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基于转录组元分析鉴定拟南芥响应非生物胁迫中潜在调控基因调控级联和串扰的枢纽转录因子和 RNA 结合蛋白。

Transcriptome meta-analysis-based identification of hub transcription factors and RNA-binding proteins potentially orchestrating gene regulatory cascades and crosstalk in response to abiotic stresses in Arabidopsis thaliana.

机构信息

Deptartment of Biotechnology, School of Life Sciences, St Joseph's University, Bengaluru, India, 560027.

出版信息

J Appl Genet. 2024 May;65(2):255-269. doi: 10.1007/s13353-024-00837-4. Epub 2024 Feb 10.

Abstract

Deteriorating climatic conditions and increasing human population necessitate the development of robust plant varieties resistant to harsh environments. Manipulation of regulatory proteins such as transcription factors (TFs) and RNA-binding proteins (RBPs) would be a beneficial strategy in this regard. Further, understanding the complex interconnections between different classes of regulatory molecules would be essential for the identification of candidate genes/proteins for trait improvement. Most studies to date have analysed the roles of TFs or RBPs individually, in conferring stress resilience. However, it would be important to identify dominant/upstream TFs and RBPs inducing widespread transcriptomic alterations through other regulators (i.e., other TFs/RBPs targeted by the upstream regulators). To this end, the present study employed a transcriptome meta-analysis and computational approaches to obtain a comprehensive overview of regulatory interactions. This work identified dominant TFs and RBPs potentially influencing stress-mediated differential expression of other regulators, which could in turn influence gene expression, and consequently, physiological responses. Twenty transcriptomic studies [related to (i) UV radiation, (ii) wounding, (iii) salinity, (iv) cold, and (v) drought stresses in Arabidopsis thaliana] were analysed for differential gene expression, followed by the identification of differentially expressed TFs and RBPs. Subsequently, other TFs and RBPs which could be influencing these regulators were identified, and their interaction networks and hub nodes were analysed. As a result, an interacting module of Basic Leucine Zipper (bZIP) family TFs as well as Heterogeneous nuclear ribonucleoproteins (hnRNP) and Glycine-rich protein (GRP) family RBPs (among other TFs and RBPs) were shown to potentially influence the stress-induced differential expression of other TFs and RBPs under all the considered stress conditions. Some of the identified hub TFs and RBPs are known to be of major importance in orchestrating stress-induced transcriptomic changes influencing a variety of physiological processes from seed germination to senescence. This study highlighted the gene/protein candidates that could be considered for multiplexed genetic manipulation - a promising approach to develop robust, multi-stress-resilient plant varieties.

摘要

恶化的气候条件和不断增长的人口数量要求开发能够耐受恶劣环境的强健植物品种。在这方面,对转录因子 (TFs) 和 RNA 结合蛋白 (RBPs) 等调节蛋白进行操作将是一种有益的策略。此外,了解不同类别调节分子之间的复杂相互联系对于鉴定候选基因/蛋白以改善性状至关重要。迄今为止,大多数研究都分别分析了 TFs 或 RBPs 在赋予抗逆性方面的作用。然而,识别通过其他调节剂(即上游调节剂靶向的其他 TFs/RBPs)诱导广泛转录组改变的主导/上游 TFs 和 RBPs 非常重要。为此,本研究采用转录组元分析和计算方法来获得对调节相互作用的全面概述。这项工作确定了潜在的主导 TFs 和 RBPs,这些 TFs 和 RBPs 可能影响其他调节剂介导的应激差异表达,进而影响基因表达,从而影响生理反应。对 20 项与拟南芥的(i)UV 辐射、(ii)创伤、(iii)盐度、(iv)寒冷和(v)干旱胁迫相关的转录组研究进行了差异基因表达分析,随后鉴定了差异表达的 TFs 和 RBPs。随后,鉴定了可能影响这些调节剂的其他 TFs 和 RBPs,并分析了它们的相互作用网络和枢纽节点。结果表明,碱性亮氨酸拉链 (bZIP) 家族 TFs 以及异质核核糖核蛋白 (hnRNP) 和甘氨酸丰富蛋白 (GRP) 家族 RBPs 的相互作用模块(以及其他 TFs 和 RBPs)可能在所有考虑的胁迫条件下影响其他 TFs 和 RBPs 的胁迫诱导差异表达。一些鉴定出的枢纽 TFs 和 RBPs 已知在协调胁迫诱导的转录组变化方面具有重要作用,这些变化影响从种子萌发到衰老等多种生理过程。本研究强调了可以考虑进行多重遗传操作的候选基因/蛋白,这是开发强健、多逆境抗性植物品种的一种很有前途的方法。

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