Department of Computer Science, University of Calgary, Calgary, Alberta T2N 1N4, Canada.
Cold Spring Harb Perspect Biol. 2022 Mar 1;14(3):a040097. doi: 10.1101/cshperspect.a040097.
Auxin regulates many aspects of plant development and behavior, including the initiation of new outgrowth, patterning of vascular systems, control of branching, and responses to the environment. Computational models have complemented experimental studies of these processes. We review these models from two perspectives. First, we consider cellular and tissue-level models of interaction between auxin and its transporters in shoots. These models form a coherent body of results exploring different hypotheses pertinent to the patterning of new outgrowth and vascular strands. Second, we consider models operating at the level of plant organs and entire plants. We highlight techniques used to reduce the complexity of these models, which provide a path to capturing the essence of studied phenomena while running simulations efficiently.
生长素调节植物发育和行为的许多方面,包括新生长的启动、脉管系统的模式形成、分枝的控制以及对环境的响应。计算模型补充了对这些过程的实验研究。我们从两个角度来回顾这些模型。首先,我们考虑了芽中生长素与其转运蛋白之间相互作用的细胞和组织水平模型。这些模型形成了一个连贯的结果体系,探讨了与新生长和脉管束模式形成相关的不同假说。其次,我们考虑了在植物器官和整个植物水平上运作的模型。我们强调了用于降低这些模型复杂性的技术,这些技术为捕捉研究现象的本质提供了一条途径,同时也能有效地进行模拟。