Specifically, dysregulation in astrocytes, OPCs, and excitatory neurons was more pronounced in males with MDD, whereas transcriptomic changes in parvalbumin-expressing interneurons and microglia were predominantly observed in females [66]. This evidence concerns the gene PVALB and major depressive disorder.