Systems and Synthetic Biology, Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden.
Department of Molecular Sciences, Swedish University of Agricultural Sciences, Uppsala, Sweden.
Biotechnol Bioeng. 2019 Dec;116(12):3396-3408. doi: 10.1002/bit.27162. Epub 2019 Sep 22.
The basidiomycete red yeast Rhodotorula toruloides is a promising platform organism for production of biooils. We present rhto-GEM, the first genome-scale model (GEM) of R. toruloides metabolism, that was largely reconstructed using RAVEN toolbox. The model includes 852 genes, 2,731 reactions, and 2,277 metabolites, while lipid metabolism is described using the SLIMEr formalism allowing direct integration of lipid class and acyl chain experimental distribution data. The simulation results confirmed that the R. toruloides model provides valid growth predictions on glucose, xylose, and glycerol, while prediction of genetic engineering targets to increase production of linolenic acid, triacylglycerols, and carotenoids identified genes-some of which have previously been engineered to successfully increase production. This renders rtho-GEM valuable for future studies to improve the production of other oleochemicals of industrial relevance including value-added fatty acids and carotenoids, in addition to facilitate system-wide omics-data analysis in R. toruloides. Expanding the portfolio of GEMs for lipid-accumulating fungi contributes to both understanding of metabolic mechanisms of the oleaginous phenotype but also uncover particularities of the lipid production machinery in R. toruloides.
担子菌红色酵母罗伦隐球酵母是生产生物油的有前途的平台生物。我们提出了 rhto-GEM,这是罗伦隐球酵母代谢的第一个基因组规模模型(GEM),该模型主要使用 RAVEN 工具箱进行了重建。该模型包括 852 个基因、2731 个反应和 2277 个代谢物,而脂质代谢则使用 SLIMEr 形式化方法进行描述,允许直接整合脂质类别和酰基链实验分布数据。模拟结果证实,罗伦隐球酵母模型可在葡萄糖、木糖和甘油上提供有效的生长预测,而预测基因工程目标以增加亚麻酸、三酰基甘油和类胡萝卜素的产量可识别出一些以前已被工程化以成功提高产量的基因。这使得 rtho-GEM 在未来的研究中具有很高的价值,可用于提高其他具有工业相关性的油脂化学品的产量,包括附加值脂肪酸和类胡萝卜素,此外还可促进罗伦隐球酵母的系统范围组学数据分析。扩大富含油脂真菌的 GEM 组合有助于理解油脂表型的代谢机制,同时揭示罗伦隐球酵母中脂质生产机制的特殊性。