title: Extremes of eating are associated with reduced neural taste discrimination.
abstract: Eating disorders are severe psychiatric disorders of unknown etiology. Understanding how neuronal function affects food choices could help personalize treatment based on brain function. Here we wanted to determine whether disordered eating behavior is associated with alterations in the primary taste cortex's ability to classify taste stimuli, which could interfere with taste reward processing.
  
  
  
  One-hundred and six women, 27 healthy comparison (age 26.15 ± 6.95 years), 21 with restricting-type anorexia nervosa (AN; age 23.10 ± 6.14 years), 19 recovered from restricting-type AN (recovered AN; age 26.95 ± 5.31 years), 20 with bulimia nervosa (BN; age 25.15 ± 5.31 years), and 19 with obesity (age 28.16 ± 8.13 years), received sucrose, control solution or no taste stimulation during functional magnetic resonance brain imaging. Multivariate Bayesian pattern analysis (decoding) and cross-validation tested taste classification accuracy (adjusted for comorbidity, medication use, taste perception, interoception, and brain activation volume).
  
  
  
  For sucrose versus control solution, classification accuracy differed (F = 2.53, P < 0.041). Post hoc tests indicated higher classification accuracy in healthy comparison compared to women with AN (P < 0.016) or obesity (P < 0.027), and in recovered AN as compared to AN (P < 0.016) or obesity (P < 0.047) groups. Taste stimulation resulted in sparse insula voxel activation across all groups.
  
  
  
  Reduced classification accuracy across stimuli in women with AN or obesity could indicate low brain encoding discrimination of stimulus quality, which could contribute to altered reward activation and eating drive that is not adjusted to nutritional needs. This deficit appears to normalize with recovery from AN, but adjusting food flavor intensity could aid in the treatment of individuals with AN or obesity. © 2016 Wiley Periodicals, Inc.(Int J Eat Disord 2016; 49:603-612).
authors.affiliation: Department of Psychiatry, School of Medicine, University of Colorado Anschutz Medical Campus.|Neuroscience Program, University of Colorado Anschutz Medical Campus.
authors.forename: Guido K W
authors.initials: GK
authors.lastname: Frank
authors.affiliation: Department of Psychiatry, School of Medicine, University of Colorado Anschutz Medical Campus.
authors.forename: Megan E
authors.initials: ME
authors.lastname: Shott
authors.affiliation: Department of Psychiatry, School of Medicine, University of Colorado Anschutz Medical Campus.
authors.forename: Carrie
authors.initials: C
authors.lastname: Keffler
authors.affiliation: Division of Endocrinology, Metabolism, and Diabetes, School of Medicine, University of Colorado Anschutz Medical Campus.
authors.forename: Marc-Andre
authors.initials: MA
authors.lastname: Cornier
mesh_terms: D000328:Adult; D000856:Anorexia Nervosa / Q000503:physiopathology* / Q000523:psychology; D001499:Bayes Theorem; D001921:Brain / Q000502:physiology; D001931:Brain Mapping; D052018:Bulimia Nervosa / Q000503:physiopathology* / Q000523:psychology; D016022:Case-Control Studies; D002540:Cerebral Cortex / Q000503:physiopathology; D004435:Eating / Q000502:physiology / Q000523:psychology; D005247:Feeding Behavior / Q000502:physiology / Q000523:psychology; D005260:Female; D006801:Humans; D008279:Magnetic Resonance Imaging; D009765:Obesity / Q000503:physiopathology / Q000523:psychology; D012201:Reward; D013649:Taste / Q000502:physiology; D055697:Taste Perception / Q000502:physiology*; D055815:Young Adult
keywords: anorexia; bulimia; classification accuracy; decoding; insula; obesity; recovery; taste