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

被引:12
作者
Lange, Catharina [1 ,2 ]
Suppa, Per [1 ,3 ]
Pietrzyk, Uwe [2 ,4 ]
Makowski, Marcus R. [5 ]
Spies, Lothar [3 ,5 ]
Peters, Oliver [6 ]
Buchert, Ralph [1 ,7 ]
机构
[1] Charite, Dept Nucl Med, Berlin, Germany
[2] Univ Wuppertal, Sch Math & Nat Sci, Wuppertal, Germany
[3] Jung Diagnost GmbH, Hamburg, Germany
[4] Forschungszentrum Julich, Inst Neurosci & Med, Julich, Germany
[5] Charite, Dept Radiol, Berlin, Germany
[6] Charite, Dept Psychiat & Psychotherapy, Berlin, Germany
[7] Univ Med Ctr Hamburg Eppendorf, Ctr Radiol & Endoscopy, Dept Diagnost & Intervent Radiol & Nucl Med, Hamburg, Germany
基金
美国国家卫生研究院; 加拿大健康研究院;
关键词
Alzheimer's disease; biomarker; cerebrospinal fluid; FDG; magnetic resonance imaging; mild cognitive impairment; neuropsychological testing; positron emission tomography; prediction; white matter hyperintensities; WHITE-MATTER HYPERINTENSITIES; CSF BIOMARKERS; ASSOCIATION WORKGROUPS; DIAGNOSTIC GUIDELINES; MAGNETIC-RESONANCE; NATIONAL INSTITUTE; DISEASE; MCI; MRI; PROGRESSION;
D O I
10.3233/JAD-170705
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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.
引用
收藏
页码:373 / 388
页数:16
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