Results from extensive bioinformatics analyses in a case-control study from COVID-19-positive (n = 430) and -negative (n = 54) patients identified a signature of 13 dysregulated IFN-γ-associated genes, including STAT1 and JAK2, both key mediators of the IFN-γ signaling. This evidence concerns the gene STAT1 and COVID-19.