Among them, α-SMA+ CAFs had significantly more interaction with multiple tumor cell subtypes (especially vimentin+ α-SMA+ E-cadherin+ tumor cells, cluster_1-3/9). This evidence concerns the gene ACTA1 and neoplasm.