4.6 Article

Free Water in White Matter Differentiates MCI and AD From Control Subjects

期刊

FRONTIERS IN AGING NEUROSCIENCE
卷 11, 期 -, 页码 -

出版社

FRONTIERS MEDIA SA
DOI: 10.3389/fnagi.2019.00270

关键词

Alzheimer disease; diffusion MRI; free water; neuroinflammation; white matter hyper intensity; mild cognitive impairment; white matter; diffusion tensor imaging

资金

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

向作者/读者索取更多资源

Recent evidence shows that neuroinflammation plays a role in many neurological diseases including mild cognitive impairment (MCI) and Alzheimer's disease (AD), and that free water (FW) modeling from clinically acquired diffusion MRI (DTI-like acquisitions) can be sensitive to this phenomenon. This FW index measures the fraction of the diffusion signal explained by isotropically unconstrained water, as estimated from a bi-tensor model. In this study, we developed a simple but powerful whole-brain FW measure designed for easy translation to clinical settings and potential use as a priori outcome measure in clinical trials. These simple FW measures use a safe white matter (WM) mask without gray matter (GM)/CSF partial volume contamination (WMsafe) near ventricles and sulci. We investigated if FW inside the WMsafe mask, including and excluding areas of white matter damage such as white matter hyperintensities (WMHs) as shown on T2 FLAIR, computed across the whole white matter could be indicative of diagnostic grouping along the AD continuum. After careful quality control, 81 cognitively normal controls (NC), 103 subjects with MCI and 42 with AD were selected from the ADNIGO and ADNI2 databases. We show that MCI and AD have significantly higher FW measures even after removing all partial volume contamination. We also show, for the first time, that when WMHs are removed from the masks, the significant results are maintained, which demonstrates that the FW measures are not just a byproduct of WMHs. Our new and simple FW measures can be used to increase our understanding of the role of inflammation-associated edema in AD and may aid in the differentiation of healthy subjects from MCI and AD patients.

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