Previous studies have shown that PLWH with higher CD4 counts and CD4/CD8 ratios, who effectively controlled their HIV viral load and received mRNA COVID-19 vaccines, exhibit better immune responses [31,32]. The gene discussed is CD4; the disease is COVID-19.