Reward circuit connectivity relates to delay discounting in children with attention-deficit/hyperactivity disorder

European Neuropsychopharmacology

Volumn 23, Issue 1, 2013, Pages 33-45

  Costa Dias, Taciana G ^a   Wilson, Vanessa B ^a   Bathula, Deepti R ^b   Iyer, Swathi P ^a   Mills, Kathryn L ^c,d   Thurlow, Bria L ^a   Stevens, Corinne A ^a   Musser, Erica D ^a   Carpenter, Samuel D ^a   Grayson, David S ^a   Mitchell, Suzanne H ^a   Nigg, Joel T ^a   Fair, Damien A ^a,e  

^a OREGON HEALTH AND SCIENCE UNIVERSITY   (United States)

^b INDIAN INSTITUTE OF TECHNOLOGY ROPAR   (India)

^c NATIONAL INSTITUTE OF MENTAL HEALTH   (United States)

^d UNIVERSITY COLLEGE LONDON   (United Kingdom)

^e OREGON HEALTH AND SCIENCE UNIVERSITY   (United States)

Author keywords

Attention deficit hyperactivity disorder; Delay discounting; FMRI; Functional connectivity; Nucleus accumbens; Reward

Indexed keywords

ARTICLE; ATTENTION DEFICIT DISORDER; BOLD SIGNAL; BRAIN REGION; CHILD; CLINICAL ARTICLE; CONTROLLED STUDY; DECISION MAKING; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEUROIMAGING; HUMAN; IMPULSIVENESS; MALE; NUCLEUS ACCUMBENS; PREFRONTAL CORTEX; PRIORITY JOURNAL; REWARD; SCHOOL CHILD; TASK PERFORMANCE;

ATTENTION DEFICIT DISORDER WITH HYPERACTIVITY; CHILD; CHILD BEHAVIOR; DECISION MAKING; FEMALE; FUNCTIONAL NEUROIMAGING; HUMANS; IMPULSIVE BEHAVIOR; MAGNETIC RESONANCE IMAGING; MALE; NERVE NET; NEURAL PATHWAYS; NUCLEUS ACCUMBENS; PSYCHIATRIC STATUS RATING SCALES; REWARD; SIGNAL TRANSDUCTION; TASK PERFORMANCE AND ANALYSIS; TIME FACTORS; UP-REGULATION;

EID: 84874436233     PISSN: 0924977X     EISSN: 18737862     Source Type: Journal    
DOI: 10.1016/j.euroneuro.2012.10.015     Document Type: Article

References (51)

1. American Psychiatric Association Diagnostic and Statistical Manual of Mental Disorders 2000, American Psychiatric Association, Washington, DC. 4th ed.
2. Ballard K., Knutson B. Dissociable neural representations of future reward magnitude and delay during temporal discounting. Neuroimage 2009, 45:143-150.
3. Biswal B., Yetkin F.Z., Haughton V.M., Hyde J.S. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn. Reson. Med. 1995, 34:537-541.
4. Buckner R.L., Andrews-Hanna J.R., Schacter D.L. The brain's default network: anatomy, function, and relevance to disease. Ann. N. Y. Acad. Sci. 2008, 1124:1-38.
5. Castellanos F.X., Margulies D.S., Kelly C., Uddin L.Q., Ghaffari M., Kirsch A., Shaw D., Shehzad Z., Di Martino A., Biswal B., Sonuga-Barke E.J., Rotrosen J., Adler L.A., Milham M.P. Cingulate-precuneus interactions: a new locus of dysfunction in adult attention-deficit/hyperactivity disorder. Biol. Psychiatry 2008, 63:332-337.
6. Chang L.J., Yarkoni T., Khaw M.W., Sanfey A.G. Decoding the role of the insula in human cognition: functional parcellation and large-scale reverse inference. Cereb. Cortex 2012, (Epub ahead of print).
7. Conners C.K. Conners 3rd Edition Manual 2008, Multi-Health Systems Inc., Toronto.
8. Dennis M., Francis D.J., Cirino P.T., Schachar R., Barnes M.A., Fletcher J.M. Why IQ is not a covariate in cognitive studies of neurodevelopmental disorders. J. Int. Neuropsychol. Soc. 2009, 15:331-343.
9. Depue B.E., Burgess G.C., Willcutt E.G., Bidwell L.C., Ruzic L., Banich M.T. Symptom-correlated brain regions in young adults with combined-type ADHD: their organization, variability, and relation to behavioral performance. Psychiatry Res. 2010, 182:96-102.
10. Di Martino A., Kelly C., Grzadzinski R., Zuo X.N., Mennes M., Mairena M.A., Lord C., Castellanos F.X., Milham M.P. Aberrant striatal functional connectivity in children with autism. Biol. Psychiatry 2011, 69:847-856.
11. Di Martino A., Scheres A., Margulies D.S., Kelly A.M., Uddin L.Q., Shehzad Z., Biswal B., Walters J.R., Castellanos F.X., Milham M.P. Functional connectivity of human striatum: a resting state FMRI study. Cereb. Cortex 2008, 18:2735-2747.
12. Dosenbach N.U., Fair D.A., Cohen A.L., Schlaggar B.L., Petersen S.E. A dual-networks architecture of top-down control. Trends Cogn. Sci. 2008, 12:99-105.
13. Dosenbach N.U., Fair D.A., Miezin F.M., Cohen A.L., Wenger K.K., Dosenbach R.A., Fox M.D., Snyder A.Z., Vincent J.L., Raichle M.E., Schlaggar B.L., Petersen S.E. Distinct brain networks for adaptive and stable task control in humans. Proc. Natl. Acad. Sci. USA 2007, 104:11073-11078.
14. DuPaul G., Power T., Anastopoulos A., Reid R. ADHD Rating Scales-IV: Checklists, Norms and Clinical Interpretation 1998, Guilford Press, New York.
15. Fair D.A., Bathula D., Nikolas M.A., Nigg J.T. Distinct neuropsychological subgroups in typically developing youth inform heterogeneity in children with ADHD. Proc. Natl. Acad. Sci. USA 2012, 109:6769-6774.
16. Fair D.A., Cohen A.L., Power J.D., Dosenbach N.U., Church J.A., Miezin F.M., Schlaggar B.L., Petersen S.E. Functional brain networks develop from a "local to distributed organization". PLoS Comput. Biol. 2009, 5:e1000381.
17. Fair D.A., Dosenbach N.U., Church J.A., Cohen A.L., Brahmbhatt S., Miezin F.M., Barch D.M., Raichle M.E., Petersen S.E., Schlaggar B.L. Development of distinct control networks through segregation and integration. Proc. Natl. Acad. Sci. USA 2007, 104:13507-13512.
18. Fair D.A., Posner J., Nagel B.J., Bathula D., Dias T.G., Mills K.L., Blythe M.S., Giwa A., Schmitt C.F., Nigg J.T. Atypical default network connectivity in youth with attention-deficit/hyperactivity disorder. Biol. Psychiatry 2010, 68:1084-1091.
19. Forman S.D., Cohen J.D., Fitzgerald M., Eddy W.F., Mintun M.A., Noll D.C. Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): use of a cluster-size threshold. Magn. Reson. Med. 1995, 33:636-647.
20. Fox M.D., Raichle M.E. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat. Rev. Neurosci. 2007, 8:700-711.
21. Goodman R. The strengths and difficulties questionnaire: a research note. J. Child Psychol. Psychiatry 1997, 38:581-586.
22. Haber S.N., Calzavara R. The cortico-basal ganglia integrative network: the role of the thalamus. Brain Res. Bull. 2009, 78:69-74.
23. Hyman S.E. Can neuroscience be integrated into the DSM-V?. Nat. Rev. Neurosci. 2007, 8:725-732.
24. Johnson M.W., Bickel W.K. An algorithm for identifying nonsystematic delay-discounting data. Exp. Clin. Psychopharmacol. 2008, 16:264-274.
25. Lancaster J.L., Woldorff M.G., Parsons L.M., Liotti M., Freitas C.S., Rainey L., Kochunov P.V., Nickerson D., Mikiten S.A., Fox P.T. Automated Talairach atlas labels for functional brain mapping. Hum. Brain Mapp 2000, 10:120-131.
26. McClure S.M., Laibson D.I., Loewenstein G., Cohen J.D. Separate neural systems value immediate and delayed monetary rewards. Science 2004, 306:503-507.
27. McClure S.M., York M.K., Montague P.R. The neural substrates of reward processing in humans: the modern role of FMRI. Neuroscientist 2004, 10:260-268.
28. Miezin F.M., Maccotta L., Ollinger J.M., Petersen S.E., Buckner R.L. Characterizing the hemodynamic response: effects of presentation rate, sampling procedure, and the possibility of ordering brain activity based on relative timing. Neuroimage 2000, 11:735-759.
29. Mills K.L., Bathula D., Dias T.G., Iyer S.P., Fenesy M.C., Musser E.D., Stevens C.A., Thurlow B.L., Carpenter S.D., Nagel B.J., Nigg J.T., Fair D.A. Altered cortico-striatal-thalamic connectivity in relation to spatial working memory capacity in children with ADHD. Front. Psychiatry 2012, 3:2.
30. Mitchell S.H. Measures of impulsivity in cigarette smokers and non-smokers. Psychopharmacology (Berlin) 1999, 146:455-464.
31. Myerson J., Green L., Warusawitharana M. Area under the curve as a measure of discounting. J. Exp. Anal. Behav. 2001, 76:235-243.
32. Nigg J.T., Casey B.J. An integrative theory of attention-deficit/hyperactivity disorder based on the cognitive and affective neurosciences. Dev. Psychopathol. 2005, 17:785-806.
33. Nigg J.T., Goldsmith H.H., Sachek J. Temperament and attention deficit hyperactivity disorder: the development of a multiple pathway model. J. Clin. Child. Adolesc. Psychol. 2004, 33:42-53.
34. Nigg J.T., Willcutt E.G., Doyle A.E., Sonuga-Barke E.J. Causal heterogeneity in attention-deficit/hyperactivity disorder: do we need neuropsychologically impaired subtypes?. Biol. Psychiatry 2005, 57:1224-1230.
35. Orvaschel H. Schedule for Affective Disorders and Schizophrenia for School-Aged Children-Epidemiologic Version 5 (K-SADS-E) 1995, Nova Southeastern University, Ft. Lauderdale, FL.
36. Patenaude B., Smith S.M., Kennedy D.N., Jenkinson M. A Bayesian model of shape and appearance for subcortical brain segmentation. Neuroimage 2011, 56:907-922.
37. Plichta M.M., Vasic N., Wolf R.C., Lesch K.P., Brummer D., Jacob C., Fallgatter A.J., Gron G. Neural hyporesponsiveness and hyperresponsiveness during immediate and delayed reward processing in adult attention-deficit/hyperactivity disorder. Biol. Psychiatry 2009, 65:7-14.
38. Polanczyk G., de Lima M.S., Horta B.L., Biederman J., Rohde L.A. The worldwide prevalence of ADHD: a systematic review and metaregression analysis. Am. J. Psychiatry 2007, 164:942-948.
39. Power J.D., Barnes K.A., Snyder A.Z., Schlaggar B.L., Petersen S.E. Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. Neuroimage 2012, 59:2142-2154.
40. Rommelse N.N., Altink M.E., Fliers E.A., Martin N.C., Buschgens C.J., Hartman C.A., Buitelaar J.K., Faraone S.V., Sergeant J.A., Oosterlaan J. Comorbid problems in ADHD: degree of association, shared endophenotypes, and formation of distinct subtypes. Implications for a future DSM. J. Abnorm. Child Psychol. 2009, 37:793-804.
41. Sagvolden T., Aase H., Zeiner P., Berger D. Altered reinforcement mechanisms in attention-deficit/hyperactivity disorder. Behav. Brain Res. 1998, 94:61-71.
42. Sagvolden T., Johansen E.B., Aase H., Russell V.A. A dynamic developmental theory of attention-deficit/hyperactivity disorder (ADHD) predominantly hyperactive/impulsive and combined subtypes. Behav. Brain Sci. 2005, 28:397-419. (discussion 419-68).
43. Scheres A., Milham M.P., Knutson B., Castellanos F.X. Ventral striatal hyporesponsiveness during reward anticipation in attention-deficit/hyperactivity disorder. Biol. Psychiatry 2007, 61:720-724.
44. Shannon B.J., Raichle M.E., Snyder A.Z., Fair D.A., Mills K.L., Zhang D., Bache K., Calhoun V.D., Nigg J.T., Nagel B.J., Stevens A.A., Kiehl K.A. Premotor functional connectivity predicts impulsivity in juvenile offenders. Proc. Natl. Acad. Sci. USA 2011, 108:11241-11245.
45. Sonuga-Barke E.J. Causal models of attention-deficit/hyperactivity disorder: from common simple deficits to multiple developmental pathways. Biol. Psychiatry 2005, 57:1231-1238.
46. Sonuga-Barke E.J., Dalen L., Remington B. Do executive deficits and delay aversion make independent contributions to preschool attention-deficit/hyperactivity disorder symptoms?. J. Am. Acad. Child Adolesc. Psychiatry 2003, 42:1335-1342.
47. Talairach J., Tournoux P. Co-Planar Stereotaxic Atlas of the Human Brain 1988, Thieme Medical Publishers, New York.
48. Valera E.M., Spencer R.M., Zeffiro T.A., Makris N., Spencer T.J., Faraone S.V., Biederman J., Seidman L.J. Neural substrates of impaired sensorimotor timing in adult attention-deficit/hyperactivity disorder. Biol. Psychiatry 2010, 68:359-367.
49. Volkow N.D., Wang G.J., Kollins S.H., Wigal T.L., Newcorn J.H., Telang F., Fowler J.S., Zhu W., Logan J., Ma Y., Pradhan K., Wong C., Swanson J.M. Evaluating dopamine reward pathway in ADHD: clinical implications. J. Am. Med. Assoc. 2009, 302:1084-1091.
50. ®). 4th edition.
51. Wilson V.B., Mitchell S.H., Musser E.D., Schmitt C.F., Nigg J.T. Delay discounting of reward in ADHD: application in young children. J. Child Psychol. Psychiatry 2011, 52:256-264.