MicroRNA-mRNA Co-sequencing Identifies Transcriptional and Post-transcriptional Regulatory Networks Underlying Muscle Wasting in Cancer Cachexia
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , , , , , , |
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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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 instname:Universidade Estadual Paulista (UNESP) 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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1808129044419444736 |