Genetic factors can predispose neonates to a range of disorders. Conditions such as Down syndrome, cystic fibrosis, and congenital heart defects often have a genetic basis. Genetic counseling and prenatal testing can help identify at-risk pregnancies, allowing for early intervention and management.