Resting fMRI Measures Are Associated with Cognitive Deficits in Schizophrenia Assessed by the MATRICS Consensus Cognitive Battery

被引:0
作者
He, Hao [1 ,2 ,3 ]
Bustillo, Juan [4 ]
Du, Yuhui [1 ,2 ,5 ]
Yu, Qingbao [1 ,2 ]
Jones, Thomas R. [4 ]
Jiang, Tianzi [6 ]
Calhoun, Vince D. [1 ,2 ,3 ,4 ]
Sui, Jing [1 ,2 ,6 ]
机构
[1] Mind Res Network, Albuquerque, NM 87106 USA
[2] Lovelace Biomed & Environm Res Inst, Albuquerque, NM 87106 USA
[3] Univ New Mexico, Dept Elect & Comp Engn, Albuquerque, NM 87131 USA
[4] Univ New Mexico, Dept Psychiat & Neurosci, Albuquerque, NM 87131 USA
[5] North Univ China, Sch Informat & Commun Engn, Taiyuan 030001, Peoples R China
[6] Chinese Acad Sci, Brainnetome Ctr & Natl Lab Pattern Recognit, Inst Automat, Beijing 100190, Peoples R China
来源
MEDICAL IMAGING 2015: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING | 2015年 / 9417卷
关键词
functional MRI; independent component analysis (ICA); functional network connectivity (FNC); MATRICS Consensus Cognitive Battery (MCCB); schizophrenia; fractional amplitude of low frequency fluctuations (fALFF); resting-state; BASAL GANGLIA; STATE FMRI; BRAIN; NETWORKS; DTI;
D O I
10.1117/12.2083171
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The cognitive deficits of schizophrenia are largely resistant to current treatment, and are thus a life-long burden to patients. The MATRICS consensus cognitive battery (MCCB) provides a reliable and valid assessment of cognition across a comprehensive set of cognitive domains for schizophrenia. In resting-state fMRI, functional connectivity associated with MCCB has not yet been examined. In this paper, the interrelationships between MCCB and the abnormalities seen in two types of functional measures from resting-state fMRI-fractional amplitude of low frequency fluctuations (fALFF) and functional network connectivity (FNC) maps were investigated in data from 47 schizophrenia patients and 50 age-matched healthy controls. First, the fALFF maps were generated and decomposed by independent component analysis (ICA), and then the component showing the highest correlation with MCCB composite scores was selected. Second, the whole brain was separated into functional networks by group ICA, and the FNC maps were calculated. The FNC strengths with most significant correlations with MCCB were displayed and spatially overlapped with the fALFF component of interest. It demonstrated increased cognitive performance associated with higher fALFF values (intensity of regional spontaneous brain activity) in prefrontal regions, inferior parietal lobe (IPL) but lower ALFF values in thalamus, striatum, and superior temporal gyrus (STG). Interestingly, the FNC showing significant correlations with MCCB were in well agreement with the activated regions with highest z-values in fALFF component. Our results support the view that functional deficits in distributed cortico-striato-thalamic circuits and inferior parietal lobe may account for several aspects of cognitive impairment in schizophrenia.
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页数:8
相关论文
共 31 条
[1]   PARALLEL ORGANIZATION OF FUNCTIONALLY SEGREGATED CIRCUITS LINKING BASAL GANGLIA AND CORTEX [J].
ALEXANDER, GE ;
DELONG, MR ;
STRICK, PL .
ANNUAL REVIEW OF NEUROSCIENCE, 1986, 9 :357-381
[2]   A baseline for the multivariate comparison of resting-state networks [J].
Allen, Elena A. ;
Erhardt, Erik B. ;
Damaraju, Eswar ;
Gruner, William ;
Segall, Judith M. ;
Silva, Rogers F. ;
Havlicek, Martin ;
Rachakonda, Srinivas ;
Fries, Jill ;
Kalyanam, Ravi ;
Michael, Andrew M. ;
Caprihan, Arvind ;
Turner, Jessica A. ;
Eichele, Tom ;
Adelsheim, Steven ;
Bryan, Angela D. ;
Bustillo, Juan ;
Clark, Vincent P. ;
Ewing, Sarah W. Feldstein ;
Filbey, Francesca ;
Ford, Corey C. ;
Hutchison, Kent ;
Jung, Rex E. ;
Kiehl, Kent A. ;
Kodituwakku, Piyadasa ;
Komesu, Yuko M. ;
Mayer, Andrew R. ;
Pearlson, Godfrey D. ;
Phillips, John P. ;
Sadek, Joseph R. ;
Stevens, Michael ;
Teuscher, Ursina ;
Thoma, Robert J. ;
Calhoun, Vince D. .
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2011, 5
[3]   The MATRICS Consensus Cognitive Battery (MCCB): Clinical and cognitive correlates [J].
August, Sharon M. ;
Kiwanuka, Jacqueline N. ;
McMahon, Robert P. ;
Gold, James M. .
SCHIZOPHRENIA RESEARCH, 2012, 134 (01) :76-82
[4]   AN INFORMATION MAXIMIZATION APPROACH TO BLIND SEPARATION AND BLIND DECONVOLUTION [J].
BELL, AJ ;
SEJNOWSKI, TJ .
NEURAL COMPUTATION, 1995, 7 (06) :1129-1159
[5]   Where Is the Semantic System? A Critical Review and Meta-Analysis of 120 Functional Neuroimaging Studies [J].
Binder, Jeffrey R. ;
Desai, Rutvik H. ;
Graves, William W. ;
Conant, Lisa L. .
CEREBRAL CORTEX, 2009, 19 (12) :2767-2796
[6]   Extracting Intrinsic Functional Networks with Feature-Based Group Independent Component Analysis [J].
Calhoun, Vince D. ;
Allen, Elena .
PSYCHOMETRIKA, 2013, 78 (02) :243-259
[7]   Multisubject independent component analysis of fMRI: A decade of intrinsic networks, default mode, and neurodiagnostic discovery [J].
Calhoun, Vince D. ;
Adali, Tülay .
IEEE Reviews in Biomedical Engineering, 2012, 5 :60-73
[8]  
Cordes D, 2000, AM J NEURORADIOL, V21, P1636
[9]   Executive functions and their disorders [J].
Elliott, R .
BRITISH MEDICAL BULLETIN, 2003, 65 :49-59
[10]   On Network Derivation, Classification, and Visualization: A Response to Habeck and Moeller [J].
Erhardt, Erik B. ;
Allen, Elena A. ;
Damaraju, Eswar ;
Calhoun, Vince D. .
BRAIN CONNECTIVITY, 2011, 1 (02) :105-110