This document discusses personalized medicine and pharmacogenetics. It defines personalized medicine as providing the right drug to the right patient for the right disease at the right time with the right dosage based on an understanding of the patient's genome. Pharmacogenetics is the study of how genetic variations impact individual responses to drugs by influencing drug metabolism and transport. Examples are provided of genetic polymorphisms that can affect drug acetylation, alcohol metabolism, and response to drugs like clopidogrel, antimalarials, and warfarin. While pharmacogenetics enables more precise treatment, limitations include complex interactions between multiple genes, environment, and other drugs.