Gene Set Enrichment Analysis (GSEA) is a computational method used to determine whether a predefined set of genes shows statistically significant differences in expression under two different biological states. It helps in identifying pathways and biological processes that are overrepresented in the data, providing insights into the molecular mechanisms underlying the observed phenotypes.