In lung cancer stromal cells, FAP, COL1A1, and COL1A2 exhibited high sensitivity and specificity, reflecting the abundance of fibroblasts and CAFs (Fig. 2C, D, Fig. S5). The gene discussed is COL1A1; the disease is lung cancer.