SHH and cancer: In addition to the Wnt, Shh, and TGF-β signaling pathways, research in other cancers has linked ID-1 to K-ras signaling, PI3K/Akt signaling, and STAT3 signaling, illustrating the centrality of ID-1 across multiple signaling pathways [134].