期刊论文详细信息
BMC Systems Biology
Genome-scale analysis of the high-efficient protein secretion system of Aspergillus oryzae
Jens Nielsen1  Carsten Hjort2  Tobias Österlund3  Amir Feizi3  Lifang Liu3 
[1] Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Fremtidsvej 3, DK-2970 Hørsholm, Denmark;Novozymes A/S, Krogshoejvej 36, 2880 Bagsvaerd, Denmark;Novo Nordisk Foundation Center for Biosustainability, Department of Chemical and Biologicl Engineering, Chalmers University of Technology, SE-41296 Göteborg, Sweden
关键词: Transcriptome;    Secretory pathway;    Comparative genomics;    α-amylase;    Aspergillus oryzae;   
Others  :  864930
DOI  :  10.1186/1752-0509-8-73
 received in 2013-12-04, accepted in 2014-06-18,  发布年份 2014
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【 摘 要 】

Background

The koji mold, Aspergillus oryzae is widely used for the production of industrial enzymes due to its particularly high protein secretion capacity and ability to perform post-translational modifications. However, systemic analysis of its secretion system is lacking, generally due to the poorly annotated proteome.

Results

Here we defined a functional protein secretory component list of A. oryzae using a previously reported secretory model of S. cerevisiae as scaffold. Additional secretory components were obtained by blast search with the functional components reported in other closely related fungal species such as Aspergillus nidulans and Aspergillus niger. To evaluate the defined component list, we performed transcriptome analysis on three α-amylase over-producing strains with varying levels of secretion capacities. Specifically, secretory components involved in the ER-associated processes (including components involved in the regulation of transport between ER and Golgi) were significantly up-regulated, with many of them never been identified for A. oryzae before. Furthermore, we defined a complete list of the putative A. oryzae secretome and monitored how it was affected by overproducing amylase.

Conclusion

In combination with the transcriptome data, the most complete secretory component list and the putative secretome, we improved the systemic understanding of the secretory machinery of A. oryzae in response to high levels of protein secretion. The roles of many newly predicted secretory components were experimentally validated and the enriched component list provides a better platform for driving more mechanistic studies of the protein secretory pathway in this industrially important fungus.

【 授权许可】

   
2014 Liu et al.; licensee BioMed Central Ltd.

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【 参考文献 】
  • [1]Ward OP: Production of recombinant proteins by filamentous fungi. Biotechnol Adv 2012, 30:1119-1139.
  • [2]Lubertozzi D, Keasling JD: Developing Aspergillus as a host for heterologous expression. Biotechnol Adv 2009, 27:53-75.
  • [3]Fleissner A, Dersch P: Expression and export: recombinant protein production systems for Aspergillus. Appl Microbiol Biotechnol 2010, 87:1255-1270.
  • [4]Meyer V, Wu B, Ram AFJ: Aspergillus as a multi-purpose cell factory: current status and perspectives. Biotechnol Lett 2011, 33:469-476.
  • [5]Knuf C, Nielsen J: Aspergilli: systems biology and industrial applications. Biotechnol J 2012, 7:1147-1155.
  • [6]Machida M, Asai K, Sano M, Tanaka T, Kumagai T, Terai G, Kusumoto K, Arima T, Akita O, Kashiwagi Y: Genome sequencing and analysis of Aspergillus oryzae. Nature 2005, 438:1157-1161.
  • [7]Arnaud MB, Cerqueira GC, Inglis DO, Skrzypek MS, Binkley J, Chibucos MC, Crabtree J, Howarth C, Orvis J, Shah P: The Aspergillus Genome Database (AspGD): recent developments in comprehensive multispecies curation, comparative genomics and community resources. Nucleic Acids Res 2012, 40:D653-D659.
  • [8]Feizi A, Österlund T, Petranovic D, Bordel S, Nielsen J: Genome-scale modeling of the protein secretory machinery in yeast. PLoS One 2013, 8:e63284.
  • [9]Altschul SF, Madden TL, Schäffer AA, Zhang J, Zhang Z, Miller W, Lipman DJ: Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res 1997, 25:3389-3402.
  • [10]Wang B, Guo G, Wang C, Lin Y, Wang X, Zhao M, Guo Y, He M, Zhang Y, Pan L: Survey of the transcriptome of Aspergillus oryzae via massively parallel mRNA sequencing. Nucleic Acids Res 2010, 38:5075-5087.
  • [11]de Oliveira JMPF, van Passel MW, Schaap PJ, de Graaff LH: Shotgun proteomics of Aspergillus niger microsomes upon D-xylose induction. Appl Environ Microbiol 2010, 76:4421-4429.
  • [12]Kuratsu M, Taura A, Shoji J-y, Kikuchi S, Arioka M, Kitamoto K: Systematic analysis of SNARE localization in the filamentous fungus Aspergillus oryzae. Fungal Genet Biol 2007, 44:1310-1323.
  • [13]Sims AH, Gent ME, Lanthaler K, Dunn-Coleman NS, Oliver SG, Robson GD: Transcriptome analysis of recombinant protein secretion by Aspergillus nidulans and the unfolded-protein response in vivo. Appl Environ Microbiol 2005, 71:2737-2747.
  • [14]Guillemette T, van Peij NN, Goosen T, Lanthaler K, Robson GD, van den Hondel CA, Stam H, Archer DB: Genomic analysis of the secretion stress response in the enzyme-producing cell factory Aspergillus niger. BMC Genomics 2007, 8:158.
  • [15]Martoglio B, Dobberstein B: Signal sequences: more than just greasy peptides. Trends Cell Biol 1998, 8:410-415.
  • [16]Lippincott-Schwartz J, Roberts TH, Hirschberg K: Secretory protein trafficking and organelle dynamics in living cells. Annu Rev Cell Dev Biol 2000, 16:557-589.
  • [17]Choi J, Park J, Kim D, Jung K, Kang S, Lee Y-H: Fungal secretome database: integrated platform for annotation of fungal secretomes. BMC Genomics 2010, 11:105.
  • [18]Tsang A, Butler G, Powlowski J, Panisko EA, Baker SE: Analytical and computational approaches to define the Aspergillus niger secretome. Fungal Genet Biol 2009, 46:S153-S160.
  • [19]Zimmermann R, Eyrisch S, Ahmad M, Helms V: Protein translocation across the ER membrane. Biochimica et Biophysica Acta (BBA)-Biomembranes 2011, 1808:912-924.
  • [20]Nickel W: Pathways of unconventional protein secretion. Curr Opin Biotechnol 2010, 21:621-626.
  • [21]Pedersen H, Carlsen M, Nielsen J: Identification of enzymes and quantification of metabolic fluxes in the wild type and in a recombinant Aspergillus oryzae strain. Appl Environ Microbiol 1999, 65:11-19.
  • [22]Spohr A, Carlsen M, Nielsen J, Villadsen J: α-Amylase production in recombinant Aspergillus oryzae during fed-batch and continuous cultivations. J Ferment Bioeng 1998, 86:49-56.
  • [23]Christensen T, Woeldike H, Boel E, Mortensen SB, Hjortshoej K, Thim L, Hansen MT: High level expression of recombinant genes in Aspergillus oryzae. Nat Biotechnol 1988, 6:1419-1422.
  • [24]Verdoes JC, Punt P, Hondel C: Molecular genetic strain improvement for the overproduction of fungal proteins by filamentous fungi. Appl Microbiol Biot 1995, 43:195-205.
  • [25]Kelly JM, Hynes M: Multiple copies of the amdS gene of Aspergillus nidulans cause titration of trans-acting regulatory proteins. Curr Genet 1987, 12:21-31.
  • [26]Woeldike HF: Process for the Production of Protein Products in Aspergillus and Promoters for Use in Aspergillus. In Issuing Organization. Novo Nordisk A/S; 1988. Patent Number: WO 1989001969 A1
  • [27]Petersen K, Lehmbeck J, Christensen T: A new transcriptional activator for amylase genes in Aspergillus. Mol. Gen. Genet. MGG 1999, 262:668-676.
  • [28]Oliveira A, Patil K, Nielsen J: Architecture of transcriptional regulatory circuits is knitted over the topology of bio-molecular interaction networks. BMC Syst. Biol. 2008, 2:17.
  • [29]Väremo L, Nielsen J, Nookaew I: Enriching the gene set analysis of genome-wide data by incorporating directionality of gene expression and combining statistical hypotheses and methods. Nucleic Acids Res 2013, 41:4378-4391.
  • [30]Tyo KEJ, Liu Z, Petranovic D, Nielsen J: Imbalance of heterologous protein folding and disulfide bond formation rates yields runaway oxidative stress. BMC Biol 2012, 10:16.
  • [31]Randez-Gil F, Sanz P: Expression of Aspergillus oryzae α-amylase gene in Saccharomyces cerevisiae. Fems Microbiol Lett 1993, 112:119-124.
  • [32]Semenza JC, Hardwick KG, Dean N, Pelham HR: ERD2, a yeast gene required for the receptor-mediated retrieval of luminal ER proteins from the secretory pathway. Cell 1990, 61:1349-1357.
  • [33]Beh CT, RoSE MD: Two redundant systems maintain levels of resident proteins within the yeast endoplasmic reticulum. Proc Natl Acad Sci 1995, 92:9820-9823.
  • [34]Sidrauski C, Walter P: The transmembrane kinase Ire1p is a site-specific endonuclease that initiates mRNA splicing in the unfolded protein response. Cell 1997, 90:1031-1039.
  • [35]Leber JH, Bernales S, Walter P: IRE1-independent gain control of the unfolded protein response. PLoS Biol 2004, 2:1197-1207.
  • [36]Malhotra JD, Kaufman RJ: The endoplasmic reticulum and the unfolded protein response. Semin Cell Dev Biol 2007, 18:716-731.
  • [37]Davé A, Jeenes DJ, Mackenzie DA, Archer DB: HacA-independent induction of chaperone-encoding gene bipA in Aspergillus niger strains overproducing membrane proteins. Appl Environ Microbiol 2006, 72:953-955.
  • [38]Bouzarelou D, Billini M, Roumelioti K, Sophianopoulou V: EglD, a putative endoglucanase, with an expansin like domain is localized in the conidial cell wall of Aspergillus nidulans. Fungal Genet Biol 2008, 45:839-850.
  • [39]Cosgrove DJ: Loosening of plant cell walls by expansins. Nature 2000, 407:321-326.
  • [40]De Groot PW, Ram AF, Klis FM: Features and functions of covalently linked proteins in fungal cell walls. Fungal Genet Biol 2005, 42:657-675.
  • [41]Al-Sheikh H, Watson AJ, Lacey GA, Punt PJ, MacKenzie DA, Jeenes DJ, Pakula T, Penttila M, Alcocer MJ, Archer DB: Endoplasmic reticulum stress leads to the selective transcriptional downregulation of the glucoamylase gene in Aspergillus niger. Mol Microbiol 2004, 53:1731-1742.
  • [42]Gomi K, Akeno T, Minetoki T, Ozeki K, Kumagai C, Okazaki N, Iimura Y: Molecular cloning and characterization of a transcriptional activator gene, amyR, involved in the amylolytic gene expression in Aspergillus oryzae. Biosci Biotechnol Biochem 2000, 64:816-827.
  • [43]Vongsangnak W, Salazar M, Hansen K, Nielsen J: Genome-wide analysis of maltose utilization and regulation in aspergilli. Microbiology 2009, 155:3893-3902.
  • [44]Nemoto T, Maruyama J-i, Kitamoto K: Improvement of heterologous protein production in Aspergillus oryzae by RNA interference with alpha-amylase genes. Biosci Biotechnol Biochem 2009, 73:2370-2373.
  • [45]Martinez-Pastor M, Marchler G, Schüller C, Marchler-Bauer A, Ruis H, Estruch F: The Saccharomyces cerevisiae zinc finger proteins Msn2p and Msn4p are required for transcriptional induction through the stress response element (STRE). EMBO J 1996, 15:2227.
  • [46]Andersen MR, Vongsangnak W, Panagiotou G, Salazar MP, Lehmann L, Nielsen J: A trispecies Aspergillus microarray: comparative transcriptomics of three Aspergillus species. Proc Natl Acad Sci 2008, 105:4387-4392.
  • [47]Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J: Bioconductor: open software development for computational biology and bioinformatics. Genome Biol 2004, 5:R80.
  • [48]Affymetrix Inc: Guide to Probe Logarithmic Intensity Error (PLIER) Estimation. In Technical Note. Santa Clara, CA: Affymetrix Inc; 2005.
  • [49]Benjamini Y, Hochberg Y: Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Series B (Methodological) 1995, 57:289-300.
  • [50]Frey BJ, Dueck D: Clustering by passing messages between data points. Science 2007, 315:972-976.
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