Amino acid sequence determination, in silico tertiary structure prediction and anticancer activity assessment of l-glutaminase from Bacillus cereus

Microbial glutaminase has been extensively used as antitumor drug in pharmaceutical industry from past few decades. The structural analysis based on homology modeling predicted a hypothetical 3D model structure for l-glutaminase from Bacillus cereus MTCC 1305 using peptide sequence data obtained from MALDI-TOF MS and template model of X-ray crystal structure of l-glutaminase from Bacillus subtilis (PDB: 1MKI_A). The model was found more reliable with 98.8 % residues in the favored region of Ramachandran plot. The predicted model structure was further refined using ANOLEA, QMEAN score and GROMOS 96 force field with total energy of −11,636.01 kJ/Mol and Z-score value as −1.41. Active site of predicted model was found to be enriched with 11 conserved amino acid residues like Ser73, ASN125, Asn176, Val270, Gln72, Cys204, Val270, Ser271, Tyr200, Lys76, Phe105, Tyr252. The docking approach showed good binding affinity of predicted model towards l-glutamine with favorable ΔG docking score. The anticancer activity of this enzyme was confirmed against colon carcinoma (HCT-116) cell line with IC50 value of 99.79 μg/ml.

[1]  A. Joachimiak,et al.  Functional and structural characterization of four glutaminases from Escherichia coli and Bacillus subtilis. , 2008, Biochemistry.

[2]  T. Mosmann Rapid colorimetric assay for cellular growth and survival: application to proliferation and cytotoxicity assays. , 1983, Journal of immunological methods.

[3]  M S Baig,et al.  Homology modeling and docking studies of Comamonas testosteroni B-356 biphenyl-2,3-dioxygenase involved in degradation of polychlorinated biphenyls. , 2010, International journal of biological macromolecules.

[4]  W. Mcgregor,et al.  Inhibition of mouse retroviral disease by bioactive glutaminase-asparaginase. , 1991, The Journal of general virology.

[5]  Rodrigo Lopez,et al.  Clustal W and Clustal X version 2.0 , 2007, Bioinform..

[6]  Moni Kumari,et al.  Protein-protein docking on molecular models of Aspergillus niger RNase and human actin: novel target for anticancer therapeutics , 2012, Journal of Molecular Modeling.

[7]  M. W. Pandit,et al.  Correlation between stability of a protein and its dipeptide composition: a novel approach for predicting in vivo stability of a protein from its primary sequence. , 1990, Protein engineering.

[8]  C N Khobragade,et al.  Comparative structural modeling and docking studies of oxalate oxidase: Possible implication in enzyme supplementation therapy for urolithiasis. , 2011, International journal of biological macromolecules.

[9]  Solène Grosdidier,et al.  Computer applications for prediction of protein-protein interactions and rational drug design. , 2009, Advances and applications in bioinformatics and chemistry : AABC.

[10]  Michael Affolter,et al.  Functional characterization of a salt- and thermotolerant glutaminase from Lactobacillus rhamnosus , 2003 .

[11]  C. Pace,et al.  How to measure and predict the molar absorption coefficient of a protein , 1995, Protein science : a publication of the Protein Society.

[12]  Torsten Schwede,et al.  BIOINFORMATICS Bioinformatics Advance Access published November 12, 2005 The SWISS-MODEL Workspace: A web-based environment for protein structure homology modelling , 2022 .

[13]  R D Appel,et al.  Protein identification and analysis tools in the ExPASy server. , 1999, Methods in molecular biology.

[14]  N. Guex,et al.  SWISS‐MODEL and the Swiss‐Pdb Viewer: An environment for comparative protein modeling , 1997, Electrophoresis.

[15]  G. Neil,et al.  Acivicin. An antitumor antibiotic. , 1981, Cancer clinical trials.

[16]  J. Doré,et al.  In vitro and in vivo anti‐tumor activity of L‐glutamic acid γ‐monohydroxamate against L1210 leukemia and B16 melanoma , 1990, International journal of cancer.

[17]  Ali M. Elshafei,et al.  Purification, Kinetic Properties and Antitumor Activity of L-Glutaminase from Penicillium brevicompactum NRC 829. , 2014 .

[18]  R. Banik,et al.  Biochemical Characterization and Antitumor Study of l-Glutaminase from Bacillus cereus MTCC 1305 , 2013, Applied Biochemistry and Biotechnology.

[19]  F M Muggia,et al.  Efficacy of 6-diazo-5-oxo-L-norleucine and N-[N-gamma-glutamyl-6-diazo-5-oxo-norleucinyl]-6-diazo-5-oxo-norleucine against experimental tumors in conventional and nude mice. , 1979, Cancer research.

[20]  F. Melo,et al.  Assessing protein structures with a non-local atomic interaction energy. , 1998, Journal of molecular biology.

[21]  Azzam Aladdin Homology Modeling and Molecular Dynamics Simulation of a Novel β-galactosidase from Antarctic Psychrophilic Bacterium Planococcus Antarcticus DSM 14505 , 2015 .

[22]  A Ikai,et al.  Thermostability and aliphatic index of globular proteins. , 1980, Journal of biochemistry.

[23]  Bo Wang,et al.  New insights into the structural characteristics and functional relevance of the human cytochrome P450 2D6 enzyme , 2009, Drug metabolism reviews.

[24]  Urs Haberthür,et al.  FACTS: Fast analytical continuum treatment of solvation , 2008, J. Comput. Chem..

[25]  Akbar Nayeem,et al.  A comparative study of available software for high‐accuracy homology modeling: From sequence alignments to structural models , 2006, Protein science : a publication of the Protein Society.

[26]  Manuel C. Peitsch,et al.  SWISS-MODEL: an automated protein homology-modeling server , 2003, Nucleic Acids Res..

[27]  M P Gallagher,et al.  Asparaginase as a drug for treatment of acute lymphoblastic leukaemia. , 1989, Essays in biochemistry.

[28]  D C Teller,et al.  Physical properties of antitumor glutaminase-asparaginase from Pseudomonas 7A. , 1976, The Journal of biological chemistry.

[29]  A. Gamal-Eldeen,et al.  Production, Immobilization and Anti-tumor Activity of L- Asparaginase of Bacillus sp R36 , 2010 .

[30]  Spiers As,et al.  Achromobacter L-glutaminase-L-asparaginase: human pharmacology, toxicology, and activity in acute leukemias. , 1979 .

[31]  Pritesh P. Parmar,et al.  HOMOLOGY MODELING OF PLANT L-ASPARAGINASE: CHARACTERIZATION OF ITS LIGAND BINDING EFFICIENCY. , 2011 .

[32]  L. Chiarelli,et al.  Helicobacter pyloril-asparaginase: a promising chemotherapeutic agent. , 2008, Biochemical and biophysical research communications.

[33]  D. H. El-Ghonemy,et al.  Microbial Amidases and their Industrial Applications: A Review , 2015 .

[34]  Eva Liebau,et al.  Structural modeling and simulation studies of Brugia malayi glutathione-S-transferase with compounds exhibiting antifilarial activity: implications in drug targeting and designing. , 2010, Journal of molecular graphics & modelling.

[35]  Silvia Franchini,et al.  Cell-Cycle Inhibition by Helicobacter pylori L-Asparaginase , 2010, PloS one.

[36]  Ming-chi Wu,et al.  Mechanism of sensitivity of cultured pancreatic carcinoma to asparaginase , 1978, International journal of cancer.

[37]  M. Yamabhai,et al.  Efficient expression and purification of recombinant glutaminase from Bacillus licheniformis (GlsA) in Escherichia coli. , 2012, Protein expression and purification.

[38]  R G Bodade,et al.  Homology modeling and docking study of xanthine oxidase of Arthrobacter sp. XL26. , 2010, International journal of biological macromolecules.

[39]  A. Varshavsky The N‐end rule pathway of protein degradation , 1997, Genes to cells : devoted to molecular & cellular mechanisms.

[40]  J. Tobias,et al.  The N-end rule in bacteria. , 1991, Science.

[41]  C. Hoogland,et al.  In The Proteomics Protocols Handbook , 2005 .

[42]  Miguel Angel Medina,et al.  Relevance of glutamine metabolism to tumor cell growth , 1992, Molecular and Cellular Biochemistry.

[43]  Supriya D. Beedkar,et al.  Comparative structural modeling and docking studies of uricase: Possible implication in enzyme supplementation therapy for hyperuricemic disorders , 2012, Comput. Biol. Medicine.

[44]  Panuwan Chantawannakul,et al.  Crystal structure of a major fragment of the salt-tolerant glutaminase from Micrococcus luteus K-3. , 2006, Biochemical and biophysical research communications.

[45]  A. Varshavsky,et al.  In vivo half-life of a protein is a function of its amino-terminal residue. , 1986, Science.

[46]  J. Holcenberg,et al.  Amino acid sequence of the diazooxonorleucine binding site of Acinetobacter and Pseudomonas 7A glutaminase--asparaginase enzymes. , 1978, Biochemistry.

[47]  A S Spiers,et al.  Achromobacter L-glutaminase-L-asparaginase: human pharmacology, toxicology, and activity in acute leukemias. , 1979, Cancer treatment reports.

[48]  P. V. von Hippel,et al.  Calculation of protein extinction coefficients from amino acid sequence data. , 1989, Analytical biochemistry.

[49]  Fifi M. Reda,et al.  Kinetic properties of Streptomyces canarius L- Glutaminase and its anticancer efficiency , 2015, Brazilian journal of microbiology : [publication of the Brazilian Society for Microbiology].

[50]  J. Tobias,et al.  Universality and structure of the N-end rule. , 1989, The Journal of biological chemistry.

[51]  Suseela Lanka,et al.  Homology Modeling, Molecular Dynamic Simulations and Docking Studies of a New Cold Active Extracellular Lipase, EnL A from Emericella nidulans NFCCI 3643 , 2015 .

[52]  H. Edelhoch,et al.  Spectroscopic determination of tryptophan and tyrosine in proteins. , 1967, Biochemistry.

[53]  R. Doolittle,et al.  A simple method for displaying the hydropathic character of a protein. , 1982, Journal of molecular biology.

[54]  A. Bogdén,et al.  Therapy for mouse tumors and human tumor xenografts with the antitumor antibiotic AT-125. , 1979, Cancer treatment reports.

[55]  Z. Xiang,et al.  Advances in homology protein structure modeling. , 2006, Current protein & peptide science.

[56]  A. Lavie,et al.  Identification and Structural Analysis of an l-Asparaginase Enzyme from Guinea Pig with Putative Tumor Cell Killing Properties* , 2014, The Journal of Biological Chemistry.