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Brain microstructure reveals early abnormalities more than two years prior to clinical progression from mild cognitive impairment to Alzheimer's disease.

机译:在从轻度认知障碍到阿尔茨海默氏病的临床进展之前,大脑微结构显示了两年多的早期异常。

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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.
机译:扩散成像是神经退行性疾病中微结构损伤的有前途的标志物,但对其与潜在神经病理学关系的解释可能很复杂。在这里,我们检查了13例轻度认知障碍(MCI)的记忆删除患者的体积和脑微结构异常,这些患者在基线扫描后不早于2年发展为可能的阿尔茨海默氏病(AD),以便更早地关注,因此更多敏感的成像标记。我们将他们与22名稳定的健忘性MCI患者进行比较,这些患者的认知表现和发作性记忆障碍相似,但至少3年未出现症状进展。明显的组差异主要存在于左海马的体积和微观结构中,而白质组的差异也存在于穹ni体,左菌毛和上纵筋膜(SLF)中。 SLF中的扩散指数异常是在相应的灰质区域未通过标准萎缩措施检测到的细微微结构损伤的迹象。使用扩散成像在左海马体中获得的显微结构测量结果显示,两组之间的差异最大,并且是未来发展为AD的最佳单一预测指标。通过结合MRI测量和CSF蛋白生物标志物获得了最佳预测模型(准确度为91%,敏感性为85%,特异性为96%)。这些结果凸显了使用脑微结构损伤信息和传统灰质体积信息,以在临床进展为可能的AD之前检测MCI的早期,细微异常的益处,并结合CSF标记物准确预测这种进展的益处。 。

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