Structural alterations of the brain preceded functional alterations in major depressive disorder patients: Evidence from multimodal connectivity.

•This is the first study to combine the functional network and structural network of the whole brain to investigate major depressive disorder.•Functional network has greater flexibility in the early stages of depression development.•MDD patients show alterations in both functional and structural networks, and some of the alterations may induce the clinical manifestations in patients with depression.