Drugs in sport. Conceptual computer illustration of drug abuse in sport, showing drugs depicted as winner's medals. Drugs may be taken to build-up muscle, increase the blood's oxygen-carrying capacity, slow the heartbeat or stimulate the body. Other drugs are taken as masking agents to prevent these illegal performance-enhancing drugs from being detected.