Page of Epitope Prediction

This tool has been developed to predict IL-13 inducing peptides, where users are allowed to paste or upload file with multiple peptide sequences and each sequence would be the predicted. We have implemented the eXtreme Gradient Boosting (XGB) based model at the back-end, as it has outperformed the other classifiers. For more help please visit Help

Type or paste peptide sequence(s) in single letter code (in FASTA format):

    


OR   Submit sequence file:  
eXtreme Gradient Boosting Probability Threshold:   ❓

Physicochemical Properties to Be Displayed :

 Amphipathicity    Charge    Hydropathicity    Hydrophilicity    Hydrophobicity  
 Molecular weight    Net Hydrogen    pI    Side bulk    Steric hinderance  

==== Reference ====
  1. Jain S., Dhall A., Patiyal S. and Raghava G.P.S. (2022) IL13Pred: A method for predicting immunoregulatory cytokine IL-13 inducing peptides. Computers in Biology and Medicine, 2022: 05297.
  2. Jain S, Dhall A, Patiyal S, Raghava GPS. In Silico Tool for Identification, Designing, and Searching of IL13-Inducing Peptides in Antigens. Methods Mol Biol. 2023;2673:329-338.