Atherosclerosis is associated with inflammation in the arteries, a significant cause of heart attacks and strokes. Although statin therapy can reduce the chances of atherosclerotic plaque formation, they need to be administered in high doses due to low systemic bioavailability and encountered with side effects. To overcome these challenges, we developed nanoparticles using biocompatible and biodegradable lipids and polymers for improving systemic drug absorption and therapeutic response. The polymeric nanoparticles were prepared using PLGA and PVA, while hybrid nanoparticles were prepared using PLGA and Phospholipon 90 G. Both nanoparticles were systematically optimized by I-optimal response surface design. The optimum formulation composition exhibited particle size of less than 250 nm, polydispersity index of less than 0.3, entrapment efficiency of more than 70%, and sustained drug release up to 6 h. In vivo pharmacokinetic evaluation in rats indicated multi-fold improvement in the extent of drug absorption (C_max and AUC_total) for atorvastatin from the nanoparticles vis-à-vis the pure drug suspension. In vivo pharmacodynamic studies also indicated the excellent ability of nanoparticles to lower the elevated levels of lipids (total cholesterol, triglycerides, and low-density lipoproteins) and increase the level of high-density lipoproteins as compared to that of the pure drug suspension.