In conclusion, our study provides global insights into the transcriptome profiles of host responses in COVID-19-vaccinated individuals and identifies MAPK1, CDC42, PPP2CA, EP300, YWHAZ and NRAS as hub genes that are significantly correlated with the vaccine response. Here, NRAS is linked to COVID-19.