Although exhibiting shared marker genes, tumor KC subpopulations differed from their normal counterparts in some ways, including upregulation of type I interferon response, glycolysis, and hypoxia genes in basal tumor KCs and downregulation of apoptotic and terminal differentiation genes in the differentiating tumor cells (Figures 2E and S2F). This evidence concerns the gene CALCA and neoplasm.