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Identification of Differentially Expressed Genes in Chilling-Induced Potato (Solanum tuberosum L.); a Data Analysis Study

机译:低温诱导马铃薯(Solanum tuberosum L.)中差异表达基因的鉴定数据分析研究

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摘要

Cold stress, as chilling (< 20 A degrees C) or freezing (< 0 A degrees C), is one of the frequently exposed stresses in cultivated plants like potato. Under cold stress, plants differentially modulate their gene expression to develop a cold tolerance/acclimation. In the present study, we aimed to identify the overall gene expression profile of chilling-stressed (+4 A degrees C) potato at four time points (4, 8, 12, and 48 h), with a particular emphasis on the genes related with transcription factors (TFs), phytohormones, lipid metabolism, signaling pathway, and photosynthesis. A total of 3504 differentially expressed genes (DEGs) were identified at four time points of chilling-induced potato, of which 1397 were found to be up-regulated while 2107 were down-regulated. Heatmap showed that genes were mainly up-regulated at 4-, 8-, and 12-h time points; however, at 48-h time point, they inclined to down-regulate. Seventy five up-regulated TF genes were identified from 37 different families/groups, including mainly from bHLH, WRKY, CCAAT-binding, HAP3, and bZIP families. Protein kinases and calcium were major signaling molecules in cold-induced signaling pathway. A collaborated regulation of phytohormones was observed in chilling-stressed potato. Lipid metabolisms were regulated in a way, highly probably, to change membrane composition to avoid cold damage and render in signaling. A down-regulated gene expression profile was observed in photosynthesis pathway, probably resulting from chilling-induced reduced enzyme activity or light-triggered ROSs damage. The findings of this study will be a valuable theoretical knowledge in terms of understanding the chilling-induced tolerance mechanisms in cultivated potato plants as well as in other Solanum species.
机译:冷应激(例如冷(<20 A摄氏度)或冰冻(<0 A摄氏度))是马铃薯等栽培植物中经常暴露的胁迫之一。在冷胁迫下,植物差异地调节其基因表达以发展冷耐受性/适应性。在本研究中,我们旨在确定在四个时间点(4、8、12和48小时),低温胁迫(+4 A摄氏度)马铃薯的总体基因表达谱,特别着重于与具有转录因子(TFs),植物激素,脂质代谢,信号传导途径和光合作用。在冷藏诱导的马铃薯的四个时间点共鉴定了3504个差异表达基因(DEG),其中1397个被上调,而2107个被下调。热图显示基因主要在4、8和12小时的时间点上调。但是,在48小时的时间点,他们倾向于下调。从37个不同的家族/组中鉴定了75个上调的TF基因,主要包括bHLH,WRKY,CCAAT结合,HAP3和bZIP家族。蛋白激酶和钙是冷诱导信号通路中的主要信号分子。在低温胁迫的马铃薯中观察到了植物激素的协同调节。脂质代谢很可能以一种改变膜成分的方式进行调节,以避免冷损伤并产生信号。在光合作用途径中观察到基因表达谱的下调,可能是由于冷诱导的酶活性降低或光触发的ROS损伤所致。这项研究的结果将是了解栽培马铃薯以及其他茄属植物中低温诱导的耐受机制的宝贵理论知识。

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