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Chundru D, Bhattrai S, Timilsina M, Lillehoj H, Sun Z, Ghanem M, Li C. In Silico Design, Optimization, and Evaluation of a Multi-Epitope Vaccine Targeting the Clostridium perfringens Collagen Adhesin Protein. Microorganisms 2025; 13:1147. [PMID: 40431317 PMCID: PMC12113974 DOI: 10.3390/microorganisms13051147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Revised: 04/26/2025] [Accepted: 05/10/2025] [Indexed: 05/29/2025] Open
Abstract
Necrotic enteritis (NE), caused by pathogenic Clostridium perfringens, poses a significant threat to global poultry health, with estimated annual losses exceeding USD 6 billion. The rising incidence of NE has been associated with the reduced use of antibiotic growth promoters, underscoring the urgent need for alternative control measures such as vaccination. Collagen adhesin protein (CNA), a key virulence factor in NE pathogenesis, represents a promising vaccine target. The US Food and Drug Administration has begun phasing out animal testing requirements for biologics and monoclonal antibody drugs. In this study, a computational multi-epitope vaccine (MEV) targeting CNA was designed by integrating predicted Cluster of Differentiation (CD)4+ helper T lymphocyte (Th), CD8+ cytotoxic T lymphocyte (CTL), and B-cell epitopes. Bioinformatics tools were used to identify immunogenic, antigenic, and non-allergenic epitopes assembled into a 115-amino-acid peptide vaccine construct. The candidate demonstrated strong stability and solubility. In silico immune simulation predicted robust immune responses, including elevated IgG and IgM antibody levels, plasma cell proliferation, Th memory formation, and CTL activation, comparable to responses elicited by a full-length CNA. These findings support the potential of the designed peptide as one of the multiple effective NE vaccine components, offering a promising alternative to antibiotic-based approaches in poultry disease management.
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Affiliation(s)
- Dhiraj Chundru
- Department of Veterinary Medicine, Virginia-Maryland College of Veterinary Medicine, Maryland Campus, College Park, MD 20740, USA; (D.C.); (M.T.)
| | - Shailes Bhattrai
- Animal Biosciences and Biotechnology Laboratory, Beltsville Agricultural Research Center, Agricultural Research Service-US Department of Agriculture, Beltsville, MD 20705, USA; (S.B.); (H.L.); (Z.S.)
| | - Madhusudan Timilsina
- Department of Veterinary Medicine, Virginia-Maryland College of Veterinary Medicine, Maryland Campus, College Park, MD 20740, USA; (D.C.); (M.T.)
| | - Hyun Lillehoj
- Animal Biosciences and Biotechnology Laboratory, Beltsville Agricultural Research Center, Agricultural Research Service-US Department of Agriculture, Beltsville, MD 20705, USA; (S.B.); (H.L.); (Z.S.)
| | - Zhifeng Sun
- Animal Biosciences and Biotechnology Laboratory, Beltsville Agricultural Research Center, Agricultural Research Service-US Department of Agriculture, Beltsville, MD 20705, USA; (S.B.); (H.L.); (Z.S.)
| | - Mostafa Ghanem
- Department of Veterinary Medicine, Virginia-Maryland College of Veterinary Medicine, Maryland Campus, College Park, MD 20740, USA; (D.C.); (M.T.)
| | - Charles Li
- Animal Biosciences and Biotechnology Laboratory, Beltsville Agricultural Research Center, Agricultural Research Service-US Department of Agriculture, Beltsville, MD 20705, USA; (S.B.); (H.L.); (Z.S.)
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Adelusi TI, Ogunlana AT, Oyewole MP, Ojo TO, Olaoba OT, Oladipo EK, Akash S, Ibenmoussa S, Bourhia M, Jardan YAB, Sitotaw B. Designing of an innovative conserved multiepitope subunit vaccine targeting SARS-CoV-2 glycoprotein and nucleoprotein through immunoinformatic. Sci Rep 2025; 15:2563. [PMID: 39833186 PMCID: PMC11747174 DOI: 10.1038/s41598-024-72495-9] [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: 11/23/2023] [Accepted: 09/09/2024] [Indexed: 01/22/2025] Open
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has imposed substantial challenges on our society due to the COVID-19 pandemic. This virus relies heavily on its surface glycoprotein (S-glycoprotein) to facilitate attachment, fusion, and entry into host cells. While the nucleoprotein (N) in the ribonucleoprotein core binds to the viral RNA genome. Therefore, our objective is to develop a novel vaccine candidate targeting the dominant T-cell and B-cell epitopes of the immune system. On the S-glycoprotein and nucleoprotein. Employing an immunoinformatic approach, we constructed a vaccine candidate with 13 highly antigenic B-cell epitopes, 19 HTL antigenic epitopes, and 18 CTL epitopes following a rigorous assessment. The multi-epitope construct successfully passed three-fold toxicity, allergenicity, and antigenicity tests, affirming its non-toxic, non-allergenic, and antigenic nature. This demonstrates the potentiality of the vaccine design to trigger an immunological response. Furthermore, the vaccine-ACE-2 receptor complex was tested, confirming its ability to interact with ACE-2's core pocket and induce an immunological response. Additionally, the vaccine's binding prowess for human toll-like receptors (TLR) (1, 3, 4, and 8) was investigated. According to the Ramachandran plot, 77.46% of the construct's amino acid residues fall within a favorable zone, establishing it as a viable vaccine candidate.
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Affiliation(s)
- Temitope Isaac Adelusi
- Computational Biology and Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria.
- Department of Surgery, School of Medicine, University of Connecticut Health, Farmington Ave, Connecticut, 06030, United States of America.
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria.
| | - Abdeen Tunde Ogunlana
- Computational Biology and Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Moyosoluwa Precious Oyewole
- Computational Biology and Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Taiwo Ooreoluwa Ojo
- Computational Biology and Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
| | - Olamide Tosin Olaoba
- Department of Surgery, School of Medicine, University of Connecticut Health, Farmington Ave, Connecticut, 06030, United States of America
| | - Elijah Kolawole Oladipo
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Microbiology, Laboratory of Molecular Biology, Immunology and Bioinformatics, Adeleke University, Osun State, Nigeria
| | - Shopnil Akash
- Computational Biology Research Laboratory, Department of Pharmacy, Daffodil International University, Dhaka, Bangladesh
| | - Samir Ibenmoussa
- Laboratory of Therapeutic and Organic Chemistry, Faculty of Pharmacy, University of Montpellier, 34000, Montpellier, France
| | - Mohammed Bourhia
- Laboratory of Biotechnology and Natural Resources Valorization, Faculty of Sciences, Ibn Zohr University, 80060, Agadir, Morocco
| | - Yousef A Bin Jardan
- Department of Pharmaceutics, College of Pharmacy, King Saud University, P.O. Box 11451, Riyadh, Saudi Arabia
| | - Baye Sitotaw
- Department of Biology, Bahir Dar University, P.O.Box 79, Bahir Dar, Ethiopia.
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Malgwi SA, Adeleke VT, Adeleke MA, Okpeku M. Multi-epitope Based Peptide Vaccine Candidate Against Babesia Infection From Rhoptry-Associated Protein 1 (RAP-1) Antigen Using Immuno-Informatics: An In Silico Approach. Bioinform Biol Insights 2024; 18:11779322241287114. [PMID: 39691583 PMCID: PMC11650595 DOI: 10.1177/11779322241287114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 09/05/2024] [Indexed: 12/19/2024] Open
Abstract
Objective Babesiosis is a significant haemoparasitic infection caused by apicomplexan parasites of the genus Babesia. This infection has continuously threatened cattle farmers owing to its devastating effects on productivity and severe economic implications. Failure to curb the increase of the infection has been attributed to largely ineffective vaccines. This study was designed to develop a potential vaccine candidate. Method Rhoptry-associated protein-1 (RAP-1) was used to identify and design a potential multi-epitope vaccine candidate due to its immunogenic properties through an immunoinformatics approach. Results and conclusions A multi-epitope vaccine comprising 11 CD8+, 17 CD4+, and 3 B-cell epitopes was constructed using the AAY, GPGPG, and KK linkers. Beta-defensin-3 was added as an adjuvant to potentiate the immune response using the EAAK linker. The designed vaccine was computationally predicted to be antigenic (antigenicity scores: 0.6), soluble (solubility index: 0.730), and non-allergenic. The vaccine construct comprises 595 amino acids with a molecular weight of 64 152 kDa, an instability and aliphatic index of 13.89 and 65.82, which confers stability with a Grand average of hydropathicity (GRAVY) value of 0.122, indicating the hydrophobicity of the construct. Europe has the highest combined class population coverage, with a percentage of 96.07%, while Central America has the lowest population coverage, with a value of 22.94%. The DNA sequence of the vaccine construct was optimized and successfully cloned into a pET-28a (+) plasmid vector. Analysis of binding interactions indicated the stability of the complex when docked with Toll-like receptor-2 (TLR-2). The subunit vaccine construct was predicted to induce and boost sufficient host cellular and humoral responses in silico. However, further experimental research and analysis is required to validate the findings. Limitation This study is purely computational, and further experimental validation of these findings through in vivo and in vitro conditions is required.
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Affiliation(s)
- Samson Anjikwi Malgwi
- Discipline of Genetics, School of Life Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Victoria T Adeleke
- Discipline of Chemical Engineering, Mangosuthu University of Technology, Durban, South Africa
| | - Matthew Adekunle Adeleke
- Discipline of Genetics, School of Life Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Moses Okpeku
- Discipline of Genetics, School of Life Sciences, University of KwaZulu-Natal, Durban, South Africa
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Wu S, Wang M, Yang X, Zhao L, Lan Z, Sun S. Research Progress in the Development of Vaccines against Mycoplasma gallisepticum and Mycoplasma synoviae. Microorganisms 2024; 12:1699. [PMID: 39203540 PMCID: PMC11356929 DOI: 10.3390/microorganisms12081699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 08/13/2024] [Accepted: 08/15/2024] [Indexed: 09/03/2024] Open
Abstract
Mycoplasma gallisepticum (MG) and Mycoplasma synoviae (MS) are the primary agents responsible for mycoplasma disease in poultry. MG has been identified as a significant cause of chronic respiratory disease in chickens, while MS has been linked to the development of tenosynovitis, joint swelling and other symptoms in chickens, leading to considerable economic losses for the poultry industry. Unfortunately, there is no specific drug for treatment and vaccination is the most important way to control the disease. There are some different types of vaccines, including live vaccines, inactivated vaccines, sub-unit vaccines and vector vaccines. This paper provides a comprehensive review of the development of vaccines for MG and MS.
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Affiliation(s)
- Shaopeng Wu
- Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, College of Animal Science and Veterinary Medicine, Shandong Agricultural University, Tai’an 271018, China;
| | - Miaoli Wang
- Shandong Provincial Center for Animal Disease Control, Jinan 250010, China; (M.W.); (X.Y.); (L.Z.)
| | - Xiaoxue Yang
- Shandong Provincial Center for Animal Disease Control, Jinan 250010, China; (M.W.); (X.Y.); (L.Z.)
| | - Lu Zhao
- Shandong Provincial Center for Animal Disease Control, Jinan 250010, China; (M.W.); (X.Y.); (L.Z.)
| | - Zouran Lan
- Shandong Provincial Center for Animal Disease Control, Jinan 250010, China; (M.W.); (X.Y.); (L.Z.)
| | - Shuhong Sun
- Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, College of Animal Science and Veterinary Medicine, Shandong Agricultural University, Tai’an 271018, China;
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5
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Oladipo EK, Ojo TO, Elegbeleye OE, Bolaji OQ, Oyewole MP, Ogunlana AT, Olalekan EO, Abiodun B, Adediran DA, Obideyi OA, Olufemi SE, Salamatullah AM, Bourhia M, Younous YA, Adelusi TI. Exploring the nuclear proteins, viral capsid protein, and early antigen protein using immunoinformatic and molecular modeling approaches to design a vaccine candidate against Epstein Barr virus. Sci Rep 2024; 14:16798. [PMID: 39039173 PMCID: PMC11263613 DOI: 10.1038/s41598-024-66828-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 07/04/2024] [Indexed: 07/24/2024] Open
Abstract
The available Epstein Barr virus vaccine has tirelessly harnessed the gp350 glycoprotein as its target epitope, but the result has not been preventive. Right here, we designed a global multi-epitope vaccine for EBV; with special attention to making sure all strains and preventive antigens are covered. Using a robust computational vaccine design approach, our proposed vaccine is armed with 6-16 mers linear B-cell epitopes, 4-9 mer CTL epitopes, and 8-15 mer HTL epitopes which are verified to induce interleukin 4, 10 & IFN-gamma. We employed deep computational mining coupled with expert intelligence in designing the vaccine, using human Beta defensin-3-which has been reported to induce the same TLRs as EBV-as the adjuvant. The tendency of the vaccine to cause autoimmune disorder is quenched by the assurance that the construct contains no EBNA-1 homolog. The protein vaccine construct exhibited excellent physicochemical attributes such as Aliphatic index 59.55 and GRAVY - 0.710; and a ProsaWeb Z score of - 3.04. Further computational analysis revealed the vaccine docked favorably with EBV indicted TLR 1, 2, 4 & 9 with satisfactory interaction patterns. With global coverage of 85.75% and the stable molecular dynamics result obtained for the best two interactions, we are optimistic that our nontoxic, non-allergenic multi-epitope vaccine will help to ameliorate the EBV-associated diseases-which include various malignancies, tumors, and cancers-preventively.
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Affiliation(s)
- Elijah Kolawole Oladipo
- Division of Vaccine Design and Development, Helix Biogen Institute, Ogbomoso, 210214, Nigeria
- Department of Microbiology, Laboratory of Molecular Biology, Immunology and Bioinformatics, Adeleke University, Ede, 232104, Nigeria
| | - Taiwo Ooreoluwa Ojo
- Division of Vaccine Design and Development, Helix Biogen Institute, Ogbomoso, 210214, Nigeria
- Computational Biology and Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, (LAUTECH), Ogbomoso, 210214, Nigeria
| | - Oluwabamise Emmanuel Elegbeleye
- Computational Biology and Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, (LAUTECH), Ogbomoso, 210214, Nigeria
| | - Olawale Quadri Bolaji
- Computational Biology and Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, (LAUTECH), Ogbomoso, 210214, Nigeria
| | - Moyosoluwa Precious Oyewole
- Division of Vaccine Design and Development, Helix Biogen Institute, Ogbomoso, 210214, Nigeria
- Department of Biochemistry, Bowen University, Iwo, 232101, Nigeria
| | - Abdeen Tunde Ogunlana
- Institute of Advanced Medical Research and Training (IAMRAT), College of Medicine, University of Ibadan, Ibadan, 200005, Nigeria
| | - Emmanuel Obanijesu Olalekan
- Computational Biology and Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, (LAUTECH), Ogbomoso, 210214, Nigeria
| | - Bamidele Abiodun
- Computational Biology and Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, (LAUTECH), Ogbomoso, 210214, Nigeria
| | - Daniel Adewole Adediran
- Division of Vaccine Design and Development, Helix Biogen Institute, Ogbomoso, 210214, Nigeria
| | | | - Seun Elijah Olufemi
- Division of Vaccine Design and Development, Helix Biogen Institute, Ogbomoso, 210214, Nigeria
| | - Ahmad Mohammad Salamatullah
- Department of Food Science and Nutrition, College of Food and Agricultural Sciences, King Saud University, 11, P.O. Box 2460, 11451, Riyadh, Saudi Arabia
| | - Mohammed Bourhia
- Laboratory of Therapeutic and Organic Chemistry, Faculty of Pharmacy, University of Montpellier, Montpellier, 34000, France
| | | | - Temitope Isaac Adelusi
- Computational Biology and Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, (LAUTECH), Ogbomoso, 210214, Nigeria.
- Department of Surgery, School of Medicine, University of Connecticut Health, Farmington Ave, Farmington, CT, 06030, USA.
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Liu C, Wei H, Liang R, Wang Y, Su X, Tu T, Luo H, Yao B, Ding J, Tang X, Huang H, Zhang H. Recombinant production of SAG1 fused with xylanase in Pichia pastoris induced higher protective immunity against Eimeria tenella infection in chicken. Microb Biotechnol 2024; 17:e14447. [PMID: 38478376 PMCID: PMC10936739 DOI: 10.1111/1751-7915.14447] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 02/21/2024] [Accepted: 03/01/2024] [Indexed: 10/17/2024] Open
Abstract
Chicken coccidiosis is an intestinal disease caused by the parasite Eimeria, which severely damages the growth of chickens and causes significant economic losses in the poultry industry. Improvement of the immune protective effect of antigens to develop high efficiency subunit vaccines is one of the hotspots in coccidiosis research. Sporozoite-specific surface antigen 1 (SAG1) of Eimeria tenella (E. tenella) is a well-known protective antigen and is one of the main target antigens for the development of subunit, DNA and vector vaccines. However, the production and immunoprotective effects of SAG1 need to be further improved. Here, we report that both SAG1 from E. tenella and its fusion protein with the xylanase XynCDBFV-SAG1 are recombinant expressed and produced in Pichia pastoris (P. pastoris). The substantial expression quantity of fusion protein XynCDBFV-SAG1 is achieved through fermentation in a 15-L bioreactor, reaching up to about 2 g/L. Moreover, chickens immunized with the fusion protein induced higher protective immunity as evidenced by a significant reduction in the shedding of oocysts after E. tenella challenge infection compared with immunized with recombinant SAG1. Our results indicate that the xylanase enhances the immunogenicity of subunit antigens and has the potential for developing novel molecular adjuvants. The high expression level of fusion protein XynCDBFV-SAG1 in P. pastoris holds promise for the development of effective recombinant anti-coccidial subunit vaccine.
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Affiliation(s)
- Chen Liu
- State Key Laboratory of Animal Nutrition and FeedingInstitute of Animal Sciences, Chinese Academy of Agricultural SciencesBeijingChina
| | - HanBing Wei
- State Key Laboratory of Animal Nutrition and FeedingInstitute of Animal Sciences, Chinese Academy of Agricultural SciencesBeijingChina
| | - Ruiying Liang
- Key Laboratory of Animal Biosafety Risk Prevention and Control (North) of MARAInstitute of Animal Sciences, Chinese Academy of Agricultural SciencesBeijingChina
| | - Yuan Wang
- State Key Laboratory of Animal Nutrition and FeedingInstitute of Animal Sciences, Chinese Academy of Agricultural SciencesBeijingChina
| | - Xiaoyun Su
- State Key Laboratory of Animal Nutrition and FeedingInstitute of Animal Sciences, Chinese Academy of Agricultural SciencesBeijingChina
| | - Tao Tu
- State Key Laboratory of Animal Nutrition and FeedingInstitute of Animal Sciences, Chinese Academy of Agricultural SciencesBeijingChina
| | - Huiying Luo
- State Key Laboratory of Animal Nutrition and FeedingInstitute of Animal Sciences, Chinese Academy of Agricultural SciencesBeijingChina
| | - Bin Yao
- State Key Laboratory of Animal Nutrition and FeedingInstitute of Animal Sciences, Chinese Academy of Agricultural SciencesBeijingChina
| | - Jiabo Ding
- Key Laboratory of Animal Biosafety Risk Prevention and Control (North) of MARAInstitute of Animal Sciences, Chinese Academy of Agricultural SciencesBeijingChina
| | - Xinming Tang
- Key Laboratory of Animal Biosafety Risk Prevention and Control (North) of MARAInstitute of Animal Sciences, Chinese Academy of Agricultural SciencesBeijingChina
| | - Huoqing Huang
- State Key Laboratory of Animal Nutrition and FeedingInstitute of Animal Sciences, Chinese Academy of Agricultural SciencesBeijingChina
| | - Honglian Zhang
- State Key Laboratory of Animal Nutrition and FeedingInstitute of Animal Sciences, Chinese Academy of Agricultural SciencesBeijingChina
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Mugunthan SP, Venkatesan D, Govindasamy C, Selvaraj D, Mani Chandra H. A preliminary study of the immunogenic response of plant-derived multi-epitopic peptide vaccine candidate of Mycoplasma gallisepticum in chickens. FRONTIERS IN PLANT SCIENCE 2024; 14:1298880. [PMID: 38322423 PMCID: PMC10846684 DOI: 10.3389/fpls.2023.1298880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 12/28/2023] [Indexed: 02/08/2024]
Abstract
Mycoplasma gallisepticum (MG) is responsible for chronic respiratory disease in avian species, characterized by symptoms like respiratory rales and coughing. Existing vaccines for MG have limited efficacy and require multiple doses. Certain MG cytoadherence proteins (GapA, CrmA, PlpA, and Hlp3) play a crucial role in the pathogen's respiratory tract colonization and infection. Plant-based proteins and therapeutics have gained attention due to their safety and efficiency. In this study, we designed a 21.4-kDa multi-epitope peptide vaccine (MEPV) using immunogenic segments from cytoadherence proteins. The MEPV's effectiveness was verified through computational simulations. We then cloned the MEPV, introduced it into the plant expression vector pSiM24-eGFP, and expressed it in Nicotiana benthamiana leaves. The plant-produced MEPV proved to be immunogenic when administered intramuscularly to chickens. It significantly boosted the production of immunoglobulin Y (IgY)-neutralizing antibodies against cytoadherence protein epitopes in immunized chickens compared to that in the control group. This preliminary investigation demonstrates that the plant-derived MEPV is effective in triggering an immune response in chickens. To establish an efficient poultry health management system and ensure the sustainability of the poultry industry, further research is needed to develop avian vaccines using plant biotechnology.
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Affiliation(s)
| | | | - Chandramohan Govindasamy
- Department of Community Health Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Dhivya Selvaraj
- Artificial Intelligence Laboratory, School of Computer Information and Communication Engineering, Kunsan National University, Gunsan, Republic of Korea
| | - Harish Mani Chandra
- Department of Biotechnology, Thiruvalluvar University, Vellore, Tamil Nadu, India
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Rabienia M, Mortazavidehkordi N, Roudbari Z, Daneshi R, Abdollahi A, Yousefian Langeroudi M, Behmard E, Farjadfar A. Designing of a new multi-epitope vaccine against Leishmania major using Leish-F1 epitopes: An In-silico study. PLoS One 2024; 19:e0295495. [PMID: 38165973 PMCID: PMC10760699 DOI: 10.1371/journal.pone.0295495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 11/23/2023] [Indexed: 01/04/2024] Open
Abstract
Cutaneous leishmaniasis (CL) is the most common form of the disease which can cause malignant lesions on the skin. Vaccination for the prevention and treatment of leishmaniasis can be the most effective way to combat this disease. In this study, we designed a novel multi-epitope vaccine against Leishmania major (L. major) using immunoinformatics tools to assess its efficacy in silico. Sequences of Leish-F1 protein (TSA, Leif, and LMSTI1) of L. major were taken from GenBank. The helper T (Th) and cytotoxic T (Tc) epitopes of the protein were predicted. The final multi-epitope consisted of 18 CTL epitopes joined by AAY linker. There were also nine HTL epitopes in the structure of the vaccine construct, joined by GPGPG linker. The profilin adjuvant (the toll-like receptor 11 agonist) was also added into the construct by AAY Linker. There were 613 residues in the structure of the vaccine construct. The multi-epitope vaccine candidate was stable and non-allergic. The data obtained from the binding of final multi-epitope vaccine-TLR11 residues (band lengths and weighted scores) unveiled the ligand and the receptor high score of binding affinity. Moreover, in silico assessment of the vaccine construct cloning achieved its suitable expression in E. coli host. Based on these results, the current multi-epitope vaccine prevents L. major infection in silico, while further confirmatory assessments are required.
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Affiliation(s)
- Mahsa Rabienia
- Department of Medical Biotechnology, Fasa University of Medical Sciences, Fasa, Iran
| | | | - Zahra Roudbari
- Department of Animal Science, Faculty of Agriculture, University of Jiroft, Jiroft, Iran
| | - Rasoul Daneshi
- Department of Medical Biotechnology, Fasa University of Medical Sciences, Fasa, Iran
| | - Abbas Abdollahi
- Department of Medical Microbiology, Fasa University of Medical Sciences, Fasa, Iran
| | | | - Esmaeil Behmard
- School of Advanced Technologies in Medicine, Fasa University of Medical Sciences, Fasa, Iran
| | - Akbar Farjadfar
- Department of Medical Biotechnology, Fasa University of Medical Sciences, Fasa, Iran
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9
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Oladipo EK, Ojo TO, Olufemi SE, Irewolede BA, Adediran DA, Abiala AG, Hezekiah OS, Idowu AF, Oladeji YG, Ikuomola MO, Olayinka AT, Akanbi GO, Idowu UA, Olubodun OA, Odunlami FD, Ogunniran JA, Akinro OP, Adegoke HM, Folakanmi EO, Usman TA, Oladokun EF, Oluwasanya GJ, Awobiyi HO, Oluwasegun JA, Akintibubo SA, Jimah EM. Proteome based analysis of circulating SARS-CoV-2 variants: approach to a universal vaccine candidate. Genes Genomics 2023; 45:1489-1508. [PMID: 37548884 DOI: 10.1007/s13258-023-01426-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Accepted: 07/09/2023] [Indexed: 08/08/2023]
Abstract
The discovery of the first infectious variant in Wuhan, China, in December 2019, has posed concerns over global health due to the spread of COVID-19 and subsequent variants. While the majority of patients experience flu-like symptoms such as cold and fever, a small percentage, particularly those with compromised immune systems, progress from mild illness to fatality. COVID-19 is caused by a RNA virus known as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Our approach involved utilizing immunoinformatic to identify vaccine candidates with multiple epitopes and ligand-binding regions in reported SARS-CoV-2 variants. Through analysis of the spike glycoprotein, we identified dominant epitopes for T-cells and B-cells, resulting in a vaccine construct containing two helper T-cell epitopes, six cytotoxic T-cell epitopes, and four linear B-cell epitopes. Prior to conjugation with adjuvants and linkers, all epitopes were evaluated for antigenicity, toxicity, and allergenicity. Additionally, we assessed the vaccine Toll-Like Receptors complex (2, 3, and 4). The vaccine construct demonstrated antigenicity, non-toxicity, and non-allergenicity, thereby enabling the host to generate antibodies with favorable physicochemical characteristics. Furthermore, the 3D structure of the B-cell construct exhibited a ProSA-web z-score plot with a value of -1.71, indicating the reliability of the designed structure. The Ramachandran plot analysis revealed that 99.6% of the amino acid residues in the vaccine subunit were located in the high favored observation region, further establishing its strong candidacy as a vaccination option.
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Affiliation(s)
- Elijah Kolawole Oladipo
- Department of Microbiology, Laboratory of Molecular Biology, Immunology and Informatics, Adeleke University, Ede, Osun State, Nigeria.
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria.
| | - Taiwo Ooreoluwa Ojo
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Seun Elijah Olufemi
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | | | - Daniel Adewole Adediran
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Asegunloluwa Grace Abiala
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Physiology, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Oluwaseun Samuel Hezekiah
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Physiology, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Akindele Felix Idowu
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Yinmi Gabriel Oladeji
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Microbiology, Obafemi Awolowo University, Ile Ife, Osun State, Nigeria
| | - Mary Omotoyinbo Ikuomola
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Physiology, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Adenike Titilayo Olayinka
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Medical Microbiology and Parasitology, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Gideon Oluwamayowa Akanbi
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Pure and Applied Biology, Microbiology Unit, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Usman Abiodun Idowu
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Pure and Applied Biology, Microbiology Unit, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Odunola Abimbola Olubodun
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Physiology, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Folusho Daniel Odunlami
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Physiology, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - James Akinwumi Ogunniran
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Medical Microbiology and Parasitology, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Omodamola Paulina Akinro
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Pure and Applied Biology, Microbiology Unit, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Hadijat Motunrayo Adegoke
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Computational Biophysical Chemistry Laboratory, Department of Pure and Applied Chemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Elizabeth Oluwatoyin Folakanmi
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Physiology, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | | | - Elizabeth Folakemi Oladokun
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Pure and Applied Biology, Microbiology Unit, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | | | | | - Jerry Ayobami Oluwasegun
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Physiology, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Samuel Adebowale Akintibubo
- Genomics Unit, Helix Biogen Institute, Ogbomoso, Oyo State, Nigeria
- Department of Pure and Applied Biology, Microbiology Unit, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
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10
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Ishwarlall TZ, Adeleke VT, Maharaj L, Okpeku M, Adeniyi AA, Adeleke MA. Multi-epitope vaccine candidates based on mycobacterial membrane protein large (MmpL) proteins against Mycobacterium ulcerans. Open Biol 2023; 13:230330. [PMID: 37935359 PMCID: PMC10645115 DOI: 10.1098/rsob.230330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 09/26/2023] [Indexed: 11/09/2023] Open
Abstract
Buruli ulcer (BU) is a neglected tropical disease. It is caused by the bacterium Mycobacterium ulcerans and is characterized by skin lesions. Several studies were performed testing the Bacillus Calmette-Guérin (BCG) vaccine in human and animal models and M. ulcerans-specific vaccines in animal models. However, there are currently no clinically accepted vaccines to prevent M. ulcerans infection. The aim of this study was to identify T-cell and B-cell epitopes from the mycobacterial membrane protein large (MmpL) proteins of M. ulcerans. These epitopes were analysed for properties including antigenicity, immunogenicity, non-allergenicity, non-toxicity, population coverage and the potential to induce cytokines. The final 8 CD8+, 12 CD4+ T-cell and 5 B-cell epitopes were antigenic, non-allergenic and non-toxic. The estimated global population coverage of the CD8+ and CD4+ epitopes was 97.71%. These epitopes were used to construct five multi-epitope vaccine constructs with different adjuvants and linker combinations. The constructs underwent further structural analyses and refinement. The constructs were then docked with Toll-like receptors. Three of the successfully docked complexes were structurally analysed. Two of the docked complexes successfully underwent molecular dynamics simulations (MDS) and post-MDS analysis. The complexes generated were found to be stable. However, experimental validation of the complexes is required.
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Affiliation(s)
- Tamara Z. Ishwarlall
- Discipline of Genetics, School of Life Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Victoria T. Adeleke
- Department of Chemical Engineering, Mangosuthu University of Technology, Umlazi, Durban, South Africa
| | - Leah Maharaj
- Discipline of Genetics, School of Life Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Moses Okpeku
- Discipline of Genetics, School of Life Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Adebayo A. Adeniyi
- Department of Chemistry, Faculty of Natural and Agricultural Sciences, University of the Free State, Bloemfontein, South Africa
- Department of Industrial Chemistry, Federal University Oye Ekiti, Ekiti State, Nigeria
| | - Matthew A. Adeleke
- Discipline of Genetics, School of Life Sciences, University of KwaZulu-Natal, Durban, South Africa
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11
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Mishra SK, Priya P, Rai GP, Haque R, Shanker A. Coevolution based immunoinformatics approach considering variability of epitopes to combat different strains: A case study using spike protein of SARS-CoV-2. Comput Biol Med 2023; 163:107233. [PMID: 37422941 DOI: 10.1016/j.compbiomed.2023.107233] [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: 12/07/2022] [Revised: 06/03/2023] [Accepted: 07/01/2023] [Indexed: 07/11/2023]
Abstract
In the recent past several vaccines were developed to combat the COVID-19 disease. Unfortunately, the protective efficacy of the current vaccines has been reduced due to the high mutation rate in SARS-CoV-2. Here, we successfully implemented a coevolution based immunoinformatics approach to design an epitope-based peptide vaccine considering variability in spike protein of SARS-CoV-2. The spike glycoprotein was investigated for B- and T-cell epitope prediction. Identified T-cell epitopes were mapped on previously reported coevolving amino acids in the spike protein to introduce mutation. The non-mutated and mutated vaccine components were constructed by selecting epitopes showing overlapping with the predicted B-cell epitopes and highest antigenicity. Selected epitopes were linked with the help of a linker to construct a single vaccine component. Non-mutated and mutated vaccine component sequences were modelled and validated. The in-silico expression level of the vaccine constructs (non-mutated and mutated) in E. coli K12 shows promising results. The molecular docking analysis of vaccine components with toll-like receptor 5 (TLR5) demonstrated strong binding affinity. The time series calculations including root mean square deviation (RMSD), radius of gyration (RGYR), and energy of the system over 100 ns trajectory obtained from all atom molecular dynamics simulation showed stability of the system. The combined coevolutionary and immunoinformatics approach used in this study will certainly help to design an effective peptide vaccine that may work against different strains of SARS-CoV-2. Moreover, the strategy used in this study can be implemented on other pathogens.
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Affiliation(s)
- Saurav Kumar Mishra
- Department of Bioinformatics, Central University of South Bihar, Gaya, Bihar, India
| | - Prerna Priya
- Department of Botany, Purnea Mahila College, Purnia, Bihar, India
| | - Gyan Prakash Rai
- Department of Bioinformatics, Central University of South Bihar, Gaya, Bihar, India
| | - Rizwanul Haque
- Department of Biotechnology, Central University of South Bihar, Gaya, Bihar, India
| | - Asheesh Shanker
- Department of Bioinformatics, Central University of South Bihar, Gaya, Bihar, India.
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12
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Mugunthan SP, Kannan G, Chandra HM, Paital B. Infection, Transmission, Pathogenesis and Vaccine Development against Mycoplasma gallisepticum. Vaccines (Basel) 2023; 11:vaccines11020469. [PMID: 36851345 PMCID: PMC9967393 DOI: 10.3390/vaccines11020469] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 02/12/2023] [Accepted: 02/13/2023] [Indexed: 02/22/2023] Open
Abstract
Mycoplasma sp. comprises cell wall-less bacteria with reduced genome size and can infect mammals, reptiles, birds, and plants. Avian mycoplasmosis, particularly in chickens, is primarily caused by Mycoplasma gallisepticum (MG) and Mycoplasma synoviae. It causes infection and pathology mainly in the respiratory, reproductive, and musculoskeletal systems. MG is the most widely distributed pathogenic avian mycoplasma with a wide range of host susceptibility and virulence. MG is transmitted both by horizontal and vertical routes. MG infection induces innate, cellular, mucosal, and adaptive immune responses in the host. Macrophages aid in phagocytosis and clearance, and B and T cells play critical roles in the clearance and prevention of MG. The virulent factors of MG are adhesion proteins, lipoproteins, heat shock proteins, and antigenic variation proteins, all of which play pivotal roles in host cell entry and pathogenesis. Prevention of MG relies on farm and flock biosecurity, management strategies, early diagnosis, use of antimicrobials, and vaccination. This review summarizes the vital pathogenic mechanisms underlying MG infection and recapitulates the virulence factors of MG-host cell adhesion, antigenic variation, nutrient transport, and immune evasion. The review also highlights the limitations of current vaccines and the development of innovative future vaccines against MG.
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Affiliation(s)
| | - Ganapathy Kannan
- Institute of Infection, Veterinary & Ecology Sciences (IVES), University of Liverpool, Neston, Cheshire CH64 7TE, UK
| | - Harish Mani Chandra
- Department of Biotechnology, Thiruvalluvar University, Vellore 632115, India
- Correspondence: (H.M.C.); (B.P.)
| | - Biswaranjan Paital
- Redox Regulation Laboratory, Department of Zoology, College of Basic Science and Humanities, Odisha University of Agriculture and Technology, Bhubaneswar 751003, India
- Correspondence: (H.M.C.); (B.P.)
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13
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Ishwarlall TZ, Adeleke VT, Maharaj L, Okpeku M, Adeniyi AA, Adeleke MA. Identification of potential candidate vaccines against Mycobacterium ulcerans based on the major facilitator superfamily transporter protein. Front Immunol 2022; 13:1023558. [PMID: 36426350 PMCID: PMC9679648 DOI: 10.3389/fimmu.2022.1023558] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 10/19/2022] [Indexed: 11/09/2023] Open
Abstract
Buruli ulcer is a neglected tropical disease that is characterized by non-fatal lesion development. The causative agent is Mycobacterium ulcerans (M. ulcerans). There are no known vectors or transmission methods, preventing the development of control methods. There are effective diagnostic techniques and treatment routines; however, several socioeconomic factors may limit patients' abilities to receive these treatments. The Bacillus Calmette-Guérin vaccine developed against tuberculosis has shown limited efficacy, and no conventionally designed vaccines have passed clinical trials. This study aimed to generate a multi-epitope vaccine against M. ulcerans from the major facilitator superfamily transporter protein using an immunoinformatics approach. Twelve M. ulcerans genome assemblies were analyzed, resulting in the identification of 11 CD8+ and 7 CD4+ T-cell epitopes and 2 B-cell epitopes. These conserved epitopes were computationally predicted to be antigenic, immunogenic, non-allergenic, and non-toxic. The CD4+ T-cell epitopes were capable of inducing interferon-gamma and interleukin-4. They successfully bound to their respective human leukocyte antigens alleles in in silico docking studies. The expected global population coverage of the T-cell epitopes and their restricted human leukocyte antigens alleles was 99.90%. The population coverage of endemic regions ranged from 99.99% (Papua New Guinea) to 21.81% (Liberia). Two vaccine constructs were generated using the Toll-like receptors 2 and 4 agonists, LprG and RpfE, respectively. Both constructs were antigenic, non-allergenic, non-toxic, thermostable, basic, and hydrophilic. The DNA sequences of the vaccine constructs underwent optimization and were successfully in-silico cloned with the pET-28a(+) plasmid. The vaccine constructs were successfully docked to their respective toll-like receptors. Molecular dynamics simulations were carried out to analyze the binding interactions within the complex. The generated binding energies indicate the stability of both complexes. The constructs generated in this study display severable favorable properties, with construct one displaying a greater range of favorable properties. However, further analysis and laboratory validation are required.
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Affiliation(s)
- Tamara Z. Ishwarlall
- Discipline of Genetics, School of Life Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Victoria T. Adeleke
- Department of Chemical Engineering, Mangosuthu University of Technology, Durban, South Africa
| | - Leah Maharaj
- Discipline of Genetics, School of Life Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Moses Okpeku
- Discipline of Genetics, School of Life Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Adebayo A. Adeniyi
- Department of Chemistry, Faculty of Natural and Agricultural Sciences, University of the Free State, Bloemfontein, South Africa
- Department of Industrial Chemistry, Federal University Oye Ekiti, Oye-Ekiti, Ekiti State, Nigeria
| | - Matthew A. Adeleke
- Discipline of Genetics, School of Life Sciences, University of KwaZulu-Natal, Durban, South Africa
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14
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Zaheer T, Abbas RZ, Imran M, Abbas A, Butt A, Aslam S, Ahmad J. Vaccines against chicken coccidiosis with particular reference to previous decade: progress, challenges, and opportunities. Parasitol Res 2022; 121:2749-2763. [PMID: 35925452 PMCID: PMC9362588 DOI: 10.1007/s00436-022-07612-6] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Accepted: 07/24/2022] [Indexed: 11/29/2022]
Abstract
Chicken coccidiosis is an economically significant disease of commercial chicken industry accounting for losses of more than £10.4 billion (according to 2016 prices). Additionally, the costs incurred in prophylaxis and therapeutics against chicken coccidiosis in developing countries (for instance Pakistan according to 2018 prices) reached US $45,000.00 while production losses for various categories of chicken ranges 104.74 to US $2,750,779.00. The infection has been reported from all types of commercial chickens (broiler, layer, breeder) having a range of reported prevalence of 7-90%. The concern of resistance towards major anticoccidials has provided a way forward to vaccine research and development. For prophylaxis of chicken coccidiosis, live virulent, attenuated, ionophore tolerant strains and recombinant vaccines have been extensively trialed and commercialized. Eimeria antigens and novel vaccine adjuvants have elicited the protective efficacy against coccidial challenge. The cost of production and achieving robust immune responses in birds are major challenges for commercial vaccine production. In the future, research should be focused on the development of multivalent anticoccidial vaccines for commercial poultry. Efforts should also be made on the discovery of novel antigens for incorporation into vaccine designs which might be more effective against multiple Eimeria species. This review presents a recap to the overall progress against chicken Eimeria with particular reference to previous decade. The article presents critical analysis of potential areas for future research in chicken Eimeria vaccine development.
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Affiliation(s)
- Tean Zaheer
- Department of Parasitology, University of Agriculture, Faisalabad, Pakistan
| | - Rao Zahid Abbas
- Department of Parasitology, University of Agriculture, Faisalabad, Pakistan.
| | - Muhammad Imran
- Department of Parasitology, University of Agriculture, Faisalabad, Pakistan
| | - Asghar Abbas
- Faculty of Veterinary Science, Muhammad Nawaz Shareef University of Agriculture Multan, Multan, Pakistan
| | - Ali Butt
- Department of Parasitology, University of Agriculture, Faisalabad, Pakistan
| | - Sarfraz Aslam
- Institute of Physiology, Pharmacology and Pharmaceutics, University of Agriculture, Faisalabad, Pakistan
| | - Jameel Ahmad
- Institute of Physiology, Pharmacology and Pharmaceutics, University of Agriculture, Faisalabad, Pakistan
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15
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Devi SS, Kardam V, Dubey KD, Dwivedi M. Deciphering the immunogenic T-cell epitopes from spike protein of SARS-CoV-2 concerning the diverse population of India. J Biomol Struct Dyn 2022; 41:2713-2732. [PMID: 35132938 DOI: 10.1080/07391102.2022.2037462] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Scientists are rigorously looking for an efficient vaccine against the current pandemic due to the SARS-CoV-2 virus. The reverse vaccinology approach may provide us with significant therapeutic leads in this direction and further determination of T-cell/B-cell response to antigen. In the present study, we conducted a population coverage analysis referring to the diverse Indian population. From the Immune epitope database (IEDB), HLA- distribution analysis was performed to find the most promiscuous T-cell epitope out of In silico determined epitope of Spike protein from SARS-CoV-2. Epitopes were selected based on their binding affinity with the maximum number of HLA alleles belonging to the highest population coverage rate values for the chosen geographical area in India. 404 cleavage sites within the 1288 amino acids sequence of spike glycoprotein were determined by NetChop proteasomal cleavage prediction suggesting the presence of adequate sites in the protein sequence for cleaving into appropriate epitopes. For population coverage analysis, 179 selected epitopes present the projected population coverage up to 97.45% with 56.16 average hit and 15.07 pc90. 54 epitopes are found with the highest coverage among the Indian population and highly conserved within the given spike RBD domain sequence. Among all the predicted epitopes, 9-mer TRFASVYAW and RFDNPVLPF along with 12-mer LLAGTITSGWTF and VSQPFLMDLEGK epitopes are observed as the best due to their decent docking score and best binding affinity to corresponding HLA alleles during MD simulations. Outcomes from this study could be critical to design a vaccine against SARS-CoV-2 for a different set of populations within the country.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
| | - Vandana Kardam
- Department of Chemistry, Shiv Nadar University, Greater Noida, India
| | | | - Manish Dwivedi
- Amity Institute of Biotechnology, Amity University Uttar Pradesh, Lucknow, India
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