Taken together, these observations suggest the CDH12 population may represent a chemo-resistant tumor subpopulation characterized by TGFβ-induced CAF activation, while the KRT13 and UPK populations represent chemo-sensitive subpopulations that may undergo apoptosis and induce immune activation through immunogenic cell death pathways34,35. Here, KRT13 is linked to neoplasm.