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低温胁迫下根系的生理特性及基因共表达网络分析

Analysis of physiological characteristics and gene co-expression networks in roots under low-temperature stress.

作者信息

Wang Xiaolong, Chai Hua, Xu Yanxia, Li Shasha, Wu Yue, Wang Ruoding, Yang Zhao

机构信息

Branch of Animal Husbandry and Veterinary of Heilongjiang Academy of Agricultural Sciences, Qiqihar, Heilongjiang, China.

出版信息

Front Plant Sci. 2025 Aug 25;16:1597949. doi: 10.3389/fpls.2025.1597949. eCollection 2025.

DOI:10.3389/fpls.2025.1597949
PMID:40926800
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12415042/
Abstract

is the most widely cultivated high-protein forage crop globally. However, its cultivation in high-latitude and cold regions of China is significantly hindered by low-temperature stress, particularly impacting the root system, the primary functional tissue crucial for winter survival. The physiological and molecular mechanisms underlying the root system's adaptation and tolerance to low temperatures remain poorly understood. To this end, this study utilized cold-tolerant "Lomgmu801" and the cold-sensitive "Sardi" genotypes as experimental materials to investigate root physiological responses during the overwintering period. Physiological indices, including soluble sugars (SS), proline (Pro), glutathione (GSH), jasmonic acid (JA), abscisic acid (ABA) contents, and peroxidase (POD) activity, were quantified. RNA-seq revealed 743 differentially expressed genes (DEGs) between the cold-tolerant and sensitive genotypes. Subsequently, correlation analysis between DEGs and physiological indices revealed that DEGs in the yellow, blue, and turquoise modules were significantly correlated with the levels of POD, GSH, SS, Pro, JA, and ABA. The core genes were predominantly included in the "MAPK signaling pathway", "glutathione metabolism", "plant hormone signal transduction", "arginine and proline metabolism", and "phenylpropanoid biosynthesis". Ultimately, DEGs responsive to low-temperature stress were identified, including , , , , , and . By integrating physiological characteristics with cold-tolerance-associated genes, this study elucidates the physiological and molecular mechanisms underlying root adaptation to low temperatures. The RNA-seq data and the core DEGs identified provide valuable theoretical insights and targets for future molecular breeding efforts aimed at enhancing cold tolerance in .

摘要

是全球种植最广泛的高蛋白饲料作物。然而,在中国高纬度寒冷地区,其种植受到低温胁迫的显著阻碍,尤其影响根系,而根系是冬季存活至关重要的主要功能组织。根系适应和耐受低温的生理和分子机制仍知之甚少。为此,本研究以耐寒的“陇牧801”和冷敏感的“Sardi”基因型为实验材料,研究越冬期间的根系生理反应。对包括可溶性糖(SS)、脯氨酸(Pro)、谷胱甘肽(GSH)、茉莉酸(JA)、脱落酸(ABA)含量以及过氧化物酶(POD)活性在内的生理指标进行了定量分析。RNA测序揭示了耐寒和敏感基因型之间有743个差异表达基因(DEG)。随后,DEG与生理指标之间的相关性分析表明,黄色、蓝色和蓝绿色模块中的DEG与POD、GSH、SS、Pro、JA和ABA的水平显著相关。核心基因主要包括在“丝裂原活化蛋白激酶信号通路”、“谷胱甘肽代谢”、“植物激素信号转导”、“精氨酸和脯氨酸代谢”以及“苯丙烷生物合成”中。最终,鉴定出了对低温胁迫有响应的DEG,包括 、 、 、 、 和 。通过整合生理特征与耐寒相关基因,本研究阐明了根系适应低温的生理和分子机制。所鉴定的RNA测序数据和核心DEG为未来旨在提高 耐寒性的分子育种工作提供了有价值的理论见解和靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/850452b43901/fpls-16-1597949-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/92d4a59fe592/fpls-16-1597949-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/550dfc538151/fpls-16-1597949-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/0d785c763ce7/fpls-16-1597949-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/6c52777a4147/fpls-16-1597949-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/8942f4a7b93c/fpls-16-1597949-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/20e375349827/fpls-16-1597949-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/850452b43901/fpls-16-1597949-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/92d4a59fe592/fpls-16-1597949-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/550dfc538151/fpls-16-1597949-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/0d785c763ce7/fpls-16-1597949-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/6c52777a4147/fpls-16-1597949-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/8942f4a7b93c/fpls-16-1597949-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/20e375349827/fpls-16-1597949-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ce3/12415042/850452b43901/fpls-16-1597949-g007.jpg

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本文引用的文献

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Cells. 2025 Jan 13;14(2):110. doi: 10.3390/cells14020110.
2
Physiological characteristics and transcriptomic analyses of alfalfa root crown in wintering.紫花苜蓿越冬期根颈的生理特性及转录组分析
Front Plant Sci. 2024 Dec 9;15:1486564. doi: 10.3389/fpls.2024.1486564. eCollection 2024.
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Study on molecular response of alfalfa to low temperature stress based on transcriptomic analysis.
基于转录组分析的紫花苜蓿对低温胁迫的分子响应研究
BMC Plant Biol. 2024 Dec 23;24(1):1244. doi: 10.1186/s12870-024-05987-5.
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Transcriptomic analyses provide molecular insight into the cold stress response of cold-tolerant alfalfa.转录组分析为耐寒紫花苜蓿的冷应激反应提供了分子见解。
BMC Plant Biol. 2024 Aug 3;24(1):741. doi: 10.1186/s12870-024-05136-y.
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Comparative Phenotypic and Transcriptomic Analyses Provide Novel Insights into the Molecular Mechanism of Seed Germination in Response to Low Temperature Stress in Alfalfa.比较表型和转录组分析为苜蓿种子对低温胁迫响应的分子机制提供了新的见解。
Int J Mol Sci. 2024 Jun 30;25(13):7244. doi: 10.3390/ijms25137244.
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