Computational Prediction of B Cell Epitopes from Antigen Sequences [chapter]

Jianzhao Gao, Lukasz Kurgan
2014 Msphere  
Computational identification of B-cell epitopes from antigen chains is a difficult and actively pursued research topic. Efforts towards the development of method for the prediction of linear epitopes span over the last three decades, while only recently several predictors of conformational epitopes were released. We review a comprehensive set of thirteen recent approaches that predict linear and four methods that predict conformational B-cell epitopes from the antigen sequences. We introduce
more » ... eral databases of B-cell epitopes, since the availability of the corresponding data is at the heart of the development and validation of computational predictors. We also offer practical insights concerning the use and availability of these B-cell epitope predictors, and motivate and discuss feature research in this area.
doi:10.1007/978-1-4939-1115-8_11 pmid:25048126 fatcat:lxep5wuwanfgrktm7wjban7aeq