HMGA2 and cancer: These capabilities overcome common limitations of current methods, such as subjective interpretation and reliance on expensive software in manual or software-based approaches, providing a reproducible, accessible, and clinically meaningful framework for studying HMGA2 isoforms and cancer disparities.