Together, these findings reinforce a central role for both GABAergic dysfunction and dysregulation of glial and immune-related processes in the pathophysiology of MDD and PTSD, with convergent evidence implicating LAMP5, PVALB+, and SST+ inhibitory neurons in disease-related transcriptional changes within the dACC. This evidence concerns the gene PVALB and major depressive disorder.