Fisher’s exact test revealed five non-responder-specific genes (P < 0.05): AFF2, TTN, TP53, ATM, and MLLT4. These genes have previously been shown to be related to biological pathways of cell cycle control, DNA damage repair, and apoptosis in breast cancer, either directly or indirectly8. The gene discussed is ATM; the disease is breast cancer.