Importantly, a previous single cell and spatial sequencing study shows that, as the major amount of cell subset, SFRP2 + fibroblasts in psoriasis contribute to amplification of the immune network through transition to a pro-inflammatory state via communicating with hub genes including CCL13, CCL19 and CXCL12 (27). The gene discussed is CXCL12; the disease is psoriasis.