Optimizing cultivation of Cordyceps militaris for fast growth and cordycepin overproduction using rational design of synthetic media
Open Access
- 9 December 2019
- journal article
- research article
- Published by American Association for the Advancement of Science (AAAS) in Computational and Structural Biotechnology Journal
- Vol. 18, 1-8
Abstract
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.com/sysbiomics/Cordyceps_militaris-GEM.Keywords
Funding Information
- National Research Council of Thailand
- Thailand Research Fund
This publication has 37 references indexed in Scilit:
- Proteomic and metabolomic profiles of larval hemolymph associated with diapause in the cotton bollworm, Helicoverpa armigeraBMC Genomics, 2013
- Reconstruction and Validation of a Genome-Scale Metabolic Model for the Filamentous Fungus Neurospora crassa Using FARMPLOS Computational Biology, 2013
- The RAVEN Toolbox and Its Use for Generating a Genome-scale Metabolic Model for Penicillium chrysogenumPLOS Computational Biology, 2013
- Unveiling the biosynthetic puzzle of destruxins in Metarhizium speciesProceedings of the National Academy of Sciences, 2012
- Genome sequence of the insect pathogenic fungus Cordyceps militaris, a valued traditional chinese medicineGenome Biology, 2011
- Medicinal uses of the mushroom Cordyceps militaris: Current state and prospectsFitoterapia, 2010
- Improved annotation through genome-scale metabolic modeling of Aspergillus oryzaeBMC Genomics, 2008
- Analysis of Aspergillus nidulans metabolism at the genome-scaleBMC Genomics, 2008
- In vitro Isolation and Influence of Nutritional Conditions on the Mycelial Growth of the Entomopathogenic and Medicinal Fungus Cordyceps militarisPlant Pathology Journal, 2006
- Optimization of carbon source and carbon/nitrogen ratio for cordycepin production by submerged cultivation of medicinal mushroom Cordyceps militarisProcess Biochemistry, 2005