TGFB1 and ovarian cancer: The purpose of this review is to synthesize single-cell and spatial transcriptomic evidence on TGF-β–driven T-cell exclusion in ovarian cancer, delineate mechanistic links between signaling and stromal remodeling, and outline diagnostic and therapeutic implications for risk stratification and treatment design.