Tumor-associated macrophages (TAMs) were identified by CD68, CD14, CD163 and HLA-DRA and cancer-associated fibroblasts (CAFs) were characterized by COL1A1, COL3A1, MMP2, and SPARC. The gene discussed is COL1A1; the disease is cancer.