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Comparative Analysis of Expression Profiles of Panicle Development among Tolerant and Sensitive Rice in Response to Drought Stress

机译:干旱胁迫下耐性和感性水稻穗发育表达特征的比较分析

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摘要

Water deficit caused a serious threat to crops, especially panicle development at reproductive growth phase. We investigated grain yield components and gene expression profiles of panicle among tolerant and sensitive rice in response to drought stress. Panicle morphologies exhibited that secondary branches per panicle were more severely affected as compared to primary branches per panicle. Moreover, grain weight per panicle showed significant decrease for both tolerant and sensitive varieties except for MILT1444. Expression profile analysis revealed that 783 differentially expressed genes (DEGs) were identified to be drought-induced from young panicles in 2 cm length. Hierarchical clustering indicated that 76.8% of DEGs were up-regulated for all six rice varieties, and the percentage of down-regulated genes was higher in sensitive group than tolerant group. Biological process category revealed that the shared Gene Ontology (GO) terms were involved in response to abiotic stimulus and stress, whereas the specific GO terms in tolerant group were identified as regulation of biological quality, homeostatic process, cell growth, anatomical structure morphogenesis and development, and the unique terms in sensitive varieties were identified as lipid metabolic process and secondary metabolic process. Furthermore, the gene-based association analysis narrowed down list of DEGs, and four genes common to all six varieties were selected as candidate for breeders. Together, we found several shared and distinct biological processes between tolerant and sensitive varieties, and candidate stress-responsive genes. These findings provided insight into functional mechanisms regulating drought stress response in panicle development and may also help to crop tolerant improvement.
机译:缺水严重威胁农作物,特别是在生殖生长期的穗发育。我们调查了耐旱和敏感水稻在干旱胁迫下的穗粒产量组成和穗基因表达谱。穗形态显示出,与每个穗的初级分支相比,每个穗的次级分支受到更严重的影响。此外,除MILT1444外,耐性和感性品种的每穗粒重均显着降低。表达谱分析显示,从2厘米长的幼穗中鉴定出783种差异表达基因(DEG)是干旱诱导的。层次聚类表明,所有六个水稻品种的DEGs均上调了76.8%,而敏感组的下调基因百分比高于耐性组。生物过程类别表明,共享的基因本体论(GO)术语参与了对非生物刺激和压力的反应,而耐受组中的特定GO术语被确定为对生物质量,体内平衡过程,细胞生长,解剖结构形态发生和发育的调节。 ,并且敏感品种中的唯一术语被识别为脂质代谢过程和次级代谢过程。此外,基于基因的关联分析缩小了DEG的范围,并选择了所有六个品种共有的四个基因作为育种者的候选者。在一起,我们发现了耐性和敏感性品种以及候选胁迫响应基因之间的几个共有且不同的生物学过程。这些发现为调节穗发育中干旱胁迫反应的功能机制提供了见解,也可能有助于提高作物的耐性。

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