PECAM1 and neoplasm: By investigating cell–cell interactions by CellChat [32], we found that tumor cell 3 had more MHC-I signaling interactions with tumor cell cluster 1 and macrophages, and tumor cell cluster 2 had PECAM1 signaling interactions with macrophages and exhibited a strong WNT signaling pathway interaction with other cell clusters (Figure S6A,B).