Using LASSO Logistics analysis, they identified four genes (COL14A1, TNS1, NUSAP1, YWHAE) linked to peritoneal metastasis (PM) occurrence, where high COL14A1/TNS1 expression increased PM risk [116]. The gene discussed is COL14A1; the disease is metastasis.