LEP and major depressive disorder: In addition, partial correlations showed a significant negative relationship between leptin and gain versus non-gain BOLD signal change within the left insula (r =  − 0.29, p = 0.006) and the left dorsolateral putamen (r =  − 0.23, p = 0.033) in the MDD group after controlling for BMI.