Genetics can significantly contribute to the risk of developing depression. Studies suggest that individuals with a family history of depression are more likely to experience it themselves. Genetic variations affecting neurotransmitter pathways, stress response, and brain structure can predispose someone to depression, but environmental factors also play a crucial role.