As demonstrated in the top DEGs, specifically cancer stem lineage clusters expressed high levels of stemness feature genes including ALDH1A1, PROM1, and NES, while ductal lineage cluster expressed high levels of ductal markers such as MMP7, TSPAN8, and SOX9 (Fig. 3D). Here, ALDH1A1 is linked to cancer.