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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...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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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. |
format | Online Article Text |
id | pubmed-9937063 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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