Interestingly, the strong interaction-induced activation of TGF-β signaling between cancer cells and the TME was identified in IAC, which was not observed in AIS and MIA, consistent with the crucial and established role of TGF-β signaling in the late stage of cancer metastasis52,69. Here, TGFB1 is linked to cancer.