In line with this, a machine learning study, identified up to 38 relevant genes in MDD some also linked to oxidative stress processes, including MAPK3 (ERK1), whose activation promotes oxidative stress through the production of ROS [60]. This evidence concerns the gene MAPK3 and major depressive disorder.