IL6 and major depressive disorder: In addition, GSEA and GSVA analyses revealed that most genes in the MDD group were associated with inflammation and oxidative stress-related pathways, including the IL6-JAK-STAT3 signaling pathway and the reactive oxygen species (ROS) pathway.