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与功能连接性相比,代谢连接性对年龄和认知具有更大的预测效用。

Metabolic connectivity has greater predictive utility for age and cognition than functional connectivity.

作者信息

Deery Hamish A, Liang Emma X, Moran Chris, Egan Gary F, Jamadar Sharna D

机构信息

School of Psychological Sciences, Monash University, Melbourne 3800, Australia.

Monash Biomedical Imaging, Monash University, Melbourne 3800, Australia.

出版信息

Brain Commun. 2025 Feb 18;7(1):fcaf075. doi: 10.1093/braincomms/fcaf075. eCollection 2025.

Abstract

Recently developed high temporal resolution functional (18F)-fluorodeoxyglucose positron emission tomography (fPET) offers promise as a method for indexing the dynamic metabolic state of the brain by directly measuring a time series of metabolism at the post-synaptic neuron. This is distinct from functional magnetic resonance imaging (fMRI) that reflects a combination of metabolic, haemodynamic and vascular components of neuronal activity. The value of using fPET to understand healthy brain ageing and cognition over fMRI is currently unclear. Here, we use simultaneous fPET/fMRI to compare metabolic and functional connectivity and test their predictive ability for ageing and cognition. Whole-brain fPET connectomes showed moderate topological similarities to fMRI connectomes in a cross-sectional comparison of 40 younger (mean age 27.9 years; range 20-42) and 46 older (mean 75.8; 60-89) adults. There were more age-related within- and between-network connectivity and graph metric differences in fPET than fMRI. fPET was also associated with performance in more cognitive domains than fMRI. These results suggest that ageing is associated with a reconfiguration of metabolic connectivity that differs from haemodynamic alterations. We conclude that metabolic connectivity has greater predictive utility for age and cognition than functional connectivity and that measuring glucodynamic changes has promise as a biomarker for age-related cognitive decline.

摘要

最近开发的具有高时间分辨率的功能(18F)-氟脱氧葡萄糖正电子发射断层扫描(fPET)有望成为一种通过直接测量突触后神经元代谢的时间序列来索引大脑动态代谢状态的方法。这与功能磁共振成像(fMRI)不同,后者反映了神经元活动的代谢、血液动力学和血管成分的组合。目前尚不清楚使用fPET相对于fMRI来理解健康大脑衰老和认知的价值。在这里,我们使用同步fPET/fMRI来比较代谢和功能连接性,并测试它们对衰老和认知的预测能力。在对40名年轻人(平均年龄27.9岁;范围20-42岁)和46名老年人(平均75.8岁;60-89岁)的横断面比较中,全脑fPET连接组与fMRI连接组显示出适度的拓扑相似性。与fMRI相比,fPET中与年龄相关的网络内和网络间连接性以及图指标差异更多。fPET还与比fMRI更多的认知领域的表现相关。这些结果表明,衰老与代谢连接性的重新配置有关,这与血液动力学改变不同。我们得出结论,代谢连接性对年龄和认知的预测效用比功能连接性更大,并且测量葡萄糖代谢变化有望作为与年龄相关的认知衰退的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b7ba/11851278/25a2e0f56a9b/fcaf075_ga.jpg

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