A closed loop feedback system for automatic detection and inhibition of mechano-nociceptive neural activity

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Volumn 20, Issue 4, 2012, Pages 478-487

  Farajidavar, Aydin ^a   Hagains, Christopher E ^b   Peng, Yuan B ^b   Chiao, J C ^c  

^a NEW YORK INSTITUTE OF TECHNOLOGY   (United States)

^b UNIVERSITY OF TEXAS AT ARLINGTON   (United States)

^c University of Texas at Arlington   (United States)

Author keywords

Closed loop neural stimulation; deep brain stimulation; nociception

Indexed keywords

ACTION POTENTIALS; AUTOMATIC DETECTION; AUTOMATIC RECOGNITION; CLINICAL STUDY; CLOSED-LOOP FEEDBACK; CLOSED-LOOP FEEDBACK SYSTEM; DEEP BRAIN STIMULATION; ELECTRICAL STIMULATIONS; INTER-SPIKE INTERVAL; MECHANICAL STIMULUS; NEURAL ACTIVITY; NEURAL STIMULATIONS; NEURONAL ACTIVITIES; NEURONAL RESPONSE; NEUROSTIMULATION; NEUROSTIMULATORS; NOCICEPTION; OPEN LOOPS; SPINAL CORDS;

ELECTROPHYSIOLOGY; SIGNAL PROCESSING; SURGERY;

NEURONS;

ACTION POTENTIAL; ANIMAL; ARTICLE; COMPUTER ASSISTED THERAPY; ELECTROSTIMULATION THERAPY; EQUIPMENT DESIGN; EQUIPMENT FAILURE ANALYSIS; INSTRUMENTATION; MALE; METHODOLOGY; NOCICEPTIVE PAIN; PATHOPHYSIOLOGY; PHYSIOLOGY; PROSTHESES AND ORTHOSES; PSYCHOPHYSIOLOGY; RAT; SPINAL CORD; SPRAGUE DAWLEY RAT; TELEMETRY; TOUCH;

ACTION POTENTIALS; ANIMALS; BIOFEEDBACK, PSYCHOLOGY; ELECTRIC STIMULATION THERAPY; EQUIPMENT DESIGN; EQUIPMENT FAILURE ANALYSIS; MALE; NOCICEPTIVE PAIN; PROSTHESES AND IMPLANTS; RATS; RATS, SPRAGUE-DAWLEY; SPINAL CORD; TELEMETRY; THERAPY, COMPUTER-ASSISTED; TOUCH;

EID: 84863768685     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2012.2197220     Document Type: Article

References (41)

1. F. M. Blyth, G. J. Macfarlane, and M. K. Nicholas, "The contribution of psychosocial factors to the development of chronic pain: The key to better outcomes for patients?," Pain, vol. 129, no. 1-2, pp. 8-11, May 2007. (Pubitemid 46551390)
2. F. M. Blyth, "Chronic pain-Is it a public health problem?," Pain, vol. 137, no. 3, pp. 465-466, May 2008.
3. K. P. Jordan, E. Thomas, G. Peat, R. Wilkie, and P. Croft, "Social risks for disabling pain in older people: A prospective study of individual and area characteristics," Pain, vol. 137, no. 3, pp. 652-661, Jul. 2008.
4. Medical data international, market and technology reports, U. S. markets for pain management products Rep. RP-821922, 1999.
5. R. Melzack, "The Mcgill pain questionnaire: Major properties and scoring methods," Pain, vol. 1, no. 3, pp. 277-299, Sep. 1975.
6. D. D. Price, P. A. McGrath, A. Rafii, and B. Buckingham, "The validation of visual analogue scales as ratio scale measures for chronic and experimental pain," Pain, vol. 17, no. 1, pp. 45-56, Sep. 1983. (Pubitemid 13004473)
7. S. Laureys, F. Pellas, P. Van Eeckhout, S. Ghorbel, C. Schnakers, F. Perrin, J. Berré,M. E. Faymonville, K. H. Pantke, F. Damas, M. Lamy, G. Moonen, and S. Goldman, "The locked-in syndrome: What is it like to be conscious but paralyzed and voiceless?," Prog. Brain Res., vol. 150, pp. 495-511, 2005. (Pubitemid 41381572)
8. C. L. Price, R. H. Curless, and H. Rodgers, "Can stroke patients use visual analogue scales?," Stroke, vol. 30, no. 7, pp. 1357-1361, Jul. 1999. (Pubitemid 29296061)
9. B. J. Shields, D. M. Cohen, C. Harbeck-Weber, J. D. Powers, and G. A. Smith, "Pediatric pain measurement using a visual analogue scale: a comparison of two teaching methods," Clin. Pediatr. (Phila), vol. 42, no. 3, pp. 227-234, Apr. 2003. (Pubitemid 36443752)
10. A. C. Chen, "New perspectives in EEG/MEG brain mapping and PET/fMRI neuroimaging of human pain," Int. J. Psychophysiol., vol. 42, no. 2, pp. 147-159, Oct. 2001. (Pubitemid 32928381)
11. C. Christmann, C. Koeppe, D. F. Braus, M. Ruf, and H. Flor, "A simultaneous EEG-fMRI study of painful electric stimulation," Neuroimage, vol. 34, no. 4, pp. 1428-1437, Feb. 2007. (Pubitemid 46187081)
12. Y. B. Peng, Q. Lin, and W. D. Willis, "Effects of GABA and glycine receptor antagonists on the activity and PAG-induced inhibition of rat dorsal horn neurons," Brain Res., vol. 736, no. 1-2, pp. 189-201, Oct. 1996a. (Pubitemid 26356476)
13. D. D. Price, "Central neural mechanisms that interrelate sensory and affective dimensions of pain," Mol. Interv., vol. 2, no. 6, pp. 392-403, Oct. 2002.
14. J. Y. Chang, "Brain stimulation for neurological and psychiatric disorders, current status and future direction," J. Pharmacol. Exp. Ther., vol. 309, no. 1, pp. 1-7, Apr. 2004.
15. M. L. Kringelbach, N. Jenkinson, S. L. Owen, and T. Z. Aziz, "Translational principles of deep brain stimulation," Nat. Rev. Neurosci., vol. 8, no. 8, pp. 623-635, Aug. 2007. (Pubitemid 47093935)
16. K. D. Gerhart, R. P. Yezierski, T. K. Wilcox, andW. D. Willis, "Inhibition of primate spinothalamic tract neurons by stimulation in periaqueductal gray or adjacentmidbrain reticular formation," J. Neurophysiol., vol. 51, no. 3, pp. 450-466, Mar. 1984. (Pubitemid 14169760)
17. J. Gybels, "Thalamic stimulation in neuropathic pain: 27 years later," Acta Neurol. Belg., vol. 101, no. 1, pp. 65-71, Mar. 2001. (Pubitemid 33703311)
18. S. Marchand, R. C. Kupers,M. C. Bushnell, and G. H. Duncan, "Analgesic and placebo effects of thalamic stimulation," Pain, vol. 105, no. 3, pp. 481-488, Oct. 2003. (Pubitemid 37186909)
19. M. J. Millan, "Descending control of pain," Prog. Neurobiol., vol. 66, no. 6, pp. 355-474, Apr. 2002. (Pubitemid 34606906)
20. D. M. Hermann, P. H. Luppi, C. Peyron, P. Hinckel, and M. Jouvet, "Afferent projections to the rat nuclei raphemagnus, raphe pallidus and reticularis gigantocellularis pars alpha demonstrated by iontophoretic application of choleratoxin (subunit b)," J. Chem. Neuroanat., vol. 13, no. 1, pp. 1-21, Jun. 1997. (Pubitemid 27358987)
21. J. Sandkühler and G. F. Gebhart, "Relative contributions of the nucleus raphe magnus and adjacent medullary reticular formation to the inhibition by stimulation in the periaqueductal gray of a spinal nociceptive reflex in the pentobarbital-anesthetized rat," Brain Res., vol. 305, no. 1, pp. 77-87, Jul. 1984. (Pubitemid 14117846)
22. N. C. Coimbra and M. L. Brandao, "Effects of 5-HT2 receptors blockade on fear-induced analgesia elicited by electrical stimulation of the deep layers of the superior colliculus and dorsal periaqueductal gray," Behav. Brain Res., vol. 87, no. 1, pp. 97-103, Aug. 1997. (Pubitemid 27421552)
23. E. P. Mensah-Brown and L. J. Garey, "The superior colliculus of the camel: A neuronal-specific nuclear protein (NeuN) and neuropeptide study," J. Anat., vol. 208, no. 2, pp. 239-250, Feb. 2006. (Pubitemid 43362018)
24. T. Ativanichayaphong, J. W. He, C. E. Hagains, Y. B. Peng, and J.-C. Chiao, "A combined wireless neural stimulating and recording system for study of pain processing," J. Neurosci.Methods, vol. 170, no. 1, pp. 25-34, Jan. 2008.
25. S. Sandrine, C. Guillaume, G. Sadok, D. Antoine, G. Regis, and D. Olivier, "Closed-loop control of seizures in a rat model of absence epilepsy using the BioMEA system," in Proc. IEEE 4th Neural Eng. Conf., Apr. 2009, pp. 693-696.
26. R. Terry, "Vagus nerve stimulation: a proven therapy for treatment of epilepsy strives to improve efficacy and expand applications," in Proc. IEEE 31st Eng. Med. Biol. Conf., Aug. 2009, pp. 4631-4634.
27. S. Breit, J. B. Schulz, and A. L. Benabid, "Deep brain stimulation," Cell Tissue Res., vol. 318, no. 1, pp. 275-288, Oct. 2004. (Pubitemid 39362645)
28. E. R. Kandel, J. H. Schwartz, and T. M. Jessell, Principles of Neural Science, 4th ed. New York: McGraw-Hill, 2000.
29. I. Obeid and P. D. Wolf, "Evaluation of spike-detection algorithms for a brain-machine interface application," IEEE Trans. Biomed. Eng., vol. 51, no. 6, pp. 905-911, Jun. 2004. (Pubitemid 38661441)
30. B. C. Wheeler, "Automatic discrimination of single units," in Methods for Neural Ensemble Recordings, N. Mal, Ed. Boca Raton, FL: CRC, 1999, pp. 61-77.
31. S. Panzeri, R. S. Petersen, S. R. Schultz, M. Lebedev, and M. E. Diamond, "The role of spike timing in the coding of stimulus location in rat somatosensory cortex," Neuron, vol. 29, no. 3, pp. 769-777, Mar. 2001. (Pubitemid 32323949)
32. C. Weidner, M. Schmelz, R. Schmidt, B. Hammarberg, K. Orstavik, M. Hilliges, H. E. Torebjörk, and H. O. Handwerker, "Neural signal processing: The underestimated contribution of peripheral human C-fibers," J. Neurosci., vol. 22, no. 15, pp. 6704-6712, Aug. 2002. (Pubitemid 35386426)
33. A. Farajidavar, C. E. Hagains, Y. B. Peng, K. Behbehani, and J. C. Chiao, "Recognition and inhibition of dorsal horn nociceptive signals within a closed-loop system," in Proc. IEEE 32nd Eng. Med. Biol. Conf., Aug. 2010, pp. 1535-1538.
34. A. M. Kuncel and W. M. Grill, "Selection of stimulus parameters for deep brain stimulation," Clin. Neurophysiol., vol. 115, no. 11, pp. 2431-2441, Nov. 2004. (Pubitemid 39304135)
35. M. Zimmermann, "Ethical guidelines for investigations of experimental pain in conscious animals," Pain, vol. 16, no. 2, pp. 109-110, Jun. 1983. (Pubitemid 13058546)
36. L. M. Mendell, "Physiological properties of unmyelinated fiber projection to the spinal cord," Exp. Neurol., vol. 16, no. 3, pp. 316-332, Nov. 1966.
37. A. J. Beitz, Periaqueductal Gray,G. Paxinos, Ed., 2nd ed. San Diego, CA: Academic, 1995, ch. 10, pp. 173-182.
38. A. K. Senapati, P. J. Huntington, and Y. B. Peng, "Spinal dorsal horn neuron response to mechanical stimuli is decreased by electrical stimulation of the primary motor cortex," Brain Res., vol. 1036, no. 1-2, pp. 173-179, Mar. 2005. (Pubitemid 40255856)
39. M. M. Behbehani, "Functional characteristics of the midbrain periaqueductal gray," Prog. Neurobiol., vol. 46, no. 6, pp. 575-605, Aug. 1995.
40. Y. B. Peng, Q. Lin, and W. D. Willis, "Involvement of alpha-2 adrenoceptors in the periaqueductal gray-induced inhibition of dorsal horn cell activity in rats," J. Pharmacol. Exp. Ther., vol. 278, no. 1, pp. 125-35, Jul. 1996b. (Pubitemid 27167087)
41. S. L. Owen, J. Heath,M. Kringelbach, A. L. Green, E. A. Pereira, N. Jenkinson, T. Jegan, J. F. Stein, and T. Z. Aziz, "Pre-operative DTI and probabilistic tractography in four patients with deep brain stimulation for chronic pain," J. Clin. Neurosci., vol. 15, no. 7, pp. 801-805, Jul. 2008.