You may not be obese, but still have high cholesterol due to genetic reasons. Follow a healthy diet by avoiding high cholesterol foods. One should increase the intake of cholesterol lowering foods. Food items like flax seeds, almonds, oatmeal, and garlic are a must in the diet. They help reduce cholesterol levels naturally.