Automated single-trial measurement of amplitude and latency of laser-evoked potentials (LEPs) using multiple linear regression

Clinical Neurophysiology

Volumn 117, Issue 6, 2006, Pages 1331-1344

  Mayhew, S D ^a   Iannetti, G D ^a,b   Woolrich, M W ^a   Wise, R G ^a,b  

^a JOHN RADCLIFFE HOSPITAL   (United Kingdom)

^b UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

Automated measurement; EEG; Laser evoked potentials (LEPs); Nociceptive system; Pain; Single trial analysis

Indexed keywords

ADULT; AMPLITUDE MODULATION; ARTICLE; AUTOMATION; CLINICAL PRACTICE; CORRELATION ANALYSIS; EVOKED RESPONSE; FEMALE; HAND; HUMAN; LATENT PERIOD; MALE; MEASUREMENT; MULTIPLE LINEAR REGRESSION ANALYSIS; NORMAL HUMAN; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; SENSORY SYSTEM; SIGNAL NOISE RATIO; WAVEFORM;

ADULT; ALGORITHMS; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS, SOMATOSENSORY; FEMALE; HUMANS; LASERS; LINEAR MODELS; MALE; MODELS, NEUROLOGICAL; NOCICEPTORS; PAIN THRESHOLD; REACTION TIME; REPRODUCIBILITY OF RESULTS;

EID: 33744769073     PISSN: 13882457     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.clinph.2006.02.017     Document Type: Article

References (59)

1. Arendt-Nielsen L. First pain event related potentials to argon laser stimuli: recording and quantification. J Neurol Neurosurg Psychiatry 5 (1990) 398-404
2. Arendt-Nielsen L. Characterisitics, detection, and modulation of laser-evoked potentials. Acta Anaesthesiol Scand Suppl 101 (1994) 7-44
3. Bartnik E.A., Blinowska K.J., and Durka P.J. Single evoked potential reconstruction by means of wavelet transform. Biol Cybern 67 (1992) 175-181
4. Beagley H.A., and Knight J.J. Changes in auditory evoked response with intensity. J Laryngol Otol 81 (1967) 861-873
5. Bell A., and Sejnowski T. An information-maximization approach to blind signal separation and blind deconvolution. Neural Comput 7 (1995) 1129-1159
6. Beydoun A., Morrow T.J., Shen J.F., and Casey K.L. Variability of laser-evoked potentials: attention, arousal and lateralized differences. Electroencephalogr Clin Neurophysiol 3 (1993) 172-181
7. Beydoun A., Morrow T.J., and Casey K.L. Pain-related laser-evoked potentials in awake monkeys: identification of components, behavioural correlates and drug effects. Pain 72 (1997) 319-324
8. Bradley A.P., and Wilson W.J. On wavelet analysis of auditory evoked potentials. Clin Neurophysiol 115 (2004) 1114-1128
9. Bromm B., and Chen A.C. Brain electrical source analysis of laser evoked potentials in response to painful trigeminal nerve stimulation. Electroencephalogr Clin Neurophysiol 1 (1995) 14-26
10. 2 laser radiant heat pulses activate C nociceptors in man. Pflugers Arch 399 (1983) 155-156
11. Bromm B., and Treede R.D. Laser-evoked cerebral potentials in the assessment of cutaneous pain sensitivity in normal subjects and patients. Rev Neurol (Paris) 10 (1991) 625-643
12. Carmon A., Mor J., and Goldberg J. Evoked cerebral responses to noxious thermal stimuli in humans. Exp Brain Res 25 (1976) 103-107
13. Cruccu G., Pennisi E., Truini A., Iannetti G.D., Romaniello A., Le Para D., De Armas L., Leandri M., Manfredi M., and Valeriani M. Unmyelinated trigeminal pathways as assessed by laser stimulation in humans. Brain 126 (2003) 2246-2256
14. Cruccu G., Anand P., Attal N., Garcia-Larrea L., Haanpaa M., Jorum E., Serra J., and Jensen T.S. EFNS guidelines on neuropathic pain assessment. Eur J Neurol 11 (2004) 153-162
15. Dawson G.D. A summation technique for detecting small signals in a large irregular background. J Neurophysiol 115 (1951) 2-3
16. Dawson G.D. A summation technique for the detection of small evoked potentials. Electroencephalogr Clin Neurophysiol 6 (1954) 65-84
17. Delorme A., and Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods 131 (2004) 9-21
18. Demiralp T., Ademoglu A., Schurmann M., Basar-Eroglu C., and Basar E. Detection of P300 waves in single trials by the wavelet transform. Brain Lang 66 (1999) 108-128
19. Desmedt J.E., and Robertson D. Differential enhancement of early and late components of the cerebral somatosensory evoked potentials during forced-paced cognitive tasks in man. J Physiol 271 (1977) 761-782
20. Friston K.J., Fletcher P., Josephs O., Holmes A., Rugg M.D., and Turner R. Event-related fMRI: characterizing differential responses. Neuroimage 7 (1998) 30-40
21. Garcia-Larrea L., Lukaszewicz A.C., and Mauguiere F. Somatosensory responses during selective spatial attention: the N120-to-N140 transition. Psychophysiology 32 (1995) 526-537
22. Giard M.H., Perrin F., Echallier J.F., Thevanet M., Froment J.C., and Pernier J. Dissociation of temporal and frontal components in the human auditory N1 wave: a scalp current density and dipole model analysis. Electroencephalogr Clin Neurophysiol 92 (1994) 238-252
23. Glaser E.M., and Ruchkin D.S. Principles of neurobiological signal analysis (1976), Academic Press, New York
24. Haig A.R., Gordon E., Rogers G., and Anderson J. Classification of single-trial ERP sub-types: application of globally optimal vector quantization using simulated annealing. Electroencephalogr Clin Neurophysiol 94 (1995) 288-297
25. Hari R., Aittoniemi K., Jarvinen M.L., Katila T., and Varpula T. Auditory evoked transient and sustained magnetic fields of the human brain. Localisation of neural generators. Exp Brain Res 40 (1980) 237-240
26. Hillyard S.A., Hink R.F., Schwent V.L., and Picton T.W. Electrical signs of selective attention in the human brain. Science 182 (1973) 177-180
27. Iannetti G.D., Truini A., Galeotti F., Romaniello A., Manfredi M., and Cruccu G. Usefulness of dorsal laser evoked potentials in patients with spinal-cord damage: report of two-cases. J Neurol Neurosurg Psychiatry 71 6 (2001) 792-794
28. Iannetti G.D., Truini A., Romaniello A., Galeotti F., Rizzo C., Manfredi M., and Cruccu G. Evidence of a specific spinal pathway for the sense of warmth in humans. J Neurophysiol 89 (2003) 562-570
29. Iannetti G.D., Leandri M., Truini A., Zambreanu L., Cruccu G., and Tracey I. A nociceptor response to laser stimuli: selective effect of stimulus duration on skin temperature, brain potentials and pain perception. Clin Neurophysiol 115 (2004) 2629-2637
30. Iannetti G.D., Zambreanu L., Cruccu G., and Tracey I. Operculoinsular cortex encodes pain intensity at the earliest stages of cortical processing: a study with laser evoked potentials in humans. Neuroscience 131 (2005) 199-208
31. Iannetti G.D., Niazy R.K.N., Wise R.G., Jezzard P., Brooks J.C.W., Zambreanu L., Matthews P.M., and Tracey I. Simultaneous recording of laser-evoked brain potentials and continuous, high-field functional magnetic resonance imaging in humans. Neuroimage 28 3 (2005) 708-719
32. Jaskowski P., and Verleger R. Amplitude and latencies of single trial ERP's estimated by a maximum-likelihood method. IEEE Trans Biomed Eng 46 8 (1999) 987-993
33. Jung T.P., Makeig S., Westerfield M., Townsend J., Courchesne E., and Sejnowski T.J. Analysis and visualisation of single-trial event-related potentials. Hum Brain Mapp 14 (2001) 166-183
34. 2 laser stimulation in man. Electroencephalogr Clin Neurophysiol 74 (1989) 139-146
35. Lange D.H., Pratt H., and Inbar G.F. Modelling and estimation of single evoked brain potential components. IEEE Trans Biomed Eng 44 9 (1997) 791-799
36. Legrain V., Guerit J.M., Bruyer R., and Plaghki L. Attentional modulation of the nociceptive processing in the human brain: selective spatial attention, probability of stimulus occurrence, and target detection effects on laser evoked potentials. Pain 99 1-2 (2002) 21-39
37. Lorenz J., and Garcia-Larrea L. Contribution of attentional and cognitive factors to laser evoked brain potentials. Clin Neurophysiol 33 (2003) 293-301
38. McGillam C.D., Aunon J.I., and Pomalaza C.A. Improved waveform estimation procedures for event-related potentials. IEEE Trans Biomed Eng 32 6 (1985) 371-379
39. Mocks J., Gasser T., Pham D.T., and Köhler W. Trial-to-trial variability of single potentials: methodological concepts and results. Int J Neurosci 33 (1987) 25-32
40. Mouraux A., and Plaghki L. Single-trial detection of human brain responses evoked by laser activation of Aδ-nociceptors using the wavelet transform of EEG epochs. Neurosci Lett 361 (2004) 241-244
41. 2 laser skin stimulations may reflect central interactions between Aδ- and C-fibre afferent volleys. Clin Neurophysiol 114 (2003) 710-722
42. Naatanen R., and Picton T. The N1 wave of the human electric and magnetic response to sound: a review and analysis of the component structure. Psychophysiology 24 (1987) 375-425
43. Niazy R.K.N., Beckmann C.F., Iannetti G.D., Brady J.M., and Smith S.M. Removal of fMRI-environment artefacts using optimal basis sets. Neuroimage 28 3 (2005) 720-737
44. Ohara S., Crone N.E., Weiss N., Treede R.D., and Lenz F.A. Amplitudes of laser evoked potentials recorded from primary somatosensory, parasylvian and medial frontal cortex are graded with stimulus intensity. Pain 110 (2004) 318-328
45. Ohara S., Crone N.E., Weiss N., and Lenz F.A. Attention to a painful cutaneous laser stimulus modulates electroencephalographic event-related desynchronization in humans. Clin Neurophysiol 115 7 (2004) 1641-1652
46. Pratt H., Bleich N., and Berliner E. Short latency visual evoked potentials in man. Electroencephalogr Clin Neurophysiol 54 1 (1982) 55-62
47. Purves A.M., and Boyd S.G. Time-shifted averaging for laser evoked potentials. Electroencephalogr Clin Neurophysiol 88 (1993) 118-122
48. Quian Quiroga R., Sakowitz O.W., Basar E., and Schurmann M. Wavelet transform in the analysis of the frequency composition of evoked potentials. Brain Res Brain Res Prot 8 (2001) 16-24
49. Rapin I., Schimmel H., Tourk L.M., Krasnegor N.A., and Pollak C. Evoked responses to clicks and tones of varying intensity in waking adults. Electroencephalogr Clin Neurophysiol 21 (1966) 335-344
50. Rugg M.D., and Coles M.G.H. The electrophysiology of mind (1995), Oxford University Press, New York
51. Shagass C. Evoked potentials in psychiatry (1972), Plenum Press, New York
52. 2 laser. J Clin Neurophysiol 10 4 (1993) 513-519
53. Treede R.D., Meyer R.A., Raja S.N., and Campbell J.N. Evidence for two different heat transduction mechanisms in nociceptive primary afferents innervating monkey skin. J Physiol 483 (1995) 747-758
54. Treede R.D., Lorenz J., and Baumgartner U. Clinical usefulness of laser-evoked potentials. Neurophysiol Clin 33 (2003) 303-314
55. Truccolo W.A., Knuth K.H., Shah A., Bressler S.L., Schroeder C.E., and Ding M. Estimation of single-trial multicomponent ERPs: differentially variable component analysis (dVCA). Biol Cybern 89 (2003) 426-438
56. Turetsky B.I., Raz J., and Fein G. Estimation of trial-to-trial variation in evoked potential signals by smoothing across trials. Psychophysiology 26 (1989) 700-712
57. 2 laser stimulation of the hand. Electroencephalogr Clin Neurophysiol 100 (1996) 343-353
58. Wang K., Begleiter H., and Porjesz B. Trilinear modelling of event-related potentials. Brain Topogr 12 4 (2000) 263-271
59. Woody CD. Characterisation of an adaptative filter for analysis of variable latency neuroelectric signals. Med Biol Eng 1967;5:539-553.