Drugs in sport. Conceptual computer artwork of an athlete and a syringe, representing drug abuse in sport. Drugs may be taken to build-up muscle, increase the blood's oxygen-carrying capacity or stimulate the body. Other drugs are taken as masking agents to prevent these illegal performance-enhancing drugs from being detected during routine testing.