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对包含1243个开放阅读框的基因组规模代谢模型进行全面重建和评估。

Comprehensive reconstruction and evaluation of genome-scale metabolic model that accounts for 1243 ORFs.

作者信息

Ye Rui, Huang Mingzhi, Lu Hongzhong, Qian Jiangchao, Lin Weilu, Chu Ju, Zhuang Yingping, Zhang Siliang

机构信息

State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, No.130, Meilong Road, Shanghai, 200237 China.

出版信息

Bioresour Bioprocess. 2017;4(1):22. doi: 10.1186/s40643-017-0152-x. Epub 2017 May 9.

Abstract

BACKGROUND

is one of the most important cell factories for production of industrial enzymes and heterogenous proteins. The genome-scale metabolic model of high quality is crucial for comprehensive understanding of the metabolism.

METHODS

In this paper, we upgraded genome-scale metabolic model based on the combination of latest genome annotations and literatures. Then the performance of the new model was evaluated using the Cobra Toolbox v2.0.

RESULTS

Compared with the recently published model iMT1026, the reaction number in the new model iRY1243 was increased from 2035 to 2407 and the metabolite number was increased from 1018 to 1094. Accordingly, the unique ORF number was increased from 1026 to 1243. To improve the metabolic functions of genome-scale metabolic model, the biosynthesis pathways of vitamins and cofactors were carefully added. iRY1243 showed good performances when predicting the growth capability on most of the reported carbon and nitrogen sources, the metabolic flux distribution with glucose as a sole carbon source, the essential and partially essential genes, and the effects of gene deletion or overexpression on cell growth and -adenosyl-l-methionine production.

CONCLUSION

iRY1243 is an upgraded genome-scale metabolic model with significant improvements in the metabolic coverage and prediction ability, and thus it will be a potential platform for further systematic investigation of metabolism.

摘要

背景

是用于生产工业酶和异源蛋白的最重要细胞工厂之一。高质量的基因组规模代谢模型对于全面理解代谢至关重要。

方法

在本文中,我们基于最新的基因组注释和文献相结合的方式升级了基因组规模代谢模型。然后使用Cobra Toolbox v2.0评估新模型的性能。

结果

与最近发表的模型iMT1026相比,新模型iRY1243中的反应数从2035增加到2407,代谢物数从1018增加到1094。相应地,独特的开放阅读框(ORF)数从1026增加到1243。为了改善基因组规模代谢模型的代谢功能,仔细添加了维生素和辅因子的生物合成途径。当预测在大多数已报道的碳源和氮源上的生长能力、以葡萄糖作为唯一碳源时的代谢通量分布、必需和部分必需基因以及基因缺失或过表达对细胞生长和S-腺苷甲硫氨酸生产的影响时,iRY1243表现出良好的性能。

结论

iRY1243是一个升级的基因组规模代谢模型,在代谢覆盖范围和预测能力方面有显著改进,因此它将是进一步系统研究代谢的潜在平台。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1644/5423920/b77df9000a21/40643_2017_152_Fig1_HTML.jpg

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