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Genome-scale metabolic representation of Amycolatopsis balhimycina

Wanwipa Vongsangnak (Institutionen för kemi- och bioteknik, Systembiologi) ; L. F. Figueiredo ; J. Forster ; T. Weber ; J. Thykaer ; E. Stegmann ; W. Wohlleben ; Jens B. Nielsen (Institutionen för kemi- och bioteknik, Systembiologi)
Biotechnology and Bioengineering (0006-3592). Vol. 109 (2012), 7, p. 1798-1807.
[Artikel, refereegranskad vetenskaplig]

Infection caused by methicillin-resistant Staphylococcus aureus (MRSA) is an increasing societal problem. Typically, glycopeptide antibiotics are used in the treatment of these infections. The most comprehensively studied glycopeptide antibiotic biosynthetic pathway is that of balhimycin biosynthesis in Amycolatopsis balhimycina. The balhimycin yield obtained by A. balhimycina is, however, low and there is therefore a need to improve balhimycin production. In this study, we performed genome sequencing, assembly and annotation analysis of A. balhimycina and further used these annotated data to reconstruct a genome-scale metabolic model for the organism. Here we generated an almost complete A. balhimycina genome sequence comprising 10,562,587 base pairs assembled into 2,153 contigs. The high GC-genome (similar to 69%) includes 8,585 open reading frames (ORFs). We used our integrative toolbox called SEQTOR for functional annotation and then integrated annotated data with biochemical and physiological information available for this organism to reconstruct a genome-scale metabolic model of A. balhimycina. The resulting metabolic model contains 583 ORFs as protein encoding genes (7% of the predicted 8,585 ORFs), 407 EC numbers, 647 metabolites and 1,363 metabolic reactions. During the analysis of the metabolic model, linear, quadratic and evolutionary programming algorithms using flux balance analysis (FBA), minimization of metabolic adjustment (MOMA), and OptGene, respectively were applied as well as phenotypic behavior and improved balhimycin production were simulated. The A. balhimycina model shows a good agreement between in silico data and experimental data and also identifies key reactions associated with increased balhimycin production. The reconstruction of the genome-scale metabolic model of A. balhimycina serves as a basis for physiological characterization. The model allows a rational design of engineering strategies for increasing balhimycin production in A. balhimycina and glycopeptide production in general.

Nyckelord: Amycolatopsis balhimycina, balhimycin, genome annotation, metabolic reconstruction, modeling, streptomyces-coelicolor a3(2), mycobacterium-tuberculosis, glycopeptide, biosynthesis, staphylococcus-aureus, secondary metabolites, protein, families, amino-acid, sequence, database, antibiotics



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Denna post skapades 2012-06-11. Senast ändrad 2014-10-27.
CPL Pubid: 158736

 

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Institutioner (Chalmers)

Institutionen för kemi- och bioteknik, Systembiologi (2008-2014)

Ämnesområden

Livsvetenskaper
Industriell bioteknik

Chalmers infrastruktur