Resting state functional network switching rate is differently altered in bipolar disorder and major depressive disorder

Hum Brain Mapp. 2020 Aug 15;41(12):3295-3304. doi: 10.1002/hbm.25017. Epub 2020 May 13.

Abstract

The clinical misdiagnosis ratio of bipolar disorder (BD) patients to major depressive disorder (MDD) patients is high. Recent findings hypothesize that the ability to flexibly recruit functional neural networks is differently altered in BD and MDD patients. This study aimed to explore distinct aberrance of network flexibility during dynamic networks configuration in BD and MDD patients. Resting state functional magnetic resonance imaging of 40 BD patients, 61 MDD patients, and 61 matched healthy controls were recruited. Dynamic functional connectivity matrices for each subject were constructed with a sliding window method. Then, network switching rate of each node was calculated and compared among the three groups. BD and MDD patients shared decreased network switching rate of regions including left precuneus, bilateral parahippocampal gyrus, and bilateral dorsal medial prefrontal cortex. Apart from these regions, MDD patients presented specially decreased network switching rate in the bilateral anterior insula, left amygdala, and left striatum. Taken together, BD and MDD patients shared decreased network switching rate of key hubs in default mode network and MDD patients presented specially decreased switching rate in salience network and striatum. We found shared and distinct aberrance of network flexibility which revealed altered adaptive functions during dynamic networks configuration of BD and MDD.

Keywords: bipolar disorder; dynamic networks configuration; fMRI; major depressive disorder; multilayer network method; network switching rate.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Amygdala / diagnostic imaging
  • Amygdala / physiopathology*
  • Bipolar Disorder / diagnostic imaging
  • Bipolar Disorder / physiopathology*
  • Cerebral Cortex / diagnostic imaging
  • Cerebral Cortex / physiopathology*
  • Connectome / methods*
  • Connectome / standards
  • Corpus Striatum / diagnostic imaging
  • Corpus Striatum / physiopathology*
  • Default Mode Network / diagnostic imaging
  • Default Mode Network / physiopathology*
  • Depressive Disorder, Major / diagnostic imaging
  • Depressive Disorder, Major / physiopathology*
  • Female
  • Humans
  • Magnetic Resonance Imaging
  • Male
  • Middle Aged
  • Nerve Net / diagnostic imaging
  • Nerve Net / physiopathology*
  • Young Adult