In vitro methods are gaining popularity as alternatives to animal testing. Techniques such as Organ-on-a-chip and 3D Cell Cultures mimic human physiological environments more accurately than traditional 2D cultures, providing more relevant data on chemical toxicity. These advancements support the ethical imperative to reduce animal use in research.