Cerebral Glucose Hypometabolism in Alzheimer's Disease: A Meta-Analysis and Transcriptomic-Neuroimaging Study.

IF 1.9
Chu-Xin Huang, Yi Pan, Han Xiao, Jing-Hang Wang, Jun Liu
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Abstract

Introduction: Cerebral glucose hypometabolism is known to occur in Alzheimer's Disease (AD). However, the spatial pattern of these metabolic alterations remains inconsistent across studies, and the molecular mechanisms linking regional metabolic vulnerability to gene expression profiles are poorly understood, thus highlighting the neuroimaging-transcriptomics gap.

Methods: We performed a coordinate-based meta-analysis of 18F-fluorodeoxyglucose positron emission tomography data from 17 studies. This involved 888 AD individuals and 529 healthy controls. Spatial correlation analysis of metabolic alterations and transcriptomic gene data from the Allen Human Brain Atlas was performed. Enrichment analysis was conducted to explore biological processes associated with the identified genes.

Results: Compared with healthy controls, AD patients showed significant glucose hypometabolism in regions including the bilateral precuneus, median cingulate/paracingulate gyri, posterior cingulate gyri, angular gyri, inferior parietal gyri, supramarginal gyri, middle occipital gyri, middle temporal gyri, inferior temporal gyri, the left inferior frontal gyrus (triangular part), and anterior cingulate/ paracingulate gyrus. Spatial correlation analysis revealed that these changes were correlated with 2,701 genes. The identified genes were mainly involved in biological processes such as the DNA metabolic process, chromatin remodeling, chromatin/kinase binding, and mitochondrion organization.

Discussion: The meta-analysis and transcriptomic-neuroimaging study revealed consistent patterns of brain metabolism and AD-associated gene sets. We also identified related biological processes. These results link microscale gene expression to macroscale glucose hypometabolism and offer new mechanism perspectives.

Conclusion: This study maps AD-related glucose hypometabolism to specific transcriptional profiles, providing novel insights into the molecular basis of metabolic alterations in AD.

阿尔茨海默病的脑糖代谢低下:荟萃分析和转录组神经影像学研究
简介:已知在阿尔茨海默病(AD)中发生脑葡萄糖代谢低下。然而,这些代谢改变的空间格局在不同的研究中仍然不一致,并且将区域代谢易感性与基因表达谱联系起来的分子机制知之甚少,从而突出了神经成像-转录组学的差距。方法:我们对来自17项研究的18f -氟脱氧葡萄糖正电子发射断层扫描数据进行了基于坐标的meta分析。这项研究涉及888名AD患者和529名健康对照者。对来自Allen人脑图谱的代谢改变和转录组基因数据进行空间相关性分析。进行富集分析以探索与所鉴定基因相关的生物过程。结果:与健康对照组相比,AD患者双侧楔前叶、扣带中/扣带旁回、扣带后回、角回、顶叶下回、边缘上回、枕中回、颞中回、颞下回、左侧额下回(三角形部分)、扣带前/扣带旁回等区域葡萄糖代谢明显降低。空间相关分析显示,这些变化与2701个基因相关。所鉴定的基因主要参与生物过程,如DNA代谢过程、染色质重塑、染色质/激酶结合和线粒体组织。讨论:荟萃分析和转录组神经影像学研究揭示了脑代谢和ad相关基因集的一致模式。我们还确定了相关的生物过程。这些结果将微观尺度的基因表达与宏观尺度的葡萄糖低代谢联系起来,并提供了新的机制视角。结论:本研究将AD相关的葡萄糖低代谢定位到特定的转录谱,为AD代谢改变的分子基础提供了新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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