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Viña-Gonzalez J, Alcalde M. Directed evolution of the aryl-alcohol oxidase: Beyond the lab bench. Comput Struct Biotechnol J 2020; 18:1800-1810. [PMID: 32695272 PMCID: PMC7358221 DOI: 10.1016/j.csbj.2020.06.037] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 06/19/2020] [Accepted: 06/20/2020] [Indexed: 11/22/2022] Open
Abstract
Aryl-alcohol oxidase (AAO) is a fungal GMC flavoprotein secreted by white-rot fungi that supplies H2O2 to the ligninolytic consortium. This enzyme can oxidize a wide array of aromatic alcohols in a highly enantioselective manner, an important trait in organic synthesis. The best strategy to adapt AAO to industrial needs is to engineer its properties by directed evolution, aided by computational analysis. The aim of this review is to describe the strategies and challenges we faced when undertaking laboratory evolution of AAO. After a comprehensive introduction into the structure of AAO, its function and potential applications, the different directed evolution enterprises designed to express the enzyme in an active and soluble form in yeast are described, as well as those to unlock new activities involving the oxidation of secondary aromatic alcohols and the synthesis of furandicarboxylic acids.
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Affiliation(s)
- Javier Viña-Gonzalez
- Department of Biocatalysis, Institute of Catalysis, CSIC, Cantoblanco, 28049 Madrid, Spain
| | - Miguel Alcalde
- Department of Biocatalysis, Institute of Catalysis, CSIC, Cantoblanco, 28049 Madrid, Spain
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Focused Directed Evolution of Aryl-Alcohol Oxidase in Saccharomyces cerevisiae by Using Chimeric Signal Peptides. Appl Environ Microbiol 2015; 81:6451-62. [PMID: 26162870 DOI: 10.1128/aem.01966-15] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Accepted: 07/03/2015] [Indexed: 01/16/2023] Open
Abstract
Aryl-alcohol oxidase (AAO) is an extracellular flavoprotein that supplies ligninolytic peroxidases with H2O2 during natural wood decay. With a broad substrate specificity and highly stereoselective reaction mechanism, AAO is an attractive candidate for studies into organic synthesis and synthetic biology, and yet the lack of suitable heterologous expression systems has precluded its engineering by directed evolution. In this study, the native signal sequence of AAO from Pleurotus eryngii was replaced by those of the mating α-factor and the K1 killer toxin, as well as different chimeras of both prepro-leaders in order to drive secretion in Saccharomyces cerevisiae. The secretion of these AAO constructs increased in the following order: preproα-AAO > preαproK-AAO > preKproα-AAO > preproK-AAO. The chimeric preαproK-AAO was subjected to focused-directed evolution with the aid of a dual screening assay based on the Fenton reaction. Random mutagenesis and DNA recombination was concentrated on two protein segments (Met[α1]-Val109 and Phe392-Gln566), and an array of improved variants was identified, among which the FX7 mutant (harboring the H91N mutation) showed a dramatic 96-fold improvement in total activity with secretion levels of 2 mg/liter. Analysis of the N-terminal sequence of the FX7 variant confirmed the correct processing of the preαproK hybrid peptide by the KEX2 protease. FX7 showed higher stability in terms of pH and temperature, whereas the pH activity profiles and the kinetic parameters were maintained. The Asn91 lies in the flavin attachment loop motif, and it is a highly conserved residue in all members of the GMC superfamily, except for P. eryngii and P. pulmonarius AAO. The in vitro involution of the enzyme by restoring the consensus ancestor Asn91 promoted AAO expression and stability.
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Gonzalez-Perez D, Alcalde M. Assembly of evolved ligninolytic genes in Saccharomyces cerevisiae. Bioengineered 2014; 5:254-63. [PMID: 24830983 DOI: 10.4161/bioe.29167] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The ligninolytic enzymatic consortium produced by white-rot fungi is one of the most efficient oxidative systems found in nature, with many potential applications that range from the production of 2nd generation biofuels to chemicals synthesis. In the current study, two high redox potential oxidoreductase fusion genes (laccase -Lac- and versatile peroxidase -Vp-) that had been evolved in the laboratory were re-assembled in Saccharomyces cerevisiae. First, cell viability and secretion were assessed after co-transforming the Lac and Vp genes into yeast. Several expression cassettes were inserted in vivo into episomal bi-directional vectors in order to evaluate inducible promoter and/or terminator pairs of different strengths in an individual and combined manner. The synthetic white-rot yeast model harboring Vp(GAL1/CYC1)-Lac(GAL10/ADH1) displayed up to 1000 and 100 Units per L of peroxidase and laccase activity, respectively, representing a suitable point of departure for future synthetic biology studies.
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Affiliation(s)
| | - Miguel Alcalde
- Department of Biocatalysis; Institute of Catalysis, CSIC; Madrid, Spain
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Tipper D, Martinez-Vilchez I, Markgren L, Kagalwala DZ. Mammalian Prion protein expression in yeast; a model for transmembrane insertion. Prion 2013; 7:477-87. [PMID: 24141197 DOI: 10.4161/pri.26850] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
The prion protein (PrP), a GPI-anchored glycoprotein, is inefficiently secreted by mammalian microsomes, 50% being found as transmembrane (TM) proteins with the central TM1 segment spanning the membrane. TM1 hydrophobicity is marginal for lateral membrane insertion, which is primarily driven by hydrophobic interaction between the ER translocon and substrates in transit. Most inserted TM1 has its N-terminus in the ER lumen (Ntm orientation), as expected for arrest of normal secretion. However, 20% is found in inverted Ctm orientation. These are minor species in vivo, presumably a consequence of efficient quality control. PrP mutations that increase TM1 hydrophobicity result in increased Ctm insertion, both in vitro and in mouse brain, and a strong correlation is found between CtmPrP insertion and neuropathology in transgenic mice; a copper-dependent pathogenicity mechanism is suggested. PrP fusions with a C-terminal epitope tag, when expressed in yeast cells at moderate levels, appear to interact efficiently with the translocon, providing a useful model for testing the effects of PrP mutations on TM insertion and orientation. However, secretion of PrP by the mammalian translocon requires the TRAP complex, absent in yeast, where essentially all PrP ends up as TM species, 85-90% Ntm and 10-15% Ctm. Although yeast is, therefore, an incomplete mimic of mammalian PrP trafficking, effects on Ctm insertion of mutations increasing TM1 hydrophobicity closely reflect those seen in vitro. Electrostatic substrate-translocon interactions are a major determinant of TM protein insertion orientation and the yeast model was used to investigate the role of the large negative charge difference across TM1, a likely cause of translocation delay that would favor TM insertion and Ctm orientation. An increase in ΔCh from -5 to -7 caused a marked increase in Ctm insertion, while a decrease to -3 or -1 allowed 35 and about 65% secretion, respectively. Utility of the yeast model and the role of this charge difference in driving PrP membrane insertion are confirmed.
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Affiliation(s)
- Donald Tipper
- Microbiology and Physiological Systems Department; University of Massachusetts Medical School; Worcester MA USA
| | | | - Lucas Markgren
- Mathematics Department; Doherty Memorial High School; Worcester MA USA
| | - Din Z Kagalwala
- Department of Anesthesiology; Hackensack University Medical Center; Hackensack, NJ USA
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Raimondi S, Uccelletti D, Amaretti A, Leonardi A, Palleschi C, Rossi M. Secretion of Kluyveromyces lactis Cu/Zn SOD: strategies for enhanced production. Appl Microbiol Biotechnol 2009; 86:871-8. [DOI: 10.1007/s00253-009-2353-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2009] [Revised: 10/16/2009] [Accepted: 11/09/2009] [Indexed: 11/28/2022]
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Janatova I, Costaglioli P, Wesche J, Masson JM, Meilhoc E. Development of a reporter system for the yeast Schwanniomyces occidentalis: influence of DNA composition and codon usage. Yeast 2003; 20:687-701. [PMID: 12794930 DOI: 10.1002/yea.997] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
In this paper we report on searching for suitable reporters to monitor gene expression and protein secretion in the amylolytic yeast Schwanniomyces occidentalis. Several potential reporter and marker genes, formerly shown to be functional in other yeasts, were cloned downstream from the homologous invertase gene (INV) promoter and their activity was followed in conditions of repression and derepression of the INV promoter. However, neither beta-glucuronidase nor beta-lactamase nor phleomycin resistance-conferring gene, all originating from E. coli, were expressed in S. occidentalis cells to such a level to allow for monitoring of their activity. All the reporter genes tested have a higher percentage of GC (47-62%) in their DNA compared to the DNA composition of S. occidentalis genes that are more AT-rich (36% GC). The codon usage of all the reporter genes also varies from that of 16 so far sequenced S. occidentalis genes. This suggests that an appropriate composition of DNA and a codon usage similar to S. occidentalis genes might be very important parameters for an efficient expression of a heterologous gene in Schwanniomyces occidentalis. Indeed, two genes originating from Staphylococcus aureus, with an AT-content in their DNA similar to that of S. occidentalis, were functionally expressed in S. occidentalis cells. Both a phleomycin resistance-conferring gene and a chloramphenicol acetyltransferase-encoding gene thus represent suitable reporters of gene expression and protein secretion in S. occidentalis. Additionally, we show in this work that the transcription-regulating region and the signal peptide sequence of the S. occidentalis invertase gene were efficient to direct gene expression and subsequent protein secretion in Saccharomyces cerevisiae.
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Affiliation(s)
- Ivana Janatova
- Laboratory of Cell Reproduction, Institute of Microbiology, Academy of Sciences of the Czech Republic, Videnska 1083, 142 20 Prague 4, Czech Republic.
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Jordi BJ, Higgins CF. The downstream regulatory element of the proU operon of Salmonella typhimurium inhibits open complex formation by RNA polymerase at a distance. J Biol Chem 2000; 275:12123-8. [PMID: 10766847 DOI: 10.1074/jbc.275.16.12123] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The intracellular concentration of K(+)-glutamate, chromatin-associated proteins, and a downstream regulatory element (DRE) overlapping with the coding sequence, have been implicated in the regulation of the proU operon of Salmonella typhimurium. The basal expression of the proU operon is low, but it is rapidly induced when the bacteria are grown in media of high osmolarity (e.g. 0.3 M NaCl). It has previously been suggested that increased intracellular concentrations of K(+)-glutamate activate the proU promoter in response to increased extracellular osmolarity. We show here that the activation of the proU promoter by K(+)-glutamate in vitro is nonspecific, and the in vivo regulation cannot simply be mimicked in vitro. In vivo specificity requires both the chromatin-associated protein H-NS and the DRE; they are both needed to maintain repression of proU expression at low osmolarity. How H-NS and the DRE repress the proU promoter in vivo has so far been unclear. We show that, in vivo, the DRE acts at a distance to inhibit open complex formation at the proU promoter.
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Affiliation(s)
- B J Jordi
- Department of Bacteriology, Institute of Infectious Diseases and Immunology, Faculty of Veterinary Sciences, Yalelaan 1, 3508 TD Utrecht, The Netherlands.
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Kjeldsen T, Hach M, Balschmidt P, Havelund S, Pettersson AF, Markussen J. Prepro-leaders lacking N-linked glycosylation for secretory expression in the yeast Saccharomyces cerevisiae. Protein Expr Purif 1998; 14:309-16. [PMID: 9882564 DOI: 10.1006/prep.1998.0977] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Synthetic prepro-leaders lacking consensus N-linked glycosylation sites confers secretion competence of correctly folded insulin precursor expressed in the yeast species Saccharomyces cerevisiae with a yield comparable to, or better than the alpha-factor prepro-leader. In contrast, the S. cerevisiae alpha-factor prepro-leader's three N-linked oligosaccharide chains are necessary for the ability to facilitate secretion of the insulin precursor from S. cerevisiae (T. Kjeldsen et al., Biotechnol. Appl. Biochem. 27, 109-115, 1998). Synthetic prepro-leader lacking both N-glycosylation and the dibasic Kex2 endoprotease processing site also efficiently facilitated secretion of a pro-leader/insulin precursor fusion protein in which the insulin precursor was correctly folded. The unprocessed pro-leader/insulin-precursor fusion protein was purified from culture medium and matured in vitro to desB30 insulin by Achromobacter lyticus lysyl-specific protease providing an alternative yeast expression system not dependent on the Kex2 endoprotease. The synthetic prepro-leader lacking N-linked glycosylation provides the opportunity for secretory expression in yeast utilizing either in vivo Kex2 endoprotease maturation of the fusion protein during secretion or in vitro maturation of the purified fusion protein with a suitable enzyme.
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Affiliation(s)
- T Kjeldsen
- Novo Nordisk A/S, Bagsvaerd, DK-2880, Denmark
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Harley CA, Tipper DJ. The role of charged residues in determining transmembrane protein insertion orientation in yeast. J Biol Chem 1996; 271:24625-33. [PMID: 8798728 DOI: 10.1074/jbc.271.40.24625] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
The first 79 residues of the yeast Ste2p G protein-coupled pheromone receptor, including the negatively charged N-terminal domain, the first transmembrane segment, and the following positively charged cytoplasmic loop, has been fused to a Kex2p-cleavable beta-lactamase reporter. Insertion orientation was determined by analysis of cell-associated and secreted beta-lactamase activities and independently corroborated by analysis of membrane association and glycosylation patterns. This fusion inserts with exclusively N terminus exofacial (Nexo) topology, serving as a model type III membrane protein. Orientation is unaffected by removal of all three positively charged residues in the cytoplasmic loop or by deletion of all but 12 residues from the N-terminal domain. The residual -2 N-terminal charge apparently provides a signal sufficient to determine Nexo topology. This is entirely consistent with the statistically derived rule in which the charge difference, Delta(C-N), counted for the 15 immediately flanking residues, is the primary topology determinant. Mutations altering Delta(C-N) to zero favors Nexo insertion by 3 to 1, whereas increasingly negative values cause increasing inversion of orientation. All results are consistent with the charge difference rule and indicate that whereas positive charges promote cytoplasmic retention, negative charges promote translocation.
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Affiliation(s)
- C A Harley
- Department of Molecular Genetics and Microbiology, University of Massachusetts Medical School, Worcester, Massachusetts 01655, USA
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Cartwright CP, Li Y, Zhu YS, Kang YS, Tipper DJ. Use of beta-lactamase as a secreted reporter of promoter function in yeast. Yeast 1994; 10:497-508. [PMID: 7941736 DOI: 10.1002/yea.320100409] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
K1 preprotoxin is the 316 residue precursor of the K1 killer toxin secreted by the yeast Saccharomyces cerevisiae. The SP beta la reporter consists of the mature, secreted form of beta-lactamase (beta la) fused to S and P, two fragments of preprotoxin. S is the N-terminal 34 residues, including the secretion signal. P, a 67 residue 'processing' segment with three sites for N-glycosylation, terminates in a Lys Arg site for cleavage by the Kex2 protease. Expression of SP beta 1a in yeast results in efficient secretion, processing by signal peptidase and glycosylation in the endoplasmic reticulum, producing pro beta la. Kex2 cleavage of pro beta la in the lumen of a late Golgi compartment releases beta la, which accumulates stably in culture media buffered at pH 5.8-7. The half-life of secretion is 11 min at 30 degrees C; 10-12% of the total activity in exponential-phase cells is intracellular, mostly in the form of pro beta la, indicating that transit from the endoplasmic reticulum to the Golgi is rate limiting. We have used SP beta la expression in single- and multi-copy vectors to compare the PGK, GAL1, GAL10, PHO5 and CUP1 promoters under varying nutritional conditions. In exponential-phase cells, secretion of beta la over a 40-fold range and up to several micrograms/ml was proportional to transcript level, demonstrating that SP beta la can be employed as a convenient secreted reporter of promoter function in yeast.
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Affiliation(s)
- C P Cartwright
- University of Massachusetts Medical School, Department of Molecular Genetics and Microbiology, Worcester 01655
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Abstract
Significant advances have been made over the past year in our understanding of some of the critical parameters affecting high-level production of heterologous proteins in yeast. Recent studies of plasmid stability, promoter strength and secretion efficiency are yielding potential improvements in expression.
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Affiliation(s)
- R G Buckholz
- Biotechnology Department, Glaxo Research Institute, Research Triangle Park, North Carolina 27709
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Zhang M, Tipper DJ. Suppression of a dominant G-protein beta-subunit mutation in yeast by G alpha protein expression. Mol Microbiol 1993; 9:813-21. [PMID: 8231812 DOI: 10.1111/j.1365-2958.1993.tb01740.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
SCG1/GPA1, STE4 and STE18 encode the alpha, beta and gamma components of the G protein involved in mating pheromone signal transduction in Saccharomyces cerevisiae. Responses, including G1 arrest and expression of genes such as FUS1, are activated by beta gamma, which is negatively controlled by alpha(GDP). We previously demonstrated that overexpression of Scg1 suppresses responses to alpha factor and that expression of certain hybrids between Scg1 and mammalian G alpha proteins has the same effect and also suppresses growth arrest in an scg1-null mutant. Effects were attributed to sequestration of beta gamma. We now show that effects on growth rate, morphology and FUS1 expression are consistent with this model. The STE4HPL allele causes dominant activation of the response pathway, and is presumed to encode a beta subunit insensitive to control by alpha(GDP). Scg1 overexpression suppresses the growth arrest due to STE4HPL; normal alpha-factor responses and fertility are restored. A model based on sequestration of beta gamma reconciles this result with the apparent paradox that the same level of Scg1 overexpression inhibits responses and mating in wild-type cells. A G alpha i hybrid also restores growth and allows inefficient mating in the STE4HPL strain.
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Affiliation(s)
- M Zhang
- Department of Molecular Genetics and Microbiology, University of Massachusetts Medical Center, Worcester 01655
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Zhu YS, Kane J, Zhang XY, Zhang M, Tipper DJ. Role of the gamma component of preprotoxin in expression of the yeast K1 killer phenotype. Yeast 1993; 9:251-66. [PMID: 8488726 DOI: 10.1002/yea.320090305] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
K1 killer strains of Saccharomyces cerevisiae secrete a polypeptide toxin to which they are themselves immune. The alpha and beta components of toxin comprise residues 45-147 and 234-316 of the 316-residue K1 preprotoxin. The intervening 86-residue segment is called gamma. A 26-residue signal peptide is removed on entry into the endoplasmic reticulum. The Kex2 protease excises the toxin components from the 290-residue glycosylated protoxin in a late Golgi compartment. Expression of a cDNA copy of the preprotoxin gene confers the complete K1 killer phenotype on sensitive cells. We now show that expression of immunity requires the alpha component and the N-terminal 31 residues of gamma. An additional C-terminal extension, either eight residues of gamma or three of four unrelated peptides, is also required. Expression of preprotoxin terminating at the alpha C-terminus, or lacking the gamma N-terminal half of gamma causes profound but reversible growth inhibition. Inhibition is suppressed in cis by the same 31 residues of gamma required for immunity to exocellular toxin in trans, but not by the presence of beta. Both immunity and growth inhibition are alleviated by insertions in alpha that inactivate toxin. Inhibition is not suppressed by kex2, chc1 or kre1 mutations, by growth at higher pH or temperature, or by normal K1 immunity. Inhibition, therefore, probably does not involve processing of the alpha toxin component at its N-terminus or release from the cell and binding to glucan receptors. Some insertion and substitution mutations in gamma severely reduce toxin secretion without affecting immunity. They are presumed to affect protoxin folding in the endoplasmic reticulum and translocation to the Golgi.
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Affiliation(s)
- Y S Zhu
- Department of Molecular Genetics and Microbiology, University of Massachusetts Medical School, Worcester 01655
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Zhu YS, Zhang XY, Cartwright CP, Tipper DJ. Kex2-dependent processing of yeast K1 killer preprotoxin includes cleavage at ProArg-44. Mol Microbiol 1992; 6:511-20. [PMID: 1560780 DOI: 10.1111/j.1365-2958.1992.tb01496.x] [Citation(s) in RCA: 30] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The K1 killer toxin of Saccharomyces cerevisiae consists of 103- and 83-residue alpha and beta components whose derivation, from a 316-residue precursor preprotoxin, requires processing at the alpha N-terminus (after ProArg-44), the alpha C-terminus (after ArgArg-149) and at the beta N-terminus (after LysArg-233). These processing events occur after translocation to the Golgi and have been investigated using beta-lactamase fusions. Signal peptidase cleavage of the precursor, predicted to occur after Ala-26, was confirmed by N-terminal sequence analysis of Ala-34 and Ile-52 fusions. Cleavage at all of the other predicted processing sites, including ProArg-44, is dependent on activity of the Kex2 protease. A fourth Kex2-dependent cleavage occurs at LysArg-188. Implications for the specificity of Kex2 cleavage and preprotoxin processing are discussed.
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Affiliation(s)
- Y S Zhu
- Department of Molecular Genetics and Microbiology, University of Massachusetts Medical School, Worcester 01655
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