Structural toxicology is crucial because it helps in predicting the toxicological effects of new chemicals before they are synthesized and tested. This predictive power can save time, reduce costs, and minimize the ethical concerns associated with animal testing. Understanding the structure-toxicity relationship allows for the design of safer chemicals and drugs.