Cargando…

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

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, activat...

Descripción completa

Detalles Bibliográficos
Autores principales: Reis, Clovis F., de Souza, Iara D., Morais, Diego A. A., Oliveira, Raffael A. C., Imparato, Danilo O., de Almeida, Rita M. C., Dalmolin, Rodrigo J. S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6748217/
https://www.ncbi.nlm.nih.gov/pubmed/31552095
http://dx.doi.org/10.3389/fgene.2019.00791
_version_ 1783452054694395904
author Reis, Clovis F.
de Souza, Iara D.
Morais, Diego A. A.
Oliveira, Raffael A. C.
Imparato, Danilo O.
de Almeida, Rita M. C.
Dalmolin, Rodrigo J. S.
author_facet Reis, Clovis F.
de Souza, Iara D.
Morais, Diego A. A.
Oliveira, Raffael A. C.
Imparato, Danilo O.
de Almeida, Rita M. C.
Dalmolin, Rodrigo J. S.
author_sort Reis, Clovis F.
collection PubMed
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.
format Online
Article
Text
id pubmed-6748217
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-67482172019-09-24 Systems Biology-Based Analysis Indicates Global Transcriptional Impairment in Lead-Treated Human Neural Progenitor Cells Reis, Clovis F. de Souza, Iara D. Morais, Diego A. A. Oliveira, Raffael A. C. Imparato, Danilo O. de Almeida, Rita M. C. Dalmolin, Rodrigo J. S. Front Genet Genetics 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. Frontiers Media S.A. 2019-09-10 /pmc/articles/PMC6748217/ /pubmed/31552095 http://dx.doi.org/10.3389/fgene.2019.00791 Text en Copyright © 2019 Reis, de Souza, Morais, Oliveira, Imparato, de Almeida and Dalmolin http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Reis, Clovis F.
de Souza, Iara D.
Morais, Diego A. A.
Oliveira, Raffael A. C.
Imparato, Danilo O.
de Almeida, Rita M. C.
Dalmolin, Rodrigo J. S.
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
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_short 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
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6748217/
https://www.ncbi.nlm.nih.gov/pubmed/31552095
http://dx.doi.org/10.3389/fgene.2019.00791
work_keys_str_mv AT reisclovisf systemsbiologybasedanalysisindicatesglobaltranscriptionalimpairmentinleadtreatedhumanneuralprogenitorcells
AT desouzaiarad systemsbiologybasedanalysisindicatesglobaltranscriptionalimpairmentinleadtreatedhumanneuralprogenitorcells
AT moraisdiegoaa systemsbiologybasedanalysisindicatesglobaltranscriptionalimpairmentinleadtreatedhumanneuralprogenitorcells
AT oliveiraraffaelac systemsbiologybasedanalysisindicatesglobaltranscriptionalimpairmentinleadtreatedhumanneuralprogenitorcells
AT imparatodaniloo systemsbiologybasedanalysisindicatesglobaltranscriptionalimpairmentinleadtreatedhumanneuralprogenitorcells
AT dealmeidaritamc systemsbiologybasedanalysisindicatesglobaltranscriptionalimpairmentinleadtreatedhumanneuralprogenitorcells
AT dalmolinrodrigojs systemsbiologybasedanalysisindicatesglobaltranscriptionalimpairmentinleadtreatedhumanneuralprogenitorcells