메뉴 건너뛰기




Volumn 127, Issue , 2017, Pages 229-241

Analyses of extracellular protein production in Bacillus subtilis – I: Genome-scale metabolic model reconstruction based on updated gene-enzyme-reaction data

Author keywords

Bacillus subtilis; Flux balance analysis; Gene enzyme reaction data; Genome scale model; Metabolic engineering sites; Serine alkaline protease

Indexed keywords

AMINO ACIDS; BACTERIOLOGY; ENZYME ACTIVITY; ENZYMES; METABOLIC ENGINEERING; METABOLISM; THERMOANALYSIS;

EID: 85028613164     PISSN: 1369703X     EISSN: 1873295X     Source Type: Journal    
DOI: 10.1016/j.bej.2017.07.005     Document Type: Article
Times cited : (24)

References (41)
  • 1
    • 39049125071 scopus 로고    scopus 로고
    • Bacillus protein secretion: an unfolding story
    • Harwood, C.R., Cranenburgh, R., Bacillus protein secretion: an unfolding story. Trends Microbiol. 16 (2008), 73–79.
    • (2008) Trends Microbiol. , vol.16 , pp. 73-79
    • Harwood, C.R.1    Cranenburgh, R.2
  • 2
    • 84872143710 scopus 로고    scopus 로고
    • Bacillus subtilis: from soil bacterium to super secreting cell factory
    • van Dijl, J.M., Hecker, M., Bacillus subtilis: from soil bacterium to super secreting cell factory. Microb. Cell Fact. 12:3 (2013), 1–6, 10.1186/1475-2859-12-3.
    • (2013) Microb. Cell Fact. , vol.12 , Issue.3 , pp. 1-6
    • van Dijl, J.M.1    Hecker, M.2
  • 3
    • 0026544545 scopus 로고
    • The influence of ribosome-binding-site elements on translational efficiency in Bacillus subtilis and Escherichia coli in vivo
    • Vellanoweth, R.L., Rabinowitz, J.C., The influence of ribosome-binding-site elements on translational efficiency in Bacillus subtilis and Escherichia coli in vivo. Mol. Microbiol. 6 (1992), 1105–1114.
    • (1992) Mol. Microbiol. , vol.6 , pp. 1105-1114
    • Vellanoweth, R.L.1    Rabinowitz, J.C.2
  • 4
    • 0028919060 scopus 로고
    • The sigma factors of Bacillus subtilis
    • Haldenwang, W.G., The sigma factors of Bacillus subtilis. Microbiol. Rev. 59 (1995), 1–30.
    • (1995) Microbiol. Rev. , vol.59 , pp. 1-30
    • Haldenwang, W.G.1
  • 5
    • 84937439767 scopus 로고    scopus 로고
    • Improving protein production on the level of regulation of both expression and secretion pathways in Bacillus subtilis
    • Song, Y., Nikoloff, J.M., Zhang, D., Improving protein production on the level of regulation of both expression and secretion pathways in Bacillus subtilis. J. Microbiol. Biotechnol. 25 (2015), 963–977.
    • (2015) J. Microbiol. Biotechnol. , vol.25 , pp. 963-977
    • Song, Y.1    Nikoloff, J.M.2    Zhang, D.3
  • 7
    • 33748101074 scopus 로고    scopus 로고
    • Systematic screening of all signal peptides from Bacillus subtilis: a powerful strategy in optimizing heterologous protein secretion in gram-positive bacteria
    • Brockmeier, U., Caspers, M., Freudl, R., Jockwer, A., Noll, T., Eggert, T., Systematic screening of all signal peptides from Bacillus subtilis: a powerful strategy in optimizing heterologous protein secretion in gram-positive bacteria. J. Mol. Biol. 362 (2006), 393–402.
    • (2006) J. Mol. Biol. , vol.362 , pp. 393-402
    • Brockmeier, U.1    Caspers, M.2    Freudl, R.3    Jockwer, A.4    Noll, T.5    Eggert, T.6
  • 8
    • 9244221707 scopus 로고    scopus 로고
    • Protein traffic for secretion and related machinery of Bacillus subtilis
    • Yamane, K., Bunai, K., Kakeshita, H., Protein traffic for secretion and related machinery of Bacillus subtilis. Biosci. Biotechnol. Biochem. 68 (2004), 2007–2023.
    • (2004) Biosci. Biotechnol. Biochem. , vol.68 , pp. 2007-2023
    • Yamane, K.1    Bunai, K.2    Kakeshita, H.3
  • 9
    • 33845946823 scopus 로고    scopus 로고
    • Protein secretion pathways in Bacillus subtilis: implication for optimization of heterologous protein secretion
    • Ling, L.F., Zi, R.X., Wei, F.L., Jiang, B.S., Ping, L., Chun, X.H., Protein secretion pathways in Bacillus subtilis: implication for optimization of heterologous protein secretion. Biotechnol. Adv. 25 (2007), 1–12.
    • (2007) Biotechnol. Adv. , vol.25 , pp. 1-12
    • Ling, L.F.1    Zi, R.X.2    Wei, F.L.3    Jiang, B.S.4    Ping, L.5    Chun, X.H.6
  • 10
    • 84910002331 scopus 로고    scopus 로고
    • Molecular engineering of secretory machinery components for high-level secretion of proteins in Bacillus species
    • Kang, Z., Yang, S., Du, G., Chen, J., Molecular engineering of secretory machinery components for high-level secretion of proteins in Bacillus species. J. Ind. Microbiol. Biotechnol. 41 (2014), 1599–1607.
    • (2014) J. Ind. Microbiol. Biotechnol. , vol.41 , pp. 1599-1607
    • Kang, Z.1    Yang, S.2    Du, G.3    Chen, J.4
  • 11
    • 84883799318 scopus 로고    scopus 로고
    • Extracytoplasmic proteases determining the cleavage and release of secreted proteins lipoproteins, and membrane proteins in Bacillus subtilis
    • Krishnappa, L., Dreisbach, A., Otto, A., Goosens, V.J., Cranenburgh, R.M., Harwood, C.R., et al. Extracytoplasmic proteases determining the cleavage and release of secreted proteins lipoproteins, and membrane proteins in Bacillus subtilis. J. Proteom Res. 12 (2013), 4101–4110.
    • (2013) J. Proteom Res. , vol.12 , pp. 4101-4110
    • Krishnappa, L.1    Dreisbach, A.2    Otto, A.3    Goosens, V.J.4    Cranenburgh, R.M.5    Harwood, C.R.6
  • 13
    • 83255186862 scopus 로고    scopus 로고
    • Combined effect of improved cell yield and increased specific productivity enhances recombinant enzyme production in genome-reduced Bacillus subtilis strain MGB874
    • Manabe, K., Kageyama, Y., Morimoto, T., Ozawa, T., Sawada, K., Endo, K., Tohata, M., Ara, K., Ozaki, K., Ogasawara, N., Combined effect of improved cell yield and increased specific productivity enhances recombinant enzyme production in genome-reduced Bacillus subtilis strain MGB874. Appl. Environ. Microbiol. 77 (2011), 8370–8381.
    • (2011) Appl. Environ. Microbiol. , vol.77 , pp. 8370-8381
    • Manabe, K.1    Kageyama, Y.2    Morimoto, T.3    Ozawa, T.4    Sawada, K.5    Endo, K.6    Tohata, M.7    Ara, K.8    Ozaki, K.9    Ogasawara, N.10
  • 14
    • 0030731108 scopus 로고    scopus 로고
    • The complete genome sequence of the gram positive bacterium Bacillus subtilis
    • Kunst, F., et al. The complete genome sequence of the gram positive bacterium Bacillus subtilis. Nature 390 (1997), 249–256.
    • (1997) Nature , vol.390 , pp. 249-256
    • Kunst, F.1
  • 17
    • 0036356136 scopus 로고    scopus 로고
    • Bioreaction network flux analysis for industrial microorganisms: a review
    • Çalık, P., Özdamar, T.H., Bioreaction network flux analysis for industrial microorganisms: a review. Rev. Chem. Eng. 18 (2002), 553–596.
    • (2002) Rev. Chem. Eng. , vol.18 , pp. 553-596
    • Çalık, P.1    Özdamar, T.H.2
  • 18
    • 35348934254 scopus 로고    scopus 로고
    • Genome-scale reconstruction of metabolic network in Bacillus subtilis based on high-throughput phenotyping and gene essentiality data
    • Oh, Y.K., Palsson, B.O., Park, S.M., Schilling, C.H., Mahadevan, R., Genome-scale reconstruction of metabolic network in Bacillus subtilis based on high-throughput phenotyping and gene essentiality data. J. Biol. Chem. 282 (2007), 28791–28799.
    • (2007) J. Biol. Chem. , vol.282 , pp. 28791-28799
    • Oh, Y.K.1    Palsson, B.O.2    Park, S.M.3    Schilling, C.H.4    Mahadevan, R.5
  • 19
    • 42449123222 scopus 로고    scopus 로고
    • Reconstruction and analysis of the genetic and metabolic regulatory networks of the central metabolism of Bacillus subtilis
    • Goelzer, A., Brikci, F.B., Martin-Verstraete, I., Noirot, P., Bessières, P., Aymerich, S., Fromion, V., Reconstruction and analysis of the genetic and metabolic regulatory networks of the central metabolism of Bacillus subtilis. BMC Syst. Biol. 2:20 (2008), 1–18, 10.1186/1752-0509-2-20.
    • (2008) BMC Syst. Biol. , vol.2 , Issue.20 , pp. 1-18
    • Goelzer, A.1    Brikci, F.B.2    Martin-Verstraete, I.3    Noirot, P.4    Bessières, P.5    Aymerich, S.6    Fromion, V.7
  • 20
    • 67650573077 scopus 로고    scopus 로고
    • iBsull03: A new genome-scale metabolic model of Bacillus subtilis based on SEED annotations
    • Henry, C.S., Zinner, J.F., Cohoon, M.P., Stevens, R.L., iBsull03: A new genome-scale metabolic model of Bacillus subtilis based on SEED annotations. Genome Biol., 10, 2009, R69.
    • (2009) Genome Biol. , vol.10 , pp. R69
    • Henry, C.S.1    Zinner, J.F.2    Cohoon, M.P.3    Stevens, R.L.4
  • 22
    • 84879977002 scopus 로고    scopus 로고
    • In silico metabolic engineering of Bacillus subtilis for improved production of riboflavin Egl-237, (R,R)-2,3-butanediol and isobutanol
    • Hao, T., Han, B., Ma, H., Fu, J., Wang, H., Wang, Z., et al. In silico metabolic engineering of Bacillus subtilis for improved production of riboflavin Egl-237, (R,R)-2,3-butanediol and isobutanol. Mol. Biosyst. 9 (2013), 2034–2044.
    • (2013) Mol. Biosyst. , vol.9 , pp. 2034-2044
    • Hao, T.1    Han, B.2    Ma, H.3    Fu, J.4    Wang, H.5    Wang, Z.6
  • 23
    • 0345668475 scopus 로고    scopus 로고
    • Essential Bacillus subtilis genes
    • Kobayashi, K., et al. Essential Bacillus subtilis genes. Proc. Natl. Acad. Sci. U. S. A. 100 (2003), 4678–4683.
    • (2003) Proc. Natl. Acad. Sci. U. S. A. , vol.100 , pp. 4678-4683
    • Kobayashi, K.1
  • 24
    • 20044375201 scopus 로고    scopus 로고
    • Large-scale in vivo flux analysis shows rigidity and suboptimal performance of Bacillius subtilis metabolism
    • Fischer, E., Sauer, U., Large-scale in vivo flux analysis shows rigidity and suboptimal performance of Bacillius subtilis metabolism. Nat. Genet. 37 (2005), 636–640.
    • (2005) Nat. Genet. , vol.37 , pp. 636-640
    • Fischer, E.1    Sauer, U.2
  • 25
    • 0034844144 scopus 로고    scopus 로고
    • Stoichiometric growth model for riboflavin-producing Bacillus subtilis
    • Dauner, M., Sauer, U., Stoichiometric growth model for riboflavin-producing Bacillus subtilis. Biotechnol. Bioeng. 76 (2001), 132–143.
    • (2001) Biotechnol. Bioeng. , vol.76 , pp. 132-143
    • Dauner, M.1    Sauer, U.2
  • 27
    • 84891749330 scopus 로고    scopus 로고
    • SubtiWiki-a database for the model organism Bacillus subtilis that links pathway, interaction and expression information
    • Michna, R.H., Commichau, F.M., Tödter, D., Zschiedrich, C.P., Stülke, J., SubtiWiki-a database for the model organism Bacillus subtilis that links pathway, interaction and expression information. Nucleic Acids Res. 42 (2014), D692–D698.
    • (2014) Nucleic Acids Res. , vol.42 , pp. D692-D698
    • Michna, R.H.1    Commichau, F.M.2    Tödter, D.3    Zschiedrich, C.P.4    Stülke, J.5
  • 28
    • 0346494858 scopus 로고    scopus 로고
    • DEG: a database of essential genes
    • Zhang, R., Ou, H.Y., Zhang, C.T., DEG: a database of essential genes. Nucleic Acids Res. 32 (2004), D271–D272.
    • (2004) Nucleic Acids Res. , vol.32 , pp. D271-D272
    • Zhang, R.1    Ou, H.Y.2    Zhang, C.T.3
  • 29
    • 0033587790 scopus 로고    scopus 로고
    • Metabolic flux analysis for serine alkaline protease fermentation by Bacillus licheniformis in a defined medium: effects of oxygen transfer rate
    • Çalık, P., Çalık, G., Takaç, S., Özdamar, T.H., Metabolic flux analysis for serine alkaline protease fermentation by Bacillus licheniformis in a defined medium: effects of oxygen transfer rate. Biotechnol. Bioeng. 64 (1999), 151–167.
    • (1999) Biotechnol. Bioeng. , vol.64 , pp. 151-167
    • Çalık, P.1    Çalık, G.2    Takaç, S.3    Özdamar, T.H.4
  • 30
    • 0345628615 scopus 로고    scopus 로고
    • Oxygen transfer effects in serine alkaline protease fermentation by Bacillus licheniformis: Use of citric acid as the carbon source
    • Çalık, P., Çalık, G., Özdamar, T.H., Oxygen transfer effects in serine alkaline protease fermentation by Bacillus licheniformis: Use of citric acid as the carbon source. Enzyme Microb. Technol. 23 (1998), 451–461.
    • (1998) Enzyme Microb. Technol. , vol.23 , pp. 451-461
    • Çalık, P.1    Çalık, G.2    Özdamar, T.H.3
  • 31
    • 0027572102 scopus 로고
    • Metabolic flux distributions in Corynebacterium glutamicum during growth and lysine overproduction
    • Vallino, J.J., Stephanopoulos, G., Metabolic flux distributions in Corynebacterium glutamicum during growth and lysine overproduction. Biotechnol. Bioeng. 41 (1993), 633–646.
    • (1993) Biotechnol. Bioeng. , vol.41 , pp. 633-646
    • Vallino, J.J.1    Stephanopoulos, G.2
  • 34
    • 84936970780 scopus 로고    scopus 로고
    • Flux balance analysis reveals acetate metabolism modulates cyclic electron flow and alternative glycolytic pathways in Chlamydomonas reinhardtii
    • Chapman, S.P., Paget, C.M., Johnson, G.N., Schwartz, J.M., Flux balance analysis reveals acetate metabolism modulates cyclic electron flow and alternative glycolytic pathways in Chlamydomonas reinhardtii. Front. Plant Sci., 6, 2015, 474.
    • (2015) Front. Plant Sci. , vol.6 , pp. 474
    • Chapman, S.P.1    Paget, C.M.2    Johnson, G.N.3    Schwartz, J.M.4
  • 35
    • 1242274402 scopus 로고    scopus 로고
    • Flux coupling analysis of genome-scale metabolic network reconstructions
    • Burgard, A.P., Nikolaev, E.V., Schilling, C.H., Maranas, C.D., Flux coupling analysis of genome-scale metabolic network reconstructions. Genome Res. 14 (2004), 301–312.
    • (2004) Genome Res. , vol.14 , pp. 301-312
    • Burgard, A.P.1    Nikolaev, E.V.2    Schilling, C.H.3    Maranas, C.D.4
  • 36
    • 85030551267 scopus 로고    scopus 로고
    • MicroScope-Microbial Genome Annotation & Analysis Platform
    • (Accessed 14 December 2016)
    • MicroScope-Microbial Genome Annotation & Analysis Platform. 2016 https://www.genoscope.cns.fr/agc/microscope/metabolism/microcyc, (Accessed 14 December 2016).
    • (2016)
  • 37
    • 84941198229 scopus 로고    scopus 로고
    • Heading in the right direction: thermodynamics based network analysis and pathway engineering
    • Ataman, M., Hatzimanikatis, V., Heading in the right direction: thermodynamics based network analysis and pathway engineering. Curr. Opin. Biotechnol. 36 (2015), 176–182.
    • (2015) Curr. Opin. Biotechnol. , vol.36 , pp. 176-182
    • Ataman, M.1    Hatzimanikatis, V.2
  • 39
    • 0032921045 scopus 로고    scopus 로고
    • Mass flux balance-based model and metabolic pathway engineering analysis for serine alkaline protease synthesis by Bacillus licheniformis
    • Çalık, P., Özdamar, T.H., Mass flux balance-based model and metabolic pathway engineering analysis for serine alkaline protease synthesis by Bacillus licheniformis. Enzyme Microb. Technol. 24 (1999), 621–635.
    • (1999) Enzyme Microb. Technol. , vol.24 , pp. 621-635
    • Çalık, P.1    Özdamar, T.H.2
  • 40
    • 0034609208 scopus 로고    scopus 로고
    • Oxygen-transfer strategy and its regulation effects in serine alkaline protease production by Bacillus licheniformis
    • Çalık, P., Çalık, G., Özdamar, T.H., Oxygen-transfer strategy and its regulation effects in serine alkaline protease production by Bacillus licheniformis. Biotechnol. Bioeng. 69 (2000), 301–311.
    • (2000) Biotechnol. Bioeng. , vol.69 , pp. 301-311
    • Çalık, P.1    Çalık, G.2    Özdamar, T.H.3
  • 41
    • 85028610767 scopus 로고    scopus 로고
    • Analyses of extracellular protein production in Bacillus subtilis- II: responses of reaction network to oxygen transfer at transcriptional level
    • Kocabaş, P., Çalık, G., Çalık, P., Özdamar, T.H., Analyses of extracellular protein production in Bacillus subtilis- II: responses of reaction network to oxygen transfer at transcriptional level. Biochem. Eng. J., 2017, 10.1016/j.bej.2017.07.004.
    • (2017) Biochem. Eng. J.
    • Kocabaş, P.1    Çalık, G.2    Çalık, P.3    Özdamar, T.H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.