Optimizing cultivation of Cordyceps militaris for fast growth and cordycepin overproduction using rational design of synthetic media

被引:33
作者
Raethong, Nachon [1 ]
Wang, Hao [2 ,3 ,4 ]
Nielsen, Jens [2 ,5 ]
Vongsangnak, Wanwipa [6 ,7 ,8 ]
机构
[1] Kasetsart Univ, Fac Sci, Interdisciplinary Grad Program Biosci, Bangkok, Thailand
[2] Chalmers Univ Technol, Dept Biol & Biol Engn, Gothenburg, Sweden
[3] Univ Gothenburg, Wallenberg Ctr Mol & Translat Med, Gothenburg, Sweden
[4] Chalmers Univ Technol, Sci Life Lab, Natl Bioinformat Infrastruct Sweden, Gothenburg, Sweden
[5] Tech Univ Denmark, Novo Nordisk Fdn Ctr Biosustainabil, Lyngby, Denmark
[6] Kasetsart Univ, Fac Sci, Dept Zool, Bangkok, Thailand
[7] Kasetsart Univ OmiKU, Omics Ctr Agr Bioresources Food & Hlth, Bangkok, Thailand
[8] Soochow Univ, Ctr Syst Biol, Sch Biol & Basic Med Sci, Suzhou, Peoples R China
关键词
Cordycepin; Cordyceps militaris; Genome-scale modeling; Synthetic media design; Systems biology; SUBMERGED CULTIVATION; MYCELIAL GROWTH; GENOME; OPTIMIZATION;
D O I
10.1016/j.csbj.2019.11.003
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Cordyceps militaris is an entomopathogenic fungus which is often used in Asia as a traditional medicine developed from age-old wisdom. Presently, cordycepin from C. militaris is a great interest in medicinal applications. However, cellular growth of C. militaris and the association with cordycepin production remain poorly understood. To explore the metabolism of C. militaris as potential cell factories in medical and biotechnology applications, this study developed a high-quality genome-scale metabolic model of C. militaris, iNR1329, based on its genomic content and physiological data. The model included a total of 1329 genes, 1821 biochemical reactions, and 1171 metabolites among 4 different cellular compartments. Its in silico growth simulation results agreed well with experimental data on different carbon sources. iNR1329 was further used for optimizing the growth and cordycepin overproduction using a novel approach, POPCORN, for rational design of synthetic media. In addition to the high-quality GEM iNR1329, the presented POPCORN approach was successfully used to rationally design an optimal synthetic medium with C:N ratio of 8:1 for enhancing 3.5-fold increase in cordycepin production. This study thus provides a novel insight into C. militaris physiology and highlights a potential GEM-driven method for synthetic media design and metabolic engineering application. The iNR1329 and the POPCORN approach are available at the GitHub repository: https://github.copm/sysbiomics/Cordyceps_militaris-GEM. (C) 2019 The Authors. Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology.
引用
收藏
页码:1 / 8
页数:8
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