4.5 Article

Prediction of Alzheimer's Dementia in Patients with Amnestic Mild Cognitive Impairment in Clinical Routine: Incremental Value of Biomarkers of Neurodegeneration and Brain Amyloidosis Added Stepwise to Cognitive Status

Journal

JOURNAL OF ALZHEIMERS DISEASE
Volume 61, Issue 1, Pages 373-388

Publisher

IOS PRESS
DOI: 10.3233/JAD-170705

Keywords

Alzheimer's disease; biomarker; cerebrospinal fluid; FDG; magnetic resonance imaging; mild cognitive impairment; neuropsychological testing; positron emission tomography; prediction; white matter hyperintensities

Categories

Funding

  1. Alzheimer's Disease Neuroimaging Initiative (ADNI) (National Institutes of Health Grant) [U01AG024904]
  2. DOD ADNI (Department of Defense award) [W81XWH-12-2-0012]
  3. National Institute on Aging
  4. National Institute of Biomedical Imaging and Bioengineering
  5. AbbVie
  6. Alzheimer's Association
  7. Alzheimer's Drug Discovery Foundation
  8. Araclon Biotech
  9. BioClinica, Inc.
  10. Biogen
  11. CereSpir, Inc.
  12. Eisai Inc.
  13. Elan Pharmaceuticals, Inc.
  14. Eli Lilly and Company
  15. EuroImmun
  16. F. Hoffmann-La Roche Ltd and its affiliated company Genentech, Inc.
  17. Fujirebio
  18. GE Healthcare
  19. IXICO Ltd.
  20. Janssen Alzheimer Immunotherapy Research & Development, LLC.
  21. Johnson & Johnson Pharmaceutical Research & Development LLC.
  22. Lumosity
  23. Lundbeck
  24. Merck Co., Inc.
  25. Meso Scale Diagnostics, LLC.
  26. NeuroRx Research
  27. Neurotrack Technologies
  28. Novartis Pharmaceuticals Corporation
  29. Pfizer Inc.
  30. Piramal Imaging
  31. Servier
  32. Takeda Pharmaceutical Company
  33. Transition Therapeutics
  34. Canadian Institutes of Health Research
  35. Bristol-Myers Squibb Company

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The aim of this study was to evaluate the incremental benefit of biomarkers for prediction of Alzheimer's disease dementia (ADD) in patients with mild cognitive impairment (MCI) when added stepwise in the order of their collection in clinical routine. The model started with cognitive status characterized by the ADAS-13 score. Hippocampus volume (HV), cerebrospinal fluid (CSF) phospho-tau (pTau), and the FDG t-sum score in an AD meta-region-of-interest were compared as neurodegeneration markers. CSF-A beta(1-42) was used as amyloidosis marker. The incremental prognostic benefit from these markers was assessed by stepwise Kaplan-Meier survival analysis in 402 ADNI MCI subjects. Predefined cutoffs were used to dichotomize patients as 'negative' or 'positive' for AD characteristic alteration with respect to each marker. Among the neurodegeneration markers, CSF-pTau provided the best incremental risk stratification when added to ADAS-13. FDG PET outperformed HV only in MCI subjects with relatively preserved cognition. Adding CSF-A beta provided further risk stratification in pTau-positive subjects, independent of their cognitive status. Stepwise integration of biomarkers allows stepwise refinement of risk estimates for MCI-to-ADD progression. Incremental benefit strongly depends on the patient's status according to the preceding diagnostic steps. The stepwise Kaplan-Meier curves might be useful to optimize diagnostic workflow in individual patients.

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