Causes of high diastolic blood pressure are high cholesterol levels, obesity, smoking, alcoholism or other underlying health issues. Treatment for lowering diastolic blood pressure involves medicines like ACE inhibitors, alpha blockers, beta-blockers, calcium-channel blockers, diuretics, etc. One or more of these drugs are prescribed in various combinations.