Residual tumour cells post NACT were enhanced for several relevant pathways including DNA damage, Apoptosis, IL6-Jak-Stat3, Hedgehog, Wnt beta catenin signalling, and inflammatory response whilst a mitosis gene set was reduced (Fig. 4). The gene discussed is STAT3; the disease is neoplasm.