Differential transcript usage unravels gene expression alterations in Alzheimer’s disease human brains

Detalhes bibliográficos
Autor(a) principal: Coelho, Diego Marques
Data de Publicação: 2021
Outros Autores: Iohan, Lukas da Cruz Carvalho, Farias, Ana Raquel Melo de, Flaig, Amandine, Lambert, Jean-Charles, Costa, Marcos Romualdo
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
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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
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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
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http://creativecommons.org/licenses/by/3.0/br/
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