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弱克雷伯氏菌阳性酵母拉曼尼可拉氏菌基因组规模代谢模型的重建和分析。

Reconstruction and analysis of genome-scale metabolic model of weak Crabtree positive yeast Lachancea kluyveri.

机构信息

Department of Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, 721302, India.

School of Energy Science and Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, 721302, India.

出版信息

Sci Rep. 2020 Oct 1;10(1):16314. doi: 10.1038/s41598-020-73253-3.

Abstract

Lachancea kluyveri, a weak Crabtree positive yeast, has been extensively studied for its unique URC pyrimidine catabolism pathway. It produces more biomass than Saccharomyces cerevisiae due to the underlying weak Crabtree effect and resorts to fermentation only in oxygen limiting conditions that renders it as a suitable industrial host. The yeast also produces ethyl acetate as a major overflow metabolite in aerobic conditions. Here, we report the first genome-scale metabolic model, iPN730, of L. kluyveri comprising of 1235 reactions, 1179 metabolites, and 730 genes distributed in 8 compartments. The in silico viability in different media conditions and the growth characteristics in various carbon sources show good agreement with experimental data. Dynamic flux balance analysis describes the growth dynamics, substrate utilization and product formation kinetics in various oxygen-limited conditions. We have also demonstrated the effect of switching carbon sources on the production of ethyl acetate under varying oxygen uptake rates. A phenotypic phase plane analysis described the energetic cost penalty of ethyl acetate and ethanol production on the specific growth rate of L. kluyveri. We generated the context specific models of L. kluyveri growing on uracil or ammonium salts as the sole nitrogen source. Differential flux calculated using flux variability analysis helped us in highlighting pathways like purine, histidine, riboflavin and pyrimidine metabolism associated with uracil degradation. The genome-scale metabolic construction of L. kluyveri will provide a better understanding of metabolism behind ethyl acetate production as well as uracil catabolism (pyrimidine degradation) pathway. iPN730 is an addition to genome-scale metabolic models of non-conventional yeasts that will facilitate system-wide omics analysis to understand fungal metabolic diversity.

摘要

拉氏酵母(Lachancea kluyveri)是一种弱 Crabtree 阳性酵母,因其独特的 URC 嘧啶分解代谢途径而被广泛研究。由于潜在的弱 Crabtree 效应,它比酿酒酵母(Saccharomyces cerevisiae)产生更多的生物量,并仅在限制氧气的条件下进行发酵,使其成为合适的工业宿主。该酵母在有氧条件下还会产生乙酸乙酯作为主要的溢出代谢物。在这里,我们报告了第一个拉氏酵母的基因组规模代谢模型 iPN730,它包含 1235 个反应、1179 种代谢物和 730 种基因,分布在 8 个隔室中。不同培养基条件下的计算机模拟活力和不同碳源下的生长特性与实验数据吻合良好。动态通量平衡分析描述了在各种氧气限制条件下的生长动态、底物利用和产物形成动力学。我们还展示了在不同的氧气摄取率下切换碳源对乙酸乙酯生产的影响。表型相平面分析描述了乙酸乙酯和乙醇生产对拉氏酵母比生长速率的能量成本惩罚。我们生成了拉氏酵母以尿嘧啶或铵盐作为唯一氮源生长的上下文特定模型。使用通量可变性分析计算的差异通量帮助我们突出了与尿嘧啶降解相关的途径,如嘌呤、组氨酸、核黄素和嘧啶代谢。拉氏酵母的基因组规模代谢构建将提供对乙酸乙酯生产和尿嘧啶代谢(嘧啶降解)途径背后代谢的更好理解。iPN730 是非常规酵母基因组规模代谢模型的补充,将有助于进行系统范围的组学分析,以了解真菌代谢多样性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b44/7530994/2dc08a4e4129/41598_2020_73253_Fig1_HTML.jpg

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