Genetic risk factors are specific alleles or mutations in an individual's DNA that increase their likelihood of developing certain diseases. Examples include BRCA1 and BRCA2 mutations, which are linked to an increased risk of breast and ovarian cancers, and the APOE ε4 allele, associated with Alzheimer's disease. Understanding these risk factors can help in early detection and personalized medicine.