Differences in Topography of Individual Amyloid Brain Networks by Amyloid PET Images in Healthy Control, Mild Cognitive Impairment, and Alzheimer's Disease

被引:0
|
作者
Ho, Tsung-Ying [1 ]
Huang, Shu-Hua [2 ]
Huang, Chi-Wei [3 ]
Lin, Kun-Ju [1 ,4 ,5 ,6 ]
Hsu, Jung-Lung [7 ,8 ]
Huang, Kuo-Lun [9 ]
Chen, Ko-Ting [6 ,10 ,11 ]
Chang, Chiung-Chih [3 ]
Hsiao, Ing-Tsung [4 ,5 ,6 ]
Huang, Sheng-Yao [12 ]
机构
[1] Chang Gung Univ, Linkou Chang Gung Mem Hosp, Dept Nucl Med, Taoyuan, Taiwan
[2] Chang Gung Univ, Kaohsiung Chang Gung Mem Hosp, Coll Med, Dept Nucl Med, Kaohsiung, Taiwan
[3] Chang Gung Univ, Kaohsiung Chang Gung Mem Hosp, Inst Translat Res Biomed, Coll Med,Dept Neurol,Cognit & Aging Ctr, Kaohsiung, Taiwan
[4] Chang Gung Univ, Coll Med, Dept Med Imaging & Radiol Sci, Taoyuan, Taiwan
[5] Chang Gung Univ, Hlth Aging Res Ctr, Taoyuan, Taiwan
[6] Linkou Chang Gung Mem Hosp, Neurosci Res Ctr, Taoyuan, Taiwan
[7] LinKou Chang Gung Mem Hosp, Dept Neurol, Taoyuan, Taiwan
[8] New Taipei Municipal TuCheng Hosp, Built & Operated Chang Gung Med Fdn, Dept Neurol, New Taipei City, Taiwan
[9] Chang Gung Univ, Linkou Chang Gung Mem Hosp, Dept Neurol, Taoyuan, Taiwan
[10] Linkou Chang Gung Mem Hosp, Dept Neurosurg, Taoyuan, Taiwan
[11] Chang Gung Univ, Sch Med, Taoyuan, Taiwan
[12] Soochow Univ, Dept Math, Taipei, Taiwan
关键词
Amyloid plaque; Positron emission tomography; Brain connectivity; Graph theory; METABOLIC CONNECTIVITY; BETA; PATTERNS; SPM; FDG;
D O I
10.1007/s10278-024-01230-7
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Amyloid plaques, implicated in Alzheimer's disease, exhibit a spatial propagation pattern through interconnected brain regions, suggesting network-driven dissemination. This study utilizes PET imaging to investigate these brain connections and introduces an innovative method for analyzing the amyloid network. A modified version of a previously established method is applied to explore distinctive patterns of connectivity alterations across cognitive performance domains. PET images illustrate differences in amyloid accumulation, complemented by quantitative network indices. The normal control group shows minimal amyloid accumulation and preserved network connectivity. The MCI group displays intermediate amyloid deposits and partial similarity to normal controls and AD patients, reflecting the evolving nature of cognitive decline. Alzheimer's disease patients exhibit high amyloid levels and pronounced disruptions in network connectivity, which are reflected in low levels of global efficiency (Eg) and local efficiency (Eloc). It is mostly in the temporal lobe where connectivity alterations are found, particularly in regions related to memory and cognition. Network connectivity alterations, combined with amyloid PET imaging, show potential as discriminative markers for different cognitive states. Dataset-specific variations must be considered when interpreting connectivity patterns. The variability in MCI and AD overlap emphasizes the heterogeneity in cognitive decline progression, suggesting personalized approaches for neurodegenerative disorders. This study contributes to understanding the evolving network characteristics associated with normal cognition, MCI, and AD, offering valuable insights for developing diagnostic and prognostic markers.
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页数:13
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