In conclusion, this study identified the presence of the miR-31-NUMB-MCT1/MCT4 axis in mediating oncogenesis and metabolic switching, which implies that disruption of this cascade may intercept tumor pathogenesis and aerobic glycolysis. Here, SLC16A1 is linked to neoplasm.