Dual-energy CT provides comprehensive tissue composition information, with its quantitative parameters reflecting tumor microstructural characteristics including vascularization, cellular density, and histopathological components - features potentially associated with EGFR mutation status. This evidence concerns the gene EGFR and neoplasm.