Genetics play a significant role in addiction vulnerability. Certain genetic variations can affect how individuals metabolize drugs, their sensitivity to substances, and their ability to experience reward and pleasure. Studies suggest that genes involved in stress-response pathways, neurotransmitter systems, and impulse control can influence addiction risk.