By enabling rapid, reproducible, and fine-grained interrogation of complex datasets, the AI-HOPE-PI3K platform supports the discovery of ancestry- and treatment-specific molecular patterns within the PI3K signaling axis, advancing precision oncology research in high-risk colorectal cancer populations. The gene discussed is PIK3CA; the disease is colorectal cancer.