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转录组和 GWAS 分析揭示了干旱胁迫下玉米幼苗初生根长的候选基因。

Transcriptome and GWAS analyses reveal candidate gene for seminal root length of maize seedlings under drought stress.

机构信息

College of Agriculture, Northeast Agricultural University, Harbin, China.

Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China.

出版信息

Plant Sci. 2020 Mar;292:110380. doi: 10.1016/j.plantsci.2019.110380. Epub 2019 Dec 23.

Abstract

Water deficits are a major constraint on maize growth and yield, and deep roots are one of the major mechanisms of drought tolerance. In this study, four root and shoot traits were evaluated within an association panel consisting of 209 diverse maize accessions under well-watered (WW) and water-stressed (WS) conditions. A significant positive correlation was observed between seminal root length (SRL) under WS treatment and the drought tolerance index (DI) of maize seedlings. The transcriptome profiles of maize seminal roots were compared between four drought-tolerant lines and four drought-sensitive lines under both water conditions to identify genes associated with the drought stress response. After drought stress, 343 and 177 common differentially expressed genes (DEGs) were identified in the drought-tolerant group and drought-sensitive group, respectively. In parallel, a coexpression network underlying SRL was constructed on the basis of transcriptome data, and 10 hub genes involved in two significant associated modules were identified. Additionally, a genome-wide association study (GWAS) of the SRL revealed 62 loci for the two water treatments. By integrating the results of the GWAS, the common DEGs and the coexpression network analysis, 7 promising candidate genes were prioritized for further research. Together, our results provide a foundation for the enhanced understanding of seminal root changes in response to drought stress in maize.

摘要

水分亏缺是玉米生长和产量的主要限制因素,而深根是耐旱性的主要机制之一。本研究在一个由 209 个不同玉米自交系组成的关联群体中,在充分供水(WW)和水分胁迫(WS)条件下评估了 4 个根和地上部性状。在 WS 处理下,发现初生根长(SRL)与玉米幼苗的耐旱指数(DI)呈显著正相关。在两种水分条件下,将四个耐旱系和四个耐旱系的玉米初生根转录组谱进行比较,以鉴定与干旱胁迫反应相关的基因。在干旱胁迫后,耐旱组和敏感组分别鉴定到 343 和 177 个共同差异表达基因(DEGs)。同时,基于转录组数据构建了 SRL 的共表达网络,鉴定到 10 个参与两个显著相关模块的枢纽基因。此外,对 SRL 的全基因组关联研究(GWAS)揭示了两个水分处理的 62 个位点。通过整合 GWAS、共同 DEGs 和共表达网络分析的结果,优先选择了 7 个有前途的候选基因进行进一步研究。总之,我们的研究结果为深入了解玉米初生根对干旱胁迫的响应提供了基础。

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