As shown as Table 2, the rs7795433 SNP of the HDAC9 gene (7q21.1) showed the strongest association with COVID-19 vaccination under additive model (OR = 5.63; p = 3 × 10−5). The gene discussed is HDAC9; the disease is COVID-19.