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Using Transcriptome Analysis to Screen for Key Genes and Pathways Related to Cytoplasmic Male Sterility in Cotton (Gossypium hirsutum L.)

机译:使用转录组分析技术筛选棉花细胞质雄性不育相关的关键基因和途径

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摘要

Cotton ( L.) is one of the most important cash crops worldwide. Cytoplasmic male sterility (CMS) is an excellent breeding system for exploitation of heterosis, which has great potential to increase crop yields. To understand the molecular mechanism of CMS in cotton, we compared transcriptome, cytomorphological, physiological and bioinformatics data between the CMS line C2P5A and its maintainer line C2P5B. By using high-throughput sequencing technology, 178,166 transcripts were assembled and 2013 differentially expression genes (DEGs) were identified at three different stages of C2P5A anther development. In this study, we identified DEGs associated with reactive oxygen species (ROS), peroxisomes, aldehyde dehydrogenases (ALDH), cytochrome oxidase subunit VI, and cytochrome P450, and DEGs associated with tapetum development, Jojoba acyl-CoA reductase-related male sterility protein, basic helix-loop-helix (bHLH) and MYB transcription factors. The abnormal expression of one of these genes may be responsible for the CMS C2P5A line. In gene ontology (GO) annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment, DEGs were mainly related to carbohydrate metabolism, amino acid metabolism, transport and catabolism, and signal transduction. Carbohydrate metabolism provides energy for anther development, starch and sucrose metabolism, fatty acid biosynthesis and metabolism and ascorbate and aldarate metabolism. These results showed that numerous genes and multiple complex metabolic pathways regulate cotton anther development. Weighted correlation network analysis (WGCNA) indicated that three modules, ‘turquoise,’ ‘blue,’ and ‘green,’ were specific for the CMS C2P5A line. The ‘turquoise’ and ‘blue’ modules were mainly related to carbohydrate metabolism, amino acid metabolism, energy metabolism, peroxisomes, pyruvate metabolism as well as fatty acid degradation. The ‘green’ module was mainly related to energy metabolism, carbon metabolism, translation, and lipid metabolism. RNA-sequencing and WGCNA polymerization modules were screened for key genes and pathways related to CMS in cotton. This study presents a new perspective for further research into the metabolic pathways of pollen abortion in the CMS C2P5A line and also provides a theoretical basis for its breeding and production.
机译:棉花是世界上最重要的经济作物之一。细胞质雄性不育(CMS)是利用杂种优势的优良育种系统,具有提高作物产量的巨大潜力。为了了解棉花中CMS的分子机制,我们比较了CMS系C2P5A和其维持系C2P5B之间的转录组,细胞形态,生理和生物信息学数据。通过使用高通量测序技术,组装了178,166个转录物,并在C2P5A花药发育的三个不同阶段鉴定了2013个差异表达基因(DEG)。在这项研究中,我们确定了与活性氧(ROS),过氧化物酶体,醛脱氢酶(ALDH),细胞色素氧化酶亚基VI和细胞色素P450相关的DEG,以及与绒毡层发育,霍霍巴酰基辅酶A还原酶相关的雄性不育蛋白相关的DEG。 ,基本螺旋-环-螺旋(bHLH)和MYB转录因子。这些基因之一的异常表达可能与CMS C2P5A系有关。在基因本体论(GO)注释和《京都议定书》中的基因与基因组百科全书(KEGG)途径富集中,DEG主要与碳水化合物代谢,氨基酸代谢,转运和分解代谢以及信号转导有关。碳水化合物代谢为花药发育,淀粉和蔗糖代谢,脂肪酸生物合成和代谢以及抗坏血酸盐和藻酸盐代谢提供能量。这些结果表明,许多基因和多种复杂的代谢途径调节棉花花药的发育。加权相关网络分析(WGCNA)表明,CMS C2P5A系列专用于“绿松石”,“蓝色”和“绿色”三个模块。 “绿松石”和“蓝色”模块主要与碳水化合物代谢,氨基酸代谢,能量代谢,过氧化物酶体,丙酮酸代谢以及脂肪酸降解有关。 “绿色”模块主要与能量代谢,碳代谢,翻译和脂质代谢有关。筛选RNA测序和WGCNA聚合模块中与棉花CMS相关的关键基因和途径。这项研究为进一步研究CMS C2P5A系花粉流产的代谢途径提供了新的视角,也为其育种和生产提供了理论依据。

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