We start by discussing the causal route from metabolic disruption to depression (e.g., disruptions in insulin signaling altering mental health), before exploring reverse causality (e.g., depression increases behavior that confers risk for metabolic ill-health). The gene discussed is INS; the disease is depressive symptom measurement.