To investigate the interaction of ligand-receptor pairs, including COL1A1-TEM1, COL4A1-TEM1, and FN1-TEM1, we analyzed signal communications among all cell groups in the scRNA-seq data of keloids using CellChat [43]. Here, COL1A1 is linked to keloid.