Abnormal cortical regions and subsystems in whole brain functional connectivity of mild cognitive impairment and Alzheimer's disease: a preliminary study

被引:8
作者
Chen, Bo [1 ]
机构
[1] Hangzhou Dianzi Univ, Sch Sci, Hangzhou 310018, Zhejiang, Peoples R China
关键词
Alzheimer's disease; Functional connectivity; Cerebral cortex; Computing methodologies; RESTING-STATE FMRI; GRAY-MATTER LOSS; MEDIAL TEMPORAL-LOBE; NEURODEGENERATIVE DISEASES; NETWORK HUBS; HIPPOCAMPUS; DIAGNOSIS; AMYGDALA; ATROPHY; MRI;
D O I
10.1007/s40520-020-01539-7
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
The disease roots of Alzheimer's disease (AD) are unknown. Functional connection (FC) methodology based on functional MRI data is an effective lever to investigate macroscopic neural activity patterns. However, regional properties of brain architecture have been less investigated by special markers of graph indexes in general mental disorders. In terms of the set of the abnormal edges in the FCs matrix, this paper introduces the strength index (S-scores) of region centrality on the principle of holism. Then, the important process is to investigate the S-scores of regions and subsystems in 36 healthy controls, 38 mild cognitive impairment (MCI) patients and 34 AD patients. At the edge level, abnormal FCs is numerically increasing progressively from MCI to AD brains. At the region level, the CUN.L, PAL.R, THA.L, and TPOsup.R regions are highlighted with abnormal S-scores in MCI patients. By comparison, more regions are abnormal in AD patients, which are PreCG.L, INS.R, DCG.L, AMYG.R, IOG.R, FFG.L, PoCG.L, PCUN.R, TPOsup.L, MTG.L, and TPOmid.L. Importantly, the regions in DMN have abnormal S-scores in AD groups. At the module level, the S-scores of frontal, parietal, occipital lobe, and cerebellum are found in MCI and AD patients. Meanwhile, the abnormal lateralization is inferred because of the S-scores of left and top hemisphere in the AD group. Though this is strictly a contrastive study, the S-score may be a meaningful imaging marker for excavating AD psychopathology.
引用
收藏
页码:367 / 381
页数:15
相关论文
共 104 条
[1]   Widespread Disruption of Functional Brain Organization in Early-Onset Alzheimer's Disease [J].
Adriaanse, Sofie M. ;
Binnewijzend, Maja A. A. ;
Ossenkoppele, Rik ;
Tijms, Betty M. ;
van der Flier, Wiesje M. ;
Koene, Teddy ;
Smits, Lieke L. ;
Wink, Alle Meije ;
Scheltens, Philip ;
van Berckel, Bart N. M. ;
Barkhof, Frederik .
PLOS ONE, 2014, 9 (07)
[2]   Propagation of Pathology through Brain Networks in Neurodegenerative Diseases: From Molecules to Clinical Phenotypes [J].
Agosta, Federica ;
Weiler, Marina ;
Filippi, Massimo .
CNS NEUROSCIENCE & THERAPEUTICS, 2015, 21 (10) :754-767
[3]   Resting state fMRI in Alzheimer's disease: beyond the default mode network [J].
Agosta, Federica ;
Pievani, Michela ;
Geroldi, Cristina ;
Copetti, Massimiliano ;
Frisoni, Giovanni B. ;
Filippi, Massimo .
NEUROBIOLOGY OF AGING, 2012, 33 (08) :1564-1578
[4]   Relationship between simultaneously acquired resting-state regional cerebral glucose metabolism and functional MRI: A PET/MR hybrid scanner study [J].
Aiello, Marco ;
Salvatore, Elena ;
Cachia, Arnaud ;
Pappata, Sabina ;
Cavaliere, Carlo ;
Prinster, Anna ;
Nicolai, Emanuele ;
Salvatore, Marco ;
Baron, Jean-Claude ;
Quarantelli, Mario .
NEUROIMAGE, 2015, 113 :111-121
[5]   Reduced hippocampal functional connectivity in Alzheimer disease [J].
Allen, Greg ;
Barnard, Holly ;
McColl, Roderick ;
Hester, Andrea L. ;
Fields, Julie A. ;
Weiner, Myron F. ;
Ringe, Wendy K. ;
Lipton, Anne M. ;
Brooker, Matthew ;
McDonald, Elizabeth ;
Rubin, Craig D. ;
Cullum, C. Munro .
ARCHIVES OF NEUROLOGY, 2007, 64 (10) :1482-1487
[6]   Functional-Anatomic Fractionation of the Brain's Default Network [J].
Andrews-Hanna, Jessica R. ;
Reidler, Jay S. ;
Sepulcre, Jorge ;
Poulin, Renee ;
Buckner, Randy L. .
NEURON, 2010, 65 (04) :550-562
[7]  
Badhwar AmanPreet, 2017, Alzheimers Dement (Amst), V8, P73, DOI 10.1016/j.dadm.2017.03.007
[8]   Alzheimer's disease [J].
Ballard, Clive ;
Gauthier, Serge ;
Corbett, Anne ;
Brayne, Carol ;
Aarsland, Dag ;
Jones, Emma .
LANCET, 2011, 377 (9770) :1019-1031
[9]   Bridging the gap between functional and anatomical features of cortico-cerebellar circuits using meta-analytic connectivity modeling [J].
Balsters, Joshua H. ;
Laird, Angela R. ;
Fox, Peter T. ;
Eickhoff, Simon B. .
HUMAN BRAIN MAPPING, 2014, 35 (07) :3152-3169
[10]   Default Mode Network Lateralization and Memory in Healthy Aging and Alzheimer's Disease [J].
Banks, Sarah J. ;
Zhuang, Xiaowei ;
Bayram, Ece ;
Bird, Chris ;
Cordes, Dietmar ;
Caldwell, Jessica Z. K. ;
Cummings, Jeffrey L. .
JOURNAL OF ALZHEIMERS DISEASE, 2018, 66 (03) :1223-1234