Mohammed Maikudi Usman1, Salmah Ismail1 , Teow Chong Teoh1
1Institute of Biological Sciences, Faculty of Science, University of Malaya, 50603 Kuala Lumpur, Malaysia; 2Department of Biotechnology, School of Pure and Applied Sciences, Modibbo Adama University of Technology, PMB 2076, Yola, Nigeria.For correspondence:- Salmah Ismail Email: salmah_r@um.edu.my Tel:+60175778863
Received: 12 March 2016 Accepted: 21 June 2016 Published: 31 July 2016
Citation:
Usman MM, Ismail S, Teoh TC.
Protein ex
© 2016 The authors.
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Introduction
Tuberculosis is a very serious infectious disease which primarily affects lungs, and is caused by Mycobacterium tuberculosis, an intracellular pathogen [1]. The global threat of tuberculosis, together with the emergence of multi-drug resistant strains of M. tuberculosis and co-infection with human immunodeficiency virus (HIV), constitute significant challenges to researchers, physicians and patients [2]. The latent stage of tuberculosis represents an equilibrium state in which the host controls the infection but is unsuccessful in clearing it, thereby allowing the bacterial survival at relatively constant low levels [3]. According to a report by WHO in 2012, 8.6 million people developed tuberculosis and out of that figure, 1.3 million people died as a result of the disease [4]. There is an urgent need of a new and improved vaccine against tuberculosis due to the variable and unreliable efficacy of Bacille Calmette-Guerin (BCG), the current and sole vaccine in use, as well as the emergence of drug-resistant strains of the causative organism [5]. Efficient protection against tuberculosis is achieved in newborns by BCG, but unfortunately the vaccine does not prevent latent infection or reactivation of tuberculosis in adults [6]. In addition, BCG has shown protective efficacies in adult pulmonary tuberculosis, ranging from 0 to 80 per cent [7]. Identification of microbial components responsible for generation of immune responses is the first and most crucial step in the development of new vaccines [8]. Immunoinformatics deals with the application of bioinformatics in immunology and is widely accepted due to its usefulness in the design of new vaccines through identification of T-cell epitope, B- cell epitopes and MHCs [9].
In this study, Myt272-3 protein was expressed, purified and characterized. Immunoinformatics strategies were harnessed via software and programs; and antigenicity and epitope-based immunoinformatics studies were carried out using the expressed Myt272-3 protein so as to predict epitope-based information that can assist future vaccine design and development.
Methods
Bacterial strains and recombinant clone Myt272-3
The bacterial strain BL21 (DE3) pLysS was obtained from Invitrogen (USA). The recombinant expressing vector (pET30a+-Myt272-3) used in this study was constructed in the Molecular Bacteriology and Toxicology laboratory, Faculty of Science, University of Malaya. Construction of the clone involved shotgun cloning technique.
Stability testing of the recombinant clone Myt272-3
Plasmid stability of the clone was tested by the method described by Lanka and Barth with slight modification [10]. Myt272-3 cultures were grown in LB broth overnight at 37 °C. The clones were sub-cultured in LB broth and LB agar and were also incubated overnight; the sub-culturing protocol was carried out repeatedly (10 times). After the tenth and the final transfer into fresh LB broth and agar media, the plasmid DNA was extracted using NucleoSpin® Plasmid (Macherey-Nagel, Germany) based on the manufacturer's instructions.
Restriction digestion analysis
Restriction endonuclease digestion was carried out using two enzymes, Bam-HI-HF and KpnI-HF. Double digestion was done with the two enzymes in order to release the insert. Restriction endonuclease digestion was done in compliance with the conditions stipulated by the supplier (New England Biolabs, USA).
Protein expression, detection and purification
The recombinant clones of (pET30a+-Myt272-3) were transformed into BL21 (DE3) pLysS strain of E. coli prior to expression. After transformation, the bacteria were grown in LB media containing antibiotics (Kanamycin, 30 ug/mL) at 37 °C until an absorbance of 0.6 - 07 was observed at 600 nm. Protein expression was induced by 1 mM Isopropyl β-D-1-thiogalactopyranoside (IPTG). After incubation for three hours, the cells were centrifuged (harvested) at 2500 × g for 30 min at 4 °C. The pelleted cells were then stored at -80 °C prior to lysis. Four millilitres of bacterial extraction reagent (B-PER, Thermo scientific) was added per gram of pelleted cells and the suspension was pipetted to obtain a homogeneous solution. The solution was incubated for 15 min followed by centrifugation of lysate for 5 min at 15000 × g for separation of soluble protein.
Protein detection was done using sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) with Tricine-SDS [11]. The protein was purified using Dynabeads® His-Tag Isolation & Pulldown (Novex life Technologies) according to the manufacture’s protocol. The purification method used was designed for the isolation of histidine-tagged protein by magnetic separation; these dynerbeads were coated in a cobalt-based metal affinity chromatographic technique.
MALDI-TOF analysis
Trypsin digestion of the expressed protein and peptides extraction were carried out according to standard methods described by Bringans et al [12]. The peptides were analysed by MALDI-TOF/TOF mass spectrometer using a 5800 Proteomics Analyzer [AB Sciex]. The resultant spectra were identified using Mascot sequence matching software [Matrix Science] with MSPnr100 Database (MSPnr100 Taxonomy: Bacteria (Eubacteria); 45,994,506 sequences) accessed in June 2015.
Allergenicity of expressed protein
Allerginecity of protein was determined with allergen prediction software (http://www.imtech.res.in/raghava/algpred/submission.html) (Algpred) on the basis of similarity of known epitope with any region of protein [13].
Prediction of antigenicity
Antigenicity predictive value was determined using amino acid sequence of the protein with the help of Vaxijen server, which predicts whether a protein can serve as a probable antigen or not. Vaxijen prediction has a default threshold value of 0.4 and works on the basis of auto cross covariance (ACC) (http://www.ddg-pharmfac.net/vaxijen/VaxiJen/VaxiJen.html).
Prediction of MHC class I and MHC class II binding epitopes
MHC class I binding epitopes were predicted using Propred-1 server containing 47 MHC class I alleles [14], while MHC class II binding epitopes were predicted using Propred server having 51 MHC class II allele [15]. The predicted epitopes were further analyzed for antigenicity value using Vaxijen server.
Antibody epitope prediction
Kolaskar and Tongaonkar antigenicity scale from Immune Epitope Database (IEDB) was used to predict antibody epitope binding, the method utilizes physicochemical properties of amino acid residues and their frequencies of occurrence [16] (http://tools.immuneepitope.org/bcell/).
Statistical analysis
Mascot sequence software was used for data analysis to determine homology/identity of the protein to phenolpthiocerol synthesis polyketide synthase I PpSA. The level of significance was set at p < 0.05, with the ion score value > 60.
Results
Restriction digestion
The Myt272-3 recombinant clone was found to have an intact plasmid after it was subjected to series of stability testing up to ten generations. Restriction endonuclease digestion was carried out to determine the size of the insert. Double digestion of the clone with the two restriction enzymes, Bam-HI-HF and KpnI-HF using cut smart buffer led to generation of two fragments, an insert with approximate size of 113 bp and pET30 vector ().
Protein expression and purity
SDS-PAGE indicated the presence of Myt272-3 recombinant protein with the appearance of a protein band of approximately 10.58 kDa, as shown with red arrow on a. This molecular weight matches the computed value of 10.58 kDa using the EXPASY MW bioinformatics tool. After purification protocol, the clear band of purified his-tag protein was seen, with molecular weight approximately similar to the one obtained using EXPASY MW bioinformatics tool (b).
MALDI-TOF
Analysis of the spectra using Mascot sequence software indicated an identity or extensive homology to phenolpthiocerol synthesis polyketide synthase I PpSA of M. tuberculosis, M. bovis and M. africanus with score values of 157; individual ion score > 60 is an indication of an extensive homology or identity (p < 0.05).
The protein was also found to be identical or extensively in homology with multispecies polyketide synthase of M. tuberculosis complex (p < 0.05) with score value of 157 which is 261.67 % greater than the reported ion score of 60.
Allergenicity and antigenicity
Allergen prediction result from AlgPred tool indicated that the protein was non-allergen, with score value of -1.4238321 [Threshold = -0.4].
In addition, the positive predictive value of the protein was 15.19 % (values > 35 indicates allergenicity).
The overall antigenicity value of the protein was 0.4109 (probable antigen) as determined by Vaxijen server (threshold value of 0.4).
Predicted MHC class I and MHC class II binding epitopes
Propred-I (for MHC I) and Propred (MHC II) were used for prediction of T-cell epitopes for the Myt272-3 protein. Identification of MHC-binding peptides and their subset of T-cell epitopes assist in improving our understanding of specificity of immune responses; it is also important for in discovery of vaccines [17].
MHC class I and class II binding prediction results are shown in Tables 1 and 2, respectively.
All the alleles showed good match to the protein with log scores of all the peptides greater than their respective threshold values at 4 %, and Vaxijen values greater than 0.4 ( for MHC I).
For MHC II, only alleles DRB1_1304 and DRB1_1321 matched the protein sequence, with peptide scores greater than their respective threshold values, and Vaxijen value ≥ 0.4 ().
Antibody epitope prediction
As shown in , and (center yellow region), the most possible epitopes predicted for antigenic Myt272-3 protein consist of amino acids from 48-58 (SRDAVVL-VVLSGEL) with score > 1.0. Another possible epitope is from amino acids 40-47 (SLADLGV-LADLGVS).
The prediction was also done by ABCpred, Artificial neural network based B-cell epitope prediction server (http://www.imtech.res.in/raghava/abcpred/). This indicated that SRDAVVLSGEL (48-58) is the most probably epitope with highest score.
Discussion
Myt272-3 protein was expressed and purified to yield a band of approximate MW 10.58 kDa which conformed with the MW computed by EXPASY MW bioinformatics tool. The protein was found to be a non-allergen. It has been reported that a protein can be classified as an allergen when it shows > 35 % identity with a familiar allergen over a window of 80 amino acids, or presence of six 6 contiguous amino acids present in a known allergen [18,19].
AlgPred is considered one of the web-based servers used to predict allergens through their amino acid sequences [20]. Protein Blast of the query protein sequence also indicated homology of 81 % with phenolpthiocerol synthesis polyketide synthase I PpSA of M. tuberculosis, which is consistent with the results obtained from MALDI-TOF.
It has been reported that polyketide synthase is involved in the biosynthesis of unique cell surface lipids; Mycobacterium tuberculosis cell envelope contain the cell surface lipids that link the host and the pathogen [21]. Phthiocerol and phenolphthiocerol diesters were reported also as important virulence factors of the two main mycobacterial pathogens (M. tuberculosis and L. leprae) in human [22]. The protein blast result also indicated non-homology with human protein. It is known that vaccines are considered good when they do not show homology with human proteins, thus eliminating likelihood of their triggering on autoimmune response [8].
In this study, it was found that thirty (30) allelles of MHC I bind peptides with binding scores higher than the threshold score of each peptide. It was also found that antigenicity values of all the peptides were above the Vaxijen server threshold (0.4). This strongly indicates that Myt272-3 protein is a probable antigenic protein for development of tuberculosis vaccine. Epitope LADLGVSSR at position 41 was found to have the highest antigenicity value of (1.2945) among all epitopes. This is an indication of maximum binding affinity.
The predicted peptides, LLGRTVSPI and VVLSGELSE at positions 60 and 51, respectively were found to bind eight different MHC II alleles with binding scores greater than their respective threshold value at 4 %, but further antigenicity analysis using Vaxijen scale revealed only peptide, VVLSGELSE had antigenicity activity with the score of 0.8284 that is higher than the threshold score of 0.4.
It has been observed that computational predictions of HLA-II binding are inferior when compared with their HLA-I counterparts, due to factors which include insufficient data used by developers of prediction methods for HLA-II binding peptides, and the fact that HLA-II molecules have relatively permissive binding sites for peptide, a property which limits their specificities [23]. The prediction of potential B-cell epitope was carried out via amino acid-based method. All epitopes with antigenic value greater than the threshold value of 1.0 were considered potential antigenic determinants. The results show that all the epitopes from position 36 to 69 satisfied the threshold value requirement for antigenicity. The highest antigenicity scores were recorded in three peptides - SRDAVVL, RDAVVLS and DAVVLSG with score of 1.119 [24].
Conclusion
Development of efficient and cost-effective vaccine can be achieved through immunoinformatics-based vaccine design. The predicted results obtained in the present work provide a guide for practical design of new tuberculosis vaccine. In silico analysis of the protein reveals that it is a non-allergen with antigenic activity. It binds both MHC I and II but to a lesser extent with the latter, probably due to the fact that computational predictions of HLA-II binding are inferior when compared with their HLA- I counterparts. The protein possesses B-cell epitopes. These predictive findings have implications for design and development of Mycobacterium tuberculosis vaccines.
Declarations
Acknowledgement
References
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