Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumonia

Detalhes bibliográficos
Autor(a) principal: Leite, Giuseppe Gianini Figueirêdo [UNIFESP]
Data de Publicação: 2019
Tipo de documento: Tese
Idioma: por
Título da fonte: Repositório Institucional da UNIFESP
Texto Completo: https://sucupira.capes.gov.br/sucupira/public/consultas/coleta/trabalhoConclusao/viewTrabalhoConclusao.jsf?popup=true&id_trabalho=7656547
https://repositorio.unifesp.br/handle/11600/59290
Resumo: Objective: In the present study we investigated the gene expression profiles of sepsis patients caused by community-acquired pneumonia (CAP) or hospital acquired pneumonia (HAP) and their relation with heme and hemoglobin metabolism. Methods: Three microarray datasets were used: GSE48080 (S1), E-MTAB-5273 (S2) and GSE65682 (S3). Samples from each data set were grouped according to patient outcomes and sample collection day. Samples of each dataset were grouped according to patients’ outcome and each sample collection day. The DEGs lists were obtained using the R package LIMMA. DEGs of the S1 dataset were used to construct and analyze four co-expression networks using GeneMANIA interaction database and Cytoscape. The analysis of the molecular signature related to the heme metabolism was performed using "Gene sets hallmark" present in Molecular Signatures Database v 6.2. Common DEGs between the signatures had their expression analyzed using the Immuno-Navigator database. Results: Through the analysis of networks in the data set S1, we found modules directly related to the heme/hemoglobin biosynthesis pathway present only in the networks of the surviving groups. The heme/hemoglobin metabolism pathway was found to be enriched in the three cohorts of patients, with four related genes (ALAS2, AHSP, HBD and CA1) common to the three datasets. The gene expression of these genes is related to the outcome in in S1 and S2 patients, being more prominent in follow-up samples. The results obtained through the Immuno-Navigator showed a direct and statistically relationship between the expression of these four genes in samples of PBMC and neutrophils. Conclusion: We conclude that the heme/hemoglobin metabolism pathway is up-regulated in sepsis and may represent a protective response of white cells to the hostile environment present in septic patients.
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spelling Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumoniaGenetic signature related to heme and haemoglobin metabolism pathways in sepsis secondary to pneumoniaGene Expression ProfileHemoglobinCytoprotectionOutcomePerfilação Da Expressão GênicaHemoglobinasCitoproteçãoDesfechoObjective: In the present study we investigated the gene expression profiles of sepsis patients caused by community-acquired pneumonia (CAP) or hospital acquired pneumonia (HAP) and their relation with heme and hemoglobin metabolism. Methods: Three microarray datasets were used: GSE48080 (S1), E-MTAB-5273 (S2) and GSE65682 (S3). Samples from each data set were grouped according to patient outcomes and sample collection day. Samples of each dataset were grouped according to patients’ outcome and each sample collection day. The DEGs lists were obtained using the R package LIMMA. DEGs of the S1 dataset were used to construct and analyze four co-expression networks using GeneMANIA interaction database and Cytoscape. The analysis of the molecular signature related to the heme metabolism was performed using "Gene sets hallmark" present in Molecular Signatures Database v 6.2. Common DEGs between the signatures had their expression analyzed using the Immuno-Navigator database. Results: Through the analysis of networks in the data set S1, we found modules directly related to the heme/hemoglobin biosynthesis pathway present only in the networks of the surviving groups. The heme/hemoglobin metabolism pathway was found to be enriched in the three cohorts of patients, with four related genes (ALAS2, AHSP, HBD and CA1) common to the three datasets. The gene expression of these genes is related to the outcome in in S1 and S2 patients, being more prominent in follow-up samples. The results obtained through the Immuno-Navigator showed a direct and statistically relationship between the expression of these four genes in samples of PBMC and neutrophils. Conclusion: We conclude that the heme/hemoglobin metabolism pathway is up-regulated in sepsis and may represent a protective response of white cells to the hostile environment present in septic patients.Objetivo: No presente estudo investigamos os perfis de expressão gênica de pacientes com sepse secundária à pneumonia adquirida na comunidade (CAP) ou pneumonia adquirida no hospital (HAP), com foco no metabolismo de heme/hemoglobina em glóbulos brancos. Métodos: Para isso, foram utilizados três conjuntos de dados de microarray: GSE48080 (S1), E-MTAB-5273 (S2) e GSE65682 (S3). As amostras de cada conjunto de dados foram agrupadas e analisadas de acordo com os desfechos dos pacientes (grupo sobrevivente e grupo não sobrevivente) e dia de coleta da amostra (dia 0, 3, 5 e 7). As listas de genes diferencialmente expressos (DEGs) foram obtidas usando o pacote LIMMA presente no software livre R. Os DEGs do conjunto de S1 foram usados para construir e analisar quatro redes de co-expressão. A análise de enriquecimento funcional nos três conjuntos de dados foi realizada utilizando “hallmark gene sets” do Molecular Signatures Database, com foco na via de metabolismo de heme. Os DEGs encontrados em comum entre as assinaturas tiveram sua expressão analisada utilizando o banco de dados Immuno-Navigator. Resultados: Através da análise de redes no conjunto de dados S1, encontrados módulos relacionados à via de biossíntese de heme/hemoglobina presente apenas nas redes dos grupos sobreviventes. A via metabólica de heme/hemoglobina foi encontrada enriquecida nos três conjuntos de dados, com quatro genes comuns entre elas (ALAS2, AHSP, HBD e CA1). A expressão desses genes está relacionada ao desfecho nos pacientes em S1 e S2, sendo mais proeminente em amostras de seguimento (dia 3, 5 e 7). Os resultados obtidos através do Immuno-Navigator mostraram uma relação direta e estatisticamente significante entre a expressão desses quatro genes em amostras de PBMC e neutrófilos. Conclusão: Concluímos que a via do metabolismo de heme/hemoglobina é regulada positivamente na sepse e pode representar uma resposta protetora dos glóbulos brancos ao ambiente hostil presente nos pacientes sépticos.Dados abertos - Sucupira - Teses e dissertações (2019)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Universidade Federal de São Paulo (UNIFESP)Salomão, Reinaldo [UNIFESP]http://lattes.cnpq.br/8370334857007434http://lattes.cnpq.br/4816321606501748Universidade Federal de São Paulo (UNIFESP)Leite, Giuseppe Gianini Figueirêdo [UNIFESP]2021-01-19T16:32:05Z2021-01-19T16:32:05Z2019-05-30info:eu-repo/semantics/doctoralThesisinfo:eu-repo/semantics/publishedVersion78 f.application/pdfhttps://sucupira.capes.gov.br/sucupira/public/consultas/coleta/trabalhoConclusao/viewTrabalhoConclusao.jsf?popup=true&id_trabalho=7656547LEITE, Giuseppe Gianini Figueiredo. Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumonia. 2019. 79f. Tese (Doutorado em Medicina Translacional) – Escola Paulista de Medicina, Universidade Federal de São Paulo. São Paulo, 2019.Tese - versão final - Giuseppe Gianini Figueirêdo Leite.pdfhttps://repositorio.unifesp.br/handle/11600/59290porSão Pauloinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UNIFESPinstname:Universidade Federal de São Paulo (UNIFESP)instacron:UNIFESP2024-08-10T21:22:39Zoai:repositorio.unifesp.br/:11600/59290Repositório InstitucionalPUBhttp://www.repositorio.unifesp.br/oai/requestbiblioteca.csp@unifesp.bropendoar:34652024-08-10T21:22:39Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)false
dc.title.none.fl_str_mv Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumonia
Genetic signature related to heme and haemoglobin metabolism pathways in sepsis secondary to pneumonia
title Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumonia
spellingShingle Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumonia
Leite, Giuseppe Gianini Figueirêdo [UNIFESP]
Gene Expression Profile
Hemoglobin
Cytoprotection
Outcome
Perfilação Da Expressão Gênica
Hemoglobinas
Citoproteção
Desfecho
title_short Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumonia
title_full Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumonia
title_fullStr Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumonia
title_full_unstemmed Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumonia
title_sort Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumonia
author Leite, Giuseppe Gianini Figueirêdo [UNIFESP]
author_facet Leite, Giuseppe Gianini Figueirêdo [UNIFESP]
author_role author
dc.contributor.none.fl_str_mv Salomão, Reinaldo [UNIFESP]
http://lattes.cnpq.br/8370334857007434
http://lattes.cnpq.br/4816321606501748
Universidade Federal de São Paulo (UNIFESP)
dc.contributor.author.fl_str_mv Leite, Giuseppe Gianini Figueirêdo [UNIFESP]
dc.subject.por.fl_str_mv Gene Expression Profile
Hemoglobin
Cytoprotection
Outcome
Perfilação Da Expressão Gênica
Hemoglobinas
Citoproteção
Desfecho
topic Gene Expression Profile
Hemoglobin
Cytoprotection
Outcome
Perfilação Da Expressão Gênica
Hemoglobinas
Citoproteção
Desfecho
description Objective: In the present study we investigated the gene expression profiles of sepsis patients caused by community-acquired pneumonia (CAP) or hospital acquired pneumonia (HAP) and their relation with heme and hemoglobin metabolism. Methods: Three microarray datasets were used: GSE48080 (S1), E-MTAB-5273 (S2) and GSE65682 (S3). Samples from each data set were grouped according to patient outcomes and sample collection day. Samples of each dataset were grouped according to patients’ outcome and each sample collection day. The DEGs lists were obtained using the R package LIMMA. DEGs of the S1 dataset were used to construct and analyze four co-expression networks using GeneMANIA interaction database and Cytoscape. The analysis of the molecular signature related to the heme metabolism was performed using "Gene sets hallmark" present in Molecular Signatures Database v 6.2. Common DEGs between the signatures had their expression analyzed using the Immuno-Navigator database. Results: Through the analysis of networks in the data set S1, we found modules directly related to the heme/hemoglobin biosynthesis pathway present only in the networks of the surviving groups. The heme/hemoglobin metabolism pathway was found to be enriched in the three cohorts of patients, with four related genes (ALAS2, AHSP, HBD and CA1) common to the three datasets. The gene expression of these genes is related to the outcome in in S1 and S2 patients, being more prominent in follow-up samples. The results obtained through the Immuno-Navigator showed a direct and statistically relationship between the expression of these four genes in samples of PBMC and neutrophils. Conclusion: We conclude that the heme/hemoglobin metabolism pathway is up-regulated in sepsis and may represent a protective response of white cells to the hostile environment present in septic patients.
publishDate 2019
dc.date.none.fl_str_mv 2019-05-30
2021-01-19T16:32:05Z
2021-01-19T16:32:05Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://sucupira.capes.gov.br/sucupira/public/consultas/coleta/trabalhoConclusao/viewTrabalhoConclusao.jsf?popup=true&id_trabalho=7656547
LEITE, Giuseppe Gianini Figueiredo. Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumonia. 2019. 79f. Tese (Doutorado em Medicina Translacional) – Escola Paulista de Medicina, Universidade Federal de São Paulo. São Paulo, 2019.
Tese - versão final - Giuseppe Gianini Figueirêdo Leite.pdf
https://repositorio.unifesp.br/handle/11600/59290
url https://sucupira.capes.gov.br/sucupira/public/consultas/coleta/trabalhoConclusao/viewTrabalhoConclusao.jsf?popup=true&id_trabalho=7656547
https://repositorio.unifesp.br/handle/11600/59290
identifier_str_mv LEITE, Giuseppe Gianini Figueiredo. Assinatura gênica relacionada ao metabolismo de heme e hemoglobina na sepse secundária à pneumonia. 2019. 79f. Tese (Doutorado em Medicina Translacional) – Escola Paulista de Medicina, Universidade Federal de São Paulo. São Paulo, 2019.
Tese - versão final - Giuseppe Gianini Figueirêdo Leite.pdf
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 78 f.
application/pdf
dc.coverage.none.fl_str_mv São Paulo
dc.publisher.none.fl_str_mv Universidade Federal de São Paulo (UNIFESP)
publisher.none.fl_str_mv Universidade Federal de São Paulo (UNIFESP)
dc.source.none.fl_str_mv reponame:Repositório Institucional da UNIFESP
instname:Universidade Federal de São Paulo (UNIFESP)
instacron:UNIFESP
instname_str Universidade Federal de São Paulo (UNIFESP)
instacron_str UNIFESP
institution UNIFESP
reponame_str Repositório Institucional da UNIFESP
collection Repositório Institucional da UNIFESP
repository.name.fl_str_mv Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)
repository.mail.fl_str_mv biblioteca.csp@unifesp.br
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