BMC Genomics | |
Investigation of protein secretion and secretion stress in Ashbya gossypii | |
Lucília Domingues2  Merja Penttilä3  Marilyn G Wiebe3  Mikko Arvas3  Orquídea Ribeiro1  Tatiana Q Aguiar2  | |
[1] Department of Life Sciences, Imperial College London, Exhibition Road, London SW7 2AZ, UK;CEB – Centre of Biological Engineering, University of Minho, 4710-057 Braga, Portugal;VTT Technical Research Centre of Finland, Espoo, P.O. Box 1000, FIN-02044 VTT, Finland | |
关键词: Transcriptome; Secretome; Secretion stress; Proteins secretion; Ashbya gossypii; | |
Others : 1125696 DOI : 10.1186/1471-2164-15-1137 |
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received in 2014-08-13, accepted in 2014-11-20, 发布年份 2014 | |
【 摘 要 】
Background
Ashbya gossypii is a filamentous Saccharomycete used for the industrial production of riboflavin that has been recently explored as a host system for recombinant protein production. To gain insight into the protein secretory pathway of this biotechnologically relevant fungus, we undertook genome-wide analyses to explore its secretome and its transcriptional responses to protein secretion stress.
Results
A computational pipeline was used to predict the inventory of proteins putatively secreted by A. gossypii via the general secretory pathway. The proteins actually secreted by this fungus into the supernatants of submerged cultures in minimal and rich medium were mapped by two-dimensional gel electrophoresis, revealing that most of the A. gossypii secreted proteins have an isoelectric point between 4 and 6, and a molecular mass above 25 kDa. These analyses together indicated that 1-4% of A. gossypii proteins are likely to be secreted, of which less than 33% are putative hydrolases. Furthermore, transcriptomic analyses carried out in A. gossypii cells under recombinant protein secretion conditions and dithiothreitol-induced secretion stress unexpectedly revealed that a conventional unfolded protein response (UPR) was not activated in any of the conditions, as the expression levels of several well-known UPR target genes (e.g. IRE1, KAR2, HAC1 and PDI1 homologs) remained unaffected. However, several other genes involved in protein unfolding, endoplasmatic reticulum-associated degradation, proteolysis, vesicle trafficking, vacuolar protein sorting, secretion and mRNA degradation were up-regulated by dithiothreitol-induced secretion stress. Conversely, the transcription of several genes encoding secretory proteins, such as components of the glycosylation pathway, was severely repressed by dithiothreitol
Conclusions
This study provides the first insights into the secretion stress response of A. gossypii, as well as a basic understanding of its protein secretion potential, which is more similar to that of yeast than to that of other filamentous fungi. Contrary to what has been widely described for yeast and fungi, a conventional UPR was not observed in A. gossypii, but alternative protein quality control mechanisms enabled it to cope with secretion stress. These data will help provide strategies for improving heterologous protein secretion in A. gossypii.
【 授权许可】
2014 Aguiar et al.; licensee BioMed Central.
【 预 览 】
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【 参考文献 】
- [1]Stahmann KP, Revuelta JL, Seulberger H: Three biotechnical processes using Ashbya gossypii, Candida famata, or Bacillus subtilis compete with chemical riboflavin production. Appl Microbiol Biotechnol 2000, 53:509-516.
- [2]Ribeiro O, Wiebe M, Ilmén M, Domingues L, Penttilä M: Expression of Trichoderma reesei cellulases CBHI and EGI in Ashbya gossypii. Appl Microbiol Biotechnol 2010, 87:1437-1446.
- [3]Dietrich FS, Voegeli S, Brachat S, Lerch A, Gates K, Steiner S, Mohr C, Pöhlmann R, Luedi P, Choi S, Wing RA, Flavier A, Gaffney TD, Philippsen P: The Ashbya gossypii genome as a tool for mapping the ancient Saccharomyces cerevisiae genome. Science 2004, 304:304-307.
- [4]Prillinger H, Schweigkofler W, Breitenbach M, Briza P, Staudacher E, Lopandic K, Molnár O, Weigang F, Ibl M, Ellinger A: Phytopathogenic filamentous (Ashbya, Eremothecium) and dimorphic fungi (Holleya, Nematospora) with needle-shaped ascospores as new members within the Saccharomycetaceae. Yeast 1997, 13:945-960.
- [5]Gouka RJ, Punt PJ, van den Hondel CA: Efficient production of secreted proteins by Aspergillus: progress, limitations and prospects. Appl Microbiol Biotechnol 1997, 47:1-11.
- [6]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.
- [7]Resina D, Maurer M, Cos O, Arnau C, Carnicer M, Marx H, Gasser B, Valero F, Mattanovich D, Ferrer P: Engineering of bottlenecks in Rhizopus oryzae lipase production in Pichia pastoris using the nitrogen source-regulated FLD1 promoter. Nat Biotechnol 2009, 25:396-403.
- [8]Yoon J, Aishan T, Maruyama J, Kitamotov K: Enhanced production and secretion of heterologous proteins by the filamentous fungus Aspergillus oryzae via disruption of vacuolar protein sorting receptor gene Aovps10. Appl Environ Microbiol 2010, 76:5718-5727.
- [9]Martoglio B, Dobberstein B: Signal sequences: more than just greasy peptides. Trends Cell Biol 1998, 8:410-415.
- [10]Emanuelsson O, Brunak S, von Heijne G, Nielsen H: Locating proteins in the cell using TargetP, SignalP and related tools. Nat Protoc 2007, 2:953-971.
- [11]Horton P, Park K, Obayashi T, Fujita N, Harada H, Adams-Collier C, Nakai K: WoLF PSORT: protein localization predictor. Nucleic Acids Res 2007, 35:W585-W587.
- [12]Käll L, Krogh A, Sonnhammer EL: Advantages of combined transmembrane topology and signal peptide prediction - the Phobius web server. Nucleic Acids Res 2007, 35:W429-W432.
- [13]Lum G, Min XJ: FunSecKB: the Fungal Secretome KnowledgeBase. Database (Oxford) 2011, 2011:bar001.
- [14]Gasser B, Saloheimo M, Rinas U, Dragosits M, Rodríguez-Carmona E, Baumann K, Giuliani M, Parrilli E, Branduardi P, Lang C, Porro D, Ferrer P, Tutino ML, Mattanovich D, Villaverde A: Protein folding and conformational stress in microbial cells producing recombinant proteins: a host comparative overview. Microb Cell Fact 2008, 7:11. BioMed Central Full Text
- [15]Damasceno LM, Huang CJ, Batt CA: Protein secretion in Pichia pastoris and advances in protein production. Appl Microbiol Biotechnol 2012, 93:31-39.
- [16]Stolz A, Wolf DH: Endoplasmic reticulum associated protein degradation: a chaperone assisted journey to hell. Biochim Biophys Acta 1803, 2010:694-705.
- [17]Kauffman KJ, Pridgen EM, Doyle FJ 3rd, Dhurjati PS, Robinson AS: Decreased protein expression and intermittent recoveries in BiP levels result from cellular stress during heterologous protein expression in Saccharomyces cerevisiae. Biotechnol Prog 2002, 18:942-950.
- [18]Rutkowski DT, Kaufman RJ: A trip to the ER: coping with stress. Trends Cell Biol 2004, 14:20-28.
- [19]Matsumoto R, Akama K, Rakwal R, Iwahashi H: The stress response against denatured proteins in the deletion of cytosolic chaperones SSA1/2 is different from heat-shock response in Saccharomyces cerevisiae. BMC Genomics 2005, 6:141. BioMed Central Full Text
- [20]Mori K: Tripartite management of unfolded proteins in the endoplasmatic reticulum. Cell 2000, 101:451-454.
- [21]Walter P, Ron D: The unfolded protein response: from stress pathway to homeostatic regulation. Science 2011, 334:1081-1086.
- [22]Cudna RE, Dickson AJ: Endoplasmic reticulum signaling as a determinant of recombinant protein expression. Biotechnol Bioeng 2003, 81:56-65.
- [23]Mori K: Signalling pathways in the unfolded protein response: development from yeast to mammals. J Biochem 2009, 146:743-750.
- [24]Cox JS, Shamu CE, Walter P: Transcriptional induction of genes encoding endoplasmatic reticulum resident proteins requires a transmembrane protein kinase. Cell 1993, 73:1197-1206.
- [25]Cox JS, Walter P: A novel mechanism for regulating activity of a transcription factor that controls the unfolded protein response. Cell 1996, 87:391-404.
- [26]Mori K, Kawahara T, Yoshida H, Yanagi H, Yura T: Signalling from endoplasmatic reticulum to nucleous: transcription factor with a basic-leucine zipper motif is required for the unfolded protein-response pathway. Genes Cells 1996, 1:803-817.
- [27]Hollien J, Weissman JS: Decay of endoplasmic reticulum-localized mRNAs during the unfolded protein response. Science 2006, 313:104-107.
- [28]Miyazaki T, Nakayama H, Nagayoshi Y, Kakeya H, Kohno S: Dissection of Ire1 functions reveals stress response mechanisms uniquely evolved in Candida glabrata. PLoS Pathog 2013, 9:e1003160.
- [29]Kaufman RJ: Stress signaling from the lumen of the endoplasmic reticulum: coordination of gene transcriptional and translational controls. Genes Dev 1999, 13:1211-1233.
- [30]Travers KJ, Patil CK, Wodicka L, Lockhart DJ, Weissman JS, Walter P: Functional and genomic analyses reveal an essential coordination between the unfolded protein response and ER-associated degradation. Cell 2000, 101:249-258.
- [31]Yorimitsu T, Nair U, Yang Z, Klionsky DJ: Endoplasmic reticulum stress triggers autophagy. J Biol Chem 2006, 281:30299-30304.
- [32]Leber JH, Bernales S, Walter P: IRE1-independent gain control of the unfolded protein response. PLoS Biol 2004, 2:e235.
- [33]Patil CK, Li H, Walter P: Gcn4p and novel upstream activating sequences regulate targets of the unfolded protein response. PLoS Biol 2004, 2:e246.
- [34]Hayes A, Zhang N, Wu J, Butler PR, Hauser NC, Hoheisel JD, Lim FL, Sharrocks AD, Oliver SG: Hybridization array technology coupled with chemostat culture: Tools to interrogate gene expression in Saccharomyces cerevisiae. Methods 2002, 26:281-290.
- [35]Lim FL, Hayes A, West AG, Pic-Taylor A, Darieva Z, Morgan BA, Oliver SG, Sharrocks AD: Mcm1p-induced DNA bending regulates the formation of ternary transcription factor complexes. Mol Cell Biol 2003, 23:450-461.
- [36]Arvas M, Pakula T, Lanthaler K, Saloheimo M, Valkonen M, Suortti T, Robson G, Penttilä M: Common features and interesting differences in transcriptional responses to secretion stress in the fungi Trichoderma reesei and Saccharomyces cerevisiae. BMC Genomics 2006, 7:32. BioMed Central Full Text
- [37]Lieb JD, Liu X, Botstein D, Brown PO: Promoter-specific binding of Rap1 revealed by genome-wide maps of protein-DNA association. Nat Genet 2001, 28:327-334.
- [38]Denis CL, Young ET: Isolation and characterization of the positive regulatory gene ADR1 from Saccharomyces cerevisiae. Mol Cell Biol 1983, 3:360-370.
- [39]Liko D, Slattery MG, Heideman W: Stb3 binds to ribosomal RNA processing element motifs that control transcriptional responses to growth in S. cerevisiae. J Biol Chem 2007, 282:26623-26628.
- [40]Gasch AP, Spellman PT, Kao CM, Carmel-Harel O, Eisen MB, Storz G, Botstein D, Brown PO: Genomic expression programs in the response of yeast cells to environmental changes. Moll Biol Cell 2000, 11:4241-4257.
- [41]Kim W, Spear ED, Ng DT: Yos9p detects and targets misfolded glycoproteins for ER-associated degradation. Mol Cell 2005, 19:753-764.
- [42]Robb A, Brown JD: Protein transport: two translocons are better than one. Mol Cell 2001, 8:484-486.
- [43]Nevalainen H, Peterson R: Making recombinant proteins in filamentous fungi- are we expecting too much? Front Microbiol 2014, 5:75.
- [44]Lee S, Wormsley S, Kamoun S, Lee A, Joiner K, Wong B: An analysis of the Candida albicans genome database for soluble secreted proteins using computer-based prediction algorithms. Yeast 2003, 20:595-610.
- [45]Swaim C, Anton B, Sharma S, Taron C, Benner J: Physical and computational analysis of the yeast Kluyveromyces lactis secreted proteome. Proteomics 2008, 8:2714-2723.
- [46]Brustolini OJB, Fietto LG, Cruz CD, Passos FML: Computational analysis of the interaction between transcription factors and the predicted secreted proteome of the yeast Kluyveromyces lactis. BMC Bioinformatics 2009, 10:194. BioMed Central Full Text
- [47]Mattanovich D, Graf A, Stadlmann J, Dragosits M, Redl A, Maurer M, Kleinheinz M, Sauer M, Altmann F, Gasser B: Genome, secretome and glucose transport highlight unique features of the protein production host Pichia pastoris. Microb Cell Fact 2009, 8:29. BioMed Central Full Text
- [48]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.
- [49]Druzhinina I, Shelest E, Kubicek CP: Novel traits of Trichoderma predicted through the analysis of its secretome. FEMS Microbiol Lett 2012, 337:1-9.
- [50]Rodrigues ML, Franzen AJ, Nimrichter L, Miranda K: Vesicular mechanisms of traffic of fungal molecules to the extracellular space. Curr Opin Microbiol 2013, 16:414-420.
- [51]Pridham TG, Raper KB: Ashbya gossypii – Its significance in nature and in the laboratory. Mycologia 1950, 42:603-623.
- [52]Ribeiro O, Domingues L, Penttilä M, Wiebe MG: Nutritional requirements and strain heterogeneity in Ashbya gossypii. J Basic Microbiol 2012, 52:582-589.
- [53]Stahmann KP, Böddecker T, Sahm H: Regulation and properties of a fungal lipase showing interfacial inactivation by gas bubbles, or droplets of lipid or fatty acid. Eur J Biochem 1997, 244:220-225.
- [54]Ribeiro O, Magalhães F, Aguiar TQ, Wiebe MG, Penttilä M, Domingues L: Random and direct mutagenesis to enhance protein secretion in Ashbya gossypii. Bioengineered 2013, 4:322-331.
- [55]Rawlings ND, Barrett AJ, Bateman A: MEROPS: the database of proteolytic enzymes, their substrates and inhibitors. Nucleic Acids Res 2012, 40:D343-D350.
- [56]Aguiar TQ, Dinis C, Magalhães F, Oliveira C, Wiebe MG, Penttilä M, Domingues L: Molecular and functional characterization of an invertase secreted by Ashbya gossypii. Mol Biotechnol 2014, 56:524-534.
- [57]Steiner S, Philippsen P: Sequence and promoter analysis of the highly expressed TEF gene of the filamentous fungus Ashbya gossypii. Mol Gen Genet 1994, 242:263-271.
- [58]Magalhães F, Aguiar TQ, Oliveira C, Domingues L: High-level expression of Aspergillus niger β-galactosidase in Ashbya gossypii. Biotechnol Prog 2014, 30:261-268.
- [59]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 enzymeproducing cell factory Aspergillus niger. BMC Genomics 2007, 8:158. BioMed Central Full Text
- [60]Carvalho ND, Arentshorst M, Kooistra R, Stam H, Sagt CM, van den Hondel CA, Ram AF: Effects of a defective ERAD pathway on growth and heterologous protein production in Aspergillus niger. Appl Microbiol Biotechnol 2011, 89:357-373.
- [61]Saloheimo M, Valkonen M, Penttilä M: Activation mechanisms of the HACI-mediated unfolded protein response in filamentous fungi. Mol Microbiol 2003, 47:1149-1161.
- [62]Graf A, Gasser B, Dragosits M, Sauer M, Leparc GG, Tuchler T, Kreil DP, Mattanovich D: Novel insights into the unfolded protein response using Pichia pastoris specific DNA microarrays. BMC Genomics 2008, 9:390. BioMed Central Full Text
- [63]Wimalasena TT, Enjalbert B, Guillemette T, Plumridge A, Budge S, Yin Z, Brown AJP, Archer DB: Impact of the unfolded protein response upon genome-wide expression patterns, and the role of Hac1 in the polarized growth, of Candida albicans. Fungal Genet Biol 2008, 45:1235-1247.
- [64]Schröder M, Clark R, Kaufman RJ: IRE1- and HAC1-independent transcriptional regulation in the unfolded protein response of yeast. Mol Microbiol 2003, 49:591-606.
- [65]Pakula TM, Laxell M, Huuskonen A, Uusitalo J, Saloheimo M, Penttilä M: The effects of drugs inhibiting protein secretion in the filamentous fungus Trichoderma reesei. Evidence for down-regulation of genes that encode secreted proteins in the stressed cells. J Biol Chem 2003, 278:45011-45020.
- [66]Al-Sheikh H, Watson AJ, Lacey GA, Punt PJ, MacKenzie DA, Jeenes DJ, Pakula T, Penttilä M, Alcocer MJC, Archer DB: Endoplasmic reticulum stress leads to the selective transcriptional downregulation of the glucoamylase gene in Aspergillus niger. Mol Microbiol 2004, 53:1731-1742.
- [67]Kimata Y, Ishiwata-Kimata Y, Yamada S, Kohno K: Yeast unfolded protein response pathway regulates expression of genes for anti-oxidative stress and for cell surface proteins. Genes Cells 2006, 11:59-69.
- [68]Metzger MB, Michaelis S: Analysis of quality control substrates in distinct cellular compartments reveals a unique role for Rpn4p in tolerating misfolded membrane proteins. Mol Biol Cell 2009, 20:1006-1019.
- [69]Geiler-Samerotte KA, Dion MF, Budnik BA, Wang SM, Hartl DL, Drummond DA: Misfolded proteins impose a dosage-dependent fitness cost and trigger a cytosolic unfolded protein response in yeast. Proc Natl Acad Sci U S A 2011, 108:680-685.
- [70]Caramelo JJ, Parodi AJ: Getting in and out from calnexin/calreticulin cycles. J Biol Chem 2008, 283:10221-10225.
- [71]Xu X, Kanbara K, Azakami H, Kato A: Expression and characterization of Saccharomyces cerevisiae Cne1p, a calnexin homologue. J Biochem 2004, 135:615-618.
- [72]Arvan P, Zhao X, Ramos-Castaneda J, Chang A: Secretory pathway quality control operating in golgi, plasmalemmal, and endosomal systems. Traffic 2002, 3:771-780.
- [73]Brachat S, Dietrich FS, Voegeli S, Zhang Z, Stuart L, Lerch A, Gates K, Gaffney T, Philippsen P: Reinvestigation of the Saccharomyces cerevisiae genome annotation by comparison to the genome of a related fungus: Ashbya gossypii. Genome Biol 2003, 4:R45. BioMed Central Full Text
- [74]Nikolaou E, Agrafioti I, Stumpf M, Quinn J, Stansfield I, Brown AJP: Phylogenetic diversity of stress signalling pathways in fungi. BMC Evol Biol 2009, 9:44. BioMed Central Full Text
- [75]Wu X, Chi X, Wang P, Zheng D, Ding R, Li Y: The evolutionary rate variation among genes of HOG-signaling pathway in yeast genomes. Biol Direct 2010, 5:46. BioMed Central Full Text
- [76]Verduyn C, Postma E, Scheffers WA, Van Dijken JP: Effect of benzoic acid on metabolic fluxes in yeasts: A continuous-culture study on the regulation of respiration and alcoholic fermentation. Yeast 1992, 8:501-517.
- [77]Wiebe MG, Robson GD, Shuster J, Trinci AP: Evolution of a recombinant (gucoamylase-producing) strain of Fusarium venenatum A3/5 in chemostat culture. Biotechnol Bioeng 2001, 73:146-156.
- [78]Toivari MH, Ruohonen L, Richard P, Penttilä M, Wiebe MG: Saccharomyces cerevisiae engineered to produce D-xylonate. Appl Microbiol Biotechnol 2010, 88:751-760.
- [79]Bendtsen JD, Nielsen H, von Heijne G, Brunak S: Improved prediction of signal peptides: SignalP 3.0. J Mol Biol 2004, 340:783-795.
- [80]Krogh A, Larsson B, von Heijne G, Sonnhammer EL: Predicting transmembrane protein topology with a hidden Markov model: application to complete genomes. J Mol Biol 2001, 305:567-580.
- [81]Eisenhaber B, Schneider G, Wildpaner M, Eisenhaber F: A sensitive predictor for potential GPI lipid modification sites in fungal protein sequences and its application to genome-wide studies for Aspergillus nidulans, Candida albicans, Neurospora crassa, Saccharomyces cerevisiae and Schizosaccharomyces pombe. J Mol Biol 2004, 337:243-253.
- [82]Consortium UP: Update on activities at the Universal Protein Resource (UniProt) in 2013. Nucleic Acids Res 2013, 41:D43-D47.
- [83]Cantarel BL, Coutinho PM, Rancurel C, Bernard T, Lombard V, Henrissat B: The Carbohydrate-Active EnZymes database (CAZy): an expert resource for glycogenomics. Nucleic Acids Res 2009, 37:D233-D238.
- [84]Rice P, Longden I, Bleasby A: EMBOSS: The European Molecular Biology Open Software Suite. Trends Genet 2000, 16:276-277.
- [85]Aguiar TQ, Dinis C, Domingues L: Cre-loxP-based system for removal and reuse of selection markers in Ashbya gossypii targeted engineering. Fungal Genet Biol 2014, 68:1-8.
- [86]Irizarry RA, Bolstad BM, Collin F, Cope LM, Hobbs B, Speed TP: Summaries of Affymetrix GeneChip probe level data. Nucleic Acids Res 2003, 31:e15.
- [87]Kauffmann A, Gentleman R, Huber W: arrayQualityMetrics - a bioconductor package for quality assessment of microarray data. Bioinformatics 2009, 25:415-416.
- [88]Smyth GK: Linear models and empirical bayes methods for assessing differential expression in microarray experiments. Stat Appl Genet Mol Biol 2004, 3:Article3.
- [89]Storey J, Taylor JE, Siegmund D: Strong control, conservative point estimation and simultaneous conservative consistency of false discovery rates: a unified approach. J R Statist Soc B 2004, 66:187-205.
- [90]Futschik ME, Carlisle B: Noise-robust soft clustering of gene expression time-course data. J Bioinform Comput Biol 2005, 3:965-988.
- [91]Gattiker A, Rischatsch R, Demougin P, Voegeli S, Dietrich FS, Philippsen P, Primig M: Ashbya Genome Database 3.0: a cross-species genome and transcriptome browser for yeast biologists. BMC Genomics 2007, 8:9. BioMed Central Full Text
- [92]Efron B, Tibshirani R: On testing the significance of sets of genes. Ann Appl Stat 2007, 1:107-129.
- [93]Falcon S, Gentleman R: Using GOstats to test gene lists for GO term association. Bioinformatics 2007, 23:257-258.
- [94]Supek F, Bošnjak M, Škunca N, Šmuc T: REVIGO summarizes and visualizes long lists of gene ontology terms. PLoS One 2011, 6:e21800.
- [95]Elemento O, Slonim N, Tavazoie S: A universal framework for regulatory element discovery across all genomes and data types. Mol Cell 2007, 28:337-350.
- [96]Gasch AP, Moses AM, Chiang DY, Fraser HB, Berardini M, Eisen MB: Conservation and evolution of cis-regulatory systems in ascomycete fungi. PLoS Biol 2004, 2:e398.