Future studies should consider integrating D50 with Shannon entropy, Simpson index, and clinical parameters such as TRB gene usage and CEA levels to develop a comprehensive predictive model for cancer classification and treatment assessment. This evidence concerns the gene CEACAM5 and cancer.