In Subgroup 4, endogenous, neurotic, and syndromic form of depression, similar to mental depression observed in Subgroup 1, were enriched in SST interneurons, whereas those with bipolar disorder were enriched in Parvalbumin (PV)-positive and CRH-positive interneurons. Here, PVALB is linked to depressive disorder.