• DocumentCode
    724880
  • Title

    Dynamic default mode network connectivity diminished in patients with schizophrenia

  • Author

    Yuhui Du ; Hao He ; Lei Wu ; Qingbao Yu ; Jing Sui ; Calhoun, Vince D.

  • Author_Institution
    Mind Res. Network & LBERI, Albuquerque, NM, USA
  • fYear
    2015
  • fDate
    16-19 April 2015
  • Firstpage
    474
  • Lastpage
    477
  • Abstract
    Recent works have shown that, even in resting state, functional networks undergo dynamic changes over short time. In this study, we describe an approach to assess the difference in default mode network (DMN) dynamics between healthy controls (HC) and schizophrenia patients (SZ) using resting-state functional magnetic resonance imaging. Firstly, dynamic DMN was computed using a sliding time window method. Then, stability of the dynamic DMN evaluated using the spectrum of time-varying functional connectivity was compared between HC and SZ. Subsequently, the overall functional connectivity pattern and dynamic graph measures were also investigated for both groups. Results show that dynamic DMN of HC had more stable and stronger functional connectivity than that of SZ. Regarding to dynamic graph measures, SZ had lower connectivity strength, clustering coefficient, global efficiency, and local efficiency than HC. The findings suggest that dynamic functional network analysis is a promising technique for understanding schizophrenia.
  • Keywords
    biomedical MRI; brain; diseases; graph theory; medical image processing; DMN dynamics; clustering coefficient; connectivity strength; dynamic default mode network connectivity; dynamic graph measures; functional networks; global efficiency; local efficiency; resting-state functional magnetic resonance imaging; schizophrenia patients; sliding time window method; time-varying functional connectivity; Biomedical measurement; Computational efficiency; Diseases; Magnetic resonance imaging; Stability analysis; Time measurement; Transmission line matrix methods; default mode network; dynamic functional network; functional magnetic resonance imaging; schizophrenia;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on
  • Conference_Location
    New York, NY
  • Type

    conf

  • DOI
    10.1109/ISBI.2015.7163914
  • Filename
    7163914