Neural predictors of chocolate intake following chocolate exposure

Appetite

Volumn 87, Issue , 2015, Pages 98-107

  Frankort, Astrid ^a   Roefs, Anne ^a   Siep, Nicolette ^a   Roebroeck, Alard ^a   Havermans, Remco ^a   Jansen, Anita ^a  

^a MAASTRICHT UNIVERSITY   (Netherlands)

Author keywords

Brain as predictor; Cue reactivity; FMRI; Food craving; Food reward

Indexed keywords

ARTICLE; BRAIN CORTEX; BRAIN FUNCTION; BRAIN REGION; CACAO; CAUDATE NUCLEUS; CONTROLLED STUDY; EXECUTIVE FUNCTION; EXPERIMENTAL DESIGN; EXPOSURE; FOOD INTAKE; FRONTOPOLAR CORTEX; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUNGER; NEUROIMAGING; TASTE ACUITY; ADOLESCENT; ADULT; ASSOCIATION; BRAIN; CONTROLLED CLINICAL TRIAL; CRAVING; EATING; FEEDING BEHAVIOR; FEMALE; MOTIVATION; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; PSYCHOLOGY; PSYCHOPHYSIOLOGY; REWARD; SELF REPORT; TASTE; YOUNG ADULT;

ADOLESCENT; ADULT; BRAIN; CACAO; CRAVING; CUES; EATING; FEEDING BEHAVIOR; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MOTIVATION; NEUROIMAGING; REWARD; SATIETY RESPONSE; SELF REPORT; TASTE; YOUNG ADULT;

EID: 84920702230     PISSN: 01956663     EISSN: 10958304     Source Type: Journal    
DOI: 10.1016/j.appet.2014.12.204     Document Type: Article

References (68)

1. Batterink L., Yokum S., Stice E. Body mass correlates inversely with inhibitory control in response to food among adolescent girls. An fMRI study. Neuroimage 2010, 52:1696-1703.
2. Benton D., Greenfield K., Morgan M. The development of the attitudes to chocolate questionnaire. Personality and Individual Differences 1998, 24:513-520.
3. Berridge K.C., Ho C.-Y., Richard J.M., DiFeliceantonio A.G. The tempted brain eats. Pleasure and desire circuits in obesity and eating disorders. Brain Research 2010, 1350:43-64.
4. Berthoud H.R., Lenard N.R., Shin A.C. Food reward, hyperphagia, and obesity. American Journal of Physiology-Regulatory Integrative and Comparative Physiology 2011, 300:R1266-R1277.
5. Boutelle K.N., Zucker N.L., Peterson C.B., Rydell S.A., Cafri G., Harnack L. Two novel treatments to reduce overeating in overweight children. A randomized controlled trial. Journal of Consulting and Clinical Psychology 2011, 79:759-771.
6. BrainInnovation BrainVoyager QX (Version 2.4.1.2052, 32-bit) [Computer software]. http://www.brainvoyager.com.
7. Carnell S., Gibson C., Benson L., Ochner C.N., Geliebter A. Neuroimaging and obesity. Current knowledge and future directions. Obesity Reviews 2012, 13:43-56.
8. Coutlee C.G., Huettel S.A. The functional neuroanatomy of decision making. Prefrontal control of thought and action. Brain Research 2012, 1428:3-12.
9. Cramer K., Hartleib M. The attitudes to chocolate questionnaire. A psychometric evaluation. Personality and Individual Differences 2001, 31:931-942.
10. Deichmann R., Good C.D., Josephs O., Ashburner J., Turner R. Optimization of 3-D MP-RAGE sequences for structural brain imaging. Neuroimage 2000, 12:112-127.
11. Deichmann R., Gottfried J.A., Hutton C., Turner R. Optimized EPI for fMRI studies of the orbitofrontal cortex. Neuroimage 2003, 19:430-441.
12. Falk E.B., Berkman E.T., Mann T., Harrison B., Lieberman M.D. Predicting persuasion-induced behavior change from the brain. Journal of Neuroscience 2010, 30:8421-8424.
13. Falk E.B., Berkman E.T., Whalen D., Lieberman M.D. Neural activity during health messaging predicts reductions in smoking above and beyond self-report. Health Psychology 2011, 30:177-185.
14. Figner B., Knoch D., Johnson E.J., Krosch A.R., Lisanby S.H., Fehr E., et al. Lateral prefrontal cortex and self-control in intertemporal choice. Nature Neuroscience 2010, 13:538-539.
15. 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. Magnetic Resonance in Medicine 1995, 33:636-647.
16. Frankort A., Roefs A., Siep N., Roebroeck A., Havermans R., Jansen A. Reward activity in satiated overweight women is decreased during unbiased viewing but increased when imagining taste. An event-related fMRI study. International Journal of Obesity (2005) 2012, 36:627-637.
17. Frankort A., Roefs A., Siep N., Roebroeck A., Havermans R., Jansen A. The craving stops before you feel it. Neural correlates of chocolate craving during cue exposure with response prevention. Cerebral Cortex (New York, N.Y.: 1991) 2013, [Epub ahead of print].
18. Friston K.J., Fletcher P., Josephs O., Holmes A., Rugg M.D., Turner R. Event-related fMRI. Characterizing differential responses. Neuroimage 1998, 7:30-40.
19. Goebel R., Esposito F., Formisano E. Analysis of functional image analysis contest (FIAC) data with brainvoyager QX. From single-subject to cortically aligned group general linear model analysis and self-organizing group independent component analysis. Human Brain Mapping 2006, 27:392-401.
20. Gorelick D.A., Kim Y.K., Bencherif B., Boyd S.J., Nelson R., Copersino M., et al. Imaging brain mu-opioid receptors in abstinent cocaine users. Time course and relation to cocaine craving. Biological Psychiatry 2005, 57:1573-1582.
21. Grüsser S.M., Wrase J., Klein S., Hermann D., Smolka M.N., Ruf M., et al. Cue-induced activation of the striatum and medial prefrontal cortex is associated with subsequent relapse in abstinent alcoholics. Psychopharmacology 2004, 175:296-302.
22. Hare T.A., Malmaud J., Rangel A. Focusing attention on the health aspects of foods changes value signals in vmPFC and improves dietary choice. The Journal of Neuroscience: The Official Journal of the Society for Neuroscience 2011, 31:11077-11087.
23. Herman C.P., Mack D. Restrained and unrestrained eating. Journal of Personality 1975, 43:647-660.
24. Herman C.P., Polivy J. Restrained eating. Obesity 1980, 208-225. Saunders, Philadelphia. A.J. Stunkard (Ed.).
25. Jansen A., Broekmate J., Heymans M. Cue-exposure vs self-control in the treatment of binge eating. A pilot study. Behaviour Research and Therapy 1992, 30:235-241.
26. Jansen A., Havermans R., Nederkoorn C. Cued overeating. Handbook of Behavior, Food and Nutrition 2011, 1431-1443. Springer New York, New York. V.R. Preedy, R.R. Watson, C.R. Martin (Eds.).
27. Jansen A., Van den Hout M.A., De Loof C., Zandbergen J., Griez E. A case of bulimia successfully treated by cue exposure. Journal of Behavior Therapy and Experimental Psychiatry 1989, 20:327-332.
28. Kennedy S.H., Katz R., Neitzert C.S., Ralevski E., Mendlowitz S. Exposure with response prevention treatment of anorexia nervosa-bulimic subtype and bulimia nervosa. Behaviour Research and Therapy 1995, 33:685-689.
29. Kishinevsky F.I., Cox J.E., Murdaugh D.L., Stoeckel L.E., Cook E.W., Weller R.E. fMRI reactivity on a delay discounting task predicts weight gain in obese women. Appetite 2012, 58:582-592.
30. Koppelstaetter F., Poeppel T.D., Siedentopf C.M., Ischebeck A., Kolbitsch C., Mottaghy F.M., et al. Caffeine and cognition in functional magnetic resonance imaging. Journal of Alzheimer's Disease 2010, 20(Suppl. 1):S71-S84.
31. Kosten T.R., Scanley B.E., Tucker K.A., Oliveto A., Prince C., Sinha R., et al. Cue-induced brain activity changes and relapse in cocaine-dependent patients. Neuropsychopharmacology 2006, 31:644-650.
32. Kringelbach M.L. The hedonic brain. A functional neuroanatomy of human pleasure. Pleasures of the Brain 2009, 202-221. Oxford University Press, New York. M.L. Kringelbach, K.C. Berridge (Eds.).
33. Lancaster J.L., Woldorff M.G., Parsons L.M., Liotti M., Freitas C.S., Rainey L., et al. Automated Talairach atlas labels for functional brain mapping. Human Brain Mapping 2000, 10:120-131.
34. Lawrence N.S., Hinton E.C., Parkinson J.A., Lawrence A.D. Nucleus accumbens response to food cues predicts subsequent snack consumption in women and increased body mass index in those with reduced self-control. Neuroimage 2012, 63:415-422.
35. Martinez-Mallén E., Castro-Fornieles J., Lázaro L., Moreno E., Morer A., Font E., et al. Cue exposure in the treatment of resistant adolescent bulimia nervosa. The International Journal of Eating Disorders 2007, 40:596-601.
36. Mehta S., Melhorn S.J., Smeraglio A., Tyagi V., Grabowski T., Schwartz M.W., et al. Regional brain response to visual food cues is a marker of satiety that predicts food choice. The American Journal of Clinical Nutrition 2012, 96:989-999.
37. Mugler J.P., Brookeman J.R. Three-dimensional magnetization-prepared rapid gradient-echo imaging (3D MP RAGE). Magnetic Resonance in Medicine 1990, 15:152-157.
38. Murdaugh D.L., Cox J.E., Cook E.W., Weller R.E. fMRI reactivity to high-calorie food pictures predicts short- and long-term outcome in a weight-loss program. Neuroimage 2012, 59:2709-2721.
39. Müller J., Dettmer D., Macht M. The attitudes to chocolate questionnaire. Psychometric properties and relationship to dimensions of eating. Appetite 2008, 50:499-505.
40. Nisbett R.E., Wilson T.D. Telling more than we can know. Verbal reports on mental processes. Psychological Review 1977, 84:231-259.
41. Petrides M. Lateral prefrontal cortex. Architectonic and functional organization. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences 2005, 360:781-795.
42. Pochon J.B., Levy R., Fossati P., Lehericy S., Poline J.B., Pillon B., et al. The neural system that bridges reward and cognition in humans. An fMRI study. Proceedings of the National Academy of Sciences of the United States of America 2002, 99:5669-5674.
43. PST E-Prime (Version 2.0.8.90) [Computer software]. http://www.pstnet.com.
44. Ramnani N., Owen A.M. Anterior prefrontal cortex. Insights into function from anatomy and neuroimaging. Nature Reviews. Neuroscience 2004, 5:184-194.
45. Rolls E.T. Taste, olfactory and food texture reward processing in the brain and obesity. International Journal of Obesity (2005) 2011, 35:550-561.
46. Rothemund Y., Preuschhof C., Bohner G., Bauknecht H.-C., Klingebiel R., Flor H., et al. Differential activation of the dorsal striatum by high-calorie visual food stimuli in obese individuals. Neuroimage 2007, 37:410-421.
47. Scagliusi F.B., Polacow V.O., Cordás T.A., Coelho D., Alvarenga M., Philippi S.T., et al. Test-retest reliability and discriminant validity of the Restraint Scale translated into Portuguese. Eating Behaviors 2005, 6:85-93.
48. Schwarz N., Oyserman D. Asking questions about behavior. Cognition, communication, and questionnaire construction. The American Journal of Evaluation 2001, 22:127-160.
49. Small D.M. Individual differences in the neurophysiology of reward and the obesity epidemic. International Journal of Obesity (2005) 2009, 33(Suppl. 2):S44-S48.
50. Small D.M., Jones-Gotman M., Dagher A. Feeding-induced dopamine release in dorsal striatum correlates with meal pleasantness ratings in healthy human volunteers. Neuroimage 2003, 19:1709-1715.
51. Small D.M., Zatorre R.J., Dagher A., Evans A.C., Jones-Gotman M. Changes in brain activity related to eating chocolate. From pleasure to aversion. Brain: A Journal of Neurology 2001, 124:1720-1733.
52. Smeets P.A.M., Charbonnier L., Van Meer F., Van der Laan L.N., Spetter M.S. Food-induced brain responses and eating behaviour. The Proceedings of the Nutrition Society 2012, 71:511-520.
53. Spetter M.S., de Graaf C., Viergever M.A., Smeets P.A.M. Anterior cingulate taste activation predicts ad libitum intake of sweet and savory drinks in healthy, normal-weight men. The Journal of Nutrition 2012, 142:795-802.
54. Stice E., Yokum S., Bohon C., Marti N., Smolen A. Reward circuitry responsivity to food predicts future increases in body mass. Moderating effects of DRD2 and DRD4. Neuroimage 2010, 50:1618-1625.
55. Stoeckel L.E., Murdaugh D.L., Cox J.E., Cook E.W., Weller R.E. Greater impulsivity is associated with decreased brain activation in obese women during a delay discounting task. Brain Imaging and Behavior 2013, 7:116-128.
56. Stoeckel L.E., Weller R.E., Cook E.W., Twieg D.B., Knowlton R.C., Cox J.E. Widespread reward-system activation in obese women in response to pictures of high-calorie foods. Neuroimage 2008, 41:636-647.
57. Swinburn B.A., Sacks G., Lo S.K., Westerterp K.R., Rush E.C., Rosenbaum M., et al. Estimating the changes in energy flux that characterize the rise in obesity prevalence. The American Journal of Clinical Nutrition 2009, 89:1723-1728.
58. Talairach J., Tournoux P. Co-Planar Stereotaxic Atlas of the Human Brain: 3-Dimensional Proportional System. An Approach to Cerebral Imaging 1988, Thieme Medical Publishers, New York.
59. Toro J., Cervera M., Feliu M.H., Garriga N., Jou M., Martinez E., et al. Cue exposure in the treatment of resistant bulimia nervosa. The International Journal of Eating Disorders 2003, 34:227-234.
60. Uher R., Treasure J. Brain lesions and eating disorders. Journal of Neurology, Neurosurgery, and Psychiatry 2005, 76:852-857.
61. Van der Laan L.N., De Ridder D.T.D., Viergever M.A., Smeets P.A.M. Appearance matters. Neural correlates of food choice and packaging aesthetics. PLoS ONE 2012, 7:e41738.
62. Van der Laan L.N., De Ridder D., Viergever M., Smeets P. The first taste is always with the eyes. A meta-analysis on the neural correlates of processing visual food cues. Neuroimage 2011, 55:296-303.
63. Van Gucht D., Vansteenwegen D., Beckers T., Hermans D., Baeyens F., Van den Bergh O. Repeated cue exposure effects on subjective and physiological indices of chocolate craving. Appetite 2008, 50:19-24.
64. Van Strien T., Herman C.P., Engels R.C.M.E., Larsen J.K., Van Leeuwe J.F.J. Construct validation of the Restraint Scale in normal-weight and overweight females. Appetite 2007, 49:109-121.
65. Weiskopf N., Hutton C., Josephs O., Turner R., Deichmann R. Optimized EPI for fMRI studies of the orbitofrontal cortex. Compensation of susceptibility-induced gradients in the readout direction. Magma (New York, N.Y.) 2007, 20:39-49.
66. Williamson D.A., Martin C.K., York-Crowe E., Anton S.D., Redman L.M., Han H., et al. Measurement of dietary restraint. Validity tests of four questionnaires. Appetite 2007, 48:183-192.
67. Yokum S., Ng J., Stice E. Attentional bias to food images associated with elevated weight and future weight gain. An fMRI Study. Obesity 2011, 19:1775-1783.
68. Yokum S., Ng J., Stice E. Relation of regional gray and white matter volumes to current BMI and future increases in BMI. A prospective MRI study. International Journal of Obesity (2005) 2012, 1-9.