Citation
Surendran Nair, Yocyny Nair
(2024)
Identification of Epitope-based vaccine peptides within phatogenic and intermediate Leptospira spp.
Masters thesis, Universiti Putra Malaysia.
Abstract
Leptospira, a spirochete bacterium causing leptospirosis, is a zoonotic disease
transmitted from animals to humans. Its pathophysiological mechanisms remain
largely unknown, and symptoms can range from mild flu-like symptoms to severe, even fatal outcomes. The limitations of commercially available Leptospiral vaccines
pose significant public health challenges, especially in endemic regions. Epitope- based vaccination offers a promising strategy to identify potential peptides for
vaccine development. This research aims to identify potential epitope-based peptides
within pathogenic and intermediate Leptospira species using in silico and in vitro
methodologies. The study inciated by selecting the outer membrane protein LipL46, conserved in 43 pathogenic and 21 intermediate Leptospira serovars. Multiple
sequence alignment of LipL46 revealed nine conserved regions, from which we
selected three peptide sequences: vaccine peptide 1: DGESLGSSLLSKTDAFV, vaccine peptide 2: VSREKAISEWA, and vaccine peptide 3: TENNPIVLKFTG. The
epitope mapping of these vaccine peptide sequences with the B-cell and T-cell
epitopes, considering 90% coverage of major histocompatibility complex (MHC)
class 1 and 2 (30 alleles from MHC class I and 38 alleles from MHC class II alleles)
for T-cell epitopes. For B-cell epitope mapping, we used three algorithms (Bepipred
Liner Epitope Prediction, Chou & Fasman Beta-Turn and Kalplus & Schulz) to
obtain consensus results: vaccine peptide 1 was mapped by all three algorithms, while vaccine peptides 2 and 3 were partially mapped. Although vaccine peptides 2
and 3 were partially mapped, they have strong T-cell epitope potential. Hence, it can
ensure a more comprehensive immune response that engages B-cells and T-cells. To
standardize vaccine peptide length, epitope conservancy extended vaccine peptides 2
and 3 to 15-mers, resulting in vaccine peptide 2 (285 - 300) TQKVSREKAISEWAT
and vaccine peptide 3 (313 - 328) WFNLTENNPIVLKFG. These vaccine peptides
were stable based on physicohemical analysis, with values less than 40. Further
analysis, including immunogenicity, antigenicity, and molecular docking, showed
that vaccine peptide 1 had the lowest immunogenicity score (-0.66657), making it
the most immunogenic vaccine peptide compared to vaccine peptides 2 (0.05899)
and 3 (0.16569). Additionally, vaccine peptide 1 (0.6320) and 3 (0.8643) were
antigenic, while vaccine peptide 2 (0.2689) was non-antigenic. Cytokine prediction
was performed on interleukins 2, 4, 6, 10, and interferon-gamma. The three peptides
induced various cytokines: vaccine peptide 1 triggered IL-6 and IFN-gamma, vaccine peptide 2 induced IL-10 and IFN-gamma, and vaccine peptide 3 induced IL- 2, IL-4 and IFN-gamma. These variations stem from differences in vaccine peptide
binding affinity to MHC molecules and T-cell receptors, leading to distinct immune
responses and cytokine profiles. Docking simulations were performed to verify the
binding affinity between the vaccine peptides and MHC molecules. Therefore, molecular docking was also predicted using three web tools: HDOCK, HPEPDOCK, and DOCKTHOR. The results showed that vaccine peptide 3 had the lowest docking
score compared to the other two vaccine peptides. Hence, these score indicates a strong binding affinity with the docked HLA allelesHuman Leukocyte Antigens
alleles (HLA-A, HLA-B, HLA-DP, HLA-DQ, and HLA-DR). The docking scores
were -200.89 (HLA-A), -186.753 (HLA-B), -225.472 (HLA-DP), -219.22 (HLA-DQ)
and -217.239 (HLA-DR). Following the predicted results, we validated the vaccine
peptides in vitro using 30 serum samples from the Institute for Medical Research
(IMR), comprising 20 positive and ten (10) negative samples. The ELISA assay
revealed that vaccine peptide 1 demonstrated the most promising results, with the
highest absorbance value (0.279) compared to vaccine peptide 2 (0.159) and vaccine
peptide 3 (0.230) at a wavelength of 630 nm. Statistical analysis indicated no
significant difference between the vaccine peptides. This might be due to the low
number of samples tested. Further in vivo studies are crucial to confirm the safety
and efficacy of the vaccine.
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Additional Metadata
| Item Type: |
Thesis
(Masters)
|
| Subject: |
Leptospira |
| Subject: |
Vaccines, Subunit |
| Subject: |
Epitopes, T-Lymphocyte |
| Call Number: |
FPSK (m) 2024 20 |
| Chairman Supervisor: |
Narcisse MS Joseph |
| Divisions: |
Faculty of Medicine and Health Science |
| Keywords: |
Leptospira; LipL46; Conserved region; Epitope; ELISA |
| Sustainable Development Goals (SDGs): |
GOAL 3: Good Health and Well-being |
| Depositing User: |
Pelajar Latihan Industri
|
| Date Deposited: |
07 Jul 2026 08:06 |
| Last Modified: |
07 Jul 2026 08:06 |
| URI: |
http://psasir.upm.edu.my/id/eprint/126468 |
| Statistic Details: |
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