ESR1 and breast neoplasm: Many of the genes present in our top 1% upregulated list identified in our meta-analyses have previously been identified as overexpressed in ER+ breast tumors, most notably the two transcription factors ESR1 and GATA3. Our gene lists appear in Additional File 1.