超连接区域的葡萄糖代谢预测阿尔茨海默病的神经变性和转化速度。

IF 7.6 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Alice Galli, Marianna Inglese, Luca Presotto, Rachele Malito, Xin Di, Nicola Toschi, Andrea Pilotto, Alessandro Padovani, Cristina Tassorelli, Daniela Perani, Arianna Sala, Silvia Paola Caminiti
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引用次数: 0

摘要

目的:在这里,我们结合纵向设计来评估阿尔茨海默病(AD)不同临床阶段的全脑高连接和低连接,并采用多模式方法来了解这种连接变化如何与葡萄糖低代谢相关。方法:我们从阿尔茨海默病神经影像学倡议(ADNI)数据库中选择了N = 66名具有临床、脑脊液和FDG-PET评估的纵向队列。N = 31名AD患者分为三个阶段进行评估:轻度认知障碍(AD- mci, T0)、早期痴呆(轻度AD, T1)和痴呆(AD- d, T2)。我们纳入N = 35名年龄/性别匹配的健康对照。我们使用Pearson’s correlation、聚类分析和图论度量来评估纵向代谢连通性。结果:在MCI-AD阶段,低连通性和超连通性并存。数据驱动的纵向聚类分析确定了特定的病理簇:默认模式网络簇,具有普遍的低连通性和严重的持续低代谢;边缘集群显示超连通性和急剧的代谢下降。超连接边缘区域的代谢对ad样顶叶-颞叶代谢低下的恶化有中介作用,并预测更快地转化为痴呆。结论:低连接和超连接,特别是在早期,可能在阿尔茨海默病神经退行性过程中发挥不同的作用,超连接区域的代谢在阿尔茨海默病病理核心区域的神经退行性变化中起中介作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Glucose metabolism in hyper-connected regions predicts neurodegeneration and speed of conversion in Alzheimer's disease.

Purpose: Here, we combined a longitudinal design to assess whole-brain hyper- and hypo-connectivity in the different clinical phases of Alzheimer's disease (AD) with a multimodal approach to understand how such connectivity changes were related to glucose hypometabolism.

Methods: We selected a longitudinal cohort of N = 66 subjects with clinical, cerebrospinal fluid and FDG-PET assessments, from Alzheimer's Disease Neuroimaging Initiative (ADNI) database. N = 31 AD individuals were assessed at three stages: mild cognitive impairment (AD-MCI, T0), early phase of dementia (mild-AD, T1) and dementia (AD-D, T2). We included N = 35 age/sex-matched healthy controls. We assessed longitudinal metabolic connectivity using Pearson's correlation, clustering analysis and graph theory metrics.

Results: In the MCI-AD stages, hypo- and hyper-connectivity coexisted. Data-driven, longitudinal clustering analysis identified specific pathological clusters: a default mode network cluster, with prevalent hypo-connectivity and severe, persistent hypometabolism; a limbic cluster showing hyper-connectivity and steeper metabolic decline. Metabolism in hyper-connected limbic regions showed a mediation effect on worsening of AD-like parieto-temporal hypometabolism and predicted faster conversion to dementia.

Conclusion: Hypo- and hyper-connectivity, especially in early stages, may have different roles in AD neurodegenerative processes, with metabolism in hyper-connected regions acting as a mediator on the neurodegeneration of core regions of AD pathology.

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来源期刊
CiteScore
15.60
自引率
9.90%
发文量
392
审稿时长
3 months
期刊介绍: The European Journal of Nuclear Medicine and Molecular Imaging serves as a platform for the exchange of clinical and scientific information within nuclear medicine and related professions. It welcomes international submissions from professionals involved in the functional, metabolic, and molecular investigation of diseases. The journal's coverage spans physics, dosimetry, radiation biology, radiochemistry, and pharmacy, providing high-quality peer review by experts in the field. Known for highly cited and downloaded articles, it ensures global visibility for research work and is part of the EJNMMI journal family.
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