Identification of root system architecture associated genes, regulatory network, and expression analysis under abiotic stress in maize.

IF 2.9 4区 生物学 Q2 PLANT SCIENCES
Garudapalya Muniswamy Keerthi, Mallana Gowdra Mallikarjuna, Hirenallur Chandappa Lohithaswa, M B Arun Kumar, Shailendra Kumar Jha, Abhijeet Mudhale, Deepak Singh Bisht, Viswanathan Chinnusamy
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引用次数: 0

Abstract

Optimising root system architecture (RSA) is essential for improving maize resilience to drought, salinity, and nutrient stress, yet its regulatory landscape remains fragmented. Here, we integrated gene mining, cross-species orthology, in silico expression profiling, and gene regulatory network (GRN) analysis to identify RSA regulators under abiotic stress. Curated literature and comparative genomics identified 127 non-redundant maize RSA-associated genes (v5; 69 transcription factor (TF)-coding, 58 non-TF) enriched for lateral root formation, adventitious root development, root system development, hormone-mediated signalling, and cytokinin metabolism, indicating representation of RSA-shaping developmental processes. Spatial and stress-specific transcriptomes revealed expression of root-system-modulating genes, that is Zm00001eb091920 (AASR2), Zm00001eb429540 (CCDP), Zm00001eb405590 (NACTF25), Zm00001eb256650 (CCAAT-HAP2), and Zm00001eb121500 (CKO1), preferentially in the root cortex and elongation zone. The GRN comprised 616 unique nodes and 3295 regulatory edges, identifying KN1 (Zm00001eb055920), EREB147 (Zm00001eb150840), and D8 (Zm00001eb054480) as major transcriptional hubs and miR167d-3p as the most connected miRNA, supporting hormone- and auxin-linked RSA plasticity. qRT-PCR analysis confirmed co-expression of Zm00001eb234120 (WRKY48), Zm00001eb212120 (NACTF6), and Zm00001eb386990 (TIPD1) with regulators Zm00001eb051660 (EREB142), D8, and KN1 in drought- and salinity-stressed CML579. Expression modules further suggest that Zm00001eb403030 (RTCL1) and auxin-associated regulators modulate post-embryonic root initiation and branching. The current investigation outlines a stress-responsive maize RSA network and identifies targets for functional validation, genome editing, and breeding climate-resilient cultivars.

玉米根系结构相关基因鉴定、调控网络及其在非生物胁迫下的表达分析。
优化根系结构(RSA)对于提高玉米对干旱、盐度和营养胁迫的抗逆性至关重要,但其调控格局仍然是碎片化的。在这里,我们综合了基因挖掘、跨物种同源学、计算机表达谱和基因调控网络(GRN)分析来鉴定非生物胁迫下的RSA调控因子。整理文献和比较基因组学鉴定出127个非冗余玉米rsa相关基因(v5; 69个转录因子(TF)编码,58个非TF)富集于侧根形成、不定根发育、根系发育、激素介导的信号传导和细胞分裂素代谢,表明了rsa形成发育过程的代表性。空间和胁迫特异性转录组显示,根系调节基因Zm00001eb091920 (AASR2)、Zm00001eb429540 (CCDP)、Zm00001eb405590 (NACTF25)、Zm00001eb256650 (CCAAT-HAP2)和Zm00001eb121500 (CKO1)优先在根皮质和伸长区表达。GRN由616个独特节点和3295个调控边组成,确定KN1 (Zm00001eb055920)、EREB147 (Zm00001eb150840)和D8 (Zm00001eb054480)是主要的转录枢纽,miR167d-3p是连接最紧密的miRNA,支持激素和生长素相关的RSA可塑性。qRT-PCR分析证实,Zm00001eb234120 (WRKY48)、Zm00001eb212120 (NACTF6)和Zm00001eb386990 (TIPD1)与调控因子Zm00001eb051660 (EREB142)、D8和KN1在干旱和盐胁迫的CML579中共表达。表达模块进一步表明,Zm00001eb403030 (RTCL1)和生长素相关调控因子调节胚胎后根的形成和分支。目前的研究概述了一个应激性玉米RSA网络,并确定了功能验证、基因组编辑和培育气候适应型品种的目标。
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来源期刊
Functional Plant Biology
Functional Plant Biology 生物-植物科学
CiteScore
5.50
自引率
3.30%
发文量
156
审稿时长
1 months
期刊介绍: Functional Plant Biology (formerly known as Australian Journal of Plant Physiology) publishes papers of a broad interest that advance our knowledge on mechanisms by which plants operate and interact with environment. Of specific interest are mechanisms and signal transduction pathways by which plants adapt to extreme environmental conditions such as high and low temperatures, drought, flooding, salinity, pathogens, and other major abiotic and biotic stress factors. FPB also encourages papers on emerging concepts and new tools in plant biology, and studies on the following functional areas encompassing work from the molecular through whole plant to community scale. FPB does not publish merely phenomenological observations or findings of merely applied significance. Functional Plant Biology is published with the endorsement of the Commonwealth Scientific and Industrial Research Organisation (CSIRO) and the Australian Academy of Science. Functional Plant Biology is published in affiliation with the Federation of European Societies of Plant Biology and in Australia, is associated with the Australian Society of Plant Scientists and the New Zealand Society of Plant Biologists.
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