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CottonMD: a multi-omics database for cotton biological study
Cotton is an important economic crop, and many loci for important traits have been identified, but it remains challenging and time-consuming to identify candidate or causal genes/variants and clarify their roles in phenotype formation and regulation. Here, we first collected and integrated the multi...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825545/ https://www.ncbi.nlm.nih.gov/pubmed/36215030 http://dx.doi.org/10.1093/nar/gkac863 |
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author | Yang, Zhiquan Wang, Jing Huang, Yiming Wang, Shengbo Wei, Lulu Liu, Dongxu Weng, Yonglin Xiang, Jinhai Zhu, Qiang Yang, Zhaoen Nie, Xinhui Yu, Yu Yang, Zuoren Yang, Qing-Yong |
author_facet | Yang, Zhiquan Wang, Jing Huang, Yiming Wang, Shengbo Wei, Lulu Liu, Dongxu Weng, Yonglin Xiang, Jinhai Zhu, Qiang Yang, Zhaoen Nie, Xinhui Yu, Yu Yang, Zuoren Yang, Qing-Yong |
author_sort | Yang, Zhiquan |
collection | PubMed |
description | Cotton is an important economic crop, and many loci for important traits have been identified, but it remains challenging and time-consuming to identify candidate or causal genes/variants and clarify their roles in phenotype formation and regulation. Here, we first collected and integrated the multi-omics datasets including 25 genomes, transcriptomes in 76 tissue samples, epigenome data of five species and metabolome data of 768 metabolites from four tissues, and genetic variation, trait and transcriptome datasets from 4180 cotton accessions. Then, a cotton multi-omics database (CottonMD, http://yanglab.hzau.edu.cn/CottonMD/) was constructed. In CottonMD, multiple statistical methods were applied to identify the associations between variations and phenotypes, and many easy-to-use analysis tools were provided to help researchers quickly acquire the related omics information and perform multi-omics data analysis. Two case studies demonstrated the power of CottonMD for identifying and analyzing the candidate genes, as well as the great potential of integrating multi-omics data for cotton genetic breeding and functional genomics research. |
format | Online Article Text |
id | pubmed-9825545 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-98255452023-01-10 CottonMD: a multi-omics database for cotton biological study Yang, Zhiquan Wang, Jing Huang, Yiming Wang, Shengbo Wei, Lulu Liu, Dongxu Weng, Yonglin Xiang, Jinhai Zhu, Qiang Yang, Zhaoen Nie, Xinhui Yu, Yu Yang, Zuoren Yang, Qing-Yong Nucleic Acids Res Database Issue Cotton is an important economic crop, and many loci for important traits have been identified, but it remains challenging and time-consuming to identify candidate or causal genes/variants and clarify their roles in phenotype formation and regulation. Here, we first collected and integrated the multi-omics datasets including 25 genomes, transcriptomes in 76 tissue samples, epigenome data of five species and metabolome data of 768 metabolites from four tissues, and genetic variation, trait and transcriptome datasets from 4180 cotton accessions. Then, a cotton multi-omics database (CottonMD, http://yanglab.hzau.edu.cn/CottonMD/) was constructed. In CottonMD, multiple statistical methods were applied to identify the associations between variations and phenotypes, and many easy-to-use analysis tools were provided to help researchers quickly acquire the related omics information and perform multi-omics data analysis. Two case studies demonstrated the power of CottonMD for identifying and analyzing the candidate genes, as well as the great potential of integrating multi-omics data for cotton genetic breeding and functional genomics research. Oxford University Press 2022-10-10 /pmc/articles/PMC9825545/ /pubmed/36215030 http://dx.doi.org/10.1093/nar/gkac863 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Database Issue Yang, Zhiquan Wang, Jing Huang, Yiming Wang, Shengbo Wei, Lulu Liu, Dongxu Weng, Yonglin Xiang, Jinhai Zhu, Qiang Yang, Zhaoen Nie, Xinhui Yu, Yu Yang, Zuoren Yang, Qing-Yong CottonMD: a multi-omics database for cotton biological study |
title | CottonMD: a multi-omics database for cotton biological study |
title_full | CottonMD: a multi-omics database for cotton biological study |
title_fullStr | CottonMD: a multi-omics database for cotton biological study |
title_full_unstemmed | CottonMD: a multi-omics database for cotton biological study |
title_short | CottonMD: a multi-omics database for cotton biological study |
title_sort | cottonmd: a multi-omics database for cotton biological study |
topic | Database Issue |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825545/ https://www.ncbi.nlm.nih.gov/pubmed/36215030 http://dx.doi.org/10.1093/nar/gkac863 |
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