The role of the identified important features, such as UBE2C, PCLAF, CDK1, CCNB1, MND1, APOBEC3G, TRAF3IP3, CD48, and GZMA in molecular mechanisms of COVID-19 was discussed in recent studies. This evidence concerns the gene CD48 and COVID-19.