ALDH1A1 and neoplasm: Gene Set Enrichment Analysis (GSEA) 17 confirmed that genes downregulated after the knockdown of both ALDH1A1 and ALDH1A3 were enriched in the datasets associated with normal stem cells, tumor progenitors and poorly differentiated cancer (Figure 1B).