4.5 Article

Core-Centered Connection Abnormalities Associated with Pathological Features Mediate the Progress of Cognitive Impairments in Alzheimer's Disease Spectrum Patients

Journal

JOURNAL OF ALZHEIMERS DISEASE
Volume 82, Issue 4, Pages 1499-1511

Publisher

IOS PRESS
DOI: 10.3233/JAD-210481

Keywords

Alzheimer's disease; classification; cognitive impairment; default mode network; regulation; subsystems

Categories

Funding

  1. National Natural Science Foundation of China [81822013, 82071186]
  2. Jiangsu ProvincialKey Medical Talents [ZDRCA2016085]
  3. Key Research and Development Program of Jiangsu Province of China [BE2016610]
  4. National Key Research and Development Program of China [2016YFC1300500504]
  5. Jiangsu Province Key Medical Discipline [ZDXKA2016020]
  6. Alzheimer's Disease Neuroimaging Initiative (ADNI) (National Institutes of Health) [U01AG024904]
  7. DODADNI (Department of Defense) [W81XWH-12-2-0012]
  8. National Institute on Aging
  9. National Institute of Biomedical Imaging and Bioengineering
  10. AbbVie
  11. Alzheimer's Association
  12. Alzheimer's Drug Discovery Foundation
  13. Araclon Biotech
  14. BioClinica, Inc.
  15. Biogen
  16. BristolMyers Squibb Company
  17. CereSpir, Inc.
  18. Cogstate
  19. Eisai Inc.
  20. Elan Pharmaceuticals, Inc.
  21. Eli Lilly and Company
  22. EuroImmun
  23. F. Hoffmann-La Roche Ltd and its affiliated company Genentech, Inc.
  24. Fujirebio
  25. GE Healthcare
  26. IXICO Ltd.
  27. Janssen Alzheimer Immunotherapy Research &Development, LLC.
  28. Johnson & Johnson Pharmaceutical Research & Development LLC.
  29. Lumosity
  30. Lundbeck
  31. Merck Co., Inc.
  32. Meso Scale Diagnostics, LLC.
  33. NeuroRx Research
  34. Neurotrack Technologies
  35. Novartis Pharmaceuticals Corporation
  36. Pfizer Inc.
  37. Piramal Imaging
  38. Servier
  39. Takeda Pharmaceutical Company
  40. Transition Therapeutics
  41. Canadian Institutes of Health Research

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The study found that abnormal interaction patterns of DMN subsystems in the early stages of AD appeared as core-centered connection abnormalities, which may serve as potential neuroimaging features for monitoring the development of AD. The impaired cognition was found to be related to disturbances in the interactions between DMN subsystems, particularly in the core subsystem. Additionally, the abnormal regulatory processes of the core subsystem were significantly associated with the levels of cerebrospinal fluid A beta and tau in AD-spectrum patients.
Background: Abnormal default mode network (DMN) was associated with the progress of Alzheimer's disease (AD). Rather than treat the DMN as a unitary network, it can be further divided into three subsystems with different functions. Objective: It remains unclear the interactions of DMN subsystems associated with the progress of cognitive impairments and AD pathological features. Methods: This study has recruited 187 participants, including test data and verification data. Firstly, an imaging analysis approach was utilized to investigate disease-related differences in the interactions of DMN subsystems in test data (n = 149), including 42 cognitively normal subjects, 43 early mild cognitive impairment (EMCI), 32 late mild cognitive impairment (LMCI), and 32 AD patients. Brain-behavior-pathological relationships regarding to the interactions among DMN subsystems were then further examined. Secondly, DMN subsystems abnormalities for classifying AD spectrum population in the independent verification data (n = 38). Results: This study found that the impaired cognition relates to disturbances in the interactions between DMN subsystems but preferentially in core subsystem, and the abnormal regulatory processes of core subsystem were significantly associated with the levels of cerebrospinal fluid A beta and tau in AD-spectrum patients. Meantime, the nonlinear relationship between dysfunctional core subsystem and impaired cognition was observed as one progresses through the stages of MCI to AD. Importantly, this classification presented a higher sensitivity and specificity dependent on the core-centered connection abnormalities. Conclusion: The abnormal interaction patterns of DMN subsystems at an early stage of AD appeared and presented as core-centered connection abnormalities, which were the potential neuroimaging features for monitoring the development of AD.

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