Department of Biological Sciences, Louisiana State University, Baton Rouge, Louisiana 70803, USA.
Plant Physiol. 2010 Feb;152(2):590-601. doi: 10.1104/pp.109.148700. Epub 2009 Nov 20.
A systems model that describes vesicle trafficking during pollen tube growth in Arabidopsis (Arabidopsis thaliana) was constructed. The model is composed of ordinary differential equations that connect the molecular functions of genes expressed in pollen. The current model requires soluble N-ethylmaleimide-sensitive fusion protein attachment protein receptors (SNAREs) and small GTPases, Arf or Rab, to reasonably predict tube growth as a function of time. Tube growth depends on vesicle trafficking that transports phospholipid and pectin to the tube tip. The vesicle trafficking genes identified by analyzing publicly available transcriptome data comprised 328 genes. Fourteen of them are up-regulated by the gibberellin signaling pathway during pollen development, which includes the SNARE genes SYP124 and SYP125 and the Rab GTPase gene RABA4D. The model results adequately fit the pollen tube growth of both previously reported wild-type and raba4d knockout lines. Furthermore, the difference of pollen tube growth in syp124/syp125 single and double mutations was quantitatively predicted based on the model analysis. In general, a systems model approach to vesicle trafficking arguably demonstrated the importance of the functional connections in pollen tube growth and can help guide future research directions.
构建了一个描述拟南芥花粉管生长过程中小泡运输的系统模型。该模型由连接花粉中表达的基因的分子功能的常微分方程组成。当前的模型需要可溶性 N-乙基马来酰亚胺敏感的融合蛋白附着蛋白受体(SNARE)和小 GTPase、Arf 或 Rab,才能合理地预测作为时间函数的管生长。管生长取决于将磷脂和果胶运输到管尖的小泡运输。通过分析公开可用的转录组数据鉴定的小泡运输基因包括 328 个基因。其中 14 个基因在花粉发育过程中受赤霉素信号通路上调,包括 SNARE 基因 SYP124 和 SYP125 以及 Rab GTPase 基因 RABA4D。模型结果充分适用于先前报道的野生型和 raba4d 敲除系的花粉管生长。此外,基于模型分析定量预测了 syp124/syp125 单突变和双突变花粉管生长的差异。总的来说,小泡运输的系统模型方法证明了在花粉管生长中功能连接的重要性,并可以帮助指导未来的研究方向。