Perfusion fraction has the potential for tumour perfusion rate characterisation and responder identification after the first cycle, and the correlation with the change in Ki-67 showed that perfusion fraction might have a unique prognostic value in response-guided NACT prior to surgical intervention. The gene discussed is MKI67; the disease is neoplasm.