Resting-State Functional Connectivity Reflects Structural Connectivity in the Default Mode Network

被引:1640
作者
Greicius, Michael D. [1 ,3 ]
Supekar, Kaustubh [4 ]
Menon, Vinod [2 ,3 ]
Dougherty, Robert F. [5 ]
机构
[1] Stanford Univ, Sch Med, Dept Neurol, Stanford, CA 94304 USA
[2] Stanford Univ, Sch Med, Dept Psychiat, Stanford, CA 94304 USA
[3] Stanford Univ, Program Neurosci, Stanford, CA 94304 USA
[4] Stanford Univ, Sch Med, Dept Biomed Informat, Stanford, CA 94304 USA
[5] Stanford Univ, Dept Psychol, Stanford, CA 94304 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
INDEPENDENT COMPONENT ANALYSIS; DIFFUSION-TENSOR MRI; MACAQUE MONKEY; HUMAN BRAIN; PARAHIPPOCAMPAL CORTICES; ALZHEIMERS-DISEASE; PREFRONTAL CORTEX; FMRI; FEATURES; MEMORY;
D O I
10.1093/cercor/bhn059
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Resting-state functional connectivity magnetic resonance imaging (fcMRI) studies constitute a growing proportion of functional brain imaging publications. This approach detects temporal correlations in spontaneous blood oxygen level-dependent (BOLD) signal oscillations while subjects rest quietly in the scanner. Although distinct resting-state networks related to vision, language, executive processing, and other sensory and cognitive domains have been identified, considerable skepticism remains as to whether resting-state functional connectivity maps reflect neural connectivity or simply track BOLD signal correlations driven by nonneural artifact. Here we combine diffusion tensor imaging (DTI) tractography with resting-state fcMRI to test the hypothesis that resting-state functional connectivity reflects structural connectivity. These 2 modalities were used to investigate connectivity within the default mode network, a set of brain regions-025EFincluding medial prefrontal cortex (MPFC), medial temporal lobes (MTLs), and posterior cingulate cortex (PCC)/retropslenial cortex (RSC)-025EFimplicated in episodic memory processing. Using seed regions from the functional connectivity maps, the DTI analysis revealed robust structural connections between the MTLs and the retrosplenial cortex whereas tracts from the MPFC contacted the PCC (just rostral to the RSC). The results demonstrate that resting-state functional connectivity reflects structural connectivity and that combining modalities can enrich our understanding of these canonical brain networks.
引用
收藏
页码:72 / 78
页数:7
相关论文
共 59 条
[1]   Spatial transformations of diffusion tensor magnetic resonance images [J].
Alexander, DC ;
Pierpaoli, C ;
Basser, PJ ;
Gee, JC .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (11) :1131-1139
[2]  
[Anonymous], 2003, HUMAN BRAIN FUNCTION
[3]  
Basser PJ, 2000, MAGNET RESON MED, V44, P625, DOI 10.1002/1522-2594(200010)44:4<625::AID-MRM17>3.0.CO
[4]  
2-O
[5]   Inferring microstructural features and the physiological state of tissues from diffusion-weighted images [J].
Basser, PJ .
NMR IN BIOMEDICINE, 1995, 8 (7-8) :333-344
[6]  
Basser PJ, 1996, J MAGN RESON SER B, V111, P209, DOI 10.1016/j.jmr.2011.09.022
[7]   Probabilistic independent component analysis for functional magnetic resonance imaging [J].
Beckmann, CF ;
Smith, SA .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2004, 23 (02) :137-152
[8]   Investigations into resting-state connectivity using independent component analysis [J].
Beckmann, CF ;
DeLuca, M ;
Devlin, JT ;
Smith, SM .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2005, 360 (1457) :1001-1013
[9]   Non-invasive mapping of connections between human thalamus and cortex using diffusion imaging [J].
Behrens, TEJ ;
Johansen-Berg, H ;
Woolrich, MW ;
Smith, SM ;
Wheeler-Kingshott, CAM ;
Boulby, PA ;
Barker, GJ ;
Sillery, EL ;
Sheehan, K ;
Ciccarelli, O ;
Thompson, AJ ;
Brady, JM ;
Matthews, PM .
NATURE NEUROSCIENCE, 2003, 6 (07) :750-757
[10]   Separating respiratory-variation-related neuronal-activity-related fluctuations in fluctuations from fMRI [J].
Birn, RM ;
Diamond, JB ;
Smith, MA ;
Bandettini, PA .
NEUROIMAGE, 2006, 31 (04) :1536-1548