Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains
Autor(a) principal: | |
---|---|
Data de Publicação: | 2021 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UFRN |
Texto Completo: | https://repositorio.ufrn.br/handle/123456789/31194 https://doi.org/10.1038/s41514-020-00052-5 |
Resumo: | Alzheimer’s disease (AD) is the leading cause of dementia in aging individuals. Yet, the pathophysiological processes involved in AD onset and progression are still poorly understood. Among numerous strategies, a comprehensive overview of gene expression alterations in the diseased brain could contribute for a better understanding of the AD pathology. In this work, we probed the differential expression of genes in different brain regions of healthy and AD adult subjects using data from three large transcriptomic studies: Mayo Clinic, Mount Sinai Brain Bank (MSBB), and ROSMAP. Using a combination of differential expression of gene and isoform switch analyses, we provide a detailed landscape of gene expression alterations in the temporal and frontal lobes, harboring brain areas affected at early and late stages of the AD pathology, respectively. Next, we took advantage of an indirect approach to assign the complex gene expression changes revealed in bulk RNAseq to individual cell types/subtypes of the adult brain. This strategy allowed us to identify previously overlooked gene expression changes in the brain of AD patients. Among these alterations, we show isoform switches in the AD causal gene amyloid-beta precursor protein (APP) and the risk gene bridging integrator 1 (BIN1), which could have important functional consequences in neuronal cells. Altogether, our work proposes a novel integrative strategy to analyze RNAseq data in AD and other neurodegenerative diseases based on both gene/transcript expression and regional/cell-type specificities |
id |
UFRN_ba5c63739126b4cc2a61213f6ebb77bf |
---|---|
oai_identifier_str |
oai:https://repositorio.ufrn.br:123456789/31194 |
network_acronym_str |
UFRN |
network_name_str |
Repositório Institucional da UFRN |
repository_id_str |
|
spelling |
Coelho, Diego MarquesIohan, Lukas da Cruz CarvalhoFarias, Ana Raquel Melo deFlaig, AmandineLambert, Jean-CharlesCosta, Marcos Romualdo2021-01-05T17:23:02Z2021-01-05T17:23:02Z2021-01-04MARQUES-COELHO, Diego; IOHAN, Lukas da Cruz Carvalho; FARIAS, Ana Raquel Melo de; FLAIG, Amandine; LAMBERT, Jean-Charles; COSTA, Marcos Romualdo. Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains. Npj Aging And Mechanisms Of Disease, [S. l.], v. 7, n. 1, jan. 2021. doi: http://dx.doi.org/10.1038/s41514-020-00052-5. Disponível em: https://www.nature.com/articles/s41514-020-00052-5#citeas. Acesso em: 05 jan. 2021.https://repositorio.ufrn.br/handle/123456789/31194https://doi.org/10.1038/s41514-020-00052-5Springer Science and Business Media LLCAttribution 3.0 Brazilhttp://creativecommons.org/licenses/by/3.0/br/info:eu-repo/semantics/openAccessAlzheimer diseaseGene expressionTemporal lobeFrontal lobeGene expression profilingDifferential transcript usage unravels gene expression alterations in Alzheimer’s disease human brainsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleAlzheimer’s disease (AD) is the leading cause of dementia in aging individuals. Yet, the pathophysiological processes involved in AD onset and progression are still poorly understood. Among numerous strategies, a comprehensive overview of gene expression alterations in the diseased brain could contribute for a better understanding of the AD pathology. In this work, we probed the differential expression of genes in different brain regions of healthy and AD adult subjects using data from three large transcriptomic studies: Mayo Clinic, Mount Sinai Brain Bank (MSBB), and ROSMAP. Using a combination of differential expression of gene and isoform switch analyses, we provide a detailed landscape of gene expression alterations in the temporal and frontal lobes, harboring brain areas affected at early and late stages of the AD pathology, respectively. Next, we took advantage of an indirect approach to assign the complex gene expression changes revealed in bulk RNAseq to individual cell types/subtypes of the adult brain. This strategy allowed us to identify previously overlooked gene expression changes in the brain of AD patients. Among these alterations, we show isoform switches in the AD causal gene amyloid-beta precursor protein (APP) and the risk gene bridging integrator 1 (BIN1), which could have important functional consequences in neuronal cells. Altogether, our work proposes a novel integrative strategy to analyze RNAseq data in AD and other neurodegenerative diseases based on both gene/transcript expression and regional/cell-type specificitiesengreponame:Repositório Institucional da UFRNinstname:Universidade Federal do Rio Grande do Norte (UFRN)instacron:UFRNORIGINALDifferentialTranscriptUsage_Costa_2021.pdfDifferentialTranscriptUsage_Costa_2021.pdfDifferentialTranscriptUsage_Costa_2021application/pdf4378776https://repositorio.ufrn.br/bitstream/123456789/31194/1/DifferentialTranscriptUsage_Costa_2021.pdfe4050ab6d96c5cbe54327d716c602f43MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8914https://repositorio.ufrn.br/bitstream/123456789/31194/2/license_rdf4d2950bda3d176f570a9f8b328dfbbefMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81484https://repositorio.ufrn.br/bitstream/123456789/31194/3/license.txte9597aa2854d128fd968be5edc8a28d9MD53TEXTDifferentialTranscriptUsage_Costa_2021.pdf.txtDifferentialTranscriptUsage_Costa_2021.pdf.txtExtracted texttext/plain71874https://repositorio.ufrn.br/bitstream/123456789/31194/4/DifferentialTranscriptUsage_Costa_2021.pdf.txtfb458017821806f55b5d12105db0fb24MD54THUMBNAILDifferentialTranscriptUsage_Costa_2021.pdf.jpgDifferentialTranscriptUsage_Costa_2021.pdf.jpgGenerated Thumbnailimage/jpeg1899https://repositorio.ufrn.br/bitstream/123456789/31194/5/DifferentialTranscriptUsage_Costa_2021.pdf.jpg59c5da6eaf1a203107702c0d81ac5d64MD55123456789/311942021-01-10 04:54:16.724oai:https://repositorio.ufrn.br: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Repositório de PublicaçõesPUBhttp://repositorio.ufrn.br/oai/opendoar:2021-01-10T07:54:16Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN)false |
dc.title.pt_BR.fl_str_mv |
Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains |
title |
Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains |
spellingShingle |
Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains Coelho, Diego Marques Alzheimer disease Gene expression Temporal lobe Frontal lobe Gene expression profiling |
title_short |
Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains |
title_full |
Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains |
title_fullStr |
Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains |
title_full_unstemmed |
Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains |
title_sort |
Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains |
author |
Coelho, Diego Marques |
author_facet |
Coelho, Diego Marques Iohan, Lukas da Cruz Carvalho Farias, Ana Raquel Melo de Flaig, Amandine Lambert, Jean-Charles Costa, Marcos Romualdo |
author_role |
author |
author2 |
Iohan, Lukas da Cruz Carvalho Farias, Ana Raquel Melo de Flaig, Amandine Lambert, Jean-Charles Costa, Marcos Romualdo |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
Coelho, Diego Marques Iohan, Lukas da Cruz Carvalho Farias, Ana Raquel Melo de Flaig, Amandine Lambert, Jean-Charles Costa, Marcos Romualdo |
dc.subject.por.fl_str_mv |
Alzheimer disease Gene expression Temporal lobe Frontal lobe Gene expression profiling |
topic |
Alzheimer disease Gene expression Temporal lobe Frontal lobe Gene expression profiling |
description |
Alzheimer’s disease (AD) is the leading cause of dementia in aging individuals. Yet, the pathophysiological processes involved in AD onset and progression are still poorly understood. Among numerous strategies, a comprehensive overview of gene expression alterations in the diseased brain could contribute for a better understanding of the AD pathology. In this work, we probed the differential expression of genes in different brain regions of healthy and AD adult subjects using data from three large transcriptomic studies: Mayo Clinic, Mount Sinai Brain Bank (MSBB), and ROSMAP. Using a combination of differential expression of gene and isoform switch analyses, we provide a detailed landscape of gene expression alterations in the temporal and frontal lobes, harboring brain areas affected at early and late stages of the AD pathology, respectively. Next, we took advantage of an indirect approach to assign the complex gene expression changes revealed in bulk RNAseq to individual cell types/subtypes of the adult brain. This strategy allowed us to identify previously overlooked gene expression changes in the brain of AD patients. Among these alterations, we show isoform switches in the AD causal gene amyloid-beta precursor protein (APP) and the risk gene bridging integrator 1 (BIN1), which could have important functional consequences in neuronal cells. Altogether, our work proposes a novel integrative strategy to analyze RNAseq data in AD and other neurodegenerative diseases based on both gene/transcript expression and regional/cell-type specificities |
publishDate |
2021 |
dc.date.accessioned.fl_str_mv |
2021-01-05T17:23:02Z |
dc.date.available.fl_str_mv |
2021-01-05T17:23:02Z |
dc.date.issued.fl_str_mv |
2021-01-04 |
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.citation.fl_str_mv |
MARQUES-COELHO, Diego; IOHAN, Lukas da Cruz Carvalho; FARIAS, Ana Raquel Melo de; FLAIG, Amandine; LAMBERT, Jean-Charles; COSTA, Marcos Romualdo. Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains. Npj Aging And Mechanisms Of Disease, [S. l.], v. 7, n. 1, jan. 2021. doi: http://dx.doi.org/10.1038/s41514-020-00052-5. Disponível em: https://www.nature.com/articles/s41514-020-00052-5#citeas. Acesso em: 05 jan. 2021. |
dc.identifier.uri.fl_str_mv |
https://repositorio.ufrn.br/handle/123456789/31194 |
dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.1038/s41514-020-00052-5 |
identifier_str_mv |
MARQUES-COELHO, Diego; IOHAN, Lukas da Cruz Carvalho; FARIAS, Ana Raquel Melo de; FLAIG, Amandine; LAMBERT, Jean-Charles; COSTA, Marcos Romualdo. Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains. Npj Aging And Mechanisms Of Disease, [S. l.], v. 7, n. 1, jan. 2021. doi: http://dx.doi.org/10.1038/s41514-020-00052-5. Disponível em: https://www.nature.com/articles/s41514-020-00052-5#citeas. Acesso em: 05 jan. 2021. |
url |
https://repositorio.ufrn.br/handle/123456789/31194 https://doi.org/10.1038/s41514-020-00052-5 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
Attribution 3.0 Brazil http://creativecommons.org/licenses/by/3.0/br/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Attribution 3.0 Brazil http://creativecommons.org/licenses/by/3.0/br/ |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Springer Science and Business Media LLC |
publisher.none.fl_str_mv |
Springer Science and Business Media LLC |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da UFRN instname:Universidade Federal do Rio Grande do Norte (UFRN) instacron:UFRN |
instname_str |
Universidade Federal do Rio Grande do Norte (UFRN) |
instacron_str |
UFRN |
institution |
UFRN |
reponame_str |
Repositório Institucional da UFRN |
collection |
Repositório Institucional da UFRN |
bitstream.url.fl_str_mv |
https://repositorio.ufrn.br/bitstream/123456789/31194/1/DifferentialTranscriptUsage_Costa_2021.pdf https://repositorio.ufrn.br/bitstream/123456789/31194/2/license_rdf https://repositorio.ufrn.br/bitstream/123456789/31194/3/license.txt https://repositorio.ufrn.br/bitstream/123456789/31194/4/DifferentialTranscriptUsage_Costa_2021.pdf.txt https://repositorio.ufrn.br/bitstream/123456789/31194/5/DifferentialTranscriptUsage_Costa_2021.pdf.jpg |
bitstream.checksum.fl_str_mv |
e4050ab6d96c5cbe54327d716c602f43 4d2950bda3d176f570a9f8b328dfbbef e9597aa2854d128fd968be5edc8a28d9 fb458017821806f55b5d12105db0fb24 59c5da6eaf1a203107702c0d81ac5d64 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 MD5 |
repository.name.fl_str_mv |
Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN) |
repository.mail.fl_str_mv |
|
_version_ |
1814832820918419456 |