Differential expression analysis between tumor and adjacent normal tissues revealed that FREM1 showed the most significant downregulation among all candidate genes (p < 0.05), with a consistent protective pattern (Supplementary Fig. 2B). The gene discussed is FREM1; the disease is neoplasm.