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

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2023-10-03 eCollection Date: 2023-10-01 DOI:10.1002/pld3.532
Mercy Kitavi, Dorcus C Gemenet, Joshua C Wood, John P Hamilton, Shan Wu, Zhangjun Fei, Awais Khan, C Robin Buell
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Abstract

Sweetpotato, Ipomoea batatas (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.

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利用加权基因共表达网络分析鉴定甘薯非生物胁迫耐受相关基因。
甘薯是一种重要的粮食安全作物,受到高温、干旱和盐度胁迫的负面影响。橙色果肉的甘薯品种“Beaurered”暴露在高温、盐和干旱处理中24和48 h,以鉴定对叶片中的每种胁迫条件作出反应的基因。分析显示,在三种胁迫条件下,常见的(35个上调基因,259个下调基因)和独特的上调(1337个干旱基因,516个高温基因,97个盐胁迫基因)和下调(2445个干旱基因、678个高温基因和204个盐胁迫基因)差异表达基因(DEG)表明,然而对这三种非生物应激源的应激特异性转录反应。对热应激和盐应激常见的下调DEG的基因本体论分析显示,与“细胞群体增殖”相关的术语丰富,表明这两种应激条件对细胞周期的影响。为了在多种非生物胁迫条件下鉴定共享和独特的基因共表达网络,使用热、盐和干旱胁迫处理的“Beaurered”叶片的基因表达谱进行了加权基因共表达网分析,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、水和植物激素与编码渗透压蛋白、细胞扩增和细胞壁修饰蛋白的基因之间存在协同串扰,这些基因是该干旱相关模块中的关键枢纽基因。本研究为进一步探索甘薯的非生物胁迫耐受机制奠定了基础。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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