Furthermore, our GSEA study revealed that VD suppresses EMT signaling activated by H1N1 infection, independent of TGF-β and hypoxia signaling; TGF-β has been considered a typical orchestrator of EMT and hypoxia, as a key initiator of CRS [41, 42]. This evidence concerns the gene TGFB1 and congenital rubella syndrome.