In the multivariable analysis, only T stage remained a significant predictor of ctDNA shedding after accounting for age, gender, tumor site, lymph node status, and Ki67 proliferation index (p = 0.006, Fig. 1g). This evidence concerns the gene MKI67 and neoplasm.