4.5 Article

Connectivity and morphology of hubs of the cerebral structural connectome are associated with brain resilience in AD- and age-related pathology

期刊

BRAIN IMAGING AND BEHAVIOR
卷 13, 期 6, 页码 1650-1664

出版社

SPRINGER
DOI: 10.1007/s11682-019-00090-y

关键词

Hubs; Structural connectome; GMmorphology; WMconnectivity; Resilience; AD

资金

  1. Alzheimer's Disease Neuroimaging Initiative (ADNI) (National Institutes of Health) [U01 AG024904]
  2. DOD ADNI (Department of Defense) [W81XWH-12-2-0012]
  3. National Institute on Aging, the National Institute of Biomedical Imaging and Bioengineering
  4. AbbVie
  5. Alzheimer's Association
  6. Alzheimer's Drug Discovery Foundation
  7. Araclon Biotech
  8. BioClinica, Inc.
  9. Biogen
  10. Bristol-Myers Squibb Company
  11. CereSpir, Inc.
  12. Cogstate
  13. Eisai Inc.
  14. Elan Pharmaceuticals, Inc.
  15. Eli Lilly and Company
  16. EuroImmun
  17. F. Hoffmann-La Roche Ltd. and its affiliated company Genentech, Inc.
  18. Fujirebio
  19. GE Healthcare
  20. IXICO Ltd.
  21. Janssen Alzheimer Immunotherapy Research & Development, LLC.
  22. Johnson & Johnson Pharmaceutical Research & Development LLC.
  23. Lumosity
  24. Lundbeck
  25. Merck Co., Inc.
  26. Meso Scale Diagnostics, LLC.
  27. NeuroRx Research
  28. Neurotrack Technologies
  29. Novartis Pharmaceuticals Corporation
  30. Pfizer Inc.
  31. Piramal Imaging
  32. Servier
  33. Takeda Pharmaceutical Company
  34. Transition Therapeutics
  35. Canadian Institutes of Health Research

向作者/读者索取更多资源

The physiological basis of resilience to age-associated and AD-typical neurodegenerative pathology is still not well understood. So far, the established resilience factor intelligence has been shown to be associated with white matter network global efficiency, a key constituent of which are highly connected hubs. However, hub properties have also been shown to be impaired in AD. Individual predisposition or vulnerability of hub properties may thus modulate the impact of pathology on cognitive outcome and form part of the physiological basis of resilience. 85 cognitively normal elderly subjects and patients with MCI with DWI, MRI and AV45-PET scans were included from ADNI. We reconstructed the global WM networks in each subject and characterized hub-properties of GM regions using graph theory by calculating regional betweenness centrality. Subsequently, we investigated whether regional GM volume (GMV) and structural WM connectivity (WMC) of more hub-like regions was more associated with resilience, quantified as cognitive performance independent of amyloid burden, tau and WM lesions. Subjects with higher resilience showed higher increased regional GMV and WMC in more hub-like compared to less hub-like GM-regions. Additionally, this association was in some instances further increased at elevated amounts of brain pathology. Higher GMV and WMC of more hub-like regions may contribute more to resilience compared to less hub-like regions, reflecting their increased importance to brain network efficiency, and may thus form part of the neurophysiological basis of resilience. Future studies should investigate the factors leading to higher GMV and WMC of hubs in non-demented elderly with higher resilience.

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