Furthermore, a cohort study found that lower CD4+T cell counts were associated with COVID-19 mortality [35], however, other studies found no correlation between CD4+T cell counts or HIV viral load and COVID-19 outcomes [36, 42]. This evidence concerns the gene CD4 and COVID-19.