Pharmacogenetics is the study of how genetic variations influence drug effects and adverse reactions, impacting drug metabolism, response, and safety. With the FDA's guidance and numerous drugs' labeling reflecting pharmacogenetic discoveries, it highlights the critical role of genetics in personalized medicine. Pharmacists play an essential role in applying pharmacogenetic insights in clinical settings, emphasizing the need for individualized healthcare based on patients' genetic information.