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dc.contributor.authorLutaaya, Festus David
dc.date.accessioned2025-01-07T12:53:37Z
dc.date.available2025-01-07T12:53:37Z
dc.date.issued2024
dc.identifier.urihttp://hdl.handle.net/10570/14348
dc.descriptionA research report submitted to the Directorate of Research and Graduate Training in partial fulfillment of the requirements for the award of the degree of Master of Science in Bioinformatics of Makerere Universityen_US
dc.description.abstractBackground: Bovine babesiosis and anaplasmosis caused by Babesia bovis and Anaplasma marginale respectively pose significant threats to the livestock industry, particularly in regions where both parasites co-exist. Current live vaccines against these two diseases have limitations, including safety risks and the potential introduction of new strains. Methods: This study aimed to explore safer alternatives by use of subunit vaccines by an in silico approach. Three key proteins were targeted which are rhoptry-associated protein 1 (RAP-1) of Babesia bovis, Major Surface Protein 2 (MSP-2) of Anaplasma marginale, and the vitellogenin receptor of their vector tick Rhipicephalus microplus. Consensus sequences of these three proteins were generated to capture the most conserved regions across multiple strains. The B and T cell epitope predictions were performed where several B-cell epitopes demonstrated high antigenicity and surface accessibility. Results: For RAP-1, regions 111-122, 240-255, 294-443, and 543-560 stood out as notable B-cell epitopes, with region 111-122 exhibiting the highest antigenicity. For MSP-2 , though lower in antigenicity, region 161-173 was closest to the threshold. The vitellogenin receptor had several regions, including 35-164 and 529-544, which showed high surface accessibility and immunogenic potential. Physiochemical analysis revealed that RAP-1 epitopes displayed significant variability in molecular weight, pI values, and GRAVY scores, with most regions being hydrophilic. MSP-2 epitopes exhibited a similar trend, with region 501-519 being the most hydrophilic. Most predicted epitopes were nonallergenic and non-toxic, with only a few exceptions in RAP-1 for regions 68-92 and 111-122 as well as the vitellogenin receptor for regions 166-205 and 1247-1279. MHC-I epitopes were predicted across nine BoLA alleles, RAP-1 showed a higher number of binding peptides compared to MSP-2, thus a stronger CD8+ T cell response. Molecular docking results for MSP-2, the peptide AGAFYHKVL from the BoLA-AW10 allele had the highest though predicted as a probable allergen. On the other hand, SAFAGAFYH from BoLA-T5 showed strong binding and was non-allergenic and non-toxic. RAP-1 peptides like AKFFNRFSF showed strong binding across multiple alleles, reinforcing their importance as potential vaccine targets. Conclusion: This study identified conserved, non-toxic, and non-allergenic B and T cell epitopes from the proteins, providing a strong foundation for the development of multi-target subunit vaccines. These peptides could address the co-infections of the parasites and tick control.en_US
dc.description.sponsorshipTIC VAC-Uen_US
dc.language.isoenen_US
dc.publisherMakerere Universityen_US
dc.subjectBabesiosisen_US
dc.subjectAnaplasmosisen_US
dc.subjectBabesia bovisen_US
dc.subjectAnaplasma marginaleen_US
dc.subjectRhipicephalus microplusen_US
dc.subjectVitellogenin receptoren_US
dc.subjectMSP-2en_US
dc.subjectRAP-1en_US
dc.titleIn silico characterization of peptides for major surface protein 2, rhoptry-associated protein 1, and the vitellogenin receptor as potential vaccine candidates against babesiosis and anaplasmosisen_US
dc.typeThesisen_US


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