We identify that partially or fully-vaccinated transplant recipients after infection with Omicron BA.1 have the greatest BA.1 neutralizing antibody and BA.1-specific polyfunctional CD4+ and CD8+ T-cell responses, with potent cross-neutralization against BA.2. This evidence concerns the gene CD4 and infection.