Garlic: Most of these health effects are due to a compound called allicin, which is also responsible for garlic's distinct smell. For those with high cholesterol, garlic supplementation appears to reduce total and/or LDL cholesterol by about 10-15%. Human studies have also found garlic supplementation to cause significant reductions in blood pressure in people with high blood pressure.