Multimodal imaging of the self-regulating developing brain

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

Volumn 109, Issue 48, 2012, Pages 19620-19625

  Fjell, Anders M ^a   Walhovd, Kristine Beate ^a   Brown, Timothy T ^b,c   Kuperman, Joshua M ^b   Chung, Yoonho ^b,e   Hagler, Donald J ^b   Venkatraman, Vijay ^b   Cooper Roddey, J ^b   Erhart, Matthew ^b   McCabe, Connor ^e   Akshoomoff, Natacha ^b,e   Amaral, David G ^f   Bloss, Cinnamon S ^g   Libiger, Ondrej ^g   Darst, Burcu F ^g   Schork, Nicholas J ^g   Casey, B J ^h   Chang, Linda ⁱ   Ernst, Thomas M ⁱ   Gruen, Jeffrey R ^j   Kaufmann, Walter E ^k,l   Kenet, Tal ^m   Frazier, Jean ⁿ   Murray, Sarah S ^g   Sowell, Elizabeth R ^o,p   Van Zijl, Peter ^k   Mostofsky, Stewart ^k   Jernigan, Terry L ^b,d,e   Dale, Anders M ^b,c,d   more..

^a UNIVERSITY OF OSLO   (Norway)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

^d UNIVERSITY OF CALIFORNIA   (United States)

^e University of California   (United States)

^f UNIVERSITY OF CALIFORNIA   (United States)

^g SCRIPPS TRANSLATIONAL SCIENCE INSTITUTE   (United States)

^h WEILL CORNELL MEDICAL COLLEGE   (United States)

ⁱ UNIVERSITY OF HAWAII   (United States)

^j YALE UNIVERSITY SCHOOL OF MEDICINE   (United States)

^k JOHNS HOPKINS UNIVERSITY SCHOOL OF MEDICINE   (United States)

^l HARVARD MEDICAL SCHOOL   (United States)

^m MASSACHUSETTS GENERAL HOSPITAL   (United States)

ⁿ UNIVERSITY OF MASSACHUSETTS MEDICAL SCHOOL   (United States)

^o UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

^p CHILDREN S HOSPITAL LOS ANGELES   (United States)

more..

Author keywords

Cognitive conflict; Executive function; Inhibition; Morphometry

Indexed keywords

ADOLESCENT; ADULT; ANTERIOR CINGULATE; ARTICLE; ATTENTION; AUTOREGULATION; BRAIN CORTEX; BRAIN DEVELOPMENT; BRAIN MATURATION; CHILD; CONTROLLED STUDY; CORPUS CALLOSUM; DIFFUSION TENSOR IMAGING; DRIVE; EXECUTIVE FUNCTION; FEMALE; HUMAN; LEFT HEMISPHERE; MAJOR CLINICAL STUDY; MALE; MENTAL PERFORMANCE; MULTICENTER STUDY; NERVE FIBER; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; OCCIPITAL LOBE; PRESCHOOL CHILD; PRIORITY JOURNAL; REACTION TIME; SCHOOL CHILD; TASK PERFORMANCE;

EID: 84870344515     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1208243109     Document Type: Article

References (84)

1. Heatherton TF, Wagner DD (2011) Cognitive neuroscience of self-regulation failure. Trends Cogn Sci 15(3):132-139.
2. Hofmann W, Schmeichel BJ, Baddeley AD (2012) Executive functions and self-regulation. Trends Cogn Sci 16(3):174-180.
3. Willcutt EG, Doyle AE, Nigg JT, Faraone SV, Pennington BF (2005) Validity of the executive function theory of attention-deficit/hyperactivity disorder: A meta-analytic review. Biol Psychiatry 57(11):1336-1346.
4. Goldstein RZ, Volkow ND (2011) Dysfunction of the prefrontal cortex in addiction: Neuroimaging findings and clinical implications. Nat Rev Neurosci 12(11):652-669.
5. Quinn PD, Fromme K (2010) Self-regulation as a protective factor against risky drinking and sexual behavior. Psychol Addict Behav 24(3):376-385.
6. Rothbart MK, Sheese BE, Rueda MR, Posner MI (2011) Developing mechanisms of selfregulation in early life. Emot Rev 32):207-213.
7. Diamond A, Barnett WS, Thomas J, Munro S (2007) Preschool program improves cognitive control. Science 318(5855):1387-1388.
8. Duckworth AL, Seligman ME (2005) Self-discipline outdoes IQ in predicting academic performance of adolescents. Psychol Sci 16(12):939-944.
9. Pavuluri MN, et al. (2009) Diffusion tensor imaging study of white matter fiber tracts in pediatric bipolar disorder and attention-deficit/hyperactivity disorder. Biol Psychiatry 65(7):586-593.
10. 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.
11. Shaw P, et al. (2011) Cortical development in typically developing children with symptoms of hyperactivity and impulsivity: Support for a dimensional view of attention deficit hyperactivity disorder. Am J Psychiatry 168(2):143-151.
12. De Brito SA, et al. (2009) Size matters: Increased grey matter in boys with conduct problems and callous-unemotional traits. Brain 132(Pt 4):843-852.
13. Huebner T, et al. (2008) Morphometric brain abnormalities in boys with conduct disorder. J Am Acad Child Adolesc Psychiatry 47(5):540-547.
14. Eisenberg N, Smith CL, Spinrad TL (2011) Effortful control: Relations with emotion regulation, adjustment, and socialization in childhood. Handbook of Self-Regulation. Research, Theory and Applications, eds Vohs KD, Baumeister RF (Guilford, New York), 2nd Ed, pp 263-283.
15. Posner MI, Rothbart MK, Sheese BE, Tang Y (2007) The anterior cingulate gyrus and the mechanism of self-regulation. Cogn Affect Behav Neurosci 7(4):391-395.
16. Checa P, Rodriguez-Bailon R, Rueda MR (2008) Neurocognitive and temperamental systems of self-regulation and early adolescents' school competence. Mind. Brain and Education 2(4):177-187.
17. Espy KA, et al. (2004) The contribution of executive functions to emergent mathematic skills in preschool children. Dev Neuropsychol 26(1):465-486.
18. Rueda MR, Checa P, Rothbart MK (2010) Contributions of attentional control to social emotional and academic development. Early Educ Dev 21(5):744-764.
19. Checa P, Rueda MR (2011) Behavioral and brain measures of executive attention and school competence in late childhood. Dev Neuropsychol 36(8):1018-1032.
20. Simonds J, Kieras JE, Rueda MR, Rothbart MK (2007) Effortful control, executive attention, and emotional regulation in 7-10-year-old children. Cogn Dev 22:474-488.
21. Fair DA, et al. (2009) Functional brain networks develop from a "local to distributed"organization. PLoS Comput Biol 5(5):e1000381.
22. Posner MI (2012) Imaging attention networks. Neuroimage 61(2):450-456.
23. Faria AV, et al. (2010) Atlas-based analysis of neurodevelopment from infancy to adulthood using diffusion tensor imaging and applications for automated abnormality detection. Neuroimage 52(2):415-428.
24. Lebel C, Beaulieu C (2011) Longitudinal development of human brain wiring continues from childhood into adulthood. J Neurosci 31(30):10937-10947.
25. Lebel C, Walker L, Leemans A, Phillips L, Beaulieu C (2008) Microstructural maturation of the human brain from childhood to adulthood. Neuroimage 40(3):1044-1055.
26. Westlye LT, et al. (2010) Life-span changes of the human brain white matter: Diffusion tensor imaging (DTI) and volumetry. Cereb Cortex 20(9):2055-2068.
27. Tamnes CK, et al. (2010) Brain maturation in adolescence and young adulthood: Regional age-related changes in cortical thickness and white matter volume and microstructure. Cereb Cortex 20(3):534-548.
28. Casey BJ, et al. (1997) The role of the anterior cingulate in automatic and controlled processes: A developmental neuroanatomical study. Dev Psychobiol 30(1):61-69.
29. 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.
30. Walhovd KB, Fjell AM (2007) White matter volume predicts reaction time instability. Neuropsychologia 45(10):2277-2284.
31. Walhovd KB, et al. (2010) White matter characteristics and cognition in prenatally opiate- and polysubstance-exposed children: A diffusion tensor imaging study. AJNR Am J Neuroradiol 31(5):894-900.
32. Walhovd KB, Tamnes CK, Ostby Y, Due-Tønnessen P, Fjell AM (2012) Normal variation in behavioral adjustment relates to regional differences in cortical thickness in children. Eur Child Adolesc Psychiatry 21(3):133-140.
33. Walhovd KB, et al. (2007) Volumetric cerebral characteristics of children exposed to opiates and other substances in utero. Neuroimage 36(4):1331-1344.
34. Bush G (2011) Cingulate, frontal, and parietal cortical dysfunction in attention-deficit/ hyperactivity disorder. Biol Psychiatry 69(12):1160-1167.
35. Eriksen BA, Eriksen CW (1974) Effects of noise letters upon the identification of a target letter in a nonsearch task. Percept Psychophys 16:143-149.
36. Gershon RC, et al. (2010) Assessment of neurological and behavioural function: The NIH Toolbox. Lancet Neurol 9(2):138-139.
37. Zelazo PD, et al. Measuring executive function and attention. National Institutes of Health toolbox cognitive function battery validation for children between 3 and 15 years. Monogr Soc Res Child Dev, in press.
38. Rakic P (1995) A small step for the cell, a giant leap for mankind: A hypothesis of neocortical expansion during evolution. Trends Neurosci 18(9):383-388.
39. Panizzon MS, et al. (2009) Distinct genetic influences on cortical surface area and cortical thickness. Cereb Cortex 19(11):2728-2735.
40. Fjell AM, et al. (2010) When does brain aging accelerate? Dangers of quadratic fits in cross-sectional studies. Neuroimage 50(4):1376-1383.
41. Berger A, Kofman O, Livneh U, Henik A (2007) Multidisciplinary perspectives on attention and the development of self-regulation. Prog Neurobiol 82(5):256-286.
42. Davidson MC, Amso D, Anderson LC, Diamond A (2006) Development of cognitive control and executive functions from 4 to 13 years: Evidence from manipulations of memory, inhibition, and task switching. Neuropsychologia 44(11):2037-2078.
43. Luna B (2009) Developmental changes in cognitive control through adolescence. Adv Child Dev Behav 37:233-278.
44. Luna B, Padmanabhan A, O'Hearn K (2010) What has fMRI told us about the development of cognitive control through adolescence? Brain Cogn 72(1):101-113.
45. Ridderinkhof KR, van der Molen MW, Band GP, Bashore TR (1997) Sources of interference from irrelevant information: A developmental study. J Exp Child Psychol 65 (3):315-341.
46. Tamnes CK, et al. (2010) Neuroanatomical correlates of executive functions in children and adolescents: A magnetic resonance imaging (MRI) study of cortical thickness. Neuropsychologia 48(9):2496-2508.
47. Anderson P (2002) Assessment and development of executive function (EF) during childhood. Child Neuropsychol 8(2):71-82.
48. Bush G, Luu P, Posner MI (2000) Cognitive and emotional influences in anterior cingulate cortex. Trends Cogn Sci 4(6):215-222.
49. Casey BJ, et al. (2000) Dissociation of response conflict, attentional selection, and expectancy with functional magnetic resonance imaging. Proc Natl Acad Sci USA 97 (15):8728-8733.
50. Makris N, et al. (2010) Anterior cingulate volumetric alterations in treatment-naïve adults with ADHD: A pilot study. J Atten Disord 13(4):407-413.
51. Makris N, et al. (2007) Cortical thinning of the attention and executive function networks in adults with attention-deficit/hyperactivity disorder. Cereb Cortex 17(6): 1364-1375.
52. Westlye LT, Grydeland H, Walhovd KB, Fjell AM (2011) Associations between regional cortical thickness and attentional networks as measured by the attention network test. Cereb Cortex 21(2):345-356.
53. Penke L, et al. (2010) A general factor of brain white matter integrity predicts information processing speed in healthy older people. J Neurosci 30(22):7569-7574.
54. Tamnes CK, et al. (2011) The brain dynamics of intellectual development: Waxing and waning white and gray matter. Neuropsychologia 49(13):3605-3611.
55. Tamnes CK, et al. (2010) Intellectual abilities and white matter microstructure in development: A diffusion tensor imaging study. Hum Brain Mapp 31(10):1609-1625.
56. Schmithorst VJ, Wilke M, Dardzinski BJ, Holland SK (2005) Cognitive functions correlate with white matter architecture in a normal pediatric population: A diffusion tensor MRI study. Hum Brain Mapp 26(2):139-147.
57. Westlye LT, Walhovd KB, Bjørnerud A, Due-Tønnessen P, Fjell AM (2009) Error-related negativity is mediated by fractional anisotropy in the posterior cingulate gyrus-a study combining diffusion tensor imaging and electrophysiology in healthy adults. Cereb Cortex 19(2):293-304.
58. Schmithorst VJ, Yuan W (2010) White matter development during adolescence as shown by diffusion MRI. Brain Cogn 72(1):16-25.
59. Olson EA, et al. (2009) White matter integrity predicts delay discounting behavior in 9- to 23-year-olds: A diffusion tensor imaging study. J Cogn Neurosci 21(7):1406-1421.
60. Vestergaard M, et al. (2011) White matter microstructure in superior longitudinal fasciculus associated with spatial working memory performance in children. J Cogn Neurosci 23(9):2135-2146.
61. Madden DJ, et al. (2004) Diffusion tensor imaging of adult age differences in cerebral white matter: Relation to response time. Neuroimage 21(3):1174-1181.
62. Madden DJ, et al. (2009) Cerebral white matter integrity mediates adult age differences in cognitive performance. J Cogn Neurosci 21(2):289-302.
63. Vernooij MW, et al. (2009) White matter microstructural integrity and cognitive function in a general elderly population. Arch Gen Psychiatry 66(5):545-553.
64. Deary IJ, et al. (2006) White matter integrity and cognition in childhood and old age. Neurology 66(4):505-512.
65. Correia S, et al. (2008) Quantitative tractography metrics of white matter integrity in diffusion-tensor MRI. Neuroimage 42(2):568-581.
66. Turken A, et al. (2008) Cognitive processing speed and the structure of white matter pathways: Convergent evidence from normal variation and lesion studies. Neuroimage 42(2):1032-1044.
67. Kennedy KM, Raz N (2009) Aging white matter and cognition: Differential effects of regional variations in diffusion properties on memory, executive functions, and speed. Neuropsychologia 47(3):916-927.
68. Bucur B, et al. (2008) Age-related slowing of memory retrieval: Contributions of perceptual speed and cerebral white matter integrity. Neurobiol Aging 29(7): 1070-1079.
69. Grieve SM, Williams LM, Paul RH, Clark CR, Gordon E (2007) Cognitive aging, executive function, and fractional anisotropy: A diffusion tensor MR imaging study. AJNR Am J Neuroradiol 28(2):226-235.
70. Schulte T, Sullivan EV, Müller-Oehring EM, Adalsteinsson E, Pfefferbaum A (2005) Corpus callosal microstructural integrity influences interhemispheric processing: A diffusion tensor imaging study. Cereb Cortex 15(9):1384-1392.
71. O'Sullivan M, et al. (2001) Evidence for cortical " disconnection" as a mechanism of age-related cognitive decline. Neurology 57(4):632-638.
72. Shaw P, et al. (2006) Intellectual ability and cortical development in children and adolescents. Nature 440(7084):676-679.
73. Østby Y, Tamnes CK, Fjell AM, Walhovd KB (2011) Morphometry and connectivity of the fronto-parietal verbal working memory network in development. Neuropsychologia 49(14):3854-3862.
74. Botvinick MM, Braver TS, Barch DM, Carter CS, Cohen JD (2001) Conflict monitoring and cognitive control. Psychol Rev 108(3):624-652.
75. Dale AM, Fischl B, Sereno MI (1999) Cortical surface-based analysis. I. Segmentation and surface reconstruction. Neuroimage 9(2):179-194.
76. Fischl B, Sereno MI, Dale AM (1999) Cortical surface-based analysis. II: Inflation, flattening, and a surface-based coordinate system. Neuroimage 9(2):195-207.
77. Fischl B, et al. (2004) Sequence-independent segmentation of magnetic resonance images. Neuroimage 23(Suppl 1):S69-S84.
78. Fischl B, et al. (2004) Automatically parcellating the human cerebral cortex. Cereb Cortex 14(1):11-22.
79. Fischl B, Dale AM (2000) Measuring the thickness of the human cerebral cortex from magnetic resonance images. Proc Natl Acad Sci USA 97(20):11050-11055.
80. Jovicich J, et al. (2006) Reliability in multi-site structural MRI studies: Effects of gradient non-linearity correction on phantom and human data. Neuroimage 30(2): 436-443.
81. Holland D, Dale AM; Alzheimer's Disease Neuroimaging Initiative (2011) Nonlinear registration of longitudinal images and measurement of change in regions of interest. Med Image Anal 15(4):489-497.
82. Hagler DJ, Jr., et al. (2009) Automated white-matter tractography using a probabilistic diffusion tensor atlas: Application to temporal lobe epilepsy. Hum Brain Mapp 30(5):1535-1547.
83. Hagler DJ, Jr., Saygin AP, Sereno MI (2006) Smoothing and cluster thresholding for cortical surface-based group analysis of fMRI data. Neuroimage 33(4):1093-1103.
84. Hayasaka S, Nichols TE (2003) Validating cluster size inference: Random field and permutation methods. Neuroimage 20(4):2343-2356.