Impact of sex and APOE-ε4 genotype on regional brain metabolism in Alzheimer's Disease

被引:1
|
作者
Sauty, Benoit [1 ]
Durrleman, Stanley [1 ]
机构
[1] Sorbonne Univ, INRIA, AP HP, Paris Brain Inst ICM,Inserm,CNRS, Paris, France
来源
2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI | 2023年
关键词
Longitudinal studies; Alzheimer's Disease; Brain hypometabolism; Sexual dimorphism; RISK;
D O I
10.1109/ISBI53787.2023.10230777
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
the strongest predictors of the risk of developing Alzheimer's Disease (AD). This work models the pathological progression of regional brain hypometabolism, using mixed-effect models with latent time variable and longitudinal FDG-PET data. Statistical comparisons then disentangle the effects of sex and APOE-epsilon 4 genotype on the onset age and pace of progression of hympometabolism in each brain region, while correcting for education level. They provide a brain map of the regions with earlier and/or faster alterations of the metabolism. We show that females are associated with faster hypometabolism in the caudate nuclei, the thalamus and right temporal and medial-occipital lobes, while APOE-epsilon 4 is associated with earlier hypometabolism in the limbic system (hippocampus, parahippocampus and amygdala) and temporal lobe.
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页数:5
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