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
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.
引用
收藏
页数:5
相关论文
共 50 条
  • [31] Effect of APOE ε4 Genotype on Metabolic Biomarkers in Aging and Alzheimer's Disease
    Morris, Jill K.
    Uy, Roxanne Adeline Z.
    Vidoni, Eric D.
    Wilkins, Heather M.
    Archer, Ashley E.
    Thyfault, John P.
    Miles, John M.
    Burns, Jeffrey M.
    JOURNAL OF ALZHEIMERS DISEASE, 2017, 58 (04) : 1129 - 1135
  • [32] Disclosure of APOE Genotype for Risk of Alzheimer's Disease
    Green, Robert C.
    Roberts, J. Scott
    Cupples, L. Adrienne
    Relkin, Norman R.
    Whitehouse, Peter J.
    Brown, Tamsen
    Eckert, Susan LaRusse
    Butson, Melissa
    Sadovnick, A. Dessa
    Quaid, Kimberly A.
    Chen, Clara
    Cook-Deegan, Robert
    Farrer, Lindsay A.
    NEW ENGLAND JOURNAL OF MEDICINE, 2009, 361 (03): : 245 - 254
  • [33] Neuropsychiatric symptoms and the APOE genotype in Alzheimer’s disease
    Marina Del Prete
    Simona Spaccavento
    Angela Craca
    Pietro Fiore
    Paola Angelelli
    Neurological Sciences, 2009, 30 : 367 - 373
  • [34] Association of sex and APOE ε4 with brain tau deposition and atrophy in older adults with Alzheimer's disease
    Yan, Shaozhen
    Zheng, Chaojie
    Paranjpe, Manish D.
    Li, Jian
    Benzinger, Tammie Ls
    Lu, Jie
    Zhou, Yun
    THERANOSTICS, 2020, 10 (23): : 10563 - 10572
  • [35] Linking APOE-ε4, blood-brain barrier dysfunction, and inflammation to Alzheimer's pathology
    Riphagen, Joost M.
    Ramakers, Inez H. G. M.
    Freeze, Whitney M.
    Pagen, Linda H. G.
    Hanseeuw, Bernard J.
    Verbeek, Marcel M.
    Verhey, Frans R. J.
    Jacobs, Heidi I. L.
    NEUROBIOLOGY OF AGING, 2020, 85 : 96 - 103
  • [36] Neuropsychiatric symptoms and the APOE genotype in Alzheimer's disease
    Del Prete, Marina
    Spaccavento, Simona
    Craca, Angela
    Fiore, Pietro
    Angelelli, Paola
    NEUROLOGICAL SCIENCES, 2009, 30 (05) : 367 - 373
  • [37] Infection and Alzheimer's disease:: The APOE ε4 connection and lipid metabolism
    Urosevic, Nadezda
    Martins, Ralph N.
    JOURNAL OF ALZHEIMERS DISEASE, 2008, 13 (04) : 421 - 435
  • [38] Influence of apoE genotype and PET brain imaging on preclinical prediction of Alzheimer's disease
    Small, GW
    Ercoli, LM
    Silverman, DHS
    Huang, SC
    Bookheimer, SY
    Lavretsky, H
    Miller, K
    Siddarth, P
    Mazziotta, JC
    Saunders, AM
    Pericak-Vance, MA
    Roses, AD
    Barrio, JR
    Phelps, ME
    ALZHEIMER'S DISEASE: ADVANCES IN ETIOLOGY, PATHOGENESIS AND THERAPEUTICS, 2001, : 193 - 203
  • [39] Increased CSF-BACE 1 activity is associated with ApoE-ε4 genotype in subjects with mild cognitive impairment and Alzheimer's disease
    Ewers, Michael
    Zhong, Zhenyu
    Buerger, Katharina
    Wallin, Anders
    Blennow, Kaj
    Teipel, Stefan J.
    Shen, Yong
    Hampel, Harald
    BRAIN, 2008, 131 : 1252 - 1258
  • [40] Executive deficits and regional brain metabolism in Alzheimer's disease
    Woo, Benjamin K. P.
    Harwood, Dylan G.
    Melrose, Rebecca J.
    Mandelkern, Mark A.
    Campa, Olivia M.
    Walston, Amy
    Sultzer, David L.
    INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY, 2010, 25 (11) : 1150 - 1158