In vitro tests are conducted outside of living organisms, often in controlled laboratory environments. They use cell cultures or isolated tissues to study the toxic effects of substances. In vitro methods are increasingly used due to their cost-effectiveness, ethical advantages, and ability to provide detailed mechanistic insights.