In gene set PLS1, the enriched KEGG pathways included “thyroid hormone synthesis,” “oxidative phosphorylation,” “endocytosis” and “insulin signaling pathway.” Inflammation and altered energy metabolism are two pathways implicated in the pathophysiology of MDD [42]. The gene discussed is INS; the disease is major depressive disorder.