Provided is a co-polymer of formula A-L-D, or a pharmaceutically acceptable salt thereof, wherein A is a linear, branched or dendritic polyamine; D is a lipid; and L is a linker comprising a water soluble polymer; wherein L is connected to A at a first end through a first covalent bond and connected to D at a second end through a second covalent bond.