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TEDD: a database of temporal gene expression patterns during multiple developmental periods in human and model organisms

Characterization of the specific expression and chromatin profiles of genes enables understanding how they contribute to tissue/organ development and the mechanisms leading to diseases. Whilst the number of single-cell sequencing studies is increasing dramatically; however, data mining and reanalysi...

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Autores principales: Zhou, Ziheng, Tan, Cong, Chau, Matthew Hoi Kin, Jiang, Xiaosen, Ke, Ziyuan, Chen, Xiaoyan, Cao, Ye, Kwok, Yvonne K, Bellgard, Matthew, Leung, Tak Yeung, Choy, Kwong Wai, Dong, Zirui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825605/
https://www.ncbi.nlm.nih.gov/pubmed/36350663
http://dx.doi.org/10.1093/nar/gkac978
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author Zhou, Ziheng
Tan, Cong
Chau, Matthew Hoi Kin
Jiang, Xiaosen
Ke, Ziyuan
Chen, Xiaoyan
Cao, Ye
Kwok, Yvonne K
Bellgard, Matthew
Leung, Tak Yeung
Choy, Kwong Wai
Dong, Zirui
author_facet Zhou, Ziheng
Tan, Cong
Chau, Matthew Hoi Kin
Jiang, Xiaosen
Ke, Ziyuan
Chen, Xiaoyan
Cao, Ye
Kwok, Yvonne K
Bellgard, Matthew
Leung, Tak Yeung
Choy, Kwong Wai
Dong, Zirui
author_sort Zhou, Ziheng
collection PubMed
description Characterization of the specific expression and chromatin profiles of genes enables understanding how they contribute to tissue/organ development and the mechanisms leading to diseases. Whilst the number of single-cell sequencing studies is increasing dramatically; however, data mining and reanalysis remains challenging. Herein, we systematically curated the up-to-date and most comprehensive datasets of sequencing data originating from 2760 bulk samples and over 5.1 million single-cells from multiple developmental periods from humans and multiple model organisms. With unified and systematic analysis, we profiled the gene expression and chromatin accessibility among 481 cell-types, 79 tissue-types and 92 timepoints, and pinpointed cells with the co-expression of target genes. We also enabled the detection of gene(s) with a temporal and cell-type specific expression profile that is similar to or distinct from that of a target gene. Additionally, we illustrated the potential upstream and downstream gene−gene regulation interactions, particularly under the same biological process(es) or KEGG pathway(s). Thus, TEDD (Temporal Expression during Development Database), a value-added database with a user-friendly interface, not only enables researchers to identify cell-type/tissue-type specific and temporal gene expression and chromatin profiles but also facilitates the association of genes with undefined biological functions in development and diseases. The database URL is https://TEDD.obg.cuhk.edu.hk/.
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spelling pubmed-98256052023-01-10 TEDD: a database of temporal gene expression patterns during multiple developmental periods in human and model organisms Zhou, Ziheng Tan, Cong Chau, Matthew Hoi Kin Jiang, Xiaosen Ke, Ziyuan Chen, Xiaoyan Cao, Ye Kwok, Yvonne K Bellgard, Matthew Leung, Tak Yeung Choy, Kwong Wai Dong, Zirui Nucleic Acids Res Database Issue Characterization of the specific expression and chromatin profiles of genes enables understanding how they contribute to tissue/organ development and the mechanisms leading to diseases. Whilst the number of single-cell sequencing studies is increasing dramatically; however, data mining and reanalysis remains challenging. Herein, we systematically curated the up-to-date and most comprehensive datasets of sequencing data originating from 2760 bulk samples and over 5.1 million single-cells from multiple developmental periods from humans and multiple model organisms. With unified and systematic analysis, we profiled the gene expression and chromatin accessibility among 481 cell-types, 79 tissue-types and 92 timepoints, and pinpointed cells with the co-expression of target genes. We also enabled the detection of gene(s) with a temporal and cell-type specific expression profile that is similar to or distinct from that of a target gene. Additionally, we illustrated the potential upstream and downstream gene−gene regulation interactions, particularly under the same biological process(es) or KEGG pathway(s). Thus, TEDD (Temporal Expression during Development Database), a value-added database with a user-friendly interface, not only enables researchers to identify cell-type/tissue-type specific and temporal gene expression and chromatin profiles but also facilitates the association of genes with undefined biological functions in development and diseases. The database URL is https://TEDD.obg.cuhk.edu.hk/. Oxford University Press 2022-11-09 /pmc/articles/PMC9825605/ /pubmed/36350663 http://dx.doi.org/10.1093/nar/gkac978 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Database Issue
Zhou, Ziheng
Tan, Cong
Chau, Matthew Hoi Kin
Jiang, Xiaosen
Ke, Ziyuan
Chen, Xiaoyan
Cao, Ye
Kwok, Yvonne K
Bellgard, Matthew
Leung, Tak Yeung
Choy, Kwong Wai
Dong, Zirui
TEDD: a database of temporal gene expression patterns during multiple developmental periods in human and model organisms
title TEDD: a database of temporal gene expression patterns during multiple developmental periods in human and model organisms
title_full TEDD: a database of temporal gene expression patterns during multiple developmental periods in human and model organisms
title_fullStr TEDD: a database of temporal gene expression patterns during multiple developmental periods in human and model organisms
title_full_unstemmed TEDD: a database of temporal gene expression patterns during multiple developmental periods in human and model organisms
title_short TEDD: a database of temporal gene expression patterns during multiple developmental periods in human and model organisms
title_sort tedd: a database of temporal gene expression patterns during multiple developmental periods in human and model organisms
topic Database Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825605/
https://www.ncbi.nlm.nih.gov/pubmed/36350663
http://dx.doi.org/10.1093/nar/gkac978
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