High glucose levels have been shown to accelerate cancer cell proliferation in vitro, while glucose deprivation has led to apoptosis and these findings have initiated further study of the effects of carbohydrate restriction on tumor growth. Lower blood glucose levels in late-stage cancer patients have been correlated with better outcomes.[32]