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Yan M, Chen Y, Feng Y, Saeed M, Fang Z, Zhen W, Ni Z, Chen H. Perspective on Agricultural Industrialization: Modification Strategies for Enhancing the Catalytic Capacity of Keratinase. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024. [PMID: 38832583 DOI: 10.1021/acs.jafc.4c03025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2024]
Abstract
Keratinases is a special hydrolytic enzyme produced by microorganisms, which has the ability to catalyze the degradation of keratin. Currently, keratinases show great potential for application in many agricultural and industrial fields, such as biofermented feed, leather tanning, hair removal, and fertilizer production. However, these potentials have not yet been fully unleashed on an industrial scale. This paper reviews the sources, properties, and catalytic mechanisms of keratinases. Strategies for the molecular modification of keratinases are summarized and discussed in terms of improving the substrate specificity, thermostability, and pH tolerance of keratinases. The modification strategies are also enriched by the introduction of immobilized enzymes and directed evolution. In addition, the selection of modification strategies when facing specific industrial applications is discussed and prospects are provided. We believe that this review serves as a reference for the future quest to extend the application of keratinases from the laboratory to industry.
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Affiliation(s)
- Mingchen Yan
- School of the Life Sciences, Jiangsu University, Zhenjiang 212000, China
| | - Ying Chen
- School of the Life Sciences, Jiangsu University, Zhenjiang 212000, China
| | - Yong Feng
- School of the Life Sciences, Jiangsu University, Zhenjiang 212000, China
| | - Muhammad Saeed
- School of the Life Sciences, Jiangsu University, Zhenjiang 212000, China
| | - Zhen Fang
- Biofuels Institute, School of the Environment, Jiangsu University, Zhenjiang 212000, China
| | - Wang Zhen
- Biofuels Institute, School of the Environment, Jiangsu University, Zhenjiang 212000, China
| | - Zhong Ni
- School of the Life Sciences, Jiangsu University, Zhenjiang 212000, China
| | - Huayou Chen
- School of the Life Sciences, Jiangsu University, Zhenjiang 212000, China
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2
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Engineering subtilisin proteases that specifically degrade active RAS. Commun Biol 2021; 4:299. [PMID: 33674772 PMCID: PMC7935941 DOI: 10.1038/s42003-021-01818-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 02/10/2021] [Indexed: 12/18/2022] Open
Abstract
We describe the design, kinetic properties, and structures of engineered subtilisin proteases that degrade the active form of RAS by cleaving a conserved sequence in switch 2. RAS is a signaling protein that, when mutated, drives a third of human cancers. To generate high specificity for the RAS target sequence, the active site was modified to be dependent on a cofactor (imidazole or nitrite) and protease sub-sites were engineered to create a linkage between substrate and cofactor binding. Selective proteolysis of active RAS arises from a 2-step process wherein sub-site interactions promote productive binding of the cofactor, enabling cleavage. Proteases engineered in this way specifically cleave active RAS in vitro, deplete the level of RAS in a bacterial reporter system, and also degrade RAS in human cell culture. Although these proteases target active RAS, the underlying design principles are fundamental and will be adaptable to many target proteins.
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A novel FRET peptide assay reveals efficient Helicobacter pylori HtrA inhibition through zinc and copper binding. Sci Rep 2020; 10:10563. [PMID: 32601479 PMCID: PMC7324608 DOI: 10.1038/s41598-020-67578-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Accepted: 06/09/2020] [Indexed: 12/21/2022] Open
Abstract
Helicobacter pylori (H. pylori) secretes the chaperone and serine protease high temperature requirement A (HtrA) that cleaves gastric epithelial cell surface proteins to disrupt the epithelial integrity and barrier function. First inhibitory lead structures have demonstrated the essential role of HtrA in H. pylori physiology and pathogenesis. Comprehensive drug discovery techniques allowing high-throughput screening are now required to develop effective compounds. Here, we designed a novel fluorescence resonance energy transfer (FRET) peptide derived from a gel-based label-free proteomic approach (direct in-gel profiling of protease specificity) as a valuable substrate for H. pylori HtrA. Since serine proteases are often sensitive to metal ions, we investigated the influence of different divalent ions on the activity of HtrA. We identified Zn++ and Cu++ ions as inhibitors of H. pylori HtrA activity, as monitored by in vitro cleavage experiments using casein or E-cadherin as substrates and in the FRET peptide assay. Putative binding sites for Zn++ and Cu++ were then analyzed in thermal shift and microscale thermophoresis assays. The findings of this study will contribute to the development of novel metal ion-dependent protease inhibitors, which might help to fight bacterial infections.
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Nuijens T, Toplak A, Quaedflieg PJLM, Drenth J, Wu B, Janssen DB. Engineering a Diverse Ligase Toolbox for Peptide Segment Condensation. Adv Synth Catal 2016. [DOI: 10.1002/adsc.201600774] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Timo Nuijens
- EnzyPep B.V.; Brightlands Campus; Urmonderbaan 22 6167 RD Geleen The Netherlands
| | - Ana Toplak
- EnzyPep B.V.; Brightlands Campus; Urmonderbaan 22 6167 RD Geleen The Netherlands
- Biotransformation and Biocatalysis, Groningen Biomolecular Science and Biotechnology Institute; University of Groningen; Nijenborgh 4 9747 AG Groningen The Netherlands
| | | | - Jeroen Drenth
- Biotransformation and Biocatalysis, Groningen Biomolecular Science and Biotechnology Institute; University of Groningen; Nijenborgh 4 9747 AG Groningen The Netherlands
| | - Bian Wu
- Biotransformation and Biocatalysis, Groningen Biomolecular Science and Biotechnology Institute; University of Groningen; Nijenborgh 4 9747 AG Groningen The Netherlands
- Present address: CAS Key Laboratory of Microbial Physiology and Metabolic Engineering, Institute of Microbiology, Chinese Academy of Sciences, China, and State Key Laboratory of Transduction Technology; Chinese Academy of Sciences; China
| | - Dick B. Janssen
- Biotransformation and Biocatalysis, Groningen Biomolecular Science and Biotechnology Institute; University of Groningen; Nijenborgh 4 9747 AG Groningen The Netherlands
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Maier M, Kotman N, Friedrichs C, Andrieu J, Wagner M, Graf R, Strauss WSL, Mailänder V, Weiss CK, Landfester K. Highly Site Specific, Protease Cleavable, Hydrophobic Peptide–Polymer Nanoparticles. Macromolecules 2011. [DOI: 10.1021/ma201149b] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Matthias Maier
- Max-Planck-Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| | - Niklas Kotman
- Max-Planck-Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| | - Cornelius Friedrichs
- Max-Planck-Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| | - Julien Andrieu
- Max-Planck-Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| | - Manfred Wagner
- Max-Planck-Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| | - Robert Graf
- Max-Planck-Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| | - Wolfgang S. L. Strauss
- Institute of Laser Technologies in Medicine and Metrology, Ulm University, Helmholtzstrasse 12, 89081 Ulm, Germany
| | - Volker Mailänder
- Max-Planck-Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
- University Medicine of the Johannes Gutenberg University, III. Medical Clinic (Hematology, Oncology and Pulmonology), Langenbeckstrasse 1, 55131 Mainz, Germany
| | - Clemens K. Weiss
- Max-Planck-Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| | - Katharina Landfester
- Max-Planck-Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
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Taichi M, Yamazaki T, Kawahara K, Motooka D, Nakamura S, Harada S, Teshima T, Ohkubo T, Kobayashi Y, Nishiuchi Y. Structure-activity relationship of marinostatin, a serine protease inhibitor isolated from a marine organism. J Pept Sci 2010; 16:329-36. [DOI: 10.1002/psc.1244] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Ruan B, London V, Fisher KE, Gallagher DT, Bryan PN. Engineering substrate preference in subtilisin: structural and kinetic analysis of a specificity mutant. Biochemistry 2010; 47:6628-36. [PMID: 18507395 DOI: 10.1021/bi800089f] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Bacillus subtilisin has been a popular model protein for engineering altered substrate specificity. Although some studies have succeeded in increasing the specificity of subtilisin, they also demonstrate that high specificity is difficult to achieve solely by engineering selective substrate binding. In this paper, we analyze the structure and transient state kinetic behavior of Sbt160, a subtilisin engineered to strongly prefer substrates with phenylalanine or tyrosine at the P4 position. As in previous studies, we measure improvements in substrate affinity and overall specificity. Structural analysis of an inactive version of Sbt160 in complex with its cognate substrate reveals improved interactions at the S4 subsite with a P4 tyrosine. Comparison of transient state kinetic behavior against an optimal sequence (DFKAM) and a similar, but suboptimal, sequence (DVRAF) reveals the kinetic and thermodynamic basis for increased specificity, as well as the limitations of this approach. While highly selective substrate binding is achieved in Sbt160, several factors cause sequence specificity to fall short of that observed with natural processing subtilisins. First, for substrate sequences which are nearly optimal, the acylation reaction becomes faster than substrate dissociation. As a result, the level of discrimination among these substrates diminishes due to the coupling between substrate binding and the first chemical step (acylation). Second, although Sbt160 has 24-fold higher substrate affinity for the optimal substrate DFKAM than for DVRAF, the increased substrate binding energy is not translated into improved transition state stabilization of the acylation reaction. Finally, as interactions at subsites become stronger, the rate-determining step in peptide hydrolysis changes from acylation to product release. Thus, the release of the product becomes sluggish and leads to a low k(cat) for the reaction. This also leads to strong product inhibition of substrate turnover as the reaction progresses. The structural and kinetic analysis reveals that differences in the binding modes at subsites for substrates, transition states, and products are subtle and difficult to manipulate via straightforward protein engineering. These findings suggest several new strategies for engineering highly sequence selective enzymes.
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Affiliation(s)
- Biao Ruan
- Center for Advanced Research in Biotechnology, University of Maryland Biotechnology Institute, 9600 Gudelsky Drive, Rockville, Maryland 20850, USA
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Engineering and Directed Evolution of a Ca 2+Binding Site A-Deficient AprE Mutant Reveal an Essential Contribution of the Loop Leu 75–Leu 82to Enzyme Activity. J Biomed Biotechnol 2009; 2009:201075. [PMID: 19710937 PMCID: PMC2730478 DOI: 10.1155/2009/201075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2009] [Revised: 05/17/2009] [Accepted: 06/15/2009] [Indexed: 11/18/2022] Open
Abstract
AnaprEmutant fromB. subtilis168 lacking the connecting loopLeu75–Leu82which is predicted to encode aCa2+binding site was constructed. Expression of the mutant gene (aprEΔLeu75–Leu82) producedB. subtiliscolonies lacking protease activity. Intrinsic fluorescence analysis revealed spectral differences between wild-type AprE and AprEΔL75–L82. An AprEΔL75–L82variant with reestablished enzyme activity was selected by directed evolution. The novel mutationsThr66Met/Gly102Asp located in positions which are predicted to be important for catalytic activity were identified in this variant. Although these mutations restored hydrolysis, they had no effect with respect to thermal inactivation of AprEΔL75–L82 T66M G102D. These results support the proposal that in addition to function as a calcium binding site, the loop that connectsβ-sheet e3 withα-helix c plays a structural role on enzyme activity of AprE fromB. subtilis168.
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Rozan L, Krysan DJ, Rockwell NC, Fuller RS. Plasticity of Extended Subsites Facilitates Divergent Substrate Recognition by Kex2 and Furin. J Biol Chem 2004; 279:35656-63. [PMID: 15159396 DOI: 10.1074/jbc.m405362200] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Yeast Kex2 and human furin are subtilisin-related proprotein convertases that function in the late secretory pathway and exhibit similar though distinguishable patterns of substrate recognition. Although both enzymes prefer Arg at P(1) and basic residues at P(2), the two differ in recognition of P(4) and P(6) residues. To probe P(4) and P(6) recognition by Kex2p, furin-like substitutions were made in the putative S(4) and S(6) subsites of Kex2. T252D and Q283E mutations were introduced to increase the preference for Arg at P(4) and P(6), respectively. Glu(255) was replaced with Ile to limit recognition of P(4) Arg. The effects of putative S(4) and S(6) mutations were determined by examining the cleavage by purified mutant enzymes of a series of fluorogenic substrates with systematic changes in P(4) and/or P(6). Whereas wild Kex2 exhibited little preference type for Arg at P(6), the T252D mutant and T252D/Q283E double mutant exhibited clear interactions with P(6) Arg. Moreover, the T252D and T252D/Q283E substitutions altered the influence of the P(6) residue on P(4) recognition. We infer that cross-talk between S(4) and S(6), not seen in furin, allows wild type and mutant forms of Kex2 to adapt their subsites for altered modes of recognition. This apparent plasticity may allow the subsites to rearrange their local environment to interact with different substrates in a productive manner. E255I-Kex2 exhibited significantly decreased recognition of P(4) Arg in a tetrapeptide substrate with Lys at P(1), although the general pattern of selectivity for aliphatic residues at P(4) remained unchanged.
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Affiliation(s)
- Laura Rozan
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, USA
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10
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Withers-Martinez C, Saldanha JW, Ely B, Hackett F, O'Connor T, Blackman MJ. Expression of recombinant Plasmodium falciparum subtilisin-like protease-1 in insect cells. Characterization, comparison with the parasite protease, and homology modeling. J Biol Chem 2002; 277:29698-709. [PMID: 12052828 DOI: 10.1074/jbc.m203088200] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Serine proteases play crucial roles in erythrocyte invasion by merozoites of the malaria parasite. Plasmodium falciparum subtilisin-like protease-1 (PfSUB-1) is synthesized during maturation of the intraerythrocytic parasite and accumulates in a set of merozoite secretory organelles, suggesting that it may play a role in host cell invasion or post-invasion events. We describe the production, purification, and characterization of recombinant PfSUB-1 and comparison with the authentic protease detectable in parasite extracts. The recombinant protease requires high levels of calcium for optimum activity and has an alkaline pH optimum. Using a series of decapeptide and protein substrates, PfSUB-1 was found to have a relaxed substrate specificity with regard to the P1 position but is unable to efficiently cleave substrates with a P1 leucine residue. Similarly, replacement of a P4 valine with alanine severely reduced cleavage efficiency, whereas its replacement with lysine abolished cleavage. In all respects investigated, the recombinant protease was indistinguishable from parasite-derived enzyme. Three-dimensional homology modeling of the PfSUB-1 catalytic domain based on an alignment with closely related bacterial subtilisins and an orthologue from the rodent malaria Plasmodium yoelii suggests that the protease has at least three potential calcium ion-binding sites, three intramolecular disulfide bridges, and a single free cysteine within the enzyme S1 pocket. A predicted highly polar S1 pocket and a hydrophobic S4 subsite are in broad agreement with the experimentally determined substrate specificity.
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Affiliation(s)
- Chrislaine Withers-Martinez
- Division of Parasitology, National Institute for Medical Research, Mill Hill, London NW7 1AA, United Kingdom
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11
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de Kreij A, van den Burg B, Veltman OR, Vriend G, Venema G, Eijsink VG. The effect of changing the hydrophobic S1' subsite of thermolysin-like proteases on substrate specificity. EUROPEAN JOURNAL OF BIOCHEMISTRY 2001; 268:4985-91. [PMID: 11559368 DOI: 10.1046/j.0014-2956.2001.02434.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The hydrophobic S1' subsite is one of the major determinants of the substrate specificity of thermolysin and related M4 family proteases. In the thermolysin-like protease (TLP) produced by Bacillus stearothermophilus (TLP-ste), the hydrophobic S1' subsite is mainly formed by Phe130, Phe133, Val139 and Leu202. In the present study, we have examined the effects of replacing Leu202 by smaller (Gly, Ala, Val) and larger (Phe, Tyr) hydrophobic residues. The mutational effects showed that the wild-type S1' pocket is optimal for binding leucine side chains. Reduction of the size of residue 202 resulted in a higher efficiency towards substrates with Phe in the P1' position. Rather unexpectedly, the Leu202-->Phe and Leu202-->Tyr mutations, which were expected to decrease the size of the S1' subsite, resulted in a large increase in activity towards dipeptide substrates with Phe in the P1' position. This is probably due to the fact that 202Phe and 202Tyr adopt a second possible rotamer that opens up the subsite compared to Leu202, and also favours interactions with the substrate. To validate these results, we constructed variants of thermolysin with changes in the S1' subsite. Thermolysin and TLP-ste variants with identical S1' subsites were highly similar in terms of their preference for Phe vs. Leu in the P1' position.
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Affiliation(s)
- A de Kreij
- Department of Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Kerklaan, NN Haren, The Netherlands
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Friedman M. Application of the S-pyridylethylation reaction to the elucidation of the structures and functions of proteins. JOURNAL OF PROTEIN CHEMISTRY 2001; 20:431-53. [PMID: 11760118 DOI: 10.1023/a:1012558530359] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Cysteine (Cys) and cystine residues in proteins are unstable under conditions used for acid hydrolysis of peptide bonds. To overcome this problem, we proposed the use of the S-pyridylethylation reaction to stabilize Cys residues as pyridylethyl-cysteine (PEC) protein derivatives. This suggestion was based on our observation that two synthetic derivatives formed by pyridylethylation of the SH group of Cys with either 2-vinylpyridine (2-VP) or 4-vinylpyridine (4-VP), designated as S-beta-(2-pyridylethyl)-L-cysteine (2-PEC) and S-beta-(4-pyridylethyl)-L-cysteine (4-PEC), were stable under acid conditions used to hydrolyze proteins. This was also the case for protein-bound PEC groups. Since their discovery over 30 years ago, pyridylethylation reactions have been widely modified and automated for the analysis of many structurally different proteins at levels as low as 20 picomoles, to determine the primary structures of proteins and to define the influence of SH groups and disulfide bonds on the structures and functional, enzymatic, medical, nutritional, pharmacological, and toxic properties of proteins isolated from plant, microbial, marine, animal, and human sources. Pyridylethylation has been accepted as the best method for the modification of Cys residues in proteins for subsequent analysis and sequence determination. The reaction has also been proposed to measure D-Cys, homocysteine, glutathione, tryptophan, dehydroalanine, and furanthiol food flavors. This integrated overview of the diverse literature on these reactions emphasizes general concepts. It is intended to serve as a resource and guide for further progress based on the reported application of pyridylethylation reactions to more than 150 proteins.
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Affiliation(s)
- M Friedman
- Western Regional Research Center, Agricultural Research Service, USDA, Albany, CA 94710, USA.
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Abstract
The serine protease subtilisin is an important industrial enzyme as well as a model for understanding the enormous rate enhancements affected by enzymes. For these reasons along with the timely cloning of the gene, ease of expression and purification and availability of atomic resolution structures, subtilisin became a model system for protein engineering studies in the 1980s. Fifteen years later, mutations in well over 50% of the 275 amino acids of subtilisin have been reported in the scientific literature. Most subtilisin engineering has involved catalytic amino acids, substrate binding regions and stabilizing mutations. Stability has been the property of subtilisin which has been most amenable to enhancement, yet perhaps least understood. This review will give a brief overview of the subtilisin engineering field, critically review what has been learned about subtilisin stability from protein engineering experiments and conclude with some speculation about the prospects for future subtilisin engineering.
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Affiliation(s)
- P N Bryan
- Center for Advanced Research in Biotechnology, University of Maryland Biotechnology Institute, 9600 Gudelsky Drive, 20850, Rockville, MD, USA.
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Legendre D, Laraki N, Gräslund T, Bjørnvad ME, Bouchet M, Nygren PA, Borchert TV, Fastrez J. Display of active subtilisin 309 on phage: analysis of parameters influencing the selection of subtilisin variants with changed substrate specificity from libraries using phosphonylating inhibitors. J Mol Biol 2000; 296:87-102. [PMID: 10656819 DOI: 10.1006/jmbi.1999.3437] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Many attempts have been made to endow enzymes with new catalytic activities. One general strategy involves the creation of random combinatorial libraries of mutants associated with an efficient screening or selection scheme. Phage display has been shown to greatly facilitate the selection of polypeptides with desired properties by establishing a close link between the polypeptide and the gene that encodes it. Selection of phage displayed enzymes for new catalytic activities remains a challenge. The aim of this study was to display the serine protease subtilisin 309 (savinase) from Bacillus lentus on the surface of filamentous fd phage and to develop selection schemes that allow the extraction of subtilisin variants with a changed substrate specificity from libraries. Subtilisins are produced as secreted preproenzyme that mature in active enzyme autocatalytically. They have a broad substrate specificity but exhibit a significant preference for hydrophobic residues and very limited reactivity toward charged residues at the P4 site in the substrate. Here, we show that savinase can be functionally displayed on phage in the presence of the proteic inhibitor CI2. The free enzyme is released from its complex with CI2 upon addition of the anionic detergent LAS. The phage-enzyme can be panned on streptavidin beads after labelling by reaction with (biotin-N-epsilon-aminocaproyl-cystamine-N'-glutaryl)-l-Ala-l-Ala-l-P ro-Phe(P)-diphenyl ester. Reactions of libraries, in which residues 104 and 107 forming part of the S4 pocket have been randomised, with (biotin-N-epsilon-aminocaproyl-cystamine-N'-glutaryl)-alpha-l-Lys-l-A la-l-Pro-Phe(P)-diphenylester allowed us to select enzymes with increased specific activity for a substrate containing a lysine in P4. Parameters influencing the selection as for instance the efficiency of maturation of mutant enzymes in libraries have been investigated.
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Affiliation(s)
- D Legendre
- Laboratoire de Biochimie Physique et des biopolymères, Université catholique de Louvain, Place L. Pasteur, 1-1b, Louvain-la-Neuve, 1348, Belgium
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Mulder FA, Schipper D, Bott R, Boelens R. Altered flexibility in the substrate-binding site of related native and engineered high-alkaline Bacillus subtilisins. J Mol Biol 1999; 292:111-23. [PMID: 10493861 DOI: 10.1006/jmbi.1999.3034] [Citation(s) in RCA: 223] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
High-alkaline serine proteases have been successfully applied as protein degrading components of detergent formulations and are subject to extensive protein engineering efforts to improve their stability and performance. Dynamics has been suggested to play an important role in determining enzyme activity and specificity and it is therefore of interest to establish how local changes in internal mobility affect protein stability, specificity and performance. Here we present the dynamic properties of the 269 residue serine proteases subtilisin PB92 (Maxacal(TM)) and subtilisin BLS (Savinase(TM)), secreted by Bacillus lentus, and an engineered quadruple variant, DSAI, that has improved washing performance. T1, T2 and heteronuclear NOE measurements of the 15N nuclei indicate that for all three proteins the majority of the backbone is very rigid, with only a limited number of residues being involved in local mobility. Many of the residues that constitute the S1 and S4 pockets, determining substrate specificity, are flexible in solution. In contrast, the backbone amides of the residues that constitute the catalytic triad do not exhibit any motion. Subtilisins PB92, BLS and DSAI demonstrate similar but not identical NMR relaxation rates. A detailed analysis of local flexibility indicates that the motion of residues Thr143 and Ala194 becomes more restricted in subtilisin BLS and DSAI. Noteworthy, the loop regions involved in substrate binding become more structured in the engineered variant as compared with the two native proteases, suggesting a relation between altered dynamics and performance. Similar conclusions have been established by X-ray crystallograpic methods, as shown in the accompanying paper.
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Affiliation(s)
- F A Mulder
- Bijvoet Center for Biomolecular Research, Utrecht University, Padualaan 8, Utrecht, 3584 CH, The Netherlands
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Martin JR, Mulder FA, Karimi-Nejad Y, van der Zwan J, Mariani M, Schipper D, Boelens R. The solution structure of serine protease PB92 from Bacillus alcalophilus presents a rigid fold with a flexible substrate-binding site. Structure 1997; 5:521-32. [PMID: 9115441 DOI: 10.1016/s0969-2126(97)00208-6] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Research on high-alkaline proteases, such as serine protease PB92, has been largely inspired by their industrial application as protein-degrading components of washing powders. Serine protease PB92 is a member of the subtilase family of enzymes, which has been extensively studied. These studies have included exhaustive protein engineering investigations and X-ray crystallography, in order to provide insight into the mechanism and specificity of enzyme catalysis. Distortions have been observed in the substrate-binding region of subtilisin crystal structures, due to crystal contacts. In addition, the structural variability in the substrate-binding region of subtilisins is often attributed to flexibility. It was hoped that the solution structure of this enzyme would provide further details about the conformation of this key region and give new insights into the functional properties of these enzymes. RESULTS The three-dimensional solution structure of the 269-residue (27 kDa) serine protease PB92 has been determined using distance and dihedral angle constraints derived from triple-resonance NMR data. The solution structure is represented by a family of 18 conformers which overlay onto the average structure with backbone and all-heavy-atom root mean square deviations (for the main body of the molecule) of 0.88 and 1.21 A, respectively. The family of structures contains a number of regions of relatively high conformational heterogeneity, including various segments that are involved in the formation of the substrate-binding site. The presence of flexibility within these segments has been established from NMR relaxation parameters and measurements of amide proton exchange rates. CONCLUSIONS The solution structure of the serine protease PB92 presents a well defined global fold which is rigid with the exception of a restricted number of sites. Among the limited number of residues involved in significant internal mobility are those of two pockets, termed S1 and S4, within the substrate-binding site. The presence of flexibility within the binding site supports the proposed induced fit mechanism of substrate binding.
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Affiliation(s)
- J R Martin
- Bijvoet Center for Biomolecular Research Utrecht University Padualaan 8, 3584 CH, Utrecht, The Netherlands
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Remerowski ML, Pepermans HA, Hilbers CW, Van De Ven FJ. Backbone dynamics of the 269-residue protease Savinase determined from 15N-NMR relaxation measurements. EUROPEAN JOURNAL OF BIOCHEMISTRY 1996; 235:629-40. [PMID: 8654411 DOI: 10.1111/j.1432-1033.1996.00629.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Backbone dynamics of Savinase, a subtilisin of 269 residues secreted by Bacillus lentus, have been studied using 15N relaxation measurements derived from proton-detected dimensional 1H-15N-NMR spectroscopy. 15N spin-lattice rate constants (R1), spin-spin relaxation-rate constants(R2), and 1H-15N nuclear Overhauser effects (NOE) were determined for 84% of the backbone amide 15N nuclei. The model-free formalism [Lipari, G. & Szabo, A. (1982) J. Am. Chem. Soc. 104, 4546-4559] was used to derive values for a generalized order parameter, S2, interpretable as a measure of the amplitude of motion on the picosecond-nanosecond timescale, for each N-H bond vector. Additional terms used to fit the data include an effective correlation time for internal motions (taue) and an exchange term (Rex) to account for exchange contributions to R2. The overall rotational correlation time (taum) is 9.59 +/- 0.02 ns; the average order parameter (S2) is 0.90 +/- 0.07, indicative of a rigid structure consistent with Savinase's high degree of secondary structure and compact tertiary fold. Residues S125-S128, located in the substrate-binding region, represent the longest stretch of protein which exhibits disorder on the picosecond-nanosecond timescale. These residues also exhibit significant exchange terms, possibly indicative of motion on the microsecond-millisecond timescale, which could also be influenced by the proximity of the phenyl ring of the substituted aryl boronic acid inhibitor used in this study. S103 and G219 in the substrate-binding region, represent the longest stretch of protein which exhibits disorder on the picosecond-nanosecond timescale. These residues also exhibit significant exchange terms, possibly indicative of motion on the microsecond-millisecond timescale, which could also be influenced by the proximity of the phenyl ring of the substituted aryl boronic acid inhibitor used in this study. S103 and G219 in the substrate-binding region also show flexibility on the picosecond-nanosecond timescale. There is also significant motion in the turn, G258-T260, of a small solvent-exposed loop region which may make the protein vulnerable autolysis at that point. Some residues in both calcium-binding sites and nearby also show mobility.
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18
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Maste MC, Rinia HA, Brands CM, Egmond MR, Norde W. Inactivation of a subtilisin in colloidal systems. BIOCHIMICA ET BIOPHYSICA ACTA 1995; 1252:261-8. [PMID: 7578232 DOI: 10.1016/0167-4838(95)00148-n] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
The aim of the present study is to establish the relation between the inactivation of the proteolytic enzyme Savinase and its adsorption at different types of solid-liquid interfaces. The loss of activity has been determined both in solution and in the presence of colloidal particles, which provide a surface area for adsorption of 25% of the enzyme population. Analysis of the remaining solution at different periods of incubation of the various systems shows that the intact protein is converted into autolytic degradation products at the expense of biological activity. The different particles, however, deactivate the enzymes to a different extent. Under the experimental conditions the half-life of the enzymatic activity in solution is 3.5 hours. In the presence of particles that have hydrophobic surface properties (teflon- or polystyrene latex) the half-life is reduced to 0.7 hours. On the contrary, hydrophilic silica particles stabilize the enzyme against autolysis as compared to the inactivation in solution. Polystyrene latex particles which are chemically grafted with short poly(ethylene oxide) chains ([EO]8) are, for steric reasons, also mild with respect to the reduction of enzymatic stability. It is thus concluded that the type of surface determines the mode in which the enzyme is adsorbed on a particle which, in turn, affects the autocatalytic rate.
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Affiliation(s)
- M C Maste
- Department of Physical and Colloid Chemistry, Wageningen Agricultural University, The Netherlands
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19
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Wangikar PP, Rich JO, Clark DS, Dordick JS. Probing enzymic transition state hydrophobicities. Biochemistry 1995; 34:12302-10. [PMID: 7547973 DOI: 10.1021/bi00038a026] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Hydrophobic interactions are important in numerous biological processes; however, the nature and extent of hydrophobic interactions in nonaqueous enzymology remain poorly defined. We have estimated the free energies of enzyme--substrate hydrophobic interactions for a model reaction catalyzed by subtilisin BPN'(from Bacillus amyloliquefaciens) in various solvents. Transition state stabilization of subtilisin in water has contributions from both ground state destabilization of hydrophobic substrates and intrinsic enzyme--substrate hydrophobic interactions. Both contributions are evident even in hydrophobic organic solvents and can be modified by protein engineering of the enzyme's binding site, as well as by changing the hydrophobicity of the reaction medium. We have also developed a method to estimate the hydrophobicity of the enzymic transition state involving systematic variation of the substrate and solvent hydrophobicities. The observed binding pocket hydrophobicities were directly affected by replacing the Gly166 residue, located at the back of hydrophobic S1 binding pocket of subtilisin BPN', with more hydrophobic amino acids such as alanine and valine. Thus, the observed S1 binding pocket hydrophobicities of the wild-type, G166A, and G166V mutants were measured to be 1.2, 1.8, and 2.6 log P units, respectively. Our method of calculating effective binding pocket hydrophobicity was found to be applicable to other enzymes, including horseradish peroxidase and alpha-chymotrypsin. Measurements of the binding pocket hydrophobicities have significant implications toward tailoring enzyme function in aqueous as well as nonaqueous media.
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Affiliation(s)
- P P Wangikar
- Department of Chemical and Biochemical Engineering, University of Iowa, Iowa City 52242, USA
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20
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Egmond MR, Antheunisse WP, van Bemmel CM, Ravestein P, Frenken LG. Structural and functional aspects of an industrial lipase. Ann N Y Acad Sci 1995; 750:195-201. [PMID: 7785849 DOI: 10.1111/j.1749-6632.1995.tb19951.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Affiliation(s)
- M R Egmond
- Unilever Research Laboratory, AC Vlaardingen, The Netherlands
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21
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Abstract
Structure-based mutational analysis of serine protease specificity has produced a large database of information useful in addressing biological function and in establishing a basis for targeted design efforts. Critical issues examined include the function of water molecules in providing strength and specificity of binding, the extent to which binding subsites are interdependent, and the roles of polypeptide chain flexibility and distal structural elements in contributing to specificity profiles. The studies also provide a foundation for exploring why specificity modification can be either straightforward or complex, depending on the particular system.
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Affiliation(s)
- J J Perona
- Department of Pharmaceutical Chemistry, University of California, San Francisco 94143-0446, USA
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22
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Affiliation(s)
- C G Knight
- Department of Cell Adhesion and Signalling, Strangeways Research Laboratory, Cambridge, United Kingdom
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23
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Exterkate FA. The lactococcal cell envelope proteinases: Differences, calcium-binding effects and role in cheese ripening. Int Dairy J 1995. [DOI: 10.1016/0958-6946(95)00042-9] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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24
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Christiansen-Brams I, Jansson AM, Meldal M, Breddam K, Bock K. Silyl protection in the solid-phase synthesis of N-linked glycopeptides. Preparation of glycosylated fluorogenic substrates for subtilisins. Bioorg Med Chem 1994; 2:1153-67. [PMID: 7757413 DOI: 10.1016/s0968-0896(00)82067-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
The trimethylsilyl (TMS) group was used for protection of the hydroxy groups of three disaccharide 1-amino-alditols and of the glycosylamines of glucose, maltotriose and maltoheptose. The per-O-trimethylsilylated derivatives were coupled with N alpha-Fmoc-Asp(Cl)-OPfp 7 to give six glycosylated building blocks for the solid-phase synthesis of N-linked glycopeptides. Building block 8 was used in the synthesis of five internally quenched fluorescent substrates which were studied by enzymatic hydrolysis with savinase, a subtilisin-type enzyme.
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25
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Abstract
Recent analysis of the crystal structures, both of the retroviral aspartyl proteases from Rous sarcoma virus and human immunodeficiency virus type 1 and of the serine proteases subtilisin and alpha-lytic protease, has enabled the rational design of mutations in the substrate-binding pocket of these enzymes. Alterations in steady-state kinetic properties of the purified mutant enzymes have been detected in vitro by following the cleavage of synthetic peptide substrates. These analyses have identified key amino acid residues in each of these enzymes that are involved in substrate specificity, and they have provided the foundation for the design of proteases with novel substrate specificities.
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Affiliation(s)
- J P Leis
- Case Western Reserve University, Cleveland
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26
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Meldal M, Svendsen I, Breddam K, Auzanneau FI. Portion-mixing peptide libraries of quenched fluorogenic substrates for complete subsite mapping of endoprotease specificity. Proc Natl Acad Sci U S A 1994; 91:3314-8. [PMID: 8159745 PMCID: PMC43567 DOI: 10.1073/pnas.91.8.3314] [Citation(s) in RCA: 156] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
A solid-phase assay for the complete subsite mapping of the active site of endoproteases has been developed. A library of resin-bound protease substrates was synthesized both on kieselguhr-supported polyamide resin and on a polyethylene glycol-poly-(N,N-dimethylacrylamide) copolymer type of resin that allows proteases to diffuse into the interior and perform their catalytic activity. Anthranilic acid and 3-nitrotyrosine were used as an efficient donor-acceptor pair for the resonance energy transfer. The synthesis was performed in a manual library generator that allows simple wet mixing of the beads and parallel washing procedures. After treatment with subtilisin Carlsberg, fluorescing beads were collected and subjected to peptide sequencing, affording the preferred sequences, their cleavage bond, and a semiquantitative estimation of the turnover. A statistical distribution of preferred amino acids was obtained for each subsite. The result was compared with data from kinetic studies in solution.
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Affiliation(s)
- M Meldal
- Department of Chemistry, Carlsberg Laboratory, Valby-Copenhagen, Denmark
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27
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Rheinnecker M, Eder J, Pandey PS, Fersht AR. Variants of subtilisin BPN' with altered specificity profiles. Biochemistry 1994; 33:221-5. [PMID: 8286344 DOI: 10.1021/bi00167a029] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
A strategy for increasing the size of the S4 binding pocket was used to improve the specificity of subtilisin BPN' toward substrates with large hydrophobic P4 side chains. This approach involves single and double amino acid replacements at positions 104, 107, and 126. Previously, alteration of I107 to glycine has been found to increase the specificity of subtilisin toward leucine, isoleucine, and phenylalanine as P4 residues by up to 214-fold. Replacement of Y104 by alanine also yields a similar improvement in specificity. However, this subtilisin variant favors isoleucine and phenylalanine over leucine. When L126 was replaced by valine, alanine, and glycine, respectively, only the L126A subtilisin variant, which possesses a 28-fold-increased catalytic efficiency for isoleucine compared with all other substrates tested, showed a significantly improved specificity profile. As inferred from the double-mutant enzymes I107G/L126V, I107G/L126A, and I107G/Y104A, none of the effects of the single amino acid replacements on the kinetic parameters are additive. The I107G/L126V mutant subtilisin has the largest improvement in P4 substrate specificity reported so far: kcat/KM is increased 340-fold for leucine compared to alanine. By contrast, the specificity profile of the I107G/Y104A mutant enzyme is impaired in comparison with that of the corresponding single mutants. Therefore, the design of high-specificity subtilisin variants through the combination of single amino acid replacements in the S4 pocket appears to be nontrivial due to the interference of the introduced structural changes.
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Affiliation(s)
- M Rheinnecker
- MRC Unit for Protein Function and Design, Cambridge Centre for Protein Engineering, University Chemical Laboratory, U.K
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