Thalamus and posterior temporal lobe show greater inter-network connectivity at rest and across sensory paradigms in schizophrenia

被引:117
作者
Cetin, Mustafa S. [1 ]
Christensen, Fletcher [2 ]
Abbott, Christopher C. [3 ]
Stephen, Julia M. [4 ]
Mayer, Andrew R. [4 ,5 ,7 ]
Canive, Jose M. [3 ,8 ,9 ]
Bustillo, Juan R. [3 ,9 ]
Pearlson, Godfrey D. [10 ,11 ]
Calhoun, Vince D. [3 ,4 ,6 ]
机构
[1] Univ New Mexico, Dept Comp Sci, Albuquerque, NM 87131 USA
[2] Univ New Mexico, Dept Math, Albuquerque, NM 87131 USA
[3] Univ New Mexico, Sch Med, Dept Psychiat, Albuquerque, NM 87131 USA
[4] Mind Res Network, Albuquerque, NM 87106 USA
[5] Univ New Mexico, Dept Psychol, Albuquerque, NM 87131 USA
[6] Univ New Mexico, Elect & Comp Engn Dept, Albuquerque, NM 87131 USA
[7] Univ New Mexico, Sch Med, Dept Neurol, Albuquerque, NM 87131 USA
[8] New Mexico VA Hlth Care Syst, Psychiat Res Program, Albuquerque, NM 87108 USA
[9] Univ New Mexico, Sch Med, Dept Neurosci, Albuquerque, NM 87131 USA
[10] Yale Univ, Dept Psychiat, New Haven, CT 06511 USA
[11] Yale Univ, Dept Neurobiol, New Haven, CT 06511 USA
关键词
Connectivity; fMRI; Schizophrenia; Static & dynamic connectivity; Thalamus; Posterior temporal areas; FUNCTIONAL CONNECTIVITY; BRAIN NETWORKS; FMRI; DYSCONNECTIVITY; METAANALYSIS; MODULATION; COMPONENTS; MEMORY;
D O I
10.1016/j.neuroimage.2014.04.009
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Although a number of recent studies have examined functional connectivity at rest, few have assessed differences between connectivity both during rest and across active task paradigms. Therefore, the question of whether cortical connectivity patterns remain stable or change with task engagement continues to be unaddressed. We collected multi-scan fMRI data on healthy controls (N = 53) and schizophrenia patients (N = 42) during rest and across paradigms arranged hierarchically by sensory load. We measured functional network connectivity among 45 non-artifactual distinct brain networks. Then, we applied a novel analysis to assess cross paradigm connectivity patterns applied to healthy controls and patients with schizophrenia. To detect these patterns, we fit a group by task full factorial ANOVA model to the group average functional network connectivity values. Our approach identified both stable (static effects) and state-based differences (dynamic effects) in brain connectivity providing a better understanding of how individuals' reactions to simple sensory stimuli are conditioned by the context within which they are presented. Our findings suggest that not all group differences observed during rest are detectable in other cognitive states. In addition, the stable differences of heightened connectivity between multiple brain areas with thalamus across tasks underscore the importance of the thalamus as a gateway to sensory input and provide new insight into schizophrenia. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:117 / 126
页数:10
相关论文
共 63 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]   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
[3]   Capturing inter-subject variability with group independent component analysis of fMRI data: A simulation study [J].
Allen, Elena A. ;
Erhardt, Erik B. ;
Wei, Yonghua ;
Eichele, Tom ;
Calhoun, Vince D. .
NEUROIMAGE, 2012, 59 (04) :4141-4159
[4]  
[Anonymous], SCHIZOPHR B
[5]  
[Anonymous], 2002, STRUCTURED CLIN INTE
[6]  
Anticevic A, 2011, SCHIZOPHR B
[7]   Functional Network Connectivity During Rest and Task Conditions: A Comparative Study [J].
Arbabshirani, Mohammad R. ;
Havlicek, Martin ;
Kiehl, Kent A. ;
Pearlson, Godfrey D. ;
Calhoun, Vince D. .
HUMAN BRAIN MAPPING, 2013, 34 (11) :2959-2971
[8]   Altered resting state complexity in schizophrenia [J].
Bassett, Danielle S. ;
Nelson, Brent G. ;
Mueller, Bryon A. ;
Camchong, Jazmin ;
Lim, Kelvin O. .
NEUROIMAGE, 2012, 59 (03) :2196-2207
[9]   AN INFORMATION MAXIMIZATION APPROACH TO BLIND SEPARATION AND BLIND DECONVOLUTION [J].
BELL, AJ ;
SEJNOWSKI, TJ .
NEURAL COMPUTATION, 1995, 7 (06) :1129-1159
[10]   Spatial and temporal independent component analysis of functional MRI data containing a pair of task-related waveforms [J].
Calhoun, VD ;
Adali, T ;
Pearlson, GD ;
Pekar, JJ .
HUMAN BRAIN MAPPING, 2001, 13 (01) :43-53