PPARA and depressive symptom measurement: Actually, besides neuroinflammation, the PPARα acts key roles in regulation of lipid metabolism, astrocyte also plays critical roles in development of depression via regulation of lipid metabolism (Huang et al. 2017; Lam et al. 2021).