Burgos Asdrubal, Miranda Enoc, Vilaprinyo Ester, Meza-Canales Iván David, Alves Rui
Laboratorio de Biotecnología, CUCBA, Universidad de Guadalajara, Guadalajara, Mexico.
Institute of Biomedical Research of Lleida, IRBLleida, Lleida, Spain.
Front Plant Sci. 2022 Jun 23;13:893095. doi: 10.3389/fpls.2022.893095. eCollection 2022.
The evolution of Crassulacean acid metabolism (CAM) by plants has been one of the most successful strategies in response to aridity. On the onset of climate change, expanding the use of water efficient crops and engineering higher water use efficiency into C3 and C4 crops constitute a plausible solution for the problems of agriculture in hotter and drier environments. A firm understanding of CAM is thus crucial for the development of agricultural responses to climate change. Computational models on CAM can contribute significantly to this understanding. Two types of models have been used so far. Early CAM models based on ordinary differential equations (ODE) reproduced the typical diel CAM features with a minimal set of components and investigated endogenous day/night rhythmicity. This line of research brought to light the preponderant role of vacuolar malate accumulation in diel rhythms. A second wave of CAM models used flux balance analysis (FBA) to better understand the role of CO uptake in flux distribution. They showed that flux distributions resembling CAM metabolism emerge upon constraining CO uptake by the system. We discuss the evolutionary implications of this and also how CAM components from unrelated pathways could have integrated along evolution.
植物中景天酸代谢(CAM)的进化是应对干旱最成功的策略之一。在气候变化开始时,扩大节水作物的使用范围以及将更高的水分利用效率引入C3和C4作物,是解决炎热干燥环境下农业问题的一个可行方案。因此,深入了解景天酸代谢对于制定应对气候变化的农业措施至关重要。关于景天酸代谢的计算模型能极大地促进这一理解。目前已使用了两种类型的模型。早期基于常微分方程(ODE)的景天酸代谢模型用最少的一组组件重现了典型的昼夜景天酸代谢特征,并研究了内源性昼夜节律。这一系列研究揭示了液泡苹果酸积累在昼夜节律中的主导作用。第二代景天酸代谢模型使用通量平衡分析(FBA)来更好地理解CO吸收在通量分布中的作用。这些模型表明,当系统限制CO吸收时,会出现类似于景天酸代谢的通量分布。我们讨论了这一点的进化意义,以及来自不相关途径的景天酸代谢组件在进化过程中是如何整合的。