Brain Microstructure Reveals Early Abnormalities more than Two Years prior to Clinical Progression from Mild Cognitive Impairment to Alzheimer's Disease

被引:146
作者
Douaud, Gwenaelle [1 ]
Menke, Ricarda A. L. [1 ,9 ]
Gass, Achim [2 ,3 ]
Monsch, Andreas U. [4 ]
Rao, Anil [5 ]
Whitcher, Brandon [5 ,6 ]
Zamboni, Giovanna [1 ,7 ]
Matthews, Paul M. [5 ,8 ]
Sollberger, Marc [2 ,3 ,4 ]
Smith, Stephen [1 ]
机构
[1] Univ Oxford, Nuffield Dept Clin Neurosci, Funct MRI Brain FMRIB Ctr, Oxford OX3 9DU, England
[2] Univ Basel Hosp, Dept Neurol, CH-4031 Basel, Switzerland
[3] Univ Basel Hosp, Dept Neuroradiol, CH-4031 Basel, Switzerland
[4] Univ Basel Hosp, Memory Clin Dept Geriatr, CH-4031 Basel, Switzerland
[5] Univ London Imperial Coll Sci Technol & Med, London SW7 2AZ, England
[6] Mango Solut, Chippenham SN14 0GB, England
[7] Univ Oxford, Nuffield Dept Clin Med, Oxford Project Investigate Memory & Ageing OPTIMA, Oxford OX3 7BN, England
[8] Hammersmith Hosp, Clin Imaging Ctr, GlaxoSmithKline, London W12 0NN, England
[9] Univ Oxford, Warneford Hosp, Dept Psychiat, Oxford OX3 7JX, England
基金
英国工程与自然科学研究理事会;
关键词
IN-VIVO; ATROPHY; MRI; ASTROCYTOSIS; BIOMARKERS; CONVERSION; DEMENTIA; MCI; AD; PREDICTION;
D O I
10.1523/JNEUROSCI.4437-12.2013
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Diffusion imaging is a promising marker of microstructural damage in neurodegenerative disorders, but interpretation of its relationship with underlying neuropathology can be complex. Here, we examined both volumetric and brain microstructure abnormalities in 13 amnestic patients with mild cognitive impairment (MCI), who progressed to probable Alzheimer's disease (AD) no earlier than 2 years after baseline scanning, in order to focus on early, and hence more sensitive, imaging markers. We compared them to 22 stable amnestic MCI patients with similar cognitive performance and episodic memory impairment but who did not show progression of symptoms for at least 3 years. Significant group differences were mainly found in the volume and microstructure of the left hippocampus, while white matter group differences were also found in the body of the fornix, left fimbria, and superior longitudinal fasciculus (SLF). Diffusion index abnormalities in the SLF were the sign of a subtle microstructural injury not detected by standard atrophy measures in the corresponding gray matter regions. The microstructural measure obtained in the left hippocampus using diffusion imaging showed the most substantial differences between the two groups and was the best single predictor of future progression to AD. An optimal prediction model (91% accuracy, 85% sensitivity, 96% specificity) was obtained by combining MRI measures and CSF protein biomarkers. These results highlight the benefit of using the information of brain microstructural damage, in addition to traditional gray matter volume, to detect early, subtle abnormalities in MCI prior to clinical progression to probable AD and, in combination with CSF markers, to accurately predict such progression.
引用
收藏
页码:2147 / 2155
页数:9
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