Cargando…
Global transcriptome and coexpression network analyses reveal cultivar-specific molecular signatures associated with different rooting depth responses to drought stress in potato
Potato is one of the most important vegetable crops worldwide. Its growth, development and ultimately yield is hindered by drought stress condition. Breeding and selection of deep-rooted and drought-tolerant potato varieties has become a prime approach for improving the yield and quality of potato (...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9629812/ https://www.ncbi.nlm.nih.gov/pubmed/36340359 http://dx.doi.org/10.3389/fpls.2022.1007866 |
_version_ | 1784823472173613056 |
---|---|
author | Qin, Tianyuan Ali, Kazim Wang, Yihao Dormatey, Richard Yao, Panfeng Bi, Zhenzhen Liu, Yuhui Sun, Chao Bai, Jiangping |
author_facet | Qin, Tianyuan Ali, Kazim Wang, Yihao Dormatey, Richard Yao, Panfeng Bi, Zhenzhen Liu, Yuhui Sun, Chao Bai, Jiangping |
author_sort | Qin, Tianyuan |
collection | PubMed |
description | Potato is one of the most important vegetable crops worldwide. Its growth, development and ultimately yield is hindered by drought stress condition. Breeding and selection of deep-rooted and drought-tolerant potato varieties has become a prime approach for improving the yield and quality of potato (Solanum tuberosum L.) in arid and semiarid areas. A comprehensive understanding of root development-related genes has enabled scientists to formulate strategies to incorporate them into breeding to improve complex agronomic traits and provide opportunities for the development of stress tolerant germplasm. Root response to drought stress is an intricate process regulated through complex transcriptional regulatory network. To understand the rooting depth and molecular mechanism, regulating root response to drought stress in potato, transcriptome dynamics of roots at different stages of drought stress were analyzed in deep (C119) and shallow-rooted (C16) cultivars. Stage-specific expression was observed for a significant proportion of genes in each cultivar and it was inferred that as compared to C16 (shallow-rooted), approximately half of the genes were differentially expressed in deep-rooted cultivar (C119). In C16 and C119, 11 and 14 coexpressed gene modules, respectively, were significantly associated with physiological traits under drought stress. In a comparative analysis, some modules were different between the two cultivars and were associated with differential response to specific drought stress stage. Transcriptional regulatory networks were constructed, and key components determining rooting depth were identified. Through the results, we found that rooting depth (shallow vs deep) was largely determined by plant-type, cell wall organization or biogenesis, hemicellulose metabolic process, and polysaccharide metabolic process. In addition, candidate genes responding to drought stress were identified in deep (C119) and shallow (C16) rooted potato varieties. The results of this study will be a valuable source for further investigations on the role of candidate gene(s) that affect rooting depth and drought tolerance mechanisms in potato. |
format | Online Article Text |
id | pubmed-9629812 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96298122022-11-03 Global transcriptome and coexpression network analyses reveal cultivar-specific molecular signatures associated with different rooting depth responses to drought stress in potato Qin, Tianyuan Ali, Kazim Wang, Yihao Dormatey, Richard Yao, Panfeng Bi, Zhenzhen Liu, Yuhui Sun, Chao Bai, Jiangping Front Plant Sci Plant Science Potato is one of the most important vegetable crops worldwide. Its growth, development and ultimately yield is hindered by drought stress condition. Breeding and selection of deep-rooted and drought-tolerant potato varieties has become a prime approach for improving the yield and quality of potato (Solanum tuberosum L.) in arid and semiarid areas. A comprehensive understanding of root development-related genes has enabled scientists to formulate strategies to incorporate them into breeding to improve complex agronomic traits and provide opportunities for the development of stress tolerant germplasm. Root response to drought stress is an intricate process regulated through complex transcriptional regulatory network. To understand the rooting depth and molecular mechanism, regulating root response to drought stress in potato, transcriptome dynamics of roots at different stages of drought stress were analyzed in deep (C119) and shallow-rooted (C16) cultivars. Stage-specific expression was observed for a significant proportion of genes in each cultivar and it was inferred that as compared to C16 (shallow-rooted), approximately half of the genes were differentially expressed in deep-rooted cultivar (C119). In C16 and C119, 11 and 14 coexpressed gene modules, respectively, were significantly associated with physiological traits under drought stress. In a comparative analysis, some modules were different between the two cultivars and were associated with differential response to specific drought stress stage. Transcriptional regulatory networks were constructed, and key components determining rooting depth were identified. Through the results, we found that rooting depth (shallow vs deep) was largely determined by plant-type, cell wall organization or biogenesis, hemicellulose metabolic process, and polysaccharide metabolic process. In addition, candidate genes responding to drought stress were identified in deep (C119) and shallow (C16) rooted potato varieties. The results of this study will be a valuable source for further investigations on the role of candidate gene(s) that affect rooting depth and drought tolerance mechanisms in potato. Frontiers Media S.A. 2022-10-19 /pmc/articles/PMC9629812/ /pubmed/36340359 http://dx.doi.org/10.3389/fpls.2022.1007866 Text en Copyright © 2022 Qin, Ali, Wang, Dormatey, Yao, Bi, Liu, Sun and Bai https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Qin, Tianyuan Ali, Kazim Wang, Yihao Dormatey, Richard Yao, Panfeng Bi, Zhenzhen Liu, Yuhui Sun, Chao Bai, Jiangping Global transcriptome and coexpression network analyses reveal cultivar-specific molecular signatures associated with different rooting depth responses to drought stress in potato |
title | Global transcriptome and coexpression network analyses reveal cultivar-specific molecular signatures associated with different rooting depth responses to drought stress in potato |
title_full | Global transcriptome and coexpression network analyses reveal cultivar-specific molecular signatures associated with different rooting depth responses to drought stress in potato |
title_fullStr | Global transcriptome and coexpression network analyses reveal cultivar-specific molecular signatures associated with different rooting depth responses to drought stress in potato |
title_full_unstemmed | Global transcriptome and coexpression network analyses reveal cultivar-specific molecular signatures associated with different rooting depth responses to drought stress in potato |
title_short | Global transcriptome and coexpression network analyses reveal cultivar-specific molecular signatures associated with different rooting depth responses to drought stress in potato |
title_sort | global transcriptome and coexpression network analyses reveal cultivar-specific molecular signatures associated with different rooting depth responses to drought stress in potato |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9629812/ https://www.ncbi.nlm.nih.gov/pubmed/36340359 http://dx.doi.org/10.3389/fpls.2022.1007866 |
work_keys_str_mv | AT qintianyuan globaltranscriptomeandcoexpressionnetworkanalysesrevealcultivarspecificmolecularsignaturesassociatedwithdifferentrootingdepthresponsestodroughtstressinpotato AT alikazim globaltranscriptomeandcoexpressionnetworkanalysesrevealcultivarspecificmolecularsignaturesassociatedwithdifferentrootingdepthresponsestodroughtstressinpotato AT wangyihao globaltranscriptomeandcoexpressionnetworkanalysesrevealcultivarspecificmolecularsignaturesassociatedwithdifferentrootingdepthresponsestodroughtstressinpotato AT dormateyrichard globaltranscriptomeandcoexpressionnetworkanalysesrevealcultivarspecificmolecularsignaturesassociatedwithdifferentrootingdepthresponsestodroughtstressinpotato AT yaopanfeng globaltranscriptomeandcoexpressionnetworkanalysesrevealcultivarspecificmolecularsignaturesassociatedwithdifferentrootingdepthresponsestodroughtstressinpotato AT bizhenzhen globaltranscriptomeandcoexpressionnetworkanalysesrevealcultivarspecificmolecularsignaturesassociatedwithdifferentrootingdepthresponsestodroughtstressinpotato AT liuyuhui globaltranscriptomeandcoexpressionnetworkanalysesrevealcultivarspecificmolecularsignaturesassociatedwithdifferentrootingdepthresponsestodroughtstressinpotato AT sunchao globaltranscriptomeandcoexpressionnetworkanalysesrevealcultivarspecificmolecularsignaturesassociatedwithdifferentrootingdepthresponsestodroughtstressinpotato AT baijiangping globaltranscriptomeandcoexpressionnetworkanalysesrevealcultivarspecificmolecularsignaturesassociatedwithdifferentrootingdepthresponsestodroughtstressinpotato |