As previously outlined, this study conducted a univariate analysis on multiple factors, including age stratification, BMI classification, ECOG score, molecular typing, history of gastrointestinal diseases, treatment stage, baseline ALB stratification, baseline WBC count, baseline NEUT count, baseline PLT count, baseline AMC count, baseline ALC count, baseline LMR ratio, and baseline NLR ratio. Here, ALB is linked to gastrointestinal disease.