We showed that individuals carrying the HLA-B*15 allele have a good Nab response to COVID-19 vaccines, unfortunately, these populations are more susceptible to suffer from Omicron BA.5.2 and XBB.1.16 variant breakthrough infection later. The gene discussed is HLA-B; the disease is COVID-19.