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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...

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Autores principales: Le, Liang, Guo, Weijun, Du, Danyao, Zhang, Xiaoyuan, Wang, Weixuan, Yu, Jia, Wang, Huan, Qiao, Hong, Zhang, Chunyi, Pu, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
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.
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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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