Diminished neural network dynamics in amnestic mild cognitive impairment

被引:9
作者
Brenner, Einat K. [1 ,2 ]
Hampstead, Benjamin M. [6 ,8 ,9 ]
Grossner, Emily C. [1 ,2 ]
Bernier, Rachel A. [1 ,2 ]
Gilbert, Nicholas [1 ,2 ]
Sathian, K. [1 ,3 ,4 ,5 ,6 ,7 ]
Hillary, Frank G. [1 ,2 ,3 ]
机构
[1] Penn State Univ, Dept Psychol, University Pk, PA 16802 USA
[2] Social Life & Engn Sci Imaging Ctr, University Pk, PA USA
[3] Penn State Coll Med, Dept Neurol, Hershey, PA USA
[4] Atlanta VAMC, Rehabil R&D Ctr, Decatur, GA USA
[5] Emory Univ, Dept Neurol, Atlanta, GA 30322 USA
[6] Emory Univ, Dept Rehabil Med, Atlanta, GA 30322 USA
[7] Emory Univ, Dept Psychol, Atlanta, GA 30322 USA
[8] Univ Michigan, VA Ann Arbor Healthcare Syst, Ann Arbor, MI 48109 USA
[9] Univ Michigan, Dept Psychiat, Ann Arbor, MI 48109 USA
关键词
fMRI; Memory; Dynamic connectivity; Graph theory; mild cognitive impairment; RESTING-STATE NETWORKS; CARD SORTING TEST; ALZHEIMERS-DISEASE; FUNCTIONAL CONNECTIVITY; DEFAULT MODE; MODIFIED VERSION; BRAIN; FMRI; REGIONS; CORTEX;
D O I
10.1016/j.ijpsycho.2018.05.001
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Mild cognitive impairment (MCI) is widely regarded as an intermediate stage between typical aging and dementia, with nearly 50% of patients with amnestic MCI (aMCI) converting to Alzheimer's dementia (AD) within 30 months of follow-up (Fischer et al., 2007). The growing literature using resting-state functional magnetic resonance imaging reveals both increased and decreased connectivity in individuals with MCI and connectivity loss between the anterior and posterior components of the default mode network (DMN) throughout the course of the disease progression (Hillary et al., 2015; Sheline & Raichle, 2013; Tijms et al., 2013). In this paper, we use dynamic connectivity modeling and graph theory to identify unique brain "states," or temporal patterns of connectivity across distributed networks, to distinguish individuals with aMCI from healthy older adults (HOAs). We enrolled 44 individuals diagnosed with aMCI and 33 HOAs of comparable age and education. Our results indicated that individuals with aMCI spent significantly more time in one state in particular, whereas neural network analysis in the HOA sample revealed approximately equivalent representation across four distinct states. Among individuals with aMCI, spending a higher proportion of time in the dominant state relative to a state where participants exhibited high cost (a measure combining connectivity and distance), predicted better language performance and less perseveration. This is the first report to examine neural network dynamics in individuals with aMCI.
引用
收藏
页码:63 / 72
页数:10
相关论文
共 61 条
[1]   The Effect of Model Order Selection in Group PICA [J].
Abou-Elseoud, Ahmed ;
Starck, Tuomo ;
Remes, Jukka ;
Nikkinen, Juha ;
Tervonen, Osmo ;
Kiviniemi, Vesa .
HUMAN BRAIN MAPPING, 2010, 31 (08) :1207-1216
[2]   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
[3]   The diagnosis of mild cognitive impairment due to Alzheimer's disease: Recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease [J].
Albert, Marilyn S. ;
DeKosky, Steven T. ;
Dickson, Dennis ;
Dubois, Bruno ;
Feldman, Howard H. ;
Fox, Nick C. ;
Gamst, Anthony ;
Holtzman, David M. ;
Jagust, William J. ;
Petersen, Ronald C. ;
Snyder, Peter J. ;
Carrillo, Maria C. ;
Thies, Bill ;
Phelps, Creighton H. .
ALZHEIMERS & DEMENTIA, 2011, 7 (03) :270-279
[4]   Tracking Whole-Brain Connectivity Dynamics in the Resting State [J].
Allen, Elena A. ;
Damaraju, Eswar ;
Plis, Sergey M. ;
Erhardt, Erik B. ;
Eichele, Tom ;
Calhoun, Vince D. .
CEREBRAL CORTEX, 2014, 24 (03) :663-676
[5]  
[Anonymous], FRONT NEUROL
[6]  
Badhwar AmanPreet, 2017, Alzheimers Dement (Amst), V8, P73, DOI 10.1016/j.dadm.2017.03.007
[7]   Altered self-referential network in resting-state amnestic type mild cognitive impairment [J].
Bai, Feng ;
Shi, Yongmei ;
Yuan, Yonggui ;
Wang, Yi ;
Yue, Chunxian ;
Teng, Yuhuan ;
Wu, Di ;
Zhang, Zhengsheng ;
Jia, Jianping ;
Zhang, Zhijun .
CORTEX, 2012, 48 (05) :604-613
[8]   Small-world brain networks [J].
Bassett, Danielle Smith ;
Bullmore, Edward T. .
NEUROSCIENTIST, 2006, 12 (06) :512-523
[9]   Resting-state fMRI changes in Alzheimer's disease and mild cognitive impairment [J].
Binnewijzend, Maja A. A. ;
Schoonheim, Menno M. ;
Sanz-Arigita, Ernesto ;
Wink, Alle Meije ;
van der Flier, Wiesje M. ;
Tolboom, Nelleke ;
Adriaanse, Sofie M. ;
Damoiseaux, Jessica S. ;
Scheltens, Philip ;
van Berckel, Bart N. M. ;
Barkhof, Frederik .
NEUROBIOLOGY OF AGING, 2012, 33 (09) :2018-2028
[10]   FUNCTIONAL CONNECTIVITY IN THE MOTOR CORTEX OF RESTING HUMAN BRAIN USING ECHO-PLANAR MRI [J].
BISWAL, B ;
YETKIN, FZ ;
HAUGHTON, VM ;
HYDE, JS .
MAGNETIC RESONANCE IN MEDICINE, 1995, 34 (04) :537-541