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Reward and Neurocomputational Processes

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Behavioral Neurobiology of Eating Disorders

Part of the book series: Current Topics in Behavioral Neurosciences ((CTBN,volume 6))

Abstract

The neurobiology of eating disorders (EDs) is largely unknown. However, brain imaging studies over the past decade have identified neurotransmitter alterations that could be part of dysfunctional behavior characteristics of EDs. In this chapter we focus on a specific behavioral construct, the brain reward system, and demonstrate a functional brain imaging approach toward identifying dopamine function in anorexia nervosa (AN). We demonstrate how human brain reward activation can be used in a translational approach to test whether computer models, based on basic science research, can predict expected in vivo reward system activation, and how such an approach can identify specific biologic alterations in a psychiatric population.

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References

  • Anderluh MB, Tchanturia K et al (2003) Childhood obsessive–compulsive personality traits in adult women with eating disorders: defining a broader eating disorder phenotype. Am J Psychiatry 160(2):242–247

    Article  PubMed  Google Scholar 

  • APA (2000) Diagnostic & statistical manual of mental disorders: DSM-IV-TR. American Psychiatric Association

    Google Scholar 

  • Apicella P, Ljungberg T et al (1991) Responses to reward in, monkey dorsal and ventral striatum. Exp Brain Res 85(3):491–500

    Article  CAS  PubMed  Google Scholar 

  • Bartoshuk LM, Beauchamp GK (1994) Chemical senses. Annu Rev Psychol 45:419–449

    Article  CAS  PubMed  Google Scholar 

  • Bergh C, Sodersten P (1996) Anorexia nervosa, self-starvation and the reward of stress. Nat Med 2(1):21–22

    Article  CAS  PubMed  Google Scholar 

  • Berns G, McClure S et al (2001) Predictability modulates human brain response to reward. J Neurosci 21(8):2793–2798

    CAS  PubMed  Google Scholar 

  • Berridge KC (1996) Food reward: brain substrates of wanting and liking. Neurosci Biobehav Rev 20(1):1–25

    Article  CAS  PubMed  Google Scholar 

  • Berridge KC, Robinson TE (1998) What is the role of dopamine in reward: hedonic impact, reward learning, or incentive salience? Brain Res Brain Res Rev 28(3):309–369

    Article  CAS  PubMed  Google Scholar 

  • Berridge KC, Robinson T (2003) Parsing reward. Trends Neurosci 26(9):507–513

    Article  CAS  PubMed  Google Scholar 

  • Blum K, Sheridan PJ et al (1995) Dopamine D2 receptor gene variants: association and linkage studies in impulsive–addictive–compulsive behaviour. Pharmacogenetics 5(3):121–141

    Article  CAS  PubMed  Google Scholar 

  • Breiter HC, Aharon I et al (2001) Functional imaging of neural responses to expectancy and experience of monetary gains and losses. Neuron 30(2):619–639

    Article  CAS  PubMed  Google Scholar 

  • Cannon C, Bseikri M (2004) Is dopamine required for natural reward? Physiol Behav 81(5):741–748

    Article  CAS  PubMed  Google Scholar 

  • Cannon CM, Palmiter RD (2003) Reward without dopamine. J Neurosci 23(34):10827–10831

    CAS  PubMed  Google Scholar 

  • Carr K, Tsimberg Y et al (2003) Evidence of increased dopamine receptor signaling in food-restricted rats. Neuroscience 119:1157–1167

    Article  CAS  PubMed  Google Scholar 

  • Cooper J, Bloom F et al (2003) The biochemical basis of neuropharmacology. Oxford University Press, Oxford

    Google Scholar 

  • Crystal S, Frye CA et al (1995) Taste preferences and sensory perceptions in female varsity swimmers. Appetite 24(1):25–36

    Article  CAS  PubMed  Google Scholar 

  • D’Ardenne K, McClure SM et al (2008) BOLD responses reflecting dopaminergic signals in the human ventral tegmental area. Science 319(5867):1264–1267

    Article  PubMed  CAS  Google Scholar 

  • Delgado MR, Nystrom LE et al (2000) Tracking the hemodynamic responses to reward and punishment in the striatum. J Neurophysiol 84:3072–3077

    CAS  PubMed  Google Scholar 

  • Delgado MR, Locke HM et al (2003) Dorsal striatum responses to reward and punishment: effects of valence and magnitude manipulations. Cogn Affect Behav Neurosci 3(1):27–38

    Article  CAS  PubMed  Google Scholar 

  • Di Costanzo V, Rodde G et al (1998) Food preferences in anorectic girls at the beginning of therapy. Diabetes Metab 24(3):262–271

    PubMed  Google Scholar 

  • Drewnowski A, Halmi KA et al (1987) Taste and eating disorders. Am J Clin Nutr 46(3):442–450

    CAS  PubMed  Google Scholar 

  • Eiber R, Berlin I et al (2002) Hedonic response to sucrose solutions and the fear of weight gain in patients with eating disorders. Psychiatry Res 113:173–180

    Article  PubMed  Google Scholar 

  • Francis S, Rolls ET et al (1999) The representation of pleasant touch in the brain and its relationship with taste and olfactory areas. Neuroreport 10(3):453–459

    Article  CAS  PubMed  Google Scholar 

  • Frank G, Kaye W et al (2003) The evaluation of brain activity in response to taste stimuli – a pilot study and method for central taste activation as assessed by event related fMRI. J Neurosci Methods 131(1–2):99–105

    Article  PubMed  Google Scholar 

  • Frank G, Bailer UF et al (2005) Increased dopamine D2/D3 receptor binding after recovery from anorexia nervosa measured by positron emission tomography and [11C]raclopride. Biol Psychiatry 58(11):908–912

    Article  CAS  PubMed  Google Scholar 

  • Grigson PS (2002) Like drugs for chocolate: separate rewards modulated by common mechanisms? Physiol Behav 76:389–395

    Article  CAS  PubMed  Google Scholar 

  • Hajnal A, Norgren R et al (2009) Parabrachial coding of sapid sucrose: relevance to reward and obesity. Ann N Y Acad Sci 1170:347–364

    Article  CAS  PubMed  Google Scholar 

  • Hazy TE, Frank MJ et al (2010) Neural mechanisms of acquired phasic dopamine responses in learning. Neurosci Biobehav Rev 34:701–720

    Article  CAS  PubMed  Google Scholar 

  • Higgins GA, Fletcher PJ (2003) Serotonin and drug reward: focus on 5-HT2C receptors. Eur J Pharmacol 480(1–3):151–162

    Article  CAS  PubMed  Google Scholar 

  • Hikosaka K, Watanabe M (2000) Delay activity of orbital and lateral prefrontal neurons of the monkey varying with different rewards. Cereb Cortex 10(3):263–271

    Article  CAS  PubMed  Google Scholar 

  • Jappe LM, Frank GKW et al (2010) Heightened sensitivity to reward and punishment in anorexia nervosa. International Journal of Eating Disorders (Article first published online: 28 JUN)

    Google Scholar 

  • Kampov-Polevoy AB, Ziedonis D et al (2003) Association between sweet preference and paternal history of alcoholism in psychiatric and substance abuse patients. Alcohol Clin Exp Res 27(12):1929–1936

    Article  CAS  PubMed  Google Scholar 

  • Kaye WH, Frank GK et al (1999) Altered dopamine activity after recovery from restricting-type anorexia nervosa. Neuropsychopharmacology 21(4):503–506

    Article  CAS  PubMed  Google Scholar 

  • Kelley AE, Baldo BA et al (2005) Corticostriatal-hypothalamic circuitry and food motivation: integration of energy, action and reward. Physiol Behav 86(5):773–795

    Article  CAS  PubMed  Google Scholar 

  • Knutson B, Gibbs SE (2007) Linking nucleus accumbens dopamine and blood oxygenation. Psychopharmacology (Berl) 191(3):813–822

    Article  CAS  Google Scholar 

  • Knutson B, Westdorp A et al (2000) FMRI visualisation of brain activity during a monetary incentive dealy task. Neuroimage 12:20–27

    Article  CAS  PubMed  Google Scholar 

  • Koob GF, Le Moal M (2005) Plasticity of reward neurocircuitry and the ‘dark side’ of drug addiction. Nat Neurosci 8(11):1442–1444

    Article  CAS  PubMed  Google Scholar 

  • Koslow SH (2005) Discovery and integrative neuroscience. Clin EEG Neurosci 36(2):55–63

    PubMed  Google Scholar 

  • Logothetis NK (2002) The neural basis of the blood-oxygen-level-dependent functional magnetic resonance imaging signal. Philos Trans R Soc Lond B Biol Sci 357(1424):1003–1037

    Article  PubMed  Google Scholar 

  • Mansvelder HD (2005) Yin and yang of VTA opioid signaling. Focus on “both kappa and mu opioid agonists inhibit glutamatergic input to ventral tegmental area neurons”. J Neurophysiol 93(6):3046–3047

    Article  PubMed  Google Scholar 

  • Martin-Soelch C, Leenders KL et al (2001) Reward mechanisms in the brain and their role in dependence: evidence from neurophysiological and neuroimaging studies. Brain Res Brain Res Rev 36(2–3):139–149

    Article  CAS  PubMed  Google Scholar 

  • May JC, Delgado MR et al (2004) Event-related functional magnetic resonance imaging of reward-related brain circuity in children and adolescents. Biol Psychiatry 55:359–366

    Article  PubMed  Google Scholar 

  • Montague R, Hyman S et al (2004) Computational roles for dopamine in behavioural control. Nature 431:760–767

    Article  CAS  PubMed  Google Scholar 

  • Norgren R, Hajnal A et al (2006) Gustatory reward and the nucleus accumbens. Physiol Behav 89(4):531–535

    Article  CAS  PubMed  Google Scholar 

  • O’Doherty JP, Dayan P et al (2003) Temporal difference models and reward-related learning in the human brain. Neuron 38(2):329–337

    Article  PubMed  Google Scholar 

  • O’Doherty J, Dayan P et al (2004) Dissocaible roles of ventral and dorsal striatum in instrumental conditioning. Science 304:452–454

    Article  PubMed  CAS  Google Scholar 

  • O’Reilly RC, Frank MJ et al (2007) PVLV: the primary value and learned value Pavlovian learning algorithm. Behav Neurosci 121(1):31–49

    Article  PubMed  Google Scholar 

  • Price JL (2005) Free will versus survival: brain systems that underlie intrinsic constraints on behavior. J Comp Neurol 493(1):132–139

    Article  PubMed  Google Scholar 

  • Saper CB, Chou TC et al (2002) The need to feed: homeostatic and hedonic control of eating. Neuron 36(2):199–211

    Article  CAS  PubMed  Google Scholar 

  • Schultz W (1998) Predictive reward signal of dopamine neurons. J Neurophysiol 80(1):1–27

    CAS  PubMed  Google Scholar 

  • Schultz W (2002) Getting formal with dopamine and reward. Neuron 36(2):241–263

    Article  CAS  PubMed  Google Scholar 

  • Schultz W (2006) Behavioral theories and the neurophysiology of reward. Annu Rev Psychol 57:87–115

    Article  PubMed  Google Scholar 

  • Schultz W, Tremblay L et al (2000) Reward processing in primate orbitofrontal cortex and basal ganglia. Cerebral Cortex 10(3):272–284

    Article  CAS  PubMed  Google Scholar 

  • Schweiger U, Fichter M (1997) Eating disorders: clinical presentation, classification and etiologic models. In: Jimerson DC, Kaye WH (eds) Balliere’s clinical psychiatry. Balliere’s Tindall, London, pp 199–216

    Google Scholar 

  • Simon Y, Bellisle F et al (1993) Taste responsiveness in anorexia nervosa. Br J Psychiatry 162:244–246

    Article  CAS  PubMed  Google Scholar 

  • Sullivan PF (1995) Mortality in anorexia nervosa. Am J Psychiatry 152(7):1073–1074

    CAS  PubMed  Google Scholar 

  • Sunday SR, Halmi KA (1990) Taste perceptions and hedonics in eating disorders. Physiol Behav 48(5):587–594

    Article  CAS  PubMed  Google Scholar 

  • Sutton RS, Barto AG (1981) Toward a modern theory of adaptive networks: expectation and prediction. Psychol Rev 88(2):135–170

    Article  CAS  PubMed  Google Scholar 

  • Tanaka SC, Doya K et al (2004) Prediction of immediate and future rewards differentially recruits cortico-basal ganglia loops. Nat Neurosci 7(8):887–893

    Article  CAS  PubMed  Google Scholar 

  • Toth E, Kondakor I et al (2004) Nonlinear and linear EEG complexity changes caused by gustatory stimuli in anorexia nervosa. Int J Psychophysiol 51(3):253–260

    Article  PubMed  Google Scholar 

  • Tricomi EM, Delgado MR et al (2004) Modulation of caudate activity by action contingency. Neuron 41:281–292

    Article  CAS  PubMed  Google Scholar 

  • Volkow ND, Fowler JS et al (2004) Dopamine in drug abuse and addiction: results from imaging studies and treatment implications. Mol Psychiatry 9(6):557–569

    Article  CAS  PubMed  Google Scholar 

  • Wagner A, May C et al (2005) Reward-related neural responses in anorexia and bulimia nervosa after recovery using functional magnetic resonance imaging. Biol Psychiatry 57(S7):709

    Google Scholar 

  • Wagner A, Aizenstein H et al (2007) Altered reward processing in women recovered from anorexia nervosa. Am J Psychiatry 164(12):1842–1849

    Article  PubMed  Google Scholar 

  • Wise RA (2002) Brain reward circuitry: insights from unsensed incentives. Neuron 36(2):229–240

    Article  CAS  PubMed  Google Scholar 

  • Wise RA (2005) Forebrain substrates of reward and motivation. J Comp Neurol 493(1):115–121

    Article  CAS  PubMed  Google Scholar 

  • Worgotter F, Porr B (2005) Temporal sequence learning, prediction, and control: a review of different models and their relation to biological mechanisms. Neural Comput 17(2):245–319

    Article  PubMed  Google Scholar 

  • Yasoshima Y, Yamamoto T (2005) Effects of midazolam on the expression of conditioned taste aversion in rats. Brain Res 1043(1–2):115–123

    Article  CAS  PubMed  Google Scholar 

  • Zhou QY, Palmiter RD (1995) Dopamine-deficient mice are severely hypoactive, adipsic, and aphagic. Cell 83(7):1197–1209

    Article  CAS  PubMed  Google Scholar 

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Correspondence to Guido K. W. Frank .

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Frank, G.K.W. (2010). Reward and Neurocomputational Processes. In: Adan, R., Kaye, W. (eds) Behavioral Neurobiology of Eating Disorders. Current Topics in Behavioral Neurosciences, vol 6. Springer, Berlin, Heidelberg. https://doi.org/10.1007/7854_2010_81

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