RICH-CLUB ORGANIZATION;
HUMAN CEREBRAL-CORTEX;
STATE NETWORKS;
MOTOR CORTEX;
DEFAULT MODE;
CONNECTIVITY;
HUBS;
SINGLE;
MRI;
REORGANIZATION;
D O I:
10.1038/s41598-017-03420-6
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:
The human brain is an inherently complex and dynamic system. Even at rest, functional brain networks dynamically reconfigure in a well-organized way to warrant an efficient communication between brain regions. However, a precise characterization of this reconfiguration at very fast time-scale (hundreds of millisecond) during rest remains elusive. In this study, we used dense electroencephalography data recorded during task-free paradigm to track the fast temporal dynamics of spontaneous brain networks. Results obtained from network-based analysis methods revealed the existence of a functional dynamic core network formed of a set of key brain regions that ensure segregation and integration functions. Brain regions within this functional core share high betweenness centrality, strength and vulnerability (high impact on the network global efficiency) and low clustering coefficient. These regions are mainly located in the cingulate and the medial frontal cortex. In particular, most of the identified hubs were found to belong to the Default Mode Network. Results also revealed that the same central regions may dynamically alternate and play the role of either provincial (local) or connector (global) hubs.
机构:
Mind Res Network, Albuquerque, NM 87106 USA
Univ Bergen, KG Jebsen Ctr Res Neuropsychiat Disorders, N-5009 Bergen, Norway
Univ Bergen, Dept Biol & Med Psychol, N-5009 Bergen, NorwayMind Res Network, Albuquerque, NM 87106 USA
Allen, Elena A.
;
Damaraju, Eswar
论文数: 0引用数: 0
h-index: 0
机构:
Mind Res Network, Albuquerque, NM 87106 USAMind Res Network, Albuquerque, NM 87106 USA
Damaraju, Eswar
;
Plis, Sergey M.
论文数: 0引用数: 0
h-index: 0
机构:
Mind Res Network, Albuquerque, NM 87106 USAMind Res Network, Albuquerque, NM 87106 USA
Plis, Sergey M.
;
Erhardt, Erik B.
论文数: 0引用数: 0
h-index: 0
机构:
Mind Res Network, Albuquerque, NM 87106 USA
Univ New Mexico, Dept Math & Stat, Albuquerque, NM 87131 USAMind Res Network, Albuquerque, NM 87106 USA
Erhardt, Erik B.
;
Eichele, Tom
论文数: 0引用数: 0
h-index: 0
机构:
Mind Res Network, Albuquerque, NM 87106 USA
Univ Bergen, KG Jebsen Ctr Res Neuropsychiat Disorders, N-5009 Bergen, Norway
Univ Bergen, Dept Biol & Med Psychol, N-5009 Bergen, Norway
Haukeland Hosp, Dept Neurol, Sect Neurophysiol, N-5021 Bergen, NorwayMind Res Network, Albuquerque, NM 87106 USA
Eichele, Tom
;
Calhoun, Vince D.
论文数: 0引用数: 0
h-index: 0
机构:
Mind Res Network, Albuquerque, NM 87106 USA
Univ New Mexico, Dept Elect & Comp Engn, Albuquerque, NM 87131 USAMind Res Network, Albuquerque, NM 87106 USA
机构:
Indiana Univ, Program Cognit Sci, Bloomington, IN 47405 USAIndiana Univ, Program Cognit Sci, Bloomington, IN 47405 USA
Alstott, Jeffrey
;
Breakspear, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Queensland Inst Med Res, Brisbane, Qld 4006, Australia
Royal Brisbane & Womens Hosp, Brisbane, Qld, Australia
Univ S Wales, Sch Psychiat, Sydney, NSW, Australia
Black Dog Inst, Sydney, NSW, AustraliaIndiana Univ, Program Cognit Sci, Bloomington, IN 47405 USA
Breakspear, Michael
;
Hagmann, Patric
论文数: 0引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Signal Proc Lab 5, Lausanne, Switzerland
Univ Lausanne, Univ Hosp Ctr, Dept Radiol, Lausanne, SwitzerlandIndiana Univ, Program Cognit Sci, Bloomington, IN 47405 USA
Hagmann, Patric
;
Cammoun, Leila
论文数: 0引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Signal Proc Lab 5, Lausanne, Switzerland
Univ Lausanne, Univ Hosp Ctr, Dept Radiol, Lausanne, SwitzerlandIndiana Univ, Program Cognit Sci, Bloomington, IN 47405 USA
Cammoun, Leila
;
Sporns, Olaf
论文数: 0引用数: 0
h-index: 0
机构:
Indiana Univ, Program Cognit Sci, Bloomington, IN 47405 USA
Indiana Univ, Dept Psychol & Brain Sci, Bloomington, IN USAIndiana Univ, Program Cognit Sci, Bloomington, IN 47405 USA
机构:
Univ Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, Sage Ctr Study Mind, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Bassett, Danielle S.
;
Porter, Mason A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Inst Math, Oxford Ctr Ind & Appl Math, Oxford OX1 3LB, England
Univ Oxford, CABDyN Complex Ctr, Oxford OX1 1HP, EnglandUniv Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Porter, Mason A.
;
Wymbs, Nicholas F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol & Brain Sci, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, UCSB Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Wymbs, Nicholas F.
;
Grafton, Scott T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol & Brain Sci, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, UCSB Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Grafton, Scott T.
;
Carlson, Jean M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Carlson, Jean M.
;
Mucha, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Carolina Ctr Interdisciplinary Appl Math, Dept Math, Chapel Hill, NC 27599 USA
Univ N Carolina, Inst Adv Mat Nanosci & Technol, Chapel Hill, NC 27599 USAUniv Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
机构:
Mind Res Network, Albuquerque, NM 87106 USA
Univ Bergen, KG Jebsen Ctr Res Neuropsychiat Disorders, N-5009 Bergen, Norway
Univ Bergen, Dept Biol & Med Psychol, N-5009 Bergen, NorwayMind Res Network, Albuquerque, NM 87106 USA
Allen, Elena A.
;
Damaraju, Eswar
论文数: 0引用数: 0
h-index: 0
机构:
Mind Res Network, Albuquerque, NM 87106 USAMind Res Network, Albuquerque, NM 87106 USA
Damaraju, Eswar
;
Plis, Sergey M.
论文数: 0引用数: 0
h-index: 0
机构:
Mind Res Network, Albuquerque, NM 87106 USAMind Res Network, Albuquerque, NM 87106 USA
Plis, Sergey M.
;
Erhardt, Erik B.
论文数: 0引用数: 0
h-index: 0
机构:
Mind Res Network, Albuquerque, NM 87106 USA
Univ New Mexico, Dept Math & Stat, Albuquerque, NM 87131 USAMind Res Network, Albuquerque, NM 87106 USA
Erhardt, Erik B.
;
Eichele, Tom
论文数: 0引用数: 0
h-index: 0
机构:
Mind Res Network, Albuquerque, NM 87106 USA
Univ Bergen, KG Jebsen Ctr Res Neuropsychiat Disorders, N-5009 Bergen, Norway
Univ Bergen, Dept Biol & Med Psychol, N-5009 Bergen, Norway
Haukeland Hosp, Dept Neurol, Sect Neurophysiol, N-5021 Bergen, NorwayMind Res Network, Albuquerque, NM 87106 USA
Eichele, Tom
;
Calhoun, Vince D.
论文数: 0引用数: 0
h-index: 0
机构:
Mind Res Network, Albuquerque, NM 87106 USA
Univ New Mexico, Dept Elect & Comp Engn, Albuquerque, NM 87131 USAMind Res Network, Albuquerque, NM 87106 USA
机构:
Indiana Univ, Program Cognit Sci, Bloomington, IN 47405 USAIndiana Univ, Program Cognit Sci, Bloomington, IN 47405 USA
Alstott, Jeffrey
;
Breakspear, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Queensland Inst Med Res, Brisbane, Qld 4006, Australia
Royal Brisbane & Womens Hosp, Brisbane, Qld, Australia
Univ S Wales, Sch Psychiat, Sydney, NSW, Australia
Black Dog Inst, Sydney, NSW, AustraliaIndiana Univ, Program Cognit Sci, Bloomington, IN 47405 USA
Breakspear, Michael
;
Hagmann, Patric
论文数: 0引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Signal Proc Lab 5, Lausanne, Switzerland
Univ Lausanne, Univ Hosp Ctr, Dept Radiol, Lausanne, SwitzerlandIndiana Univ, Program Cognit Sci, Bloomington, IN 47405 USA
Hagmann, Patric
;
Cammoun, Leila
论文数: 0引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Signal Proc Lab 5, Lausanne, Switzerland
Univ Lausanne, Univ Hosp Ctr, Dept Radiol, Lausanne, SwitzerlandIndiana Univ, Program Cognit Sci, Bloomington, IN 47405 USA
Cammoun, Leila
;
Sporns, Olaf
论文数: 0引用数: 0
h-index: 0
机构:
Indiana Univ, Program Cognit Sci, Bloomington, IN 47405 USA
Indiana Univ, Dept Psychol & Brain Sci, Bloomington, IN USAIndiana Univ, Program Cognit Sci, Bloomington, IN 47405 USA
机构:
Univ Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, Sage Ctr Study Mind, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Bassett, Danielle S.
;
Porter, Mason A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Inst Math, Oxford Ctr Ind & Appl Math, Oxford OX1 3LB, England
Univ Oxford, CABDyN Complex Ctr, Oxford OX1 1HP, EnglandUniv Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Porter, Mason A.
;
Wymbs, Nicholas F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol & Brain Sci, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, UCSB Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Wymbs, Nicholas F.
;
Grafton, Scott T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol & Brain Sci, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, UCSB Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Grafton, Scott T.
;
Carlson, Jean M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Carlson, Jean M.
;
Mucha, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Carolina Ctr Interdisciplinary Appl Math, Dept Math, Chapel Hill, NC 27599 USA
Univ N Carolina, Inst Adv Mat Nanosci & Technol, Chapel Hill, NC 27599 USAUniv Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA