Genome-scale metabolic representation of Amycolatopsis balhimycina

被引:16
作者
Vongsangnak, Wanwipa [1 ,3 ]
Figueiredo, Luis Filipe [1 ,3 ]
Forster, Jochen [1 ]
Weber, Tilmann [2 ]
Thykaer, Jette [3 ]
Stegmann, Evi [2 ]
Wohlleben, Wolfgang [2 ]
Nielsen, Jens [3 ]
机构
[1] Fluxome AS, DK-3660 Stenlose, Denmark
[2] Univ Tubingen, Dept Microbiol & Biotechnol, Interfac Inst Microbiol & Infect Med, Tubingen, Germany
[3] Tech Univ Denmark, Dept Syst Biol, Lyngby, Denmark
关键词
Amycolatopsis balhimycina; balhimycin; genome annotation; metabolic reconstruction; modeling; STREPTOMYCES-COELICOLOR A3(2); MYCOBACTERIUM-TUBERCULOSIS; STAPHYLOCOCCUS-AUREUS; AMINO-ACID; SEQUENCE; PROTEIN; BIOSYNTHESIS; DATABASE; IDENTIFICATION; RESISTANCE;
D O I
10.1002/bit.24436
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
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. Biotechnol. Bioeng. 2012; 109:17981807. (C) 2012 Wiley Periodicals, Inc.
引用
收藏
页码:1798 / 1807
页数:10
相关论文
共 58 条
  • [1] BASIC LOCAL ALIGNMENT SEARCH TOOL
    ALTSCHUL, SF
    GISH, W
    MILLER, W
    MYERS, EW
    LIPMAN, DJ
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) : 403 - 410
  • [2] Ayar-Kayali H, 2010, Prikl Biokhim Mikrobiol, V46, P519
  • [3] CRITICA: Coding region identification tool invoking comparative analysis
    Badger, JH
    Olsen, GJ
    [J]. MOLECULAR BIOLOGY AND EVOLUTION, 1999, 16 (04) : 512 - 524
  • [4] Genetic methods and strategies for secondary metabolite yield improvement in actinomycetes
    Baltz, RH
    [J]. ANTONIE VAN LEEUWENHOEK INTERNATIONAL JOURNAL OF GENERAL AND MOLECULAR MICROBIOLOGY, 2001, 79 (3-4): : 251 - 259
  • [5] Complete genome sequence of the model actinomycete Streptomyces coelicolor A3(2)
    Bentley, SD
    Chater, KF
    Cerdeño-Tárraga, AM
    Challis, GL
    Thomson, NR
    James, KD
    Harris, DE
    Quail, MA
    Kieser, H
    Harper, D
    Bateman, A
    Brown, S
    Chandra, G
    Chen, CW
    Collins, M
    Cronin, A
    Fraser, A
    Goble, A
    Hidalgo, J
    Hornsby, T
    Howarth, S
    Huang, CH
    Kieser, T
    Larke, L
    Murphy, L
    Oliver, K
    O'Neil, S
    Rabbinowitsch, E
    Rajandream, MA
    Rutherford, K
    Rutter, S
    Seeger, K
    Saunders, D
    Sharp, S
    Squares, R
    Squares, S
    Taylor, K
    Warren, T
    Wietzorrek, A
    Woodward, J
    Barrell, BG
    Parkhill, J
    Hopwood, DA
    [J]. NATURE, 2002, 417 (6885) : 141 - 147
  • [6] The Gene Ontology in 2010: extensions and refinements The Gene Ontology Consortium
    Berardini, Tanya Z.
    Li, Donghui
    Huala, Eva
    Bridges, Susan
    Burgess, Shane
    McCarthy, Fiona
    Carbon, Seth
    Lewis, Suzanna E.
    Mungall, Christopher J.
    Abdulla, Amina
    Wood, Valerie
    Feltrin, Erika
    Valle, Giorgio
    Chisholm, Rex L.
    Fey, Petra
    Gaudet, Pascale
    Kibbe, Warren
    Basu, Siddhartha
    Bushmanova, Yulia
    Eilbeck, Karen
    Siegele, Deborah A.
    McIntosh, Brenley
    Renfro, Daniel
    Zweifel, Adrienne
    Hu, James C.
    Ashburner, Michael
    Tweedie, Susan
    Alam-Faruque, Yasmin
    Apweiler, Rolf
    Auchinchloss, Andrea
    Bairoch, Amos
    Barrell, Daniel
    Binns, David
    Blatter, Marie-Claude
    Bougueleret, Lydie
    Boutet, Emmanuel
    Breuza, Lionel
    Bridge, Alan
    Browne, Paul
    Chan, Wei Mun
    Coudert, Elizabeth
    Daugherty, Louise
    Dimmer, Emily
    Eberhardt, Ruth
    Estreicher, Anne
    Famiglietti, Livia
    Ferro-Rojas, Serenella
    Feuermann, Marc
    Foulger, Rebecca
    Gruaz-Gumowski, Nadine
    [J]. NUCLEIC ACIDS RESEARCH, 2010, 38 : D331 - D335
  • [7] Genome-scale analysis of Streptomyces coelicolor A3(2) metabolism
    Borodina, I
    Krabben, P
    Nielsen, J
    [J]. GENOME RESEARCH, 2005, 15 (06) : 820 - 829
  • [8] The MetaCyc database of metabolic pathways and enzymes and the BioCyc collection of pathway/genome databases
    Caspi, Ron
    Altman, Tomer
    Dale, Joseph M.
    Dreher, Kate
    Fulcher, Carol A.
    Gilham, Fred
    Kaipa, Pallavi
    Karthikeyan, Athikkattuvalasu S.
    Kothari, Anamika
    Krummenacker, Markus
    Latendresse, Mario
    Mueller, Lukas A.
    Paley, Suzanne
    Popescu, Liviu
    Pujar, Anuradha
    Shearer, Alexander G.
    Zhang, Peifen
    Karp, Peter D.
    [J]. NUCLEIC ACIDS RESEARCH, 2010, 38 : D473 - D479
  • [9] Waves of resistance: Staphylococcus aureus in the antibiotic era
    Chambers, Henry F.
    DeLeo, Frank R.
    [J]. NATURE REVIEWS MICROBIOLOGY, 2009, 7 (09) : 629 - 641
  • [10] Infection with vancomycin-resistant Staphylococcus aureus containing the vanA resistance gene
    Chang, S
    Sievert, DM
    Hageman, JC
    Boulton, ML
    Tenover, FC
    Downes, FP
    Shah, S
    Rudrik, JT
    Pupp, GR
    Brown, WJ
    Cardo, D
    Fridkin, SK
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2003, 348 (14) : 1342 - 1347