The hybrid GLM-ICA investigation on the neural mechanism of acupoint ST36: An fMRI study

Neuroscience Letters

Volumn 479, Issue 3, 2010, Pages 267-271

  Liu, Peng ^a   Zhou, Guangyu ^a   Zhang, Yi ^a   Dong, Minghao ^a   Qin, Wei ^a   Yuan, Kai ^a   Sun, Jinbo ^a   Liu, Jixin ^a   Liang, Jimin ^a   von Deneen, Karen M ^a   Liu, Yijun ^c   Tian, Jie ^a,b  

^a XIDIAN UNIVERSITY   (China)

^b INSTITUTE OF AUTOMATION   (China)

^c UNIVERSITY OF FLORIDA   (United States)

Author keywords

Acupuncture; FMRI; GLM; ICA

Indexed keywords

ACUPUNCTURE; ADULT; ANALGESIC ACTIVITY; ARTICLE; BRAIN CORTEX; BRAIN FUNCTION; CINGULATE GYRUS; CLINICAL EFFECTIVENESS; CONTROLLED STUDY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; INDEPENDENT COMPONENT ANALYSIS; MALE; MESENCEPHALON; MOTOR CORTEX; NORMAL HUMAN; OCCIPITAL CORTEX; PREFRONTAL CORTEX; PRIORITY JOURNAL; SHAM PROCEDURE; SOMATOSENSORY CORTEX; STATISTICAL ANALYSIS; STIMULUS RESPONSE; ANATOMY AND HISTOLOGY; BRAIN; BRAIN MAPPING; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; STATISTICAL MODEL;

ACUPUNCTURE THERAPY; ADULT; BRAIN; BRAIN MAPPING; FEMALE; HUMANS; LINEAR MODELS; MAGNETIC RESONANCE IMAGING; MALE;

EID: 77954143118     PISSN: 03043940     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neulet.2010.05.077     Document Type: Article

References (33)

1. Calhoun V.D., Adali T., Pearlson G.D., Pekar J.J. A method for making group inferences from functional MRI data using independent component analysis. Human Brain Mapping 2001, 14:140-151.
2. Calhoun V.D., Adali T., Pearlson G.D., Pekar J.J. Spatial and temporal independent component analysis of functional MRI data containing a pair of task-related waveforms. Human Brain Mapping 2001, 13:43-53.
3. Calhoun V.D., Pekar J.J., McGinty V.B., Adali T., Watson T.D., Pearlson G.D. Different activation dynamics in multiple neural systems during simulated driving. Human Brain Mapping 2002, 16:158-167.
4. Chikama M., McFarland N., Amaral D., Haber S. Insular cortical projections to functional regions of the striatum correlate with cortical cytoarchitectonic organization in the primate. Journal of Neuroscience 1997, 17:9686-9705.
5. Cho Z.H., Chung S.C., Jones J.P., Park J.B., Park H.J., Lee H.J., Wong E.K., Min B.I. New findings of the correlation between acupoints and corresponding brain cortices using functional MRI. Proceeding of the National Academy of Sciences of the United States of America 1998, 95:2670-2673.
6. Chudler E. Response properties of neurons in the caudate-putamen and globus pallidus to noxious and non-noxious thermal stimulation in anesthetized rats. Brain Research 1998, 812:283-288.
7. Chudler E., Dong W. The role of the basal ganglia in nociception and pain. Pain 1995, 60:3-38.
8. Coghill R., Sang C., Maisog J., Iadarola M. Pain intensity processing within the human brain: a bilateral, distributed mechanism. Journal of Neurophysiology 1999, 82:1934-1943.
9. Diehl D.L., Kaplan G., Coulter I., Glik D., Hurwitz E.L. Use of acupuncture by American physicians. The Journal of Alternative and Complementary Medicine 1997, 3:119-126.
10. Hui K.K., Liu J., Makris N., Gollub R.L., Chen A.J.W., Moore C.I., Kennedy D.N., Rosen B.R., Kwong K.K. Acupuncture modulates the limbic system and subcortical gray structures of the human brain: evidence from fMRI studies in normal subjects. Human Brain Mapping 2000, 9:13-25.
11. Hui K.K., Liu J., Marina O., Napadow V., Haselgrove C., Kwong K.K., Kennedy D.N., Makris N. The integrated response of the human cerebro-cerebellar and limbic systems to acupuncture stimulation at ST36 as evidenced by fMRI. Neuroimage 2005, 27:479-496.
12. Kong J., Kaptchuk T.J., Webb J.M., Kong J.T., Sasaki Y., Polich G.R., Vangel M.G., Kwong K., Rosen B., Gollub R.L. Functional neuroanatomical investigation of vision-related acupuncture point specificity-a multisession fMRI study. Human Brain Mapping 2007, 30:38-46.
13. Li G., Cheung R.T.F., Ma Q.Y., Yang E.S. Visual cortical activations on fMRI upon stimulation of the vision-implicated acupoints. NeuroReport 2003, 14:669-673.
14. Li G., Liu H.L., Cheung R.T.F., Hung Y.C., Wong K.K.K., Shen G.G.X., Ma Q.Y., Yang E.S. An fMRI study comparing brain activation between word generation and electrical stimulation of language-implicated acupoints. Human Brain Mapping 2003, 18:233-238.
15. Li Y., Tougas G., Chiverton S.G., Hunt R.H. The effect of acupuncture on gastrointestinal function and disorders. The American Journal of Gastroenterology 1992, 87:1372-1381.
16. Lieberman M., Jarcho J., Berman S., Naliboff B., Suyenobu B., Mandelkern M., Mayer E. The neural correlates of placebo effects: a disruption account. Neuroimage 2004, 22:447-455.
17. Liu P., Qin W., Zhang Y., Tian J., Bai L., Zhou G., Liu J., Chen P., Dai J., von Deneen K. Combining spatial and temporal information to explore function-guide action of acupuncture using fMRI. Journal of Magnetic Resonance Imaging 2009, 30:41-46.
18. Liu P., Zhang Y., Zhou G., Yuan K., Qin W., Zhuo L., Liang J., Chen P., Dai J., Liu Y. Partial correlation investigation on the default mode network involved in acupuncture: an fMRI study. Neuroscience Letters 2009, 462:183-187.
19. McKeown M., Jung T., Makeig S., Brown G., Kindermann S., Lee T., Sejnowski T. Spatially independent activity patterns in functional MRI data during the Stroop color-naming task. Proceeding of the National Academy of Sciences of the United States of America 1998, 95:803-810.
20. Ng D.K., Chow P., Ming S., Hong S., Lau S., Tse D., Kwong W.K., Wong M., Wong W.H., Fu Y. A double blind randomized placebo-controlled trial of acupuncture for the treatment of childhood persistent allergic rhinitis. Pediatrics 2004, 114:1242-1247.
21. Pastor M., Macaluso E., Day B., Frackowiak R. Putaminal activity is related to perceptual certainty. Neuroimage 2008, 41:123-129.
22. Petrovic P., Ingvar M. Imaging cognitive modulation of pain processing. Pain 2002, 95:1-5.
23. Petrovic P., Kalso E., Petersson K., Ingvar M. Placebo and opioid analgesia-imaging a shared neuronal network. Science 2002, 295:1737-1740.
24. Price D. Psychological and neural mechanisms of the affective dimension of pain. Science 2000, 288:1769-1772.
25. Price D.D., Rafii A., Watkins L.R., Buckingham B. A psychophysical analysis of acupuncture analgesia. Pain 1984, 19:27-42.
26. Qin W., Tian J., Bai L., Pan X., Yang L., Chen P., Dai J., Ai L., Zhao B., Gong Q. FMRI connectivity analysis of acupuncture effects on an amygdala-associated brain network. Molecular Pain 2008, 4:55.
27. Rainville P., Duncan G., Price D., Carrier B., Bushnell M. Pain affect encoded in human anterior cingulate but not somatosensory cortex. Science 1997, 277:968-971.
28. Salomons T., Johnstone T., Backonja M., Shackman A., Davidson R. Individual differences in the effects of perceived controllability on pain perception: critical role of the prefrontal cortex. Journal of Cognitive Neuroscience 2007, 19:993-1003.
29. Sridharan D., Levitin D., Menon V. A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks. Proceeding of the National Academy of Sciences of the United States of America 2008, 105:12569-12573.
30. Strafella A., Paus T., Barrett J., Dagher A. Repetitive transcranial magnetic stimulation of the human prefrontal cortex induces dopamine release in the caudate nucleus. Journal of Neuroscience 2001, 21:1-4. (RC157).
31. Tracey I. Nociceptive processing in the human brain. Current Opinion in Neurobiology 2005, 15:478-487.
32. Tsui P., Leung M. Comparison of the effectiveness between manual acupuncture and electro-acupuncture on patients with tennis elbow. Acupuncture & Electro-Therapeutics Research 2002, 27:107-117.
33. Wager T. The neural bases of placebo effects in pain. Current Directions in Psychological Science 2005, 14:175-179.