Matrix CAFs showed high expression of COL1A1, COL1A2, COL3A1, LUM, POSTN, and TNC, and largely consisted of SCC and BCC CAFs (Agnes et al., 2023). This evidence concerns the gene COL3A1 and skin basal cell carcinoma.