Systems Biology-Based Analysis Indicates Global Transcriptional Impairment in Lead-Treated Human Neural Progenitor Cells

Detalhes bibliográficos
Autor(a) principal: Reis, Clovis Ferreira dos
Data de Publicação: 2017
Outros Autores: Souza, Iara Dantas de, Morais, Diego Arthur de Azevedo, Oliveira, Raffael Azevedo, Imparato, Danilo Oliveira, Almeida, Rita Maria Cunha de, Dalmolin, Rodrigo Juliani Siqueira
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRGS
Texto Completo: http://hdl.handle.net/10183/200510
Resumo: Lead poisoning effects are wide and include nervous system impairment, peculiarly during development, leading to neural damage. Lead interaction with calcium and zinc-containing metalloproteins broadly affects cellular metabolism since these proteins are related to intracellular ion balance, activation of signaling transduction cascades, and gene expression regulation. In spite of lead being recognized as a neurotoxin, there are gaps in knowledge about the global effect of lead in modulating the transcription of entire cellular systems in neural cells. In order to investigate the effects of lead poisoning in a systemic perspective, we applied the transcriptogram methodology in an RNA-seq dataset of human embryonic-derived neural progenitor cells (ES-NP cells) treated with 30 µM lead acetate for 26 days. We observed early downregulation of several cellular systems involved with cell differentiation, such as cytoskeleton organization, RNA, and protein biosynthesis. The downregulated cellular systems presented big and tightly connected networks. For long treatment times (12 to 26 days), it was possible to observe a massive impairment in cell transcription profile. Taking the enriched terms together, we observed interference in all layers of gene expression regulation, from chromatin remodeling to vesicle transport. Considering that ES-NP cells are progenitor cells that can originate other neural cell types, our results suggest that lead-induced gene expression disturbance might impair cells’ ability to differentiate, therefore influencing ES-NP cells’ fate.
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spelling Reis, Clovis Ferreira dosSouza, Iara Dantas deMorais, Diego Arthur de AzevedoOliveira, Raffael AzevedoImparato, Danilo OliveiraAlmeida, Rita Maria Cunha deDalmolin, Rodrigo Juliani Siqueira2019-10-11T03:54:43Z20171664-8021http://hdl.handle.net/10183/200510001103720Lead poisoning effects are wide and include nervous system impairment, peculiarly during development, leading to neural damage. Lead interaction with calcium and zinc-containing metalloproteins broadly affects cellular metabolism since these proteins are related to intracellular ion balance, activation of signaling transduction cascades, and gene expression regulation. In spite of lead being recognized as a neurotoxin, there are gaps in knowledge about the global effect of lead in modulating the transcription of entire cellular systems in neural cells. In order to investigate the effects of lead poisoning in a systemic perspective, we applied the transcriptogram methodology in an RNA-seq dataset of human embryonic-derived neural progenitor cells (ES-NP cells) treated with 30 µM lead acetate for 26 days. We observed early downregulation of several cellular systems involved with cell differentiation, such as cytoskeleton organization, RNA, and protein biosynthesis. The downregulated cellular systems presented big and tightly connected networks. For long treatment times (12 to 26 days), it was possible to observe a massive impairment in cell transcription profile. Taking the enriched terms together, we observed interference in all layers of gene expression regulation, from chromatin remodeling to vesicle transport. Considering that ES-NP cells are progenitor cells that can originate other neural cell types, our results suggest that lead-induced gene expression disturbance might impair cells’ ability to differentiate, therefore influencing ES-NP cells’ fate.application/pdfengFrontiers in Genetics. Lausanne. Vol. 10 (Sep. 2019), art. 791, p. 1-11Metabolismo celularChumboRNATranscriptogramaLead exposureLead poisoningTranscriptogramerRNA-seqTranscriptome analysisNetwork inferenceData integrationnetwork visualizationSystems Biology-Based Analysis Indicates Global Transcriptional Impairment in Lead-Treated Human Neural Progenitor CellsEstrangeiroinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRGSinstname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSTEXT001103720.pdf.txt001103720.pdf.txtExtracted Texttext/plain56813http://www.lume.ufrgs.br/bitstream/10183/200510/2/001103720.pdf.txt63a96f5198eaf4a9cad9ba7e51d73f5bMD52ORIGINAL001103720.pdfTexto completo (inglês)application/pdf3541760http://www.lume.ufrgs.br/bitstream/10183/200510/1/001103720.pdfaba13511bc9807138bc1ca87158590f8MD5110183/2005102024-03-29 06:17:24.527167oai:www.lume.ufrgs.br:10183/200510Repositório de PublicaçõesPUBhttps://lume.ufrgs.br/oai/requestopendoar:2024-03-29T09:17:24Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)false
dc.title.pt_BR.fl_str_mv Systems Biology-Based Analysis Indicates Global Transcriptional Impairment in Lead-Treated Human Neural Progenitor Cells
title Systems Biology-Based Analysis Indicates Global Transcriptional Impairment in Lead-Treated Human Neural Progenitor Cells
spellingShingle Systems Biology-Based Analysis Indicates Global Transcriptional Impairment in Lead-Treated Human Neural Progenitor Cells
Reis, Clovis Ferreira dos
Metabolismo celular
Chumbo
RNA
Transcriptograma
Lead exposure
Lead poisoning
Transcriptogramer
RNA-seq
Transcriptome analysis
Network inference
Data integration
network visualization
title_short Systems Biology-Based Analysis Indicates Global Transcriptional Impairment in Lead-Treated Human Neural Progenitor Cells
title_full Systems Biology-Based Analysis Indicates Global Transcriptional Impairment in Lead-Treated Human Neural Progenitor Cells
title_fullStr Systems Biology-Based Analysis Indicates Global Transcriptional Impairment in Lead-Treated Human Neural Progenitor Cells
title_full_unstemmed Systems Biology-Based Analysis Indicates Global Transcriptional Impairment in Lead-Treated Human Neural Progenitor Cells
title_sort Systems Biology-Based Analysis Indicates Global Transcriptional Impairment in Lead-Treated Human Neural Progenitor Cells
author Reis, Clovis Ferreira dos
author_facet Reis, Clovis Ferreira dos
Souza, Iara Dantas de
Morais, Diego Arthur de Azevedo
Oliveira, Raffael Azevedo
Imparato, Danilo Oliveira
Almeida, Rita Maria Cunha de
Dalmolin, Rodrigo Juliani Siqueira
author_role author
author2 Souza, Iara Dantas de
Morais, Diego Arthur de Azevedo
Oliveira, Raffael Azevedo
Imparato, Danilo Oliveira
Almeida, Rita Maria Cunha de
Dalmolin, Rodrigo Juliani Siqueira
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Reis, Clovis Ferreira dos
Souza, Iara Dantas de
Morais, Diego Arthur de Azevedo
Oliveira, Raffael Azevedo
Imparato, Danilo Oliveira
Almeida, Rita Maria Cunha de
Dalmolin, Rodrigo Juliani Siqueira
dc.subject.por.fl_str_mv Metabolismo celular
Chumbo
RNA
Transcriptograma
topic Metabolismo celular
Chumbo
RNA
Transcriptograma
Lead exposure
Lead poisoning
Transcriptogramer
RNA-seq
Transcriptome analysis
Network inference
Data integration
network visualization
dc.subject.eng.fl_str_mv Lead exposure
Lead poisoning
Transcriptogramer
RNA-seq
Transcriptome analysis
Network inference
Data integration
network visualization
description Lead poisoning effects are wide and include nervous system impairment, peculiarly during development, leading to neural damage. Lead interaction with calcium and zinc-containing metalloproteins broadly affects cellular metabolism since these proteins are related to intracellular ion balance, activation of signaling transduction cascades, and gene expression regulation. In spite of lead being recognized as a neurotoxin, there are gaps in knowledge about the global effect of lead in modulating the transcription of entire cellular systems in neural cells. In order to investigate the effects of lead poisoning in a systemic perspective, we applied the transcriptogram methodology in an RNA-seq dataset of human embryonic-derived neural progenitor cells (ES-NP cells) treated with 30 µM lead acetate for 26 days. We observed early downregulation of several cellular systems involved with cell differentiation, such as cytoskeleton organization, RNA, and protein biosynthesis. The downregulated cellular systems presented big and tightly connected networks. For long treatment times (12 to 26 days), it was possible to observe a massive impairment in cell transcription profile. Taking the enriched terms together, we observed interference in all layers of gene expression regulation, from chromatin remodeling to vesicle transport. Considering that ES-NP cells are progenitor cells that can originate other neural cell types, our results suggest that lead-induced gene expression disturbance might impair cells’ ability to differentiate, therefore influencing ES-NP cells’ fate.
publishDate 2017
dc.date.issued.fl_str_mv 2017
dc.date.accessioned.fl_str_mv 2019-10-11T03:54:43Z
dc.type.driver.fl_str_mv Estrangeiro
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10183/200510
dc.identifier.issn.pt_BR.fl_str_mv 1664-8021
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url http://hdl.handle.net/10183/200510
dc.language.iso.fl_str_mv eng
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dc.relation.ispartof.pt_BR.fl_str_mv Frontiers in Genetics. Lausanne. Vol. 10 (Sep. 2019), art. 791, p. 1-11
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFRGS
instname:Universidade Federal do Rio Grande do Sul (UFRGS)
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institution UFRGS
reponame_str Repositório Institucional da UFRGS
collection Repositório Institucional da UFRGS
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