Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1784640343326588928 |
---|---|
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). |
format | Online Article Text |
id | pubmed-8792262 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT marquezgaleraangel aprotocoltoextractcelltypespecificsignaturesfromdifferentiallyexpressedgenesinbulktissuernaseq AT delapridalisetm aprotocoltoextractcelltypespecificsignaturesfromdifferentiallyexpressedgenesinbulktissuernaseq AT lopezatalayajosep aprotocoltoextractcelltypespecificsignaturesfromdifferentiallyexpressedgenesinbulktissuernaseq AT marquezgaleraangel protocoltoextractcelltypespecificsignaturesfromdifferentiallyexpressedgenesinbulktissuernaseq AT delapridalisetm protocoltoextractcelltypespecificsignaturesfromdifferentiallyexpressedgenesinbulktissuernaseq AT lopezatalayajosep protocoltoextractcelltypespecificsignaturesfromdifferentiallyexpressedgenesinbulktissuernaseq |