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Zhang J, Yang Y, Wang B, Qiu W, Zhang H, Qiu Y, Yuan J, Dong R, Zha Y. Developing a universal multi-epitope protein vaccine candidate for enhanced borna virus pandemic preparedness. Front Immunol 2024; 15:1427677. [PMID: 39703502 PMCID: PMC11655343 DOI: 10.3389/fimmu.2024.1427677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Accepted: 11/19/2024] [Indexed: 12/21/2024] Open
Abstract
Introduction Borna disease virus 1 (BoDV-1) is an emerging zoonotic RNA virus that can cause severe acute encephalitis with high mortality. Currently, there are no effective countermeasures, and the potential risk of a future outbreak requires urgent attention. To address this challenge, the complete genome sequence of BoDV-1 was utilized, and immunoinformatics was applied to identify antigenic peptides suitable for vaccine development. Methods Immunoinformatics and antigenicity-focused protein screening were employed to predict B-cell linear epitopes, B-cell conformational epitopes, and cytotoxic T lymphocyte (CTL) epitopes. Only overlapping epitopes with antigenicity greater than 1 and non-toxic, non-allergenic properties were selected for subsequent vaccine construction. The epitopes were linked using GPGPG linkers, incorporating β-defensins at the N-terminus to enhance immune response, and incorporating Hit-6 at the C-terminus to improve protein solubility and aid in protein purification. Computational tools were used to predict the immunogenicity, physicochemical properties, and structural stability of the vaccine. Molecular docking was performed to predict the stability and dynamics of the vaccine in complex with Toll-like receptor 4 (TLR-4) and major histocompatibility complex I (MHC I) receptors. The vaccine construct was cloned through in silico restriction to create a plasmid for expression in a suitable host. Results Among the six BoDV-1 proteins analyzed, five exhibited high antigenicity scores. From these, eight non-toxic, non-allergenic overlapping epitopes with antigenicity scores greater than 1 were selected for vaccine development. Computational predictions indicated favorable immunogenicity, physicochemical properties, and structural stability. Molecular docking analysis showed that the vaccine remained stable in complex with TLR-4 and MHC I receptors, suggesting strong potential for immune recognition. A plasmid construct was successfully generated, providing a foundation for the experimental validation of vaccines in future pandemic scenarios. Discussion These findings demonstrate the potential of the immunoinformatics-designed multi-epitope vaccines for the prevention and treatment of BoDV-1. Relevant preparations were made in advance for possible future outbreaks and could be quickly utilized for experimental verification.
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Affiliation(s)
- Jingjing Zhang
- School of Basic Medicine, Guangzhou Medical University, Guangzhou, China
- Department of Nephrology, Guizhou Provincial People's Hospital, Guiyang, China
- NHC Key Laboratory of Pulmonary Immunological Diseases, Guizhou Provincial People's Hospital, Guiyang, China
- School of Clinical Medicine, Guizhou Medical University, Guiyang, China
| | - Youfang Yang
- Department of Nephrology, The First Clinical Institute, Zunyi Medical University, Zunyi, China
| | - Binyu Wang
- School of Medicine, Guizhou University, Guiyang, China
| | - Wanting Qiu
- School of Basic Medicine, Guangzhou Medical University, Guangzhou, China
| | - Helin Zhang
- School of Basic Medicine, Guangzhou Medical University, Guangzhou, China
| | - Yuyang Qiu
- School of Basic Medicine, Guangzhou Medical University, Guangzhou, China
| | - Jing Yuan
- Department of Nephrology, Guizhou Provincial People's Hospital, Guiyang, China
- NHC Key Laboratory of Pulmonary Immunological Diseases, Guizhou Provincial People's Hospital, Guiyang, China
| | - Rong Dong
- School of Basic Medicine, Guangzhou Medical University, Guangzhou, China
- Department of Nephrology, Guizhou Provincial People's Hospital, Guiyang, China
- NHC Key Laboratory of Pulmonary Immunological Diseases, Guizhou Provincial People's Hospital, Guiyang, China
| | - Yan Zha
- School of Basic Medicine, Guangzhou Medical University, Guangzhou, China
- Department of Nephrology, Guizhou Provincial People's Hospital, Guiyang, China
- NHC Key Laboratory of Pulmonary Immunological Diseases, Guizhou Provincial People's Hospital, Guiyang, China
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Rizarullah, Aditama R, Giri-Rachman EA, Hertadi R. Designing a Novel Multiepitope Vaccine from the Human Papilloma Virus E1 and E2 Proteins for Indonesia with Immunoinformatics and Molecular Dynamics Approaches. ACS OMEGA 2024; 9:16547-16562. [PMID: 38617694 PMCID: PMC11007845 DOI: 10.1021/acsomega.4c00425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 03/04/2024] [Accepted: 03/08/2024] [Indexed: 04/16/2024]
Abstract
One of the deadliest malignant cancer in women globally is cervical cancer. Specifically, cervical cancer is the second most common type of cancer in Indonesia. The main infectious agent of cervical cancer is the human papilloma virus (HPV). Although licensed prophylactic vaccines are available, cervical cancer cases are on the rise. Therapy using multiepitope-based vaccines is a very promising therapy for cervical cancer. This study aimed to develop a multiepitope vaccine based on the E1 and E2 proteins of HPV 16, 18, 45, and 52 using in silico. In this study, we develop a novel multiepitope vaccine candidate using an immunoinformatic approach. We predicted the epitopes of the cytotoxic T lymphocyte (CTL) and helper T lymphocyte (HTL) and evaluated their immunogenic properties. Population coverage analysis of qualified epitopes was conducted to determine the successful use of the vaccine worldwide. The epitopes were constructed into a multiepitope vaccine by using AAY linkers between the CTL epitopes and GPGPG linkers between the HTL epitopes. The tertiary structure of the multiepitope vaccine was modeled with AlphaFold and was evaluated by Prosa-web. The results of vaccine construction were analyzed for B-cell epitope prediction, molecular docking with Toll like receptor-4 (TLR4), and molecular dynamics simulation. The results of epitope prediction obtained 4 CTL epitopes and 7 HTL epitopes that are eligible for construction of multiepitope vaccines. Prediction of the physicochemical properties of multiepitope vaccines obtained good results for recombinant protein production. The interaction showed that the interaction of the multiepitope vaccine-TLR4 complex is stable based on the binding free energy value -106.5 kcal/mol. The results of the immune response simulation show that multiepitope vaccine candidates could activate the adaptive and humoral immune systems and generate long-term B-cell memory. According to these results, the development of a multiepitope vaccine with a reverse vaccinology approach is a breakthrough to develop potential cervical cancer therapeutic vaccines.
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Affiliation(s)
- Rizarullah
- Biochemistry
and Biomolecular Engineering Research Division, Faculty of Mathematics
and Natural Sciences, Bandung Institute
of Technology, Jl. Ganesa No. 10, Bandung 40132, Indonesia
- Department
of Biochemistry, Faculty of Medicine, Abulyatama
University, Jl. Blangbintang Lama, Aceh Besar 23372, Indonesia
| | - Reza Aditama
- Biochemistry
and Biomolecular Engineering Research Division, Faculty of Mathematics
and Natural Sciences, Bandung Institute
of Technology, Jl. Ganesa No. 10, Bandung 40132, Indonesia
| | - Ernawati Arifin Giri-Rachman
- Genetics
and Molecular Biotechnology Research Division, School of Life Sciences
and Technology, Bandung Institute of Technology, Jl. Ganesa No. 10, Bandung 40132, Indonesia
| | - Rukman Hertadi
- Biochemistry
and Biomolecular Engineering Research Division, Faculty of Mathematics
and Natural Sciences, Bandung Institute
of Technology, Jl. Ganesa No. 10, Bandung 40132, Indonesia
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Barral TD, Kalil MA, Mariutti RB, Arni RK, Gismene C, Sousa FS, Collares T, Seixas FK, Borsuk S, Estrela-Lima A, Azevedo V, Meyer R, Portela RW. Immunoprophylactic properties of the Corynebacterium pseudotuberculosis-derived MBP:PLD:CP40 fusion protein. Appl Microbiol Biotechnol 2022; 106:8035-8051. [PMID: 36374330 PMCID: PMC9660185 DOI: 10.1007/s00253-022-12279-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 10/21/2022] [Accepted: 11/04/2022] [Indexed: 11/16/2022]
Abstract
Caseous lymphadenitis (CLA) is a disease that affects small ruminants, and the best way to prevent its spread on a herd is through immunoprophylaxis. Thus, we aimed to evaluate the MBP:PLD:CP40 fusion protein as a new CLA immunogen. The fusion protein was constructed by combining Corynebacterium pseudotuberculosis PLD and CP40 proteins with maltose-binding protein (MBP) as an intrinsic adjuvant. The antigenicity, allergenic potential, prediction of B epitopes, binding to MHC receptors, and docking on the Toll-Like 2 receptor were evaluated in silico. MBP:PLD:CP40 was expressed and purified. 40 BALB/c were divided into four groups (G1 - control, G2 - Saponin, G3 - MBP:PLD:CP40, and G4 - rPLD + rCP40). Total IgG, IgG1, and IgG2a were quantified, and the expressions of cytokines after splenocyte in vitro stimulation were assessed. Mice were challenged 42 days after the first immunization. The in silico analysis showed that MBP:PLD:CP40 has immunogenic potential, does not have allergic properties, and can dock on the TRL2 receptor. MBP:PLD:CP40 stimulated the production of IgG1 antibodies in a fivefold proportion to IgG2a, and TNF and IL-17 were significantly expressed in response to the antigenic stimuli. When rPLD and rCP40 were used together for immunization, they could induce IFN-γ and IL-12, but with no detectable antibody production. The G3 and G4 groups presented a survival of 57.14% and 42.86%, respectively, while the G1 and G2 mice were all dead 15 days after the challenge. MBP:PLD:CP40 partially protected the mice against C. pseudotuberculosis infection and can be considered a potential new CLA immunogen. KEY POINTS: • The fusion protein induced more IgG1 than IgG2a antibodies; • The fusion protein also induced the expression of the TNF and IL-17 cytokines; • Mice inoculated with MBP:PLD:CP40 presented a 57.14% survival.
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Affiliation(s)
- Thiago Doria Barral
- Laboratory of Immunology and Molecular Biology, Universidade Federal da Bahia, Avenida Reitor Miguel Calmon s/n, Salvador, Bahia State, 40110-100, Brazil
| | - Mauricio Alcantara Kalil
- Laboratory of Immunology and Molecular Biology, Universidade Federal da Bahia, Avenida Reitor Miguel Calmon s/n, Salvador, Bahia State, 40110-100, Brazil
| | - Ricardo Barros Mariutti
- Multiuser Center for Biomolecular Innovation, Universidade Estadual Paulista, São José do Rio Preto, São Paulo State, 15054-000, Brazil
| | - Raghuvir Krishnaswamy Arni
- Multiuser Center for Biomolecular Innovation, Universidade Estadual Paulista, São José do Rio Preto, São Paulo State, 15054-000, Brazil
| | - Carolina Gismene
- Multiuser Center for Biomolecular Innovation, Universidade Estadual Paulista, São José do Rio Preto, São Paulo State, 15054-000, Brazil
| | - Fernanda Severo Sousa
- Center for Technological Development, Universidade Federal de Pelotas, Pelotas, Rio Grande do Sul State, 96010-900, Brazil
| | - Tiago Collares
- Center for Technological Development, Universidade Federal de Pelotas, Pelotas, Rio Grande do Sul State, 96010-900, Brazil
| | - Fabiana Kommling Seixas
- Center for Technological Development, Universidade Federal de Pelotas, Pelotas, Rio Grande do Sul State, 96010-900, Brazil
| | - Sibele Borsuk
- Center for Technological Development, Universidade Federal de Pelotas, Pelotas, Rio Grande do Sul State, 96010-900, Brazil
| | - Alessandra Estrela-Lima
- Laboratory of Veterinary Pathology, School of Veterinary Medicine and Zootechnics, Universidade Federal da Bahia, Salvador, Bahia State, 40110-100, Brazil
| | - Vasco Azevedo
- Laboratory of Molecular and Cellular Genetics, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais State, 31270-901, Brazil
| | - Roberto Meyer
- Laboratory of Immunology and Molecular Biology, Universidade Federal da Bahia, Avenida Reitor Miguel Calmon s/n, Salvador, Bahia State, 40110-100, Brazil
| | - Ricardo Wagner Portela
- Laboratory of Immunology and Molecular Biology, Universidade Federal da Bahia, Avenida Reitor Miguel Calmon s/n, Salvador, Bahia State, 40110-100, Brazil.
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Purushothaman G, Thiruvenkatam V. High Yield Expression of Recombinant CD151 in E. coli and a Structural Insight into Cholesterol Binding Domain. Mol Biotechnol 2019; 61:905-915. [PMID: 31541430 DOI: 10.1007/s12033-019-00212-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
CD151 is an abundantly expressed eukaryotic transmembrane protein on the cell surface. It is involved in cell adhesion, angiogenesis and signal transduction as well in disease conditions such as cancer and viral infections. However, the molecular mechanism of CD151 activation is poorly understood due to the lack of structural information. By considering the difficulties in expressing the membrane protein in E. coli, herein we introduce the strategic design for the effective expression of recombinant CD151 protein in E. coli with high yield, that would aid for the structural studies. CD151 having four transmembrane domain (TMD's) along with small and a large extracellular loop (LEL) is constructed in parts to enhance the soluble expression of the protein attached with fusion tag. This has led to the high yield of the recombinant CD151 protein in the designed constructs. The recombinant CD151 protein is characterized and confirmed by western blot, CD and Mass peptide fingerprint. The molecular dynamics simulations (MDS) for the full-length CD151 shows conformational changes in the LEL of the protein in the presence and absence of cholesterol and indicate the certainty of closed and open conformation of CD151 based on cholesterol binding. The MDS results have led to the understanding of the possible underlying mechanism for the activation of the CD151 protein.
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Affiliation(s)
- Gayathri Purushothaman
- Discipline of Biological Engineering, Indian Institute of Technology Gandhinagar, Simkheda, Palaj, Gandhinagar, 382355, Gujarat, India
| | - Vijay Thiruvenkatam
- Discipline of Biological Engineering, Indian Institute of Technology Gandhinagar, Simkheda, Palaj, Gandhinagar, 382355, Gujarat, India.
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Meador LR, Kessans SA, Kilbourne J, Kibler KV, Pantaleo G, Roderiguez ME, Blattman JN, Jacobs BL, Mor TS. A heterologous prime-boosting strategy with replicating Vaccinia virus vectors and plant-produced HIV-1 Gag/dgp41 virus-like particles. Virology 2017; 507:242-256. [PMID: 28458036 PMCID: PMC5529300 DOI: 10.1016/j.virol.2017.04.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Revised: 03/24/2017] [Accepted: 04/06/2017] [Indexed: 12/22/2022]
Abstract
Showing modest efficacy, the RV144 HIV-1 vaccine clinical trial utilized a non-replicating canarypox viral vector and a soluble gp120 protein boost. Here we built upon the RV144 strategy by developing a novel combination of a replicating, but highly-attenuated Vaccinia virus vector, NYVAC-KC, and plant-produced HIV-1 virus-like particles (VLPs). Both components contained the full-length Gag and a membrane anchored truncated gp41 presenting the membrane proximal external region with its conserved broadly neutralizing epitopes in the pre-fusion conformation. We tested different prime/boost combinations of these components in mice and showed that the group primed with NYVAC-KC and boosted with both the viral vectors and plant-produced VLPs have the most robust Gag-specific CD8 T cell responses, at 12.7% of CD8 T cells expressing IFN-γ in response to stimulation with five Gag epitopes. The same immunization group elicited the best systemic and mucosal antibody responses to Gag and dgp41 with a bias towards IgG1.
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Affiliation(s)
- Lydia R Meador
- Ira A. Fulton School of Engineering, Arizona State University, Tempe, AZ, USA; Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Sarah A Kessans
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, AZ, USA; School of Life Sciences, Arizona State University, Tempe, AZ, USA
| | - Jacquelyn Kilbourne
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Karen V Kibler
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Giuseppe Pantaleo
- Division of Immunology and Allergy, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland; Swiss Vaccine Research Institute, Lausanne, Switzerland
| | | | - Joseph N Blattman
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, AZ, USA; School of Life Sciences, Arizona State University, Tempe, AZ, USA
| | - Bertram L Jacobs
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, AZ, USA; School of Life Sciences, Arizona State University, Tempe, AZ, USA.
| | - Tsafrir S Mor
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, AZ, USA; School of Life Sciences, Arizona State University, Tempe, AZ, USA.
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6
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Kessans SA, Linhart MD, Meador LR, Kilbourne J, Hogue BG, Fromme P, Matoba N, Mor TS. Immunological Characterization of Plant-Based HIV-1 Gag/Dgp41 Virus-Like Particles. PLoS One 2016; 11:e0151842. [PMID: 26986483 PMCID: PMC4795674 DOI: 10.1371/journal.pone.0151842] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2015] [Accepted: 03/04/2016] [Indexed: 02/08/2023] Open
Abstract
It is widely anticipated that a prophylactic vaccine may be needed to control the HIV/AIDS epidemic worldwide. Despite over two decades of research, a vaccine against HIV-1 remains elusive, although a recent clinical trial has shown promising results. Recent studies have focused on highly conserved domains within HIV-1 such as the membrane proximal external region (MPER) of the envelope glycoprotein, gp41. MPER has been shown to play critical roles in mucosal transmission of HIV-1, though this peptide is poorly immunogenic on its own. Here we provide evidence that plant-produced HIV-1 enveloped virus-like particles (VLPs) consisting of Gag and a deconstructed form of gp41 comprising the MPER, transmembrane, and cytoplasmic domains (Dgp41) provides an effective platform to display MPER for use as an HIV vaccine candidate. Prime-boost strategies combining systemic and mucosal priming with systemic boosting using two different vaccine candidates (VLPs and CTB-MPR--a fusion of MPER and the B-subunit of cholera toxin) were investigated in BALB/c mice. Serum antibody responses against both the Gag and gp41 antigens were elicited when systemically primed with VLPs. These responses could be recalled following systemic boosting with VLPs. In addition, mucosal priming with VLPs allowed for a boosting response against Gag and gp41 when boosted with either candidate. Importantly, the VLPs also induced Gag-specific CD4 and CD8 T-cell responses. This report on the immunogenicity of plant-based Gag/Dgp41 VLPs may represent an important milestone on the road towards a broadly efficacious and inexpensive subunit vaccine against HIV-1.
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Affiliation(s)
- Sarah A. Kessans
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, Arizona, United States of America
| | - Mark D. Linhart
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, Arizona, United States of America
| | - Lydia R. Meador
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, Arizona, United States of America
| | - Jacquelyn Kilbourne
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, Arizona, United States of America
| | - Brenda G. Hogue
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, Arizona, United States of America
- Center for Applied Structural Discovery, The Biodesign Institute, Arizona State University, Tempe, Arizona, United States of America
| | - Petra Fromme
- Center for Applied Structural Discovery, The Biodesign Institute, Arizona State University, Tempe, Arizona, United States of America
- Department of Chemistry and Biochemistry, Arizona State University, Tempe, Arizona, United States of America
| | - Nobuyuki Matoba
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, Arizona, United States of America
| | - Tsafrir S. Mor
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
- Center for Infectious Diseases and Vaccinology, The Biodesign Institute, Arizona State University, Tempe, Arizona, United States of America
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