Systems Biology and Mathematical Modeling, Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany.
Bioinformatics, Institute of Biochemistry and Biology, University of Potsdam, 14476 Potsdam, Germany.
Plant Physiol. 2023 Apr 3;191(4):2150-2166. doi: 10.1093/plphys/kiad054.
Plant respiration not only provides energy to support all cellular processes, including biomass production, but also plays a major role in the global carbon cycle. Therefore, modulation of plant respiration can be used to both increase the plant yield and mitigate the effects of global climate change. Mechanistic modeling of plant respiration at sufficient biochemical detail can provide key insights for rational engineering of this process. Yet, despite its importance, plant respiration has attracted considerably less modeling effort in comparison to photosynthesis. In this update review, we highlight the advances made in modeling of plant respiration, emphasizing the gradual but important change from phenomenological to models based on first principles. We also provide a detailed account of the existing resources that can contribute to resolving the challenges in modeling plant respiration. These resources point at tangible improvements in the representation of cellular processes that contribute to CO2 evolution and consideration of kinetic properties of underlying enzymes to facilitate mechanistic modeling. The update review emphasizes the need to couple biochemical models of respiration with models of acclimation and adaptation of respiration for their effective usage in guiding breeding efforts and improving terrestrial biosphere models tailored to future climate scenarios.
植物呼吸不仅为支持所有细胞过程(包括生物质生产)提供能量,还在全球碳循环中发挥主要作用。因此,调节植物呼吸可以既增加植物产量,又减轻全球气候变化的影响。在足够的生化细节上对植物呼吸进行机理建模可以为该过程的合理工程设计提供关键见解。然而,尽管它很重要,但与光合作用相比,植物呼吸受到的建模工作要少得多。在本次更新综述中,我们强调了植物呼吸建模方面的进展,强调了从现象学到基于第一原理模型的逐步但重要的转变。我们还详细介绍了有助于解决植物呼吸建模挑战的现有资源。这些资源指出了对有助于 CO2 释放的细胞过程的表示方法的切实改进,并考虑了基础酶的动力学特性,以促进机理建模。更新综述强调了将呼吸的生化模型与呼吸适应和驯化的模型相耦合的必要性,以便在指导育种工作和改进针对未来气候情景的陆地生物圈模型方面有效地使用这些模型。