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A spatiotemporal transcriptomic network dynamically modulates stalk development in maize
Maize (Zea mays) is an important cereal crop with suitable stalk formation which is beneficial for acquiring an ideal agronomic trait to resist lodging and higher planting density. The elongation pattern of stalks arises from the variable growth of individual internodes driven by cell division and c...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674325/ https://www.ncbi.nlm.nih.gov/pubmed/36070002 http://dx.doi.org/10.1111/pbi.13909 |
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author | Le, Liang Guo, Weijun Du, Danyao Zhang, Xiaoyuan Wang, Weixuan Yu, Jia Wang, Huan Qiao, Hong Zhang, Chunyi Pu, Li |
author_facet | Le, Liang Guo, Weijun Du, Danyao Zhang, Xiaoyuan Wang, Weixuan Yu, Jia Wang, Huan Qiao, Hong Zhang, Chunyi Pu, Li |
author_sort | Le, Liang |
collection | PubMed |
description | Maize (Zea mays) is an important cereal crop with suitable stalk formation which is beneficial for acquiring an ideal agronomic trait to resist lodging and higher planting density. The elongation pattern of stalks arises from the variable growth of individual internodes driven by cell division and cell expansion comprising the maize stalk. However, the spatiotemporal dynamics and regulatory network of the maize stalk development and differentiation process remain unclear. Here, we report spatiotemporally resolved transcriptomes using all internodes of the whole stalks from developing maize at the elongation and maturation stages. We identified four distinct groups corresponding to four developmental zones and nine specific clusters with diverse spatiotemporal expression patterns among individual internodes of the stalk. Through weighted gene coexpression network analysis, we constructed transcriptional regulatory networks at a fine spatiotemporal resolution and uncovered key modules and candidate genes involved in internode maintenance, elongation, and division that determine stalk length and thickness in maize. Further CRISPR/Cas9‐mediated knockout validated the function of a cytochrome P450 gene, ZmD1, in the regulation of stalk length and thickness as predicted by the WGCN. Collectively, these results provide insights into the high genetic complexity of stalk development and the potentially valuable resources with ideal stalk lengths and widths for genetic improvements in maize. |
format | Online Article Text |
id | pubmed-9674325 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96743252022-11-21 A spatiotemporal transcriptomic network dynamically modulates stalk development in maize Le, Liang Guo, Weijun Du, Danyao Zhang, Xiaoyuan Wang, Weixuan Yu, Jia Wang, Huan Qiao, Hong Zhang, Chunyi Pu, Li Plant Biotechnol J Research Articles Maize (Zea mays) is an important cereal crop with suitable stalk formation which is beneficial for acquiring an ideal agronomic trait to resist lodging and higher planting density. The elongation pattern of stalks arises from the variable growth of individual internodes driven by cell division and cell expansion comprising the maize stalk. However, the spatiotemporal dynamics and regulatory network of the maize stalk development and differentiation process remain unclear. Here, we report spatiotemporally resolved transcriptomes using all internodes of the whole stalks from developing maize at the elongation and maturation stages. We identified four distinct groups corresponding to four developmental zones and nine specific clusters with diverse spatiotemporal expression patterns among individual internodes of the stalk. Through weighted gene coexpression network analysis, we constructed transcriptional regulatory networks at a fine spatiotemporal resolution and uncovered key modules and candidate genes involved in internode maintenance, elongation, and division that determine stalk length and thickness in maize. Further CRISPR/Cas9‐mediated knockout validated the function of a cytochrome P450 gene, ZmD1, in the regulation of stalk length and thickness as predicted by the WGCN. Collectively, these results provide insights into the high genetic complexity of stalk development and the potentially valuable resources with ideal stalk lengths and widths for genetic improvements in maize. John Wiley and Sons Inc. 2022-09-07 2022-12 /pmc/articles/PMC9674325/ /pubmed/36070002 http://dx.doi.org/10.1111/pbi.13909 Text en © 2022 The Authors. Plant Biotechnology Journal published by Society for Experimental Biology and The Association of Applied Biologists and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Research Articles Le, Liang Guo, Weijun Du, Danyao Zhang, Xiaoyuan Wang, Weixuan Yu, Jia Wang, Huan Qiao, Hong Zhang, Chunyi Pu, Li A spatiotemporal transcriptomic network dynamically modulates stalk development in maize |
title | A spatiotemporal transcriptomic network dynamically modulates stalk development in maize |
title_full | A spatiotemporal transcriptomic network dynamically modulates stalk development in maize |
title_fullStr | A spatiotemporal transcriptomic network dynamically modulates stalk development in maize |
title_full_unstemmed | A spatiotemporal transcriptomic network dynamically modulates stalk development in maize |
title_short | A spatiotemporal transcriptomic network dynamically modulates stalk development in maize |
title_sort | spatiotemporal transcriptomic network dynamically modulates stalk development in maize |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674325/ https://www.ncbi.nlm.nih.gov/pubmed/36070002 http://dx.doi.org/10.1111/pbi.13909 |
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