Regional homogeneity abnormalities in patients with interictal migraine without aura: A resting-state study

NMR in Biomedicine

Volumn 25, Issue 5, 2012, Pages 806-812

  Yu, Dahua ^a,b   Yuan, Kai ^a   Zhao, Ling ^c   Zhao, Limei ^a   Dong, Minghao ^a   Liu, Peng ^a   Wang, Guihong ^a   Liu, Jixin ^a   Sun, Jinbo ^a   Zhou, Guangyu ^a   von Deneen, Karen M ^a   Liang, Fanrong ^c   Qin, Wei ^a   Tian, Jie ^a,d  

^a XIDIAN UNIVERSITY   (China)

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

^c CHENGDU UNIVERSITY OF TRADITIONAL CHINESE MEDICINE   (China)

^d INSTITUTE OF AUTOMATION   (China)

Author keywords

Functional MRI (fMRI); Migraine without aura; Orbitofrontal cortex (OFC); Prefrontal cortex (PFC); Regional homogeneity (ReHo); Resting state; Rostral anterior cingulate cortex (rACC); Supplementary motor area (SMA)

Indexed keywords

ANTERIOR CINGULATE CORTICES; FUNCTIONAL MRI (FMRI); MIGRAINE WITHOUT AURA; ORBITOFRONTAL CORTEX; PREFRONTAL CORTEX; REGIONAL HOMOGENEITY; RESTING STATE; SUPPLEMENTARY MOTOR AREAS;

ACTIVATION ANALYSIS;

BRAIN;

ADULT; ANALYTIC METHOD; ANTERIOR CINGULATE; ARTICLE; CLINICAL ARTICLE; CLINICAL FEATURE; CONTROLLED STUDY; DISEASE DURATION; ELECTROENCEPHALOGRAM; FEMALE; FUNCTIONAL DISEASE; HUMAN; MALE; MIGRAINE WITHOUT AURA; ORBITAL CORTEX; PREFRONTAL CORTEX; PRIORITY JOURNAL; REGIONAL HOMOGENEITY; REST; SUPPLEMENTARY MOTOR AREA;

ADULT; BRAIN; BRAIN MAPPING; CASE-CONTROL STUDIES; CEREBRAL CORTEX; FEMALE; GYRUS CINGULI; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; MIGRAINE WITHOUT AURA; PREFRONTAL CORTEX; YOUNG ADULT;

EID: 84859639371     PISSN: 09523480     EISSN: 10991492     Source Type: Journal    
DOI: 10.1002/nbm.1796     Document Type: Article

References (75)

1. Kruit MC, van Buchem MA, Hofman PAM, Bakkers JTN, Terwindt GM, Ferrari MD, Launer LJ. Migraine as a risk factor for subclinical brain lesions. J. Am. Med. Assoc. 2004; 291(4): 427-434.
2. Tietjen GE. Stroke and migraine linked by silent lesions. Lancet Neurol. 2004; 3(5): 267.
3. Swartz RH, Kern RZ. Migraine is associated with magnetic resonance imaging white matter abnormalities: a meta-analysis. Arch. Neurol. 2004; 61(9): 1366-1368.
4. Schwedt TJ, Dodick DW. Advanced neuroimaging of migraine. Lancet Neurol. 2009; 8(6): 560-568.
5. May A. Morphing voxels: the hype around structural imaging of headache patients. Brain 2009; 132(6): 1419-1425.
6. Valfrè W, Rainero I, Bergui M, Pinessi L. Voxel-based morphometry reveals gray matter abnormalities in migraine. Headache J. Head Face Pain 2008; 48(1): 109-117.
7. Kim J, Suh S, Seol H, Oh K, Seo W, Yu S, Park K, Koh S. Regional grey matter changes in patients with migraine: a voxel-based morphometry study. Cephalalgia 2008; 28(6): 598-604.
8. Schmidt-Wilcke T, Gänßbauer S, Neuner T, Bogdahn U, May A. Subtle grey matter changes between migraine patients and healthy controls. Cephalalgia 2008; 28(1): 1-4.
9. Schmitz N, Admiraal-Behloul F, Arkink EB, Kruit MC, Schoonman GG, Ferrari MD, Van Buchem MA. Attack frequency and disease duration as indicators for brain damage in migraine. Headache J. Head Face Pain 2008; 48(7): 1044-1055.
10. DaSilva AFM, Granziera C, Tuch DS, Snyder J, Vincent M, Hadjikhani N. Interictal alterations of the trigeminal somatosensory pathway and periaqueductal gray matter in migraine. Neuroreport 2007; 18(4): 301-305.
11. Aderjan D, Stankewitz A, May A. Neuronal mechanisms during repetitive trigemino-nociceptive stimulation in migraine patients. Pain 2010; 151(1): 97-103.
12. Moulton E, Becerra L, Maleki N, Pendse G, Tully S, Hargreaves R, Burstein R, Borsook D. Painful heat reveals hyperexcitability of the temporal pole in interictal and ictal migraine states. Cereb. Cortex 2011; 21(2): 435-448.
13. Eck J, Richter M, Straube T, Miltner WHR, Weiss T. Affective brain regions are activated during the processing of pain-related words in migraine patients. Pain 2011; 152(5): 1104-1113.
14. Peyron R, Laurent B, Garcia-Larrea L. Functional imaging of brain responses to pain. A review and meta-analysis. Neurophysiol. Clin./Clin. Neurophysiol. 2000; 30(5): 263-288.
15. Lipton RB, Pan J. Is migraine a progressive brain disease? J. Am. Med. Assoc. 2004; 291(4): 493-494.
16. Fox MD, Raichle ME. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat. Rev. Neurosci. 2007; 8(9): 700-711.
17. Wu QZ, Li DM, Kuang WH, Zhang TJ, Lui S, Huang XQ, Chan RCK, Kemp GJ, Gong QY. Abnormal regional spontaneous neural activity in treatment-refractory depression revealed by resting-state fMRI. Hum. Brain Mapping 2011; 32(8): 1290-1299.
18. Yuan K, Qin W, Dong M, Liu J, Liu P, Zhang Y, Sun J, Wang W, Wang Y, Li Q. Combining spatial and temporal information to explore resting-state networks changes in abstinent heroin-dependent individuals. Neurosci. Lett. 2010; 475(1): 20-24.
19. Yuan K, Qin W, Liu J, Guo Q, Dong M, Sun J, Zhang Y, Liu P, Wang W, Wang Y. Altered small-world brain functional networks and duration of heroin use in male abstinent heroin-dependent individuals. Neurosci. Lett. 2010; 477(1): 37-42.
20. Yuan K, Qin W, Dong M, Liu J, Sun J, Liu P, Zhang Y, Wang W, Wang Y, Li Q. Gray matter deficits and resting-state abnormalities in abstinent heroin-dependent individuals. Neurosci. Lett. 2010; 482(2): 101-105.
21. Liu H, Liu Z, Liang M, Hao Y, Tan L, Kuang F, Yi Y, Xu L, Jiang T. Decreased regional homogeneity in schizophrenia: a resting state functional magnetic resonance imaging study. Neuroreport 2006; 17(1): 19-22.
22. He Y, Wang L, Zang Y, Tian L, Zhang X, Li K, Jiang T. Regional coherence changes in the early stages of Alzheimer's disease: a combined structural and resting-state functional MRI study. Neuroimage 2007; 35(2): 488-500.
23. Wu T, Long X, Zang Y, Wang L, Hallett M, Li K, Chan P. Regional homogeneity changes in patients with Parkinson's disease. Hum. Brain Mapping 2009; 30(5): 1502-1510.
24. Zang Y, Jiang T, Lu Y, He Y, Tian L. Regional homogeneity approach to fMRI data analysis. Neuroimage 2004; 22(1): 394-400.
25. Headache Classification Subcommittee of the International Headache Society. The International Classification of Headache Disorders, 2nd. Cephalalgia 2004; 24(Suppl 1): 1-160.
26. Biswal B, Yetkin FZ, Haughton VM, Hyde JS. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn. Reson. Med. 1995; 34(4): 537-541.
27. Kendall MG, Gibbons JD. Rank Correlation Methods. Oxford University Press: Oxford; 1990.
28. Paakki JJ, Rahko J, Long X, Moilanen I, Tervonen O, Nikkinen J, Starck T, Remes J, Hurtig T, Haapsamo H. Alterations in regional homogeneity of resting-state brain activity in autism spectrum disorders. Brain Res. 2010; 1321: 169-179.
29. Yuan Y, Zhang Z, Bai F, Yu H, Shi Y, Qian Y, Liu W, You J, Zhang X, Liu Z. Abnormal neural activity in the patients with remitted geriatric depression: a resting-state functional magnetic resonance imaging study. J. Affective Disord. 2008; 111(2-3): 145-152.
30. Damoiseaux J, Rombouts S, Barkhof F, Scheltens P, Stam C, Smith S, Beckmann C. Consistent resting-state networks across healthy subjects. Proc. Natl. Acad. Sci. 2006; 103(37): 13848-13853.
31. Seeley WW, Crawford RK, Zhou J, Miller BL, Greicius MD. Neurodegenerative diseases target large-scale human brain networks. Neuron 2009; 62(1): 42-52.
32. Fox MD, Snyder AZ, Vincent JL, Raichle ME. Intrinsic fluctuations within cortical systems account for intertrial variability in human behavior. Neuron 2007; 56(1): 171-184.
33. Hesselmann G, Kell CA, Eger E, Kleinschmidt A. Spontaneous local variations in ongoing neural activity bias perceptual decisions. Proc. Natl. Acad. Sci. 2008; 105(31): 10984-10989.
34. Seeley WW, Menon V, Schatzberg AF, Keller J, Glover GH, Kenna H, Reiss AL, Greicius MD. Dissociable intrinsic connectivity networks for salience processing and executive control. J. Neurosci. 2007; 27(9): 2349-2356.
35. Greicius MD, Krasnow B, Reiss AL, Menon V. Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc. Natl. Acad. Sci. 2003; 100(1): 253-258.
36. Raichle ME, MacLeod AM, Snyder AZ, Powers WJ, Gusnard DA, Shulman GL. A default mode of brain function. Proc. Natl. Acad. Sci. 2001; 98(2): 676-682.
37. May A. Neuroimaging: visualising the brain in pain. Neurol. Sci. 2007; 28: 101-107.
38. Mechias ML, Etkin A, Kalisch R. A meta-analysis of instructed fear studies: implications for conscious appraisal of threat. Neuroimage 2010; 49(2): 1760-1768.
39. Drabant EM, Kuo JR, Ramel W, Blechert J, Edge MD, Cooper JR, Goldin PR, Hariri AR, Gross JJ. Experiential, autonomic, and neural responses during threat anticipation vary as a function of threat intensity and neuroticism. Neuroimage 2011; 55(1): 401-410.
40. Tracey I, Mantyh PW. The cerebral signature for pain perception and its modulation. Neuron 2007; 55(3): 377-391.
41. Vogt BA. Pain and emotion interactions in subregions of the cingulate gyrus. Nat. Rev. Neurosci. 2005; 6(7): 533-544.
42. Shackman AJ, Salomons TV, Slagter HA, Fox AS, Winter JJ, Davidson RJ. The integration of negative affect, pain and cognitive control in the cingulate cortex. Nat. Rev. Neurosci. 2011; 12(3): 154-167.
43. Petrovic P, Kalso E, Petersson KM, Ingvar M. Placebo and opioid analgesia - imaging a shared neuronal network. Science 2002; 295(5560): 1737-1740.
44. Wager TD, Rilling JK, Smith EE, Sokolik A, Casey KL, Davidson RJ, Kosslyn SM, Rose RM, Cohen JD. Placebo-induced changes in FMRI in the anticipation and experience of pain. Science 2004; 303(5661): 1162-1167.
45. Kupers RC, Gybels JM, Gjedde A. Positron emission tomography study of a chronic pain patient successfully treated with somatosensory thalamic stimulation. Pain 2000; 87(3): 295-302.
46. Lieberman MD, Jarcho JM, Berman S, Naliboff BD, Suyenobu BY, Mandelkern M, Mayer EA. The neural correlates of placebo effects: a disruption account. Neuroimage 2004; 22(1): 447-455.
47. Wiech K, Ploner M, Tracey I. Neurocognitive aspects of pain perception. Trends Cognit. Sci. 2008; 12(8): 306-313.
48. Rolls ET. The orbitofrontal cortex and reward. Cereb. Cortex 2000; 10(3): 284-294.
49. Kringelbach ML. The human orbitofrontal cortex: linking reward to hedonic experience. Nat. Rev. Neurosci. 2005; 6(9): 691-702.
50. Bechara A, Damasio AR, Damasio H, Anderson SW. Insensitivity to future consequences following damage to human prefrontal cortex. Cognition 1994; 50(1-3): 7-15.
51. Kringelbach ML, Rolls ET. The functional neuroanatomy of the human orbitofrontal cortex: evidence from neuroimaging and neuropsychology. Prog. Neurobiol. 2004; 72(5): 341-372.
52. Phillips ML, Drevets WC, Rauch SL, Lane R. Neurobiology of emotion perception I: the neural basis of normal emotion perception. Biol. Psychiatry 2003; 54(5): 504-514.
53. Leknes S, Tracey I. A common neurobiology for pain and pleasure. Nat. Rev. Neurosci. 2008; 9(4): 314-320.
54. Vincent M, Pedra E, Mourão-Miranda J, Bramati I, Henrique A, Moll J. Enhanced interictal responsiveness of the migraineous visual cortex to incongruent bar stimulation: a functional MRI visual activation study. Cephalalgia 2003; 23(9): 860-868.
55. Dalgleish T. The emotional brain. Nat. Rev. Neurosci. 2004; 5(7): 583-589.
56. Elliott R, Dolan RJ, Frith CD. Dissociable functions in the medial and lateral orbitofrontal cortex: evidence from human neuroimaging studies. Cereb. Cortex 2000; 10(3): 308-317.
57. Picard N, Strick PL. Motor areas of the medial wall: a review of their location and functional activation. Cereb. Cortex 1996; 6(3): 342-353.
58. Schall JD, Stuphorn V, Brown JW. Monitoring and control of action by the frontal lobes. Neuron 2002; 36(2): 309-322.
59. Rushworth M, Walton M, Kennerley S, Bannerman D. Action sets and decisions in the medial frontal cortex. Trends Cognit. Sci. 2004; 8(9): 410-417.
60. Nachev P, Rees G, Parton A, Kennard C, Husain M. Volition and conflict in human medial frontal cortex. Curr. Biol. 2005; 15(2): 122-128.
61. Ray Li C, Huang C, Constable RT, Sinha R. Imaging response inhibition in a stop-signal task: neural correlates independent of signal monitoring and post-response processing. J. Neurosci. 2006; 26(1): 186-192.
62. Curtis CE, Cole MW, Rao VY, D'Esposito M. Canceling planned action: an fMRI study of countermanding saccades. Cereb. Cortex 2005; 15(9): 1281-1289.
63. Aron AR, Poldrack RA. Cortical and subcortical contributions to stop signal response inhibition: role of the subthalamic nucleus. J. Neurosci. 2006; 26(9): 2424-2433.
64. Ploghaus A, Tracey I, Gati JS, Clare S, Menon RS, Matthews PM, Rawlins JNP. Dissociating pain from its anticipation in the human brain. Science 1999; 284(5422): 1979-1981.
65. Koyama T, McHaffie JG, Laurienti PJ, Coghill RC. The subjective experience of pain: where expectations become reality. Proc. Natl. Acad. Sci. USA 2005; 102(36): 12950-12955.
66. Roy M, Piché M, Chen JI, Peretz I, Rainville P. Cerebral and spinal modulation of pain by emotions. Proc. Natl. Acad. Sci. 2009; 106(49): 20900-20905.
67. Rainville P, Duncan GH, Price DD, Carrier B, Bushnell MC. Pain affect encoded in human anterior cingulate but not somatosensory cortex. Science 1997; 277(5328): 968-971.
68. Apkarian AV, Bushnell MC, Treede RD, Zubieta JK. Human brain mechanisms of pain perception and regulation in health and disease. Eur. J. Pain 2005; 9(4): 463-484.
69. Geha PY, Baliki MN, Harden RN, Bauer WR, Parrish TB, Apkarian AV. The brain in chronic CRPS pain: abnormal gray-white matter interactions in emotional and autonomic regions. Neuron 2008; 60(4): 570-581.
70. Nachev P, Kennard C, Husain M. Functional role of the supplementary and pre-supplementary motor areas. Nat. Rev. Neurosci. 2008; 9(11): 856-869.
71. Isoda M, Hikosaka O. Switching from automatic to controlled action by monkey medial frontal cortex. Nat. Neurosci. 2007; 10(2): 240-248.
72. Craig A. How do you feel now? The anterior insula and human awareness. Nat. Rev. Neurosci. 2009; 10(1): 59-70.
73. Hsieh JC, Hannerz J, Ingvar M. Right-lateralised central processing for pain of nitroglycerine-induced cluster headache. Pain 1996; 67(1): 59-68.
74. Balaban CD, Jacob RG, Furman JM. Neurologic bases for comorbidity of balance disorders, anxiety disorders and migraine: neurotherapeutic implications. Exp. Rev. Neurother. 2011; 11(3): 379-394.
75. Craig A. Forebrain emotional asymmetry: a neuroanatomical basis? Trends Cognit. Sci. 2005; 9(12): 566-571.