Candidate gene studies are research investigations that focus on specific genes believed to influence a particular trait or disease, examining the relationship between genetic variations and health outcomes. These studies aim to identify how variations in these targeted genes can impact susceptibility to diseases, providing insights into the genetic basis of health conditions.