CXCL12 and breast carcinoma: In 2013, gene expression analysis identified 809 genes upregulated in CAFs, including CCL18, CXCL12, MMP9, and PLK1, which are involved in cell cycle regulation, adhesion, and secretion, further supporting breast cancer progression (Gunaydin, 2021).