Tempo-spatial analysis of vision-related acupoint specificity in the occipital lobe using fMRI: An ICA study

Brain Research

Volumn 1436, Issue , 2012, Pages 34-42

  Dong, Minghao ^a   Qin, Wei ^a   Sun, Jinbo ^a   Liu, Peng ^a   Yuan, Kai ^a   Liu, Jixin ^a   Zhou, Guangyu ^a   Von Deneen, Karen M ^a   Tian, Jie ^a  

^a XIDIAN UNIVERSITY   (China)

Author keywords

fMRI; ICA; Temporal dynamic; Vision related acupoint specificity

Indexed keywords

ACUPUNCTURE; ADULT; ARTICLE; BOLD SIGNAL; BRAIN REGION; DISSOCIATION; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HEMODYNAMICS; HUMAN; HUMAN EXPERIMENT; MALE; NERVE CONDUCTION; NEUROIMAGING; NORMAL HUMAN; OCCIPITAL LOBE; PRIORITY JOURNAL; STIMULUS RESPONSE; VISION;

ACUPUNCTURE; ACUPUNCTURE POINTS; BRAIN MAPPING; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; NEUROIMAGING; VISION, OCULAR; YOUNG ADULT;

EID: 84856006631     PISSN: 00068993     EISSN: 18726240     Source Type: Journal    
DOI: 10.1016/j.brainres.2011.11.050     Document Type: Article

References (62)

1. M. Assaf, K. Jagannathan, V.D. Calhoun, L. Miller, M.C. Stevens, R. Sahl, J.G. O'Boyle, R.T. Schultz, and G.D. Pearlson Abnormal functional connectivity of default mode sub-networks in autism spectrum disorder patients Neuroimage 53 2010 247 256
2. L. Bai, W. Qin, J. Liang, J. Tian, and Y. Liu Spatiotemporal modulation of central neural pathway underlying acupuncture action: a systematic review Curr. Med. Imaging Rev. 5 2009 167 173
3. L. Bai, W. Qin, J. Tian, L. Li, J. Craggs, K. von Deneen, and Y. Liu Time varied characteristics of acupuncture effects in fMRI studies Hum. Brain Mapp. 30 2009 3445 3460
4. L. Bai, J. Tian, C. Zhong, and Xue T. Acupuncture modulates temporal neural responses in wide brain networks: evidence from fMRI study Mol. Pain 6 2010 73
5. A. Bartels, and S. Zeki The chronoarchitecture of the human brain-natural viewing conditions reveal a time-based anatomy of the brain Neuroimage 22 2004 419 433 (Pubitemid 38515851)
6. A. Bartels, and S. Zeki The chronoarchitecture of the cerebral cortex Philos. Trans. R. Soc. Lond. B Biol. Sci. 360 2005 733
7. Beijing, S., 1980. Nanjing Colleges of Traditional Chinese Medicine. Essentials of Chinese Acupuncture. Vol., eds. Beijing, Foreign Language Press, pp. 36.
8. A. Bell, and T. Sejnowski An information-maximization approach to blind separation and blind deconvolution Neural Comput. 7 1995 1129 1159
9. G. Buzsáki Large-scale recording of neuronal ensembles Nat. Neurosci. 7 2004 446 451 (Pubitemid 38544574)
10. G. Buzsáki, and J.J. Chrobak Temporal structure in spatially organized neuronal ensembles: a role for interneuronal networks Curr. Opin. Neurobiol. 5 1995 504 510
11. G. Buzsáki, and A. Draguhn Neuronal oscillations in cortical networks Science 304 2004 1926
12. V. Calhoun, T. Adali, V. McGinty, J. Pekar, T. Watson, and G. Pearlson fMRI activation in a visual-perception task: network of areas detected using the general linear model and independent components analysis Neuroimage 14 2001 1080 1088 (Pubitemid 33049849)
13. V. Calhoun, T. Adali, G. Pearlson, and J. Pekar A method for making group inferences from functional MRI data using independent component analysis Hum. Brain Mapp. 14 2001 140 151 (Pubitemid 33032347)
14. V.D. Calhoun, J.J. Pekar, V.B. McGinty, T. Adali, T.D. Watson, and G.D. Pearlson Different activation dynamics in multiple neural systems during simulated driving Hum. Brain Mapp. 16 2002 158 167 (Pubitemid 34743287)
15. V. Calhoun, K. Kiehl, P. Liddle, and G. Pearlson Aberrant localization of synchronous hemodynamic activity in auditory cortex reliably characterizes schizophrenia Biol. Psychiatry 55 2004 842 849 (Pubitemid 38429876)
16. H. Cao, J.P. Liu, and G.T. Lewith Traditional Chinese Medicine for treatment of fibromyalgia: a systematic review of randomized controlled trials J. Altern. Complement. Med. 16 2010 397 409
17. Z. Cho, S. Chung, J. Jones, J. Park, H. Park, H. Lee, E. Wong, and B. Min New findings of the correlation between acupoints and corresponding brain cortices using functional MRI Proc. Natl. Acad. Sci. U. S. A. 95 1998 2670
18. M.S. Cohen Parametric analysis of fMRI data using linear systems methods Neuroimage 6 1997 93 103
19. R.P. Dhond, C. Yeh, K. Park, N. Kettner, and V. Napadow Acupuncture modulates resting state connectivity in default and sensorimotor brain networks Pain 136 2008 407 418
20. M. Fox, A. Snyder, J. Vincent, M. Corbetta, D. Van Essen, and M. Raichle The human brain is intrinsically organized into dynamic, anticorrelated functional networks Proc. Natl. Acad. Sci. U. S. A. 102 2005 9673
21. K. Friston Statistical parametric mapping and other analyses of functional imaging data Brain Mapping, The Methods 1996 363 396
22. I.K. Gareus, M. Lacour, A.C. Schulte, and J. Hennig Is there a BOLD response of the visual cortex on stimulation of the vision-related acupoint GB 37? J. Magn. Reson. Imaging 15 2002 227 232 (Pubitemid 34195117)
23. A.G. Garrity, G.D. Pearlson, K. McKiernan, D. Lloyd, K.A. Kiehl, and V.D. Calhoun Aberrant "default mode" functional connectivity in schizophrenia Am. J. Psychiatry 164 2007 450
24. M. Greicius, G. Srivastava, A. Reiss, and V. Menon Default-mode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI Proc. Natl. Acad. Sci. U. S. A. 101 2004 4637
25. H. Gu, W. Engelien, H. Feng, D.A. Silbersweig, E. Stern, and Y. Yang Mapping transient, randomly occurring neuropsychological events using independent component analysis Neuroimage 14 2001 1432 1443 (Pubitemid 33124191)
26. S. Kastner, M.A. Pinsk, P. De Weerd, R. Desimone, and L.G. Ungerleider Increased activity in human visual cortex during directed attention in the absence of visual stimulation Neuron 22 1999 751 761 (Pubitemid 29203498)
27. J. Kong, T. Kaptchuk, J. Webb, J. Kong, Y. Sasaki, G. Polich, M. Vangel, K. Kwong, B. Rosen, and R. Gollub Functional neuroanatomical investigation of vision related acupuncture point specificity: a multisession fMRI study Hum. Brain Mapp. 30 2009 38 46
28. Y.D. Kwon, M.H. Pittler, and E. Ernst Acupuncture for peripheral joint osteoarthritis: a systematic review and meta-analysis Rheumatology 45 2006 1331 1337 (Pubitemid 44605465)
29. D. Langers Unbiased group-level statistical assessment of independent component maps by means of automated retrospective matching Hum. Brain Mapp. 31 2010 727 742
30. H. Laufs, A. Kleinschmidt, A. Beyerle, E. Eger, A. Salek-Haddadi, C. Preibisch, and K. Krakow EEG-correlated fMRI of human alpha activity Neuroimage 19 2003 1463 1476 (Pubitemid 37025845)
31. G. Li, R. Cheung, Q. Ma, and E. Yang Visual cortical activations on fMRI upon stimulation of the vision-implicated acupoints Neuroreport 14 2003 669
32. Y.O. Li, T. Adal, and V.D. Calhoun Estimating the number of independent components for functional magnetic resonance imaging data Hum. Brain Mapp. 28 2007 1251 1266 (Pubitemid 350077488)
33. L. Li, W. Qin, L. Bai, and J. Tian Exploring vision-related acupuncture point specificity with multivoxel pattern analysis Magn. Reson. Imaging 28 3 2010 380 387
34. B. Lijun, T. Jie, Z. Chongguang, and X. Ting Acupuncture modulates temporal neural responses in wide brain networks: evidence from fMRI study. Mol. Pain 2010 6, 73
35. G. Liu A Complement Work of Present Acupuncture and Moxibustion: Acupoints & Meridians (Vol.) 1997 Huaxia Pub. House
36. P. Liu, W. Qin, Y. Zhang, J. Tian, L. Bai, G. Zhou, J. Liu, P. Chen, J. Dai, and K.M. von Deneen Combining spatial and temporal information to explore function-guide action of acupuncture using fMRI J. Magn. Reson. Imaging 30 2009 41 46
37. P. Liu, W. Qin, Y. Zhang, J. Tian, and K. von Deneen Combining spatial and temporal information to explore function guide action of acupuncture using fMRI J. Magn. Reson. Imaging 30 2009 41 46
38. P. Liu, G. Zhou, Y. Zhang, M. Dong, W. Qin, K. Yuan, J. Sun, J. Liu, J. Liang, and K.M. von Deneen The hybrid GLM-ICA investigation on the neural mechanism of acupoint ST36: an fMRI study Neurosci. Lett. 479 2010 267 271
39. J.A. Maldjian, P.J. Laurienti, R.A. Kraft, and J.H. Burdette An automated method for neuroanatomic and cytoarchitectonic atlas-based interrogation of fMRI data sets Neuroimage 19 2003 1233 1239 (Pubitemid 36918259)
40. M. McKeown, T. Jung, S. Makeig, G. Brown, S. Kindermann, T. Lee, and T. Sejnowski Spatially independent activity patterns in functional MRI data during the Stroop color-naming task Proc. Natl. Acad. Sci. U. S. A. 95 1998 803
41. M. McKeown, S. Makeig, G. Brown, T. Jung, S. Kindermann, A. Bell, and T. Sejnowski Analysis of fMRI data by blind separation into independent spatial components Hum. Brain Mapp. 6 1998 160 188 (Pubitemid 28247339)
42. M.J. McKeown, T.P. Jung, S. Makeig, G. Brown, S.S. Kindermann, T.W. Lee, and T.J. Sejnowski Spatially independent activity patterns in functional MRI data during the Stroop color-naming task Proc. Natl. Acad. Sci. 95 1998 803
43. C. Meng, D. Wang, J. Ngeow, L. Lao, M. Peterson, and S. Paget Acupuncture for chronic low back pain in older patients: a randomized, controlled trial Rheumatology 42 2003 1508
44. V. Napadow, R. Dhond, K. Park, J. Kim, N. Makris, K.K. Kwong, R.E. Harris, P.L. Purdon, N. Kettner, and K.K.S. Hui Time-variant fMRI activity in the brainstem and higher structures in response to acupuncture Neuroimage 47 2009 289 301
45. L. Pessoa, S. Kastner, and L.G. Ungerleider Neuroimaging studies of attention: from modulation of sensory processing to top-down control J. Neurosci. 23 2003 3990
46. B. Pomeranz, and D. Chiu Naloxone blockade of acupuncture analgesia: endorphin implicated Life Sci. 19 1976 1757 1762 (Pubitemid 8004353)
47. D. Price, A. Rafii, L. Watkins, and B. Buckingham A psychophysical analysis of acupuncture analgesia Pain 19 1984 27 42 (Pubitemid 14145261)
48. W. Qin, L. Bai, J. Dai, P. Liu, M. Dong, J. Liu, J. Sun, K. Yuan, P. Chen, and B. Zhao The temporal-spatial encoding of acupuncture effects in the brain Mol. Pain 7 2011 19
49. M. Quigley, V. Haughton, J. Carew, D. Cordes, C. Moritz, and M. Meyerand Comparison of independent component analysis and conventional hypothesis-driven analysis for clinical functional MR image processing AJNR Am. J. Neuroradiol. 23 2002 49
50. A. Shiotani, M. Tatewaki, E. Hoshino, and T. Takahashi Acupuncture at different body points has different effects on gastric myoelectrical activity in healthy humans Gastroenterology 124 2003
51. A. Shmuel, and D.A. Leopold Neuronal correlates of spontaneous fluctuations in fMRI signals in monkey visual cortex: implications for functional connectivity at rest Hum. Brain Mapp. 29 2008 751 761 (Pubitemid 351813076)
52. C. Siedentopf, S. Golaszewski, F. Mottaghy, C. Ruff, S. Felber, and A. Schlager Functional magnetic resonance imaging detects activation of the visual association cortex during laser acupuncture of the foot in humans Neurosci. Lett. 327 2002 53 56 (Pubitemid 34722441)
53. M.C. Stevens, K.A. Kiehl, G. Pearlson, and V.D. Calhoun Functional neural circuits for mental timekeeping Hum. Brain Mapp. 28 2007 394 408 (Pubitemid 46717364)
54. G. Stux, and B. Pomeranz Basics of Acupuncture (Vol.) 1997 Springer-Verlag Berlin
55. M. Svensén, F. Kruggel, and H. Benali ICA of fMRI group study data Neuroimage 16 2002 551 563 (Pubitemid 34852421)
56. N. Tzourio-Mazoyer, B. Landeau, D. Papathanassiou, F. Crivello, O. Etard, N. Delcroix, B. Mazoyer, and M. Joliot Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain Neuroimage 15 2002 273 289 (Pubitemid 34852226)
57. Q. Wei, B. Lijun, L.P. Dai Jianping, D. Minghao, L. Jixin, S. Jinbo, Y. Kai, C. Peng, Z. Baixiao, and G. Qiyong The temporal-spatial encoding of acupuncture effects in the brain Mol. Pain 7 2011
58. R.K. Wong, S.Q. Fang, T.L. Lee, and K.Y. Ho S1071 acupuncture therapy improves bloating in functional dyspepsia patients: a randomized controlled trial of sham vs. real acupuncture Gastroenterology 136 2009 (A-182-A-182)
59. S.S. Yoo, E.K. Teh, R.A. Blinder, and F.A. Jolesz Modulation of cerebellar activities by acupuncture stimulation: evidence from fMRI study Neuroimage 22 2004 932 940 (Pubitemid 38759458)
60. A. Zangaladze, C.M. Epstein, S.T. Grafton, and K. Sathian Involvement of visual cortex in tactile discrimination of orientation Nature 401 1999 587 590
61. Y. Zhang, J. Liang, W. Qin, J. Tian, and Y. Liu Comparison of visual cortical activations induced by electro-acupuncture at vision and nonvision-related acupoints Neurosci. Lett. 458 2009 6 10
62. Y. Zhang, W. Qin, P. Liu, J. Tian, J. Liang, K.M. von Deneen, and Y. Liu An fMRI study of acupuncture using independent component analysis Neurosci. Lett. 449 2009 6 9