In contrast to previous TCGA and pan-cancer studies that focused on bulk-level genomic associations, this study integrates copy number, single-cell, and spatial transcriptomic data to define subtype-specific molecular and immune characteristics of CCNE1 amplification in gynecological cancers, providing higher spatial and cellular resolution than earlier analyses. This evidence concerns the gene CCNE1 and female reproductive organ cancer.