COL3A1 and cancer: However, this is largely driven by high weightings of three collagen genes; COL1A1, COL3A1 and COL6A3, which steadily increase in inflamed, dysplasia and cancer samples compared to normal tissue samples, with adjusted P-values <0.003 (Figure 3B).