ALDH1A1 and neoplasm: Concordantly, transcriptome analysis revealed that the tumor cells cultured in the 3D system exhibited pronounced upregulation of stemness-associated genes (Fig. 1d and Supplementary Fig. 1a) and breast cancer stem cell markers (ALDH1+, Fig. 1e).