Transcriptome profiling revealed heat stress-responsive genes in Arabidopsis through integrated bioinformatics analysis

IF 2.6 3区 生物学 Q2 PLANT SCIENCES
Meili Guo, Xin Liu, Jiahui Wang, Yusu Jiang, Jinhuan Yu, Jing Gao
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引用次数: 1

Abstract

ABSTRACT Heat stress is an environmental challenge that reduces plant productivity and growth. Plants have developed corresponding mechanisms to survive this adverse environmental stress. To demonstrate the mechanisms of how plants adapt to the environmental challenge, the heat response experiments involving Arabidopsis thaliana were retrieved from the GEO database. After quantile normalization of the GEO raw data, the differentially expressed genes (DEGs) in response to heat stress were identified by robust rank aggregation (RRA) algorithm, including 384 up-regulated and 302 down-regulated genes. Then, systematic bioinformatics analyses disclosed that the up-regulated DEGs were mainly related to protein refolding, abscisic acid catabolic process, potassium ion import, response to hydrogen peroxide, cytochrome complex assembly, and apoptotic process, and the down-regulated DEGs were involved in microsporocyte differentiation, syncytium formation, adventitious development, glutathione metabolism, and glycine metabolic process. The up-regulated DEGs also had more complicated PPI interactions than the down-regulated DEGs, and potential core genes of heat stress tolerance were provided. Furthermore, the mRNA expression of core genes Hsp70-2 (At5g02490), Hsp70-3 (At3g09440), and Hsp70-4 (At3g12580) has been measured to validate the outcome of integrated bioinformatics analysis. Our work will extend our understanding of heat-responsive mechanisms and these DEGs might be potential markers for plant heat stress-resistance studies.
转录组分析揭示拟南芥热应激反应基因
摘要热胁迫是一种环境挑战,会降低植物的生产力和生长。植物已经发展出相应的机制来度过这种不利的环境压力。为了证明植物如何适应环境挑战的机制,从GEO数据库中检索了涉及拟南芥的热响应实验。在对GEO原始数据进行分位数归一化后,通过稳健秩聚合(RRA)算法鉴定了响应热应激的差异表达基因(DEG),包括384个上调基因和302个下调基因。然后,系统的生物信息学分析显示,上调的DEG主要与蛋白质重折叠、脱落酸分解代谢过程、钾离子导入、对过氧化氢的反应、细胞色素复合物组装和凋亡过程有关,下调的DEG参与微孔细胞分化、合胞体形成、不定发育,谷胱甘肽代谢和甘氨酸代谢过程。上调的DEG也比下调的DEG具有更复杂的PPI相互作用,并提供了潜在的热应激耐受核心基因。此外,还测量了核心基因Hsp70-2(At5g02490)、Hsp70-3(At3g09440)和Hsp70-4(At3g12580)的mRNA表达,以验证综合生物信息学分析的结果。我们的工作将扩展我们对热响应机制的理解,这些DEG可能是植物耐热性研究的潜在标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.30
自引率
6.20%
发文量
69
审稿时长
>12 weeks
期刊介绍: Journal of Plant Interactions aims to represent a common platform for those scientists interested in publishing and reading research articles in the field of plant interactions and will cover most plant interactions with the surrounding environment.
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