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利用加权基因共表达网络分析鉴定甘薯中与非生物胁迫耐受性相关的基因

Identification of genes associated with abiotic stress tolerance in sweetpotato using weighted gene co-expression network analysis.

作者信息

Kitavi Mercy, Gemenet Dorcus C, Wood Joshua C, Hamilton John P, Wu Shan, Fei Zhangjun, Khan Awais, Buell C Robin

机构信息

Research Technology Support Facility (RTSF) Michigan State University East Lansing Michigan USA.

Center for Applied Genetic Technologies University of Georgia Athens Georgia USA.

出版信息

Plant Direct. 2023 Oct 3;7(10):e532. doi: 10.1002/pld3.532. eCollection 2023 Oct.

Abstract

Sweetpotato, (L.), a key food security crop, is negatively impacted by heat, drought, and salinity stress. The orange-fleshed sweetpotato cultivar "Beauregard" was exposed to heat, salt, and drought treatments for 24 and 48 h to identify genes responding to each stress condition in leaves. Analysis revealed both common (35 up regulated, 259 down regulated genes in the three stress conditions) and unique sets of up regulated (1337 genes by drought, 516 genes by heat, and 97 genes by salt stress) and down regulated (2445 genes by drought, 678 genes by heat, and 204 genes by salt stress) differentially expressed genes (DEGs) suggesting common, yet stress-specific transcriptional responses to these three abiotic stressors. Gene Ontology analysis of down regulated DEGs common to both heat and salt stress revealed enrichment of terms associated with "cell population proliferation" suggestive of an impact on the cell cycle by the two stress conditions. To identify shared and unique gene co-expression networks under multiple abiotic stress conditions, weighted gene co-expression network analysis was performed using gene expression profiles from heat, salt, and drought stress treated 'Beauregard' leaves yielding 18 co-expression modules. One module was enriched for "response to water deprivation," "response to abscisic acid," and "nitrate transport" indicating synergetic crosstalk between nitrogen, water, and phytohormones with genes encoding osmotin, cell expansion, and cell wall modification proteins present as key hub genes in this drought-associated module. This research lays the groundwork for exploring to a further degree, mechanisms for abiotic stress tolerance in sweetpotato.

摘要

甘薯(Ipomoea batatas (L.))是一种关键的粮食安全作物,受到高温、干旱和盐胁迫的负面影响。对橙色果肉甘薯品种“Beauregard”进行了24小时和48小时的高温、盐和干旱处理,以鉴定叶片中对每种胁迫条件作出反应的基因。分析揭示了共同的(在三种胁迫条件下35个上调基因、259个下调基因)以及上调(干旱处理下1337个基因、高温处理下516个基因、盐胁迫下97个基因)和下调(干旱处理下2445个基因、高温处理下678个基因、盐胁迫下204个基因)的差异表达基因(DEG)的独特集合,这表明对这三种非生物胁迫存在共同但特定于胁迫的转录反应。对高温和盐胁迫共同的下调DEG进行基因本体分析,发现与“细胞群体增殖”相关的术语富集,表明这两种胁迫条件对细胞周期有影响。为了鉴定多种非生物胁迫条件下共享和独特的基因共表达网络,使用来自高温、盐和干旱胁迫处理的“Beauregard”叶片的基因表达谱进行加权基因共表达网络分析,产生了18个共表达模块。一个模块富含“对缺水的反应”、“对脱落酸的反应”和“硝酸盐转运”,表明氮、水和植物激素之间存在协同串扰,编码渗透素、细胞扩张和细胞壁修饰蛋白的基因作为这个与干旱相关模块中的关键枢纽基因存在。这项研究为进一步探索甘薯非生物胁迫耐受性的机制奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c91c/10546384/cd008dfaebc7/PLD3-7-e532-g003.jpg

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