A liposome of irinotecan or its hydrochloride and its preparation method are disclosed. The liposome comprises irinotecan or its hydrochloride, neutral phospholipid and cholesterol, wherein the weight ratio of cholesterol to neutral phospholipid is 1:3-5. Said liposome is prepared by ion gradient method.