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载脂蛋白 E ε4 对轻度认知障碍患者脑区特异性葡萄糖代谢纵向变化的影响:一项 FDG-PET 研究。

The effect of ApoE ε4 on longitudinal brain region-specific glucose metabolism in patients with mild cognitive impairment: a FDG-PET study.

机构信息

The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States.

Department of Nuclear Medicine, Peking University First Hospital, Beijing, China.

出版信息

Neuroimage Clin. 2019;22:101795. doi: 10.1016/j.nicl.2019.101795. Epub 2019 Mar 28.

Abstract

While the ApoE ε4 allele is a known risk factor for mild cognitive impairment (MCI) and Alzheimer's disease, brain region specific effects remain elusive. In this study, we investigate whether the ApoE ε4 allele exhibits brain region specific effects in longitudinal glucose uptake among patients with MCI from the Alzheimer's Disease Neuroimaging Initiative (ADNI). Preprocessed FDG PET images, MRIs, and demographic information were downloaded from the ADNI database. An iterative reblurred Van Cittertiteration method was used for partial volume correction (PVC) on all PET images. Structural MRIs were used for PET spatial normalization and region of interest (ROI) definition in standard space. Longitudinal changes in ROI FDG standardized uptake value ratio (SUVR) relative to cerebellum in 24 ApoE ε4 carriers and 24 age-matched ApoE ε4 non-carriers were measured for up to 84-months (median 72 months, SD = 11.2 months) and compared using a generalized linear mixed effects model controlling for gender, education, baseline age, and follow-up period. Additionally, voxelwise analysis was performed by implementing a paired t-test comparing matched baseline and 72 month FDG SUVR images in ApoE carriers and non-carriers separately. Results with PVC were compared with ones from non-PVC based analysis. After applying PVC, the superior fontal, parietal, lateral temporal, medial temporal, caudate, thalamus, and post-cingulate, and amygdala regions had greater longitudinal decreases in FDG uptake in ApoE ε4 carriers with MCI compared to non-carriers with MCI. Similar forebrain and limbic clusters were found through voxelwise analysis. Compared to the PVC based analysis, fewer significant ApoE-associated regions and clusters were found in the non-PVC based PET analysis. Our findings suggest that the ApoE ε4 genotype is associated with a longitudinal decline in glucose uptake in 8 forebrain and limbic brain regions in the context of MCI. In conclusion, this 84-months longitudinal FDG PET study demonstrates a novel ApoE ε4-associated brain-region specific glucose metabolism pattern in patients with MCI. Partial volume correction improved FDG PET quantification.

摘要

虽然载脂蛋白 E ε4 等位基因是轻度认知障碍 (MCI) 和阿尔茨海默病的已知风险因素,但大脑区域特异性影响仍难以捉摸。在这项研究中,我们调查了载脂蛋白 E ε4 等位基因是否在阿尔茨海默病神经影像学倡议 (ADNI) 中 MCI 患者的纵向葡萄糖摄取中表现出大脑区域特异性效应。从 ADNI 数据库下载了预处理的 FDG PET 图像、MRI 和人口统计学信息。迭代重模糊 Van Cittert 迭代法用于所有 PET 图像的部分容积校正 (PVC)。结构 MRI 用于 PET 空间归一化和标准空间中的感兴趣区域 (ROI) 定义。在 24 名载脂蛋白 E ε4 携带者和 24 名年龄匹配的载脂蛋白 E ε4 非携带者中,测量了长达 84 个月(中位数 72 个月,SD=11.2 个月)的 ROI FDG 标准化摄取值比(SUVR)相对于小脑的纵向变化,并使用广义线性混合效应模型控制性别、教育、基线年龄和随访期进行比较。此外,通过在载脂蛋白携带者和非携带者中分别实施配对 t 检验比较匹配的基线和 72 个月 FDG SUVR 图像,进行了体素分析。将基于 PVC 的结果与基于非-PVC 的分析结果进行了比较。应用 PVC 后,与 MCI 非携带者相比,MCI 载脂蛋白 E ε4 携带者的额上、顶叶、外侧颞叶、内侧颞叶、尾状核、丘脑和后扣带回以及杏仁核区域的 FDG 摄取纵向下降更大。通过体素分析发现了类似的前脑和边缘簇。与基于 PVC 的分析相比,在基于非-PVC 的 PET 分析中发现的与 ApoE 相关的区域和簇较少。我们的研究结果表明,在 MCI 背景下,载脂蛋白 E ε4 基因型与 8 个前脑和边缘脑区的葡萄糖摄取纵向下降有关。总之,这项长达 84 个月的 FDG PET 研究表明,MCI 患者存在一种新的载脂蛋白 E ε4 相关的脑区特异性葡萄糖代谢模式。部分容积校正提高了 FDG PET 定量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe2a/6449776/250eaa34499e/gr2.jpg

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