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Transcriptome-based analysis of key pathways relating to yield formation stage of foxtail millet under different drought stress conditions

Although foxtail millet, as small Panicoid crop, is of drought resilient, drought stress has a significant effect on panicle of foxtail millet at the yield formation stage. In this study, the changes of panicle morphology, photosynthesis, antioxidant protective enzyme system, reactive oxygen species...

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Autores principales: Wang, Jing, Sun, Zexin, Wang, Xinning, Tang, Ying, Li, Xinyi, Ren, Chuanyou, Ren, Jingyao, Wang, Xiaoguang, Jiang, Chunji, Zhong, Chao, Zhao, Shuli, Zhang, He, Liu, Xibo, Kang, Shuli, Zhao, Xinhua, Yu, Haiqiu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9937063/
https://www.ncbi.nlm.nih.gov/pubmed/36816479
http://dx.doi.org/10.3389/fpls.2022.1110910
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author Wang, Jing
Sun, Zexin
Wang, Xinning
Tang, Ying
Li, Xinyi
Ren, Chuanyou
Ren, Jingyao
Wang, Xiaoguang
Jiang, Chunji
Zhong, Chao
Zhao, Shuli
Zhang, He
Liu, Xibo
Kang, Shuli
Zhao, Xinhua
Yu, Haiqiu
author_facet Wang, Jing
Sun, Zexin
Wang, Xinning
Tang, Ying
Li, Xinyi
Ren, Chuanyou
Ren, Jingyao
Wang, Xiaoguang
Jiang, Chunji
Zhong, Chao
Zhao, Shuli
Zhang, He
Liu, Xibo
Kang, Shuli
Zhao, Xinhua
Yu, Haiqiu
author_sort Wang, Jing
collection PubMed
description Although foxtail millet, as small Panicoid crop, is of drought resilient, drought stress has a significant effect on panicle of foxtail millet at the yield formation stage. In this study, the changes of panicle morphology, photosynthesis, antioxidant protective enzyme system, reactive oxygen species (ROS) system, and osmotic regulatory substance and RNA-seq of functional leaves under light drought stress (LD), heavy drought stress (HD), light drought control (LDCK) and heavy drought control (HDCK) were studied to get a snap-shot of specific panicle morphological changes, physiological responses and related molecular mechanisms. The results showed that the length and weight of panicle had decreased, but with increased empty abortive rate, and then yield dropped off 14.9% and 36.9%, respectively. The photosynthesis of millet was significantly decreased, like net photosynthesis rate, stomatal conductance and transpiration rate, especially under HD treatment with reluctant recovery from rehydration. Under LD and HD treatment, the peroxidase (POD) was increased by 34% and 14% and the same as H(2)O(2) by 34.7% and 17.2% compared with LDCK and HDCK. The ability to produce and inhibit O(2-) free radicals under LD treatment was higher than HD. The content of soluble sugar was higher under LD treatment but the proline was higher under HD treatment. Through RNA-seq analysis, there were 2,393 and 3,078 different genes expressed under LD and HD treatment. According to the correlation analysis between weighted gene coexpression network analysis (WGCNA) and physiological traits, the co-expression network of several modules with high correlation was constructed, and some hub genes of millet in response to drought stress were found. The expression changes relating to carbon fixation, sucrose and starch synthesis, lignin synthesis, gibberellin synthesis, and proline synthesis of millet were specifically analyzed. These findings provide a full perspective on how drought affects the yield formation of foxtail millet by constructing one work model thereby providing theoretical foundation for hub genes exploration and drought resistance breeding of foxtail millet.
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spelling pubmed-99370632023-02-18 Transcriptome-based analysis of key pathways relating to yield formation stage of foxtail millet under different drought stress conditions Wang, Jing Sun, Zexin Wang, Xinning Tang, Ying Li, Xinyi Ren, Chuanyou Ren, Jingyao Wang, Xiaoguang Jiang, Chunji Zhong, Chao Zhao, Shuli Zhang, He Liu, Xibo Kang, Shuli Zhao, Xinhua Yu, Haiqiu Front Plant Sci Plant Science Although foxtail millet, as small Panicoid crop, is of drought resilient, drought stress has a significant effect on panicle of foxtail millet at the yield formation stage. In this study, the changes of panicle morphology, photosynthesis, antioxidant protective enzyme system, reactive oxygen species (ROS) system, and osmotic regulatory substance and RNA-seq of functional leaves under light drought stress (LD), heavy drought stress (HD), light drought control (LDCK) and heavy drought control (HDCK) were studied to get a snap-shot of specific panicle morphological changes, physiological responses and related molecular mechanisms. The results showed that the length and weight of panicle had decreased, but with increased empty abortive rate, and then yield dropped off 14.9% and 36.9%, respectively. The photosynthesis of millet was significantly decreased, like net photosynthesis rate, stomatal conductance and transpiration rate, especially under HD treatment with reluctant recovery from rehydration. Under LD and HD treatment, the peroxidase (POD) was increased by 34% and 14% and the same as H(2)O(2) by 34.7% and 17.2% compared with LDCK and HDCK. The ability to produce and inhibit O(2-) free radicals under LD treatment was higher than HD. The content of soluble sugar was higher under LD treatment but the proline was higher under HD treatment. Through RNA-seq analysis, there were 2,393 and 3,078 different genes expressed under LD and HD treatment. According to the correlation analysis between weighted gene coexpression network analysis (WGCNA) and physiological traits, the co-expression network of several modules with high correlation was constructed, and some hub genes of millet in response to drought stress were found. The expression changes relating to carbon fixation, sucrose and starch synthesis, lignin synthesis, gibberellin synthesis, and proline synthesis of millet were specifically analyzed. These findings provide a full perspective on how drought affects the yield formation of foxtail millet by constructing one work model thereby providing theoretical foundation for hub genes exploration and drought resistance breeding of foxtail millet. Frontiers Media S.A. 2023-02-03 /pmc/articles/PMC9937063/ /pubmed/36816479 http://dx.doi.org/10.3389/fpls.2022.1110910 Text en Copyright © 2023 Wang, Sun, Wang, Tang, Li, Ren, Ren, Wang, Jiang, Zhong, Zhao, Zhang, Liu, Kang, Zhao and Yu 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
Wang, Jing
Sun, Zexin
Wang, Xinning
Tang, Ying
Li, Xinyi
Ren, Chuanyou
Ren, Jingyao
Wang, Xiaoguang
Jiang, Chunji
Zhong, Chao
Zhao, Shuli
Zhang, He
Liu, Xibo
Kang, Shuli
Zhao, Xinhua
Yu, Haiqiu
Transcriptome-based analysis of key pathways relating to yield formation stage of foxtail millet under different drought stress conditions
title Transcriptome-based analysis of key pathways relating to yield formation stage of foxtail millet under different drought stress conditions
title_full Transcriptome-based analysis of key pathways relating to yield formation stage of foxtail millet under different drought stress conditions
title_fullStr Transcriptome-based analysis of key pathways relating to yield formation stage of foxtail millet under different drought stress conditions
title_full_unstemmed Transcriptome-based analysis of key pathways relating to yield formation stage of foxtail millet under different drought stress conditions
title_short Transcriptome-based analysis of key pathways relating to yield formation stage of foxtail millet under different drought stress conditions
title_sort transcriptome-based analysis of key pathways relating to yield formation stage of foxtail millet under different drought stress conditions
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9937063/
https://www.ncbi.nlm.nih.gov/pubmed/36816479
http://dx.doi.org/10.3389/fpls.2022.1110910
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