Notably, globulin (GLO) emerged among the top SHAP-ranked predictors, a finding consistent with prior evidence linking elevated globulin and reduced albumin–globulin ratio to systemic inflammation and poor cancer prognosis [28]. This evidence concerns the gene ALB and cancer.