Two Intrinsic Coupling Types for Resting-State Integration in the Human Brain

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• 作者：Adrian G. Guggisberg (1)
  Sviatlana Rizk (1)
  Radek Ptak (1)
  Marie Di Pietro (1)
  Arnaud Saj (2)
  Fran莽ois Lazeyras (3)
  Karl-Olof Lovblad (3)
  Armin Schnider (1)
  Jean-Michel Pignat (2)
  
  1. Division of Neurorehabilitation ; Department of Clinical Neurosciences ; University Hospital of Geneva ; Avenue de Beau-S茅jour 26 ; 1211 ; Geneva ; Switzerland
  2. Division of Neurology ; Department of Clinical Neurosciences ; University Hospital of Geneva ; Rue Gabrielle-Perret-Gentil 4 ; 1205 ; Geneva ; Switzerland
  3. Department of Medical Imaging and Information ; University Hospital of Geneva ; Rue Gabrielle-Perret-Gentil 4 ; 1205 ; Geneva ; Switzerland
  
• 关键词：Functional connectivity ; Coupling modes ; Alpha oscillations ; Spatial attention ; Language
• 刊名：Brain Topography
• 出版年：2015
• 出版时间：March 2015
• 年：2015
• 卷：28
• 期：2
• 页码：318-329
• 全文大小：1,257 KB
• 参考文献：1. Aydore S, Pantazis D, Leahy RM (2013) A note on the phase locking value and its properties. Neuroimage 74:231鈥?44. doi:10.1016/j.neuroimage.2013.02.008 j.neuroimage.2013.02.008" target="_blank" title="It opens in new window">CrossRef
  2. Berger H (1929) 脺ber das Elektroenkephalogramm des Menschen. Arch Psychiat Nervkrankh 87:527鈥?70 CrossRef
  3. Brett M, Leff AP, Rorden C, Ashburner J (2001) Spatial normalization of brain images with focal lesions using cost function masking. Neuroimage 14:486鈥?00. doi:10.1006/nimg.2001.0845 CrossRef
  4. Brookes MJ et al (2011a) Measuring functional connectivity using MEG: methodology and comparison with fcMRI. Neuroimage 56:1082鈥?104. doi:10.1016/j.neuroimage.2011.02.054 j.neuroimage.2011.02.054" target="_blank" title="It opens in new window">CrossRef
  5. Brookes MJ et al (2011b) Investigating the electrophysiological basis of resting state networks using magnetoencephalography. Proc Natl Acad Sci USA 108:16783鈥?6788. doi:10.1073/pnas.1112685108 CrossRef
  6. Bruns A, Eckhorn R, Jokeit H, Ebner A (2000) Amplitude envelope correlation detects coupling among incoherent brain signals. NeuroReport 11:1509鈥?514 CrossRef
  7. Bullmore E, Sporns O (2009) Complex brain networks: graph theoretical analysis of structural and functional systems. Nat Rev Neurosci 10:186鈥?98. doi:10.1038/nrn2575 CrossRef
  8. Carter AR et al (2010) Resting interhemispheric functional magnetic resonance imaging connectivity predicts performance after stroke. Ann Neurol 67:365鈥?75. doi:10.1002/ana.21905
  9. Cooper NR, Croft RJ, Dominey SJ, Burgess AP, Gruzelier JH (2003) Paradox lost? Exploring the role of alpha oscillations during externally vs. internally directed attention and the implications for idling and inhibition hypotheses. Int J Psychophysiol 47:65鈥?4. doi:10.1016/S0167-8760(02)00107-1 CrossRef
  10. Dalal SS, Zumer JM, Guggisberg AG, Trumpis M, Wong DD, Sekihara K, Nagarajan SS (2011) MEG/EEG source reconstruction, statistical evaluation, and visualization with NUTMEG. Comput Intell Neurosci 2011:758973. doi:10.1155/2011/758973
  11. de Pasquale F et al (2010) Temporal dynamics of spontaneous MEG activity in brain networks. Proc Natl Acad Sci USA 107:6040鈥?045. doi:10.1073/pnas.0913863107 CrossRef
  12. de Pasquale F, Della Penna S, Snyder AZ, Marzetti L, Pizzella V, Romani GL, Corbetta M (2012) A cortical core for dynamic integration of functional networks in the resting human brain. Neuron 74:753鈥?64. doi:10.1016/j.neuron.2012.03.031 j.neuron.2012.03.031" target="_blank" title="It opens in new window">CrossRef
  13. Dubovik S et al (2012) The behavioral significance of coherent resting-state oscillations after stroke. Neuroimage 61:249鈥?57. doi:10.1016/j.neuroimage.2012.03.024 j.neuroimage.2012.03.024" target="_blank" title="It opens in new window">CrossRef
  14. Dubovik S, Bouzerda-Wahlen A, Nahum L, Gold G, Schnider A, Guggisberg AG (2013) Adaptive reorganization of cortical networks in Alzheimer鈥檚 disease. Clin Neurophysiol 124:35鈥?3. doi:10.1016/j.clinph.2012.05.028 j.clinph.2012.05.028" target="_blank" title="It opens in new window">CrossRef
  15. Engel AK, Gerloff C, Hilgetag CC, Nolte G (2013) Intrinsic coupling modes: multiscale interactions in ongoing brain activity. Neuron 80:867鈥?86. doi:10.1016/j.neuron.2013.09.038 j.neuron.2013.09.038" target="_blank" title="It opens in new window">CrossRef
  16. Fox MD, Snyder AZ, Vincent JL, Corbetta M, Van Essen DC, Raichle ME (2005) The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci USA 102:9673鈥?678 CrossRef
  17. Fox MD, Snyder AZ, Vincent JL, Raichle ME (2007) Intrinsic fluctuations within cortical systems account for intertrial variability in human behavior. Neuron 56:171鈥?84. doi:10.1016/j.neuron.2007.08.023 j.neuron.2007.08.023" target="_blank" title="It opens in new window">CrossRef
  18. Fries P (2005) A mechanism for cognitive dynamics: neuronal communication through neuronal coherence. Trends Cogn Sci 9:474鈥?80. doi:10.1016/j.tics.2005.08.011 j.tics.2005.08.011" target="_blank" title="It opens in new window">CrossRef
  19. Gauthier L, Dehaut F, Joanette Y (1989) The Bells test: a quantitative and qualitative test for visual neglect. Int J Clin Neuropsychol 11:49鈥?4
  20. Ghuman AS, McDaniel JR, Martin A (2011) A wavelet-based method for measuring the oscillatory dynamics of resting-state functional connectivity in MEG. Neuroimage 56:69鈥?7. doi:10.1016/j.neuroimage.2011.01.046 j.neuroimage.2011.01.046" target="_blank" title="It opens in new window">CrossRef
  21. Gonzalez-Miranda JM (2002) Amplitude envelope synchronization in coupled chaotic oscillators. Phys Rev E 65:036232 CrossRef
  22. Greicius MD, Krasnow B, Reiss AL, Menon V (2003) Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc Natl Acad Sci USA 100:253鈥?58. doi:10.1073/pnas.0135058100 CrossRef
  23. Guggisberg AG, Honma SM, Findlay AM, Dalal SS, Kirsch HE, Berger MS, Nagarajan SS (2008) Mapping functional connectivity in patients with brain lesions. Ann Neurol 63:193鈥?03. doi:10.1002/ana.21224 CrossRef
  24. Guggisberg AG, Dalal SS, Zumer JM, Wong DD, Dubovik S, Michel CM, Schnider A (2011) Localization of cortico-peripheral coherence with electroencephalography. Neuroimage 57:1348鈥?357. doi:10.1016/j.neuroimage.2011.05.076 j.neuroimage.2011.05.076" target="_blank" title="It opens in new window">CrossRef
  25. Gunn SR (1997) Support vector machines for classification and regression. University of Southampton
  26. He BJ, Snyder AZ, Vincent JL, Epstein A, Shulman GL, Corbetta M (2007) Breakdown of functional connectivity in frontoparietal networks underlies behavioral deficits in spatial neglect. Neuron 53:905鈥?18. doi:10.1016/j.neuron.2007.02.013 j.neuron.2007.02.013" target="_blank" title="It opens in new window">CrossRef
  27. He BJ, Snyder AZ, Zempel JM, Smyth MD, Raichle ME (2008) Electrophysiological correlates of the brain鈥檚 intrinsic large-scale functional architecture. Proc Natl Acad Sci USA 105:16039鈥?6044. doi:10.1073/pnas.0807010105 CrossRef
  28. Hillebrand A, Barnes GR, Bosboom JL, Berendse HW, Stam CJ (2012) Frequency-dependent functional connectivity within resting-state networks: an atlas-based MEG beamformer solution. Neuroimage 59:3909鈥?921. doi:10.1016/j.neuroimage.2011.11.005 j.neuroimage.2011.11.005" target="_blank" title="It opens in new window">CrossRef
  29. Hinkley LB, Vinogradov S, Guggisberg AG, Fisher M, Findlay AM, Nagarajan SS (2011) Clinical symptoms and alpha band resting-state functional connectivity imaging in patients with schizophrenia: implications for novel approaches to treatment. Biol Psychiatry 70:1134鈥?142. doi:10.1016/j.biopsych.2011.06.029 j.biopsych.2011.06.029" target="_blank" title="It opens in new window">CrossRef
  30. Hipp JF, Engel AK, Siegel M (2011) Oscillatory synchronization in large-scale cortical networks predicts perception. Neuron 69:387鈥?96. doi:10.1016/j.neuron.2010.12.027 j.neuron.2010.12.027" target="_blank" title="It opens in new window">CrossRef
  31. Hipp JF, Hawellek DJ, Corbetta M, Siegel M, Engel AK (2012) Large-scale cortical correlation structure of spontaneous oscillatory activity. Nat Neurosci 15:884鈥?90. doi:10.1038/nn.3101 CrossRef
  32. Jensen O, Gelfand J, Kounios J, Lisman JE (2002) Oscillations in the alpha band (9鈥?2聽Hz) increase with memory load during retention in a short-term memory task. Cereb Cortex 12:877鈥?82 CrossRef
  33. Kelly C, Uddin LQ, Shehzad Z, Margulies DS, Castellanos FX, Milham MP, Petrides M (2010) Broca鈥檚 region: linking human brain functional connectivity data and non-human primate tracing anatomy studies. Eur J Neurosci 32:383鈥?98. doi:10.1111/j.1460-9568.2010.07279.x j.1460-9568.2010.07279.x" target="_blank" title="It opens in new window">CrossRef
  34. Kolev V, Yordanova J, Schurmann M, Basar E (2001) Increased frontal phase-locking of event-related alpha oscillations during task processing. Int J Psychophysiol 39:159鈥?65. doi:10.1016/S0167-8760(00)00139-2 CrossRef
  35. Koyama MS et al (2011) Resting-state functional connectivity indexes reading competence in children and adults. J Neurosci 31:8617鈥?624. doi:10.1523/jneurosci.4865-10.2011 CrossRef
  36. Martino J et al (2011) Resting functional connectivity in patients with brain tumors in eloquent areas. Ann Neurol 69:521鈥?32. doi:10.1002/ana.22167 CrossRef
  37. Marzetti L et al (2013) Frequency specific interactions of MEG resting state activity within and across brain networks as revealed by the multivariate interaction measure. Neuroimage 79:172鈥?83. doi:10.1016/j.neuroimage.2013.04.062 j.neuroimage.2013.04.062" target="_blank" title="It opens in new window">CrossRef
  38. Mezeiova K, Palus M (2012) Comparison of coherence and phase synchronization of the human sleep electroencephalogram. Clin Neurophysiol 123:1821鈥?830. doi:10.1016/j.clinph.2012.01.016 j.clinph.2012.01.016" target="_blank" title="It opens in new window">CrossRef
  39. Newman ME (2004) Analysis of weighted networks. Phys Rev E 70:056131 CrossRef
  40. Nolte G, Bai O, Wheaton L, Mari Z, Vorbach S, Hallett M (2004) Identifying true brain interaction from EEG data using the imaginary part of coherency. Clin Neurophysiol 115:2292鈥?307 j.clinph.2004.04.029" target="_blank" title="It opens in new window">CrossRef
  41. Osipov GV, Hu B, Zhou C, Ivanchenko MV, Kurths J (2003) Three types of transitions to phase synchronization in coupled chaotic oscillators. Phys Rev Lett 91:024101 CrossRef
  42. Pfurtscheller G (1992) Event-related synchronization (ERS): an electrophysiological correlate of cortical areas at rest. Electroencephalogr Clin Neurophysiol 83:62鈥?9 CrossRef
  43. Rehme AK, Eickhoff SB, Wang LE, Fink GR, Grefkes C (2011) Dynamic causal modeling of cortical activity from the acute to the chronic stage after stroke. Neuroimage 55:1147鈥?158. doi:10.1016/j.neuroimage.2011.01.014 j.neuroimage.2011.01.014" target="_blank" title="It opens in new window">CrossRef
  44. Rizk S, Ptak R, Nyffeler T, Schnider A, Guggisberg AG (2013) Network mechanisms of responsiveness to continuous theta-burst stimulation. Eur J Neurosci 38:3230鈥?238. doi:10.1111/ejn.12334 jn.12334" target="_blank" title="It opens in new window">CrossRef
  45. Rosenblum MG, Pikovsky AS, Kurths J (1996) Phase synchronization of chaotic oscillators. Phys Rev Lett 76:1804鈥?807 CrossRef
  46. Rousseaux M et al (2001) Presenting a battery for assessing spatial neglect. Norms and effects of age, educational level, sex, hand and laterality. Rev Neurol (Paris) 157:1385鈥?400
  47. Schenkenberg T, Bradford DC, Ajax ET (1980) Line bisection and unilateral visual neglect in patients with neurologic impairment. Neurology 30:509鈥?17 CrossRef
  48. Schlee W, Leirer V, Kolassa IT, Weisz N, Elbert T (2012) Age-related changes in neural functional connectivity and its behavioral relevance. BMC Neurosci 13:16. doi:10.1186/1471-2202-13-16 CrossRef
  49. Sekihara K, Nagarajan SS, Poeppel D, Marantz A (2004) Asymptotic SNR of scalar and vector minimum-variance beamformers for neuromagnetic source reconstruction. IEEE Trans Biomed Eng 51:1726鈥?734. doi:10.1109/TBME.2004.827926 CrossRef
  50. Sekihara K, Owen JP, Trisno S, Nagarajan SS (2011) Removal of spurious coherence in MEG source-space coherence analysis. IEEE Trans Biomed Eng 58:3121鈥?129. doi:10.1109/TBME.2011.2162514 CrossRef
  51. Spinelli L, Andino SG, Lantz G, Seeck M, Michel CM (2000) Electromagnetic inverse solutions in anatomically constrained spherical head models. Brain Topogr 13:115鈥?25 CrossRef
  52. Stam CJ, van Straaten EC (2012) The organization of physiological brain networks. Clin Neurophysiol 123:1067鈥?087. doi:10.1016/j.clinph.2012.01.011 j.clinph.2012.01.011" target="_blank" title="It opens in new window">CrossRef
  53. Stam CJ, Nolte G, Daffertshofer A (2007) Phase lag index: assessment of functional connectivity from multi channel EEG and MEG with diminished bias from common sources. Hum Brain Mapp 28:1178鈥?193. doi:10.1002/hbm.20346 CrossRef
  54. Stenroos M, Mantynen V, Nenonen J (2007) A Matlab library for solving quasi-static volume conduction problems using the boundary element method. Comput Methods Programs Biomed 88:256鈥?63. doi:10.1016/j.cmpb.2007.09.004 j.cmpb.2007.09.004" target="_blank" title="It opens in new window">CrossRef
  55. Tomasi D, Volkow ND (2012) Resting functional connectivity of language networks: characterization and reproducibility. Mol Psychiatry 17:841鈥?54. doi:10.1038/mp.2011.177 CrossRef
  56. Tzourio-Mazoyer N et al (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15:273鈥?89. doi:10.1006/nimg.2001.0978 CrossRef
  57. Wang L, Negreira A, LaViolette P, Bakkour A, Sperling RA, Dickerson BC (2010) Intrinsic interhemispheric hippocampal functional connectivity predicts individual differences in memory performance ability. Hippocampus 20:345鈥?51. doi:10.1002/hipo.20771
  58. Wang X, Han Z, He Y, Caramazza A, Song L, Bi Y (2013) Where color rests: spontaneous brain activity of bilateral fusiform and lingual regions predicts object color knowledge performance. Neuroimage 76:252鈥?63. doi:10.1016/j.neuroimage.2013.03.010 j.neuroimage.2013.03.010" target="_blank" title="It opens in new window">CrossRef
  59. Wechsler D (1997) Wechsler Memory Scale, 3rd edn. The Psychological Corporation, San Antonio
  60. Westlake KP et al (2012) Resting state alpha-band functional connectivity and recovery after stroke. Exp Neurol 237:160鈥?69. doi:10.1016/j.expneurol.2012.06.020 j.expneurol.2012.06.020" target="_blank" title="It opens in new window">CrossRef
  
• 刊物类别：Biomedical and Life Sciences
• 刊物主题：Biomedicine
  Neurosciences
  Psychiatry
  Neurology
  
• 出版者：Springer New York
• ISSN：1573-6792

文摘

Recent findings indicate that synchronous neural activity at rest influences human performance in subsequent tasks. Synchronization can occur in form of phase coupling or amplitude correlation. It is unknown whether these coupling types have differing behavioral significance at rest. To address this, we performed resting-state electroencephalography (EEG) and source connectivity analysis in several populations of healthy subjects and patients with brain lesions. We systematically compared different types and frequencies of neural synchronization and investigated their association with behavioral performance in verbal and spatial attention tasks. Behavioral performance could be consistently predicted by two distinct resting-state coupling patterns: (1) amplitude envelope correlation of beta activity between homologous areas of both hemispheres, (2) lagged phase synchronization in EEG alpha activity between a brain area and the entire cortex. A disruption of these coupling patterns was also associated with neurological deficits in patients with stroke lesions. This suggests the existence of two distinct network systems responsible for resting-state integration. Lagged phase synchronization in the alpha band is associated with global interaction across networks while amplitude envelope correlation seems to be behaviorally relevant for interactions within networks and between hemispheres. These two coupling types may therefore provide complementary insights on brain physiology and pathology.