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Identifying essential genes/reactions of the rice photorespiration by in silico model-based analysis

机译:通过基于计算机模型的分析鉴定水稻光呼吸的必需基因/反应

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BackgroundPhotorespiration, a highly wasteful process of energy dissipation, depresses the productivity of C3 plants such as rice ( Oryza sativa ) under dry and hot conditions. Thus, it is highly required to understand the cellular physiology and relevant metabolic states under photorespiration using systems approaches, thereby devising strategies for improving rice production. Findings In silico model-driven gene deletion analysis was performed on photorespiring leaf cells under ambient and stressed environmental conditions using our central metabolic network of rice cells. As a result, we identified a number of essential genes for the cell growth across various functional pathways such as photorespiratory cycle, Calvin cycle, GS-GOGAT cycle and sucrose metabolism as well as certain inter-compartmental transporters, which are mostly in good agreement with previous experiments. Synthetic lethal (SL) screening was also performed to identify the pair of non-essential genes whose simultaneous deletion become lethal, revealing the existence of more than 220 pairs of SLs on rice central metabolism. ConclusionsThe gene deletion and synthetic lethal analyses highlighted the rigid nature of rice photosynthetic pathways and characterized functional interactions between central metabolic genes, respectively. The biological roles of such reported essential genes should be further explored to better understand the rice photorespiration in future.
机译:背景技术光呼吸是一种非常浪费能源的过程,它在干燥和炎热的条件下会降低C3植物(如水稻)的生产力。因此,非常需要使用系统方法了解光呼吸作用下的细胞生理学和相关的代谢状态,从而设计出提高水稻产量的策略。使用我们的水稻细胞中央代谢网络,在环境和压力环境条件下,对光呼吸叶细胞进行了计算机模拟模型驱动的基因缺失分析。结果,我们确定了许多跨各种功能途径的细胞生长必需基因,例如光呼吸循环,加尔文循环,GS-GOGAT循环和蔗糖代谢以及某些区室间转运蛋白,它们与以前的实验。还进行了合成致死(SL)筛选,以鉴定同时缺失成为致死的一对非必需基因,揭示了水稻中枢代谢中存在超过220对SL。结论基因缺失和合成致死分析分别突出了水稻光合途径的刚性和表征了中央代谢基因之间的功能相互作用。应该进一步探索这些报道的必需基因的生物学作用,以更好地了解水稻的光呼吸作用。

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