When a new drug is formulated, it goes through a series of preclinical and clinical trials. Preclinical studies often involve in vitro testing and animal models to predict how the drug might behave in humans. Toxicologists assess the LD50 value, which indicates the lethal dose required to kill 50% of a test population, and observe any potential side effects.