4.7 Article

Regional and network properties of white matter function in Parkinson's disease

期刊

HUMAN BRAIN MAPPING
卷 40, 期 4, 页码 1253-1263

出版社

WILEY
DOI: 10.1002/hbm.24444

关键词

classification; functional connectivity; graph theory; magnetic resonance imaging; Parkinson's disease; tract-based spatial statistics; white matter

资金

  1. Doctoral Foundation of Anhui Medical University [XJ201532]
  2. National Basic Research Program of China [2015CB856405]
  3. National Key RD Plan of China [2016YFC1300604]
  4. National Natural Science Foundation of China [91432301, 81671354, 31571149, 91232717, 81771456]
  5. Science Foundation of Anhui Province [608085MH170]
  6. Science Fund for Distinguished Young Scholars of Anhui Province [1808085J23]
  7. Collaborative Innovation Center of Neuropsychiatric Disorders and Mental Health of Anhui Province
  8. Anhui Philosophy and Social Science Planning Project [AHSKQ2016D41]
  9. Natural Science Research Project of Anhui Higher Education Institutions [KJ2015B007]
  10. Youth Top-notch Talent Support Program of Anhui Medical University
  11. Key Research and Development Program of Anhui Province [1704f0804030]

向作者/读者索取更多资源

Parkinson's disease (PD) is a neurodegenerative disorder with dysfunction in cortices as well as white matter (WM) tracts. While the changes to WM structure have been extensively investigated in PD, the nature of the functional changes to WM remains unknown. In this study, the regional activity and functional connectivity of WM were compared between PD patients (n = 57) and matched healthy controls (n = 52), based on multimodel magnetic resonance imaging data sets. By tract-based spatial statistical analyses of regional activity, patients showed decreased structural-functional coupling in the left corticospinal tract compared to controls. This tract also displayed abnormally increased functional connectivity within the left post-central gyrus and left putamen in PD patients. At the network level, the WM functional network showed small-worldness in both controls and PD patients, yet it was abnormally increased in the latter group. Based on the features of the WM functional connectome, previously un-evaluated individuals could be classified with fair accuracy (73%) and area under the curve of the receiver operating characteristics (75%). These neuroimaging findings provide direct evidence for WM functional changes in PD, which is crucial to understand the functional role of fiber tracts in the pathology of neural circuits.

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