In this study, we generated comprehensive 3D genome atlases in physiologically relevant mouse models of Kras-driven lung and pancreatic cancer progression and introduced a generally applicable pipeline to measure and interpret biological heterogeneity of the 3D genome in complex tissues and diseases (Supplementary Fig. 1). This evidence concerns the gene KRAS and pancreatic neoplasm.