Multi-Epitope Vaccine Design for Leptospirosis via Pan-Genomic Analysis

This dataset comprises a PDF research article detailing the development of a multi-epitope vaccine candidate against Leptospirosis using comparative pan-genomic analysis and reverse vaccinology. The study, authored by Mohd Abdullah, identifies conserved vaccine candidates and designs a construct incorporating B- and T-cell epitopes fused to a TLR4 agonist. The file is 1.3 MB in size and was last updated in March 2026.

Use Cases

• Analyze the identified conserved potential vaccine candidates (PVCs) from the pan-genomic analysis for vaccine target discovery.
• Study the structural validation and immunogenic potential of the multi-epitope vaccine (MEV) construct described in the results.
• Review the experimental evaluation of innate immune responses, including macrophage activation and proinflammatory cytokine production.
• Examine the cross-reactivity data where anti-MEV antibodies agglutinated multiple pathogenic Leptospira serovars.
• Assess the humoral and T-cell response data from mouse immunization trials presented in the discussion.

Strengths

• The research integrates multiple methodologies, including pan-genomic analysis, reverse vaccinology, and experimental immune response evaluation.
• The vaccine construct was experimentally validated for reactivity with hyperimmune and clinical sera, and for in vitro bacterial growth inhibition.
• The dataset is openly available under a CC BY 4.0 license, facilitating reuse and distribution.

Limitations

• The primary data is embedded within a 1.3 MB PDF document, requiring manual extraction for computational analysis.
• The dataset is a single research article, not a structured database with rows and columns for direct machine learning application.
• Sample data, raw experimental results, and columnar data are unavailable, limiting quantitative re-analysis.

Provenance

Source

figshare, authored by Mohd Abdullah.

Collection Method

Research involving comparative pan-genomic analysis, reverse vaccinology, and experimental immunology.

Freshness

Last updated on 2026-03-20.