Relation of dietary restraint scores to activation of reward-related brain regions in response to food intake, anticipated intake, and food pictures

NeuroImage

Volumn 55, Issue 1, 2011, Pages 233-239

  Burger, Kyle S ^a   Stice, Eric ^a  

^a OREGON RESEARCH INSTITUTE   (United States)

Author keywords

Anticipation and receipt; Binge eating; Bulimia nervosa; Dietary restraint; Dieting; DLPFC; FMRI; Food intake; Food pictures; Obesity; OFC

Indexed keywords

ADOLESCENT; ARTICLE; BRAIN REGION; DIET RESTRICTION; FEMALE; FOOD INTAKE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; NORMAL HUMAN; ORBITAL CORTEX; PREFRONTAL CORTEX; PRIORITY JOURNAL; REWARD; SCORING SYSTEM;

ADOLESCENT; ANTICIPATION, PSYCHOLOGICAL; BRAIN; CALORIC RESTRICTION; EATING; FEMALE; FOOD; HUMANS; IMAGINATION; MAGNETIC RESONANCE IMAGING; REWARD; VISUAL PERCEPTION;

EID: 78951494557     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2010.12.009     Document Type: Article

References (102)

1. Ahern A., Field M., Spoor S., Bohon C., Stice E. Relation of dietary restraint scores to cognitive biases and reward sensitivity. Appetite 2010, 55:61-68.
2. American Psychiatric Assn Diagnostic and statistical manual of mental disorders 1994, American Psychiatric Publishing, Inc, Arlington, VA, US. 4th ed.
3. Aron A.R., Behrens T.E., Smith S., Frank M.J., Poldrack R.A. Triangulating a cognitive control network using diffusion-weighted magnetic resonance imaging (MRI) and functional MRI. J. Neurosci. 2007, 27(14):3743-3752.
4. Bathalon G.P., Tucker K.L., Hays N.P., Vinken A.G., Greenberg A.S., McCrory M.A., et al. Psychological measures of eating behavior and the accuracy of 3 common dietary assessment methods in healthy postmenopausal women. Am. J. Clin. Nutr. 2000, 71(3):739-745.
5. Bossert S., Laessle R.G., Meiller C., Junker M., Ellgring H., Pirke K.M. Visual palatability of food in patients with eating disorders and dieting women. Behav. Res. Ther. 1991, 29(4):337-341.
6. Bulik C.M., Lawson R.H., Carter F.A. Salivary reactivity in restrained and unrestrained eaters and women with bulimia nervosa. Appetite 1996, 27(1):15-24.
7. Cohen J. Statistical power analysis for the behavioral sciences 1988, Lawewnce Erlbaum Associates, Hisdale. 2nd ed.
8. Coletta M., Platek S., Mohamed F.B., van Steenburgh J.J., Green D., Lowe M.R. Brain activation in restrained and unrestrained eaters: an fMRI study. J. Abnorm. Psychol. 2009, 118(3):598-609.
9. Cornier M.A., Salzberg A.K., Endly D.C., Bessesen D.H., Rojas D.C., Tregellas J.R. The effects of overfeeding on the neuronal response to visual food cues in thin and reduced-obese individuals. PLoS ONE 2009, 4(7):e6310.
10. Davis C., Strachan S., Berkson M. Sensitivity to reward: implications for overeating and overweight. Appetite 2004, 42(2):131-138.
11. Dawe S., Loxton N.J. The role of impulsivity in the development of substance use and eating disorders. Neurosci. Biobehav. Rev. 2004, 28(3):343-351.
12. DelParigi A., Chen K., Salbe A.D., Hill J.O., Wing R.R., Reiman E.M., et al. Successful dieters have increased neural activity in cortical areas involved in the control of behavior. Int. J. Obes. 2007, 31(3):440-448.
13. Drewnowski A., Krahn D.D., Demitrack M.A., Nairn K., Gosnell B.A. Taste responses and preferences for sweet high-fat foods - evidence for opioid involvement. Physiol. Behav. 1992, 51(2):371-379.
14. Epstein L.H., Wright S.M., Paluch R.A., Leddy J., Hawk L.W., Jaroni J.L., et al. Food hedonics and reinforcement as determinants of laboratory food intake in smokers. Physiol. Behav. 2004, 81(3):511-517.
15. Fairburn C.G. Eating disorders Science and practice of cognitive behaviour therapy 1997, 209-241. Oxford University Press, New York, NY, US.
16. Fedoroff I.C., Polivy J., Herman C.P. The effect of pre-exposure to food cues on the eating behavior of restrained and unrestrained eaters. Appetite 1997, 28(1):33-47.
17. Franko D.L., Wolfe B.E., Jimerson D.C. Elevated sweet taste pleasantness ratings in bulimia-nervosa. Physiol. Behav. 1994, 56(5):969-973.
18. French S.A., Jeffery R.W., Wing R.R. Food intake and physical activity: a comparison of three measures of dieting. Addict. Behav. 1994, 19(4):401-409.
19. Gendall K.A., Joyce P.R., Sullivan P.F., Bulik C.M. Personality and dimensions of dietary restraint. Int. J. Eat. Disord. 1998, 24(4):371-379.
20. Genovese C.R., Lazar N.A., Nichols T. Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage 2002, 15(4):870-878.
21. Goldfield G.S., Legg C. Dietary restraint, anxiety, and the relative reinforcing value of snack food in non-obese women. Eat. Behav. 2006, 7(4):323-332.
22. Grilo C.M., Sanislow C.A., Shea M.T., Skodol A.E., Stout R.L., Pagano M.E., et al. The natural course of bulimia nervosa and eating disorder not otherwise specified is not influenced by personality disorders. Int. J. Eat. Disord. 2003, 34(3):319-330.
23. Henson R.N., Price C.J., Rugg M.D., Turner R., Friston K.J. Detecting latency differences in event-related BOLD responses: application to words versus nonwords and initial versus repeated face presentations. Neuroimage 2002, 15(1):83-97.
24. Herman C.P., Mack D. Restrained and unrestrained eating. J. Pers. 1975, 43(4):647-660.
25. Herman C.P., Polivy J. A boundary model for the regulation of eating. Eating and its Disorders 1984, 141-156. Raven Press, New York. A. Stunkard, E. Stellar (Eds.).
26. Herzog D.B., Greenwood D.N., Dorer D.J., Flores A.T., Ekeblad E.R., Richards A., et al. Mortality in eating disorders: a descriptive study. Int. J. Eat. Disord. 2000, 28(1):20-26.
27. Hetherington M.M., Stoner S.A., Andersen A.E., Rolls B.J. Effects of acute food deprivation on eating behavior in eating disorders. Int. J. Eat. Disord. 2000, 28(3):272-283.
28. Jansen A., Theunissen N., Slechten K., Nederkoorn C., Boon B., Mulkens S., et al. Overweight children overeat after exposure to food cues. Eat. Behav. 2003, 4(2):197-209.
29. Jansen A., van den Hout M. On being led into temptation: "Counterregulation" of dieters after smelling a "preload". Addict. Behav. 1991, 16(5):247-253.
30. Johnson F., Wardle J. Dietary restraint, body dissatisfaction, and psychological distress: a prospective analysis. J. Abnorm. Psychol. 2005, 114(1):119-125.
31. Johnson W.G. Effect of cue prominence and subject weight on human food-directed performance. J. Pers. Soc. Psychol. 1974, 29(6):843-848.
32. Karhunen L.J., Lappalainen R.I., Tammela L., Turpeinen A.K., Uusitupa M.I.J. Subjective and physiological cephalic phase responses to food in obese binge-eating women. Int. J. Eat. Disord. 1997, 21(4):321-328.
33. Killen J.D., Taylor C.B., Hayward C., Haydel K.F., Wilson D.M., Hammer L., et al. Weight concerns influence the development of eating disorders: a 4-year prospective study. J. Consult. Clin. Psychol. 1996, 64(5):936-940.
34. Killgore W.D.S., Young A.D., Femia L.A., Bogorodzki P., Rogowska J., Yurgelun-Todd D.A. Cortical and limbic activation during viewing of high- versus low-calorie foods. Neuroimage 2003, 19(4):1381-1394.
35. Klajner F., Herman C.P., Polivy J., Chhabra R. Human obesity, dieting, and anticipatory salivation to food. Physiol. Behav. 1981, 27(2):195-198.
36. Klesges R.C., Isbell T.R., Klesges L.M. Relationship between dietary restraint, energy intake, physical activity, and body weight: a prospective analysis. J. Abnorm. Psychol. 1992, 101(4):668-674.
37. Kringelbach M.L. The human orbitofrontal cortex: linking reward to hedonic experience. Nat. Rev. Neurosci. 2005, 6(9):691-702.
38. Laessle R.G., Tuschl R.J., Kotthaus B.C., Pirke K.M. A comparison of the validity of three scales for the assessment of dietary restraint. J. Abnorm. Psychol. 1989, 98(4):504-507.
39. Lancaster J.L., Woldorff M.G., Parsons L.M., Liotti M., Freitas E.S., Rainey L., et al. Automated Talairach Atlas labels for functional brain mapping. Hum. Brain Mapp. 2000, 10(3):120-131.
40. Legenbauer T., Vogele C., Ruddel H. Anticipatory effects of food exposure in women diagnosed with bulimia nervosa. Appetite 2004, 42(1):33-40.
41. Legoff D.B., Spigelman M.N. Salivary response to olfactory food stimuli as a function of dietary restraint and body-weight. Appetite 1987, 8(1):29-35.
42. Levine M.P., Smolak L. The prevention of eating problems and eating disorders: theory, research, and practice 2006, Lawrence Earlbaum Associates, Mahwah, NJ.
43. Lewinsohn P.M., Hops H., Roberts R.E., Seeley J.R., Andrews J.A. Adolescent psychopathology: I. Prevalence and incidence of depression and other DSM-III-R disorders in high school students. J. Abnorm. Psychol. 1993, 102(1):133-144.
44. Maldjian J.A., Laurienti P.J., Kraft R.A., Burdette J.H. An automated method for neuroanatomic and cytoarchitectonic atlas-based interrogation of fMRI data sets. Neuroimage 2003, 19(3):1233-1239.
45. Martin C.K., Williamson D.A., Geiselman P.J., Walden H., Smeets M., Morales S., et al. Consistency of food intake over four eating sessions in the laboratory. Eat. Behav. 2005, 6(4):365-372.
46. Mauler B.I., Hamm A.O., Weike A.I., Tuschen-Caffier B. Affect regulation and food intake in bulimia nervosa: emotional responding to food cues after deprivation and subsequent eating. J. Abnorm. Psychol. 2006, 115(3):567-579.
47. McCaffery J.M., Haley A.P., Sweet L.H., Phelan S., Raynor H.A., Del Parigi A., et al. Differential functional magnetic resonance imaging response to food pictures in successful weight-loss maintainers relative to normal-weight and obese controls. Am. J. Clin. Nutr. 2009, 90(4):928-934.
48. McGloin A.F., Livingstone M.B., Greene L.C., Webb S.E., Gibson J.M., Jebb S.A., et al. Energy and fat intake in obese and lean children at varying risk of obesity. Int. J. Obes. Metab. Disord. 2002, 26(2):200-207.
49. Nederkoorn C., Jansen A. Cue reactivity and eating behavior. J. Psychophysiol. 2001, 15(3):216-216.
50. Nederkoorn C., Jansen A. Cue reactivity and regulation of food intake. Eat. Behav. 2002, 3(1):61-72.
51. Neumark-Sztainer D. I'm, like, SO fat!: helping your teen make healthy choices about eating and excerise in a weight-obessed world 2005, The Guilford Press, New York, NY.
52. Neumark-Sztainer D., Wall M., Guo J., Story M., Haines J., Eisenberg M. Obesity, disordered eating, and eating disorders in a longitudinal study of adolescents: how do dieters fare 5years later?. J. Am. Dieteric Assoc. 2006, 106(4):559-568.
53. Nicklas T.A., Yang S.J., Baranowski T., Zakeri I., Berenson G. Eating patterns and obesity in children. The Bogalusa heart study. Am. J. Prev. Med. 2003, 25(1):9-16.
54. O'Doherty J., Rolls E.T., Francis S., Bowtell R., McGlone F. Representation of pleasant and aversive taste in the human brain. J. Neurophysiol. 2001, 85(3):1315-1321.
55. O'Doherty J.P., Deichmann R., Critchley H.D., Dolan R.J. Neural responses during anticipation of a primary taste reward. Neuron 2002, 33(5):815-826.
56. Ojemann, J.G., Akbudak, E., Snyder, A.Z., McKinstry, R.C., Raichle, M.E., Conturo, T.E., 1997. Anatomic localization and quantitative analysis of gradient refocused echo-planar fMRI susceptibility artifacts. Neuroimage 6 (3), 156-167.
57. Ouwens M.A., van Strien T., van der Staak C.P.F. Tendency toward overeating and restraint as predictors of food consumption. Appetite 2003, 40(3):291-298.
58. Pelchat M.L. Food cravings in young and elderly adults. Appetite 1997, 28(2):103-113.
59. Polivy J., Coleman J., Herman C.P. The effect of deprivation on food cravings and eating behavior in restrained and unrestrained eaters. Int. J. Eat. Disord. 2005, 38(4):301-309.
60. Polivy J., Herman C.P. Dieting and binging. A causal analysis. Am. Psychol. 1985, 40(2):193-201.
61. Rissanen A., Hakala P., Lissner L., Mattlar C.E., Koskenvuo M., Ronnemaa T. Acquired preference especially for dietary fat and obesity: a study of weight-discordant monozygotic twin pairs. Int. J. Obes. 2002, 26(7):973-977.
62. Rodin J., Bartoshuk L., Peterson C., Schank D. Bulimia and taste - possible interactions. J. Abnorm. Psychol. 1990, 99(1):32-39.
63. Roefs A., Herman C.P., MacLeod C.M., Jansen A., Smulders F.T.Y. At first sight: how do restrained eaters evaluate high-fat palatable foods?. Appetite 2005, 44(1):103-114.
64. Rogers P.J., Hill A.J. Breakdown of dietary restraint following mere exposure to food stimuli - interrelationships between restraint, hunger, salivation, and food-intake. Addict. Behav. 1989, 14(4):387-397.
65. Rolls B.J., Castellanos V.H., Shide D.J., Miller D.L., Pelkman C.L., Thorwart M.L., et al. Sensory properties of a nonabsorbable fat substitute did not affect regulation of energy intake. Am. J. Clin. Nutr. 1997, 65(5):1375-1383.
66. 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(2):410-421.
67. Saelens B.E., Epstein L.H. Reinforcing value of food in obese and non-obese women. Appetite 1996, 27(1):41-50.
68. Sahakian B.J., Lean M.E.J., Robbins T.W., James W.P.T. Salivation and insulin-secretion in response to food in nonobese men and women. Appetite 1981, 2(3):209-216.
69. Serdula M.K., Collins M.E., Williamson D.F., Anda R.F., Pamuk E., Byter T.E. Weight control practices of United-States adolescents and adults. Ann. Intern. Med. 1993, 119(7):667-671.
70. Small D.M., Veldhuizen M.G., Felsted J., Mak Y.E., McGlone F. Separable substrates for anticipatory and consummatory food chemosensation. Neuron 2008, 57(5):786-797.
71. Staiger P., Dawe S., McCarthy R. Responsivity to food cues in bulimic women and controls. Appetite 2000, 35(1):27-33.
72. Stice E. A prospective test of the dual-pathway model of bulimic pathology: mediating effects of dieting and negative affect. J. Abnorm. Psychol. 2001, 110(1):124-135.
73. Stice E., Cameron R.P., Killen J.D., Hayward C., Taylor C.B. Naturalistic weight-reduction efforts prospectively predict growth in relative weight and onset of obesity among female adolescents. J. Consult. Clin. Psychol. 1999, 67(6):967-974.
74. Stice E., Cooper J.A., Schoeller D.A., Tappe K., Lowe M.R. Are dietary restraint scales valid measures of moderate- to long-term dietary restriction? Objective biological and behavioral data suggest not. Psychol. Assess. 2007, 19(4):449-458.
75. Stice E., Davis K., Miller N.P., Marti C.N. Fasting increases risk for onset of binge eating and bulimic pathology: a 5-year prospective study. J. Abnorm. Psychol. 2008, 117(4):941-946.
76. Stice E., Fisher M., Lowe M.R. Are dietary restraint scales valid measures of acute dietary restriction? Unobtrusive observational data suggest not. Psychol. Assess. 2004, 16(1):51-59.
77. Stice E., Killen J.D., Hayward C., Taylor C.B. Age of onset for binge eating and purging during late adolescence: a 4-year survival analysis. J. Abnorm. Psychol. 1998, 107(4):671-675.
78. Stice E., Marti C.N., Shaw H., Jaconis M. An 8-year longitudinal study of the natural history of threshold, subthreshold, and partial eating disorders from a community sample of adolescents. J. Abnorm. Psychol. 2009, 118(3):587-597.
79. Stice E., Presnell K. Dieting and the Eating Disorders The Oxford Handbook of Eating Disorders 2010, Oxford University Press, New York, NY.
80. Stice E., Presnell K., Shaw H., Rohde P. Psychological and behavioral risk factors for obesity onset in adolescent girls: a prospective study. J. Consult. Clin. Psychol. 2005, 73(2):195-202.
81. Stice E., Spoor S., Bohon C., Small D.M. Relation between obesity and blunted striatal response to food is moderated by TaqIA A1 allele. Science 2008, 322(5900):449-452.
82. Stice E., Spoor S., Bohon C., Veldhuizen M.G., Small D.M. Relation of reward from food intake and anticipated food intake to obesity: a functional magnetic resonance imaging study. J. Abnorm. Psychol. 2008, 117(4):924-935.
83. Stice E., Sysko R., Roberto C.A., Allison S. Are dietary restraint scales valid measures of dietary restriction? Additional objective behavioral and biological data suggest not. Appetite 2010, 54(2):331-339.
84. Stice E., Yokum S., Blum K., Bohon C. Weight gain associated with reduced striatal response to palatable food. J. Neruosci. 2010, 30:13105-13109.
85. 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(4):1618-1625.
86. 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(2):636-647.
87. Stunkard A., Messick S. The three factor eating questionnaire to measure dietary restraint, disinhibition, and hunger. J. Psychosom. Res. 1985, 29(1):71-83.
88. Sysko R., Walsh B.T., Schebendach J., Wilson G.T. Eating behavior among women with anorexia nervosa. Am. J. Clin. Nutr. 2005, 82(2):296-301.
89. Sysko R., Walsh B.T., Wilson G.T. Expectancies, dietary restraint, and test meal intake among undergraduate women. Appetite 2007, 49(1):30-37.
90. Tanofsky-Kraff M., Wilfley D.E., Young J.F., Mufson L., Yanovski S.Z., Glasofer D.R., et al. Preventing excessive weight gain in adolescents: Interpersonal psychotherapy for binge eating. Obesity 2007, 15(6):1345-1355.
91. Tomarken A.J., Kirschenbaum D.S. Effects of plans for future meals on counterregulatory eating by restrained and unrestrained eaters. J. Abnorm. Psychol. 1984, 93(4):458-472.
92. Tuschl R.J., Platte P., Laessle R.G., Stichler W., Pirke K.M. Energy-expenditure and everyday eating behavior in healthy-young women. Am. J. Clin. Nutr. 1990, 52(1):81-86.
93. van Strien T., Frijters J.E., Van Staveren W.A., Defares P.B. The predictive validity of the Dutch restrained eating scale. Int. J. Eat. Disord. 1986, 5(4):747-755.
94. Veldhuizen M.G., Bender G., Constable R.T., Small D.M. Trying to detect taste in a tasteless solution: modulation of early gustatory cortex by attention to taste. Chem. Senses 2007, 32(6):569-581.
95. Vogele C., Florin I. Psychophysiological responses to food exposure: an experimental study in binge eaters. Int. J. Eat. Disord. 1997, 21(2):147-157.
96. Volkow N.D., Wang G.J., Maynard L., Jayne M., Fowler J.S., Zhu W., et al. Brain dopamine is associated with eating behaviors in humans. Int. J. Eat. Disord. 2003, 33(2):136-142.
97. Wadden T.A., Brownell K.D., Foster G.D. Obesity: responding to the global epidemic. J. Consult. Clin. Psychol. 2002, 70(3):510-525.
98. Watanabe J., Sugiura M., Sato K., Sato Y., Maeda Y., Matsue Y., et al. The human prefrontal and parietal association cortices are involved in NO-GO performances: an event-related fMRI study. Neuroimage 2002, 17(3):1207-1216.
99. Wertheim E.H., Koerner J., Paxton S.J. Longitudinal predictors of restrictive eating and bulimic tendencies in three different age groups of adolescent girls. J. Youth Adolesc. 2001, 30(1):69-81.
100. White M.A., Whisenhunt B.L., Williamson D.A., Greenway F.L., Netemeyer R.G. Development and validation of the food-craving inventory. Obes. Res. 2002, 10(2):107-114.
101. Wisniewski L., Epstein L.H., Marcus M.D., Kaye W. Differences in salivary habituation to palatable foods in bulimia nervosa patients and controls. Psychosom. Med. 1997, 59(4):427-433.
102. Worsley K.J., Friston K.J. Analysis of fMRI time-series revisited - again. Neuroimage 1995, 2(3):173-181.