The study of poisons and their effects?

Its called Toxicology.

Though, the correct definition of toxicology would be given as follows:

Toxicology is a science dealing with properties, actions, toxicity, fatal dose, detection and estimation of, interpretation of results of toxicological analysis and treatment of poisons.