Angiogenicss_EC, ecm_myCAF, and Macro_SPP1 were the cell types that communicated more frequently with other cell types in subTME-MRM across BC, PDAC, and ESCA (Supplementary Figure S12a–c). Here, SPP1 is linked to breast cancer.