Disclosed are methods and apparatuses for delivery of bioactive molecules. The drug delivery systems include an implantable medical device which significantly reduces or suppresses adverse biological responses associated with implantable devices and also promotes vascularization in tissues surrounding the implanted device. The disclosure also relates to drug delivery systems designed to vary the rate of delivery of bioactive molecules with a change in the physiological environment.