A liposome and preparation method thereof the liposome is prepared from drugs, a phospholipid, a cholesterol-based compound, an internal buffering system and a pH adjusting agent the drugs, the phospholipid and the cholesterol-based compound are in a weight ratio of 1:2-100:1-35 the drugs is a combination of a chloroquine-based drug and an adriamycin-based drug.