In toxicological research, osmosis is studied using various in vitro and in vivo models. These studies involve examining how toxins affect cellular osmotic balance and membrane integrity. Advanced techniques, such as microscopy and spectroscopy, are used to observe osmotic changes at the cellular and molecular levels, providing insights into the mechanisms of toxicity.