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Structural integrity in subjective cognitive decline, mild cognitive impairment and Alzheimer's disease based on multicenter diffusion tensor imaging

机译:基于多中心扩散张量成像的主观认知下降,轻度认知障碍和阿尔茨海默病的结构完整性

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Introduction Subjective cognitive decline (SCD) can represent a preclinical stage of Alzheimer's disease. Diffusion tensor imaging (DTI) could aid an early diagnosis, yet only few monocentric DTI studies in SCD have been conducted, reporting heterogeneous results. We investigated microstructural changes in SCD in a larger, multicentric cohort. Methods 271 participants with SCD, mild cognitive impairment (MCI) or Alzheimer's dementia (AD) and healthy controls (CON) were included, recruited prospectively at nine centers of the observational DELCODE study. DTI was acquired using identical protocols. Using voxel-based analyses, we investigated fractional anisotropy (FA), mean diffusivity (MD) and mode (MO) in the white matter (WM). Discrimination accuracy was determined by cross-validated elastic-net penalized regression. Center effects were explored using variance analyses. Results MO and FA were lower in SCD compared to CON in several anterior and posterior WM regions, including the anterior corona radiata, superior and inferior longitudinal fasciculus, cingulum and splenium of the corpus callosum (p < 0.01, uncorrected). MD was higher in the superior and inferior longitudinal fasciculus, cingulum and superior corona radiata (p < 0.01, uncorrected). The cross-validated accuracy for discriminating SCD from CON was 67% (p < 0.01). As expected, the AD and MCI groups had higher MD and lower FA and MO in extensive regions, including the corpus callosum and temporal brain regions. Within these regions, center accounted for 3-15% of the variance. Conclusions DTI revealed subtle WM alterations in SCD that were intermediate between those in MCI and CON and may be useful to detect individuals with an increased risk for AD in clinical studies.
机译:引入主观认知下降(SCD)可以代表阿尔茨海默病的临床前阶段。扩散张量成像(DTI)可以帮助早期诊断,但仅进行了SCD中的少数单眼DTI研究,报告了异质结果。我们在较大的多中心队列中调查了SCD的微观结构变化。方法采用SCD,轻度认知障碍(MCI)或阿尔茨海默氏症(AD)和健康对照(CON)的271人参加,并在观察大师研究的九个中心招募。使用相同的协议获得DTI。使用基于体素的分析,我们研究了白质(WM)中的分数各向异性(FA),平均扩散率(MD)和模式(MO)。通过交叉验证的弹性净惩罚回归确定歧视准确性。使用方差分析探索了中心效应。结果Mo和Fa在SCD中较低,而在几个前后WM区域中,包括前电晕辐射,优异的纵向纵向坐毛,颅骨和较低的纵向坐毛,Corpus胼um(P <0.01,未校正)。 MD在优异的纵向纵向坐毛,Cingulum和高级电晕辐射(P <0.01,未校正)中较高。用于区分SCD的交叉验证精度为67%(P <0.01)。正如预期的那样,广告和MCI群体具有更高的MD和下部FA和MO,包括胼callosum和颞脑区。在这些地区内,中心占差异的3-15%。结论DTI揭示了SCD的微妙WM改变,其在MCI和CON中中间体,并且可以检测在临床研究中具有增加风险的个体。

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