The negative association of childhood obesity to cognitive control of action monitoring

Cerebral Cortex

Volumn 24, Issue 3, 2014, Pages 654-662

  Kamijo, Keita ^a   Pontifex, Matthew B ^b   Khan, Naiman A ^c   Raine, Lauren B ^d   Scudder, Mark R ^d   Drollette, Eric S ^d   Evans, Ellen M ^e   Castelli, Darla M ^f   Hillman, Charles H ^d  

^a WASEDA UNIVERSITY   (Japan)

^b MICHIGAN STATE UNIVERSITY   (United States)

^c Division of Nutritional Sciences   (United States)

^d 317 Louise Freer Hall ^*  (United States)

^e UNIVERSITY OF GEORGIA   (United States)

^f UNIVERSITY OF TEXAS AT AUSTIN   (United States)

Author keywords

anterior cingulate cortex; body mass index; cognitive health; error related negativity; preadolescent children

Indexed keywords

ANTERIOR CINGULATE CORTEX; BODY MASS INDEX; COGNITIVE HEALTH; ERROR-RELATED NEGATIVITY; PREADOLESCENT CHILDREN;

ABSORPTIOMETRY, PHOTON; BODY COMPOSITION; BODY WEIGHT; CHILD; COGNITION DISORDERS; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; EXERCISE TEST; FEMALE; HUMANS; LONGITUDINAL STUDIES; MALE; MULTIVARIATE ANALYSIS; NEUROPSYCHOLOGICAL TESTS; OBESITY; REACTION TIME; STATISTICS AS TOPIC;

EID: 84894260356     PISSN: 10473211     EISSN: 14602199     Source Type: Journal    
DOI: 10.1093/cercor/bhs349     Document Type: Article

References (70)

1. American College of Sports Medicine. 2006. ACSM's guidelines for exercise testing and prescription. 7th ed. New York: Lippincott Williams & Wilkins.
2. Andrews-Hanna JR, Mackiewicz Seghete KL, Claus ED, Burgess GC, Ruzic L, Banich MT. 2011. Cognitive control in adolescence: neural underpinnings and relation to self-report behaviors. PloS One. 6: e21598.
3. Bar-Or O. 1983. Pediatric sports medicine for the practitioner: from physiologic principles to clinical applications. New York: Springer-Verlag.
4. Birnbaum AS, Lytle LA, Murray DM, Story M, Perry CL, Boutelle KN. 2002. Survey development for assessing correlates of young adolescents' eating. Am J Health Behav. 26:284-295.
5. Blair C, Razza RP. 2007. Relating effortful control, executive function, and false belief understanding to emerging math and literacy ability in kindergarten. Child Dev. 78:647-663.
6. Botvinick MM, Braver TS, Barch DM, Carter CS, Cohen JD. 2001. Conflict monitoring and cognitive control. Psychol Rev. 108:624-652.
7. Braver TS. 2012. The variable nature of cognitive control: a dual mechanisms framework. Trends Cogn Sci. 16:106-113.
8. Braver TS, Gray JR, Burgess GC. 2007. Explaining the many varieties of working memory variation: dual mechanisms of cognitive control. In: Conway ARA, Jarrold C, Kane MJ, Miyake A, Towse JN, editors. Variation in working memory. New York: Oxford University Press. p. 76-106.
9. Bull R, Scerif G. 2001. Executive functioning as a predictor of children's mathematics ability: inhibition, switching, and working memory. Dev Neuropsychol. 19:273-293.
10. Carter CS, Braver TS, Barch DM, Botvinick MM, Noll D, Cohen JD. 1998. Anterior cingulate cortex, error detection, and the online monitoring of performance. Science. 280:747-749.
11. Carter CS, van Veen V. 2007. Anterior cingulate cortex and conflict detection: an update of theory and data. Cogn Affect Behav Neurosci. 7:367-379.
12. Castelli DM, Hillman CH, Buck SM, Erwin HE. 2007. Physical fitness and academic achievement in third-and fifth-grade students. J Sport Exerc Psychol. 29:239-252.
13. Chatham CH, Frank MJ, Munakata Y. 2009. Pupillometric and behavioral markers of a developmental shift in the temporal dynamics of cognitive control. Proc Natl Acad Sci USA. 106:5529-5533.
14. Coles MG, Scheffers MK, Holroyd CB. 2001. Why is there an ERN/Ne on correct trials? Response representations, stimulus-related components, and the theory of error-processing. Biol Psychol. 56: 173-189.
15. Compumedics Neuroscan. 2003. Offline analysis of acquired data. (SCAN 4.3-Vol. II, EDIT 4.3) [Software Manual]. El Paso (TX).
16. Cserjesi R, Molnar D, Luminet O, Lenard L. 2007. Is there any relationship between obesity and mental flexibility in children? Appetite. 49:675-678.
17. Datar A, Sturm R. 2006. Childhood overweight and elementary school outcomes. Int J Obes. 30:1449-1460.
18. Davies PL, Segalowitz SJ, Gavin WJ. 2004. Development of responsemonitoring ERPs in 7-to 25-year-olds. Dev Neuropsychol. 25:355-376.
19. Dehaene S, Posner MI, Tucker DM. 1994. Localization of a neural system for error detection and compensation. Psychol Sci. 5:303-305.
20. De Pisapia N, Braver TS. 2006. A model of dual control mechanisms through anterior cingulate and prefrontal cortex interactions. Neurocomputing. 69:1322-1326.
21. Diamond A. 2006. The early development of executive functions. In: Bialystok E, Craik FIM, editors. Lifespan cognition: mechanisms of change. New York: Oxford University Press. p. 70-95.
22. Diamond A, Lee K. 2011. Interventions shown to aid executive function development in children 4-12 years old. Science. 333:959-964.
23. Donnelly JE, Greene JL, Gibson CA, Smith BK, Washburn RA, Sullivan DK, DuBose K, Mayo MS, Schmelzle KH, Ryan JJ et al. 2009. Physical Activity Across the Curriculum (PAAC): a randomized controlled trial to promote physical activity and diminish overweight and obesity in elementary school children. Prev Med. 49:336-341.
24. DuPaul GJ, Power TJ, Anastopoulos AD, Reid R. 1998. ADHD Rating Scale-IV: checklists, norms, and clinical interpretation. New York: Guilford Press.
25. Ebbeling CB, Pawlak DB, Ludwig DS. 2002. Childhood obesity: public-health crisis, common sense cure. Lancet. 360:473-482.
26. Eriksen BA, Eriksen CW. 1974. Effects of noise letters upon the identification of a target letter in a nonresearch task. Percept Psychophys. 16:143-149.
27. Falkenstein M, Hohnsbein J, Hoormann J, Blanke L. 1991. Effects of crossmodal divided attention on late ERP components. II. Error processing in choice reaction tasks. Electroencephalogr Clin Neurophysiol. 78:447-455.
28. Falkenstein M, Hoormann J, Hohnsbein J. 2001. Changes of errorrelated ERPs with age. Exp Brain Res. 138:258-262.
29. Freedson PS, Goodman TL. 1993. Measurement of oxygen consumption. In: Rowland TW, editor. Pediatric laboratory exercise testing: clinical guidelines. Champaign (IL): Human Kinetics. p. 91-113.
30. Friedman D, Nessler D, Cycowicz YM, Horton C. 2009. Development of and change in cognitive control: a comparison of children, young adults, and older adults. Cogn Affect Behav Neurosci. 9:91-102.
31. Gehring WJ, Goss B, Coles MGH, Meyer DE, Donchin E. 1993. A neural system for error detection and compensation. Psychol Sci. 4:385-390.
32. Gehring WJ, Knight RT. 2000. Prefrontal-cingulate interactions in action monitoring. Nat Neurosci. 3:516-520.
33. Goran M, Fields DA, Hunter GR, Herd SL, Weinsier RL. 2000. Total body fat does not influence maximal aerobic capacity. Int J Obes Relat Metab Disord. 24:841-848.
34. Gunstad J, Spitznagel MB, Paul RH, Cohen RA, Kohn M, Luyster FS, Clark R, Williams LM, Gordon E. 2008. Body mass index and neuropsychological function in healthy children and adolescents. Appetite. 50:246-251.
35. Hillman CH, Erickson KI, Kramer AF. 2008. Be smart, exercise your heart: exercise effects on brain and cognition. Nat Rev Neurosci. 9:58-65.
36. Hillman CH, Pontifex MB, Motl RW, O'Leary KC, Johnson CR, Scudder MR, Raine LB, Castelli DM. 2012. From ERPs to academics. Dev Cogn Neurosci. 2S:S90-S98.
37. Hirsh JB, Inzlicht M. 2010. Error-related negativity predicts academic performance. Psychophysiology. 47:192-196.
38. Hollar D, Lombardo M, Lopez-Mitnik G, Hollar TL, Almon M, Agatston AS, Messiah SE. 2010. Effective multi-level, multi-sector, school-based obesity prevention programming improves weight, blood pressure, and academic performance, especially among lowincome, minority children. J Health Care Poor Underserved. 21:93-108.
39. Hollar D, Messiah SE, Lopez-Mitnik G, Hollar TL, Almon M, Agatston AS. 2010. Effect of a two-year obesity prevention intervention on percentile changes in body mass index and academic performance in low-income elementary school children. Am J Public Health. 100:646-653.
40. Holroyd CB, Coles MG. 2002. The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity. Psychol Rev. 109:679-709.
41. Holroyd CB, Dien J, Coles MGH. 1998. Error-related scalp potentials elicited by hand and foot movements: evidence for an output-independent error-processing system in humans. Neurosci Lett. 242:65-68.
42. Kamijo K, Khan NA, Pontifex MB, Scudder MR, Drollette ES, Raine LB, Castelli DM, Evans EM, Hillman CH. Forthcoming. The relation of adiposity to cognitive control and scholastic achievement in preadolescent children. Obesity.
43. Kaufman AS, Kaufman NL. 1990. Kaufman Brief Intelligence Test manual. Circle Pines (MN): American Guidance Service.
44. Kerns JG, Cohen JD, MacDonald AW 3rd, Cho RY, Stenger VA, Carter CS. 2004. Anterior cingulate conflict monitoring and adjustments in control. Science. 303:1023-1026.
45. Kuczmarski RJ, Ogden CL, Grummer-Strawn LM, Flegal KM, Guo SS, Wei R, Mei Z, Curtin LR, Roche AF, Johnson CL. 2000. CDC growth charts: United States. Adv Data. 314:1-27.
46. Ladouceur CD, Dahl RE, Carter CS. 2007. Development of action monitoring through adolescence into adulthood: ERP and source localization. Dev Sci. 10:874-891.
47. Latzman RD, Elkovitch N, Young J, Clark LA. 2010. The contribution of executive functioning to academic achievement among male adolescents. J Clin Exp Neuropsychol. 32:455-462.
48. Li Y, Dai Q, Jackson JC, Zhang J. 2008. Overweight is associated with decreased cognitive functioning among school-age children and adolescents. Obesity. 16:1809-1815.
49. Lokken KL, Boeka AG, Austin HM, Gunstad J, Harmon CM. 2009. Evidence of executive dysfunction in extremely obese adolescents: a pilot study. Surg Obes Relat Dis. 5:547-552.
50. Mathewson KJ, Dywan J, Segalowitz SJ. 2005. Brain bases of errorrelated ERPs as influenced by age and task. Biol Psychol. 70:88-104.
51. Mezzacappa E. 2004. Alerting, orienting, and executive attention: developmental properties and sociodemographic correlates in an epidemiological sample of young, urban children. Child Dev. 75:1373-1386.
52. Miller EK, Cohen JD. 2001. An integrative theory of prefrontal cortex function. Annu Rev Neurosci. 24:167-202.
53. Miltner WH, Lemke U, Weiss T, Holroyd C, Scheffers MK, Coles MG. 2003. Implementation of error-processing in the human anterior cingulate cortex: a source analysis of the magnetic equivalent of the error-related negativity. Biol Psychol. 64:157-166.
54. Nieuwenhuis S, Ridderinkhof KR, Blom J, Band GPH, Kok A. 2001. Error-related brain potentials are differentially related to awareness of response errors: evidence from an antisaccade task. Psychophysiology. 38:752-760.
55. Olvet DM, Hajcak G. 2009. The stability of error-related brain activity with increasing trials. Psychophysiology. 46:957-961.
56. Pietrobelli A, Faith MS, Allison DB, Gallagher D, Chiumello G, Heymsfield SB. 1998. Body mass index as a measure of adiposity among children and adolescents: a validation study. J Pediatr. 132:204-210.
57. Pontifex MB, Raine LB, Johnson CR, Chaddock L, Voss MW, Cohen NJ, Kramer AF, Hillman CH. 2011. Cardiorespiratory fitness and the flexible modulation of cognitive control in preadolescent children. J Cogn Neurosci. 23:1332-1345.
58. Pontifex MB, Scudder MR, Brown ML, O'Leary KC, Wu CT, Themanson JR, Hillman CH. 2010. On the number of trials necessary for stabilization of error-related brain activity across the life span. Psychophysiology. 47:767-773.
59. Rabbitt PMA. 1966. Errors and error correction in choice-response tasks. J Exp Psychol. 71:264-272.
60. Roberts CK, Freed B, McCarthy WJ. 2010. Low aerobic fitness and obesity are associated with lower standardized test scores in children. J Pediatr. 156:711-718, 718, e711.
61. Santesso DL, Segalowitz SJ, Schmidt LA. 2006. Error-related electrocortical responses in 10-year-old children and young adults. Dev Sci. 9:473-481.
62. Scheffers MK, Coles MG, Bernstein P, Gehring WJ, Donchin E. 1996. Event-related brain potentials and error-related processing: an analysis of incorrect responses to go and no-go stimuli. Psychophysiology. 33:42-53.
63. Shrewsbury V, Wardle J. 2008. Socioeconomic status and adiposity in childhood: a systematic review of cross-sectional studies 1990-2005.Obesity. 16:275-284.
64. Smith E, Hay P, Campbell L, Trollor JN. 2011. A review of the association between obesity and cognitive function across the lifespan: implications for novel approaches to prevention and treatment. Obes Rev. 12:740-755.
65. Swinburn BA, Sacks G, Hall KD, McPherson K, Finegood DT, Moodie ML, Gortmaker SL. 2011. The global obesity pandemic: shaped by global drivers and local environments. Lancet. 378: 804-814.
66. Torpey DC, Hajcak G, Kim J, Kujawa A, Klein DN. 2012. Electrocortical and behavioral measures of response monitoring in young children during a Go/No-Go task. Dev Psychobiol. 54:139-150.
67. Utter AC, Robertson RJ, Nieman DC, Kang J. 2002. Children's OMNI scale of perceived exertion: walking/running evaluation. Med Sci Sports Exerc. 34:139-144.
68. van Veen V, Carter CS. 2002. The timing of action-monitoring processes in the anterior cingulate cortex. J Cogn Neurosci. 14:593-602.
69. Wiersema JR, van der Meere JJ, Roeyers H. 2007. Developmental changes in error monitoring: an event-related potential study. Neuropsychologia. 45:1649-1657.
70. Yeung N, Botvinick MM, Cohen JD. 2004. The neural basis of error detection: conflict monitoring and the error-related negativity. Psychol Rev. 111:931-959.