Increased functional connectivity indicates the severity of cognitive impairment in multiple sclerosis

被引:218
作者
Hawellek, David J. [1 ]
Hipp, Joerg F. [1 ,2 ]
Lewis, Christopher M. [3 ,4 ,5 ]
Corbetta, Maurizio [4 ,5 ,6 ,7 ,8 ]
Engel, Andreas K. [1 ]
机构
[1] Univ Med Ctr Hamburg Eppendorf, Dept Neurophysiol & Pathophysiol, D-20246 Hamburg, Germany
[2] Univ Tubingen, Ctr Integrat Neurosci, D-72076 Tubingen, Germany
[3] Max Planck Gesell, Ernst Stungmann Inst cooperat, D-60528 Frankfurt, Germany
[4] Univ G DAnnunzio, Dept Clin Sci & Bioimaging, I-66100 Chieti, Italy
[5] Univ G DAnnunzio, Inst Adv Biomed Technol, I-66100 Chieti, Italy
[6] Washington Univ, Dept Neurol, Sch Med, St Louis, MO 63110 USA
[7] Washington Univ, Dept Radiol, Sch Med, St Louis, MO 63110 USA
[8] Washington Univ, Dept Anat & Neurobiol, Sch Med, St Louis, MO 63110 USA
关键词
resting state; BOLD fMRI; diffusion tensor imaging; fractional anisotropy; neurological; DEFAULT-MODE; HUMAN BRAIN; CORPUS-CALLOSUM; NETWORKS; DISEASE; MRI; MS; DYSFUNCTION; CORTEX; MEMORY;
D O I
10.1073/pnas.1110024108
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Correlations in spontaneous brain activity provide powerful access to large-scale organizational principles of the CNS. However, making inferences about cognitive processes requires a detailed understanding of the link between these couplings and the structural integrity of the CNS. We studied the impact of multiple sclerosis, which leads to the severe disintegration of the central white matter, on functional connectivity patterns in spontaneous cortical activity. Using a data driven approach based on the strength of a salient pattern of cognitive pathology, we identified distinct networks that exhibit increases in functional connectivity despite the presence of strong and diffuse reductions of the central white-matter integrity. The default mode network emerged as a core target of these connectivity modulations, showing enhanced functional coupling in bilateral inferior parietal cortex, posterior cingulate, and medial prefrontal cortex. These findings imply a complex and diverging relation of anatomical and functional connectivity in early multiple sclerosis and, thus, add an important observation for understanding how cognitive abilities and CNS integrity may be reflected in the intrinsic covariance of functional signals.
引用
收藏
页码:19066 / 19071
页数:6
相关论文
共 56 条
[1]   The Resting Human Brain and Motor Learning [J].
Albert, Neil B. ;
Robertson, Edwin M. ;
Miall, R. Chris .
CURRENT BIOLOGY, 2009, 19 (12) :1023-1027
[2]   Modeling the Impact of Lesions in the Human Brain [J].
Alstott, Jeffrey ;
Breakspear, Michael ;
Hagmann, Patric ;
Cammoun, Leila ;
Sporns, Olaf .
PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (06)
[3]   Compensatory cortical activation observed by fMRI during a cognitive task at the earliest stage of MS [J].
Audoin, B ;
Ibarrola, D ;
Ranjeva, JP ;
Confort-Gouny, S ;
Malikova, I ;
Ali-Chérif, A ;
Pelletier, J ;
Cozzone, P .
HUMAN BRAIN MAPPING, 2003, 20 (02) :51-58
[4]   The clinico-radiological paradox in multiple sclerosis revisited [J].
Barkhof, F .
CURRENT OPINION IN NEUROLOGY, 2002, 15 (03) :239-245
[5]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[6]   Distributed changes in default-mode resting-state connectivity in multiple sclerosis [J].
Bonavita, Simona ;
Gallo, Antonio ;
Sacco, Rosaria ;
Della Corte, Marida ;
Bisecco, Alvino ;
Docimo, Renato ;
Lavorgna, Luigi ;
Corbo, Daniele ;
Di Costanzo, Alfonso ;
Tortora, Fabio ;
Cirillo, Mario ;
Esposito, Fabrizio ;
Tedeschi, Gioacchino .
MULTIPLE SCLEROSIS JOURNAL, 2011, 17 (04) :411-422
[7]   The brain's default network - Anatomy, function, and relevance to disease [J].
Buckner, Randy L. ;
Andrews-Hanna, Jessica R. ;
Schacter, Daniel L. .
YEAR IN COGNITIVE NEUROSCIENCE 2008, 2008, 1124 :1-38
[8]   Resting Interhemispheric Functional Magnetic Resonance Imaging Connectivity Predicts Performance after Stroke [J].
Carter, Alex R. ;
Astafiev, Serguei V. ;
Lang, Catherine E. ;
Connor, Lisa T. ;
Rengachary, Jennifer ;
Strube, Michael J. ;
Pope, Daniel L. W. ;
Shulman, Gordon L. ;
Corbetta, Maurizio .
ANNALS OF NEUROLOGY, 2010, 67 (03) :365-375
[9]   Cognitive impairment in multiple sclerosis [J].
Chiaravalloti, Nancy D. ;
DeLuca, John .
LANCET NEUROLOGY, 2008, 7 (12) :1139-1151
[10]   Multiple sclerosis [J].
Compston, Alastair ;
Coles, Alasdair .
LANCET, 2008, 372 (9648) :1502-1517