatory role on protein translation in both the elderly and adults, and lncRNAs MALAT1, LINC00355, MYCNOS, and AC010970.2 display variable connection strength and inverted expression patterns between adult and elderly networks, suggesting that they are the best candidates to be further studied to understand the mechanisms by which the immune response is impaired by age. In summary, we report the expression of lncRNAs that are deregulated in patients with sepsis, including subsets that display hub properties in molecular pathways relevant to the disease pathogenesis and that may participate in gene expression regulatory circuits related to the poorer disease outcome observed in elderly subjects. MDPI 2017-01-26 /pmc/articles/PMC5831999/ /pubmed/29657277 http://dx.doi.org/10.3390/ncrna3010005 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Pellegrina, Diogo Vieira da Silva
Severino, Patricia
Barbeiro, Hermes Vieira
de Souza, Heraldo Possolo
Machado, Marcel Cerqueira César
Pinheiro-da-Silva, Fabiano
Reis, Eduardo Moraes
Insights into the Function of Long Noncoding RNAs in Sepsis Revealed by Gene Co-Expression Network Analysis
title Insights into the Function of Long Noncoding RNAs in Sepsis Revealed by Gene Co-Expression Network Analysis
title_full Insights into the Function of Long Noncoding RNAs in Sepsis Revealed by Gene Co-Expression Network Analysis
title_fullStr Insights into the Function of Long Noncoding RNAs in Sepsis Revealed by Gene Co-Expression Network Analysis
title_full_unstemmed Insights into the Function of Long Noncoding RNAs in Sepsis Revealed by Gene Co-Expression Network Analysis
title_short Insights into the Function of Long Noncoding RNAs in Sepsis Revealed by Gene Co-Expression Network Analysis
title_sort insights into the function of long noncoding rnas in sepsis revealed by gene co-expression network analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5831999/
https://www.ncbi.nlm.nih.gov/pubmed/29657277
http://dx.doi.org/10.3390/ncrna3010005
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