 The creation of vaccines for emerging infectious diseases is hindered by limitations in the current approach to vaccine development, but recent advances in high-throughput technologies have enabled scientists to apply systems biology approaches to collect and integrate increasingly large datasets that capture comprehensive biological changes induced by vaccines which can inform vaccine development. This article was authored by Abdul Mohamed Pazeshki, energy of Sianikova, Brett Ame Kinney and others.