Endocytosis-pathway polygenic scores affects the hippocampal network connectivity and individualized identification across the high-risk of Alzheimer's disease

被引:7
作者
Zhu, Yao [1 ]
Zang, Feifei [1 ]
Liu, Xinyi [1 ]
Fan, Dandan [1 ]
Zhang, Qianqian [1 ]
Ren, Qingguo [1 ]
Xie, Chunming [1 ]
机构
[1] Southeast Univ, Dept Neurol, Sch Med, Affiliated ZhongDa Hosp, Nanjing 210000, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Genetic polymorphism; Mild cognitive impairment; Hippocampus; Resting-state functional magnetic resonance imaging; Classification; MILD COGNITIVE IMPAIRMENT; AMYLOID-PRECURSOR-PROTEIN; DEFAULT MODE NETWORK; NEUROIMAGING INITIATIVE PROGRESS; CAUDATE-NUCLEUS VOLUME; FUNCTIONAL CONNECTIVITY; COMMON VARIANTS; CORTICAL HUBS; BASE-LINE; BETA;
D O I
10.1007/s11682-020-00316-4
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
The neural mechanisms underlying the polygenic effects of the endocytosis pathway on the brain function of Alzheimer's Disease (AD) remain unclear, especially in the prodromal stages of AD from early mild cognitive impairment (EMCI) to late mild cognitive impairment (LMCI). We used an imaging genetic approach to investigate the polygenic effects of the endocytosis pathway on the hippocampal network across the prodromal stages of AD. The subjects' data were selected from the Alzheimer's Disease Neuroimaging Initiative. Hippocampal volumes were examined in subjects of cognitive normal (CN), EMCI and LMCI groups. Multivariate linear regression analysis was employed to measure the effects of disease and endocytosis-based multilocus genetic risk scores (MGRS) on the hippocampal network which was constructed using the bilateral hippocampal regions. We identified hippocampal volumes in LMCI group were smaller than those in CN and EMCI groups. Endocytosis-based MGRS was widely influenced the neural structures within the hippocampal network, especially in the prefrontal-occipital regions and striatum. Compared to low endocytosis-based MGRS carriers, high MGRS carriers showed the opposite trajectory of hippocampal network functional connectivity (FC) across the prodromal stages of AD. Further, a model composed of selected hippocampal FCs and hippocampal volume yielded strong classification powers of EMCI and LMCI. These findings expand our understanding of the pathophysiology of polygenic effects underlying brain network in the prodromal stages of AD.
引用
收藏
页码:1155 / 1169
页数:15
相关论文
共 91 条
[1]  
AHMAD S, 2018, ALZHEIMERS DEMENT, V0014, P00848, DOI DOI 10.1016/J.JALZ.2018.01.005
[2]  
AISEN PS, 2010, ALZHEIMERS DEMENT, V0006, P00239
[3]  
[Anonymous], 2016, ALZHEIMERS DEMENT, V12, P459, DOI DOI 10.1016/J.JALZ.2016.03.001
[4]  
ATRI A, 2019, MED CLIN N AM, V0103, P00263, DOI DOI 10.1016/J.MCNA.2018.10.009
[5]  
BAI F, 2009, BIOL PSYCHIAT, V0065, P00951, DOI DOI 10.1016/J.BIOPSYCH.2008.10.017
[6]  
BAI F, 2009, NEUROSCIENCE LETT, V0462, P00147, DOI DOI 10.1016/J.NEULET.2009.07.009
[7]  
Bai F, 2011, PLOS ONE, V6, P12, DOI [10.1371/journal.pone.00292883246487, DOI 10.1371/JOURNAL.PONE.00292883246487]
[8]  
BAI F, 2016, BRAIN STRUCTURE FUNC, V0221, P00433, DOI DOI 10.1007/S00429-014-0916-4
[9]  
BAIG S, 2010, J NEUROPATH EXP NEUR, V0069, P01071
[10]  
BERTRAM L, 2007, NAT GENET, V0039, P00017, DOI DOI 10.1038/NG1934