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Yasmin S, Ansari MY, Pandey K, Dikhit MR. Identification of potential vaccine targets for elicitation of host immune cells against SARS-CoV-2 by reverse vaccinology approach. Int J Biol Macromol 2024; 265:130754. [PMID: 38508555 DOI: 10.1016/j.ijbiomac.2024.130754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 03/06/2024] [Accepted: 03/07/2024] [Indexed: 03/22/2024]
Abstract
The COVID-19 pandemic has emerged as a critical global health crisis, demanding urgent and effective strategies for containment. While some knowledge exists about epitope sequences recognized by human immune cells and their activation of CD8+ T cells within the HLA context, comprehensive information remains limited. This study employs reverse vaccinology to explore antigenic HLA-restricted T-cell epitopes capable of eliciting durable immunity. Screening reveals 187 consensus epitopes, with 23 offering broad population coverage worldwide, spanning over 5000 HLA alleles. Sequence alignment analysis highlights the genetic distinctiveness of these peptides from Homo sapiens and their intermediate to high TAP binding efficiency. Notably, these epitopes share 100 % sequence identity across strains from nine countries, indicating potential for a uniform protective immune response among diverse ethnic populations. Docking simulations further confirm their binding capacity with the HLA allele, validating them as promising targets for SARS-CoV-2 immune recognition. The anticipated epitopes are connected with suitable linkers and adjuvant, and then assessed for its translational efficacy within a bacterial expression vector through computational cloning. Through docking, it is observed that the chimeric vaccine construct forms lasting hydrogen bonds with Toll-like receptor (TLR4), while immune simulation illustrates an increased cytotoxic response aimed at CD8+ T cells. This comprehensive computational analysis suggests the chimeric vaccine construct's potential to provoke a robust immune response against SARS-CoV-2. By delineating these antigenic fragments, our study offers valuable insights into effective vaccine and immunotherapy development against COVID-19, contributing significantly to global efforts in combating this infectious threat.
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Affiliation(s)
- Sabina Yasmin
- Department of Pharmaceutical Chemistry, College of Pharmacy, King Khalid University (KKU), Abha 62529, Saudi Arabia
| | - Mohammad Yousuf Ansari
- Department of Pharmaceutical Chemistry, M.M. College of Pharmacy, Maharishi Markandeshwar (Deemed to be University), Mullana, Ambala 133207, India.
| | - Krishna Pandey
- Department of Clinical Medicine, ICMR-Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna 800007, India
| | - Manas Ranjan Dikhit
- Department of Bioinformatics, ICMR-Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna 800007, India.
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2
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Dikhit MR, Sen A. Elucidation of conserved multi-epitope vaccine against Leishmania donovani using reverse vaccinology. J Biomol Struct Dyn 2024; 42:1293-1306. [PMID: 37054523 DOI: 10.1080/07391102.2023.2201630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 03/29/2023] [Indexed: 04/15/2023]
Abstract
Visceral leishmaniasis (VL) is a tropical disease that causes severe public health problems in humans when untreated. As no licensed vaccine exists against VL, we aimed to formulate a potential MHC-restricted chimeric vaccine construct against this dreadful parasitic disease. Amastin-like protein derived from L. donovani is considered to be stable, immunogenic and non-allergic. A comprehensive established framework was used to explore the set of immunogenic epitopes with estimated population coverage of 96.08% worldwide. The rigorous assessment revealed 6 promiscuous T-epitopes which can plausibly be presented by more than 66 diverse HLA alleles. Further docking and simulation study of peptide receptor complexes identified a strong and stable binding interaction with better structural compactness. The predicted epitopes were combined with appropriate linkers and adjuvant molecules and their translation efficiency was evaluated in pET28+(a), an bacterial expression vector using in-silico cloning. Molecular docking followed by MD simulation study revealed a stable interaction between chimeric vaccine construct with TLRs. Immune simulation of the chimeric vaccine constructs showed an elevated Th1 immune response against both B and T epitopes. With this, the detailed computational analysis suggested that the chimeric vaccine construct can evoke a robust immune response against Leishmania donovani infection. Future studies are required to validate the role of amastin as a promising vaccine target.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Manas Ranjan Dikhit
- Department of Molecular Biology, ICMR-Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Abhik Sen
- Department of Molecular Biology, ICMR-Rajendra Memorial Research Institute of Medical Sciences, Patna, India
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3
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Pandey RK, Dikhit MR, Lokhande KB, Pandey K, Das P, Bimal S. An immunoprophylactic evaluation of Ld-ODC derived HLA-A0201 restricted peptides against visceral leishmaniasis. J Biomol Struct Dyn 2021; 40:6086-6096. [PMID: 33602055 DOI: 10.1080/07391102.2021.1876773] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Five (5) HLA-A 0201 restricted epitopes of ornithine decarboxylase derived from Leishmania donovani (Ld-ODC) were examined by reverse vaccinology to develop prophylactics against visceral leishmaniasis (VL). These consensus epitopes comprising (P1: RLMPSAHAI, P2: LLDQYQIHL, P3: GLYHSFNCI, P4: AVLEVLSAL and P5: RLPASPAAL) were observed and presented by diverse HLA alleles screened by immune-informatics tools. These epitopes were also observed for strong stability for appropriate immune response in in silico screening and molecular dynamics. Top five selected epitopes filtered from population coverage analysis and TAP binding affinity were identified and evaluated against treated cases of VL subjects. Experiments were run individually with synthetic peptides or as the cocktail of peptides. A major population of CD8+ T cells were predominantly IFN-γ producers but not the IL-10 cytokines and shown with granzyme-B activity. Therefore, it can be concluded that the screened HLA-A0201 restricted epitope hotspots derived from Leishmania ODC can trigger CD8+ T cells, which can skew other immune cells functions toward protection. However, a detailed analysis can explore its potentiality as a vaccine candidate.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Raj Kishor Pandey
- Department of Biotechnology, National Institute of Pharmaceutical Education & Research, Hajipur, India.,Division of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Manas Ranjan Dikhit
- Department of Biomedical Informatics, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Kiran Bharat Lokhande
- Department of Pharmacoinformatics, National Institute of Pharmaceutical Education and Research, Hajipur, India
| | - Krishna Pandey
- Department of Clinical Medicine, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Pradeep Das
- Department of Molecular Biology, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Sanjiva Bimal
- Division of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
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4
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Coronado L, Perera CL, Rios L, Frías MT, Pérez LJ. A Critical Review about Different Vaccines against Classical Swine Fever Virus and Their Repercussions in Endemic Regions. Vaccines (Basel) 2021; 9:154. [PMID: 33671909 PMCID: PMC7918945 DOI: 10.3390/vaccines9020154] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 01/31/2021] [Accepted: 02/09/2021] [Indexed: 12/24/2022] Open
Abstract
Classical swine fever (CSF) is, without any doubt, one of the most devasting viral infectious diseases affecting the members of Suidae family, which causes a severe impact on the global economy. The reemergence of CSF virus (CSFV) in several countries in America, Asia, and sporadic outbreaks in Europe, sheds light about the serious concern that a potential global reemergence of this disease represents. The negative aspects related with the application of mass stamping out policies, including elevated costs and ethical issues, point out vaccination as the main control measure against future outbreaks. Hence, it is imperative for the scientific community to continue with the active investigations for more effective vaccines against CSFV. The current review pursues to gather all the available information about the vaccines in use or under developing stages against CSFV. From the perspective concerning the evolutionary viral process, this review also discusses the current problematic in CSF-endemic countries.
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Affiliation(s)
- Liani Coronado
- National Centre for Animal and Plant Health (CENSA), OIE Collaborating Centre for Disaster Risk Reduction in Animal Health, San José de las Lajas 32700, Cuba; (L.C.); (C.L.P.); (M.T.F.)
| | - Carmen L. Perera
- National Centre for Animal and Plant Health (CENSA), OIE Collaborating Centre for Disaster Risk Reduction in Animal Health, San José de las Lajas 32700, Cuba; (L.C.); (C.L.P.); (M.T.F.)
| | - Liliam Rios
- Reiman Cancer Research Laboratory, Faculty of Medicine, University of New Brunswick, Saint John, NB E2L 4L5, Canada;
| | - María T. Frías
- National Centre for Animal and Plant Health (CENSA), OIE Collaborating Centre for Disaster Risk Reduction in Animal Health, San José de las Lajas 32700, Cuba; (L.C.); (C.L.P.); (M.T.F.)
| | - Lester J. Pérez
- Veterinary Diagnostic Laboratory, College of Veterinary Medicine, University of Illinois at Urbana–Champaign, Champaign, IL 61802, USA
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5
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Das NC, Patra R, Gupta PSS, Ghosh P, Bhattacharya M, Rana MK, Mukherjee S. Designing of a novel multi-epitope peptide based vaccine against Brugia malayi: An in silico approach. INFECTION GENETICS AND EVOLUTION 2020; 87:104633. [PMID: 33181335 DOI: 10.1016/j.meegid.2020.104633] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 10/18/2020] [Accepted: 11/06/2020] [Indexed: 01/19/2023]
Abstract
In spite of the tremendous efforts of the World Health Organization, scientific and medical community to eradicate lymphatic filariasis (LF) within 2020, the disease is still taking a huge toll on mankind throughout the globe. The current therapeutic strategies and solution measures against this alarming condition are suffering from a number of limitations such as inadequate effectiveness of the drugs against the adult-stage parasites, low bioavailability, and emergence of resistance. Considering this situation, development of the new therapeutics are urgently needed to combat human LF, especially targeting the adult filarial nematodes. Brugia malayi, the causative parasite for the human brugian filariasis majorly found in the countries of the South-Asia. In this study, we have designed a vaccine candidate using B-cell and T-cell epitopes derived from the aspartic protease of B. malayi (BmASP-1) and found to display significant humoral and cell mediated immune responses using in-silico approaches. Protein-protein docking between the human Toll-like receptor 4 (TLR4) and the vaccine candidate helped us to predict the way of inductive signaling that leads to immune-response. Molecular dynamics (MD) simulation studies further confirmed the proper docking between the TLR4 and vaccine candidate. Moreover, in-silico cloning of the vaccine element within the expression vector was found useful to optimize the restriction sites as well as to determine the primer location. Taken together, the in-silico vaccine candidate depicted in this study promises could be a useful therapeutic option for treating LF and experimental validation of this study is expected to strengthen the candidature of the said vaccine in the future.
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Affiliation(s)
- Nabarun Chandra Das
- Integrative Biochemistry & Immunology Laboratory, Department of Animal Science, Kazi Nazrul University, Asansol 713 340, West Bengal, India
| | - Ritwik Patra
- Integrative Biochemistry & Immunology Laboratory, Department of Animal Science, Kazi Nazrul University, Asansol 713 340, West Bengal, India
| | - Parth Sarthi Sen Gupta
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER), Berhampur 760 010, Odisha, India
| | - Pratik Ghosh
- Department of Zoology, Vidyasagar University, Midnapore 721102, West Bengal, India
| | - Manojit Bhattacharya
- Department of Zoology, Fakir Mohan University, Vyasa Vihar, Balasore 756020, Odisha, India.
| | - Malay Kumar Rana
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER), Berhampur 760 010, Odisha, India
| | - Suprabhat Mukherjee
- Integrative Biochemistry & Immunology Laboratory, Department of Animal Science, Kazi Nazrul University, Asansol 713 340, West Bengal, India.
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6
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Powlson J, Wright D, Zeltina A, Giza M, Nielsen M, Rampling T, Venkatrakaman N, Bowden TA, Hill AVS, Ewer KJ. Characterization of Antigenic MHC-Class-I-Restricted T Cell Epitopes in the Glycoprotein of Ebolavirus. Cell Rep 2020; 29:2537-2545.e3. [PMID: 31775024 PMCID: PMC6899439 DOI: 10.1016/j.celrep.2019.10.105] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Revised: 07/20/2019] [Accepted: 10/25/2019] [Indexed: 11/05/2022] Open
Abstract
Ebolavirus causes highly lethal hemorrhagic fever in humans. The envelope-displayed viral glycoprotein (GP) is the primary target of humoral immunity induced by natural exposure and vaccination. No T cell epitopes in the GP have been characterized in humans. A phase I clinical trial of a heterologous prime-boost vaccination regime with viral vectors encoding filovirus antigens elicits humoral and T cell responses in vaccinees. The most frequently recognized peptide pools are deconvoluted to identify the minimal epitopes recognized by antigen-specific T cells. We characterize nine immunogenic epitopes on the Ebolavirus GP. Histocompatibility leukocyte antigen (HLA) typing with in silico epitope analysis determines the likely MHC class I restriction elements. Thirteen HLA-A and -B alleles are predicted to present the identified CD8+ T cell epitopes, suggesting promiscuous recognition and a broad immune response. Delivery of the Ebolavirus GP antigen by using a heterologous prime-boost approach is immunogenic in genetically diverse human populations, with responses against multiple epitopes. Vaccination induces high T cell responses to the Ebola virus glycoprotein in humans Eight CD8+ epitopes were defined, recognized through multiple MHC class I alleles Responses match those observed in Ebola survivors and could boost vaccine efficacy
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Affiliation(s)
- Jonathan Powlson
- The Jenner Institute, Old Road Campus Research Building, University of Oxford, Oxford OX3 7DQ, UK
| | - Daniel Wright
- The Jenner Institute, Old Road Campus Research Building, University of Oxford, Oxford OX3 7DQ, UK
| | - Antra Zeltina
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Mark Giza
- The Jenner Institute, Old Road Campus Research Building, University of Oxford, Oxford OX3 7DQ, UK
| | - Morten Nielsen
- Department of Health Technology, The Technical University of Denmark, Anker Engelunds Vej 1 Bygning 101A, 2800 Kgs Lyngby, Denmark
| | - Tommy Rampling
- The Jenner Institute, Old Road Campus Research Building, University of Oxford, Oxford OX3 7DQ, UK
| | - Navin Venkatrakaman
- The Jenner Institute, Old Road Campus Research Building, University of Oxford, Oxford OX3 7DQ, UK
| | - Thomas A Bowden
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Adrian V S Hill
- The Jenner Institute, Old Road Campus Research Building, University of Oxford, Oxford OX3 7DQ, UK
| | - Katie J Ewer
- The Jenner Institute, Old Road Campus Research Building, University of Oxford, Oxford OX3 7DQ, UK.
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7
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Jain S, Khaiboullina SF, Baranwal M. Immunological Perspective for Ebola Virus Infection and Various Treatment Measures Taken to Fight the Disease. Pathogens 2020; 9:pathogens9100850. [PMID: 33080902 PMCID: PMC7603231 DOI: 10.3390/pathogens9100850] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 10/07/2020] [Accepted: 10/16/2020] [Indexed: 12/19/2022] Open
Abstract
Ebolaviruses, discovered in 1976, belongs to the Filoviridae family, which also includes Marburg and Lloviu viruses. They are negative-stranded RNA viruses with six known species identified to date. Ebola virus (EBOV) is a member of Zaire ebolavirus species and can cause the Ebola virus disease (EVD), an emerging zoonotic disease that results in homeostatic imbalance and multi-organ failure. There are three EBOV outbreaks documented in the last six years resulting in significant morbidity (> 32,000 cases) and mortality (> 13,500 deaths). The potential factors contributing to the high infectivity of this virus include multiple entry mechanisms, susceptibility of the host cells, employment of multiple immune evasion mechanisms and rapid person-to-person transmission. EBOV infection leads to cytokine storm, disseminated intravascular coagulation, host T cell apoptosis as well as cell mediated and humoral immune response. In this review, a concise recap of cell types targeted by EBOV and EVD symptoms followed by detailed run-through of host innate and adaptive immune responses, virus-driven regulation and their combined effects contributing to the disease pathogenesis has been presented. At last, the vaccine and drug development initiatives as well as challenges related to the management of infection have been discussed.
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Affiliation(s)
- Sahil Jain
- Department of Biotechnology, Thapar Institute of Engineering & Technology, Patiala 147004, Punjab, India;
| | - Svetlana F. Khaiboullina
- Department of Microbiology and Immunology, University of Nevada, Reno, NV 89557, USA
- Institute of Fundamental Medicine and Biology, Kazan Federal University, 420008 Kazan, Tatarstan, Russia
- Correspondence: (S.F.K.); (M.B.)
| | - Manoj Baranwal
- Department of Biotechnology, Thapar Institute of Engineering & Technology, Patiala 147004, Punjab, India;
- Correspondence: (S.F.K.); (M.B.)
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8
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Pandey R, Dikhit MR, Kumar A, Dehury B, Pandey K, Topno RK, Das P, Bimal S. Evaluating the immunomodulatory responses of LdODC-derived MHC Class-II restricted peptides against VL. Parasite Immunol 2020; 42:e12699. [PMID: 31976563 DOI: 10.1111/pim.12699] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Accepted: 01/04/2020] [Indexed: 12/14/2022]
Abstract
In a bid to develop a novel immunoprophylactic measure against visceral leishmaniasis (VL), MHC class-II-restricted epitopes of LdODC were identified by reverse vaccinology approach. Five consensus HLA-DRB1*0101-restricted epitopes were screened. The analysis revealed that the set of epitopes was presented by at least 54 diverse MHC class-II alleles. Based on in silico screening, followed by molecular dynamics simulation, population coverage analysis, and HLA cross-presentation ability, five best epitopes were evaluated. PBMCs isolated from treated VL subjects, when stimulated with synthetic peptide alone or as a cocktail of peptides, triggered a secretory IFN-γ, but not the IL-10 level. Support in this notion came from intracellular cytokine level with a considerable up-regulated IFN-γ produced by CD4+ T cells. Also, the enhanced IFN-γ seemed to be augmented with the activation of macrophages with prominent IL-12 production. Therefore, it can be concluded that the screened MHC class-II-restricted epitope hotspots derived from Leishmania ODC can trigger CD4+ T cells, which can skew macrophage functions towards protection. However, a detailed analysis can explore its potentiality as a vaccine candidate.
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Affiliation(s)
- RajKishor Pandey
- Department of Biotechnology, National Institute of Pharmaceutical Education & Research, Hajipur, India.,Division of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Manas Ranjan Dikhit
- Department of Biomedical Informatics, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Avinash Kumar
- Department of Biotechnology, National Institute of Pharmaceutical Education & Research, Hajipur, India
| | - Budheswar Dehury
- Department of Bioinformatics, ICMR-RMRC, Government of India, Bhubaneswar, India
| | - Krishna Pandey
- Departmentof Clinical Medicine, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Roshan Kamal Topno
- Departmentof Epidemiology, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Pradeep Das
- Department of Molecular Biology, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Sanjiva Bimal
- Division of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
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9
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Coronado L, Rios L, Frías MT, Amarán L, Naranjo P, Percedo MI, Perera CL, Prieto F, Fonseca-Rodriguez O, Perez LJ. Positive selection pressure on E2 protein of classical swine fever virus drives variations in virulence, pathogenesis and antigenicity: Implication for epidemiological surveillance in endemic areas. Transbound Emerg Dis 2019; 66:2362-2382. [PMID: 31306567 DOI: 10.1111/tbed.13293] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 06/08/2019] [Accepted: 07/07/2019] [Indexed: 12/14/2022]
Abstract
Classical swine fever (CSF), caused by CSF virus (CSFV), is considered one of the most important infectious diseases with devasting consequences for the pig industry. Recent reports describe the emergence of new CSFV strains resulting from the action of positive selection pressure, due mainly to the bottleneck effect generated by ineffective vaccination. Even though a decrease in the genetic diversity of the positively selected CSFV strains has been observed by several research groups, there is little information about the effect of this selective force on the virulence degree, antigenicity and pathogenicity of this type of strains. Hence, the aim of the current study was to determine the effect of the positive selection pressure on these three parameters of CSFV strains, emerged as result of the bottleneck effects induced by improper vaccination in a CSF-endemic area. Moreover, the effect of the positively selected strains on the epidemiological surveillance system was assessed. By the combination of in vitro, in vivo and immunoinformatic approaches, we revealed that the action of the positive selection pressure induces a decrease in virulence and alteration in pathogenicity and antigenicity. However, we also noted that the evolutionary process of CSFV, especially in segregated microenvironments, could contribute to the gain-fitness event, restoring the highly virulent pattern of the circulating strains. Besides, we denoted that the presence of low virulent strains selected by bottleneck effect after inefficient vaccination can lead to a relevant challenge for the epidemiological surveillance of CSF, contributing to under-reports of the disease, favouring the perpetuation of the virus in the field. In this study, B-cell and CTL epitopes on the E2 3D-structure model were also identified. Thus, the current study provides novel and significant insights into variation in virulence, pathogenesis and antigenicity experienced by CSFV strains after the positive selection pressure effect.
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Affiliation(s)
- Liani Coronado
- Centro Nacional de Sanidad Agropecuaria (CENSA), OIE Collaborating Centre for Diagnosis and Risk Analysis of the Caribbean Region, La Habana, Cuba
| | - Liliam Rios
- Reiman Cancer Research Laboratory, Faculty of Medicine, University of New Brunswick, Saint John, New Brunswick, Canada
| | - María Teresa Frías
- Centro Nacional de Sanidad Agropecuaria (CENSA), OIE Collaborating Centre for Diagnosis and Risk Analysis of the Caribbean Region, La Habana, Cuba
| | - Laymara Amarán
- National Laboratory for Veterinary Diagnostic (NLVD), La Habana, Cuba
| | | | - María Irian Percedo
- Centro Nacional de Sanidad Agropecuaria (CENSA), OIE Collaborating Centre for Diagnosis and Risk Analysis of the Caribbean Region, La Habana, Cuba
| | - Carmen Laura Perera
- Centro Nacional de Sanidad Agropecuaria (CENSA), OIE Collaborating Centre for Diagnosis and Risk Analysis of the Caribbean Region, La Habana, Cuba
| | - Felix Prieto
- National Laboratory for Veterinary Diagnostic (NLVD), La Habana, Cuba
| | | | - Lester J Perez
- Department of Clinical Veterinary Medicine, College of Veterinary Science, University of Illinois, Urbana, IL, USA.,College of Veterinary Science, Veterinary Diagnostic Laboratory (VDL), University of Illinois, Urbana, IL, USA
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10
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Conserved B and T cell epitopes prediction of ebola virus glycoprotein for vaccine development: An immuno-informatics approach. Microb Pathog 2019; 132:243-253. [PMID: 31075428 PMCID: PMC7270928 DOI: 10.1016/j.micpath.2019.05.010] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 05/03/2019] [Accepted: 05/06/2019] [Indexed: 12/19/2022]
Abstract
Ebola virus (EBOV), a non-segmented single-stranded RNA virus, is often-most transmitted through body fluids like sweat, tears, saliva, and nasal secretions. Till date, there is no licensed vaccine of EBOV is available in the market; however, the world is increasingly vulnerable to this emerging threat. Hence, it is the need of time to develop a vaccine for EBOV to hinder its dissemination. The current study has been designed for identification and characterization of the potential B and T-cell epitopes using the Immuno-informatics tools, and it helped in finding the potent vaccine candidates against EBOV. Prediction, antigenicity and allergenicity testing of predicted B and T cells' epitopes was done as well to identify their potential as a vaccine candidate and to measure their safety level respectively. Among B-cell epitopes "WIPAGIGVTGVIIA" showed a high antigenicity score and it would play an important role in evoking the immune response. In T-cell epitopes, peptides "AIGLAWIPY" and "IRGFPRCRY" presented high antigenicity score, which binds to MHC class-I and MHC class-II alleles respectively. All predicted epitopes were analyzed and compared with already reported peptides carefully. Comparatively, Peptides predicted in the present study showed more immunogenicity score than already reported peptides, used as positive control, and are more immunogenic as compared to them. Peptides reported in the present study do not target only Zaire EBOV (ZEBOV), as in previous studies, but also other species, i.e. Tai Forest EBOV (TAFV), Sudan EBOV (SUDV), Bundibugyo EBOV (BDBV), and Reston EBOV (RESTV) and would bring the promising results as potent vaccine candidates.
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11
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Nieto-Gómez R, Angulo C, Monreal-Escalante E, Govea-Alonso DO, De Groot AS, Rosales-Mendoza S. Design of a multiepitopic Zaire ebolavirus protein and its expression in plant cells. J Biotechnol 2019; 295:41-48. [PMID: 30826446 DOI: 10.1016/j.jbiotec.2019.02.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2018] [Revised: 02/12/2019] [Accepted: 02/13/2019] [Indexed: 10/27/2022]
Abstract
The recent Ebola virus disease (EVD) outbreaks make the development of efficacious and low cost vaccines against Ebola virus (EBOV) an urgent goal. Multiepitopic vaccines allow a rational design rendering vaccines able to induce proper immune responses in terms of polarization and potency. In addition, the pathogen variants can be easily covered by including epitopes conserved among relevant isolates. Other important aspects to consider in vaccination are the costs associated to production, distribution, and administration of the vaccine. Plants provide an advantageous platform for this purpose, since they yield biomass at very low costs and some species can be used to formulate purification-free oral vaccines. In the present study, a multiepitopic protein called Zerola, which carries epitopes from the EBOV glycoprotein (GP), was designed based on immunoinformatic approaches and current experimental evidence on B cell protective GP epitopes. Moreover, expression studies performed in nuclear-transformed tobacco lines confirmed the capacity of the plant cell to synthetize the Zerola antigenic protein. The generation of this plant-based candidate vaccine is a step forward in the development of highly efficient and low cost EBOV vaccines.
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Affiliation(s)
- Ricardo Nieto-Gómez
- Laboratorio de Biofarmacéuticos recombinantes, Facultad de Ciencias Químicas, Universidad Autónoma de San Luis Potosí, Av. Dr. Manuel Nava 6, SLP, 78210, Mexico; Sección de Biotecnología, Centro de Investigación en Ciencias de la Salud y Biomedicina, Universidad Autónoma de San Luis Potosí, Av. Sierra Leona 550, Lomas 2ª Sección, San Luis Potosí, 78210, Mexico
| | - Carlos Angulo
- Grupo de Inmunología & Vacunología, Centro de Investigaciones Biológicas del Noroeste, SC., Instituto Politécnico Nacional 195, Playa Palo de Santa Rita Sur, La Paz, B.C.S., C.P. 23096, Mexico
| | - Elizabeth Monreal-Escalante
- Laboratorio de Biofarmacéuticos recombinantes, Facultad de Ciencias Químicas, Universidad Autónoma de San Luis Potosí, Av. Dr. Manuel Nava 6, SLP, 78210, Mexico; Sección de Biotecnología, Centro de Investigación en Ciencias de la Salud y Biomedicina, Universidad Autónoma de San Luis Potosí, Av. Sierra Leona 550, Lomas 2ª Sección, San Luis Potosí, 78210, Mexico
| | - Dania O Govea-Alonso
- Laboratorio de Biofarmacéuticos recombinantes, Facultad de Ciencias Químicas, Universidad Autónoma de San Luis Potosí, Av. Dr. Manuel Nava 6, SLP, 78210, Mexico; Sección de Biotecnología, Centro de Investigación en Ciencias de la Salud y Biomedicina, Universidad Autónoma de San Luis Potosí, Av. Sierra Leona 550, Lomas 2ª Sección, San Luis Potosí, 78210, Mexico
| | | | - Sergio Rosales-Mendoza
- Laboratorio de Biofarmacéuticos recombinantes, Facultad de Ciencias Químicas, Universidad Autónoma de San Luis Potosí, Av. Dr. Manuel Nava 6, SLP, 78210, Mexico; Sección de Biotecnología, Centro de Investigación en Ciencias de la Salud y Biomedicina, Universidad Autónoma de San Luis Potosí, Av. Sierra Leona 550, Lomas 2ª Sección, San Luis Potosí, 78210, Mexico.
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Conserved peptide vaccine candidates containing multiple Ebola nucleoprotein epitopes display interactions with diverse HLA molecules. Med Microbiol Immunol 2019; 208:227-238. [DOI: 10.1007/s00430-019-00584-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Accepted: 02/11/2019] [Indexed: 10/27/2022]
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Identification of novel HLA-A11-restricted T-cell epitopes in the Ebola virus nucleoprotein. Microbes Infect 2018; 21:56-62. [PMID: 29775667 DOI: 10.1016/j.micinf.2018.04.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 04/20/2018] [Accepted: 04/26/2018] [Indexed: 12/17/2022]
Abstract
The Ebola virus (EBOV) is a very contagious virus that is highly fatal in humans and animals. The largest epidemic was in West Africa in 2014, in which over 11,000 people died. However, to date, there are no licensed vaccines against it. Studies show that CD4+ and CD8+ T-cell responses, especially cytotoxic T-lymphocyte (CTL) responses, play key roles in protecting individuals from EBOV infection. Since HLA-restricted epitope vaccines are likely to be effective and safe immunization strategies for infectious diseases, the present study screened for CTL epitopes in the EBOV-nucleoprotein that are restricted by HLA-A11 (a common allele in Chinese people). Predictive computer analysis of the amino-acid sequence of EBOV-nucleoprotein identified ten putative HLA-A11-restricted epitopes. ELISPOT assay of immunized HLA-A11/DR1 transgenic mice showed that five (GR-9, VR-9, EK-9, PK-9, and RK-9) induced effective CTL responses. Additional epitope analyses will aid the design of epitope vaccines against EBOV.
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Dikhit MR, Das S, Mahantesh V, Kumar A, Singh AK, Dehury B, Rout AK, Ali V, Sahoo GC, Topno RK, Pandey K, Das VNR, Bimal S, Das P. The potential HLA Class I-restricted epitopes derived from LeIF and TSA of Leishmania donovani evoke anti-leishmania CD8+ T lymphocyte response. Sci Rep 2018; 8:14175. [PMID: 30242172 PMCID: PMC6154976 DOI: 10.1038/s41598-018-32040-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 08/14/2018] [Indexed: 12/12/2022] Open
Abstract
To explore new protective measure against visceral leishmaniasis, reverse vaccinology approach was employed to identify key immunogenic regions which can mediate long-term immunity. In-depth computational analysis revealed nine promiscuous epitopes which can possibly be presented by 46 human leukocyte antigen, thereby broadening the worldwide population up to 94.16%. This is of reasonable significance that most of the epitopes shared 100% sequence homology with other Leishmania species and could evoke a common pattern of protective immune response. Transporter associated with antigen processing binding affinity, molecular docking approach followed by dynamics simulation and human leukocyte antigen stabilization assay suggested that the best five optimal set of epitopes bind in between α1 and α2 binding groove with sufficient affinity and stability which allows the translocation of intact epitope to the cell surface. Fascinatingly, the human leukocyte antigen stabilization assay exhibited a modest correlation with the positive immunogenicity score predicted by class I pMHC immunogenicity predictor. A support for this notion came from ELISA and FACS analysis where the epitopes as a cocktail induced CD8+ IFN-γ and Granzyme B levels significantly in treated visceral leishmaniasis subject which suggests the immunogenic ability of the selected epitopes.
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Affiliation(s)
- Manas Ranjan Dikhit
- BioMedical Informatics Division, Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna, 800007, Bihar, India.,Department of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna, 800007, Bihar, India
| | - Sushmita Das
- Department of Microbiology, All India Institute of Medical Sciences, Patna, 801507, Bihar, India
| | - Vijaya Mahantesh
- Department of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna, 800007, Bihar, India
| | - Akhilesh Kumar
- Department of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna, 800007, Bihar, India
| | - Ashish Kumar Singh
- Department of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna, 800007, Bihar, India
| | - Budheswar Dehury
- BioMedical Informatics Centre, ICMR-Regional Medical Research Centre, Bhubaneswar, 751023, Odisha, India
| | - Ajaya Kumar Rout
- Biotechnology Laboratory, ICAR-Central Inland Fisheries Research Institute, Barrackpore, Kolkata, 700120, West Bengal, India
| | - Vahab Ali
- Department of Clinical Biochemistry, Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna, 800007, Bihar, India
| | - Ganesh Chandra Sahoo
- BioMedical Informatics Division, Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna, 800007, Bihar, India
| | - Roshan Kamal Topno
- Department of Epidemiology, Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna, 800007, Bihar, India
| | - Krishna Pandey
- Department of Clinical Medicine, Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna, 800007, Bihar, India
| | - V N R Das
- Department of Clinical Medicine, Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna, 800007, Bihar, India
| | - Sanjiva Bimal
- Department of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna, 800007, Bihar, India
| | - Pradeep Das
- Department of Molecular Parasitology, Rajendra Memorial Research Institute of Medical Sciences, Agamkuan, Patna, 800007, Bihar, India.
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15
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Computational elucidation of novel antagonists and binding insights by structural and functional analyses of serine hydroxymethyltransferase and interaction with inhibitors. GENE REPORTS 2018. [DOI: 10.1016/j.genrep.2017.10.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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16
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Abstract
Background Ebolavirus (EBOV) is responsible for one of the most fatal diseases encountered by mankind. Cellular T-cell responses have been implicated to be important in providing protection against the virus. Antigenic variation can result in viral escape from immune recognition. Mapping targets of immune responses among the sequence of viral proteins is, thus, an important first step towards understanding the immune responses to viral variants and can aid in the identification of vaccine targets. Herein, we performed a large-scale, proteome-wide mapping and diversity analyses of putative HLA supertype-restricted T-cell epitopes of Zaire ebolavirus (ZEBOV), the most pathogenic species among the EBOV family. Methods All publicly available ZEBOV sequences (14,098) for each of the nine viral proteins were retrieved, removed of irrelevant and duplicate sequences, and aligned. The overall proteome diversity of the non-redundant sequences was studied by use of Shannon’s entropy. The sequences were predicted, by use of the NetCTLpan server, for HLA-A2, -A3, and -B7 supertype-restricted epitopes, which are relevant to African and other ethnicities and provide for large (~86%) population coverage. The predicted epitopes were mapped to the alignment of each protein for analyses of antigenic sequence diversity and relevance to structure and function. The putative epitopes were validated by comparison with experimentally confirmed epitopes. Results & discussion ZEBOV proteome was generally conserved, with an average entropy of 0.16. The 185 HLA supertype-restricted T-cell epitopes predicted (82 (A2), 37 (A3) and 66 (B7)) mapped to 125 alignment positions and covered ~24% of the proteome length. Many of the epitopes showed a propensity to co-localize at select positions of the alignment. Thirty (30) of the mapped positions were completely conserved and may be attractive for vaccine design. The remaining (95) positions had one or more epitopes, with or without non-epitope variants. A significant number (24) of the putative epitopes matched reported experimentally validated HLA ligands/T-cell epitopes of A2, A3 and/or B7 supertype representative allele restrictions. The epitopes generally corresponded to functional motifs/domains and there was no correlation to localization on the protein 3D structure. These data and the epitope map provide important insights into the interaction between EBOV and the host immune system. Electronic supplementary material The online version of this article (10.1186/s12864-017-4328-8) contains supplementary material, which is available to authorized users.
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17
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Oluwagbemi O, Awe O. A comparative computational genomics of Ebola Virus Disease strains: In-silico Insight for Ebola control. INFORMATICS IN MEDICINE UNLOCKED 2018. [DOI: 10.1016/j.imu.2018.07.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
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18
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Dikhit MR, Kumar A, Das S, Dehury B, Rout AK, Jamal F, Sahoo GC, Topno RK, Pandey K, Das VNR, Bimal S, Das P. Identification of Potential MHC Class-II-Restricted Epitopes Derived from Leishmania donovani Antigens by Reverse Vaccinology and Evaluation of Their CD4+ T-Cell Responsiveness against Visceral Leishmaniasis. Front Immunol 2017; 8:1763. [PMID: 29312304 PMCID: PMC5735068 DOI: 10.3389/fimmu.2017.01763] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Accepted: 11/27/2017] [Indexed: 01/09/2023] Open
Abstract
Visceral leishmaniasis (VL) is one of the most neglected tropical diseases for which no vaccine exists. In spite of extensive efforts, no successful vaccine is available against this dreadful infectious disease. To support vaccine development, an immunoinformatics approach was applied to screen potential MHC class-II-restricted epitopes that can activate the immune cells. Initially, 37 epitopes derived from six stage-dependent, overexpressed antigens were predicted, which were presented by at least 26 diverse MHC class-II allele. Based on a population coverage analysis and human leukocyte antigen cross-presentation ability, six of the 37 epitopes were selected for further analysis. Stimulation with synthetic peptide alone or as a cocktail triggered intracellular IFN-γ production. Moreover, specific IgG antibodies were detected in the serum of active VL cases against P1, P4, P5, and P6 in order to evaluate the peptide effect on the humoral immune response. Additionally, most of the peptides, except P2, were found to be non-inducers of CD4+ IL-10 against both active VL as well as treated VL subjects. This finding suggests there is no role of these peptides in the pathogenesis of Leishmania. Peptide immunogenicity was validated in BALB/c mice immunized with a cocktail of synthetic peptide emulsified in complete Freund’s adjuvant/incomplete Freund’s adjuvant. The immunized splenocytes induced strong spleen cell proliferation upon parasite re-stimulation. Furthermore, increased IFN-γ, interleukin-12, IL-17, and IL-22 production augmented with elevated nitric oxide (NO) synthesis is thought to play a crucial role in macrophage activation. In this investigation, we identified six MHC class-II-restricted epitope hotspots of Leishmania antigens that induce CD4+ Th1 and Th17 responses, which could be used to potentiate a human universal T-epitope vaccine against VL.
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Affiliation(s)
- Manas Ranjan Dikhit
- BioMedical Informatics Division, Rajendra Memorial Research Institute of Medical Sciences, Patna, India.,Department of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Akhilesh Kumar
- Department of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Sushmita Das
- Department of Microbiology, All India Institute of Medical Sciences, Patna, India
| | - Budheswar Dehury
- Biomedical Informatics Centre, ICMR-Regional Medical Research Centre, Odisha, India
| | - Ajaya Kumar Rout
- Biotechnology Laboratory, ICAR-Central Inland Fisheries Research Institute, Kolkata, India
| | - Fauzia Jamal
- Department of Microbiology, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Ganesh Chandra Sahoo
- BioMedical Informatics Division, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Roshan Kamal Topno
- Department of Clinical Medicine, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Krishna Pandey
- Department of Clinical Medicine, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - V N R Das
- Department of Clinical Medicine, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Sanjiva Bimal
- Department of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
| | - Pradeep Das
- Department of Molecular Parasitology, Rajendra Memorial Research Institute of Medical Sciences, Patna, India
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19
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Co-factor-independent phosphoglycerate mutase of Leishmania donovani modulates macrophage signalling and promotes T-cell repertoires bearing epitopes for both MHC-I and MHC-II. Parasitology 2017; 145:292-306. [PMID: 29140228 DOI: 10.1017/s0031182017001494] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Immunoactivation depends upon the antigen potential to modulate T-cell repertoires. The present study has enumerated the effect of 61 kDa recombinant Leishmania donovani co-factor-independent phosphoglycerate mutase (rLd-iPGAM) on mononuclear cells of healthy and treated visceral leishmaniasis subjects as well as on THP-1 cell line. rLd-iPGAM stimulation induced higher expression of interleukin-1β (IL-1β) in the phagocytic cell, its receptor and CD69 on T-cell subsets. These cellular activations resulted in upregulation of host-protective cytokines IL-2, IL-12, IL-17, tumour necrosis factor-α and interferon-γ, and downregulation of IL-4, IL-10 and tumour growth factor-β. This immune polarization was also evidenced by upregulation of nuclear factor-κ light-chain enhancer of activated B cells p50 and regulated expression of suppressor of mother against decapentaplegic protein-4. rLd-iPGAM stimulation also promoted lymphocyte proliferation and boosted the leishmaniacidal activity of macrophages by upregulating reactive oxygen species. It also induced 1·8-fold higher release of nitric oxide (NO) by promoting the transcription of inducible nitric oxide synthase gene. Besides, in silico analysis suggested the presence of major histocompatibility complex class I and II restricted epitopes, which can proficiently trigger CD8+ and CD4+ cells, respectively. This study reports rLd-iPGAM as an effective immunoprophylactic agent, which can be used in future vaccine design.
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20
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Overlapping CD8+ and CD4+ T-cell epitopes identification for the progression of epitope-based peptide vaccine from nucleocapsid and glycoprotein of emerging Rift Valley fever virus using immunoinformatics approach. INFECTION GENETICS AND EVOLUTION 2017; 56:75-91. [PMID: 29107145 PMCID: PMC7106247 DOI: 10.1016/j.meegid.2017.10.022] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/04/2017] [Revised: 10/02/2017] [Accepted: 10/25/2017] [Indexed: 12/19/2022]
Abstract
Rift Valley fever virus (RVFV) is an emergent arthropod-borne zoonotic infectious viral pathogen which causes fatal diseases in the humans and ruminants. Currently, no effective and licensed vaccine is available for the prevention of RVFV infection in endemic as well as in non-endemic regions. So, an immunoinformatics-driven genome-wide screening approach was performed for the identification of overlapping CD8+ and CD4+ T-cell epitopes and also linear B-cell epitopes from the conserved sequences of the nucleocapsid (N) and glycoprotein (G) of RVFV. We identified overlapping 99.39% conserved 1 CD8+ T-cell epitope (MMHPSFAGM) from N protein and 100% conserved 7 epitopes (AVFALAPVV, LAVFALAPV, FALAPVVFA, VFALAPVVF, IAMTVLPAL, FFDWFSGLM, and FLLIYLGRT) from G protein and also identified IL-4 and IFN-γ induced (99.39% conserved) 1 N protein CD4+ T-cell epitope (HMMHPSFAGMVDPSL) and 100% conserved 5 G protein CD4+ T-cell epitopes (LPALAVFALAPVVFA, PALAVFALAPVVFAE, GIAMTVLPALAVFAL, GSWNFFDWFSGLMSW, and FFLLIYLGRTGLSKM). The overlapping CD8+ and CD4+ T-cell epitopes were bound with most conserved HLA-C*12:03 and HLA-DRB1*01:01, respectively with the high binding affinity (kcal/mol). The combined population coverage analysis revealed that the allele frequencies of these epitopes are high in endemic and non-endemic regions. Besides, we found 100% conserved and non-allergenic 2 decamer B-cell epitopes, GVCEVGVQAL and RVFNCIDWVH of G protein had the sequence similarity with the nonamer CD8+ T-cell epitopes, VCEVGVQAL and RVFNCIDWV, respectively. Consequently, these epitopes may be used for the development of epitope-based peptide vaccine against emerging RVFV. However, in vivo and in vitro experiments are required for their efficient use as a vaccine.
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21
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Dikhit MR, Amit A, Singh AK, Kumar A, Mansuri R, Sinha S, Topno RK, Mishra R, Das VNR, Pandey K, Sahoo GC, Ali V, Bimal S, Das P. Vaccine potential of HLA-A2 epitopes from Leishmania
Cysteine Protease Type III (CPC). Parasite Immunol 2017; 39. [DOI: 10.1111/pim.12451] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Accepted: 06/15/2017] [Indexed: 12/13/2022]
Affiliation(s)
- M. R. Dikhit
- Department of Bioinformatics; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - A. Amit
- Department of Immunology; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - A. K. Singh
- Department of Immunology; Rajendra Memorial Research Institute of Medical Sciences; Patna India
- Department of Pathology; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - A. Kumar
- Department of Immunology; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - R. Mansuri
- Department of Bioinformatics; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - S. Sinha
- Department of Bioinformatics; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - R. K. Topno
- Department of Epidemiology; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - R. Mishra
- Department of Clinical Medicine; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - V. N. R. Das
- Department of Clinical Medicine; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - K. Pandey
- Department of Clinical Medicine; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - G. C. Sahoo
- Department of Bioinformatics; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - V. Ali
- Department of Biochemistry; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - S. Bimal
- Department of Immunology; Rajendra Memorial Research Institute of Medical Sciences; Patna India
| | - P. Das
- Department of Molecular Parasitology; Rajendra Memorial Research Institute of Medical Sciences; Patna India
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22
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Dikhit MR, Kumar A, Amit A, Dehury B, Nathsharma YP, Ansari MY, Ali V, Topno RK, Das V, Pandey K, Sahoo GC, Bimal S, Das P. Mining the Proteome of Leishmania donovani for the Development of Novel MHC Class I Restricted Epitope for the Control of Visceral Leishmaniasis. J Cell Biochem 2017; 119:378-391. [PMID: 28585770 DOI: 10.1002/jcb.26190] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Accepted: 06/05/2017] [Indexed: 12/26/2022]
Abstract
Although, the precise host defence mechanism(s) is not completely understood, T cell-mediated immune responses is believed to play a pivotal role in controlling parasite infection. Here we target the stage dependent over expressed gene. Here, the consensus based computational approach was adopted for the screening of potential major histocompatibility complex class I restricted epitopes. Based on the computational analysis and previously published report, a set 19 antigenic proteins derived from Leishmania donovani were screened for further characterization as vaccine candidates. A total of 49 epitopes were predicted, which revealed a comprehensive binding affinity to the 40 different MHC class I supertypes. Based on the population coverage and HLA cross presentation, nine highly promiscuous epitopes such as LTYDDVWTV (P1), FLFPQRTAL(P2), FLFSNGAVV (P3), YIYNFGIRV (P4), YMTAAFAAL (P5), KLLRPFAPL (P6), FMLGWIVTI (P7), SLFERNKRV (P8), and SVWNRIFTL (P9) which have either a high or an intermediate TAP binding affinity were selected for further analysis. Theoretical population coverage analysis of polytope vaccine (P1-P9) revealed more than 92% population. Stimulation with the cocktail of peptide revealed a proliferative CD8+ T cell response and increased IFN-γ production. An upregulated NF-κB activity is thought to be play a pivotal role in T cell proliferation against the selected peptide. The Th1-type cytokine profile (presence of IFN-γ and absence of IL-10) suggests the potentiality of the cocktail of epitope as a subunit vaccine against leishmaniasis. However, the efficiency of these epitopes to trigger other Th1 cytokines and chemokines in a humanized mice model could explore its plausibility as a vaccine candidate. J. Cell. Biochem. 119: 378-391, 2018. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Manas R Dikhit
- Department of Bioinformatics, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India
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- Department of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India
| | - Akhilesh Kumar
- Department of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India
| | - Ajay Amit
- Department of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India
| | - Budheswar Dehury
- Department of Bioinformatics, ICMR Regional Medical research Centre, Bhubaneswar, Odisha 751016, India
| | - Yangya Prasad Nathsharma
- Department of Bioinformatics, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India
| | - Mohammad Yousuf Ansari
- Department of Bioinformatics, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India
| | - Vahab Ali
- Departmentof Biochemistry, Rajendra Memorial Research Institute of Medical, Patna 800007, India
| | - Roshan Kamal Topno
- Department of Epidemiology, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India
| | - Vnr Das
- Department of Clinical Medicine, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India
| | - Krishna Pandey
- Department of Clinical Medicine, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India
| | - Ganesh Chandra Sahoo
- Department of Bioinformatics, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India
| | - Sanjiva Bimal
- Department of Immunology, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India
| | - Pradeep Das
- Department of Bioinformatics, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India.,Department of Molecular Biology, Rajendra Memorial Research Institute of Medical Sciences, Patna 800007, India
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Dash R, Das R, Junaid M, Akash MFC, Islam A, Hosen SZ. In silico-based vaccine design against Ebola virus glycoprotein. Adv Appl Bioinform Chem 2017; 10:11-28. [PMID: 28356762 PMCID: PMC5367765 DOI: 10.2147/aabc.s115859] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Ebola virus (EBOV) is one of the lethal viruses, causing more than 24 epidemic outbreaks to date. Despite having available molecular knowledge of this virus, no definite vaccine or other remedial agents have been developed yet for the management and avoidance of EBOV infections in humans. Disclosing this, the present study described an epitope-based peptide vaccine against EBOV, using a combination of B-cell and T-cell epitope predictions, followed by molecular docking and molecular dynamics simulation approach. Here, protein sequences of all glycoproteins of EBOV were collected and examined via in silico methods to determine the most immunogenic protein. From the identified antigenic protein, the peptide region ranging from 186 to 220 and the sequence HKEGAFFLY from the positions of 154-162 were considered the most potential B-cell and T-cell epitopes, correspondingly. Moreover, this peptide (HKEGAFFLY) interacted with HLA-A*32:15 with the highest binding energy and stability, and also a good conservancy of 83.85% with maximum population coverage. The results imply that the designed epitopes could manifest vigorous enduring defensive immunity against EBOV.
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Affiliation(s)
- Raju Dash
- Molecular Modeling and Drug Design Laboratory (MMDDL), Pharmacology Research Division, Bangladesh Council of Scientific and Industrial Research (BCSIR), Chittagong, Bangladesh
| | - Rasel Das
- Nanotechnology and Catalysis Research Center, University of Malaya, Kuala Lumpur, Malaysia
| | - Md Junaid
- Department of Pharmaceutical Sciences, North South University, Dhaka, Bangladesh
| | | | - Ashekul Islam
- Department of Biochemistry and Molecular Biology, University of Chittagong, Chittagong, Bangladesh
| | - Sm Zahid Hosen
- Molecular Modeling and Drug Design Laboratory (MMDDL), Pharmacology Research Division, Bangladesh Council of Scientific and Industrial Research (BCSIR), Chittagong, Bangladesh
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Jamal F, Dikhit MR, Singh MK, Shivam P, Kumari S, Pushpanjali S, Dubey AK, Kumar P, Narayan S, Gupta AK, Pandey K, Das VNR, Bimal S, Das P, Singh SK. Identification of B-cell Epitope of Leishmania donovani and its application in diagnosis of visceral leishmaniasis. J Biomol Struct Dyn 2016; 35:3569-3580. [PMID: 27892844 DOI: 10.1080/07391102.2016.1263240] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Diagnosis of visceral leishmaniasis (VL) is often hindered by cross-reactions with antigens from other related parasite infections. This study aimed to develop an immunochromatographic test (ICT) which can detect the antigen present in circulating immune complexes (CICs) of VL patients using B-cell epitope-specific antibodies. MS analysis of six immunoreactive 2DE spots revealed two epitopes i.e. RFFVQGDGIGQHSLQEALERR (P1) and RRVAVLVLLDRL (P2) (From a hypothetical protein [Acc No: XP_003861458.1]). The epitope conservancy analysis suggested that the linear epitope (P1P2) is 97-100% conserved among Leishmania species and diverged from Homo sapiens (61% query coverage and 80% identity). Further, immunoinformatics analysis of hydrophilicity and flexibility confirmed the antigenicity of the peptide fragment. The linear epitope (P1P2) was synthesized (98% purity) and the purity was confirmed by high-performance liquid chromatography and MS. The indirect Enzyme linked immunosorbent assay results confirmed the presence of the corresponding antibody in VL patient's sera but not in those of healthy and other diseases. The result demonstrated a sensitivity 90%; Se Cl95% (82.16-96.27)% and specificity 100%; Sp Cl95% (84.56-100)% which indicated the possibility to be used as a diagnostic tool. Sensitivity, specificity, and diagnostic efficiency of colloidal gold conjugated anti-P1P2 antibody ICT strip was 100, 95.2, and 96.7%, respectively, which is slightly better as compared to other ICT for VL. Though, our result indicated the utility of anti-P1P2 antibody to detect CICs epitopes, a large-scale inspection in endemic and non-endemic area and in different ethnic population is needed for its validation and authentication.
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Affiliation(s)
- Fauzia Jamal
- a Department of Microbiology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Manas Ranjan Dikhit
- b Department of Bioinformatics , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Manish K Singh
- a Department of Microbiology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Pushkar Shivam
- a Department of Microbiology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Sarita Kumari
- a Department of Microbiology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Sinha Pushpanjali
- a Department of Microbiology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Amit K Dubey
- a Department of Microbiology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India.,c Department of Biotechnology , National Institute of Pharmaceutical Education and Research , Hajipur 844102 , India
| | - Prakash Kumar
- c Department of Biotechnology , National Institute of Pharmaceutical Education and Research , Hajipur 844102 , India
| | - Shyam Narayan
- a Department of Microbiology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Anil K Gupta
- a Department of Microbiology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Krishna Pandey
- d Department of Clinical Medicine , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - V N R Das
- d Department of Clinical Medicine , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Sanjiva Bimal
- e Department of Immunology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Pradeep Das
- f Department of Molecular Biology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Shubhankar K Singh
- a Department of Microbiology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
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Computational prediction and analysis of potential antigenic CTL epitopes in Zika virus: A first step towards vaccine development. INFECTION GENETICS AND EVOLUTION 2016; 45:187-197. [DOI: 10.1016/j.meegid.2016.08.037] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2016] [Revised: 08/27/2016] [Accepted: 08/29/2016] [Indexed: 02/03/2023]
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Amit A, Dikhit MR, Mahantesh V, Chaudhary R, Singh AK, Singh A, Singh SK, Das VNR, Pandey K, Ali V, Narayan S, Sahoo GC, Das P, Bimal S. Immunomodulation mediated through Leishmania donovani protein disulfide isomerase by eliciting CD8+ T-cell in cured visceral leishmaniasis subjects and identification of its possible HLA class-1 restricted T-cell epitopes. J Biomol Struct Dyn 2016; 35:128-140. [PMID: 26727289 DOI: 10.1080/07391102.2015.1134349] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Protein disulphide isomerase (PDI) is one of the key enzymes essential for the survival of Leishmania donovani in the host. Our study suggested that PDI is associated with the generation of Th1-type of cellular responses in treated Visceral leishmaniasis (VL) subjects. The stimulation of Peripheral blood mononuclear cells (PBMCs) with recombinant Protein Disulphide Isomerase upregulated the reactive oxygen species generation, Nitric oxide release, IL12 and IFN-γ production indicating its pivotal role in protective immune response. Further, a pre-stimulation of PBMCs with Protein disulphide isomerase induced a strong IFN-γ response through CD8+ T cells in treated VL subjects. These findings also supported through the evidence that this antigen was processed and presented by major histocompatibility complex class I (MHC-1) dependent pathway and had an immunoprophylactic potential which can induce CD8+ T cell protective immune response in MHC class I dependent manner against VL. To find out the possible epitopes that might be responsible for CD8+ T cell specific IFN-γ response, computational approach was adopted. Six novel promiscuous epitopes were predicted to be highly immunogenic and can be presented by 32 different HLA allele to CD8+ T cells. Further investigation will explore more about their immunological relevance and usefulness as vaccine candidates.
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Affiliation(s)
- Ajay Amit
- a Division of Immunology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Manas R Dikhit
- a Division of Immunology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India.,b Department of Bioinformatics , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Vijay Mahantesh
- a Division of Immunology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India.,c Department of Biotechnology , National Institutes of Pharmaceutical Education and Research , Hajipur 844102 , India
| | - Rajesh Chaudhary
- a Division of Immunology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Ashish Kumar Singh
- a Division of Immunology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India.,d Dept. of Pathology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Ashu Singh
- c Department of Biotechnology , National Institutes of Pharmaceutical Education and Research , Hajipur 844102 , India
| | - Shubhankar Kumar Singh
- h Dept. of Microbiology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - V N R Das
- e Dept. of Clinical Medicine , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Krishna Pandey
- e Dept. of Clinical Medicine , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Vahab Ali
- f Dept. of Molecular Biochemistry , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Shyam Narayan
- h Dept. of Microbiology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Ganesh C Sahoo
- b Department of Bioinformatics , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Pradeep Das
- g Dept. of Molecular Biology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
| | - Sanjiva Bimal
- a Division of Immunology , Rajendra Memorial Research Institute of Medical Sciences , Patna 800007 , India
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27
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Seyed N, Taheri T, Rafati S. Post-Genomics and Vaccine Improvement for Leishmania. Front Microbiol 2016; 7:467. [PMID: 27092123 PMCID: PMC4822237 DOI: 10.3389/fmicb.2016.00467] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2015] [Accepted: 03/21/2016] [Indexed: 01/27/2023] Open
Abstract
Leishmaniasis is a parasitic disease that primarily affects Asia, Africa, South America, and the Mediterranean basin. Despite extensive efforts to develop an effective prophylactic vaccine, no promising vaccine is available yet. However, recent advancements in computational vaccinology on the one hand and genome sequencing approaches on the other have generated new hopes in vaccine development. Computational genome mining for new vaccine candidates is known as reverse vaccinology and is believed to further extend the current list of Leishmania vaccine candidates. Reverse vaccinology can also reduce the intrinsic risks associated with live attenuated vaccines. Individual epitopes arranged in tandem as polytopes are also a possible outcome of reverse genome mining. Here, we will briefly compare reverse vaccinology with conventional vaccinology in respect to Leishmania vaccine, and we will discuss how it influences the aforementioned topics. We will also introduce new in vivo models that will bridge the gap between human and laboratory animal models in future studies.
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Affiliation(s)
- Negar Seyed
- Department of Immunotherapy and Leishmania Vaccine Research, Pasteur Institute of IranTehran, Iran
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