The present invention provides compositions comprising polymeric micelles containing a drug with low water solubility, wherein sterol rings of pegylated sterols and the drug form a hydrophobic portion and polyethylene glycol chains of the pegylated sterols forms a hydrophilic portion. The present invention also provides methods of preparing and using such compositions for delivering drug(s) with low water solubility to a subject in need thereof.