A guide to current methodology and usage of reverse vaccinology towards in silico vaccine discovery

FEMS Microbiol Rev. 2023 Mar 10;47(2):fuad004. doi: 10.1093/femsre/fuad004.

Abstract

Reverse vaccinology (RV) was described at its inception in 2000 as an in silico process that starts from the genomic sequence of the pathogen and ends with a list of potential protein and/or peptide candidates to be experimentally validated for vaccine development. Twenty-two years later, this process has evolved from a few steps entailing a handful of bioinformatics tools to a multitude of steps with a plethora of tools. Other in silico related processes with overlapping workflow steps have also emerged with terms such as subtractive proteomics, computational vaccinology, and immunoinformatics. From the perspective of a new RV practitioner, determining the appropriate workflow steps and bioinformatics tools can be a time consuming and overwhelming task, given the number of choices. This review presents the current understanding of RV and its usage in the research community as determined by a comprehensive survey of scientific papers published in the last seven years. We believe the current mainstream workflow steps and tools presented here will be a valuable guideline for all researchers wanting to apply an up-to-date in silico vaccine discovery process.

Keywords: in silicovaccine discovery; computational vaccinology; immunoinformatics; reverse vaccinology; subtractive proteomics.

Publication types

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

MeSH terms

  • Computational Biology / methods
  • Genomics / methods
  • Proteomics / methods
  • Vaccines*
  • Vaccinology* / methods

Substances

  • Vaccines