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Gene expression in the developing aleurone and starchy endosperm of wheat

机译:基因在小麦发育糊粉和淀粉胚乳中的表达

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摘要

Wheat is a critical food source globally. Food security is an increasing concern; current production levels are not expected to keep pace with global demand. New technologies have provided a vast array of wheat genetic data; however, best use of this data requires placing it within a framework in which the various genes, pathways and interactions can be examined. Here we present the first systematic comparison of the global transcriptomes of the aleurone and starchy endosperm of the developing wheat seed (Triticum aestivum), at time points critical to the development of the aleurone layer; 6-, 9- and 14-day post-anthesis. Illumina sequencing gave 25—55 million sequence reads per tissue, of the trimmed reads, 70%—81% mapped to reference expressed sequence transcripts. Transcript abundance was analysed by performing RNA-Seq normalization to generate reads per kilobase of exon model per million mapped reads values, and these were used in comparative analyses between the tissues at each time point using Kal’s Z-test. This identified 9414—13 202 highly differentially expressed transcripts that were categorized on the basis of tissue and time point expression and functionally analysed revealing two very distinct tissues. The results demonstrate the fundamental biological reprogramming of the two major biologically and economically significant tissues of the wheat seed over this time course. Understanding these changes in gene expression profiles is essential to mining the potential these tissues hold for human nutrition and contributing to the systems biology of this important crop plant.
机译:小麦是全球重要的食物来源。粮食安全日益受到关注;当前的生产水平预计不会与全球需求保持同步。新技术提供了大量的小麦遗传数据。但是,要最好地利用此数据,需要将其放在可以检查各种基因,途径和相互作用的框架内。在这里,我们对糊粉层的发育至关重要的时间点,对糊粉和正在发育的小麦种子(小麦)的淀粉状胚乳的全球转录组进行首次系统比较。花后6、9和14天。 Illumina测序得到每个组织25-5500万个序列读数,其中修剪后的读数中有70%-81%映射到参考表达的序列转录本。通过执行RNA-Seq归一化分析转录物丰度,以每百万个映射的读数值产生每千碱基外显子模型读数,并将其用于每个时间点之间组织之间的比较分析(使用Kal's Z检验)。这确定了9414-13202高差异表达的转录本,这些转录本根据组织和时间点表达进行分类,并通过功能分析揭示出两个非常不同的组织。结果表明,在这段时间内,小麦种子的两个主要生物学和经济上重要组织的基本生物学重编程。了解基因表达谱中的这些变化对于挖掘这些组织为人类营养所具有的潜力以及对该重要农作物的系统生物学做出贡献至关重要。

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