Evaluating the same 47 gene sets at the time of surgery compared to pre-treatment by GSEA (Fig. 4a), reductions in proliferation, ERBB2 signaling, and ESR1 signaling were observed, consistent with lower tumor content. The gene discussed is ESR1; the disease is neoplasm.