Evaluation of group homogeneity during acupuncture stimulation in fMRI studies

Journal of Magnetic Resonance Imaging

Volumn 32, Issue 2, 2010, Pages 298-305

  Sun, Jinbo ^a   Qin, Wei ^a   Dong, Minghao ^a   Yuan, Kai ^a   Liu, Jixin ^a   Liu, Peng ^a   Zhang, Yi ^a   Von Deneen, Karen M ^c   Tian, Jie ^a,b  

^a XIDIAN UNIVERSITY   (China)

^b INSTITUTE OF AUTOMATION   (China)

^c UNIVERSITY OF FLORIDA   (United States)

Author keywords

Acupuncture; Homogeneity; Individual difference; MDS; Mean distances; Outlier

Indexed keywords

ACUPUNCTURE; ADULT; ANALGESIA; ARTICLE; COLLEGE STUDENT; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; MALE; NEEDLE; NEUROIMAGING; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; NUCLEAR MAGNETIC RESONANCE SCANNER; PRIORITY JOURNAL; STATISTICAL MODEL; VISUAL ANALOG SCALE;

ACUPUNCTURE; ACUPUNCTURE POINTS; ACUPUNCTURE THERAPY; ADULT; BRAIN; BRAIN MAPPING; COMPUTER SIMULATION; FEMALE; HUMANS; LINEAR MODELS; MAGNETIC RESONANCE IMAGING; MALE; MODELS, STATISTICAL; PHOTIC STIMULATION;

EID: 77955378364     PISSN: 10531807     EISSN: 15222586     Source Type: Journal    
DOI: 10.1002/jmri.22238     Document Type: Article

References (39)

1. Bai L, Qin W, Tian J, et al. Acupuncture modulates spontaneous activities in the anticorrelated resting brain networks. Brain Res 2009a;1279:37-49.
2. Bai L, Qin W, Tian J, et al. Time-varied characteristics of acupuncture effects in fMRI studies. Hum Brain Mapp 2009b;30: 3445-3460.
3. Qin W, Tian J, Bai L, et al. FMRI connectivity analysis of acupuncture effects on an amygdala-associated brain network. Mol Pain 2008;4:55-71.
4. Hui KKS, Liu J, Marina O, et al. The integrated response of the human cerebro-cerebellar and limbic systems to acupuncture stimulation at ST 36 as evidenced by fMRI. Neuroimage 2005;27: 479-496.
5. Li G, Huang L, Cheung RTF, Liu SR, Ma QY, Yang ES. Cortical activations upon stimulation of the sensorimotor-implicated acupoints. Magn Reson Imaging 2004;22:639-644.
6. Kong J, Kaptchuk TJ, Webb JM, et al. Functional neuroanatomical investigation of vision-related acupuncture point specificity-a multisession fMRI study. Hum Brain Mapp 2009;30:38-46.
7. Wu MT, Sheen JM, Chuang KH, et al. Neuronal specificity of acupuncture response: a fMRI study with electroacupuncture. Neuroimage 2002;16:1028-1037.
8. Napadow V, Makris N, Liu J, Kettner NW, Kwong KK, Hui KKS. Effects of electroacupuncture versus manual acupuncture on the human brain as measured by fMRI. Hum Brain Mapp 2005;24: 193-205. (Pubitemid 40327846)
9. Penny WD, Holmes A. Random effects analysis. In: Frackowiak RSJ, Friston KJ, Frith CD, et al, editors. Human Brain Function II. Oxford: Elsevier; 2003.
10. Aron AR, Gluck MA, Poldrack RA. Long-term test-retest reliability of functional MRI in a classification learning task. Neuroimage 2006;29:1000-1006.
11. Havel P, Braun B, Rau S, et al. Reproducibility of activation in four motor paradigms. J Neurol 2006;253:471-476.
12. Marshall I, Simonotto E, Deary IJ, et al. Repeatability of motor and working-memory tasks in healthy older volunteers: assessment at functional MR imaging. Radiology 2004;233:868-877.
13. Wagner K, Frings L, Quiske A, et al. The reliability of fMRI activations in the medial temporal lobes in a verbal episodic memory task. Neuroimage 2005;28:122-131.
14. Yoo SS, Wei X, Dickey CC, Guttmann CRG, Panych LP. Longterm reproducibility analysis of fMRI using hand motor task. Int J Neurosci 2005;115:55-77. (Pubitemid 40065759)
15. Liu JZ, Zhang L, Brown RW, Yue GH. Reproducibility of fMRI at 1.5 T in a strictly controlled motor task. Magn Reson Med 2004; 52:751-760.
16. Smith SM, Beckmann CF, Ramnani N, et al. Variability in fMRI: a re-examination of inter-session differences. Hum Brain Mapp 2005;24:248-257.
17. Kong J, Gollub RL, Webb JM, Kong JT, Vangel MG, Kwong K. Test-retest study of fMRI signal change evoked by electroacupuncture stimulation. Neuroimage 2007;34:1171-1181. (Pubitemid 46394482)
18. Cho ZH, Hong IK, Kang CK, et al. Acupuncture-stimulated auditory-cortical activation observed by fMRI: a case of acupoint SJ5 stimulation. Proc Int Soc Mag Reson Med 2000;8:327.
19. Hui KKS, Liu J, Makris N, et al. Acupuncture modulates the limbic system and subcortical gray structures of the human brain: evidence from fMRI studies in normal subjects. Hum Brain Mapp 2000;9:13-25.
20. Li G, Cheung RTF, Ma QY, Yang ES. Visual cortical activations on fMRI upon stimulation of the vision-implicated acupoints. Neuroreport 2003;14:669-674. (Pubitemid 36570919)
21. Li G, Liu HL, Cheung RTF, et al. An fMRI study comparing brain activation between word generation and electrical stimulation of language-implicated acupoints. Hum Brain Mapp 2003;18: 233-238.
22. Seghier ML, Lazeyras F, Pegna AJ, Annoni JM, Khateb A. Group analysis and the subject factor in functional magnetic resonance imaging: analysis of fifty right-handed healthy subjects in a semantic language task. Hum Brain Mapp 2008;29:461-477. (Pubitemid 351522139)
23. Friston KJ, Holmes AP, Price CJ, Büchel C, Worsley KJ. Multi-subject fMRI studies and conjunction analyses. Neuroimage 1999;10:385-396. (Pubitemid 29472824)
24. Petersson KM. Statistical limitations in functional neuroimaging II. Signal detection and statistical inference. Philos Trans R Soc Lond B Biol Sci 1999;354:1261-1281.
25. Brammer MJ, Bullmore ET, Simmons A, et al. Generic brain activation mapping in functional magnetic resonance imaging: a nonparametric approach. Magn Reson Imaging 1997;15:763-770. (Pubitemid 27398247)
26. Kherif F, Poline JB, Mériaux S, Benali H, Flandin G, Brett M. Group analysis in functional neuroimaging: selecting subjects using similarity measures. Neuroimage 2003;20:2197-2208. (Pubitemid 37543633)
27. Beijing S. Nanjing Colleges of Traditional Chinese Medicine. Essentials of Chinese Acupuncture. Beijing, Foreign Language Press; 1980.
28. Kong J, Gollub R, Huang T, et al. Acupuncture de qi, from qualitative history to quantitative measurement. J Altern Complement Med 2007;13:1059-1070.
29. Cook RD, Weisberg S. Residuals and influence in regression. New York: Chapman and Hall; 1982.
30. Xue K, Lu X. Essentials of Chinese Acupuncture. Beijing: Foreign Languages Press; 1993.
31. Yang JS, Cao YM. Aupuncture point. Shanghai: Shanghai Science and Technology Press; 1987. 181 p.
32. Hsieh JC, Tu CH, Chen FP, et al. Activation of the hypothalamus characterizes the acupuncture stimulation at the analgesic point in human: a positron emission tomography study. Neurosci Lett 2001;307:105-108.
33. Pariente J, White P, Frackowiak RSJ, Lewith G. Expectancy and belief modulate the neuronal substrates of pain treated by acupuncture. Neuroimage 2005;25:1161-1167. (Pubitemid 40591656)
34. Zhang WT, Jin Z, Cui GH, et al. Relations between brain network activation and analgesic effect induced by low vs. high frequency electrical acupoint stimulation in different subjects: a functional magnetic resonance imaging study. Brain Res 2003;982: 168-178. (Pubitemid 37281414)
35. Nagai M, Kishi K, Kato S. Insular cortex and neuropsychiatric disorders: A review of recent literature. Eur Psychiatry 2007;22: 387-394. (Pubitemid 47391217)
36. Shelley BP, Trimble MR. The insular Lobe of Reil-its Anatamico- Functional, behavioural and Neuropsychiatric attributes in humans-a review. World J Biol Psychiatry 2004;5:176-200.
37. Davis KD, Kwan CL, Crawley AP, Mikulis DJ. Functional MRI study of thalamic and cortical activations evoked by cutaneous heat, cold, and tactile stimuli. J Neurophysiol 1998;80: 1533-1546.
38. Biella G, Sotgiu ML, Pellegata G, Paulesu E, Castiglioni I, Fazio F. Acupuncture produces central activations in pain regions. Neuroimage 2001;14:60-66. (Pubitemid 32552743)
39. Ingvar M, Hsieh J. The image of pain. In: Wall PD, Melazck R, editors. Textbook of Pain. Churchill, London; 1999. pp. 215-234.