• DocumentCode
    2570670
  • Title

    A neuronal fiber tracking study for major depressive disorder using MR diffusion tensor imaging with fiber tractography

  • Author

    Lu, Chia-Feng ; Teng, Shin ; Wu, Yu-Te ; Wang, Po-Shan ; Yeh, Tze-Chen ; Su, Tung-Ping ; Hsieh, Jen-Chuen

  • Author_Institution
    Dept. of Biomed. Imaging & Radiol. Sci., Nat. Yang-Ming Univ., Taipei, Taiwan
  • fYear
    2010
  • fDate
    16-18 April 2010
  • Firstpage
    106
  • Lastpage
    110
  • Abstract
    Diffusion tensor imaging (DTI) had been proved to be a powerful tool to investigate the white matter integrity and visualize the neuronal axons in vivo. Most of the DTI-based studies mainly used the region-of-interest approach to investigate the abnormalities in areas of white matter tracts involved in mood regulation for patients with major depressive disorder (MDD). In this study, we explored the structure of the fiber connections in whole-brain white matter for both major depressive patients and healthy subjects based on the DTI tractography. With the automatic anatomical labeling (AAL) process, each individual brain can be partitioned into ninety regions in normalized space so that the number of the connected fibers and histograms of the fiber lengths between any paired regions can be estimated. Twenty-three MDD patients and twenty-four age and gender-matched normal subjects were recruited. Our results concluded that: 1) the numbers of connected fibers revealed significant increase (pvalue <; 0.005) in the MDD group compared with the normal group in mood-regulation related region pairs consisting of right superior frontal gyrus to right pallidum, right putamen to right precuneus, left pallidum to left precuneus, left superior parietal gyrus to right superior occipital gyrus, left middle occipital gyrus to right middle temporal gyrus, and both side lingual gyrus to both side superior temporal gyrus. Only two region pairs manifested significant decrease (p-value <; 0.005) in patient group, which were right insula to right superior temporal gyrus, and right precuneus to right inferior temporal gyrus; 2) the distributions of the connected fiber lengths for the detected region pairs with the increasing or decreasing fibers in MDD group were between 10 to 30 mm.
  • Keywords
    biomedical MRI; brain; medical disorders; DTI; MDD; MR diffusion tensor imaging; automatic anatomical labeling process; fiber tractography; major depressive disorder; neuronal axons; neuronal fiber tracking study; pallidum; precuneus; putamen; region-of-interest approach; superior frontal gyrus; superior occipital gyrus; superior parietal gyrus; white matter integrity; Accelerometers; Biomedical monitoring; Cardiovascular diseases; Diffusion tensor imaging; Real time systems; Sensor systems; Sun; Thigh; Wearable sensors; Wireless sensor networks; DTI-based axonal mapping; diffusion tensor imaging; fiber tractography; major depressive disorder;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedical Technology (ICBBT), 2010 International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-6775-4
  • Type

    conf

  • DOI
    10.1109/ICBBT.2010.5479001
  • Filename
    5479001