Neural correlates of aggression in medication-naive children with ADHD: Multivariate analysis of morphometry and tractography

Neuropsychopharmacology

Volumn 40, Issue 7, 2015, Pages 1717-1725

  Cha, Jiook ^a   Fekete, Tomer ^b   Siciliano, Francesco ^a   Biezonski, Dominik ^a   Greenhill, Laurence ^a   Pliszka, Steven R ^c   Blader, Joseph C ^c   Krain Roy, Amy ^d   Leibenluft, Ellen ^e   Posner, Jonathan ^a  

^a New York State Psychiatric Institute ^*  (United States)

^b UNIVERSITY OF LEUVEN   (Belgium)

^c Mays Cancer Center at UT Health San Antonio   (United States)

^d FORDHAM UNIVERSITY   (United States)

^e NATIONAL INSTITUTE OF MENTAL HEALTH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADOLESCENT; AGGRESSION; ATTENTION DEFICIT DISORDER; BRAIN; BRAIN MAPPING; CHILD; FEMALE; HUMAN; IMAGE PROCESSING; IMPULSIVENESS; MALE; MULTIVARIATE ANALYSIS; NERVE TRACT; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PATHOPHYSIOLOGY; PHYSIOLOGY; STATISTICS; WHITE MATTER;

ADOLESCENT; AGGRESSION; ATTENTION DEFICIT DISORDER WITH HYPERACTIVITY; BRAIN; BRAIN MAPPING; CHILD; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; IMPULSIVE BEHAVIOR; MAGNETIC RESONANCE IMAGING; MALE; MULTIVARIATE ANALYSIS; NEURAL PATHWAYS; STATISTICS AS TOPIC; WHITE MATTER;

EID: 84940000146     PISSN: 0893133X     EISSN: 1740634X     Source Type: Journal    
DOI: 10.1038/npp.2015.18     Document Type: Article

References (59)

1. Achenbach TM, Edelbrock C (1991). Child behavior checklist. Burlington 7.
2. Achenbach TM, Rescorla LA (2001). Manual for ASEBA School-Age Forms & Profiles University of Vermont. Research Center for Children, Youth, & Families: Burlington, VA.
3. Adcock RA, Thangavel A, Whitfield-Gabrieli S, Knutson B, Gabrieli JD (2006). Reward-motivated learning: mesolimbic activation precedes memory formation. Neuron 50: 507-517.
4. Alexander GE, Crutcher MD (1990). Functional architecture of basal ganglia circuits: neural substrates of parallel processing. Trend Neurosci 13: 266-271.
5. Austin N, Rogers L (2012). Limb preferences and lateralization of aggression, reactivity and vigilance in feral horses Equus caballus. Animal Behav 83: 239-247.
6. Behrens TE, Woolrich MW, Jenkinson M, Johansen-Berg H, Nunes RG, Clare S et al (2003). Characterization and propagation of uncertainty in diffusion-weighted MR imaging. Magn Reson Med 50: 1077-1088.
7. Bisazza A, de Santi A (2003). Lateralization of aggression in fish. Behav Brain Res 141: 131-136.
8. Blair R (2004). The roles of orbital frontal cortex in the modulation of antisocial behavior. Brain Cogn 55: 198-208.
9. Carmona S, Proal E, Hoekzema EA, Gispert J-D, Picado M, Moreno I et al (2009). Ventro-striatal reductions underpin symptoms of hyperactivity and impulsivity in attention-deficit/hyperactivity disorder. Biol Psychiatr 66: 972-977.
10. Cha J, Greenberg T, Carlson JM, DeDora DJ, Hajcak G, Mujica- Parodi LR (2014). Circuit-wide structural and functional measures predict ventromedial prefrontal cortex fear generalization: implications for generalized anxiety disorder. J Neurosci 34: 4043-4053.
11. Chang C-C, Lin C-J (2011). LIBSVM: a library for support vector machines. ACM Transact Intell Syst Technol 2: 27.
12. Chowdhury R, Lambert C, Dolan RJ, Duzel E (2013). Parcellation of the human substantia nigra based on anatomical connectivity to the striatum. Neuroimage 81: 191-198.
13. Conners C, Sitarenios G, Parker J, Epstein J (1998). The revised Conners' Parent Rating Scale (CPRS-R): factor structure, reliability, and criterion validity. J Abnormal Child Psychol 26: 257-268.
14. Conners CK, Staff M (2000). Conners' Continuous Performance Test II (CPT II V. 5). Multi-Health Systems: North Tonawanda, NY.
15. Connor DF, Glatt SJ, Lopez ID, Jackson D, Melloni RH Jr (2002). Psychopharmacology and aggression. I: A meta-analysis of stimulant effects on overt/covert aggression-related behaviors in ADHD. J Am Acadf Child Adolesc Psychiatr 41: 253-261.
16. Dale AM, Fischl B, Sereno MI (1999). Cortical surface-based analysis. I. Segmentation and surface reconstruction. Neuroimage 9: 179-194.
17. Davidson RJ (1992). Anterior cerebral asymmetry and the nature of emotion. Brain Cogn 20: 125-151.
18. Deckel AW (1995). Laterality of aggressive responses in Anolis. J Exp Zool 272: 194-200.
19. Desikan RS, Segonne F, Fischl B, Quinn BT, Dickerson BC, Blacker D et al (2006). An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest. Neuroimage 31: 968-980.
20. DuPaul GJ (1991). Parent and teacher ratings of ADHD symptoms: psychometric properties in a community-based sample. J Clin Child Psychol 20: 245-253.
21. Fekete T, Wilf M, Rubin D, Edelman S, Malach R, Mujica-Parodi LR (2013). Combining classification with fMRI-derived complex network measures for potential neurodiagnostics. PloS One 8: e62867.
22. Fischl B, Dale AM (2000). Measuring the thickness of the human cerebral cortex from magnetic resonance images. Proc Natl Acad Sci 97: 11050-11055.
23. Fischl B, Salat DH, Busa E, Albert M, Dieterich M, Haselgrove C et al (2002). Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain. Neuron 33: 341-355.
24. Fischl B, Sereno MI, Dale AM (1999). Cortical surface-based analysis. II: Inflation, flattening, and a surface-based coordinate system. Neuroimage 9: 195-207.
25. Fischl B, van der Kouwe A, Destrieux C, Halgren E, Ségonne F, Salat DH et al (2004). Automatically parcellating the human cerebral cortex. Cerebral Cortex 14: 11-22.
26. Forstmann BU, Tittgemeyer M, Wagenmakers EJ, Derrfuss J, Imperati D, Brown S (2011). The speed-accuracy tradeoff in the elderly brain: a structural model-based approach. J Neurosci 31: 17242-17249.
27. Guyon I, Weston J, Barnhill S, Vapnik V (2002). Gene selection for cancer classification using support vector machines. Machine Learning 46: 389-422.
28. Hofman D, Schutter DJ (2009). Inside the wire: aggression and functional interhemispheric connectivity in the human brain. Psychophysiology 46: 1054-1058.
29. Hollingshead A (1975). Four factor index of social status. Unpublished manuscript, Yale University: New Haven, CT.
30. Hooper D, Coughlan J, Mullen M (2008). Structural equation modelling: guidelines for determining model fit. Electron J Business Res Method 6: 53-60.
31. Insel T, Cuthbert B, Garvey M, Heinssen R, Pine DS, Quinn K et al (2010). Research Domain Criteria (RDoC): toward a new classification framework for research on mental disorders. Am J Psychiatr 167: 748-751.
32. Kaufman J, Birmaher B, Brent D, Rao U, Ryan N (1996). Kiddie- SADS-Present and Lifetime Version (K-SADS-PL), Pittsburgh, University of Pittsburgh, School of Medicine.
33. Killgore WD, Yurgelun-Todd DA (2007). The right-hemisphere and valence hypotheses: could they both be right (and sometimes left)? Social Cogn Affective Neurosci 2: 240-250.
34. Klee SH, Garfinkel BD (1983). The computerized continuous performance task - a new measure of inattention. J Abnormal Child Psychol 11: 487-496.
35. Knutson B, Fong GW, Bennett SM, Adams CM, Hommer D (2003). A region of mesial prefrontal cortex tracks monetarily rewarding outcomes: characterization with rapid event-related fMRI. Neuroimage 18: 263-272.
36. Kuperberg GR, Broome MR, McGuire PK, David AS, Eddy M, Ozawa F et al (2003). Regionally localized thinning of the cerebral cortex in schizophrenia. Arch Gen Psychiatr 60: 878-888.
37. Li L, Rilling JK, Preuss TM, Glasser MF, Hu X (2012). The effects of connection reconstruction method on the interregional connectivity of brain networks via diffusion tractography. Hum Brain Mapping 33: 1894-1913.
38. Li Q, Sun J, Guo L, Zang Y, Feng Z, Huang X et al (2010). Increased fractional anisotropy in white matter of the right frontal region in children with attention-deficit/hyperactivity disorder: a diffusion tensor imaging study. Neuroendocrinol Lett 31: 747.
39. Marsh R, Maia TV, Peterson BS (2009). Functional disturbances within frontostriatal circuits across multiple childhood psychopathologies. Am J Psychiatr 166: 664.
40. Orru G, Pettersson-Yeo W, Marquand AF, Sartori G, Mechelli A (2012). Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review. Neurosci Biobehav Rev 36: 1140-1152.
41. Posner J, Marsh R, Maia TV, Peterson BS, Gruber A, Simpson HB (2014). Reduced functional connectivity within the limbic cortico-striato-thalamo-cortical loop in unmedicated adults with obsessive-compulsive disorder. Hum Brain Mapping 35: 2852-2860.
42. Posner J, Rauh V, Gruber A, Gat I, Wang Z, Peterson BS (2013). Dissociable attentional and affective circuits in medication-naïve children with attention-deficit/hyperactivity disorder. Psychiatr Res: Neuroimaging 213: 24-30.
43. Ridderinkhof KR, van den Wildenberg WP, Segalowitz SJ, Carter CS (2004). Neurocognitive mechanisms of cognitive control: the role of prefrontal cortex in action selection, response inhibition, performance monitoring, and reward-based learning. Brain Cogn 56: 129-140.
44. Rigoard P, Buffenoir K, Jaafari N, Giot JP, Houeto JL, Mertens P et al (2011). The accumbofrontal fasciculus in the human brain: a microsurgical anatomical study. Neurosurgery 68: 1102-1111.
45. Robins A, LIPPOLIS G, Bisazza A, Vallortigara G, Rogers LJ (1998). Lateralized agonistic responses and hindlimb use in toads. Animal Behav 56: 875-881.
46. Rosas HD, Liu AK, Hersch S, Glessner M, Ferrante RJ, Salat DH et al (2002). Regional and progressive thinning of the cortical ribbon in Huntington's disease. Neurology 58: 695-701.
47. Salat DH, Buckner RL, Snyder AZ, Greve DN, Desikan RS, Busa E et al (2004). Thinning of the cerebral cortex in aging. Cerebral Cortex 14: 721-730.
48. Scheres A, Milham MP, Knutson B, Castellanos FX (2007). Ventral striatal hyporesponsiveness during reward anticipation in attention- deficit/hyperactivity disorder. Biol Psychiatr 61: 720-724.
49. Scime M, Norvilitis JM (2006). Task performance and response to frustration in children with attention deficit hyperactivity disorder. Psychol School 43: 377-386.
50. Shaw P, Eckstrand K, Sharp W, Blumenthal J, Lerch J, Greenstein D et al (2007a). Attention-deficit/hyperactivity disorder is characterized by a delay in cortical maturation. Proc Natl Acad Sci 104: 19649-19654.
51. Silk TJ, Vance A, Rinehart N, Bradshaw JL, Cunnington R (2009). White-matter abnormalities in attention deficit hyperactivity disorder: A diffusion tensor imaging study. Hum Brain Mapping 30: 2757-2765.
52. Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TE, Johansen-Berg H et al (2004). Advances in functional and structural MR image analysis and implementation as FSL. Neuroimage 23: S208-S219.
53. Sonuga-Barke EJ (2005). Causal models of attention-deficit/ hyperactivity disorder: from common simple deficits to multiple developmental pathways. Biol Psychiatr 57: 1231-1238.
54. Stern CE, Passingham RE (1996). The nucleus accumbens in monkeys: II. Emotion and motivation. Behav Brain Res 75: 179-193.
55. Volkow ND, Wang G-J, Kollins SH, Wigal TL, Newcorn JH, Telang F et al (2009). Evaluating dopamine reward pathway in ADHD. J Am Med Assoc 302: 1084-1091.
56. Wager TD, Phan KL, Liberzon I, Taylor SF (2003). Valence, gender, and lateralization of functional brain anatomy in emotion: a meta-analysis of findings from neuroimaging. Neuroimage 19: 513-531.
57. Wechsler D (1999). Wechsler abbreviated scale of intelligence. The Psychological Corporation.
58. Wold S, Ruhe A, Wold H, Dunn I (1984). The collinearity problem in linear regression. The partial least squares (PLS) approach to generalized inverses. SIAM J Sci Stat Comput 5: 735-743.
59. Zalesky A, Fornito A, Bullmore ET (2010). Network-based statistic: identifying differences in brain networks. Neuroimage 53: 1197-1207.