Intrinsic Brain Network Abnormalities in Migraines without Aura Revealed in Resting-State fMRI

PLoS ONE

Volumn 7, Issue 12, 2012, Pages

  Xue, Ting ^a   Yuan, Kai ^a   Zhao, Ling ^b   Yu, Dahua ^a,c   Zhao, Limei ^a   Dong, Tao ^a   Cheng, Ping ^a   von Deneen, Karen M ^a   Qin, Wei ^a   Tian, Jie ^a,d  

^a XIDIAN UNIVERSITY   (China)

^b CHENGDU UNIVERSITY OF TRADITIONAL CHINESE MEDICINE   (China)

^c INNER MONGOLIA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^d INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; BRAIN REGION; CENTRAL EXECUTIVE NETWORK; CLINICAL ARTICLE; CLINICAL INDICATOR; CONTROLLED STUDY; CORRELATION ANALYSIS; DEFAULT MODE NETWORK; DISEASE DURATION; DISEASE SEVERITY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; INSULA; MALE; MIGRAINE WITHOUT AURA; NERVE CELL NETWORK; NEUROPATHOLOGY; PAIN; PAIN ASSESSMENT; RECURRENT DISEASE; RESTING STATE FUNCTIONAL MAGNETIC RESONANCE IMAGING; SALIENCE NETWORK;

ADULT; BRAIN; BRAIN MAPPING; CASE-CONTROL STUDIES; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; MIGRAINE WITHOUT AURA; NERVE NET; REST; YOUNG ADULT;

EID: 84871680082     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0052927     Document Type: Article

References (79)

1. Terwindt GM, Ferrari MD, Tijhuis M, Groenen SMA, Picavet HSJ, et al. (2000) The impact of migraine on quality of life in the general population- The GEM study. Neurology 55: 624-629.
2. Lipton RB, Hamelsky SW, Kolodner KB, Steiner TJ, Stewart WF, (2000) Migraine, quality of life, and depression- A population-based case-control study. Neurology 55: 629-635.
3. Schwedt TJ, Dodick DW, (2009) Advanced neuroimaging of migraine. Lancet Neurol 8: 560-568.
4. Cauda F, Sacco K, Duca S, Cocito D, D'Agata F, et al. (2009) Altered Resting State in Diabetic Neuropathic Pain. Plos One 4: e4542.
5. Greicius M, (2008) Resting-state functional connectivity in neuropsychiatric disorders. Current Opinion in Neurology 21: 424-430.
6. Qi RF, Zhang LJ, Xu Q, Zhong JH, Wu SY, et al. (2012) Selective Impairments of Resting-State Networks in Minimal Hepatic Encephalopathy. Plos One 7: 37400.
7. Roosendaal SD, Schoonheim MM, Hulst HE, Sanz-Arigita EJ, Smith SM, et al. (2010) Resting state networks change in clinically isolated syndrome. Brain 133: 1612-1621.
8. Sorg C, Riedl V, Muhlau M, Calhoun VD, Eichele T, et al. (2007) Selective changes of resting-state networks in individuals at risk for Alzheimer's disease. Proceedings of the National Academy of Sciences of the United States of America 104: 18760-18765.
9. Wu QZ, Li DM, Kuang WH, Zhang TJ, Lui S, et al. (2011) Abnormal Regional Spontaneous Neural Activity in Treatment-Refractory Depression Revealed by Resting-State fMRI. Human Brain Mapping 32: 1290-1299.
10. Yuan K, Qin W, Dong MH, Liu JX, Liu P, et al. (2010) Combining spatial and temporal information to explore resting-state networks changes in abstinent heroin-dependent individuals. Neuroscience Letters 475: 20-24.
11. Mainero C, Boshyan J, Hadjikhani N, (2011) Altered functional magnetic resonance imaging resting-state connectivity in periaqueductal gray networks in migraine. Annals of Neurology 70: 838-845.
12. Jin C, Yuan K, Zhao L, Yu D, Deneen KM, et al. (2012) Structural and functional abnormalities in migraine patients without aura. NMR in biomedicine, in press.
13. Yu DH, Yuan K, Zhao L, Zhao LM, Dong MH, et al. (2012) Regional homogeneity abnormalities in patients with interictal migraine without aura: a resting-state study. NMR in biomedicine 25: 806-812.
14. Fox MD, Snyder AZ, Vincent JL, Raichle ME, (2007) Intrinsic fluctuations within cortical systems account for intertrial variability in human Behavior. Neuron 56: 171-184.
15. Greicius MD, Krasnow B, Reiss AL, Menon V, (2003) Functional connectivity in the resting brain: A network analysis of the default mode hypothesis. Proceedings of the National Academy of Sciences of the United States of America 100: 253-258.
16. Fox MD, Snyder AZ, Vincent JL, Corbetta M, Van Essen DC, et al. (2005) The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proceedings of the National Academy of Sciences of the United States of America 102: 9673-9678.
17. Damoiseaux JS, Rombouts SARB, Barkhof F, Scheltens P, Stam CJ, et al. (2006) Consistent resting-state networks across healthy subjects. Proceedings of the National Academy of Sciences of the United States of America 103: 13848-13853.
18. Uddin LQ, Menon V (2010) Introduction to special topic-resting-state brain activity: implications for systems neuroscience. Frontiers in Systems Neuroscience 4.
19. Fox MD, Snyder AZ, Zacks JM, Raichle ME, (2006) Coherent spontaneous activity accounts for trial-to-trial variability in human evoked brain responses. Nature Neuroscience 9: 23-25.
20. Boly M, Balteau E, Schnakers C, Degueldre C, Moonen G, et al. (2007) Baseline brain activity fluctuations predict somatosensory perception in humans. Proceedings of the National Academy of Sciences of the United States of America 104: 12187-12192.
21. Ploner M, Lee MC, Wiech K, Bingel U, Tracey I, (2010) Prestimulus functional connectivity determines pain perception in humans. Proceedings of the National Academy of Sciences of the United States of America 107: 355-360.
22. Gusnard DA, Raichle ME, (2001) Searching for a baseline: functional imaging and the resting human brain. Nature Reviews Neuroscience 2: 685-694.
23. Gusnard DA, Akbudak E, Shulman GL, Raichle ME, (2001) Medial prefrontal cortex and self-referential mental activity: relation to a default mode of brain function. Proceedings of the National Academy of Sciences of the United States of America 98: 4259-4264.
24. Bressler SL, Menon V, (2010) Large-scale brain networks in cognition: emerging methods and principles. Trends in cognitive sciences 14: 277-290.
25. Rocca MA, Valsasina P, Absinta M, Colombo B, Barcella V, et al. (2010) Central nervous system dysregulation extends beyond the pain-matrix network in cluster headache. Cephalalgia 30: 1383-1391.
26. Napadow V, LaCount L, Park K, As-Sanie S, Clauw DJ, et al. (2010) Intrinsic Brain Connectivity in Fibromyalgia Is Associated With Chronic Pain Intensity. Arthritis and Rheumatism 62: 2545-2555.
27. Chiapparini L, Ferraro S, Grazzi L, Bussone G, (2010) Neuroimaging in chronic migraine. Neurological Sciences 31: 19-22.
28. Russo A, Tessitore A, Esposito F, Marcuccio L, Giordano A, et al. (2012) Pain processing in patients with migraine: an event-related fMRI study during trigeminal nociceptive stimulation. J Neurol 259: 1903-1912.
29. Cauda F, Torta DME, Sacco K, Geda E, D'Agata F, et al. (2012) Shared "Core" Areas between the Pain and Other Task-Related Networks. PloS one 7: e41929.
30. Iannetti GD, Mouraux A, (2010) From the neuromatrix to the pain matrix (and back). Exp Brain Res 205: 1-12.
31. Legrain V, Iannetti GD, Plaghki L, Mouraux A, (2011) The pain matrix reloaded: a salience detection system for the body. Prog Neurobiol 93: 111-124.
32. Launer LJ, Terwindt GM, Ferrari MD, (1999) The prevalence and characteristics of migraine in a population-based cohort- The GEM Study. Neurology 53: 537-542.
33. Society. HCSotIH (2004) The International Classification of Headache Disdorders. Cephalalgia 24: 1-160.
34. Moulton EA, Becerra L, Maleki N, Pendse G, Tully S, et al. (2011) Painful Heat Reveals Hyperexcitability of the Temporal Pole in Interictal and Ictal Migraine States. Cerebral Cortex 21: 435-448.
35. Oldfield RC, (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9: 97-113.
36. Beckmann CF, Smith SA, (2004) Probabilistic independent component analysis for functional magnetic resonance imaging. IEEE Transactions on Medical Imaging 23: 137-152.
37. Beckmann CF, Mackay CE, Filippini N, Smith SM, (2009) Group comparison of resting-state FMRI data using multi-subject ICA and dual regression. Neuroimage 47: S148.
38. Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TEJ, et al. (2004) Advances in functional and structural MR image analysis and implementation as FSL. Neuroimage 23: 208-219.
39. Biswal BB, Mennes M, Zuo XN, Gohel S, Kelly C, et al. (2010) Toward discovery science of human brain function. Proceedings of the National Academy of Sciences of the United States of America 107: 4734-4739.
40. Filippini N, MacIntosh BJ, Hough MG, Goodwin GM, Frisoni GB, et al. (2009) Distinct patterns of brain activity in young carriers of the APOE-epsilon 4 allele. Proceedings of the National Academy of Sciences of the United States of America 106: 7209-7214.
41. Ma N, Liu Y, Fu XM, Li N, Wang CX, et al. (2011) Abnormal brain default-mode network functional connectivity in drug addicts. Plos One 6: e16560.
42. Mantini D, Perrucci MG, Del Gratta C, Romani GL, Corbetta M, (2007) Electrophysiological signatures of resting state networks in the human brain. Proceedings of the National Academy of Sciences of the United States of America 104: 13170-13175.
43. Biswal B, Zerrin Yetkin F, Haughton VM, Hyde JS, (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar mri. Magnetic resonance in medicine 34: 537-541.
44. Cordes D, Haughton VM, Arfanakis K, Wendt GJ, Turski PA, et al. (2000) Mapping functionally related regions of brain with functional connectivity MR imaging. American Journal of Neuroradiology 21: 1636-1644.
45. Uddin LQ, Supekar KS, Ryali S, Menon V, (2011) Dynamic Reconfiguration of Structural and Functional Connectivity Across Core Neurocognitive Brain Networks with Development. Journal of Neuroscience 31: 18578-18589.
46. Raichle ME, MacLeod AM, Snyder AZ, Powers WJ, Gusnard DA, et al. (2001) A default mode of brain function. Proceedings of the National Academy of Sciences of the United States of America 98: 676-682.
47. Nichols TE, Holmes AP, (2002) Nonparametric permutation tests for functional neuroimaging: A primer with examples. Human Brain Mapping 15: 1-25.
48. Smith SM, Nichols TE, (2009) Threshold-free cluster enhancement: Addressing problems of smoothing, threshold dependence and localisation in cluster inference. Neuroimage 44: 83-98.
49. Seeley WW, Menon V, Schatzberg AF, Keller J, Glover GH, et al. (2007) Dissociable intrinsic connectivity networks for salience processing and executive control. Journal of Neuroscience 27: 2349-2356.
50. Corbetta M, Shulman GL, (2002) Control of goal-directed and stimulus-driven attention in the brain. Nature Reviews Neuroscience 3: 201-215.
51. Eccleston C, Crombez G, (1999) Pain demands attention: A cognitive-affective model of the interruptive function of pain. Psychological Bulletin 125: 356-366.
52. Seminowicz DA, Davis KD, (2007) Pain enhances functional connectivity of a brain network evoked by performance of a cognitive task. Journal of Neurophysiology 97: 3651-3659.
53. Seifert F, Schuberth N, De Col R, Peltz E, Nickel FT, et al. (2012) Brain activity during sympathetic response in anticipation and experience of pain. Human Brain Mapping.
54. Dick B, Eccleston C, Crombez G, (2002) Attentional functioning in fibromyalgia, rheumatoid arthritis, and musculoskeletal pain patients. Arthritis & Rheumatism-Arthritis Care & Research 47: 639-644.
55. Veldhuijzen DS, Kenemans JL, van Wijck AJM, Olivier B, Kalkman C, et al. (2006) Processing capacity in chronic pain patients: A visual event-related potentials study. Pain 121: 60-68.
56. Lorenz J, Beck H, Bromm B, (1997) Cognitive performance, mood and experimental pain before and during morphine-induced analgesia in patients with chronic non-malignant pain. Pain 73: 369-375.
57. Aurora S, Wilkinson F, (2007) The brain is hyperexcitable in migraine. Cephalalgia 27: 1442-1453.
58. Menon V, Uddin LQ, (2010) Saliency, switching, attention and control: a network model of insula function. Brain Structure & Function 214: 655-667.
59. Sridharan D, Levitin DJ, Menon V, (2008) A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks. Proceedings of the National Academy of Sciences of the United States of America 105: 12569-12574.
60. Palaniyappan L, Liddle PF, (2012) Does the salience network play a cardinal role in psychosis? An emerging hypothesis of insular dysfunction. Journal of Psychiatry & Neuroscience 37: 17-27.
61. Apkarian AV, Bushnell MC, Treede RD, Zubieta JK, (2005) Human brain mechanisms of pain perception and regulation in health and disease. European Journal of Pain 9: 463-484.
62. Treede RD, Kenshalo DR, Gracely RH, Jones AKP, (1999) The cortical representation of pain. Pain 79: 105-111.
63. Critchley HD, (2004) The human cortex responds to an interoceptive challenge. Proceedings of the National Academy of Sciences of the United States of America 101: 6333-6334.
64. Craig AD, (2009) How do you feel- now? The anterior insula and human awareness. Nature Reviews Neuroscience 10: 59-70.
65. Critchley HD, Wiens S, Rotshtein P, Ohman A, Dolan RJ, (2004) Neural systems supporting interoceptive awareness. Nature Neuroscience 7: 189-195.
66. Raichle ME, Gusnard DA, (2005) Intrinsic brain activity sets the stage for expression of motivated behavior. Journal of Comparative Neurology 493: 167-176.
67. Otti A, Guendel H, Laer L, Wohlschlaeger AM, Lane RD, et al. (2010) I Know the Pain You Feel-How the Human Brain's Default Mode Predicts Our Resonance to Another's Suffering. Neuroscience 169: 143-148.
68. Kurth F, Zilles K, Fox PT, Laird AR, Eickhoff SB, (2010) A link between the systems: functional differentiation and integration within the human insula revealed by meta-analysis. Brain Structure & Function 214: 519-534.
69. Van Damme S, Legrain V, Vogt J, Crombez G, (2010) Keeping pain in mind: A motivational account of attention to pain. Neuroscience and Biobehavioral Reviews 34: 204-213.
70. Tracey I, (2005) Nociceptive processing in the human brain. Current Opinion in Neurobiology 15: 478-487.
71. Bornhovd K, Quante M, Glauche V, Bromm B, Weiller C, et al. (2002) Painful stimuli evoke different stimulus-response functions in the amygdala, prefrontal, insula and somatosensory cortex: a single-trial fMRI study. Brain 125: 1326-1336.
72. Mouraux A, Iannetti G, (2009) Nociceptive laser-evoked brain potentials do not reflect nociceptive-specific neural activity. Journal of Neurophysiology 101: 3258-3269.
73. Mouraux A, Diukova A, Lee MC, Wise RG, Iannetti GD, (2011) A multisensory investigation of the functional significance of the "pain matrix". Neuroimage 54: 2237-2249.
74. Yarkoni T, Poldrack RA, Nichols TE, Van Essen DC, Wager TD, (2011) Large-scale automated synthesis of human functional neuroimaging data. Nature Methods 8: 665-670.
75. Wager TD, Lindquist MA, Nichols TE, Kober H, Van Snellenberg JX, (2009) Evaluating the consistency and specificity of neuroimaging data using meta-analysis. Neuroimage 45: 210-221.
76. Owen AM, McMillan KM, Laird AR, Bullmore E, (2005) N-back working memory paradigm: a meta-analysis of normative functional neuroimaging studies. Human Brain Mapping 25: 46-59.
77. Calandre EP, Bembibre J, Arnedo ML, Becerra D, (2002) Cognitive disturbances and regional cerebral blood flow abnormalities in migraine patients: their relationship with the clinical manifestations of the illness. Cephalalgia 22: 291-302.
78. Meyer JS, Thornby J, Crawford K, Rauch GM, (2000) Reversible cognitive decline accompanies migraine and cluster headaches. Annals of Neurology 48: 430-430.
79. Le Pira F, Zappala G, Giuffrida S, Lo Bartolo ML, Reggio E, et al. (2000) Memory disturbances in migraine with and without aura: a strategy problem? Cephalalgia 20: 475-478.