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Mango (Mangifera indica L.) cv. Kent fruit mesocarp de novo transcriptome assembly identifies gene families important for ripening

机译:芒果(Mangifera indica L.)cv。肯特果中果皮转录组大会确定了对成熟重要的基因家族

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摘要

Fruit ripening is a physiological and biochemical process genetically programmed to regulate fruit quality parameters like firmness, flavor, odor and color, as well as production of ethylene in climacteric fruit. In this study, a transcriptomic analysis of mango (Mangifera indica L.) mesocarp cv. “Kent” was done to identify key genes associated with fruit ripening. Using the Illumina sequencing platform, 67,682,269 clean reads were obtained and a transcriptome of 4.8 Gb. A total of 33,142 coding sequences were predicted and after functional annotation, 25,154 protein sequences were assigned with a product according to Swiss-Prot database and 32,560 according to non-redundant database. Differential expression analysis identified 2,306 genes with significant differences in expression between mature-green and ripe mango [1,178 up-regulated and 1,128 down-regulated (FDR ≤ 0.05)]. The expression of 10 genes evaluated by both qRT-PCR and RNA-seq data was highly correlated (R = 0.97), validating the differential expression data from RNA-seq alone. Gene Ontology enrichment analysis, showed significantly represented terms associated to fruit ripening like “cell wall,” “carbohydrate catabolic process” and “starch and sucrose metabolic process” among others. Mango genes were assigned to 327 metabolic pathways according to Kyoto Encyclopedia of Genes and Genomes database, among them those involved in fruit ripening such as plant hormone signal transduction, starch and sucrose metabolism, galactose metabolism, terpenoid backbone, and carotenoid biosynthesis. This study provides a mango transcriptome that will be very helpful to identify genes for expression studies in early and late flowering mangos during fruit ripening.
机译:果实成熟是一种生理和生化过程,通过基因编程可以调节果实质量参数,例如硬度,风味,气味和颜色,以及在更年期果实中产生乙烯。在这项研究中,对芒果(Mangifera indica L.)中果皮简历的转录组学分析。进行“肯特”鉴定与果实成熟相关的关键基因。使用Illumina测序平台,获得了67,682,269个干净的读数,并且转录组为4.8 Gb。总共预测了33,142个编码序列,在功能注释后,根据Swiss-Prot数据库分配了25,154个蛋白序列,根据非冗余数据库分配了32,560个蛋白序列。差异表达分析确定了2306个基因,在成熟的绿色芒果和成熟的芒果之间表达差异显着[上调1178个,下调1128个(FDR≤0.05)]。通过qRT-PCR和RNA-seq数据评估的10个基因的表达高度相关(R = 0.97),从而验证了仅来自RNA-seq的差异表达数据。基因本体论富集分析显示与水果成熟相关的术语,例如“细胞壁”,“碳水化合物分解代谢过程”和“淀粉和蔗糖代谢过程”。根据《京都基因与基因组百科全书》数据库,芒果基因被分配给327个代谢途径,其中涉及果实成熟的那些植物激素信号传导,淀粉和蔗糖代谢,半乳糖代谢,萜类骨架和类胡萝卜素生物合成。这项研究提供了一个芒果转录组,这将有助于鉴定成熟果实早开花芒果和晚开花芒果表达研究的基因。

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