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Sabetian S, Nezafat N, Dorosti H, Zarei M, Ghasemi Y. Exploring dengue proteome to design an effective epitope-based vaccine against dengue virus. J Biomol Struct Dyn 2018; 37:2546-2563. [PMID: 30035699 DOI: 10.1080/07391102.2018.1491890] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Dengue, a mosquito-borne disease, is caused by four known dengue serotypes. This infection causes a range of symptoms from a mild fever to a sever homorganic fever and death. It is a serious public health problem in subtropical and tropical countries. There is no specific vaccine currently available for clinical use and study on this issue is ongoing. In this study, bioinformatics approaches were used to predict antigenic, immunogenic, non-allergenic, and conserved B and T-cell epitopes as promising targets to design an effective peptide-based vaccine against dengue virus. Molecular docking analysis indicated the deep binding of the identified epitopes in the binding groove of the most popular human MHC I allele (human leukocyte antigens [HLA] A*0201). The final vaccine construct was created by conjugating the B and T-cell identified epitopes using proper linkers and adding an appropriate adjuvant at the N-terminal. The characteristics of the new subunit vaccine demonstrated that the epitope-based vaccine was antigenic, non-toxic, stable, and soluble. Other physicochemical properties of the new designed construct including isoelectric point value, aliphatic index, and grand average of hydropathicity were biologically considerable. Molecular docking of the engineered vaccine with Toll-like receptor 2 (TLR2) model revealed the hydrophobic interaction between the adjuvant and the ligand binding regions in the hydrophobic channel of TLR2. The study results indicated the high potential capability of the new multi-epitope vaccine to induce cellular and humoral immune responses against the dengue virus. Further experimental tests are required to investigate the immune protection capacity of the new vaccine construct in animal models. Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Soudabeh Sabetian
- a Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences , Shiraz , Iran
| | - Navid Nezafat
- a Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences , Shiraz , Iran.,b Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Hesam Dorosti
- a Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences , Shiraz , Iran.,b Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Mahboubeh Zarei
- a Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences , Shiraz , Iran.,b Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Younes Ghasemi
- a Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences , Shiraz , Iran.,b Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran.,c Department of Medical Biotechnology, School of Advanced Medical Sciences and Technologies , Shiraz University of Medical Sciences , Shiraz , Iran.,d Biotechnology Research Center, Shiraz University of Medical Sciences , Shiraz , Iran
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Kazi A, Chuah C, Majeed ABA, Leow CH, Lim BH, Leow CY. Current progress of immunoinformatics approach harnessed for cellular- and antibody-dependent vaccine design. Pathog Glob Health 2018. [PMID: 29528265 DOI: 10.1080/20477724.2018.1446773] [Citation(s) in RCA: 75] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
Abstract
Immunoinformatics plays a pivotal role in vaccine design, immunodiagnostic development, and antibody production. In the past, antibody design and vaccine development depended exclusively on immunological experiments which are relatively expensive and time-consuming. However, recent advances in the field of immunological bioinformatics have provided feasible tools which can be used to lessen the time and cost required for vaccine and antibody development. This approach allows the selection of immunogenic regions from the pathogen genomes. The ideal regions could be developed as potential vaccine candidates to trigger protective immune responses in the hosts. At present, epitope-based vaccines are attractive concepts which have been successfully trailed to develop vaccines which target rapidly mutating pathogens. In this article, we provide an overview of the current progress of immunoinformatics and their applications in the vaccine design, immune system modeling and therapeutics.
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Affiliation(s)
- Ada Kazi
- a Institute for Research in Molecular Medicine (INFORMM) , Universiti Sains Malaysia , Kelantan , Malaysia.,b School of Health Sciences , Universiti Sains Malaysia , Kelantan , Malaysia
| | - Candy Chuah
- c School of Medical Sciences , Universiti Sains Malaysia , Kelantan , Malaysia
| | | | - Chiuan Herng Leow
- d Institute for Research in Molecular Medicine (INFORMM) , Universiti Sains Malaysia , Penang , Malaysia
| | - Boon Huat Lim
- b School of Health Sciences , Universiti Sains Malaysia , Kelantan , Malaysia
| | - Chiuan Yee Leow
- a Institute for Research in Molecular Medicine (INFORMM) , Universiti Sains Malaysia , Kelantan , Malaysia
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Negahdaripour M, Nezafat N, Eslami M, Ghoshoon MB, Shoolian E, Najafipour S, Morowvat MH, Dehshahri A, Erfani N, Ghasemi Y. Structural vaccinology considerations for in silico designing of a multi-epitope vaccine. INFECTION GENETICS AND EVOLUTION 2018; 58:96-109. [DOI: 10.1016/j.meegid.2017.12.008] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Revised: 12/05/2017] [Accepted: 12/11/2017] [Indexed: 01/26/2023]
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Zarei M, Nezafat N, Rahbar MR, Negahdaripour M, Sabetian S, Morowvat MH, Ghasemi Y. Decreasing the immunogenicity of arginine deiminase enzyme via structure-based computational analysis. J Biomol Struct Dyn 2018; 37:523-536. [PMID: 29363409 DOI: 10.1080/07391102.2018.1431151] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The clinical applications of therapeutic enzymes are often limited due to their immunogenicity. B-cell epitope removal is an effective approach to solve this obstacle. The identification of hot spot epitopic residues is a critical step in the removal of protein B-cell epitope. Hereof, computational approaches are a suitable alternative to costly and labor-intensive experimental approaches. Arginine deiminase, a Mycoplasma arginine-catabolizing enzyme, is in the clinical trial for treating arginine auxotrophic cancers, especially hepatocellular carcinomas and melanomas through depleting plasma arginine and causing cell starvation. In this study, arginine deiminase from Mycoplasma hominis (MhADI) was computationally analyzed for recognizing and locating its immune-reactive regions. The 3D structure of the bioactive form of MhADI was modeled. The B-cell epitope mapping of protein was performed using various servers with different algorithms. Six segments: 31-40, 48-55, 131-140, 196-206, 294-314, and 331-344 were predicted to be the consensus immunogenic regions. The modification of epitopic hot spot residue was performed to reduce immune-reactiveness. The hot spot residue was selected considering a high B-cell epitope score, convexity index, surface accessibility, flexibility, and hydrophilicity. The structure stability of native and mutant proteins was evaluated through molecular dynamics simulation. The E304L mutein was suggested as a lower antigenic and stable enzyme derivative.
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Affiliation(s)
- Mahboubeh Zarei
- a Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran.,b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Navid Nezafat
- a Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran.,b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Mohammad Reza Rahbar
- a Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran.,b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Manica Negahdaripour
- a Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran.,b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Soudabeh Sabetian
- b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran
| | | | - Younes Ghasemi
- a Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran.,b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran
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Eslami M, Nezafat N, Khajeh S, Mostafavi-Pour Z, Bagheri Novir S, Negahdaripour M, Ghasemi Y, Razban V. Deep analysis of N-cadherin/ADH-1 interaction: a computational survey. J Biomol Struct Dyn 2018; 37:210-228. [PMID: 29301458 DOI: 10.1080/07391102.2018.1424035] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Due to the considerable role of N-cadherin in cancer metastasis, tumor growth, and progression, inhibition of this protein has been highly regarded in recent years. Although ADH-1 has been known as an appropriate inhibitor of N-cadherin in clinical trials, its chemical nature and binding mode with N-cadherin have not been precisely specified yet. Accordingly, in this study, quantum mechanics calculations were used to investigate the chemical nature of ADH-1. These calculations clarify the molecular properties of ADH-1 and determine its reactive sites. Based on the results, the oxygen atoms are suitable for electrophilic reactivity, while the hydrogen atoms that are connected to nitrogen atoms are the favorite sites for nucleophilic reactivity. The higher electronegativity of the oxygen atoms makes them the most reactive portions in this molecule. Molecular docking and molecular dynamics (MD) simulation have also been applied to specify the binding mode of ADH-1 with N-cadherin and determine the important residues of N-cadherin involving in the interaction with ADH-1. Moreover, the verified model by MD simulation has been studied to extract the free energy value and find driving forces. These calculations and molecular electrostatic potential map of ADH-1 indicated that hydrophobic and electrostatic interactions are almost equally involved in the implantation of ADH-1 in the N-cadherin binding site. The presented results not only enable a closer examination of N-cadherin in complex with ADH-1 molecule, but also are very beneficial in designing new inhibitors for N-cadherin and can help to save time and cost in this field.
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Affiliation(s)
- Mahboobeh Eslami
- a Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Navid Nezafat
- a Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Sahar Khajeh
- b Biochemistry Department, Medical School , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Zohreh Mostafavi-Pour
- b Biochemistry Department, Medical School , Shiraz University of Medical Sciences , Shiraz , Iran.,c Recombinant Protein Lab, School of Advanced Medical Sciences and Technologies , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Samaneh Bagheri Novir
- d Department of Pharmaceutical Chemistry, Faculty of Pharmaceutical Chemistry, Pharmaceutical Sciences Branch , Islamic Azad University , Tehran , Iran
| | - Manica Negahdaripour
- a Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran.,e Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Younes Ghasemi
- a Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran.,e Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran
| | - Vahid Razban
- f Molecular Medicine Department , School of Advanced Medical Sciences and Technology, Shiraz University of Medical Sciences , Shiraz , Iran.,g Stem Cell Technology Research Center , Shiraz University of Medical Sciences , Shiraz , Iran
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Antigenic Properties of Iron Regulated Proteins in Acinetobacter baumannii: An In Silico Approach. Int J Pept Res Ther 2017. [DOI: 10.1007/s10989-017-9665-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Vakili B, Nezafat N, Hatam GR, Zare B, Erfani N, Ghasemi Y. Proteome-scale identification of Leishmania infantum for novel vaccine candidates: A hierarchical subtractive approach. Comput Biol Chem 2017; 72:16-25. [PMID: 29291591 DOI: 10.1016/j.compbiolchem.2017.12.008] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2017] [Revised: 11/16/2017] [Accepted: 12/18/2017] [Indexed: 01/06/2023]
Abstract
Vaccines are one of the most significant achievements in medical science. However, vaccine design is still challenging at all stages. The selection of antigenic peptides as vaccine candidates is the first and most important step for vaccine design. Experimental selection of antigenic peptides for the design of vaccines is a time-consuming, labor-intensive and expensive procedure. More recently, in the light of computer-aided biotechnology and reverse vaccinology, the precise selection of antigenic peptides and rational vaccine design against many pathogens have developed. In this study, the whole proteome of Leishmania infantum was analyzed using a pipeline of algorithms. From the set of 8045 proteins of L. infantum, sixteen novel antigenic proteins were derived using a hierarchical proteome subtractive analysis. These novel vaccine targets can be utilized as top candidates for designing the new prophylactic or therapeutic vaccines against visceral leishmaniasis. Significantly, all the sixteen novel vaccine candidates are non-allergen antigenic proteins that have not been used for the design of vaccines against visceral leishmaniasis until now.
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Affiliation(s)
- Bahareh Vakili
- Department of Medical Biotechnology, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Navid Nezafat
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Gholam Reza Hatam
- Basic Sciences in Infectious Diseases Research Center, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Bijan Zare
- Department of Medical Biotechnology, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Nasrollah Erfani
- Institute for Cancer Research (ICR), School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Younes Ghasemi
- Department of Medical Biotechnology, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran; Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran; Department of Pharmaceutical Biotechnology, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran.
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