GAPDH and COVID-19: The top 10 targets with the highest degree included AKT1, CASP3, CAT, GAPDH, IL1B, IL6, INS, MAPK3, TNF, and TP53, which as the crucial targets for geniposide in COVID-19/AS were selected for molecular docking and mRNA-miRNA network construction.