German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.
German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
J Neurol. 2019 Oct;266(10):2465-2474. doi: 10.1007/s00415-019-09429-3. Epub 2019 Jun 21.
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.
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.
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.
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.
主观认知下降(SCD)可能代表阿尔茨海默病的临床前阶段。弥散张量成像(DTI)可辅助早期诊断,但仅有少数 SCD 的单中心 DTI 研究,且报告结果存在异质性。我们在更大的、多中心队列中研究 SCD 的微观结构变化。
271 名 SCD、轻度认知障碍(MCI)或阿尔茨海默病痴呆(AD)患者和健康对照者(CON)被前瞻性纳入观察性 DELCODE 研究的 9 个中心。采用相同的方案采集 DTI。我们通过体素分析研究了白质(WM)中的各向异性分数(FA)、平均弥散度(MD)和模式(MO)。采用交叉验证弹性网惩罚回归确定判别准确率。采用方差分析探讨中心效应。
与 CON 相比,SCD 患者多个前、后 WM 区域的 MO 和 FA 较低,包括前放射冠、上下纵束、扣带和胼胝体体部和压部(p<0.01,未校正)。上下纵束、扣带和上放射冠的 MD 较高(p<0.01,未校正)。判别 SCD 与 CON 的交叉验证准确率为 67%(p<0.01)。正如预期的那样,AD 和 MCI 组在包括胼胝体和颞叶在内的广泛区域有更高的 MD 和更低的 FA 和 MO。在这些区域内,中心占方差的 3-15%。
DTI 显示 SCD 存在细微的 WM 改变,介于 MCI 和 CON 之间,可能有助于在临床研究中检测出 AD 风险增加的个体。