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scREAD: A Single-Cell RNA-Seq Database for Alzheimer's Disease
Alzheimer's disease (AD) is a progressive neurodegenerative disorder of the brain and the most common form of dementia among the elderly. The single-cell RNA-sequencing (scRNA-Seq) and single-nucleus RNA-sequencing (snRNA-Seq) techniques are extremely useful for dissecting the function/dysfunct...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7674513/ https://www.ncbi.nlm.nih.gov/pubmed/33241205 http://dx.doi.org/10.1016/j.isci.2020.101769 |
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author | Jiang, Jing Wang, Cankun Qi, Ren Fu, Hongjun Ma, Qin |
author_facet | Jiang, Jing Wang, Cankun Qi, Ren Fu, Hongjun Ma, Qin |
author_sort | Jiang, Jing |
collection | PubMed |
description | Alzheimer's disease (AD) is a progressive neurodegenerative disorder of the brain and the most common form of dementia among the elderly. The single-cell RNA-sequencing (scRNA-Seq) and single-nucleus RNA-sequencing (snRNA-Seq) techniques are extremely useful for dissecting the function/dysfunction of highly heterogeneous cells in the brain at the single-cell level, and the corresponding data analyses can significantly improve our understanding of why particular cells are vulnerable in AD. We developed an integrated database named scREAD (single-cell RNA-Seq database for Alzheimer's disease), which is as far as we know the first database dedicated to the management of all the existing scRNA-Seq and snRNA-Seq data sets from the human postmortem brain tissue with AD and mouse models with AD pathology. scREAD provides comprehensive analysis results for 73 data sets from 10 brain regions, including control atlas construction, cell-type prediction, identification of differentially expressed genes, and identification of cell-type-specific regulons. |
format | Online Article Text |
id | pubmed-7674513 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-76745132020-11-24 scREAD: A Single-Cell RNA-Seq Database for Alzheimer's Disease Jiang, Jing Wang, Cankun Qi, Ren Fu, Hongjun Ma, Qin iScience Article Alzheimer's disease (AD) is a progressive neurodegenerative disorder of the brain and the most common form of dementia among the elderly. The single-cell RNA-sequencing (scRNA-Seq) and single-nucleus RNA-sequencing (snRNA-Seq) techniques are extremely useful for dissecting the function/dysfunction of highly heterogeneous cells in the brain at the single-cell level, and the corresponding data analyses can significantly improve our understanding of why particular cells are vulnerable in AD. We developed an integrated database named scREAD (single-cell RNA-Seq database for Alzheimer's disease), which is as far as we know the first database dedicated to the management of all the existing scRNA-Seq and snRNA-Seq data sets from the human postmortem brain tissue with AD and mouse models with AD pathology. scREAD provides comprehensive analysis results for 73 data sets from 10 brain regions, including control atlas construction, cell-type prediction, identification of differentially expressed genes, and identification of cell-type-specific regulons. Elsevier 2020-11-05 /pmc/articles/PMC7674513/ /pubmed/33241205 http://dx.doi.org/10.1016/j.isci.2020.101769 Text en © 2020 The Authors http://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 | Article Jiang, Jing Wang, Cankun Qi, Ren Fu, Hongjun Ma, Qin scREAD: A Single-Cell RNA-Seq Database for Alzheimer's Disease |
title | scREAD: A Single-Cell RNA-Seq Database for Alzheimer's Disease |
title_full | scREAD: A Single-Cell RNA-Seq Database for Alzheimer's Disease |
title_fullStr | scREAD: A Single-Cell RNA-Seq Database for Alzheimer's Disease |
title_full_unstemmed | scREAD: A Single-Cell RNA-Seq Database for Alzheimer's Disease |
title_short | scREAD: A Single-Cell RNA-Seq Database for Alzheimer's Disease |
title_sort | scread: a single-cell rna-seq database for alzheimer's disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7674513/ https://www.ncbi.nlm.nih.gov/pubmed/33241205 http://dx.doi.org/10.1016/j.isci.2020.101769 |
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