These gradients were attenuated but remained significant following adjustment for hypertension in middle age. A 1-SD elevation in systolic blood pressure was associated with a significant 8% to 9% increase in risk of CVD death, which was reduced to 4% on further adjustment for hypertension in middle age. Hypertension status in middle age was associated with a 2-fold increased risk of CVD.