1
|
da Rocha TN, Morellon-Sterlling R, Rocha-Martin J, Bolivar JM, Gonçalves LRB, Fernandez-Lafuente R. Immobilization of Penicillin G Acylase on Vinyl Sulfone-Agarose: An Unexpected Effect of the Ionic Strength on the Performance of the Immobilization Process. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27217587. [PMID: 36364414 PMCID: PMC9654356 DOI: 10.3390/molecules27217587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 11/02/2022] [Accepted: 11/03/2022] [Indexed: 11/09/2022]
Abstract
Penicillin G acylase (PGA) from Escherichia coli was immobilized on vinyl sulfone (VS) agarose. The immobilization of the enzyme failed at all pH values using 50 mM of buffer, while the progressive increase of ionic strength permitted its rapid immobilization under all studied pH values. This suggests that the moderate hydrophobicity of VS groups is enough to transform the VS-agarose in a heterofunctional support, that is, a support bearing hydrophobic features (able to adsorb the proteins) and chemical reactivity (able to give covalent bonds). Once PGA was immobilized on this support, the PGA immobilization on VS-agarose was optimized with the purpose of obtaining a stable and active biocatalyst, optimizing the immobilization, incubation and blocking steps characteristics of this immobilization protocol. Optimal conditions were immobilization in 1 M of sodium sulfate at pH 7.0, incubation at pH 10.0 for 3 h in the presence of glycerol and phenyl acetic acid, and final blocking with glycine or ethanolamine. This produced biocatalysts with stabilities similar to that of the glyoxyl-PGA (the most stable biocatalyst of this enzyme described in literature), although presenting just over 55% of the initially offered enzyme activity versus the 80% that is recovered using the glyoxyl-PGA. This heterofuncionality of agarose VS beads opens new possibilities for enzyme immobilization on this support.
Collapse
Affiliation(s)
- Thays N. da Rocha
- Departamento de Biocatálisis, ICP-CSIC, Campus UAM-CSIC, 28049 Madrid, Spain
- Chemical Engineering Department, Campus do Pici, Federal University of Ceará, Bloco 709, Fortaleza CEP 60440-900, CE, Brazil
| | - Roberto Morellon-Sterlling
- Departamento de Biocatálisis, ICP-CSIC, Campus UAM-CSIC, 28049 Madrid, Spain
- Departamento de Biología Molecular, Campus UAM-CSIC, Universidad Autónoma de Madrid, Darwin 2, Cantoblanco, 28049 Madrid, Spain
| | - Javier Rocha-Martin
- Department of Biochemistry and Molecular Biology, Faculty of Biology, Complutense University of Madrid, José Antonio Novais 12, 28040 Madrid, Spain
| | - Juan M. Bolivar
- FQPIMA Group, Chemical and Materials Engineering Department, Faculty of Chemical Sciences, Complutense University of Madrid, Complutense Ave., 28040 Madrid, Spain
| | - Luciana R. B. Gonçalves
- Chemical Engineering Department, Campus do Pici, Federal University of Ceará, Bloco 709, Fortaleza CEP 60440-900, CE, Brazil
| | - Roberto Fernandez-Lafuente
- Departamento de Biocatálisis, ICP-CSIC, Campus UAM-CSIC, 28049 Madrid, Spain
- Center of Excellence in Bionanoscience Research, Member of the External Scientific Advisory Board, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Correspondence: ; Tel.: +34-91594804
| |
Collapse
|
2
|
Surpeta B, Grulich M, Palyzová A, Marešová H, Brezovsky J. Common Dynamic Determinants Govern Quorum Quenching Activity in N-Terminal Serine Hydrolases. ACS Catal 2022. [DOI: 10.1021/acscatal.2c00569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Bartlomiej Surpeta
- Laboratory of Biomolecular Interactions and Transport, Department of Gene Expression, Institute of Molecular Biology and Biotechnology, Faculty of Biology, Adam Mickiewicz University, Uniwersytetu Poznanskiego 6, 61-614 Poznan, Poland
- International Institute of Molecular and Cell Biology in Warsaw, Ks Trojdena 4, 02-109 Warsaw, Poland
| | - Michal Grulich
- Laboratory of Modulation of Gene Expression, Institute of Microbiology,v.v.i., Academy of Sciences of the Czech Republic, Videnska 1083, 142 20 Prague 4, Czech Republic
| | - Andrea Palyzová
- Laboratory of Molecular Structure Characterization, Institute of Microbiology,v.v.i., Academy of Sciences of the Czech Republic, Videnska 1083, 142 20 Prague 4, Czech Republic
| | - Helena Marešová
- Laboratory of Molecular Structure Characterization, Institute of Microbiology,v.v.i., Academy of Sciences of the Czech Republic, Videnska 1083, 142 20 Prague 4, Czech Republic
| | - Jan Brezovsky
- Laboratory of Biomolecular Interactions and Transport, Department of Gene Expression, Institute of Molecular Biology and Biotechnology, Faculty of Biology, Adam Mickiewicz University, Uniwersytetu Poznanskiego 6, 61-614 Poznan, Poland
- International Institute of Molecular and Cell Biology in Warsaw, Ks Trojdena 4, 02-109 Warsaw, Poland
| |
Collapse
|
3
|
Wang P, Zhang S, Zhang J, Zhu Y. Computational design of penicillin acylase variants with improved kinetic selectivity for the enzymatic synthesis of cefazolin. Biochem Eng J 2021. [DOI: 10.1016/j.bej.2021.108149] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
|
4
|
Sumida Y, Yamasaki M, Nishiya Y, Kumagai S, Yamada T, Azuma M. Protein Engineering of
d
‐Succinylase from
Cupriavidus sp
. for
d
‐Amino Acid Synthesis and the Structural Implications. Adv Synth Catal 2021. [DOI: 10.1002/adsc.202100587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Yosuke Sumida
- Department of Applied Chemistry and Bioengineering Graduate School of Engineering Osaka City University 3-3-138 Sugimoto Sumiyoshi-ku Osaka 558-8585 Japan
- Biotechnology Research Laboratory Toyobo Co., Ltd. 10-24 Toyo-cho Tsuruga Fukui 914-0047 Japan
| | - Masayuki Yamasaki
- Faculty of Agriculture Ryukoku University 1-5 Yokotani, Ohe-cho Seta Otsu 520-2194 Japan
- Institute for Frontier Medical Sciences Kyoto University 53 Kawahara-cho Shogoin, Sakyo-ku Kyoto 606-8507 Japan
| | - Yoshiaki Nishiya
- Biotechnology Research Laboratory Toyobo Co., Ltd. 10-24 Toyo-cho Tsuruga Fukui 914-0047 Japan
- Department of Life Science Setsunan University 17-8 Ikeda-Nakamachi Neyagawa Osaka 572-8508 Japan
| | - Shinya Kumagai
- R&D Group, Iwate Research & Development Center SEKISUI MEDICAL Co., Ltd. 4-115, Matsuo Hachimantai Iwate 028-7305 Japan
| | - Toshihide Yamada
- R&D Group, Iwate Research & Development Center SEKISUI MEDICAL Co., Ltd. 4-115, Matsuo Hachimantai Iwate 028-7305 Japan
| | - Masayuki Azuma
- Department of Applied Chemistry and Bioengineering Graduate School of Engineering Osaka City University 3-3-138 Sugimoto Sumiyoshi-ku Osaka 558-8585 Japan
| |
Collapse
|
5
|
Grulich M, Brezovský J, Štěpánek V, Palyzová A, Marešová H, Zahradník J, Kyslíková E, Kyslík P. In-silico driven engineering of enantioselectivity of a penicillin G acylase towards active pharmaceutical ingredients. ACTA ACUST UNITED AC 2016. [DOI: 10.1016/j.molcatb.2016.11.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
6
|
A user-friendly web portal for analyzing conformational changes in structures of Mycobacterium tuberculosis. J Mol Model 2015; 21:252. [PMID: 26361768 DOI: 10.1007/s00894-015-2799-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Accepted: 08/24/2015] [Indexed: 10/23/2022]
Abstract
Initiation of the Tuberculosis Structural Consortium has resulted in the expansion of the Mycobacterium tuberculosis (MTB) protein structural database. Currently, 969 experimentally solved structures are available for 354 MTB proteins. This includes multiple crystal structures for a given protein under different functional conditions, such as the presence of different ligands or mutations. In depth analysis of the multiple structures reveal that subtle differences exist in conformations of a given protein under varied conditions. Therefore, it is immensely important to understand the conformational differences between the multiple structures of a given protein in order to select the most suitable structure for molecular docking and structure-based drug designing. Here, we introduce a web portal ( http://bmi.icmr.org.in/mtbsd/torsion.php ) that we developed to provide comparative data on the ensemble of available structures of MTB proteins, such as Cα root means square deviation (RMSD), sequence identity, presence of mutations and torsion angles. Additionally, torsion angles were used to perform principal component analysis (PCA) to identify the conformational differences between the structures. Additionally, we present a few case studies to demonstrate this database. Graphical Abstract Conformational changes seen in the structures of the enoyl-ACP reductase protein encoded by the Mycobacterial gene inhA.
Collapse
|
7
|
Chand D, Varshney N, Ramasamy S, Panigrahi P, Brannigan JA, Wilkinson AJ, Suresh CG. Structure mediation in substrate binding and post-translational processing of penicillin acylases: Information from mutant structures of Kluyvera citrophila penicillin G acylase. Protein Sci 2015; 24:1660-70. [PMID: 26243007 DOI: 10.1002/pro.2761] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2015] [Revised: 07/10/2015] [Accepted: 07/10/2015] [Indexed: 11/07/2022]
Abstract
Penicillin acylases are industrially important enzymes for the production of 6-APA, which is used extensively in the synthesis of secondary antibiotics. The enzyme translates into an inactive single chain precursor that subsequently gets processed by the removal of a spacer peptide connecting the chains of the mature active heterodimer. We have cloned the penicillin G acylase from Kluyvera citrophila (KcPGA) and prepared two mutants by site-directed mutagenesis. Replacement of N-terminal serine of the β-subunit with cysteine (Serβ1Cys) resulted in a fully processed but inactive enzyme. The second mutant in which this serine is replaced by glycine (Serβ1Gly) remained in the unprocessed and inactive form. The crystals of both mutants belonged to space group P1 with four molecules in the asymmetric unit. The three-dimensional structures of these mutants were refined at resolutions 2.8 and 2.5 Å, respectively. Comparison of these structures with similar structures of Escherichia coli PGA (EcPGA) revealed various conformational changes that lead to autocatalytic processing and consequent removal of the spacer peptide. The large displacements of residues such as Arg168 and Arg477 toward the N-terminal cleavage site of the spacer peptide or the conformational changes of Arg145 and Phe146 near the active site in these structures suggested probable steps in the processing dynamics. A comparison between the structures of the processed Serβ1Cys mutant and that of the processed form of EcPGA showed conformational differences in residues Argα145, Pheα146, and Pheβ24 at the substrate binding pocket. Three conformational transitions of Argα145 and Pheα146 residues were seen when processed and unprocessed forms of KcPGA were compared with the substrate bound structure of EcPGA. Structure mediation in activity difference between KcPGA and EcPGA toward acyl homoserine lactone (AHL) is elucidated.
Collapse
Affiliation(s)
- Deepak Chand
- Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Pune, 411008, India
| | - NishantKumar Varshney
- Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Pune, 411008, India
| | - Sureshkumar Ramasamy
- Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Pune, 411008, India
| | - Priyabrata Panigrahi
- Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Pune, 411008, India
| | - James A Brannigan
- Structural Biology Laboratory, Department of Chemistry, University of York, York YO10 5DD, Heslington, United Kingdom
| | - Anthony J Wilkinson
- Structural Biology Laboratory, Department of Chemistry, University of York, York YO10 5DD, Heslington, United Kingdom
| | - C G Suresh
- Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Pune, 411008, India
| |
Collapse
|
8
|
Deng S, Su E, Ma X, Yang S, Wei D. Efficient enzymatic synthesis of ampicillin by mutant Alcaligenes faecalis penicillin G acylase. J Biotechnol 2015; 199:62-8. [DOI: 10.1016/j.jbiotec.2015.01.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2014] [Revised: 12/24/2014] [Accepted: 01/07/2015] [Indexed: 10/24/2022]
|
9
|
Grulich M, Štěpánek V, Kyslík P. Perspectives and industrial potential of PGA selectivity and promiscuity. Biotechnol Adv 2013; 31:1458-72. [DOI: 10.1016/j.biotechadv.2013.07.005] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2012] [Revised: 07/02/2013] [Accepted: 07/06/2013] [Indexed: 11/26/2022]
|
10
|
Deaguero AL, Bommarius AS. In situ mixed donor synthesis of ampicillin with ethylene glycol co-solvent. Biotechnol Bioeng 2013; 111:1054-8. [DOI: 10.1002/bit.25143] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2013] [Revised: 10/14/2013] [Accepted: 10/21/2013] [Indexed: 11/05/2022]
Affiliation(s)
- Andria L. Deaguero
- Parker H. Petit Institute of Bioengineering and Biosciences; School of Chemical and Biomolecular Engineering; Atlanta Georgia
| | - Andreas S. Bommarius
- Parker H. Petit Institute of Bioengineering and Biosciences; School of Chemical and Biomolecular Engineering; School of Chemistry and Biochemistry; 315 Ferst Dr. NW Atlanta Georgia 30332
| |
Collapse
|
11
|
Novikov FN, Stroganov OV, Khaliullin IG, Panin NV, Shapovalova IV, Chilov GG, Švedas VK. Molecular modeling of different substrate-binding modes and their role in penicillin acylase catalysis. FEBS J 2012; 280:115-26. [DOI: 10.1111/febs.12054] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2012] [Revised: 10/29/2012] [Accepted: 10/30/2012] [Indexed: 11/28/2022]
Affiliation(s)
- Fedor N. Novikov
- Faculty of Bioengineering and Bioinformatics; Lomonosov Moscow State University; Russia
| | - Oleg V. Stroganov
- Belozersky Institute of Physicochemical Biology; Lomonosov Moscow State University; Russia
| | | | - Nikolay V. Panin
- Belozersky Institute of Physicochemical Biology; Lomonosov Moscow State University; Russia
| | - Irina V. Shapovalova
- Faculty of Bioengineering and Bioinformatics; Lomonosov Moscow State University; Russia
| | - Ghermes G. Chilov
- Belozersky Institute of Physicochemical Biology; Lomonosov Moscow State University; Russia
| | | |
Collapse
|
12
|
The role of flexibility and conformational selection in the binding promiscuity of PDZ domains. PLoS Comput Biol 2012; 8:e1002749. [PMID: 23133356 PMCID: PMC3486844 DOI: 10.1371/journal.pcbi.1002749] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2012] [Accepted: 09/02/2012] [Indexed: 11/23/2022] Open
Abstract
In molecular recognition, it is often the case that ligand binding is coupled to conformational change in one or both of the binding partners. Two hypotheses describe the limiting cases involved; the first is the induced fit and the second is the conformational selection model. The conformational selection model requires that the protein adopts conformations that are similar to the ligand-bound conformation in the absence of ligand, whilst the induced-fit model predicts that the ligand-bound conformation of the protein is only accessible when the ligand is actually bound. The flexibility of the apo protein clearly plays a major role in these interpretations. For many proteins involved in signaling pathways there is the added complication that they are often promiscuous in that they are capable of binding to different ligand partners. The relationship between protein flexibility and promiscuity is an area of active research and is perhaps best exemplified by the PDZ domain family of proteins. In this study we use molecular dynamics simulations to examine the relationship between flexibility and promiscuity in five PDZ domains: the human Dvl2 (Dishevelled-2) PDZ domain, the human Erbin PDZ domain, the PDZ1 domain of InaD (inactivation no after-potential D protein) from fruit fly, the PDZ7 domain of GRIP1 (glutamate receptor interacting protein 1) from rat and the PDZ2 domain of PTP-BL (protein tyrosine phosphatase) from mouse. We show that despite their high structural similarity, the PDZ binding sites have significantly different dynamics. Importantly, the degree of binding pocket flexibility was found to be closely related to the various characteristics of peptide binding specificity and promiscuity of the five PDZ domains. Our findings suggest that the intrinsic motions of the apo structures play a key role in distinguishing functional properties of different PDZ domains and allow us to make predictions that can be experimentally tested. Proteins that are capable of binding to many different ligands are said to have broad specificity. This is sometimes also referred to as promiscuity. Whether a protein is promiscuous or not can sometimes be readily explained by the structure of the protein and the ligand in terms of electrostatic and steric effects. Sometimes however, this simple interpretation can struggle to explain the experimentally observed data. A prominent case in point is the PDZ domains. These small protein domains bind to unstructured regions of other proteins and are involved in many signaling pathways. Some PDZ domains appear to be more promiscuous than others, but this has been difficult to explain purely on the basis of the composition of residues in the binding groove. In this work we examine the dynamics and conformational flexibility of five key PDZ domains and demonstrate that despite similar folds, these proteins can exhibit quite different dynamics. Furthermore the difference in the dynamic behavior appears to correlate with the observed promiscuity. Our findings suggest that knowledge of the dynamic behavior of the PDZs can be used to rationalize the extent of expected promiscuity. Such knowledge will be critical for drug design against PDZ domains.
Collapse
|
13
|
Deaguero AL, Blum JK, Bommarius AS. Improving the diastereoselectivity of penicillin G acylase for ampicillin synthesis from racemic substrates. Protein Eng Des Sel 2012; 25:135-44. [DOI: 10.1093/protein/gzr065] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
|
14
|
Efficient biocatalyst for large-scale synthesis of cephalosporins, obtained by combining immobilization and site-directed mutagenesis of penicillin acylase. Appl Microbiol Biotechnol 2012; 95:1491-500. [DOI: 10.1007/s00253-011-3817-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2011] [Revised: 11/30/2011] [Accepted: 12/05/2011] [Indexed: 11/30/2022]
|
15
|
Rojviriya C, Pratumrat T, Saper MA, Yuvaniyama J. Improved X-ray diffraction from Bacillus megaterium penicillin G acylase crystals through long cryosoaking dehydration. Acta Crystallogr Sect F Struct Biol Cryst Commun 2011; 67:1570-4. [PMID: 22139169 PMCID: PMC3232142 DOI: 10.1107/s1744309111040462] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2011] [Accepted: 10/01/2011] [Indexed: 11/10/2022]
Abstract
Penicillin G acylase from Bacillus megaterium (BmPGA) is currently used in the pharmaceutical industry as an alternative to PGA from Escherichia coli (EcPGA) for the hydrolysis of penicillin G to produce 6-aminopenicillanic acid (6-APA), a penam nucleus for semisynthetic penicillins. Despite the significant differences in amino-acid sequence between PGAs from Gram-positive and Gram-negative bacteria, a representative PGA structure of Gram-positive origin has never been reported. In this study, crystallization and diffraction studies of BmPGA are described. Poor diffraction patterns with blurred spots at higher resolution were typical for BmPGA crystals cryocooled after a brief immersion in cryoprotectant solution. Overnight soaking in the same cryo-solution substantially improved both the mosaicity and resolution limit through the establishment of a new crystal-packing equilibrium. A crystal of BmPGA diffracted X-rays to 2.20 Å resolution and belonged to the monoclinic space group P2(1) with one molecule of BmPGA in the asymmetric unit.
Collapse
Affiliation(s)
- Catleya Rojviriya
- Department of Biochemistry and Center for Excellence in Protein Structure and Function, Faculty of Science, Mahidol University, Rama 6 Road, Phayathai, Bangkok 10400, Thailand
| | - Thunyaluck Pratumrat
- Department of Biochemistry and Center for Excellence in Protein Structure and Function, Faculty of Science, Mahidol University, Rama 6 Road, Phayathai, Bangkok 10400, Thailand
| | - Mark A. Saper
- Department of Biological Chemistry, University of Michigan, Ann Arbor, Michigan 48109-1055, USA
| | - Jirundon Yuvaniyama
- Department of Biochemistry and Center for Excellence in Protein Structure and Function, Faculty of Science, Mahidol University, Rama 6 Road, Phayathai, Bangkok 10400, Thailand
| |
Collapse
|
16
|
Modulating the synthetase activity of penicillin G acylase in organic media by addition of N-methylimidazole: Using vinyl acetate as activated acyl donor. J Biotechnol 2011; 153:111-5. [DOI: 10.1016/j.jbiotec.2011.03.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2010] [Revised: 02/22/2011] [Accepted: 03/10/2011] [Indexed: 11/18/2022]
|
17
|
Sukhwal A, Bhattacharyya M, Vishveshwara S. Network approach for capturing ligand-induced subtle global changes in protein structures. ACTA CRYSTALLOGRAPHICA SECTION D: BIOLOGICAL CRYSTALLOGRAPHY 2011; 67:429-39. [PMID: 21543845 DOI: 10.1107/s0907444911007062] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2010] [Accepted: 02/24/2011] [Indexed: 01/12/2023]
Abstract
Ligand-induced conformational changes in proteins are of immense functional relevance. It is a major challenge to elucidate the network of amino acids that are responsible for the percolation of ligand-induced conformational changes to distal regions in the protein from a global perspective. Functionally important subtle conformational changes (at the level of side-chain noncovalent interactions) upon ligand binding or as a result of environmental variations are also elusive in conventional studies such as those using root-mean-square deviations (r.m.s.d.s). In this article, the network representation of protein structures and their analyses provides an efficient tool to capture these variations (both drastic and subtle) in atomistic detail in a global milieu. A generalized graph theoretical metric, using network parameters such as cliques and/or communities, is used to determine similarities or differences between structures in a rigorous manner. The ligand-induced global rewiring in the protein structures is also quantified in terms of network parameters. Thus, a judicious use of graph theory in the context of protein structures can provide meaningful insights into global structural reorganizations upon perturbation and can also be helpful for rigorous structural comparison. Data sets for the present study include high-resolution crystal structures of serine proteases from the S1A family and are probed to quantify the ligand-induced subtle structural variations.
Collapse
Affiliation(s)
- Anshul Sukhwal
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore 560012, India
| | | | | |
Collapse
|
18
|
Chilov GG, Stroganov OV, Švedas VK. Molecular modeling studies of substrate binding by penicillin acylase. BIOCHEMISTRY (MOSCOW) 2011; 73:56-64. [DOI: 10.1134/s0006297908010082] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
|
19
|
Miranda V, Wilson L, Cárdenas C, Illanes A. Reactivation of immobilized penicillin G acylase: Influence of cosolvents and catalytic modulators. ACTA ACUST UNITED AC 2011. [DOI: 10.1016/j.molcatb.2010.09.015] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
|
20
|
Affiliation(s)
- Chetan B. Patel
- Institute of Chemical Technology, University of Mumbai, Matunga Mumbai, India
| | - Vilas G. Gaikar
- Institute of Chemical Technology, University of Mumbai, Matunga Mumbai, India
| |
Collapse
|
21
|
Temporini C, Bonomi P, Serra I, Tagliani A, Bavaro T, Ubiali D, Massolini G, Terreni M. Characterization and Study of the Orientation of Immobilized Enzymes by Tryptic Digestion and HPLC-MS: Design of an Efficient Catalyst for the Synthesis of Cephalosporins. Biomacromolecules 2010; 11:1623-32. [DOI: 10.1021/bm100259a] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Caterina Temporini
- Department of Pharmaceutical Chemistry, University of Pavia, viale Taramelli 12, Pavia I-27100, Italy, and Italian Biocatalysis Center, viale Taramelli 12, Pavia I-27100, Italy
| | - Paolo Bonomi
- Department of Pharmaceutical Chemistry, University of Pavia, viale Taramelli 12, Pavia I-27100, Italy, and Italian Biocatalysis Center, viale Taramelli 12, Pavia I-27100, Italy
| | - Immacolata Serra
- Department of Pharmaceutical Chemistry, University of Pavia, viale Taramelli 12, Pavia I-27100, Italy, and Italian Biocatalysis Center, viale Taramelli 12, Pavia I-27100, Italy
| | - Auro Tagliani
- Department of Pharmaceutical Chemistry, University of Pavia, viale Taramelli 12, Pavia I-27100, Italy, and Italian Biocatalysis Center, viale Taramelli 12, Pavia I-27100, Italy
| | - Teodora Bavaro
- Department of Pharmaceutical Chemistry, University of Pavia, viale Taramelli 12, Pavia I-27100, Italy, and Italian Biocatalysis Center, viale Taramelli 12, Pavia I-27100, Italy
| | - Daniela Ubiali
- Department of Pharmaceutical Chemistry, University of Pavia, viale Taramelli 12, Pavia I-27100, Italy, and Italian Biocatalysis Center, viale Taramelli 12, Pavia I-27100, Italy
| | - Gabriella Massolini
- Department of Pharmaceutical Chemistry, University of Pavia, viale Taramelli 12, Pavia I-27100, Italy, and Italian Biocatalysis Center, viale Taramelli 12, Pavia I-27100, Italy
| | - Marco Terreni
- Department of Pharmaceutical Chemistry, University of Pavia, viale Taramelli 12, Pavia I-27100, Italy, and Italian Biocatalysis Center, viale Taramelli 12, Pavia I-27100, Italy
| |
Collapse
|
22
|
Shi YF, Soumillion P, Ueda M. Effects of catalytic site mutations on active expression of phage fused penicillin acylase. J Biotechnol 2010; 145:139-42. [PMID: 19932137 DOI: 10.1016/j.jbiotec.2009.11.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2009] [Revised: 10/24/2009] [Accepted: 11/09/2009] [Indexed: 11/24/2022]
Abstract
Penicillin G acylase (EC 3.5.1.11) is 86-kDa large heterodimeric protein comprising two peptide A 23-kDa and peptide B 62-kDa, produced by intein-mediated auto-splicing of a 92-kDa precursor. Since penicillin G acylase was potentially employed in the preparation of a wide range of semi-synthetic beta-lactam antibiotics from acyl side-chain precursors and beta-lactam nucleus, directed evolution of penicillin acylase using phage display technology for extending its novel specificity is an interesting topic both of industry and academic. We fused the penicillin acylase to fd phage coat protein III and used pIII secretion signal sequence instead of penicillin acylase, which coupled gene and enzyme on phage particle and will be useful for directed evolution of penicillin acylase. Western blotting and enzyme activity assay were performed to demonstrate penicillin acylase has been functionally displayed on phage surface. Owing to the intimate association of enzyme activity and precursor processing in penicillin acylase, alterations of protein residues to make a phage library should be careful not to lead to processing defects. By site-directed mutagenesis, we have then identified effect of Ser B1 and Asn B241 variants on post-translational maturation of phage fused penicillin acylase.
Collapse
Affiliation(s)
- Yi-Feng Shi
- Department of Biotechnology, School of Biological and Food Engineering, Dalian Polytechnic University, No. 1 Qinggongyuan, Ganjingzi District, Dalian 116034, Liaoning, China.
| | | | | |
Collapse
|
23
|
Jung JH, Park M, Shinkai S. Fabrication of silica nanotubes by using self-assembled gels and their applications in environmental and biological fields. Chem Soc Rev 2010; 39:4286-302. [DOI: 10.1039/c002959a] [Citation(s) in RCA: 153] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
24
|
Enzymatic Synthesis of Amoxicillin via a One-pot Enzymatic Hydrolysis and Condensation Cascade Process in the Presence of Organic Co-solvents. Appl Biochem Biotechnol 2009; 160:2026-35. [DOI: 10.1007/s12010-009-8847-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2009] [Accepted: 10/29/2009] [Indexed: 11/26/2022]
|
25
|
Bikadi Z, Hazai E. Application of the PM6 semi-empirical method to modeling proteins enhances docking accuracy of AutoDock. J Cheminform 2009; 1:15. [PMID: 20150996 PMCID: PMC2820493 DOI: 10.1186/1758-2946-1-15] [Citation(s) in RCA: 346] [Impact Index Per Article: 23.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2009] [Accepted: 09/11/2009] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Molecular docking methods are commonly used for predicting binding modes and energies of ligands to proteins. For accurate complex geometry and binding energy estimation, an appropriate method for calculating partial charges is essential. AutoDockTools software, the interface for preparing input files for one of the most widely used docking programs AutoDock 4, utilizes the Gasteiger partial charge calculation method for both protein and ligand charge calculation. However, it has already been shown that more accurate partial charge calculation - and as a consequence, more accurate docking- can be achieved by using quantum chemical methods. For docking calculations quantum chemical partial charge calculation as a routine was only used for ligands so far. The newly developed Mozyme function of MOPAC2009 allows fast partial charge calculation of proteins by quantum mechanical semi-empirical methods. Thus, in the current study, the effect of semi-empirical quantum-mechanical partial charge calculation on docking accuracy could be investigated. RESULTS The docking accuracy of AutoDock 4 using the original AutoDock scoring function was investigated on a set of 53 protein ligand complexes using Gasteiger and PM6 partial charge calculation methods. This has enabled us to compare the effect of the partial charge calculation method on docking accuracy utilizing AutoDock 4 software. Our results showed that the docking accuracy in regard to complex geometry (docking result defined as accurate when the RMSD of the first rank docking result complex is within 2 A of the experimentally determined X-ray structure) significantly increased when partial charges of the ligands and proteins were calculated with the semi-empirical PM6 method. Out of the 53 complexes analyzed in the course of our study, the geometry of 42 complexes were accurately calculated using PM6 partial charges, while the use of Gasteiger charges resulted in only 28 accurate geometries. The binding affinity estimation was not influenced by the partial charge calculation method - for more accurate binding affinity prediction development of a new scoring function for AutoDock is needed. CONCLUSION Our results demonstrate that the accuracy of determination of complex geometry using AutoDock 4 for docking calculation greatly increases with the use of quantum chemical partial charge calculation on both the ligands and proteins.
Collapse
Affiliation(s)
- Zsolt Bikadi
- Virtua Drug Ltd, Csalogany Street 4C Budapest, Hungary
| | - Eszter Hazai
- Virtua Drug Ltd, Csalogany Street 4C Budapest, Hungary
| |
Collapse
|
26
|
Thermodynamic and kinetic stability of penicillin acylase from Escherichia coli. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2008; 1784:736-46. [PMID: 18314015 DOI: 10.1016/j.bbapap.2008.01.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2007] [Revised: 01/24/2008] [Accepted: 01/28/2008] [Indexed: 11/24/2022]
Abstract
Thermal denaturation of penicillin acylase (PA) from Escherichia coli has been studied by high-sensitivity differential scanning calorimetry as a function of heating rate, pH and urea concentration. It is shown to be irreversible and kinetically controlled. Upon decrease in the heating rate from 2 to 0.1 K min(-1) the denaturation temperature of PA at pH 6.0 decreases by about 6 degrees C, while the denaturation enthalpy does not change notably giving an average value of 31.6+/-2.1 J g(-1). The denaturation temperature of PA reaches a maximum value of 64.5 degrees C at pH 6.0 and decreases by about of 15 degrees C at pH 3.0 and 9.5. The pH induced changes in the denaturation enthalpy follow changes in the denaturation temperature. Increasing the urea concentration causes a decrease in both denaturation temperature and enthalpy of PA, where denaturation temperature obeys a linear relation. The heat capacity increment of PA is not sensitive to the heating rate, nor to pH, and neither to urea. Its average value is of 0.58+/-0.02 J g(-1) K(-1). The denaturation transition of PA is approximated by the Lumry-Eyring model. The first stage of the process is assumed to be a reversible unfolding of the alpha-subunit. It activates the second stage involving dissociation of two subunits and subsequent denaturation of the beta-subunit. This stage is irreversible and kinetically controlled. Using this model the temperature, enthalpy and free energy of unfolding of the alpha-subunit, and a rate constant of the irreversible stage are determined as a function of pH and urea concentration. Structural features of the folded and unfolded conformation of the alpha-subunit as well as of the transition state of the PA denaturation in aqueous and urea solutions are discussed.
Collapse
|
27
|
Estruch I, Tagliani AR, Guisán JM, Fernández-Lafuente R, Alcántara AR, Toma L, Terreni M. Immobilization of the acylase from Escherichia coli on glyoxyl-agarose gives efficient catalyst for the synthesis of cephalosporins. Enzyme Microb Technol 2008; 42:121-9. [DOI: 10.1016/j.enzmictec.2007.08.013] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2007] [Revised: 07/30/2007] [Accepted: 08/27/2007] [Indexed: 10/22/2022]
|
28
|
Jager SA, Shapovalova IV, Jekel PA, Alkema WB, Švedas VK, Janssen DB. Saturation mutagenesis reveals the importance of residues αR145 and αF146 of penicillin acylase in the synthesis of β-lactam antibiotics. J Biotechnol 2008; 133:18-26. [DOI: 10.1016/j.jbiotec.2007.08.039] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2007] [Revised: 08/21/2007] [Accepted: 08/24/2007] [Indexed: 11/25/2022]
|
29
|
Ferreira ALO, Giordano RLC, Giordano RC. Nonconventional Reactor for Enzymatic Synthesis of Semi-Synthetic β-Lactam Antibiotics. Ind Eng Chem Res 2007. [DOI: 10.1021/ie0614071] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Andrea L. O. Ferreira
- Departamento de Engenharia Química, Universidade Federal do Ceará, Campus do Pici, Bloco 709, S/N, Pici, Fortaleza, Ceará, Brazil, 60455-760
| | - Raquel L. C. Giordano
- Departamento de Engenharia Química, Universidade Federal de São Carlos, c.p. 676, São Carlos, SP, Brazil 13.565-905
| | - Roberto C. Giordano
- Departamento de Engenharia Química, Universidade Federal de São Carlos, c.p. 676, São Carlos, SP, Brazil 13.565-905
| |
Collapse
|
30
|
Temporini C, Calleri E, Fracchiolla G, Carbonara G, Loiodice F, Lavecchia A, Tortorella P, Brusotti G, Massolini G. Enantiomeric separation of 2-aryloxyalkyl- and 2-arylalkyl-2-aryloxyacetic acids on a Penicillin G Acylase-based chiral stationary phase: Influence of the chemical structure on retention and enantioselectivity. J Pharm Biomed Anal 2007; 45:211-8. [PMID: 17629437 DOI: 10.1016/j.jpba.2007.06.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2007] [Revised: 05/29/2007] [Accepted: 06/01/2007] [Indexed: 11/29/2022]
Abstract
The chiral recognition mechanism of Penicillin G Acylase (PGA) was investigated with a set of 18 new chiral acidic compounds. A series of 2-aryloxyalkyl- and 2-arylalkyl-2-aryloxyacetic acids in which the absolute configuration has been reported to exert a strong influence on pharmacological activity, were synthesized and analysed on PGA-based chiral stationary phase (CSP) and 11 racemates were completely resolved with a mobile phase composed of 50 mM phosphate buffer (pH 7.0). The influence of structural variations of analytes on retention and enantioselectivity was investigated by application of molecular modelling studies. Docking experiments were also carried out to rationalize the observed enantioselective behaviour. The computation approach revealed to be helpful in elucidating the molecular basis of the enantioselectivity observed on PGA-CSP.
Collapse
Affiliation(s)
- Caterina Temporini
- Dipartimento di Chimica Farmaceutica, Università di Pavia, Via Taramelli 12, I-27100 Pavia, Italy
| | | | | | | | | | | | | | | | | |
Collapse
|
31
|
Enzymatic Hydrolysis of Penicillin for 6-APA Production in Three-Liquid-Phase System. Appl Biochem Biotechnol 2007; 144:145-59. [DOI: 10.1007/s12010-007-8018-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
|
32
|
Cecchini DA, Serra I, Ubiali D, Terreni M, Albertini AM. New active site oriented glyoxyl-agarose derivatives of Escherichia coli penicillin G acylase. BMC Biotechnol 2007; 7:54. [PMID: 17845725 PMCID: PMC2045090 DOI: 10.1186/1472-6750-7-54] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2007] [Accepted: 09/10/2007] [Indexed: 11/10/2022] Open
Abstract
Background Immobilized Penicillin G Acylase (PGA) derivatives are biocatalysts that are industrially used for the hydrolysis of Penicillin G by fermentation and for the kinetically controlled synthesis of semi-synthetic β-lactam antibiotics. One of the most used supports for immobilization is glyoxyl-activated agarose, which binds the protein by reacting through its superficial Lys residues. Since in E. coli PGA Lys are also present near the active site, an immobilization that occurs through these residues may negatively affect the performance of the biocatalyst due to the difficult diffusion of the substrate into the active site. A preferential orientation of the enzyme with the active site far from the support surface would be desirable to avoid this problem. Results Here we report how it is possible to induce a preferential orientation of the protein during the binding process on aldehyde activated supports. A superficial region of PGA, which is located on the opposite side of the active site, is enriched in its Lys content. The binding of the enzyme onto the support is consequently forced through the Lys rich region, thus leaving the active site fully accessible to the substrate. Different mutants with an increasing number of Lys have been designed and, when active, immobilized onto glyoxyl agarose. The synthetic performances of these new catalysts were compared with those of the immobilized wild-type (wt) PGA. Our results show that, while the synthetic performance of the wt PGA sensitively decreases after immobilization, the Lys enriched mutants have similar performances to the free enzyme even after immobilization. We also report the observations made with other mutants which were unable to undergo a successful maturation process for the production of active enzymes or which resulted toxic for the host cell. Conclusion The desired orientation of immobilized PGA with the active site freely accessible can be obtained by increasing the density of Lys residues on a predetermined region of the enzyme. The newly designed biocatalysts display improved synthetic performances and are able to maintain a similar activity to the free enzymes. Finally, we found that the activity of the immobilized enzyme proportionally improves with the number of introduced Lys.
Collapse
Affiliation(s)
- Davide A Cecchini
- Dipartimento di Genetica e Microbiologia, via Ferrata 1, Università degli Studi di Pavia, 27100 Pavia, Italy
| | - Immacolata Serra
- Dipartimento di Chimica Farmaceutica, Pharmaceutical Biocatalysis Laboratories, via Taramelli 12, Università degli Studi di Pavia, 27100 Pavia, Italy
| | - Daniela Ubiali
- Dipartimento di Chimica Farmaceutica, Pharmaceutical Biocatalysis Laboratories, via Taramelli 12, Università degli Studi di Pavia, 27100 Pavia, Italy
| | - Marco Terreni
- Dipartimento di Chimica Farmaceutica, Pharmaceutical Biocatalysis Laboratories, via Taramelli 12, Università degli Studi di Pavia, 27100 Pavia, Italy
| | - Alessandra M Albertini
- Dipartimento di Genetica e Microbiologia, via Ferrata 1, Università degli Studi di Pavia, 27100 Pavia, Italy
| |
Collapse
|
33
|
Chilov GG, Sidorova AV, Svedas VK. Quantum chemical studies of the catalytic mechanism of N-terminal nucleophile hydrolase. BIOCHEMISTRY (MOSCOW) 2007; 72:495-500. [PMID: 17573703 DOI: 10.1134/s0006297907050057] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Modeling of the catalytic mechanism of penicillin acylase, a member of the N-terminal nucleophile hydrolase superfamily, is for the first time conducted at ab initio quantum chemistry level. The uniqueness of this family of enzymes is that their active site lacks His and Asp (Glu) residues, comprising together with a serine residue the classical catalytic triad. The current investigation confirms that the amino group of the N-terminal serine residue in N-terminal hydrolases is capable of activating its own hydroxyl group. Using the MP2/RHF method with the 6--31+G** basis set, stationary points on the potential energy surface of the considered molecular system were located, corresponding to local minima (complexes of reagents, products, intermediate) and to saddle points (transition states). It turned out that the stage of acyl-serine formation proceeds via two transition states; the first one, which separates reagents from the so-called tetrahedral intermediate, has the highest relative energy (30 kcal/mol). In contrast to recently proposed empiric suggestions, we have found that participation of a bridging water molecule in proton shuttling is not necessary for the catalysis. The quantum chemical calculations showed a crucial role of a specific solvation in decreasing the activation barrier of the reaction by approximately 10 kcal/mol.
Collapse
Affiliation(s)
- G G Chilov
- Belozersky Institute of Physicochemical Biology, Lomonosov Moscow State University, Moscow 119992, Russia
| | | | | |
Collapse
|
34
|
Rzaev ZM, Dinçer S, Pişkin E. Functional copolymers of N-isopropylacrylamide for bioengineering applications. Prog Polym Sci 2007. [DOI: 10.1016/j.progpolymsci.2007.01.006] [Citation(s) in RCA: 445] [Impact Index Per Article: 26.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
35
|
A tryptophan residue is identified in the substrate binding of penicillin G acylase from Kluyvera citrophila. Enzyme Microb Technol 2007. [DOI: 10.1016/j.enzmictec.2006.10.022] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
|
36
|
Cabrera Z, Lopez-Gallego F, Fernandez-Lorente G, Palomo JM, Montes T, Grazu V, Guisán JM, Fernández-Lafuente R. Asymmetric hydrolysis of dimethyl phenylmalonate by immobilized penicillin G acylase from E. coli. Enzyme Microb Technol 2007. [DOI: 10.1016/j.enzmictec.2006.11.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
|
37
|
Jager SA, Jekel PA, Janssen DB. Hybrid penicillin acylases with improved properties for synthesis of β-lactam antibiotics. Enzyme Microb Technol 2007. [DOI: 10.1016/j.enzmictec.2006.10.014] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
38
|
Wang J, Zhang Q, Huang H, Yuan Z, Ding D, Yang S, Jiang W. Increasing synthetic performance of penicillin G acylase from Bacillus megaterium by site-directed mutagenesis. Appl Microbiol Biotechnol 2007; 74:1023-30. [PMID: 17186238 DOI: 10.1007/s00253-006-0752-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2006] [Revised: 11/05/2006] [Accepted: 11/07/2006] [Indexed: 10/23/2022]
Abstract
Site-directed mutagenesis based on predicted modeled structure of pencillin G acylase from Bacillus megaterium (BmPGA) was followed to increase its performance in the kinetically controlled synthesis of cephalexin with high reactant concentrations of 133 mM 7-amino-desaceto-xycephalosporanic acid (7-ADCA) and 267 mM D: -phenylglycine amide (D-PGA). We directed changes in amino acid residues to positions close to the active site that were expected to affect the catalytic performance of penicillin acylase: alpha Y144, alpha F145, and beta V24. Alpha F145 was mutated into tyrosine, alanine, and leucine. Alpha Y144 and beta V24 were mutated into arginine and phenylalanine, respectively. The S/H ratios of three mutants, BmPGAalpha144R, BmPGAbeta24F, and BmPGAbeta24F+alpha144R, were up to 1.3-3.0 times higher values. Compared to the wild-type BmPGA, BmPGAbeta24F+alpha144R showed superior potential of the synthetic performance, allowing the accumulation of up to twofold more cephalexin at significantly higher conversion rates.
Collapse
Affiliation(s)
- Jingang Wang
- Laboratory of Molecular Microbiology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200032, People's Republic of China
| | | | | | | | | | | | | |
Collapse
|
39
|
Lavecchia A, Cosconati S, Novellino E, Calleri E, Temporini C, Massolini G, Carbonara G, Fracchiolla G, Loiodice F. Exploring the molecular basis of the enantioselective binding of penicillin G acylase towards a series of 2-aryloxyalkanoic acids: A docking and molecular dynamics study. J Mol Graph Model 2007; 25:773-83. [PMID: 16901739 DOI: 10.1016/j.jmgm.2006.07.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2006] [Revised: 07/04/2006] [Accepted: 07/05/2006] [Indexed: 10/24/2022]
Abstract
In the present paper, molecular modeling studies were undertaken in order to shed light on the molecular basis of the observed enantioselectivity of penicillin G acylase (PGA), a well known enzyme for its industrial applications, towards 16 racemic 2-aryloxyalkanoic acids, which have been reported to affect several biological systems. With this intention docking calculations and MD simulations were performed. Docking results indicated that the (S)-enantiomers establish several electrostatic interactions with SerB1, SerB386 and ArgB263 of PGA. Conversely, the absence of specific polar interactions between the (R)-enantiomers and ArgB263 seems to be the main reason for the different binding affinities observed between the two enantiomers. Results of molecular dynamics simulations demonstrated that polar interactions are responsible for both the ligand affinity and PGA enantiospecificity. Modeling calculations provided possible explanations for the observed enantioselectivity of the enzyme that rationalize available experimental data and could be the basis for future protein engineering efforts.
Collapse
Affiliation(s)
- Antonio Lavecchia
- Dipartimento di Chimica Farmaceutica e Tossicologica, Università di Napoli Federico II, Via D. Montesano, 49, I-80131 Napoli, Italy.
| | | | | | | | | | | | | | | | | |
Collapse
|
40
|
Montes T, Grazu V, López-Gallego F, Hermoso JA, Guisan JM, Fernandez-Lafuente R. Chemical Modification of Protein Surfaces To Improve Their Reversible Enzyme Immobilization on Ionic Exchangers. Biomacromolecules 2006; 7:3052-8. [PMID: 17096531 DOI: 10.1021/bm060527p] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The enzyme penicillin G acylase (PGA) is not adsorbed at pH 7 on DEAE- or PEI-coated supports, neither is it adsorbed on carboxymethyl (CM)- or dextran sulfate (DS)-coated supports. The surface of the enzyme was chemically modified under controlled conditions: chemical amination of the protein surface of carboxylic groups (using soluble carbodiimide and ethylendiamine) and chemical succinylation (using succinic anhydride) of amino groups. The full chemical modification produced some negative effects on enzyme stability and activity, although partial modification (mainly succinylation) presented negligible effects on both enzyme features. The chemical amination of the protein surface permitted the immobilization of the enzyme on CM- and DS-coated support, while the chemical succinylation permitted the enzyme immobilization on DEAE- and PEI-coated supports. Immobilization was very strong on these supports, mainly in the polymeric ones, and dependent on the degree of modification, although the enzymes still can be desorbed after inactivation by incubation under drastic conditions. Moreover, the immobilization on ionic polymeric beds allowed a significant increase in enzyme stability against the inactivation and inhibitory effects of organic solvents, very likely by the promotion of a certain partition of the organic solvent out of the enzyme environment. These results suggest that the enrichment of the surface of proteins with ionic groups may be a good strategy to take advantage of the immobilization of industrial enzymes via ionic exchange on ionic polymeric beds.
Collapse
Affiliation(s)
- Tamara Montes
- Departamento de Biocatalisis, Instituto de Catalisis, CSIC, Campus Universidad Autonoma, Cantoblanco, 28049 Madrid, Spain
| | | | | | | | | | | |
Collapse
|
41
|
Xiao QG, Tao X, Zhang JP, Chen JF. Hollow silica nanotubes for immobilization of penicillin G acylase enzyme. ACTA ACUST UNITED AC 2006. [DOI: 10.1016/j.molcatb.2006.05.011] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
|
42
|
Deng H, Chen G, Yang W, Yang JJ. Predicting calcium-binding sites in proteins - a graph theory and geometry approach. Proteins 2006; 64:34-42. [PMID: 16617426 DOI: 10.1002/prot.20973] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Identifying calcium-binding sites in proteins is one of the first steps towards predicting and understanding the role of calcium in biological systems for protein structure and function studies. Due to the complexity and irregularity of calcium-binding sites, a fast and accurate method for predicting and identifying calcium-binding protein is needed. Here we report our development of a new fast algorithm (GG) to detect calcium-binding sites. The GG algorithm uses a graph theory algorithm to find oxygen clusters of the protein and a geometric algorithm to identify the center of these clusters. A cluster of four or more oxygen atoms has a high potential for calcium binding. High performance with about 90% site sensitivity and 80% site selectivity has been obtained for three datasets containing a total of 123 proteins. The results suggest that a sphere of a certain size with four or more oxygen atoms on the surface and without other atoms inside is necessary and sufficient for quickly identifying the majority of the calcium-binding sites with high accuracy. Our finding opens a new avenue to visualize and analyze calcium-binding sites in proteins facilitating the prediction of functions from structural genomic information.
Collapse
Affiliation(s)
- Hai Deng
- Department of Computer Science, Georgia State University, Atlanta, Georgia 30302, USA
| | | | | | | |
Collapse
|
43
|
Scaramozzino F, Estruch I, Rossolillo P, Terreni M, Albertini AM. Improvement of catalytic properties of Escherichia coli penicillin G acylase immobilized on glyoxyl agarose by addition of a six-amino-acid tag. Appl Environ Microbiol 2006; 71:8937-40. [PMID: 16332894 PMCID: PMC1317310 DOI: 10.1128/aem.71.12.8937-8940.2005] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A tag of three lysines alternating with three glycines was added to the C-terminal end of the beta chain of penicillin G acylase (PGA). This modification improved the immobilization efficiency of PGA on glyoxyl agarose and the catalytic properties of the PGA derivative, although it impaired the posttranslational steps of overexpressed protein maturation.
Collapse
Affiliation(s)
- Francesca Scaramozzino
- Dipartimento di Genetica e Microbiologia, Università degli Studi di Pavia, Via Ferrata 1, 27100 Pavia, Italy
| | | | | | | | | |
Collapse
|
44
|
Giordano RC, Ribeiro MPA, Giordano RLC. Kinetics of β-lactam antibiotics synthesis by penicillin G acylase (PGA) from the viewpoint of the industrial enzymatic reactor optimization. Biotechnol Adv 2006; 24:27-41. [PMID: 15990267 DOI: 10.1016/j.biotechadv.2005.05.003] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2005] [Accepted: 05/15/2005] [Indexed: 11/17/2022]
Abstract
Competition with well-established, fine-tuned chemical processes is a major challenge for the industrial implementation of the enzymatic synthesis of beta-lactam antibiotics. Enzyme-based routes are acknowledged as an environmental-friendly approach, avoiding organochloride solvents and working at room temperatures. Among different alternatives, the kinetically controlled synthesis, using immobilized penicillin G acylase (PGA) in aqueous environment, with the simultaneous crystallization of the product, is the most promising one. However, PGA may act either as a transferase or as a hydrolase, catalyzing two undesired side reactions: the hydrolysis of the acyl side-chain precursor (an ester or amide, a parallel reaction) and the hydrolysis of the antibiotic itself (a consecutive reaction). This review focuses specially on aspects of the reactions' kinetics that may affect the performance of the enzymatic reactor.
Collapse
|
45
|
Massolini G, Fracchiolla G, Calleri E, Carbonara G, Temporini C, Lavecchia A, Cosconati S, Novellino E, Loiodice F. Elucidation of the enantioselective recognition mechanism of a penicillin G acylase-based chiral stationary phase towards a series of 2-aryloxy-2-arylacetic acids. Chirality 2006; 18:633-43. [PMID: 16715517 DOI: 10.1002/chir.20300] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
A series of structurally related 2-aryloxy-2-arylacetic acids (1-3, 5-16) together with a thioisostere derivative (4) have been synthesized and characterized by GC-MS and 1H NMR. The designed compounds were analyzed on a Penicillin G Acylase chiral stationary phase (PGA-CSP) and the influence of the structure variations on retention and enantioselectivity was investigated. The chromatographic study includes the direct separation of the enantiomers of the synthesized compounds and the determination of the elution order of selected racemic mixtures. 10 out of 16 racemates were separated; high chromatographic enantioseparation factors (alpha > 2) were achieved for some compounds. For the enantiomers of four compounds whose absolute configuration was known (1, 3, 12, 16), the elution order was R:S with the exception of 2-(4-chloro-phenoxy)phenylacetic acid (1), for which the elution order was reversed. Preliminary molecular modeling studies suggest that both polar and charge-transfer interactions as well as steric effects play an important role in determining the retention factors and the enantioselectivities observed.
Collapse
|
46
|
Ribeiro MP, Ferreira AL, Giordano RL, Giordano RC. Selectivity of the enzymatic synthesis of ampicillin by E. coli PGA in the presence of high concentrations of substrates. ACTA ACUST UNITED AC 2005. [DOI: 10.1016/j.molcatb.2005.03.003] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
47
|
Fuentes G, Ballesteros A, Verma CS. Specificity in lipases: a computational study of transesterification of sucrose. Protein Sci 2005; 13:3092-103. [PMID: 15557256 PMCID: PMC2287317 DOI: 10.1110/ps.04724504] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Computational conformational searches of putative transition states of the reaction of sucrose with vinyl laurate catalyzed by lipases from Candida antarctica B and Thermomyces lanuginosus have been carried out. The dielectric of the media have been varied to understand the role of protein plasticity in modulating the observed regioselective transesterification. The binding pocket of lipase from Candida adapts to the conformational variability of the various substates of the substrates by small, local adjustments within the binding pocket. In contrast, the more constrained pocket of the lipase from Thermomyces adapts by adjusting through concerted global motions between subdomains. This leads to the identification of one large pocket in Candida that accommodates both the sucrose and the lauroyl moieties of the transition state, whereas in Thermomyces the binding pocket is smaller, leading to the localization of the two moieties in two distinct pockets; this partly rationalizes the broader specificity of the former relative to the latter. Mutations have been suggested to exploit the differences towards changing the observed selectivities.
Collapse
Affiliation(s)
- Gloria Fuentes
- Departamento de Biocaatálisis, Instituto de Catálisis, CSIC, Catoblanco, Madrid, Spain
| | | | | |
Collapse
|
48
|
López-Gallego F, Montes T, Fuentes M, Alonso N, Grazu V, Betancor L, Guisán JM, Fernández-Lafuente R. Improved stabilization of chemically aminated enzymes via multipoint covalent attachment on glyoxyl supports. J Biotechnol 2005; 116:1-10. [PMID: 15652425 DOI: 10.1016/j.jbiotec.2004.09.015] [Citation(s) in RCA: 100] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2004] [Revised: 09/14/2004] [Accepted: 09/24/2004] [Indexed: 11/18/2022]
Abstract
The surface carboxylic groups of penicillin G acylase and glutaryl acylase were chemically aminated in a controlled way by reaction with ethylenediamine via the 1-ethyl-3-(dimethylamino-propyl) carbodiimide coupling method. Then, both proteins were immobilized on glyoxyl agarose. In both cases, the immobilization of the chemically modified enzymes improved the enzyme stability compared to the stability of the immobilized but non-modified enzyme (by a four-fold factor in the case of PGA and a 20-fold factor in the case of GA). The chemical modification presented a deleterious effect on soluble enzyme stability. Therefore, the improved stability should be related to a higher multipoint covalent attachment, involving both the lysine amino groups and also the new amino groups chemically introduced on the enzyme. Moreover, the lower pK(a) of the new amino groups permitted to immobilize the enzyme under milder conditions. In fact, the aminated proteins could be immobilized even at pH 9, while the non-modified enzymes could only be immobilized at pH over 10.
Collapse
Affiliation(s)
- Fernando López-Gallego
- Departamento de Biocatálisis, Instituto de Catálisis, CSIC, Campus Universidad Autonoma, Cantoblanco, 28049 Madrid, Spain
| | | | | | | | | | | | | | | |
Collapse
|
49
|
Terreni M, Tchamkam J, Sarnataro U, Rocchietti S, Fernández-Lafuente R, Guisán J. Influence of Substrate Structure on PGA-Catalyzed Acylations. Evaluation of Different Approaches for the Enzymatic Synthesis of Cefonicid. Adv Synth Catal 2005. [DOI: 10.1002/adsc.200404136] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
|
50
|
Hubbard RE. 3D structure and the drug-discovery process. MOLECULAR BIOSYSTEMS 2005. [DOI: 10.1039/b514814f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|