CAF-derived TSP-4 was shown to interact with the transmembrane receptor integrin α2 on GBC cells, activating Akt-mediated heat shock factor1 (HSF1) signaling to promote the proliferation and induce the EMT and cancer stem-like traits of gallbladder cancer cells. This evidence concerns the gene HSF1 and gallbladder cancer.