Specifically, the frequency of peripheral NK cells, the expression of PD-L1 on CD14+ monocytes, and TREM-1 on CD11b+ HD neutrophils were the major discriminators between OB and N-OB patients with severe COVID-19, regardless of age and sex. This evidence concerns the gene CD274 and COVID-19.