A lipid membrane structure for delivering a substance to a target cell having satisfactory cell permeability, selectivity for target cell, and in vivo stability, wherein lipid membrane is modified with (a) a polyalkylene glycol bound with a target cell-selective ligand and (b) a polypeptide comprising a plurality of arginine residues.