The results indicated that, compared to adjacent non-cancerous tissues, the H-scores of CDK1, STAT1, COL1A2, and COL1A1 in cancer tissues were significantly elevated, with statistical significance (P < 0.05). This evidence concerns the gene COL1A1 and cancer.