Gene expression analysis in toxicology involves examining the changes in the expression levels of genes in response to toxic substances. By studying these changes, researchers can gain insights into the mechanisms of toxicity and identify potential biomarkers for early detection of toxic effects. This analysis plays a crucial role in understanding how chemicals and environmental agents affect cellular functions and contribute to diseases.