Hence, the present study is projected for better comprehension of the mechanism of miR-124-5p/HDAC1/NPY axis in depression with the major outcome elaborating that silencing of either HDAC1 or miR-124-5p up-regulated NPY to improve memory and learning abilities of depressed rats. The gene discussed is HDAC1; the disease is major depressive disorder.