MicroRNA-mRNA Co-sequencing Identifies Transcriptional and Post-transcriptional Regulatory Networks Underlying Muscle Wasting in Cancer Cachexia

Detalhes bibliográficos
Autor(a) principal: Fernandez, Geysson Javier [UNESP]
Data de Publicação: 2020
Outros Autores: Ferreira, Juarez Henrique [UNESP], Vechetti Jr, Ivan Jose [UNESP], Moraes, Leonardo Nazario de [UNESP], Cury, Sarah Santiloni [UNESP], Freire, Paula Paccielli [UNESP], Gutierrez, Jayson, Ferretti, Renato [UNESP], Dal-Pai-Silva, Maeli [UNESP], Rogatto, Silvia Regina, Carvalho, Robson Francisco [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.3389/fgene.2020.00541
http://hdl.handle.net/11449/197823
Resumo: Cancer cachexia is a metabolic syndrome with alterations in gene regulatory networks that consequently lead to skeletal muscle wasting. Integrating microRNAs-mRNAs omics profiles offers an opportunity to understand transcriptional and post-transcriptional regulatory networks underlying muscle wasting. Here, we used RNA sequencing to simultaneously integrate and explore microRNAs and mRNAs expression profiles in the tibialis anterior (TA) muscles of the Lewis Lung Carcinoma (LLC) model of cancer cachexia. We found 1,008 mRNAs and 18 microRNAs differentially expressed in cachectic mice compared with controls. Although our transcriptomic analysis demonstrated a high heterogeneity in mRNA profiles of cachectic mice, we identified a reduced number of differentially expressed genes that were uniformly regulated within cachectic muscles. This set of uniformly regulated genes is associated with the extracellular matrix (ECM), proteolysis, and inflammatory response. We also used transcriptomic data to perform enrichment analysis of transcriptional factor binding sites in promoter sequences, which revealed activation of the atrophy-related transcription factors NF-kappa B, Stat3, AP-1, and FoxO. Furthermore, the integration of mRNA and microRNA expression profiles identified post-transcriptional regulation by microRNAs of genes involved in ECM organization, cell migration, transcription factors binding, ion transport, and the FoxO signaling pathway. Our integrative analysis of microRNA-mRNA co-profiles comprehensively characterized regulatory relationships of molecular pathways and revealed microRNAs targeting ECM-associated genes in cancer cachexia.
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spelling MicroRNA-mRNA Co-sequencing Identifies Transcriptional and Post-transcriptional Regulatory Networks Underlying Muscle Wasting in Cancer CachexiaLewis Lung CancermiRNAstranscription factorsextracellular matrixcancer cachexiaCancer cachexia is a metabolic syndrome with alterations in gene regulatory networks that consequently lead to skeletal muscle wasting. Integrating microRNAs-mRNAs omics profiles offers an opportunity to understand transcriptional and post-transcriptional regulatory networks underlying muscle wasting. Here, we used RNA sequencing to simultaneously integrate and explore microRNAs and mRNAs expression profiles in the tibialis anterior (TA) muscles of the Lewis Lung Carcinoma (LLC) model of cancer cachexia. We found 1,008 mRNAs and 18 microRNAs differentially expressed in cachectic mice compared with controls. Although our transcriptomic analysis demonstrated a high heterogeneity in mRNA profiles of cachectic mice, we identified a reduced number of differentially expressed genes that were uniformly regulated within cachectic muscles. This set of uniformly regulated genes is associated with the extracellular matrix (ECM), proteolysis, and inflammatory response. We also used transcriptomic data to perform enrichment analysis of transcriptional factor binding sites in promoter sequences, which revealed activation of the atrophy-related transcription factors NF-kappa B, Stat3, AP-1, and FoxO. Furthermore, the integration of mRNA and microRNA expression profiles identified post-transcriptional regulation by microRNAs of genes involved in ECM organization, cell migration, transcription factors binding, ion transport, and the FoxO signaling pathway. Our integrative analysis of microRNA-mRNA co-profiles comprehensively characterized regulatory relationships of molecular pathways and revealed microRNAs targeting ECM-associated genes in cancer cachexia.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Sao Paulo State Univ, Inst Biosci, Dept Struct & Funct Biol, Botucatu, SP, BrazilUniv Antioquia, Fac Med, Medellin, ColombiaUniv Ghent, Dept Plant Biotechnol & Bioinformat, Ghent, BelgiumUniv Southern Denmark, Dept Clin Genet, Univ Hosp Southern Denmark, Inst Reg Hlth Res, Odense, DenmarkSao Paulo State Univ, Inst Biosci, Dept Struct & Funct Biol, Botucatu, SP, BrazilFAPESP: 12/13961-6FAPESP: 13/50343-1CNPq: 311530/2019-2FAPESP: 16/08294-1FAPESP: 14/13941-0FAPESP: 13/02005-0FAPESP: 11/16282-0Frontiers Media SaUniversidade Estadual Paulista (Unesp)Univ AntioquiaUniv GhentUniv Southern DenmarkFernandez, Geysson Javier [UNESP]Ferreira, Juarez Henrique [UNESP]Vechetti Jr, Ivan Jose [UNESP]Moraes, Leonardo Nazario de [UNESP]Cury, Sarah Santiloni [UNESP]Freire, Paula Paccielli [UNESP]Gutierrez, JaysonFerretti, Renato [UNESP]Dal-Pai-Silva, Maeli [UNESP]Rogatto, Silvia ReginaCarvalho, Robson Francisco [UNESP]2020-12-11T20:53:07Z2020-12-11T20:53:07Z2020-05-29info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article16http://dx.doi.org/10.3389/fgene.2020.00541Frontiers In Genetics. Lausanne: Frontiers Media Sa, v. 11, 16 p., 2020.http://hdl.handle.net/11449/19782310.3389/fgene.2020.00541WOS:00054229870000136816131600861750000-0003-3944-1906Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengFrontiers In Geneticsinfo:eu-repo/semantics/openAccess2021-10-23T15:09:12Zoai:repositorio.unesp.br:11449/197823Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T19:16:28.090904Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv MicroRNA-mRNA Co-sequencing Identifies Transcriptional and Post-transcriptional Regulatory Networks Underlying Muscle Wasting in Cancer Cachexia
title MicroRNA-mRNA Co-sequencing Identifies Transcriptional and Post-transcriptional Regulatory Networks Underlying Muscle Wasting in Cancer Cachexia
spellingShingle MicroRNA-mRNA Co-sequencing Identifies Transcriptional and Post-transcriptional Regulatory Networks Underlying Muscle Wasting in Cancer Cachexia
Fernandez, Geysson Javier [UNESP]
Lewis Lung Cancer
miRNAs
transcription factors
extracellular matrix
cancer cachexia
title_short MicroRNA-mRNA Co-sequencing Identifies Transcriptional and Post-transcriptional Regulatory Networks Underlying Muscle Wasting in Cancer Cachexia
title_full MicroRNA-mRNA Co-sequencing Identifies Transcriptional and Post-transcriptional Regulatory Networks Underlying Muscle Wasting in Cancer Cachexia
title_fullStr MicroRNA-mRNA Co-sequencing Identifies Transcriptional and Post-transcriptional Regulatory Networks Underlying Muscle Wasting in Cancer Cachexia
title_full_unstemmed MicroRNA-mRNA Co-sequencing Identifies Transcriptional and Post-transcriptional Regulatory Networks Underlying Muscle Wasting in Cancer Cachexia
title_sort MicroRNA-mRNA Co-sequencing Identifies Transcriptional and Post-transcriptional Regulatory Networks Underlying Muscle Wasting in Cancer Cachexia
author Fernandez, Geysson Javier [UNESP]
author_facet Fernandez, Geysson Javier [UNESP]
Ferreira, Juarez Henrique [UNESP]
Vechetti Jr, Ivan Jose [UNESP]
Moraes, Leonardo Nazario de [UNESP]
Cury, Sarah Santiloni [UNESP]
Freire, Paula Paccielli [UNESP]
Gutierrez, Jayson
Ferretti, Renato [UNESP]
Dal-Pai-Silva, Maeli [UNESP]
Rogatto, Silvia Regina
Carvalho, Robson Francisco [UNESP]
author_role author
author2 Ferreira, Juarez Henrique [UNESP]
Vechetti Jr, Ivan Jose [UNESP]
Moraes, Leonardo Nazario de [UNESP]
Cury, Sarah Santiloni [UNESP]
Freire, Paula Paccielli [UNESP]
Gutierrez, Jayson
Ferretti, Renato [UNESP]
Dal-Pai-Silva, Maeli [UNESP]
Rogatto, Silvia Regina
Carvalho, Robson Francisco [UNESP]
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Univ Antioquia
Univ Ghent
Univ Southern Denmark
dc.contributor.author.fl_str_mv Fernandez, Geysson Javier [UNESP]
Ferreira, Juarez Henrique [UNESP]
Vechetti Jr, Ivan Jose [UNESP]
Moraes, Leonardo Nazario de [UNESP]
Cury, Sarah Santiloni [UNESP]
Freire, Paula Paccielli [UNESP]
Gutierrez, Jayson
Ferretti, Renato [UNESP]
Dal-Pai-Silva, Maeli [UNESP]
Rogatto, Silvia Regina
Carvalho, Robson Francisco [UNESP]
dc.subject.por.fl_str_mv Lewis Lung Cancer
miRNAs
transcription factors
extracellular matrix
cancer cachexia
topic Lewis Lung Cancer
miRNAs
transcription factors
extracellular matrix
cancer cachexia
description Cancer cachexia is a metabolic syndrome with alterations in gene regulatory networks that consequently lead to skeletal muscle wasting. Integrating microRNAs-mRNAs omics profiles offers an opportunity to understand transcriptional and post-transcriptional regulatory networks underlying muscle wasting. Here, we used RNA sequencing to simultaneously integrate and explore microRNAs and mRNAs expression profiles in the tibialis anterior (TA) muscles of the Lewis Lung Carcinoma (LLC) model of cancer cachexia. We found 1,008 mRNAs and 18 microRNAs differentially expressed in cachectic mice compared with controls. Although our transcriptomic analysis demonstrated a high heterogeneity in mRNA profiles of cachectic mice, we identified a reduced number of differentially expressed genes that were uniformly regulated within cachectic muscles. This set of uniformly regulated genes is associated with the extracellular matrix (ECM), proteolysis, and inflammatory response. We also used transcriptomic data to perform enrichment analysis of transcriptional factor binding sites in promoter sequences, which revealed activation of the atrophy-related transcription factors NF-kappa B, Stat3, AP-1, and FoxO. Furthermore, the integration of mRNA and microRNA expression profiles identified post-transcriptional regulation by microRNAs of genes involved in ECM organization, cell migration, transcription factors binding, ion transport, and the FoxO signaling pathway. Our integrative analysis of microRNA-mRNA co-profiles comprehensively characterized regulatory relationships of molecular pathways and revealed microRNAs targeting ECM-associated genes in cancer cachexia.
publishDate 2020
dc.date.none.fl_str_mv 2020-12-11T20:53:07Z
2020-12-11T20:53:07Z
2020-05-29
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.3389/fgene.2020.00541
Frontiers In Genetics. Lausanne: Frontiers Media Sa, v. 11, 16 p., 2020.
http://hdl.handle.net/11449/197823
10.3389/fgene.2020.00541
WOS:000542298700001
3681613160086175
0000-0003-3944-1906
url http://dx.doi.org/10.3389/fgene.2020.00541
http://hdl.handle.net/11449/197823
identifier_str_mv Frontiers In Genetics. Lausanne: Frontiers Media Sa, v. 11, 16 p., 2020.
10.3389/fgene.2020.00541
WOS:000542298700001
3681613160086175
0000-0003-3944-1906
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Frontiers In Genetics
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 16
dc.publisher.none.fl_str_mv Frontiers Media Sa
publisher.none.fl_str_mv Frontiers Media Sa
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
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instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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