For depression subgroup analysis, logistic regression was performed using extracted and normalized radiomics signatures for the bilateral amygdala, head of the caudate nucleus, and putamen ROIs, obtained from MRI images, which were combined with log-transformed plasma levels of FAM19A5, gender, and age. Here, TAFA5 is linked to major depressive disorder.