Brain functional specialization and cooperation in Alzheimer's disease

被引:3
作者
Wu, Yue [1 ,2 ,3 ]
Gao, Manman [1 ,2 ]
Lv, Lingling [1 ,2 ]
Yan, Yibing [1 ,2 ]
Gao, Liying [1 ,2 ]
Geng, Zhi [1 ,2 ]
Zhou, Shanshan [1 ,2 ,4 ]
Zhu, Wanqiu [5 ]
Yu, Yongqiang [5 ]
Tian, Yanghua [1 ,2 ,4 ,6 ,7 ]
Ji, Gong-Jun [1 ,2 ,4 ,7 ]
Hu, Panpan [1 ,2 ,4 ]
Wu, Xingqi [1 ,2 ]
Wang, Kai [1 ,2 ,4 ,6 ,7 ]
机构
[1] Anhui Med Univ, Affiliated Hosp 1, Dept Neurol, 218 Jixi Rd, Hefei, Anhui, Peoples R China
[2] Anhui Prov Key Lab Cognit & Neuropsychiat Disorder, Hefei, Anhui, Peoples R China
[3] Anhui Med Univ, Hosp 2, Dept Psychol & Sleep Med, Hefei, Anhui, Peoples R China
[4] Collaborat Innovat Ctr Neuropsychiat Disorders & M, Hefei, Anhui, Peoples R China
[5] Anhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei, Anhui, Peoples R China
[6] Inst Artificial Intelligence, Hefei Comprehens Natl Sci Ctr, Hefei, Anhui, Peoples R China
[7] Anhui Med Univ, Sch Mental Hlth & Psychol Sci, Hefei, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
Alzheimer's disease; cerebral specialization; interhemispheric cooperation; resting-state functional magnetic resonance imaging; MEDIAL TEMPORAL-LOBE; HEMISPHERIC-SPECIALIZATION; DEFAULT-MODE; AMYLOID-BETA; MEMORY; CONNECTIVITY; ASYMMETRIES; DIAGNOSIS; PATHOLOGY; NETWORKS;
D O I
10.1002/brb3.3550
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
BackgroundCerebral specialization and interhemispheric cooperation are two vital features of the human brain. Their dysfunction may be associated with disease progression in patients with Alzheimer's disease (AD), which is featured as progressive cognitive degeneration and asymmetric neuropathology. ObjectiveThis study aimed to examine and define two inherent properties of hemispheric function in patients with AD by utilizing resting-state functional magnetic resonance imaging (rs-fMRI). MethodsSixty-four clinically diagnosed AD patients and 52 age- and sex-matched cognitively normal subjects were recruited and underwent MRI and clinical evaluation. We calculated and compared brain specialization (autonomy index, AI) and interhemispheric cooperation (connectivity between functionally homotopic voxels, CFH). ResultsIn comparison to healthy controls, patients with AD exhibited enhanced AI in the left middle occipital gyrus. This increase in specialization can be attributed to reduced functional connectivity in the contralateral region, such as the right temporal lobe. The CFH of the bilateral precuneus and prefrontal areas was significantly decreased in AD patients compared to controls. Imaging-cognitive correlation analysis indicated that the CFH of the right prefrontal cortex was marginally positively related to the Montreal Cognitive Assessment score in patients and the Auditory Verbal Learning Test score. Moreover, taking abnormal AI and CFH values as features, support vector machine-based classification achieved good accuracy, sensitivity, specificity, and area under the curve by leave-one-out cross-validation. ConclusionThis study suggests that individuals with AD have abnormal cerebral specialization and interhemispheric cooperation. This provides new insights for further elucidation of the pathological mechanisms of AD.
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页数:11
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