Aiding diagnosis of attention-deficit/hyperactivity disorder and its subtypes: Discriminant function analysis of event-related potential data

Journal of Child Psychology and Psychiatry and Allied Disciplines

Volumn 44, Issue 7, 2003, Pages 1067-1075

  Smith, Janette L ^a   Johnstone, Stuart J ^a   Barry, Robert J ^a  

^a UNIVERSITY OF WOLLONGONG   (Australia)

Author keywords

AD HD; Diagnosis; Discriminant function analysis; Event related potential; Subtypes

Indexed keywords

ACCURACY; ADOLESCENT; ADULT; AGE; ARTICLE; ATTENTION DEFICIT DISORDER; BRAIN FUNCTION; CHILD BEHAVIOR; CONTROLLED STUDY; DATA ANALYSIS; DIAGNOSIS RELATED GROUP; DIAGNOSTIC VALUE; DISCRIMINANT ANALYSIS; DISEASE CLASSIFICATION; DRUG RESPONSE; EVENT RELATED POTENTIAL; FEMALE; HUMAN; MAJOR CLINICAL STUDY; MALE; PREDICTION; RELIABILITY; SCHOOL CHILD; VALIDATION PROCESS;

ADOLESCENT; AGE FACTORS; ATTENTION DEFICIT DISORDER WITH HYPERACTIVITY; CEREBRAL CORTEX; CHILD; DIAGNOSIS, DIFFERENTIAL; EVOKED POTENTIALS; FEMALE; HUMANS; MALE; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 0141990686     PISSN: 00219630     EISSN: None     Source Type: Journal    
DOI: 10.1111/1469-7610.00191     Document Type: Article

References (50)

1. American Psychiatric Association. (1980). DSM-III. Diagnostic and Statistical Manual of Mental Disorders (3rd edn). Washington DC: American Psychiatric Association.
2. American Psychiatric Association. (1987). DSM-III-R. Diagnostic and Statistical Manual of Mental Disorders (3rd edn rev.). Washington DC: American Psychiatric Association.
3. American Psychiatric Association. (1994). DSM-IV. Diagnostic and Statistical Manual of Mental Disorders (4th edn). Washington DC: American Psychiatric Association.
4. Barry, R.J., Clarke, A.R., & Johnstone, S.J. (2003). A review of electrophysiology in attention-deficit/hyperactivity disorder: I. Qualitative and quantitative electroencephalography. Clinical Neurophysiology, 114, 171-183.
5. Barry, R.J., Johnstone, S.J., & Clarke, A.R. (2003). A review of electrophysiology in attention-deficit/hyperactivity disorder: II. Event-related potentials. Clinical Neurophysiology, 114, 184-198.
6. Berquin, P.C., Giedd, J.N., Jacobsen, L.K., Hamburger, S.D., Krain, A.L., Rapoport, J.L., & Castellanos, F.X. (1998). Cerebellum in attention-deficit hyperactivity disorder - A morphometric MRI study. Neurology, 50, 1087-1093.
7. Buchsbaum, M.S., & Wender, P.H. (1973). Average evoked responses in normal and minimally brain dysfunctioned children treated with amphetamine. Archives of General Psychiatry, 29, 764-770.
8. Carey, W.B. (1999). Problems in diagnosing attention and activity. Pediatrics, 103, 664-666.
9. Casey, B.J., Castellanos, F.X., Giedd, J.N., Marsh, W.L., Hamburger, S.D., Schubert, A.B., Vauss, Y.C., Vaituzis, A.C., Dickstein, D.P., Sarfatti, S.E., & Rapoport, J.L. (1997). Implication of right frontostriatal circuitary in response inhibition and attention-deficit/hyperactivity disorder. Journal of the American Academy of Child and Adolescent Psychiatry, 36, 374-383.
10. Castellanos, F.X. (1997). Neuroimaging of attention-deficit hyperactivity disorder. Child and Adolescent Psychiatric Clinics of North America, 6, 383-387.
11. Chabot, R.L., Merkin, H., Wood, L.M., Davenport, T.L., & Serfontein, G. (1996). Sensitivity and specificity of QEEG in children with attention deficit or specific developmental learning disorders. Clinical Electroencephalography, 27, 26-34.
12. Chabot, R.L., Orgill, A.A., Crawford, G., Harris, M.J., & Serfontein, G. (1999). Behavioural and electrophysiologic predictors of treatment response to stimulants in children with attention disorders. Journal of Child Neurology, 14, 343-351.
13. Chabot, R.L., & Serfontein, G. (1996). Quantitative electroencephalographic profiles of children with attention deficit disorder. Biological Psychiatry, 40, 951-963.
14. Clarke, A.R., Barry, R.J., McCarthy, R., & Selikowitz, M. (2001). Electroencephalogram differences in two subtypes of attention-deficit/hyperactivity disorder. Psychophysiology, 38, 212-221.
15. Costanza, M.C., & Afifi, A.A. (1979). Comparison of stopping rules in forward stepwise discriminant analysis. Journal of the American Statistical Association, 74, 777-785.
16. Do, K.-A., & Kirk, K. (1999). Discriminant analysis of event-related potential cuves using smoothed principal components. Biometrics, 55, 174-181.
17. Donchin, E. (1981). Surprise!⋯ Surprise? Psychophysiology, 18, 493-513.
18. Goodin, D.S. (1990). Clinical utility of long latency 'cognitive' event-related potentials (P3): The pros. Electroencephalography and Clinical Neurophysiology, 76, 2-5.
19. Holcomb, P.J., Ackerman, P.T., & Dykman, R.A. (1986). Auditory event-related potentials in attention and reading disabled boys. International Journal of Psychophysiology, 3, 263-273.
20. Janzen, T., Graap, K., Stephanson, S., Marshall, W., & Fitzsimmons, G. (1995). Differences in baseline EEG measures for ADD and normally achieving preadolescent males. Biofeedback and Self-Regulation, 20, 65-82.
21. Jasper, H.H. (1958). The 10-20 electrode system of the International Federation. Electroencephalography and Clinical Neurophysiology, 10, 371-375.
22. Johnstone, S.J., & Barry, R.J. (1996). Auditory event-related potentials in a two-tone discrimination paradigm in attention deficit hyperactivity disorder. Psychiatry Research, 64, 179-192.
23. Johnstone, S.J., Barry, R.J., & Anderson, J.W. (2001). Topographic distribution and developmental time-course of auditory event-related potentials in two subtypes of attention-deficit hyperactivity disorder. International Journal of Psychophysiology, 42, 73-94.
24. Kemner, C., Der Gaag, R.J., Verbaten, M.N., & Van Engeland, H. (1999). ERP differences among subtypes of pervasive developmental disorders. Biological Psychiatry, 46, 781-789.
25. Klecka, W.R. (1980). Discriminant Analysis (vol. 19). Newbury Park, CA: Sage Publications.
26. Kovatchev, B., Cox, D., Hill, R., Reeve, R., Robeva, R., & Loboschefski, T. (2001). A psychophysiological marker of attention deficit/hyperactivity disorder (ADHD) - Defining the EEG consistency index. Applied Psychophysiology and Biofeedback, 26, 127-140.
27. Lazzaro, I., Gordon, E., Lim, C.L., Plahn, M., Whitmont, S., Clarke, S., Barry, R.J., Dosen, A., & Meares, R. (1999). Simultaneous EEG and EDA measures in adolescent attention deficit hyperactivity disorder. International Journal of Psychophysiology, 34, 123-134.
28. Levy, F., & Hobbes, G. (1997). Discrimination of attention deficit hyperactivity disorder by the continuous performance test. Journal of Paediatrics and Child Health, 33, 384-387.
29. Mann, C.A., Lubar, J.F., Zimmerman, A.W., Miller, C.A., & Muenchen, R.A. (1992). Quantitative analysis of EEG in boys with attention-deficit-hyperactivity disorder: Controlled study with clinical implications. Pediatric Neurology, 8, 30-36.
30. McPherson, D.L. (1996). Late Potentials of the Auditory System. London, UK: Singular Publishing Group.
31. Monastra, V.J., Lubar, J.F., & Linden, M. (2001). The development of a quantitative electroencephalographic scanning process for attention deficit-hyperactivity disorder: Reliability and validity studies. Neuropsychology, 15, 136-144.
32. Monastra, V.J., Lubar, J.F., Linden, M., VanDeusen, P., Green, G., Wing, W., Phillips, A., & Fenger, T.N. (1999). Assessing attention deficit hyperactivity disorder via qualitative electroencephalography: An initial validation study. Neuropsychology, 13, 424-433.
33. Näätänen, R., & Picton, T.W. (1986). N2 and automatic versus controlled processes. In W.C. McCallum, R. Zappoli, & F. Denoth (Eds.), Cerebral Psychophysiology: Studies in Event-Related Potentials (EEG Supplement 38) (pp. 169-186): Elsevier Science Publishers B.V.
34. Oades, R.D., Dittmann-Balcar, A., Schepker, R., Eggers, C., & Zerbin, D. (1996). Auditory event-related potentials (ERPs) and mismatch negativity (MMN) in healthy children and those with attention-deficit or tourette/tic symptoms. Biological Psychology, 43, 163-185.
35. Pliszka, S.R., Liotti, M., & Woldorff, M.G. (2000). Inhibitory control in children with attention-deficit/hyperactivity disorder: Event-related potentials identify the processing component and timing of an impaired right-frontal response-inhibition mechanism. Biological Psychiatry, 48, 238-246.
36. Prichep, L.S., Sutton, S., & Hakerem, G. (1976). Evoked potentials in hyperkinetic and normal children under certainty and uncertainty: A placebo and methylphenidate study. Psychophysiology, 13, 419-428.
37. Rapoport, J.L., Castellanos, F.X., Gogate, N., Janson, K., Kohler, S., & Nelson, P. (2001). Imaging normal and abnormal brain development: New perspectives for child psychiatry. Australian and New Zealand Journal of Psychiatry, 35, 272-281.
38. Robaey, P., Breton, F., Dugas, M., & Renault, B. (1992). An event-related potential study of controlled and automatic processes in 6-8 year old boys with attention deficit hyperactivity disorder. Electroencephalography and Clinical Neurophysiology, 82, 330-340.
39. Satterfield, J.H., & Braley, B.W. (1977). Evoked potentials and brain maturation in hyperactive and normal children. Electroencephalography and Clinical Neurophysiology, 43, 43-51.
40. Satterfield, J.H., Schell, A.M., Backs, R.W., & Hidaka, K.C. (1984). A cross-sectional and longitudinal study of age effects of electrophysiological measures in hyperactive and normal children. Biological Psychiatry, 19, 973-990.
41. Satterfield, J.H., Schell, A.M., & Nicholas, T. (1994). Preferential neural processing of attended stimuli in attention-deficit hyperactivity disorder and normal boys. Psychophysiology, 31, 1-10.
42. Satterfield, J.H., Schell, AM., Nicholas, T., & Backs, R.W. (1988). Topographic study of auditory event-related potentials in normal boys and boys with attention deficit disorder with hyperactivity. Psychophysiology, 25, 591-606.
43. Satterfield, J.H., Schell, A.M., Nicholas, T.W., Satterfield, B.T., & Freese, T.E. (1990). Ontogeny of selective attention effects on event-related potentials in attention-deficit hyperactivity disorder and normal boys. Biological Psychiatry, 28, 879-903.
44. Small, J.G. (1993). Psychiatric disorders and EEG. In E. Niedermeyer & F. Lopes da Silva (Eds.), Electroencephalography: Basic Principles, Clinical Applications, and Related Fields (pp. 581-596). Baltimore: Williams and Wilkins.
45. Tabachnick, B.G., & Fidell, L.S. (1996). Using Multivariate Statistics (3rd edn). New York: HarperCollins.
46. Van Boxtel, G.J.M., Van Der Molen, M.W., Jennings, J.R., & Brunia, C.H.M. (2001). A psychophysiological analysis of inhibitory motor control in the stop-signal paradigm. Biological Psychology, 58, 229-262.
47. Verleger, R. (1988). Event-related potentials and cognition: A critique of the context updating hypothesis and an alternative explanation of P3. Behavioral and Brain Sciences, 11, 343-356.
48. Wasserman, R.C., Kelleher, K.J., Bocian, A., Baker, A., Childs, G.E., Indacochea, F., Stulp, C., & Gardner, W.P. (1999). Identification of attentional and hyperactivity problems in primary care: A report from pediatric research in office settings and the ambulatory sentinel practice network. Pediatrics, 103, e38.
49. World Health Organisation. (1993). The ICD-10 Classification of Mental and Behavioural Disorders. Geneva: World Health Organisation.
50. Young, E.S., Perros, P., Price, G.W., & Sadler, T. (1995). Acute challenge ERP as a prognostic of stimulant therapy outcome in attention-deficit hyperactivity disorder. Biological Psychiatry, 37, 25-33.