Lag in maturation of the brain's intrinsic functional architecture in attention-deficit/hyperactivity disorder

Proceedings of the National Academy of Sciences of the United States of America

Volumn 111, Issue 39, 2014, Pages 14259-14264

  Sripada, Chandra S ^a   Kessler, Daniel ^a   Angstadt, Mike ^a  

^a UNIVERSITY OF MICHIGAN HEALTH SYSTEM   (United States)

Author keywords

Connectomics; Default network; Resting state

Indexed keywords

ADOLESCENT; ATTENTION DEFICIT DISORDER; BIOLOGICAL MODEL; BRAIN; BRAIN CORTEX; CHILD; CINGULATE GYRUS; CONNECTOME; FEMALE; FUNCTIONAL NEUROIMAGING; GROWTH, DEVELOPMENT AND AGING; HUMAN; MALE; NERVE CELL NETWORK; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PATHOPHYSIOLOGY; PREFRONTAL CORTEX; YOUNG ADULT;

ADOLESCENT; ATTENTION DEFICIT DISORDER WITH HYPERACTIVITY; BRAIN; CEREBRAL CORTEX; CHILD; CONNECTOME; FEMALE; FUNCTIONAL NEUROIMAGING; GYRUS CINGULI; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MODELS, NEUROLOGICAL; NERVE NET; PREFRONTAL CORTEX; YOUNG ADULT;

EID: 84907581563     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1407787111     Document Type: Article

References (63)

1. Gogtay N, Giedd J, Rapoport JL (2002) Brain development in healthy, hyperactive, and psychotic children. Arch Neurol 59(8):1244-1248.
2. El-Sayed E, Larsson JO, Persson HE, Santosh PJ, Rydelius PA (2003) "Maturational lag" hypothesis of attention deficit hyperactivity disorder: An update. Acta Paediatr 92(7):776-784.
3. Shaw P, et al. (2007) Attention-deficit/hyperactivity disorder is characterized by a delay in cortical maturation. Proc Natl Acad Sci USA 104(49):19649-19654.
4. Rubia K (2007) Neuro-anatomic evidence for the maturational delay hypothesis of ADHD. Proc Natl Acad Sci USA 104(50):19663-19664.
5. Castellanos FX, et al. (2002) Developmental trajectories of brain volume abnormalities in children and adolescents with attention-deficit/hyperactivity disorder. JAMA 288(14): 1740-1748.
6. Shaw P, et al. (2006) Longitudinal mapping of cortical thickness and clinical outcome in children and adolescents with attention-deficit/hyperactivity disorder. Arch Gen Psychiatry 63(5):540-549.
7. Shaw P, et al. (2012) Development of cortical surface area and gyrification in attention- deficit/hyperactivity disorder. Biol Psychiatry 72(3):191-197.
8. Shaw P, et al. (2013) Trajectories of cerebral cortical development in childhood and adolescence and adult attention-deficit/hyperactivity disorder. Biol Psychiatry 74(8):599-606.
9. Fox MD, et al. (2005) The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci USA 102(27):9673-9678.
10. Power JD, et al. (2011) Functional network organization of the human brain. Neuron 72(4):665-678.
11. Fair DA, et al. (2007) Development of distinct control networks through segregation and integration. Proc Natl Acad Sci USA 104(33):13507-13512.
12. Fair DA, et al. (2008) The maturing architecture of the brain's default network. Proc Natl Acad Sci USA 105(10):4028-4032.
13. Fair DA, et al. (2009) Functional brain networks develop from a "local to distributed" organization. PLOS Comput Biol 5(5):e1000381.
14. Anderson JS, Ferguson MA, Lopez-Larson M, Yurgelun-Todd D (2011) Connectivity gradients between the default mode and attention control networks. Brain Connect 1(2):147-157.
15. Supekar K, Musen M, Menon V (2009) Development of large-scale functional brain networks in children. PLoS Biol 7(7):e1000157.
16. Supekar K, et al. (2010) Development of functional and structural connectivity within the default mode network in young children. Neuroimage 52(1):290-301.
17. Menon V (2013) Developmental pathways to functional brain networks: Emerging principles. Trends Cogn Sci 17(12):627-640.
18. Fair DA, et al. (2010) Atypical default network connectivity in youth with attentiondeficit/ hyperactivity disorder. Biol Psychiatry 68(12):1084-1091.
19. Sonuga-Barke EJS, Castellanos FX (2007) Spontaneous attentional fluctuations in impaired states and pathological conditions: A neurobiological hypothesis. Neurosci Biobehav Rev 31(7):977-986.
20. Castellanos FX, Proal E (2012) Large-scale brain systems in ADHD: Beyond the prefrontal- striatal model. Trends Cogn Sci 16(1):17-26.
21. Raichle ME, et al. (2001) A default mode of brain function. Proc Natl Acad Sci USA 98(2):676-682.
22. Buckner RL, Andrews-Hanna JR, Schacter DL (2008) The brain's default network: anatomy, function, and relevance to disease. Ann N Y Acad Sci 1124:1-38.
23. Tomasi D, Volkow ND (2012) Abnormal functional connectivity in children with attention- deficit/hyperactivity disorder. Biol Psychiatry 71(5):443-450.
24. Uddin LQ, et al. (2008) Network homogeneity reveals decreased integrity of defaultmode network in ADHD. J Neurosci Methods 169(1):249-254.
25. Tian L, et al. (2006) Altered resting-state functional connectivity patterns of anterior cingulate cortex in adolescents with attention deficit hyperactivity disorder. Neurosci Lett 400(1-2):39-43.
26. Castellanos FX, et al. (2008) Cingulate-precuneus interactions: A new locus of dysfunction in adult attention-deficit/hyperactivity disorder. Biol Psychiatry 63(3): 332-337.
27. Sripada C, et al. (2014) Disrupted network architecture of the resting brain in attentiondeficit/ hyperactivity disorder. Hum Brain Mapp 35(9):4693-4705.
28. Bressler SL, Menon V (2010) Large-scale brain networks in cognition: Emerging methods and principles. Trends Cogn Sci 14(6):277-290.
29. Sporns O, Chialvo DR, Kaiser M, Hilgetag CC (2004) Organization, development and function of complex brain networks. Trends Cogn Sci 8(9):418-425.
30. Castellanos FX, Di Martino A, Craddock RC, Mehta AD, Milham MP (2013) Clinical applications of the functional connectome. Neuroimage 80:527-540.
31. Konrad K, Eickhoff SB (2010) Is the ADHD brain wired differently?. A review on structural and functional connectivity in attention deficit hyperactivity disorder. Hum Brain Mapp 31(6):904-916.
32. Fair DA, et al. (2007) Development of distinct control networks through segregation and integration. Proc Natl Acad Sci USA 104(33):13507-13512.
33. Good P (2000) Permutation Tests: A Practical Guide to Resampling Methods for Testing Hypotheses (Springer, New York), 2nd Ed.
34. HD-200 Consortium (2012) The ADHD-200 Consortium: A model to advance the translational potential of neuroimaging in clinical neuroscience. Front Syst Neurosci 6:62.
35. Di Martino A, et al. (2014) The autismbrain imaging data exchange: Towards a large-scale evaluation of the intrinsic brain architecture in autism. Mol Psychiatry 19(6):659-667.
36. Yeo BTT, et al. (2011) The organization of the human cerebral cortex estimated by intrinsic functional connectivity. J Neurophysiol 106(3):1125-1165.
37. Andrews-Hanna JR, Reidler JS, Sepulcre J, Poulin R, Buckner RL (2010) Functional- anatomic fractionation of the brain's default network. Neuron 65(4): 550-562.
38. Conners CK, Sitarenios G, Parker JDA, Epstein JN (1998) The revised Conners' Parent Rating Scale (CPRS-R): Factor structure, reliability, and criterion validity. J AbnormChild Psychol 26(4):257-268.
39. Kao GS, Thomas HM (2010) Test Review: C. Keith Conners "Conners 3rd Edition" Toronto, Ontario, Canada: Multi-Health Systems, 2008. J Psychoeduc Assess 28:598-602.
40. Anticevic A, et al. (2012) The role of default network deactivation in cognition and disease. Trends Cogn Sci 16(12):584-592.
41. Weissman DH, Roberts KC, Visscher KM, Woldorff MG (2006) The neural bases of momentary lapses in attention. Nat Neurosci 9(7):971-978.
42. Fassbender C, et al. (2009) A lack of default network suppression is linked to increased distractibility in ADHD. Brain Res 1273:114-128.
43. Castellanos FX, et al. (2005) Varieties of attention-deficit/hyperactivity disorderrelated intra-individual variability. Biol Psychiatry 57(11):1416-1423.
44. Menon V, Uddin LQ (2010) Saliency, switching, attention and control: A network model of insula function. Brain Struct Funct 214(5-6):655-667.
45. Eckert MA, et al. (2009) At the heart of the ventral attention system: The right anterior insula. Hum Brain Mapp 30(8):2530-2541.
46. Sridharan D, Levitin DJ, Menon V (2008) A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks. Proc Natl Acad Sci USA 105(34):12569-12574.
47. Downar J, Crawley AP, Mikulis DJ, Davis KD (2000) A multimodal cortical network for the detection of changes in the sensory environment. Nat Neurosci 3(3): 277-283.
48. Dang LC, O'Neil JP, Jagust WJ (2012) Dopamine supports coupling of attentionrelated networks. J Neurosci 32(28):9582-9587.
49. Rubia K, et al. (2009) Methylphenidate normalises activation and functional connectivity deficits in attention and motivation networks in medication-naïve children with ADHD during a rewarded continuous performance task. Neuropharmacology 57(7-8):640-652.
50. Rubia K (2011) "Cool" inferior frontostriatal dysfunction in attention-deficit/hyperactivity disorder versus "hot" ventromedial orbitofrontal-limbic dysfunction in conduct disorder: A review. Biol Psychiatry 69(12):e69-e87.
51. Hart H, Radua J, Nakao T, Mataix-Cols D, Rubia K (2013) Meta-analysis of functional magnetic resonance imaging studies of inhibition and attention in attention-deficit/ hyperactivity disorder: Exploring task-specific, stimulant medication, and age effects. JAMA Psychiatry 70(2):185-198.
52. Cole MW, et al. (2013) Multi-task connectivity reveals flexible hubs for adaptive task control. Nat Neurosci 16(9):1348-1355.
53. Spreng RN, Sepulcre J, Turner GR, Stevens WD, Schacter DL (2013) Intrinsic architecture underlying the relations among the default, dorsal attention, and frontoparietal control networks of the human brain. J Cogn Neurosci 25(1):74-86.
54. Gao W, Lin W (2012) Frontal parietal control network regulates the anti-correlated default and dorsal attention networks. Hum Brain Mapp 33(1):192-202.
55. Dosenbach NUF, et al. (2007) Distinct brain networks for adaptive and stable task control in humans. Proc Natl Acad Sci USA 104(26):11073-11078.
56. Dosenbach NUF, Fair DA, Cohen AL, Schlaggar BL, Petersen SE (2008) A dual-networks architecture of top-down control. Trends Cogn Sci 12(3):99-105.
57. Spreng RN, Stevens WD, Chamberlain JP, Gilmore AW, Schacter DL (2010) Default network activity, coupled with the frontoparietal control network, supports goaldirected cognition. Neuroimage 53(1):303-317.
58. Shannon BJ, et al. (2011) Premotor functional connectivity predicts impulsivity in juvenile offenders. Proc Natl Acad Sci USA 108(27):11241-11245.
59. Dennis EL, Thompson PM (2013) Mapping connectivity in the developing brain. Int J Dev Neurosci 31(7):525-542.
60. Fair DA, et al. (2012) Distinct neural signatures detected for ADHD subtypes after controlling for micro-movements in resting state functional connectivity MRI data. Front Syst Neurosci 6:80.
61. Sripada CS, et al. (2013) Distributed effects ofmethylphenidate on the network structure of the resting brain: A connectomic pattern classification analysis. Neuroimage 81:213-221.
62. Sripada C, et al. (2014) Volitional regulation of emotions produces distributed alterations in connectivity between visual, attention control, and default networks. Neuroimage 89:110-121.
63. Watanabe T, Kessler D, Scott C, Angstadt M, Sripada C (2014) Disease prediction based on functional connectomes using a scalable and spatially-informed support vector machine. Neuroimage 96:183-202.