Combined behavioral and EEG power analysis in DAI improve accuracy in the assessment of sustained attention deficit

Annals of Biomedical Engineering

Volumn 36, Issue 7, 2008, Pages 1216-1227

  Molteni, Erika ^a   Bianchi, Anna Maria ^b   Butti, Michele ^b   Reni, Gianluigi ^a   Zucca, Claudio ^a  

^a SCIENTIFIC INSTITUTE   (Italy)

^b POLITECNICO DI MILANO   (Italy)

Author keywords

Continuous performance test; Diffuse axonal injury; EEG frequency analysis; EEG rhythms; Traumatic brain injury

Indexed keywords

BEHAVIORAL RESEARCH; BRAIN; MEDICAL PROBLEMS;

CONTINUOUS PERFORMANCE TEST; DIFFUSE AXONAL INJURY; EEG FREQUENCY ANALYSIS; TRAUMATIC BRAIN INJURY;

ELECTROENCEPHALOGRAPHY;

ADOLESCENT; ADULT; ARTICLE; ATTENTION DEFICIT DISORDER; COMPUTER ASSISTED DIAGNOSIS; DIFFUSE AXONAL INJURY; ELECTROENCEPHALOGRAPHY; FEMALE; HUMAN; MALE; MENTAL DISEASE; METHODOLOGY; PARASITOLOGY; PATHOPHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ADOLESCENT; ADULT; ATTENTION DEFICIT AND DISRUPTIVE BEHAVIOR DISORDERS; DIAGNOSIS, COMPUTER-ASSISTED; DIFFUSE AXONAL INJURY; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; MALE; MENTAL DISORDERS; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 44649127390     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-008-9506-z     Document Type: Article

References (60)

1. Abdel-Dayem H. M., H. Abu-Judeh, M. Kumar, S. Atay, S. Naddaf, H. El-Zeftawy, J. Q. Luo 1998 SPECT brain perfusion abnormalities in mild or moderate traumatic brain injury. Clin. Nucl. Med. 23(5):309-317
2. Ballard J. C. 2001 Assessing attention: comparison of response-inhibition and traditional continuous performance tests. J. Clin. Exp. Neuropsychol. 23(3):331-350
3. Bigler E. D., D. D. Blatter, C. V. Anderson, S. C. Johnson, S. D. Gale, R. O. Hopkins, B. Burnett 1997 Hippocampal volume in normal aging and traumatic brain injury. AJNR Am. J. Neuroradiol. 18(1):11-23
4. Bigler E. D. 2003 Neurobiology and neuropathology underlie the neuropsychological deficits associated with traumatic brain injury. Arch. Clin. Neuropsychol. 18(6):595-621
5. Bigler E. D., J. L. Snyder 1995 Neuropsychological outcome and quantitative neuroimaging in mild head injury. Arch. Clin. Neuropsychol. 10(2):159-174
6. Blessing W. W. 1997 The Lower Brainstem and Bodily Homeostasis. New York: Oxford University Press
7. Bonne O., A. Gilboa, Y. Louzoun, O. Kempf-Sherf, M. Katz, Y. Fishman, Z. Ben-Nahum, Y. Krausz, M. Bocher, H. Lester, R. Chisin, B. Lerer 2003 Cerebral blood flow in chronic symptomatic mild traumatic brain injury. Psychiatry Res. 124(3):141-152
8. Butti M., A. Pastori, A. Merzagora, C. Zucca, A. Bianchi, G. Reni, S. Cerutti 2006 Multimodal analysis of a sustained attention protocol: Continuous Performance Test assessed with Near Infrared Spectroscopy and EEG. Conf. Proc. IEEE Eng. Med. Biol. Soc. 1:1040-1043
9. Conners C. K. 1994 Conners' Continuous Performance Test. User's Manual. Toronto, Canada: Multi-Health Systems
10. Dehaene S., J. P. Changeux 2005 Ongoing spontaneous activity controls access to consciousness: a neuronal model for inattentional blindness. PLoS Biol. 3(5):e141. Epub 2005 Apr 12
11. Dockree P. M., M. A. Bellgrove, F. M. O'Keeffe, P. Moloney, L. Aimola, S. Carton, I. H. Robertson 2005 Sustained attention in traumatic brain injury (TBI) and healthy controls: enhanced sensitivity with dual-task load. Exp. Brain Res. 168(1-2):218-229
12. Dockree P. M., S. P. Kelly, R. A. Roche, M. J. Hogan, R. B. Reilly, I. H. Robertson 2004 Behavioural and physiological impairments of sustained attention after traumatic brain injury. Brain Res. Cogn. Brain Res. 20(3):403-414
13. Engel A. K., W. Singer 2001 Temporal binding and the neural correlates of sensory awareness. Trends Cognit. Sci. 5:16-25
14. Fallgatter A. J., D. Brandeis, W. K. Strik 1997 A robust assessment of the NoGo-anteriorisation of P300 microstates in a cued Continuous Performance Test. Brain Topogr. 9(4):295-302
15. Fitzgibbon S. P., K. J. Popo, L. Mackenzie, C. R. Clark, J. O. Willoughby 2004 Cognitive tasks augment gamma EEG power. Clin. Neurophysiol. 115:1802-1809
16. Fontaine A., P. Azouvi, P. Remy, B. Bussel, Y. Samson 1999 Functional anatomy of neuropsychological deficits after severe traumatic brain injury. Neurology 53(9):1963-1968
17. Gale S. D., R. B. Burr, E. D. Bigler, D. Blatter 1993 Fornix degeneration and memory in traumatic brain injury. Brain Res. Bull. 32(4):345-349
18. Gale S. D., S. C. Johnson, E. D. Bigler, D. D. Blatter 1995 Nonspecific white matter degeneration following traumatic brain injury. J. Int. Neuropsychol. Soc. 1(1):17-28
19. Gandy S. E., R. B. Snow, R. D. Zimmerman, M. D. Deck 1984 Cranial nuclear magnetic resonance imaging in head trauma. Ann. Neurol. 16(2):254-257
20. Gentilini M., P. Nichelli, R. Schoenhuber, P. Bortolotti, L. Tonelli, A. Falasca, G. A. Merli 1985 Neuropsychological evaluation of mild head injury. J. Neurol. Neurosurg. Psychiatry. 48(2):137-140
21. Gentry L. R., J. C. Godersky, B. H. Thompson 1989 Traumatic brain stem injury: MR imaging. Radiology. 171(1):177-187
22. Gentry L. R., B. Thompson, J. C. Godersky 1988 Trauma to the corpus callosum: MR features. AJNR Am. J. Neuroradiol. 9(6):1129-1138
23. Glass G. V., K. D. Hopkins 1984 Statistical Methods in Education and Psychology (2nd ed.). Englewood Cliffs, NJ: Prentice-Hall, Inc.
24. Graham D. I., J. H. Adams, L. S. Murray, B. Jennett 2005 Neuropathology of the vegetative state after head injury. Neuropsychol. Rehabil. 15(3-4):198-213
25. Hall K. M., T. Bushnik, B. Lakisic-Kazazic, J. Wright, A. Cantagallo 2001 Assessing traumatic brain injury outcome measures for long-term follow-up of community-based individuals. Arch. Phys. Med. Rehabil. 82(3):367-374
26. Hammoud D. A., B. A. Wasserman 2002 Diffuse axonal injuries: pathophysiology and imaging. Neuroimaging Clin. N Am. 12(2):205-216
27. Homack S., and C. A. Riccio. Conners' continuous performance test (2nd ed., CCPT-II). J. Attention Disord. 3(9):556-558
28. Joliot M., U. Ribary, R. Llinas 1994 Human oscillatory brain activity near 40 Hz coexist with cognitive temporal binding. Proc. Natl. Acad. Sci. USA. 91:11748-11751
29. Kesler S. R., H. F. Adams, E. D. Bigler 2000 SPECT, MR and quantitative MR imaging: correlates with neuropsychological and psychological outcome in traumatic brain injury. Brain Inj. 14(10):851-7
30. Kilner J., L. Bott, A. Posada 2005 Modulations in the degree of synchronization during ongoing oscillatory activity in the human brain. Eur. J. Neurosci. 21(9):2547-2554
31. Klimesch W., M. Doppelmayr, H. Russegger, T. Pachinger 1996b Theta band power in the human scalp EEG and the encoding of new information. NeuroReport. 7:1235-1240
32. Klimesch W. 1996a Memory processes, brain oscillations and EEG synchronization. J. Psychophysiol. 24:61-100
33. Leininger B. E., S. E. Gramling, A. D. Farrell, J. S. Kreutzer, E. A. Peck III 1990 Neuropsychological deficits in symptomatic minor head injury patients after concussion and mild concussion. J. Neurol. Neurosurg. Psychiatry. 53(4):293-296
34. Lew H. L., E. H. Lee, S. S. L. Pan, E. S. Date 2004 Electrophysiologic abnormalities of auditory and visual information processing in patients with traumatic brain injury. Am. J. Phys. Med. Rehabil. 83:428-433
35. Llinas R., U. Ribary 1993 Coherent 40-Hz oscillation characterizes dream state in humans. Proc. Natl. Acad. Sci. USA. 90(5):2078-2081
36. Makeig S., A. J. Bell, T. P. Jung, T. J. Sejnowski 1996 Independent component analysis of electroencephalographic data. Adv. Neural Inf. Process. Syst. 8:145-151
37. Manly T., A. M. Owen, L. McAvinue, A. Datta, G. H. Lewis, S. K. Scott, C. Rorden, J. Pickard, I. H. Robertson 2003 Enhancing the sensitivity of a sustained attention task to frontal damage. Convergent clinical and functional imaging evidence. Neurocase. 9(4):340-349
38. Maruishi M., M. Miyatani, T. Nakao, H. Muranaka 2007 Compensatory cortical activation during performance of an attention task by patients with diffuse axonal injury: a functional magnetic resonance imaging study. J. Neurol. Neurosurg. Psychiatry. 4:168-173
39. Mathias J. L., J. A. Beall, E. D. Bigler 2004 Neuropsychological and information processing deficits following mild traumatic brain injury. J. Int. Neuropsychol. Soc. 10(2):286-297
40. Molteni E., A. M. Bianchi, M. Butti, G. Reni, C. Zucca (2007) Analysis of the dynamical behaviour of the EEG rhythms during a test of sustained attention. Conf. Proc. IEEE Eng. Med. Biol. Soc. 2007:1298-1301
41. Müller M. M., J. Bosch, T. Elbert, A. Kreiter, M. V. Sosa, P. V. Sosa, B. Rockstroh 1996 Visually induced gamma-based responses in human electroencephalographic activity-a link to animal studies. Exp Brain Res. 112(1):96-102
42. Müller M. M., T. Gruber, A. Keil 2000 Modulation of induced gamma band activity in the human EEG by attention and visual processing. Int. J. Psychophysiol. 38(3):283-300
43. Newton M. R., R. J. Greenwood, K. E. Britton, M. Charlesworth, C. C. Nimmon, M. J. Carroll, G. Dolke 1992 A study comparing SPECT with CT and MRI after closed head injury. J. Neurol. Neurosurg. Psychiatry. 55(2):92-94
44. Ortuno F., N. Ojeda, J. Arbizu, P. Lopez, J. M. Marti-Climent, I. Penuelas, S. Cervera 2002 Sustained attention in a counting task: normal performance and functional neuroanatomy. Neuroimage. 17(1):411-420
45. Pfurtscheller G., F. H. Lopes da Silva 1999 Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin. Neurophysiol. 110:1842-1857
46. Ponsford J., G. Kinsella 1992 Attentional deficits following closed head injury. J. Clin. Exp. Neuropsychol. 14(5):822-838
47. Robertson I. H., T. Manly, J. Andrade, B. T. Baddeley, J. Yiend 1997 'Oops!': Performance correlates of everyday attentional failures in traumatic brain injury and normal subjects. Neuropsychologia. 35(6):747-758
48. Sarter M., B. Givens, J. P. Bruno 2001 The cognitive neuroscience of sustained attention: Where top-down meets bottom-up. Brain Res. Rev. 35:146-160
49. Scheid R., C. Preul, O. Gruber 2003 Diffuse axonal injury associated with chronic traumatic brain injury: evidence from T2*-weighted gradient-echo imaging at 3T. AJNR Am. J. Neuroradiol. 24:1049-1056
50. Scheid R., K. Walther, T. Guthke 2006 Cognitive sequelae of diffuse axonal injury. Arch. Neurol. 63:418-424
51. Slewa-Younan S., A. M. Green, I. J. Baguley, K. L. Felmingham, A. R. Haig, E. Gordon 2002 Is 'gamma' (40 Hz) synchronous activity disturbed in patients with traumatic brain injury? Clin. Neurophysiol. 113(10):1640-1646
52. Smith D. H., D. F. Meaney, W. H. Shull 2003 Diffuse axonal injury in head trauma. J. Head Trauma Rehabil. 18(4):307-326
53. Sturm W., A. de Simone, B. J. Krause, K. Specht, V. Hesselmann, I. Radermacher, H. Herzog, L. Tellmann, H. W. Müller-Gärtner, K. Willmes 1999 Functional anatomy of intrinsic alertness: evidence for a fronto-parietal-thalamic-brainstem network in the right hemisphere. Neuropsychologia. 37(7):797-805
54. Stuss D. T., P. Ely, H. Hugenholtz, M. T. Richard, S. LaRochelle, C. A. Poirier, I. Bell 1985 Subtle neuropsychological deficits in patients with good recovery after closed head injury. Neurosurgery. 17(1):41-47
55. Tallon-Baudry C., O. Bertrand, F. Peronnet, J. Pernier 1998 Induced gamma-band activity during the delay of a visual short-term memory task in humans. J. Neurosci. 18:4244-4254
56. Taveras J., J. Pile-Spellman 1996 "Shear-strain or axonal injury." In: Taveras J (ed) Neuroradiology. 3 ed. Lippincott, Williams & Wilkins, pp 353-4
57. Thatcher R. W., R. A. Walker, I. Gerson, F. H. Geisler 1989 EEG discriminant analyses of mild head trauma. Electroenceph Clin. Neurophysiol. 73:94-106
58. Weissman D. H., Roberts K. C., Visscher K. M., Woldorff M. G. 2006 The neural bases of momentary lapses in attention. Nat. Neurosci. 9(7):971-978
59. Zetterberg L. H., L. Kristiansson, K. Mossberg 1978 Performance of a model for a local neuron population. Biol. Cybern. 31:15-26
60. Zimmerman R. A., L. T. Bilaniuk, T. Genneralli 1978 Computed tomography of shearing injuries of the cerebral white matter. Radiology. 127(2):393-396