In all, 31 proteins were analyzed by MALDI-TOF/TOF MS, and 16 proteins were downregulated in the cancer tissue after NACT relative to the level before chemotherapy, including pyruvate kinase M2 (PKM2)5. The gene discussed is PKM; the disease is cancer.