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Recovery of Phenotypes Obtained by Adaptive Evolution through Inverse Metabolic Engineering

机译:通过逆代谢工程通过自适应进化获得的表型的恢复

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摘要

In a previous study, system level analysis of adaptively evolved yeast mutants showing improved galactose utilization revealed relevant mutations. The governing mutations were suggested to be in the Ras/PKA signaling pathway and ergosterol metabolism. Here, site-directed mutants having one of the mutations RAS2Lys77, RAS2Tyr112, and ERG5Pro370 were constructed and evaluated. The mutants were also combined with overexpression of PGM2, earlier proved as a beneficial target for galactose utilization. The constructed strains were analyzed for their gross phenotype, transcriptome and targeted metabolites, and the results were compared to those obtained from reference strains and the evolved strains. The RAS2Lys77 mutation resulted in the highest specific galactose uptake rate among all of the strains with an increased maximum specific growth rate on galactose. The RAS2Tyr112 mutation also improved the specific galactose uptake rate and also resulted in many transcriptional changes, including ergosterol metabolism. The ERG5Pro370 mutation only showed a small improvement, but when it was combined with PGM2 overexpression, the phenotype was almost the same as that of the evolved mutants. Combination of the RAS2 mutations with PGM2 overexpression also led to a complete recovery of the adaptive phenotype in galactose utilization. Recovery of the gross phenotype by the reconstructed mutants was achieved with much fewer changes in the genome and transcriptome than for the evolved mutants. Our study demonstrates how the identification of specific mutations by systems biology can direct new metabolic engineering strategies for improving galactose utilization by yeast.
机译:在先前的研究中,对适应性进化的酵母突变体进行的系统级分析显示,半乳糖利用率得到提高,揭示了相关的突变。建议控制突变是在Ras / PKA信号通路和麦角固醇代谢中。在此,构建并评估了具有突变RAS2 Lys77 ,RAS2 Tyr112 和ERG5 Pro370 之一的定点突变体。突变体还与PGM2的过表达结合,更早地被证明是利用半乳糖的有益靶标。分析构建的菌株的总表型,转录组和靶向代谢物,并将结果与​​参考菌株和进化菌株的结果进行比较。在所有菌株中,RAS2 Lys77 突变导致最高的特定半乳糖摄取率,并且对半乳糖的最大特定生长率增加。 RAS2 Tyr112 突变还提高了特定半乳糖的摄取率,并导致许多转录变化,包括麦角固醇代谢。 ERG5 Pro370 突变仅表现出很小的改善,但与PGM2过表达结合后,其表型几乎与进化后的突变体相同。 RAS2突变与PGM2过表达的结合还导致半乳糖利用中适应性表型的完全恢复。与进化的突变体相比,基因组和转录组的变化要少得多,因此可以通过重建的突变体恢复总体表型。我们的研究表明,通过系统生物学识别特定突变如何引导新的代谢工程策略提高酵母对半乳糖的利用。

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