In further bioinformatics and computational assays, the therapeutic mechanisms of VA for managing COVID-19 could be conjunctively actualized through collective regulation of the FoxO signaling pathway, GnRH signaling pathway, PD-L1 expression, and PD-1 checkpoint pathway. Here, CD274 is linked to COVID-19.