I. Daniels

Mechanism-Driven Diagnostic Development: A Specimen-Aware Framework Illustrated by Colorectal Cancer and Solid Tumours

This review examines how multi-omics, single-cell and spatial methods, liquid biopsy, and artificial intelligence are enabling more informative disease models, and how these advances can improve screening, diagnosis, primary treatment selection, residual disease detection, and monitoring of ongoing outcomes.