Our scRNA-seq analyses revealed that the evolution of PINs to malignant tumors is associated with a shift in the luminal cell state initially from A to C1, followed by C1 to C2, in a process characterized by activation of HIF1A signaling. Here, HIF1A is linked to cancer.