Patients with advanced colorectal cancer often suffer from malnutrition and immune suppression, which can negatively impact treatment outcomes. This study investigated whether modulating the gut microbiota could improve clinical outcomes. A total of 80 eligible patients were randomly assigned in a 1:1 ratio to an intervention group or a control group. The intervention group (n=40) received standard nutritional support plus a daily supplement of mixed dietary fiber and multi-strain probiotics for 12 weeks. The control group (n=40) received standard nutritional support alone. Key endpoints, including immune markers (IgA, IgG, CD4+/CD8+ ratio), gut microbiota composition (16S rRNA sequencing), nutritional status (BMI, PG-SGA), and quality of life (WHOQOL-100), were assessed at baseline and after 12 weeks. Survival was monitored for 18 months to determine the impact on short-term prognosis.