PIK3CA and colorectal carcinoma: While AI-HOPE-PI3K successfully reproduced known associations and enabled real-time stratification across multiple CRC subgroups, we acknowledge that certain subgroup analyses—such as MSI-high pembrolizumab-treated patients and age-stratified PTEN-mutated cohorts—yielded non-significant results, likely due to limited sample sizes.