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遗忘型轻度认知障碍和阿尔茨海默病患者基于表面的脑形态计量学测量的纵向变化。

Longitudinal changes in surface based brain morphometry measures in amnestic mild cognitive impairment and Alzheimer's Disease.

机构信息

University of Leipzig Medical Center, Department of Neurology, Germany.

Max Planck Institute for Human Cognitive and Brain Sciences, Department of Neurology, Leipzig, Germany; Clinic of Cognitive Neurology, University Hospital Leipzig, Leipzig, Germany.

出版信息

Neuroimage Clin. 2023;38:103371. doi: 10.1016/j.nicl.2023.103371. Epub 2023 Mar 8.

Abstract

BACKGROUND

Alzheimer's disease (AD) is associated with marked brain atrophy. While commonly used structural MRI imaging methods do not account for the complexity of human brain morphology, little is known about the longitudinal changes of cortical geometry and their relationship with cognitive decline in subjects with AD.

METHODS

Data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) were used to perform two-sample t-tests to investigate longitudinal changes of cortical thickness (CTh) and three surface-based morphometry measures: fractal dimension (i.e. cortical complexity; FD), gyrification index (GI), and sulcal depth (SD) in subjects with AD, amnestic mild cognitive impairment (aMCI) in comparison to cognitively unimpaired controls (CU) in baseline and 2-year follow-up sMRI scans. In addition, correlations of the morphological measures with two-year cognitive decline as assessed by the modified AD Assessment Scale-Cognitive Subscale (ADAS-Cog 11) were calculated via regression analyses.

RESULTS

Compared to CU, both AD and aMCI showed marked decreases in CTh. In contrast, analyses of FD and GI yielded a more nuanced decline of the respective measures with some areas showing increases in FD and GI. Overall changes in FD and GI were more pronounced in AD as compared to aMCI. Analyses of SD yielded widespread decreases. Interestingly, cognitive decline corresponded well with CTh declines in aMCI but not AD, whereas changes in FD corresponded with AD only but not aMCI, whereas GI and SD were associated with cognitive decline in aMCI and AD.

CONCLUSION

Patterns of longitudinal changes in FD, GI and SD were only partially overlapping with CTh reductions. In AD, surface-based morphometry measures for brain-surface complexity showed better correspondence than CTh with cognitive decline over a two-year period of time. Being drawn from measures reflecting changes in more intricate aspects of human brain morphology, these data provide new insight into the complexity of AD-related brain atrophy and its relationship with cognitive decline.

摘要

背景

阿尔茨海默病(AD)与明显的脑萎缩有关。虽然常用的结构 MRI 成像方法没有考虑到人类大脑形态的复杂性,但对于 AD 患者皮质几何形状的纵向变化及其与认知能力下降的关系知之甚少。

方法

使用阿尔茨海默病神经影像学倡议(ADNI)的数据进行两样本 t 检验,以研究 AD、遗忘型轻度认知障碍(aMCI)患者与认知正常对照(CU)在基线和 2 年随访 sMRI 扫描中皮质厚度(CTh)和三种基于表面形态计量学测量值(分形维数(即皮质复杂度;FD)、脑回指数(GI)和脑沟深度(SD))的纵向变化。此外,通过回归分析计算形态学测量值与两年认知下降(以改良 AD 评估量表-认知子量表(ADAS-Cog 11)评估)的相关性。

结果

与 CU 相比,AD 和 aMCI 均表现出 CTh 的明显下降。相比之下,FD 和 GI 的分析得出了更细致的下降,一些区域的 FD 和 GI 增加。FD 和 GI 的总体变化在 AD 中比 aMCI 更为明显。SD 分析得出广泛的下降。有趣的是,在 aMCI 中,认知能力下降与 CTh 下降很好地对应,但在 AD 中则不然,而 FD 变化仅与 AD 对应,而不是 aMCI,而 GI 和 SD 与 aMCI 和 AD 的认知能力下降相关。

结论

FD、GI 和 SD 的纵向变化模式与 CTh 减少仅部分重叠。在 AD 中,脑表面复杂度的基于表面形态计量学测量值与认知能力下降的对应关系比 CTh 更好,时间跨度为两年。这些数据来自反映人类大脑形态更复杂方面变化的测量值,为 AD 相关脑萎缩的复杂性及其与认知能力下降的关系提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/de1f/10025277/ad759636079b/gr1.jpg

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