A ductal–permCAF pairing showed coordinated spatial variation between ductal PKM and permCAF CD44, consistent with metabolic remodeling in the tumor epithelium aligned with CAF-mediated adhesion and matrix engagement (Left, Fig. 4b-c). The gene discussed is CD44; the disease is neoplasm.