Fronto-parietal and cingulo-opercular network integrity and cognition in health and schizophrenia

被引:146
作者
Sheffield, Julia M. [1 ]
Repovs, Grega [4 ]
Harms, Michael P. [2 ]
Carter, Cameron S. [5 ]
Gold, James M. [6 ]
MacDonald, Angus W., III [7 ]
Ragland, J. Daniel [5 ]
Silverstein, Steven M. [8 ,9 ]
Godwin, Douglass [10 ]
Barch, Deanna M. [1 ,2 ,3 ]
机构
[1] Washington Univ, Dept Psychol, St Louis, MO 63130 USA
[2] Washington Univ, Dept Psychiat, St Louis, MO 63130 USA
[3] Washington Univ, Dept Radiol, St Louis, MO 63130 USA
[4] Univ Ljubljana, Dept Psychiat & Behav Sci, Ljubljana 61000, Slovenia
[5] Univ Calif Davis, Dept Psychiat & Behav Sci, Davis, CA USA
[6] Maryland Psychiat Res Ctr, Dept Psychiatiy, College Pk, MD USA
[7] Univ Minnesota, Dept Psychol, Minneapolis, MN 55455 USA
[8] Rutgers State Univ, Univ Behav Hlth Care, Piscataway, NJ 08855 USA
[9] Rutgers Robert Wood Johnson Med Sch, Dept Psychiat, New Brunswick, NJ USA
[10] Vanderbilt Univ, Dept Psychol, Nashville, TN USA
关键词
Graph theory; Executive control; Functional brain networks; Schizophrenia; FUNCTIONAL BRAIN NETWORKS; 1ST-EPISODE SCHIZOPHRENIA; EXECUTIVE FUNCTION; BIPOLAR DISORDER; ANTERIOR INSULA; CONNECTIVITY; TASK; SYSTEM; OPTIMIZATION; METAANALYSIS;
D O I
10.1016/j.neuropsychologia.2015.05.006
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
Growing evidence suggests that coordinated activity within specific functional brain networks supports cognitive ability, and that abnormalities in brain connectivity may underlie cognitive deficits observed in neuropsychiatric diseases, such as schizophrenia. Two functional networks, the fronto-parietal network (FPN) and cingulo-opercular network (CON), are hypothesized to support top-down control of executive functioning, and have therefore emerged as potential drivers of cognitive impairment in disease-states. Graph theoretic analyses of functional connectivity data can characterize network topology, allowing the relationships between cognitive ability and network integrity to be examined. In the current study we applied graph analysis to pseudo-resting state data in 54 healthy subjects and 46 schizophrenia patients, and measured overall cognitive ability as the shared variance in performance from tasks of episodic memory, verbal memory, processing speed, goal maintenance, and visual integration. We found that, across all participants, cognitive ability was significantly positively associated with the local and global efficiency of the whole brain, FPN, and CON, but not with the efficiency of a comparison network, the auditory network. Additionally, the participation coefficient of the right anterior insula, a major hub within the CON, significantly predicted cognition, and this relationship was independent of CON global efficiency. Surprisingly, we did not observe strong evidence for group differences in any of our network metrics. These data suggest that functionally efficient task control networks support better cognitive ability in both health and schizophrenia, and that the right anterior insula may be a particularly important hub for successful cognitive performance across both health and disease. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:82 / 93
页数:12
相关论文
共 64 条
[41]   An integrative theory of prefrontal cortex function [J].
Miller, EK ;
Cohen, JD .
ANNUAL REVIEW OF NEUROSCIENCE, 2001, 24 :167-202
[42]   Meta-analysis of 41 Functional Neuroimaging Studies of Executive Function in Schizophrenia [J].
Minzenberg, Michael J. ;
Laird, Angela R. ;
Thelen, Sarah ;
Carter, Cameron S. ;
Glahn, David C. .
ARCHIVES OF GENERAL PSYCHIATRY, 2009, 66 (08) :811-822
[43]   Disruption of Anterior Insula Modulation of Large-Scale Brain Networks in Schizophrenia [J].
Moran, Lauren V. ;
Tagamets, Malle A. ;
Sampath, Hemalatha ;
O'Donnell, Alan ;
Stein, Elliot A. ;
Kochunov, Peter ;
Hong, L. Elliot .
BIOLOGICAL PSYCHIATRY, 2013, 74 (06) :467-474
[44]   Role of the anterior insula in task-level control and focal attention [J].
Nelson, Steven M. ;
Dosenbach, Nico U. F. ;
Cohen, Alexander L. ;
Wheeler, Mark E. ;
Schlaggar, Bradley L. ;
Petersen, Steven E. .
BRAIN STRUCTURE & FUNCTION, 2010, 214 (5-6) :669-680
[45]   Neural Primacy of the Salience Processing System in Schizophrenia [J].
Palaniyappan, Lena ;
Simmonite, Molly ;
White, Thomas P. ;
Liddle, Elizabeth B. ;
Liddle, Peter F. .
NEURON, 2013, 79 (04) :814-828
[46]   Evidence for Hubs in Human Functional Brain Networks [J].
Power, Jonathan D. ;
Schlaggar, Bradley L. ;
Lessov-Schlaggar, Christina N. ;
Petersen, Steven E. .
NEURON, 2013, 79 (04) :798-813
[47]   Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion [J].
Power, Jonathan D. ;
Barnes, Kelly A. ;
Snyder, Abraham Z. ;
Schlaggar, Bradley L. ;
Petersen, Steven E. .
NEUROIMAGE, 2012, 59 (03) :2142-2154
[48]   Functional Network Organization of the Human Brain [J].
Power, Jonathan D. ;
Cohen, Alexander L. ;
Nelson, Steven M. ;
Wig, Gagan S. ;
Barnes, Kelly Anne ;
Church, Jessica A. ;
Vogel, Alecia C. ;
Laumann, Timothy O. ;
Miezin, Fran M. ;
Schlaggar, Bradley L. ;
Petersen, Steven E. .
NEURON, 2011, 72 (04) :665-678
[49]   The Development of Human Functional Brain Networks [J].
Power, Jonathan D. ;
Fair, Damien A. ;
Schlaggar, Bradley L. ;
Petersen, Steven E. .
NEURON, 2010, 67 (05) :735-748
[50]   SPSS and SAS procedures for estimating indirect effects in simple mediation models [J].
Preacher, KJ ;
Hayes, AF .
BEHAVIOR RESEARCH METHODS INSTRUMENTS & COMPUTERS, 2004, 36 (04) :717-731