Significant differences in baseline characteristics were observed across risk groups: low-risk patients exhibited higher Body Mass Index (BMI) and albumin levels, whereas high-risk patients had larger tumor sizes, elevated CRP, Lactate Dehydrogenase (LDH), NLR, and C-PLAN scores. This evidence concerns the gene ALB and neoplasm.