An overview of bioinformatics tools for epitope prediction: implications on vaccine development

J Biomed Inform. 2015 Feb:53:405-14. doi: 10.1016/j.jbi.2014.11.003. Epub 2014 Nov 10.

Abstract

Exploitation of recombinant DNA and sequencing technologies has led to a new concept in vaccination in which isolated epitopes, capable of stimulating a specific immune response, have been identified and used to achieve advanced vaccine formulations; replacing those constituted by whole pathogen-formulations. In this context, bioinformatics approaches play a critical role on analyzing multiple genomes to select the protective epitopes in silico. It is conceived that cocktails of defined epitopes or chimeric protein arrangements, including the target epitopes, may provide a rationale design capable to elicit convenient humoral or cellular immune responses. This review presents a comprehensive compilation of the most advantageous online immunological software and searchable, in order to facilitate the design and development of vaccines. An outlook on how these tools are supporting vaccine development is presented. HIV and influenza have been taken as examples of promising developments on vaccination against hypervariable viruses. Perspectives in this field are also envisioned.

Keywords: Antigenic determinants; Databases; Hypervariable pathogens; Immunological software; Immunoprotection.

Publication types

  • Research Support, Non-U.S. Gov't
  • Review

MeSH terms

  • Algorithms
  • Computational Biology / methods*
  • Computer Systems
  • DNA / chemistry
  • Epitope Mapping / methods*
  • Epitopes / chemistry
  • Genome
  • HIV Infections / diagnosis
  • Humans
  • Influenza Vaccines / immunology
  • Influenza, Human / diagnosis
  • Influenza, Human / immunology
  • Medical Informatics
  • Proteins / chemistry
  • Recombinant Proteins / chemistry
  • Software
  • T-Lymphocytes / immunology
  • Vaccines / chemistry*

Substances

  • Epitopes
  • Influenza Vaccines
  • Proteins
  • Recombinant Proteins
  • Vaccines
  • DNA