In the GSE54460 renal cell carcinoma dataset, the expression level of COL1A1 was higher in the positive surgical margin group, and the P-value was less than 0.05, but the expression level of BGLAP was not correlated with the positive surgical margin (Fig. S19E-F). The gene discussed is COL1A1; the disease is hereditary clear cell renal cell carcinoma.