Transcriptional profile of induced and primary neurons reveals new candidate genes for lineage reprogramming

Detalhes bibliográficos
Autor(a) principal: Coelho, Diego M
Data de Publicação: 2017
Outros Autores: Souza, Sandro José de, Costa, Marcos Romualdo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRN
Texto Completo: https://repositorio.ufrn.br/jspui/handle/123456789/23672
Resumo: Somatic cells can be directly reprogrammed into neurons through the expression of few transcription factors. However, the precise mechanisms involved in the lineage-conversion are poorly understood. Similarly, it remains unclear how similar lineage-reprogrammed induced neurons (iNs) are to bona fide central nervous system neurons. In this work, we used an unsupervised machine-learning approach to compare the transcriptional profiles of lineage-reprogrammed mouse embryonic fibroblasts (MEFs), mouse embryonic telencephalon neural progenitors and neurons, as well as mouse postnatal cerebral cortex neurons. We show that the transcriptional profile of a subpopulation of lineage-reprogrammed MEFs resembles that of primary neural progenitors and neurons, indicating that the intermediate steps enacted by reprogramming factors within MEFs during the transition to iNs are similar to those observed during primary neuron differentiation. Finally, by comparing the transcriptional profiles of MEFs that undertook a neuronal pathway to that of MEFs adopting a myogenic fate or retaining fibroblast features we identified potential candidates to improve the efficiency for lineage conversion of those cells into neurons.
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spelling Coelho, Diego MSouza, Sandro José deCosta, Marcos Romualdo2017-07-21T12:05:22Z2017-07-21T12:05:22Z2017-07-21https://repositorio.ufrn.br/jspui/handle/123456789/2367210.19185/matters.201704000019engMattersDirect Lineage ReprogrammingDevelopmental NeurobiologyPrimary NeuronsTranscriptional profile of induced and primary neurons reveals new candidate genes for lineage reprogramminginfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleSomatic cells can be directly reprogrammed into neurons through the expression of few transcription factors. However, the precise mechanisms involved in the lineage-conversion are poorly understood. Similarly, it remains unclear how similar lineage-reprogrammed induced neurons (iNs) are to bona fide central nervous system neurons. In this work, we used an unsupervised machine-learning approach to compare the transcriptional profiles of lineage-reprogrammed mouse embryonic fibroblasts (MEFs), mouse embryonic telencephalon neural progenitors and neurons, as well as mouse postnatal cerebral cortex neurons. We show that the transcriptional profile of a subpopulation of lineage-reprogrammed MEFs resembles that of primary neural progenitors and neurons, indicating that the intermediate steps enacted by reprogramming factors within MEFs during the transition to iNs are similar to those observed during primary neuron differentiation. Finally, by comparing the transcriptional profiles of MEFs that undertook a neuronal pathway to that of MEFs adopting a myogenic fate or retaining fibroblast features we identified potential candidates to improve the efficiency for lineage conversion of those cells into neurons.info:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRNinstname:Universidade Federal do Rio Grande do Norte (UFRN)instacron:UFRNLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.ufrn.br/bitstream/123456789/23672/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52ORIGINALMarcosCosta_ICE_2017_Transcriptional profile of induced.pdfMarcosCosta_ICE_2017_Transcriptional profile of induced.pdfArtigo Completoapplication/pdf1392013https://repositorio.ufrn.br/bitstream/123456789/23672/1/MarcosCosta_ICE_2017_Transcriptional%20profile%20of%20induced.pdfe5041134769d25ff07638de77d0638f6MD51TEXTMarcosCosta_ICE_2017_Transcriptional profile of induced.pdf.txtMarcosCosta_ICE_2017_Transcriptional profile of induced.pdf.txtExtracted texttext/plain26350https://repositorio.ufrn.br/bitstream/123456789/23672/5/MarcosCosta_ICE_2017_Transcriptional%20profile%20of%20induced.pdf.txt314590d05eae766edd1b0ed9a283b814MD55THUMBNAILMarcosCosta_ICE_2017_Transcriptional profile of induced.pdf.jpgMarcosCosta_ICE_2017_Transcriptional profile of induced.pdf.jpgIM Thumbnailimage/jpeg7905https://repositorio.ufrn.br/bitstream/123456789/23672/6/MarcosCosta_ICE_2017_Transcriptional%20profile%20of%20induced.pdf.jpg2e30a7a77c2493ed2eff28b423296a7eMD56123456789/236722021-07-09 17:31:49.65oai:https://repositorio.ufrn.br:123456789/23672Tk9URTogUExBQ0UgWU9VUiBPV04gTElDRU5TRSBIRVJFClRoaXMgc2FtcGxlIGxpY2Vuc2UgaXMgcHJvdmlkZWQgZm9yIGluZm9ybWF0aW9uYWwgcHVycG9zZXMgb25seS4KCk5PTi1FWENMVVNJVkUgRElTVFJJQlVUSU9OIExJQ0VOU0UKCkJ5IHNpZ25pbmcgYW5kIHN1Ym1pdHRpbmcgdGhpcyBsaWNlbnNlLCB5b3UgKHRoZSBhdXRob3Iocykgb3IgY29weXJpZ2h0Cm93bmVyKSBncmFudHMgdG8gRFNwYWNlIFVuaXZlcnNpdHkgKERTVSkgdGhlIG5vbi1leGNsdXNpdmUgcmlnaHQgdG8gcmVwcm9kdWNlLAp0cmFuc2xhdGUgKGFzIGRlZmluZWQgYmVsb3cpLCBhbmQvb3IgZGlzdHJpYnV0ZSB5b3VyIHN1Ym1pc3Npb24gKGluY2x1ZGluZwp0aGUgYWJzdHJhY3QpIHdvcmxkd2lkZSBpbiBwcmludCBhbmQgZWxlY3Ryb25pYyBmb3JtYXQgYW5kIGluIGFueSBtZWRpdW0sCmluY2x1ZGluZyBidXQgbm90IGxpbWl0ZWQgdG8gYXVkaW8gb3IgdmlkZW8uCgpZb3UgYWdyZWUgdGhhdCBEU1UgbWF5LCB3aXRob3V0IGNoYW5naW5nIHRoZSBjb250ZW50LCB0cmFuc2xhdGUgdGhlCnN1Ym1pc3Npb24gdG8gYW55IG1lZGl1bSBvciBmb3JtYXQgZm9yIHRoZSBwdXJwb3NlIG9mIHByZXNlcnZhdGlvbi4KCllvdSBhbHNvIGFncmVlIHRoYXQgRFNVIG1heSBrZWVwIG1vcmUgdGhhbiBvbmUgY29weSBvZiB0aGlzIHN1Ym1pc3Npb24gZm9yCnB1cnBvc2VzIG9mIHNlY3VyaXR5LCBiYWNrLXVwIGFuZCBwcmVzZXJ2YXRpb24uCgpZb3UgcmVwcmVzZW50IHRoYXQgdGhlIHN1Ym1pc3Npb24gaXMgeW91ciBvcmlnaW5hbCB3b3JrLCBhbmQgdGhhdCB5b3UgaGF2ZQp0aGUgcmlnaHQgdG8gZ3JhbnQgdGhlIHJpZ2h0cyBjb250YWluZWQgaW4gdGhpcyBsaWNlbnNlLiBZb3UgYWxzbyByZXByZXNlbnQKdGhhdCB5b3VyIHN1Ym1pc3Npb24gZG9lcyBub3QsIHRvIHRoZSBiZXN0IG9mIHlvdXIga25vd2xlZGdlLCBpbmZyaW5nZSB1cG9uCmFueW9uZSdzIGNvcHlyaWdodC4KCklmIHRoZSBzdWJtaXNzaW9uIGNvbnRhaW5zIG1hdGVyaWFsIGZvciB3aGljaCB5b3UgZG8gbm90IGhvbGQgY29weXJpZ2h0LAp5b3UgcmVwcmVzZW50IHRoYXQgeW91IGhhdmUgb2J0YWluZWQgdGhlIHVucmVzdHJpY3RlZCBwZXJtaXNzaW9uIG9mIHRoZQpjb3B5cmlnaHQgb3duZXIgdG8gZ3JhbnQgRFNVIHRoZSByaWdodHMgcmVxdWlyZWQgYnkgdGhpcyBsaWNlbnNlLCBhbmQgdGhhdApzdWNoIHRoaXJkLXBhcnR5IG93bmVkIG1hdGVyaWFsIGlzIGNsZWFybHkgaWRlbnRpZmllZCBhbmQgYWNrbm93bGVkZ2VkCndpdGhpbiB0aGUgdGV4dCBvciBjb250ZW50IG9mIHRoZSBzdWJtaXNzaW9uLgoKSUYgVEhFIFNVQk1JU1NJT04gSVMgQkFTRUQgVVBPTiBXT1JLIFRIQVQgSEFTIEJFRU4gU1BPTlNPUkVEIE9SIFNVUFBPUlRFRApCWSBBTiBBR0VOQ1kgT1IgT1JHQU5JWkFUSU9OIE9USEVSIFRIQU4gRFNVLCBZT1UgUkVQUkVTRU5UIFRIQVQgWU9VIEhBVkUKRlVMRklMTEVEIEFOWSBSSUdIVCBPRiBSRVZJRVcgT1IgT1RIRVIgT0JMSUdBVElPTlMgUkVRVUlSRUQgQlkgU1VDSApDT05UUkFDVCBPUiBBR1JFRU1FTlQuCgpEU1Ugd2lsbCBjbGVhcmx5IGlkZW50aWZ5IHlvdXIgbmFtZShzKSBhcyB0aGUgYXV0aG9yKHMpIG9yIG93bmVyKHMpIG9mIHRoZQpzdWJtaXNzaW9uLCBhbmQgd2lsbCBub3QgbWFrZSBhbnkgYWx0ZXJhdGlvbiwgb3RoZXIgdGhhbiBhcyBhbGxvd2VkIGJ5IHRoaXMKbGljZW5zZSwgdG8geW91ciBzdWJtaXNzaW9uLgo=Repositório de PublicaçõesPUBhttp://repositorio.ufrn.br/oai/opendoar:2021-07-09T20:31:49Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN)false
dc.title.pt_BR.fl_str_mv Transcriptional profile of induced and primary neurons reveals new candidate genes for lineage reprogramming
title Transcriptional profile of induced and primary neurons reveals new candidate genes for lineage reprogramming
spellingShingle Transcriptional profile of induced and primary neurons reveals new candidate genes for lineage reprogramming
Coelho, Diego M
Direct Lineage Reprogramming
Developmental Neurobiology
Primary Neurons
title_short Transcriptional profile of induced and primary neurons reveals new candidate genes for lineage reprogramming
title_full Transcriptional profile of induced and primary neurons reveals new candidate genes for lineage reprogramming
title_fullStr Transcriptional profile of induced and primary neurons reveals new candidate genes for lineage reprogramming
title_full_unstemmed Transcriptional profile of induced and primary neurons reveals new candidate genes for lineage reprogramming
title_sort Transcriptional profile of induced and primary neurons reveals new candidate genes for lineage reprogramming
author Coelho, Diego M
author_facet Coelho, Diego M
Souza, Sandro José de
Costa, Marcos Romualdo
author_role author
author2 Souza, Sandro José de
Costa, Marcos Romualdo
author2_role author
author
dc.contributor.author.fl_str_mv Coelho, Diego M
Souza, Sandro José de
Costa, Marcos Romualdo
dc.subject.por.fl_str_mv Direct Lineage Reprogramming
Developmental Neurobiology
Primary Neurons
topic Direct Lineage Reprogramming
Developmental Neurobiology
Primary Neurons
description Somatic cells can be directly reprogrammed into neurons through the expression of few transcription factors. However, the precise mechanisms involved in the lineage-conversion are poorly understood. Similarly, it remains unclear how similar lineage-reprogrammed induced neurons (iNs) are to bona fide central nervous system neurons. In this work, we used an unsupervised machine-learning approach to compare the transcriptional profiles of lineage-reprogrammed mouse embryonic fibroblasts (MEFs), mouse embryonic telencephalon neural progenitors and neurons, as well as mouse postnatal cerebral cortex neurons. We show that the transcriptional profile of a subpopulation of lineage-reprogrammed MEFs resembles that of primary neural progenitors and neurons, indicating that the intermediate steps enacted by reprogramming factors within MEFs during the transition to iNs are similar to those observed during primary neuron differentiation. Finally, by comparing the transcriptional profiles of MEFs that undertook a neuronal pathway to that of MEFs adopting a myogenic fate or retaining fibroblast features we identified potential candidates to improve the efficiency for lineage conversion of those cells into neurons.
publishDate 2017
dc.date.accessioned.fl_str_mv 2017-07-21T12:05:22Z
dc.date.available.fl_str_mv 2017-07-21T12:05:22Z
dc.date.issued.fl_str_mv 2017-07-21
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv https://repositorio.ufrn.br/jspui/handle/123456789/23672
dc.identifier.doi.none.fl_str_mv 10.19185/matters.201704000019
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identifier_str_mv 10.19185/matters.201704000019
dc.language.iso.fl_str_mv eng
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