AQP7P1 (FDR = 7.34 × 10−3), PFN1P2 (FDR = 1.61 × 10−2), AL590452.1, and LINC00842 (FDR < 0.05) were significantly associated with COVID-19 BIs. Here, PFN1P2 is linked to COVID-19.