The results of these genetic factors in the genes (TLR7, UNC13D, DES, SPEG, LZTFL1, ABO, ILRUN, and CACFD1) provide substantial insights into the genesis of cardiovascular issues linked with COVID-19. This evidence concerns the gene ILRUN and COVID-19.