The present study underscores the significance of [18F] FDG PET-CT radiomic parameters, particularly SUVmax, in their association with KRAS, BRAF, and EGFR mutations in metastatic colorectal cancer patients. Here, EGFR is linked to metastatic colorectal cancer.