Nanoparticle drug delivery systems work by encapsulating drugs within the nanoparticles. These nanoparticles can be designed to release the drug in a controlled manner, either by responding to specific stimuli in the body or through gradual degradation. This targeted delivery mechanism ensures that the drug reaches its intended site of action, thereby increasing its efficacy and reducing side effects.