Two-year dynamic functional network connectivity in clinically isolated syndrome

Mult Scler. 2020 May;26(6):645-658. doi: 10.1177/1352458519837704. Epub 2019 Mar 19.

Abstract

Background: The features of functional network connectivity reorganization at the earliest stages of MS have not been investigated yet.

Objective: To combine static and dynamic analysis of resting state (RS) functional connectivity (FC) to identify mechanisms of clinical dysfunction and recovery occurring in clinically isolated syndrome (CIS) patients.

Methods: RS functional magnetic resonance imaging (fMRI) and clinical data were prospectively acquired from 50 CIS patients and 13 healthy controls (HC) at baseline, month 12 and month 24. Between-group differences and longitudinal evolution of network FC were analysed across 41 functionally relevant networks.

Results: At follow-up, 47 patients developed MS. Disability remained stable (and relatively low). CIS and HC exhibited two recurring RS FC states (states 1 and 2, showing low and high internetwork connectivity, respectively). At baseline, patients showed reduced state 2 connectivity strength in the default-mode and cerebellar networks, and no differences in global dynamism versus HC. A selective FC reduction in networks affected by the clinical attack was also detected. At follow-up, increased state 2 connectivity strength and global connectivity dynamism was observed in patients versus HC.

Conclusion: Longitudinal FC modifications occurring relatively early in the course of multiple sclerosis may represent a protective mechanism contributing to preserve clinical function over time.

Keywords: Multiple sclerosis; clinically isolated syndrome; default-mode network; dynamic functional network connectivity; longitudinal; resting state.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Brain / diagnostic imaging
  • Brain / pathology
  • Brain / physiopathology*
  • Connectome*
  • Default Mode Network / diagnostic imaging
  • Default Mode Network / physiopathology*
  • Disease Progression*
  • Female
  • Follow-Up Studies
  • Humans
  • Magnetic Resonance Imaging
  • Male
  • Multiple Sclerosis / diagnostic imaging
  • Multiple Sclerosis / pathology
  • Multiple Sclerosis / physiopathology*
  • Nerve Net / diagnostic imaging
  • Nerve Net / physiopathology*