However, raw garlic, which has a high concentration of a sulfur-containing compound called allicin, is more medicinally powerful than cooked garlic. Research on garlic's cholesterol-lowering effects has been inconsistent, mostly due to poorly designed studies and differences in the garlic preparations used.