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A High Throughput MHC II Binding Assay for Quantitative Analysis of Peptide Epitopes
Published on: March 25, 2014
Fish isoallergens and variants: database compilation, in silico allergenicity prediction challenges, and
Vachiranee Limviphuvadh1, Thimo Ruethers1,2,3,4, Minh N Nguyen5
1Biomolecular Sequence To Function Division (BSFD), Bioinformatics Institute (BII), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
This study compiles fish allergens, revealing key variants and improving prediction tools for fish allergy. Optimized thresholds enhance accuracy in identifying allergenic fish proteins.
Area of Science:
- Immunology
- Bioinformatics
- Food Allergy Research
Background:
- Fish allergy is a significant health concern, complicated by diverse protein isoforms and species-specific allergenicity.
- Accurate identification of allergenic fish proteins is crucial for managing food allergies.
Purpose of the Study:
- To systematically compile fish isoallergen and variant entries linked to allergic reactions.
- To evaluate the effectiveness of *in silico* tools for predicting fish allergenicity.
- To develop optimized thresholds for allergenicity prediction using epitope mapping and phylogenetic analysis.
Main Methods:
- Compiled fish isoallergen data from four major allergen databases.
- Assessed the sensitivity of five *in silico* prediction tools.
- Performed epitope mapping and phylogenetic analysis on parvalbumin, integrating B-cell epitope data.
Main Results:
- Identified 79 unique fish isoallergen and variant entries from 34 species.
- AllerCatPro 2.0 demonstrated the highest sensitivity (97.5%) among tested tools.
- Developed optimized thresholds for parvalbumin allergenicity prediction with 96% accuracy.
Conclusions:
- Systematic compilation of fish allergens and integration of epitope data enhance understanding of fish allergy.
- Optimized prediction thresholds improve the accuracy of allergenicity assessment tools.
- The developed methodology can be applied to other protein families for future allergenicity studies.
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