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Systematic biology analysis on photosynthetic carbon metabolism of maize leaf following sudden heat shock under elevated CO2

机译:CO2浓度升高引起的热休克后玉米叶片光合碳代谢的系统生物学分析

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摘要

Plants would experience more complex environments, such as sudden heat shock (SHS) stress combined with elevated CO2 in the future, and might adapt to this stressful condition by optimizing photosynthetic carbon metabolism (PCM). It is interesting to understand whether this acclimation process would be altered in different genotypes of maize under elevated CO2, and which metabolites represent key indicators reflecting the photosynthetic rates (PN) following SHS. Although B76 had greater reduction in PN during SHS treatment, our results indicated that PN in genotype B76, displayed faster recovery after SHS treatment under elevated CO2 than in genotype B106. Furthermore, we employed a stepwise feature extraction approach by partial linear regression model. Our findings demonstrated that 9 key metabolites over the total (35 metabolites) can largely explain the variance of PN during recovery from SHS across two maize genotypes and two CO2 grown conditions. Of these key metabolites, malate, valine, isoleucine, glucose and starch are positively correlated with recovery pattern of PN. Malate metabolites responses to SHS were further discussed by incorporating with the activities and gene expression of three C4 photosynthesis-related key enzymes. We highlighted the importance of malate metabolism during photosynthesis recovery from short-term SHS, and data integration analysis to better comprehend the regulatory framework of PCM in response to abiotic stress.
机译:植物将来会遇到更复杂的环境,例如突然的热休克(SHS)压力和升高的CO2,并且可能会通过优化光合碳代谢(PCM)来适应这种压力条件。有趣的是,在二氧化碳升高的情况下,不同基因型的玉米是否会改变这种适应过程,并且哪些代谢物代表了反映SHS后光合速率(PN)的关键指标。尽管B76在SHS治疗期间的PN降低更大,但我们的结果表明,基因型B76在CO2浓度升高的情况下进行SHS治疗后,其PN的恢复速度快于基因型B106。此外,我们通过部分线性回归模型采用了逐步特征提取方法。我们的发现表明,在两种玉米基因型和两种CO2生长条件下,从SHS回收的过程中,总9种关键代谢物(35种代谢物)可以很大程度上解释PN的变化。在这些关键代谢产物中,苹果酸,缬氨酸,异亮氨酸,葡萄糖和淀粉与PN的恢复模式呈正相关。苹果酸代谢产物对SHS的反应通过结合三种与C4光合作用相关的关键酶的活性和基因表达进一步讨论。我们强调了从短期SHS光合作用恢复过程中苹果酸代谢的重要性,并进行了数据集成分析以更好地理解PCM对非生物胁迫的调控框架。

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