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利用整合系统生物学方法鉴定玉米植株在盐硼胁迫下的信号串扰机制。

Identifying Signal-Crosstalk Mechanism in Maize Plants during Combined Salinity and Boron Stress Using Integrative Systems Biology Approaches.

机构信息

Department of Molecular Biology and Biotechnology, Tezpur University, Assam, 784028, India.

Agri Biotech Foundation, Agricultural University Campus, Rajendranagar, Hyderabad, 500030, India.

出版信息

Biomed Res Int. 2022 Apr 18;2022:1027288. doi: 10.1155/2022/1027288. eCollection 2022.

Abstract

Combined stress has been seen as a major threat to world agriculture production. Maize is one of the leading cereal crops of the world due to its wide spectrum of growth conditions and is moderately sensitive to salt stress. A saline soil environment is a major factor that hinders its growth and overall yield and causes an increase in the concentration of micronutrients like boron, leading to excess over the requirement of the plant. Boron toxicity combined with salinity has been reported to be a serious threat to the yield and quality of maize. The response signatures of the maize plants to the combined effect of salinity and boron stress have not been studied well. We carried out an integrative systems-level analysis of the publicly available transcriptomic data generated on tolerant maize (Lluteño maize from the Atacama Desert, Chile) landrace under combined salt and boron stress. We identified significant biological processes that are differentially regulated in combined salt and boron stress in the leaves and roots of maize, respectively. Protein-protein interaction network analysis identified important roles of (ALDH), (GOLS2) (pmpm4), (mlg3), and (COR410) proteins of root in salt tolerance and regulating boron toxicity in maize. Identification of transcription factors coupled with regulatory network analysis using machine learning approach identified a few heat shock factors (HSFs) and ( (no apical meristem, Petunia), ( activating factor), and (cup-shaped cotyledon, )) family transcription factors (TFs) to play crucial roles in salt tolerance, maintaining reactive oxygen species (ROS) levels and minimizing oxidative damage to the cells. These findings will provide new ways to design targeted functional validation experiments for developing multistress-resistant maize crops.

摘要

综合胁迫被认为是世界农业生产的主要威胁。玉米是世界上主要的谷类作物之一,因为它的生长条件范围很广,对盐胁迫有一定的敏感性。盐渍土壤环境是阻碍其生长和整体产量的主要因素之一,会导致硼等微量元素浓度增加,超过植物的需求。硼毒性与盐度结合已被报道对玉米的产量和质量构成严重威胁。玉米对盐度和硼胁迫综合效应的响应特征尚未得到很好的研究。我们对耐盐玉米(智利阿塔卡马沙漠的 Lluteño 玉米)地方品种在盐硼胁迫下的公开转录组数据进行了综合系统水平分析。我们分别在玉米叶片和根部中鉴定到了在盐硼胁迫下差异调控的显著生物学过程。蛋白质-蛋白质相互作用网络分析鉴定到了(ALDH)、(GOLS2)、(pmpm4)、(mlg3)和(COR410)等根蛋白在玉米耐盐性和调节硼毒性方面的重要作用。利用机器学习方法结合转录因子鉴定和调控网络分析,鉴定到了少数热休克因子(HSFs)和((无顶端分生组织,矮牵牛)、(激活因子)和(杯状子叶,拟南芥))家族转录因子(TFs)在耐盐性、维持活性氧(ROS)水平和最小化细胞氧化损伤方面发挥关键作用。这些发现将为设计针对耐多胁迫玉米作物的靶向功能验证实验提供新的途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e766/9057046/fbe2e3e338b4/BMRI2022-1027288.001.jpg

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