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Systematic review of reverse vaccinology and immunoinformatics data for non-viral sexually transmitted infections.

Lucas Gabriel R GomesJoyce C F DutraRodrigo ProfetaMariana Vieira DiasGlen Jasper Yupanqui GarcíaDiego Lucas Neres RodriguesAristóteles Goes-NetoFlávia Figueira AburjaileSandeep TiwariSiomar de Castro SoaresVasco Ariston de Carvalho AzevedoArun Kumar Jaiswal
Published in: Anais da Academia Brasileira de Ciencias (2023)
Sexually Transmitted Infections (STIs) are a public health burden rising in developed and developing nations. The World Health Organization estimates nearly 374 million new cases of curable STIs yearly. Global efforts to control their spread have been insufficient in fulfilling their objective. As there is no vaccine for many of these infections, these efforts are focused on education and condom distribution. The development of vaccines for STIs is vital for successfully halting their spread. The field of immunoinformatics is a powerful new tool for vaccine development, allowing for the identification of vaccine candidates within a bacterium's genome and allowing for the design of new genome-based vaccine peptides. The goal of this review was to evaluate the usage of immunoinformatics in research focused on non-viral STIs, identifying fields where research efforts are concentrated. Here we describe gaps in applying these techniques, as in the case of Treponema pallidum and Trichomonas vaginalis.
Keyphrases
  • systematic review
  • public health
  • quality improvement
  • sars cov
  • healthcare
  • genome wide
  • men who have sex with men
  • randomized controlled trial
  • electronic health record
  • risk factors
  • machine learning