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A protocol to extract cell-type-specific signatures from differentially expressed genes in bulk-tissue RNA-seq

Bulk-tissue RNA-seq is widely used to dissect variation in gene expression levels across tissues and under different experimental conditions. Here, we introduce a protocol that leverages existing single-cell expression data to deconvolve patterns of cell-type-specific gene expression in differential...

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Detalles Bibliográficos
Autores principales: Marquez-Galera, Angel, de la Prida, Liset M., Lopez-Atalaya, Jose P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8792262/
https://www.ncbi.nlm.nih.gov/pubmed/35118429
http://dx.doi.org/10.1016/j.xpro.2022.101121
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author Marquez-Galera, Angel
de la Prida, Liset M.
Lopez-Atalaya, Jose P.
author_facet Marquez-Galera, Angel
de la Prida, Liset M.
Lopez-Atalaya, Jose P.
author_sort Marquez-Galera, Angel
collection PubMed
description Bulk-tissue RNA-seq is widely used to dissect variation in gene expression levels across tissues and under different experimental conditions. Here, we introduce a protocol that leverages existing single-cell expression data to deconvolve patterns of cell-type-specific gene expression in differentially expressed gene lists from highly heterogeneous tissue. We apply this protocol to interrogate cell-type-specific gene expression and variation in cell type composition between the distinct sublayers of the hippocampal CA1 region of the brain in a rodent model of epilepsy. For complete details on the use and execution of this protocol, please refer to Cid et al. (2021).
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spelling pubmed-87922622022-02-02 A protocol to extract cell-type-specific signatures from differentially expressed genes in bulk-tissue RNA-seq Marquez-Galera, Angel de la Prida, Liset M. Lopez-Atalaya, Jose P. STAR Protoc Protocol Bulk-tissue RNA-seq is widely used to dissect variation in gene expression levels across tissues and under different experimental conditions. Here, we introduce a protocol that leverages existing single-cell expression data to deconvolve patterns of cell-type-specific gene expression in differentially expressed gene lists from highly heterogeneous tissue. We apply this protocol to interrogate cell-type-specific gene expression and variation in cell type composition between the distinct sublayers of the hippocampal CA1 region of the brain in a rodent model of epilepsy. For complete details on the use and execution of this protocol, please refer to Cid et al. (2021). Elsevier 2022-01-24 /pmc/articles/PMC8792262/ /pubmed/35118429 http://dx.doi.org/10.1016/j.xpro.2022.101121 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Protocol
Marquez-Galera, Angel
de la Prida, Liset M.
Lopez-Atalaya, Jose P.
A protocol to extract cell-type-specific signatures from differentially expressed genes in bulk-tissue RNA-seq
title A protocol to extract cell-type-specific signatures from differentially expressed genes in bulk-tissue RNA-seq
title_full A protocol to extract cell-type-specific signatures from differentially expressed genes in bulk-tissue RNA-seq
title_fullStr A protocol to extract cell-type-specific signatures from differentially expressed genes in bulk-tissue RNA-seq
title_full_unstemmed A protocol to extract cell-type-specific signatures from differentially expressed genes in bulk-tissue RNA-seq
title_short A protocol to extract cell-type-specific signatures from differentially expressed genes in bulk-tissue RNA-seq
title_sort protocol to extract cell-type-specific signatures from differentially expressed genes in bulk-tissue rna-seq
topic Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8792262/
https://www.ncbi.nlm.nih.gov/pubmed/35118429
http://dx.doi.org/10.1016/j.xpro.2022.101121
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