A polysaccharide liposome, in particular a lentinan liposome, a method for its preparation, a pharmaceutical composition comprising the liposome, and the use of the liposome for manufacturing antineoplastic or immunoregulatory medicaments are disclosed. Polysaccharide, phospholipid, cholesterol, surfactants and polyethylene glycol are used as starting materials for producing the liposome.