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The dynamics of transcript abundance during cellularization of developing barley endosperm

机译:发育大麦胚乳细胞化过程中转录本丰度的动态变化

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摘要

Within the cereal grain, the endosperm and its nutrient reserves are critical for successful germination and in the context of grain utilization. The identification of molecular determinants of early endosperm development, particularly regulators of cell division and cell wall deposition, would help predict end-use properties such as yield, quality, and nutritional value. Custom microarray data have been generated using RNA isolated from developing barley grain endosperm 3 d to 8 d after pollination (DAP). Comparisons of transcript abundance over time revealed 47 gene expression modules that can be clustered into 10 broad groups. Superimposing these modules upon cytological data allowed patterns of transcript abundance to be linked with key stages of early grain development. Here, attention was focused on how the datasets could be mined to explore and define the processes of cell wall biosynthesis, remodeling, and degradation. Using a combination of spatial molecular network and gene ontology enrichment analyses, it is shown that genes involved in cell wall metabolism are found in multiple modules, but cluster into two main groups that exhibit peak expression at 3 DAP to 4 DAP and 5 DAP to 8 DAP. The presence of transcription factor genes in these modules allowed candidate genes for the control of wall metabolism during early barley grain development to be identified. The data are publicly available through a dedicated web interface (https://ics.hutton.ac.uk/barseed/), where they can be used to interrogate co- and differential expression for any other genes, groups of genes, or transcription factors expressed during early endosperm development.
机译:在谷物中,胚乳及其营养储备对于成功发芽和谷物利用至关重要。鉴定早期胚乳发育的分子决定因素,尤其是细胞分裂和细胞壁沉积的调节剂,将有助于预测最终用途的特性,例如产量,品质和营养价值。使用授粉后3 d至8 d从发育中的大麦籽粒胚乳分离的RNA生成了定制的微阵列数据。随时间变化的转录物丰度比较显示47个基因表达模块可以分为10个大类。将这些模块叠加在细胞学数据上可以使转录丰度的模式与早期谷物发育的关键阶段联系起来。在这里,注意力集中在如何挖掘数据集上,以探索和定义细胞壁生物合成,重塑和降解的过程。使用空间分子网络和基因本体论富集分析的组合,表明与细胞壁代谢有关的基因存在于多个模块中,但聚集成两个主要组,它们在3 DAP至4 DAP和5 DAP至8处表现出峰值表达。 DAP。这些模块中转录因子基因的存在使得能够鉴定出在大麦早期发育过程中控制壁代谢的候选基因。数据可通过专用的网络界面(https://ics.hutton.ac.uk/barseed/)公开获得,在该界面中,可以使用这些数据来询问其他任何基因,基因组或转录的共表达和差异表达胚乳发育早期表达的因素。

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