The invention provides drug compositions with synergistic effects, which includes alcohol-soluble and water-insoluble liquorices extracts and at least one kind of anti-tumor or glucose-and-lipid-lowering drug/eatable substance, and can be used to treat tumor or lower blood glucose and lipid. Besides, the invention also provides pharmaceutical preparation, pharmaceutical application, therapeutic and preparation methods, etc. related to this drug compositon.