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Gorrell S, Shott ME, Pryor T, Frank GKW. Neural Response to Expecting a Caloric Sweet Taste Stimulus Predicts Body Mass Index Longitudinally Among Young Adult Women With Anorexia Nervosa. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2024; 9:298-304. [PMID: 37506848 PMCID: PMC10811282 DOI: 10.1016/j.bpsc.2023.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 06/28/2023] [Accepted: 07/17/2023] [Indexed: 07/30/2023]
Abstract
BACKGROUND Anorexia nervosa (AN) is an often-chronic illness, and we lack biomarkers to predict long-term outcome. Recent neuroimaging studies using caloric taste stimuli suggest that paradigms that have tested conditioned neural responses to expectation or salient stimulus receipt may underpin behaviors. However, whether activation of those neural circuits can predict long-term outcome has not been studied. METHODS We followed women treated for AN (n = 35, mean age [SD] = 23 [7] years) and tested whether functional imaging brain response during a taste conditioning paradigm could predict posttreatment body mass index (BMI). We anticipated greater neural activity relative to caloric stimulus expectation and that dopamine-related receipt conditions would predict lower posttreatment BMI, indicating fear-associated arousal. RESULTS Follow-up occurred at mean (SD) = 1648 (1216) days after imaging. Stimulus expectation in orbitofrontal and striatal regions and BMI and BMI change at follow-up were negatively correlated, and these correlations remained significant for the right superior orbitofrontal cortex and BMI change after multiple comparison correction (r = -0.484, p = .003). This relationship remained significant after including time between brain scanning and follow-up in the model. Reward prediction error response did not predict long-term BMI. CONCLUSIONS The orbitofrontal cortex is involved in learning and conditioning, and these data implicate this region in learned caloric stimulus expectation and long-term prediction of weight outcomes in AN. Thus, conditioned elevated brain response to the anticipation of receiving a caloric stimulus may drive food avoidance, suggesting that breaking such associations is central for long-term recovery from AN.
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Affiliation(s)
- Sasha Gorrell
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, California
| | - Megan E Shott
- Department of Psychiatry, University of California, San Diego, San Diego, California
| | | | - Guido K W Frank
- Department of Psychiatry, University of California, San Diego, San Diego, California.
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Chen J, Zhao M, Huang L, Liu Y, Li X, Jia X, Ding Q, Wang C, Liang P. Amplitude of low-frequency fluctuation after taste exposure revealed by resting-state fMRI. Physiol Behav 2023; 261:114091. [PMID: 36669692 DOI: 10.1016/j.physbeh.2023.114091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 01/14/2023] [Accepted: 01/16/2023] [Indexed: 01/19/2023]
Abstract
Taste perception has been deeply explored from the behavioural level to delineating neural mechanisms. However, most previous studies about the neural underpinnings of taste perception have focused on task-related brain activation. Notably, evidence indicates that task-induced brain activation often involves interference from irrelevant task materials and only accounts for a small fraction of the brain's energy consumption. Investigation of the resting-state spontaneous brain activity would bring us a comprehensive understanding of the neural mechanism of taste perception. Here we acquired resting-state functional magnetic resonance imaging (rs-fMRI) data from twenty-two participants immediately after they received sweet, sour and tasteless gustatory stimulation. Our results showed that, in contrast to the tasteless condition, the sour exposure induced decreased amplitude of low-frequency fluctuation (ALFF) in the somatosensory cortex in the left post-central gyrus, and the sweet exposure led to increased ALFF in the bilateral putamen involved in reward processing. Moreover, in contrast to the sweet stimulation condition, the sour stimulation condition showed increased ALFF in the right superior frontal gyrus, which has been linked to functioning in high-order cognitive control. Altogether, our data indicate that taste exposure may affect the spontaneous functional activity in brain regions, including the somatosensory areas, reward processing areas and high-order cognitive functioning areas. Our findings may contribute to a further understanding the neural network and mechanisms after taste exposure.
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Affiliation(s)
- Jie Chen
- Department of Psychology, Faculty of Education, Hubei University, Wuhan, China; Brain and Cognition Research Center, Faculty of Education, Hubei University, Wuhan, China
| | - Mengqi Zhao
- School of Teacher Education, Zhejiang Normal University, Jinhua, China; Key Laboratory of Intelligent, Education Technology and Application of Zhejiang Province, Zhejiang Normal University, Jinhua, China
| | - Lina Huang
- Imaging Department, Changshu No. 2 People's Hospital (the Clinical Medical College Affiliated to Xuzhou Medical University), Changshu, China
| | - Yuansheng Liu
- Department of Psychology, Faculty of Education, Hubei University, Wuhan, China; Brain and Cognition Research Center, Faculty of Education, Hubei University, Wuhan, China
| | - Xueying Li
- Department of Psychology, Faculty of Education, Hubei University, Wuhan, China; Brain and Cognition Research Center, Faculty of Education, Hubei University, Wuhan, China
| | - Xize Jia
- School of Teacher Education, Zhejiang Normal University, Jinhua, China; Key Laboratory of Intelligent, Education Technology and Application of Zhejiang Province, Zhejiang Normal University, Jinhua, China
| | - Qingguo Ding
- Imaging Department, Changshu No. 2 People's Hospital (the Clinical Medical College Affiliated to Xuzhou Medical University), Changshu, China.
| | - Chunjie Wang
- Institute of Brain Science and Department of Physiology, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou, China.
| | - Pei Liang
- Department of Psychology, Faculty of Education, Hubei University, Wuhan, China; Brain and Cognition Research Center, Faculty of Education, Hubei University, Wuhan, China.
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Frank GKW, Shott ME, Pryor T, Swindle S, Stoddard J. Brain reward response in adolescents and young adults with anorexia nervosa is moderated by changes in body weight and sweetness perception. Int J Eat Disord 2022; 55:1799-1810. [PMID: 36135728 DOI: 10.1002/eat.23814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 08/30/2022] [Accepted: 09/07/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Anorexia nervosa (AN) is a severe psychiatric illness with complex etiology. Recently, we found elevated striatal brain response to sweet taste stimuli in adolescents and young adults with AN. Here, we tested the hypothesis that nutritional rehabilitation normalizes prediction error activation, a measure for dopamine-related reward circuit response, to salient caloric taste stimuli in AN. METHODS A total of 28 individuals with AN (age = 16 ± 2 years; body mass index [BMI] = 16 ± 1) who previously underwent brain imaging while performing a taste prediction error task using sucrose as salient caloric stimulus, participated in a second brain imaging scan (BMI = 18 ± 1) after intensive specialized eating disorder treatment (41 ± 15 days). A total of 31 healthy controls (age = 16 ± 3 years; BMI = 21 ± 2) were also studied on two occasions. RESULTS At baseline, individuals with AN demonstrated an elevated salience response in bilateral caudate head and nucleus accumbens, and right ventral striatum. At the second scan, elevated response was only found in the right nucleus accumbens. A moderator analysis indicated that greater increase in BMI and greater decrease in sweetness perception predicted lesser prediction error response at the second scan in AN. CONCLUSION Consistent with the previously reported monetary stimulus-response, elevated taste prediction error response in AN was largely absent after weight restoration. This study indicates that changes in BMI and sweet taste perception are independent moderators of change of brain salience response in adolescents and young adults with AN. The study points toward dynamic changes in the brain reward circuitry in AN and highlights the importance of nutrition and weight restoration in that process. PUBLIC SIGNIFICANCE STATEMENT AN is a severe psychiatric illness. Biological factors that integrate neurobiology and behavior could become important targets to improve treatment outcome. This study highlights the importance of weight normalization and taste perception the normalization of brain function, and food type or taste-specific interventions could help in the recovery process. Furthermore, the study suggests that food-related and nonfood-related reward processing adapts to illness state in AN.
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Affiliation(s)
- Guido K W Frank
- Department of Psychiatry, University of California San Diego, San Diego, California, USA.,Rady Children's Hospital San Diego, Medical Behavior Unit, San Diego, California, USA
| | - Megan E Shott
- Department of Psychiatry, University of California San Diego, San Diego, California, USA
| | | | - Skylar Swindle
- Department of Psychiatry, University of California San Diego, San Diego, California, USA
| | - Joel Stoddard
- Department of Psychiatry, University of Colorado, Anschutz Medical Campus, Aurora, Colorado, USA
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Duan Y, Zheng M, Wu J, Ma J, Xing X, Ma Z, Li S, Li Y, Xue X, Hua X, Xu J. Cerebral 18 F-fluorodeoxyglucose metabolism alteration of reward- and motivation-related regions in groups of different BMI classifications. Obesity (Silver Spring) 2022; 30:2213-2221. [PMID: 36321272 PMCID: PMC9828716 DOI: 10.1002/oby.23553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Revised: 07/05/2022] [Accepted: 07/08/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE This study explored the relationship between BMI and regional cerebral glucose metabolism and explicitly detected regions with significant differences in cerebral metabolism using positron emission tomography (PET)/magnetic resonance imaging in the resting state. METHODS Corresponding PET images acquired from 220 participants were sorted into four groups according to Asian BMI standards: underweight, normal weight, overweight, and obesity. Pearson correlation coefficient analysis was performed to assess the association between BMI and standard uptake value. The regional cerebral glucose metabolism was measured in the fasted state. The PET images were analyzed using statistical parameter maps. One-way ANOVA was used to explore differences in the standard uptake value as an indicator of regional cerebral glucose metabolism. RESULTS This study found that lower cerebral glucose metabolism in reward- and motivation-related regions was accompanied by more severe obesity and that regional cerebral glucose metabolism activities were negatively correlated with BMI. In addition, more severe obesity was accompanied by a larger range of areas with significant differences independent of current dietary status. CONCLUSIONS These findings suggest that the reward and motivation circuits may be a factor regulating energy balance and influencing the degree of obesity.
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Affiliation(s)
- Yu‐Jie Duan
- School of Rehabilitation ScienceShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Mou‐Xiong Zheng
- Department of Traumatology and Orthopedics, Yueyang HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Jia‐Jia Wu
- Center of Rehabilitation Medicine, Yueyang HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Jie Ma
- Center of Rehabilitation Medicine, Yueyang HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Xiang‐Xin Xing
- Center of Rehabilitation Medicine, Yueyang HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Zhen‐Zhen Ma
- Department of Rehabilitation Medicine, Longhua HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Si‐Si Li
- School of Rehabilitation ScienceShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Yu‐Lin Li
- School of Rehabilitation ScienceShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Xin Xue
- School of Rehabilitation ScienceShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Xu‐Yun Hua
- Department of Traumatology and Orthopedics, Yueyang HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Jian‐Guang Xu
- School of Rehabilitation ScienceShanghai University of Traditional Chinese MedicineShanghaiChina
- Center of Rehabilitation Medicine, Yueyang HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
- Engineering Research Center of Traditional Chinese Medicine Intelligent RehabilitationMinistry of EducationShanghaiChina
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Frank GKW, Shott ME, Sternheim LC, Swindle S, Pryor TL. Persistence, Reward Dependence, and Sensitivity to Reward Are Associated With Unexpected Salience Response in Girls but Not in Adult Women: Implications for Psychiatric Vulnerabilities. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2022; 7:1170-1182. [PMID: 33872764 DOI: 10.1016/j.bpsc.2021.04.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 04/06/2021] [Accepted: 04/07/2021] [Indexed: 12/16/2022]
Abstract
BACKGROUND Adolescence is a critical period for the development of not only personality but also psychopathology. These processes may be specific to sex, and brain reward circuits may have a role. Here, we studied how reward processing and temperament associations differ across adolescent and adult females. METHODS A total of 29 adolescent girls and 41 adult women completed temperament assessments and performed a classical taste conditioning paradigm during brain imaging. Data were analyzed for the dopamine-related prediction error response. In addition, unexpected stimulus receipt or omission and expected receipt response were also analyzed. Heat maps identified cortical-subcortical brain response associations. RESULTS Adolescents showed stronger prediction error and unexpected receipt and omission responses (partial η2 = 0.063 to 0.166; p = .001 to .043) in insula, orbitofrontal cortex (OFC), and striatum than adults. Expected stimulus receipt response was similar between groups. In adolescents versus adults, persistence was more strongly positively related to prediction error (OFC, insula, striatum; Fisher's z = 1.704 to 3.008; p = .001 to .044) and unexpected stimulus receipt (OFC, insula; Fisher's z = 1.843 to 2.051; p = .014 to .033) and negatively with omission (OFC, insula, striatum; Fisher's z = -1.905 to -3.069; p = .001 to .028). Reward sensitivity and reward dependence correlated more positively with unexpected stimulus receipt and more negatively with stimulus omission response in adolescents. Adolescents showed significant correlations between the striatum and FC for unexpected stimulus receipt and omission that correlated with persistence but were absent in adults. CONCLUSIONS Associations between temperamental traits and brain reward response may provide neurotypical markers that contribute to developing adaptive or maladaptive behavior patterns when transitioning from adolescence to adulthood.
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Affiliation(s)
- Guido K W Frank
- Department of Psychiatry, University of California San Diego, San Diego, California; Eating Disorders Center for Treatment and Research, UC San Diego Health, San Diego, California.
| | - Megan E Shott
- Department of Psychiatry, University of California San Diego, San Diego, California
| | - Lot C Sternheim
- Department of Clinical Psychology, Utrecht University, Utrecht, the Netherlands
| | - Skylar Swindle
- Department of Psychiatry, University of California San Diego, San Diego, California
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Wang J, Beecher K, Chehrehasa F, Moody H. The limitations of investigating appetite through circuit manipulations: are we biting off more than we can chew? Rev Neurosci 2022; 34:295-311. [PMID: 36054842 DOI: 10.1515/revneuro-2022-0072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 07/09/2022] [Indexed: 11/15/2022]
Abstract
Disordered eating can underpin a number of debilitating and prevalent chronic diseases, such as obesity. Broader advances in psychopharmacology and biology have motivated some neuroscientists to address diet-induced obesity through reductionist, pre-clinical eating investigations on the rodent brain. Specifically, chemogenetic and optogenetic methods developed in the 21st century allow neuroscientists to perform in vivo, region-specific/projection-specific/promoter-specific circuit manipulations and immediately assess the impact of these manipulations on rodent feeding. These studies are able to rigorously conclude whether a specific neuronal population regulates feeding behaviour in the hope of eventually developing a mechanistic neuroanatomical map of appetite regulation. However, an artificially stimulated/inhibited rodent neuronal population that changes feeding behaviour does not necessarily represent a pharmacological target for treating eating disorders in humans. Chemogenetic/optogenetic findings must therefore be triangulated with the array of theories that contribute to our understanding of appetite. The objective of this review is to provide a wide-ranging discussion of the limitations of chemogenetic/optogenetic circuit manipulation experiments in rodents that are used to investigate appetite. Stepping into and outside of medical science epistemologies, this paper draws on philosophy of science, nutrition, addiction biology and neurophilosophy to prompt more integrative, transdisciplinary interpretations of chemogenetic/optogenetic appetite data. Through discussing the various technical and epistemological limitations of these data, we provide both an overview of chemogenetics and optogenetics accessible to non-neuroscientist obesity researchers, as well as a resource for neuroscientists to expand the number of lenses through which they interpret their circuit manipulation findings.
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Affiliation(s)
- Joshua Wang
- School of Clinical Sciences, Faculty of Health, Queensland University of Technology, 2 George Street, Brisbane 4000, QLD, Australia
| | - Kate Beecher
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Building 71/918 Royal Brisbane and Women's Hospital Campus, Herston 4029, QLD, Australia
| | - Fatemeh Chehrehasa
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, 2 George Street, Brisbane 4000, QLD, Australia
| | - Hayley Moody
- Queensland University of Technology, 2 George Street, Brisbane 4000, QLD, Australia
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8
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Campos A, Port JD, Acosta A. Integrative Hedonic and Homeostatic Food Intake Regulation by the Central Nervous System: Insights from Neuroimaging. Brain Sci 2022; 12:431. [PMID: 35447963 PMCID: PMC9032173 DOI: 10.3390/brainsci12040431] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 03/11/2022] [Accepted: 03/22/2022] [Indexed: 02/01/2023] Open
Abstract
Food intake regulation in humans is a complex process controlled by the dynamic interaction of homeostatic and hedonic systems. Homeostatic regulation is controlled by appetitive signals from the gut, adipose tissue, and the vagus nerve, while conscious and unconscious reward processes orchestrate hedonic regulation. On the one hand, sight, smell, taste, and texture perception deliver potent food-related feedback to the central nervous system (CNS) and influence brain areas related to food reward. On the other hand, macronutrient composition stimulates the release of appetite signals from the gut, which are translated in the CNS into unconscious reward processes. This multi-level regulation process of food intake shapes and regulates human ingestive behavior. Identifying the interface between hormones, neurotransmitters, and brain areas is critical to advance our understanding of conditions like obesity and develop better therapeutical interventions. Neuroimaging studies allow us to take a glance into the central nervous system (CNS) while these processes take place. This review focuses on the available neuroimaging evidence to describe this interaction between the homeostatic and hedonic components in human food intake regulation.
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Affiliation(s)
- Alejandro Campos
- Precision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA;
| | - John D. Port
- Department of Diagnostic Radiology, Mayo Clinic, Rochester, MN 55905, USA;
| | - Andres Acosta
- Precision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA;
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The use of 'artificial saliva' as a neutral control condition in gustatory research: Artificial saliva is not a neutral gustatory stimulus. Physiol Behav 2021; 229:113254. [PMID: 33220327 DOI: 10.1016/j.physbeh.2020.113254] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 11/16/2020] [Indexed: 11/22/2022]
Abstract
Distilled water with NaHCO3 and KCl is a solution often referred to as 'artificial saliva' because its chemical composition mimics human saliva. It is often used as a control stimulus in gustatory research, especially in neuroimaging, owing to the claim that it does not produce a response in primary gustatory cortex Yet evidence that human research volunteers perceive this liquid as affectively neutral is lacking. Unpublished data from our lab suggested that this solution might be perceived as aversive. This study set out to systematically test the parameters influencing taste neutrality. We used two different concentrations of distilled water with NaHCO3 and KCl, as well as bottled water as a control stimulus. Healthy adults rated all stimuli on two separate scales to rule out an interpretation based on the specifics of a single scale. Our participants rated artificial saliva as aversive on both scales. The bottled water was rated as neutral in valence on both scales, and as significantly less intense in sensation than both concentrations of the artificial saliva. This is the first study to have directly tested the subjective feelings that accompany the ingestion of these oft-used solutions on a trial-by-trial basis. We found that these stimuli, which were previously assumed to be neutral, may not be perceived as such by research participants. Therefore, future gustatory studies should take care when using this solution as a neutral baseline. It is advised that trial-by-trial ratings are collected. Also, depending on the nature of future studies, bottled water may be considered as a preferable neutral baseline.
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Hunter SR, Reister EJ, Cheon E, Mattes RD. Low Calorie Sweeteners Differ in Their Physiological Effects in Humans. Nutrients 2019; 11:E2717. [PMID: 31717525 PMCID: PMC6893706 DOI: 10.3390/nu11112717] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 11/04/2019] [Accepted: 11/06/2019] [Indexed: 12/13/2022] Open
Abstract
Low calorie sweeteners (LCS) are prevalent in the food supply for their primary functional property of providing sweetness with little or no energy. Though tested for safety individually, there has been extremely limited work on the efficacy of each LCS. It is commonly assumed all LCS act similarly in their behavioral and physiological effects. However, each LCS has its own chemical structure that influences its metabolism, making each LCS unique in its potential effects on body weight, energy intake, and appetite. LCS may have different behavioral and physiological effects mediated at the sweet taste receptor, in brain activation, with gut hormones, at the microbiota and on appetitive responses. Further elucidation of the unique effects of the different commercially available LCS may hold important implications for recommendations about their use for different health outcomes.
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Affiliation(s)
| | | | | | - Richard D. Mattes
- Department of Nutrition Science, Purdue University, West Lafayette, IN 47907, USA; (S.R.H.); (E.J.R.); (E.C.)
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Olsavsky AK, Shott ME, DeGuzman MC, Frank GKW. Neural correlates of taste reward value across eating disorders. Psychiatry Res Neuroimaging 2019; 288:76-84. [PMID: 30149963 PMCID: PMC6379157 DOI: 10.1016/j.pscychresns.2018.08.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Revised: 08/14/2018] [Accepted: 08/15/2018] [Indexed: 12/22/2022]
Abstract
Individuals with eating disorders (ED) make extreme food choices, raising the possibility of altered food-value computation. We utilized an associative taste reward learning paradigm to test whether value signaling differs between participants with EDs vs. healthy controls (HC). We followed up on previous work examining prediction error (PE) signaling, which is a brain response to violation of a learned reward contingency. Expected value (EV) signal is a trial-by-trial assessment of reward significance accounting for error signaling, reward-likelihood, and learning rate. Adult female participants (N = 111) performed a temporal difference (TD) fMRI taste task, which is a specific type of associative reward learning paradigm, to determine EV signal: Anorexia Nervosa-ill (N = 28), Anorexia Nervosa-recovered (N = 20), Bulimia Nervosa (BN) (N = 20), and HC (N= 43). Anatomical region-of-interest (ROI) analyses were performed utilizing EV regressors derived via algorithm, with ROIs based on prior EV analyses: orbitofrontal cortex, anterior cingulate (ACC), amygdala, and striatum. EV signal was elevated in the bilateral ACC in AN-ill vs. HC and BN. Intolerance of uncertainty negatively correlated with EV in AN-ill. BMI and EV were negatively-correlated across groups. Altered ACC EV computation in response to food stimuli could contribute to food restriction in AN-ill.
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Affiliation(s)
- Aviva K Olsavsky
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, Colorado, USA
| | - Megan E Shott
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, Colorado, USA
| | - Marisa C DeGuzman
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, Colorado, USA; Department of Neuroscience, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, ColoradoO, USA
| | - Guido K W Frank
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, Colorado, USA; Department of Neuroscience, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, ColoradoO, USA.
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Canna A, Prinster A, Fratello M, Puglia L, Magliulo M, Cantone E, Pirozzi MA, Di Salle F, Esposito F. A low-cost open-architecture taste delivery system for gustatory fMRI and BCI experiments. J Neurosci Methods 2019; 311:1-12. [PMID: 30308211 DOI: 10.1016/j.jneumeth.2018.10.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2018] [Revised: 09/29/2018] [Accepted: 10/05/2018] [Indexed: 12/24/2022]
Abstract
BACKGROUND Tasting is a complex process involving chemosensory perception and cognitive evaluation. Different experimental designs and solution delivery approaches may in part explain the variability reported in literature. These technical aspects certainly limit the development of taste-related brain computer interface devices. NEW METHOD We propose a novel modular, scalable and low-cost device for rapid injection of small volumes of taste solutions during fMRI experiments that gathers the possibility to flexibly increase the number of channels, allowing complex multi-dimensional taste experiments. We provide the full description of the hardware and software architecture and illustrate the application of the working prototype in single-subject event-related fMRI experiments by showing the BOLD responses to basic taste qualities and to five intensities of tastes during the course of perception. RESULTS The device is shown to be effective in activating multiple clusters within the gustatory pathway and a precise time-resolved event-related analysis is shown to be possible by the impulsive nature of the induced perception. COMPARISON WITH EXISTING METHOD(S) This gustometer represents the first implementation of a low-cost, easily replicable and portable device that is suitable for all kinds of fMRI taste experiments. Its scalability will boost the experimental design of more complex multi-dimensional fMRI studies of the human taste pathway. CONCLUSIONS The gustometer represents a valid open-architecture alternative to other available devices and its spread and development may contribute to an increased standardization of experimental designs in human fMRI studies of taste perception and pave the way to the development of novel taste-related BCIs.
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Affiliation(s)
- Antonietta Canna
- Department of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, Baronissi, Salerno, Italy.
| | - Anna Prinster
- Biostructure and Bioimaging Institute, National Research Council, Naples, Italy
| | | | - Luca Puglia
- Department of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, Baronissi, Salerno, Italy
| | - Mario Magliulo
- Biostructure and Bioimaging Institute, National Research Council, Naples, Italy
| | - Elena Cantone
- Section of ENT, Department of Neuroscience, "Federico II" University, Naples, Italy
| | | | - Francesco Di Salle
- Department of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, Baronissi, Salerno, Italy; Department of Diagnostic Imaging, University Hospital "San Giovanni di Dio e Ruggi D'Aragona", Salerno, Italy
| | - Fabrizio Esposito
- Department of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, Baronissi, Salerno, Italy; Department of Diagnostic Imaging, University Hospital "San Giovanni di Dio e Ruggi D'Aragona", Salerno, Italy
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13
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Frank GKW, DeGuzman MC, Shott ME, Laudenslager ML, Rossi B, Pryor T. Association of Brain Reward Learning Response With Harm Avoidance, Weight Gain, and Hypothalamic Effective Connectivity in Adolescent Anorexia Nervosa. JAMA Psychiatry 2018; 75:1071-1080. [PMID: 30027213 PMCID: PMC6233809 DOI: 10.1001/jamapsychiatry.2018.2151] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
IMPORTANCE Anorexia nervosa (AN) is associated with adolescent onset, severe low body weight, and high mortality as well as high harm avoidance. The brain reward system could have an important role in the perplexing drive for thinness and food avoidance in AN. OBJECTIVE To test whether brain reward learning response to taste in adolescent AN is altered and associated with treatment response, striatal-hypothalamic connectivity, and elevated harm avoidance. DESIGN, SETTING, AND PARTICIPANTS In this cross-sectional multimodal brain imaging study, adolescents and young adults with AN were matched with healthy controls at a university brain imaging facility and eating disorder treatment program. During a sucrose taste classical conditioning paradigm, violations of learned associations between conditioned visual and unconditioned taste stimuli evoked the dopamine-related prediction error (PE). Dynamic effective connectivity during sweet taste receipt was studied to investigate hierarchical brain activation across the brain network that regulates eating. The study was conducted from July 2012 to May 2017, and data were analyzed from June 2017 to December 2017. MAIN OUTCOMES AND MEASURES Prediction error brain reward response across the insula, caudate, and orbitofrontal cortex; dynamic effective connectivity between hypothalamus and ventral striatum; and treatment weight gain, harm avoidance scores, and salivary cortisol levels and their correlations with PE brain response. RESULTS Of 56 female participants with AN included in the study, the mean (SD) age was 16.6 (2.5) years, and the mean (SD) body mass index (BMI; calculated as weight in kilograms divided by height in meters squared) was 15.9 (0.9); of 52 matched female controls, the mean (SD) age was 16.0 (2.8) years, and the mean (SD) BMI was 20.9 (2.1). Prediction error response was elevated in participants with AN in the caudate head, nucleus accumbens, and insula (multivariate analysis of covariance: Wilks λ, 0.707; P = .02; partial η2 = 0.296), which correlated negatively with sucrose taste pleasantness. Bilateral AN orbitofrontal gyrus rectus PE response was positively correlated with harm avoidance (right ρ, 0.317; 95% CI, 0.091 to 0.539; P < .02; left ρ, 0.336; 95% CI, 0.112 to 0.550; P < .01) but negatively correlated with treatment BMI change (right ρ, -0.282; 95% CI, -0.534 to -0.014; P < .04; left ρ, -0.268; 95% CI, -0.509 to -0.018; P < .045). Participants with AN showed effective connectivity from ventral striatum to hypothalamus, and connectivity strength was positively correlated with insula and orbitofrontal PE response. Right frontal cortex PE response was associated with cortisol, which correlated with body dissatisfaction. CONCLUSIONS AND RELEVANCE These results further support elevated PE signal in AN and suggest a link between PE and elevated harm avoidance, brain connectivity, and weight gain in AN. Prediction error may have a central role in adolescent AN in driving anxiety and ventral striatal-hypothalamus circuit-controlled food avoidance.
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Affiliation(s)
- Guido K. W. Frank
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora,Neuroscience Program, University of Colorado Anschutz Medical Campus, Aurora
| | - Marisa C. DeGuzman
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora,Neuroscience Program, University of Colorado Anschutz Medical Campus, Aurora
| | - Megan E. Shott
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora
| | - Mark L. Laudenslager
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora
| | - Brogan Rossi
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora
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Han P, Bagenna B, Fu M. The sweet taste signalling pathways in the oral cavity and the gastrointestinal tract affect human appetite and food intake: a review. Int J Food Sci Nutr 2018; 70:125-135. [PMID: 30058435 DOI: 10.1080/09637486.2018.1492522] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Sweet taste is associated with food reward and energy source in the form of carbohydrate. Excessive sweet consumption is blamed for the prevalence of obesity. However, evidence for the potential of sweet taste to influence food intake and bodyweight regulation in humans remains unclear. The purpose of this review was to examine the physiological responses relevant to sweet taste mechanisms and the impact on appetite control. The literature was examined for studies that assessed the effects of non-nutritive sweeteners and natural sugars on hormonal secretions and neural activations via oral and gastrointestinal pathways. The findings indicated that a network of sweet taste signalling pathways in the oral cavity and the gut seem to mediate hormonal responses and some metabolism differences in neural circus that orchestrating the hunger-satiety cycle. Individual variations of sweet taste perception which is modulated by hormonal and genetic factors have been associated with dietary nutrient and sugar consumption.
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Affiliation(s)
- Pengfei Han
- a Smell & Taste Clinic Department of Otorhinolaryngology , Technical University of Dresden , Dresden , Germany
| | - Bagenna Bagenna
- b College of Traditional Mongolian Medicine and Pharmacy , Inner Mongolia University for Nationalities , Tongliao , China
| | - Minghai Fu
- b College of Traditional Mongolian Medicine and Pharmacy , Inner Mongolia University for Nationalities , Tongliao , China
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15
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Frank GKW, Shott ME, DeGuzman MC, Smolen A. Dopamine D2 -141C Ins/Del and Taq1A polymorphisms, body mass index, and prediction error brain response. Transl Psychiatry 2018; 8:102. [PMID: 29795192 PMCID: PMC5966465 DOI: 10.1038/s41398-018-0147-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Revised: 02/05/2018] [Accepted: 04/04/2018] [Indexed: 12/13/2022] Open
Abstract
The prediction error model is a widely used paradigm that is conceptually based on neuronal dopamine function. However, whether dopamine receptor gene alleles contribute to human neuroimaging prediction error results is uncertain. Recent research implicated the dopamine D2 receptor in behavior response during a prediction error paradigm and we expected that polymorphisms of that receptor would contribute to prediction error brain response. In this study, healthy female participants in the early follicular phase of the menstrual cycle underwent a taste prediction error paradigm during functional magnetic resonance imaging. Participants were also genotyped for dopamine receptor polymorphisms. Our data suggest that the dopamine D2 receptor -141C Ins/Del and Taq1A polymorphisms together with body mass index selectively explain putamen prediction error response. This was true using a region of interest analysis as well as for a whole-brain analysis (FWE corrected). Polymorphisms for dopamine D1 or D4 receptors, dopamine transporter, or COMT did not significantly contribute to prediction error activation. The prediction error model is a computational reward-learning paradigm that is important in psychiatric research and has been associated with dopamine. The results from this study indicate that dopamine D2 receptor polymorphisms together with body mass index are important determinants to include in research that tests prediction error response of the brain. Psychiatric disorders are frequently associated with elevated or reduced body weight. Adding BMI to genetic information in brain-imaging studies that use reward and the prediction error paradigm may be important to increase validity and reliability of results.
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Affiliation(s)
- Guido K. W. Frank
- 0000 0001 0703 675Xgrid.430503.1Department of Psychiatry, University of Colorado School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO USA ,0000 0001 0703 675Xgrid.430503.1Neuroscience Program, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO USA
| | - Megan E. Shott
- 0000 0001 0703 675Xgrid.430503.1Department of Psychiatry, University of Colorado School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO USA
| | - Marisa C. DeGuzman
- 0000 0001 0703 675Xgrid.430503.1Department of Psychiatry, University of Colorado School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO USA ,0000 0001 0703 675Xgrid.430503.1Neuroscience Program, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO USA
| | - Andrew Smolen
- 0000000096214564grid.266190.aUniversity of Colorado Boulder, Institute for Behavioral Genetics, Boulder, CO USA
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16
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Ely AV, Wierenga CE, Bischoff-Grethe A, Bailer UF, Berner LA, Fudge JL, Paulus MP, Kaye WH. Response in taste circuitry is not modulated by hunger and satiety in women remitted from bulimia nervosa. JOURNAL OF ABNORMAL PSYCHOLOGY 2017; 126:519-530. [PMID: 28691842 PMCID: PMC5505182 DOI: 10.1037/abn0000218] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Individuals with bulimia nervosa (BN) engage in episodes of binge eating, marked by loss of control and eating despite fullness. Does altered reward and metabolic state contribute to BN pathophysiology? Normally, hunger increases (and satiety decreases) reward salience to regulate eating. We investigated whether BN is associated with an abnormal response in a neural circuit involved in translating taste signals into motivated behavior, when hungry and fed. Twenty-six women remitted from BN (RBN) and 22 control women (CW) were administered water and sucrose during 2 counterbalanced fMRI visits, following a 16-hr fast or a standardized breakfast. Significant Group × Condition interactions were found in the left putamen, insula, and amygdala. Post hoc analyses revealed CW were significantly more responsive to taste stimuli when hungry versus fed in the left putamen and amygdala. In contrast, RBN response did not differ between conditions. Further, RBN had greater activation in the left amygdala compared with CW when fed. Findings suggest that RBN neural response to rewarding stimuli may not be modulated by metabolic state. Data raise the possibility that disinhibited eating in BN could result from a failure to devalue food reward when fed, resulting in an exaggerated response. (PsycINFO Database Record
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Affiliation(s)
- Alice V Ely
- Department of Psychiatry, University of California San Diego
| | | | | | - Ursula F Bailer
- Department of Psychiatry, University of California San Diego
| | - Laura A Berner
- Department of Psychiatry, University of California San Diego
| | - Julie L Fudge
- Departments of Neuroscience and Psychiatry, University of Rochester Medical Center
| | - Martin P Paulus
- Department of Psychiatry, University of California San Diego
| | - Walter H Kaye
- Department of Psychiatry, University of California San Diego
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17
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Melrose AJ, Bailer U, Wierenga CE, Bischoff-Grethe A, Paulus MP, Kaye WH. Amphetamine alters neural response to sucrose in healthy women. Psychiatry Res Neuroimaging 2016; 252:19-25. [PMID: 27179312 DOI: 10.1016/j.pscychresns.2016.04.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Revised: 04/29/2016] [Accepted: 04/29/2016] [Indexed: 10/21/2022]
Abstract
Amphetamine, likely via action on the brain's dopaminergic systems, induces anorectic eating behavior and blunts dopaminergic midbrain activation to rewards. Past work has hypothesized that this blunted reward responsivity is a result of increasing tonic over phasic DA activity. We sought to extend past findings to sweet taste during fMRI following single-blind administration of dextroamphetamine and placebo in 11 healthy women. We hypothesized that neural response in both limbic and cognitive sweet taste circuits would mirror past work with monetary rewards by effectively blunting sweet taste reward, and 'equalizing' it's rewarding taste with receipt of water. Behavioral results showed that amphetamine reduced self-reported hunger (supporting the existence of amphetamine anorexia) and increased self-report euphoria. In addition, region of Interest analysis revealed significant treatment by taste interactions in the middle insula and dorsal anterior cingulate confirming the 'equalizing' hypothesis in the cingulate, but unlike monetary reinforcers, the insula actually evinced enhanced separation between tastes on the amphetamine day. These results suggest a divergence from prior research using monetary reinforcers when extended to primary reinforcers, and may hint that altering dopaminergic signaling in the insula and anterior cingulate may be a target for pharmacological manipulation of appetite, and the treatment of obesity.
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Affiliation(s)
- A James Melrose
- Eating Disorders Research and Treatment Program, UCSD Department of Psychiatry, 4510 Executive Dr., Suite 315, San Diego, CA 92121-3021, USA
| | - Ursula Bailer
- Eating Disorders Research and Treatment Program, UCSD Department of Psychiatry, 4510 Executive Dr., Suite 315, San Diego, CA 92121-3021, USA; Medical University of Vienna, Department of Psychiatry and Psychotherapy, Division of Biological Psychiatry, Waehringer Gurtel 18-20, A-1090 Vienna, Austria
| | - Christina E Wierenga
- Eating Disorders Research and Treatment Program, UCSD Department of Psychiatry, 4510 Executive Dr., Suite 315, San Diego, CA 92121-3021, USA; Veterans Affairs San Diego Healthcare System, Research Service, Psychiatry Service, 3350 La Jolla Village Dr., San Diego, CA 92161, USA
| | - Amanda Bischoff-Grethe
- Eating Disorders Research and Treatment Program, UCSD Department of Psychiatry, 4510 Executive Dr., Suite 315, San Diego, CA 92121-3021, USA
| | - Martin P Paulus
- Eating Disorders Research and Treatment Program, UCSD Department of Psychiatry, 4510 Executive Dr., Suite 315, San Diego, CA 92121-3021, USA; Laureate Institute for Brain Research, 6655 S Yale Ave, Tulsa, OK 74136-3326, USA
| | - Walter H Kaye
- Eating Disorders Research and Treatment Program, UCSD Department of Psychiatry, 4510 Executive Dr., Suite 315, San Diego, CA 92121-3021, USA.
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18
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Chen J, Papies EK, Barsalou LW. A core eating network and its modulations underlie diverse eating phenomena. Brain Cogn 2016; 110:20-42. [PMID: 27156016 DOI: 10.1016/j.bandc.2016.04.004] [Citation(s) in RCA: 81] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Revised: 01/03/2016] [Accepted: 04/15/2016] [Indexed: 12/20/2022]
Abstract
We propose that a core eating network and its modulations account for much of what is currently known about the neural activity underlying a wide range of eating phenomena in humans (excluding homeostasis and related phenomena). The core eating network is closely adapted from a network that Kaye, Fudge, and Paulus (2009) proposed to explain the neurocircuitry of eating, including a ventral reward pathway and a dorsal control pathway. In a review across multiple literatures that focuses on experiments using functional Magnetic Resonance Imaging (fMRI), we first show that neural responses to food cues, such as food pictures, utilize the same core eating network as eating. Consistent with the theoretical perspective of grounded cognition, food cues activate eating simulations that produce reward predictions about a perceived food and potentially motivate its consumption. Reviewing additional literatures, we then illustrate how various factors modulate the core eating network, increasing and/or decreasing activity in subsets of its neural areas. These modulating factors include food significance (palatability, hunger), body mass index (BMI, overweight/obesity), eating disorders (anorexia nervosa, bulimia nervosa, binge eating), and various eating goals (losing weight, hedonic pleasure, healthy living). By viewing all these phenomena as modulating a core eating network, it becomes possible to understand how they are related to one another within this common theoretical framework. Finally, we discuss future directions for better establishing the core eating network, its modulations, and their implications for behavior.
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Affiliation(s)
- Jing Chen
- Department of Psychology, Emory University, United States
| | - Esther K Papies
- Institute of Neuroscience and Psychology, University of Glasgow, UK; School of Psychology, University of Glasgow, UK
| | - Lawrence W Barsalou
- Institute of Neuroscience and Psychology, University of Glasgow, UK; School of Psychology, University of Glasgow, UK.
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19
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Wagner A, Simmons AN, Oberndorfer TA, Frank GK, McCurdy-McKinnon D, Fudge JL, Yang TT, Paulus MP, Kaye WH. Altered sensitization patterns to sweet food stimuli in patients recovered from anorexia and bulimia nervosa. Psychiatry Res 2015; 234:305-13. [PMID: 26596520 PMCID: PMC6547368 DOI: 10.1016/j.pscychresns.2015.10.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2015] [Revised: 09/16/2015] [Accepted: 10/08/2015] [Indexed: 11/17/2022]
Abstract
Recent studies show that higher-order appetitive neural circuitry may contribute to restricted eating in anorexia nervosa (AN) and overeating in bulimia nervosa (BN). The purpose of this study was to determine whether sensitization effects might underlie pathologic eating behavior when a taste stimulus is administered repeatedly. Recovered AN (RAN, n=14) and BN (RBN, n=15) subjects were studied in order to avoid the confounding effects of altered nutritional state. Functional magnetic resonance imaging (fMRI) measured higher-order brain response to repeated tastes of sucrose (caloric) and sucralose (non-caloric). To test sensitization, the neuronal response to the first and second administration was compared. RAN patients demonstrated a decreased sensitization to sucrose in contrast to RBN patients who displayed the opposite pattern, increased sensitization to sucrose. However, the latter was not as pronounced as in healthy control women (n=13). While both eating disorder subgroups showed increased sensitization to sucralose, the healthy controls revealed decreased sensitization. These findings could reflect on a neuronal level the high caloric intake of RBN during binges and the low energy intake for RAN. RAN seem to distinguish between high energy and low energy sweet stimuli while RBN do not.
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Affiliation(s)
- Angela Wagner
- University of California at San Diego, Department of Psychiatry, La Jolla, CA 92093-0603, USA
| | - Alan N. Simmons
- University of California at San Diego, Department of Psychiatry, La Jolla, CA 92093-0603, USA,Veterans Affairs San Diego Healthcare System, Psychiatry Service, San Diego CA 92161, USA
| | - Tyson A. Oberndorfer
- University of California at San Diego, Department of Psychiatry, La Jolla, CA 92093-0603, USA,University of Colorado Denver Health Sciences Center, Department of Internal Medicine, 12631 E. 17th Avenue, Aurora, CO 80045, USA
| | - Guido K.W. Frank
- University of Colorado Denver Health Sciences Center, Department of Psychiatry, The Children’s Hospital, 13123 E. 16 Ave, Aurora, CO 80045, USA
| | - Danyale McCurdy-McKinnon
- University of California at Los Angeles, Department of Psychiatry, Los Angeles, CA 90024-1759, USA
| | - Julie L. Fudge
- University of Rochester Medical Center, Departments of Psychiatry and Neurobiology and Anatomy, 601 Elmwood Avenue, Rochester, New York 14642-8409, USA
| | - Tony T. Yang
- University of California at San Francisco, Department of Psychiatry, Division of Child and Adolescent Psychiatry, San Francisco, CA 94143, USA
| | - Martin P. Paulus
- University of California at San Diego, Department of Psychiatry, La Jolla, CA 92093-0603, USA,Veterans Affairs San Diego Healthcare System, Psychiatry Service, San Diego CA 92161, USA
| | - Walter H. Kaye
- University of California at San Diego, Department of Psychiatry, La Jolla, CA 92093-0603, USA
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20
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Liu J, Claus ED, Calhoun VD, Hutchison KE. Brain regions affected by impaired control modulate responses to alcohol and smoking cues. J Stud Alcohol Drugs 2015; 75:808-16. [PMID: 25208199 DOI: 10.15288/jsad.2014.75.808] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE Despite the commonly observed comorbidity of alcohol and tobacco use disorders and years of research, the mechanism underlying concurrent use of alcohol and tobacco is not yet clear. In this study, we used functional magnetic resonance imaging (fMRI) to investigate the relationship between brain responses to alcohol and smoking cues in 45 subjects with episodic drinking and regular smoking. METHOD fMRI data were collected from two studies performing an alcohol-craving task and a smoking-craving task. First, we identified brain voxels significantly activated for both substance cues and then associated the activation of these voxels with various alcohol- and nicotine-dependence measures. Significant clusters (cluster-wise p < .05) correlated with behavioral assessments were extracted, and clusters identified from both cues were compared. RESULTS The association tests with various dependence scores showed that the loss of behavioral control subcategory in the Alcohol Dependence Scale was significantly correlated with brain activation of the posterior cingulate cortex (PCC) and right posterior insula regardless of cue types. CONCLUSIONS Our findings suggest that the PCC and right posterior insula, each playing a role in the salience network, are affected significantly by impaired control for alcohol and in turn influence brain responses to not only alcohol but also smoking cues, providing insight to neuronal mechanisms for concurrent use or comorbidity of alcohol and nicotine dependence.
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Affiliation(s)
- Jingyu Liu
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico, Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, New Mexico
| | - Eric D Claus
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
| | - Vince D Calhoun
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico, Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, New Mexico
| | - Kent E Hutchison
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico, Departments of Psychology and Neuroscience, University of Colorado, Boulder, Colorado
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Increased brain response to appetitive tastes in the insula and amygdala in obese compared with healthy weight children when sated. Int J Obes (Lond) 2014; 39:620-8. [PMID: 25582522 PMCID: PMC4390406 DOI: 10.1038/ijo.2014.206] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Revised: 10/17/2014] [Accepted: 11/10/2014] [Indexed: 11/15/2022]
Abstract
Objective There is evidence of altered neural taste response in female adolescents who are obese, and in adolescents who are at risk for obesity. To further understand risk factors for the development of overeating and obesity, we investigated response to tastes of sucrose and water in 23 obese and healthy weight children. Methods and design Thirteen healthy weight (HW) and 10 obese (OB) 8–12 year old children underwent functional magnetic resonance imaging while tasting sucrose and water. Additionally, children completed an eating in the absence of hunger paradigm and a sucrose liking task. Results A region of interest analysis revealed an elevated BOLD response to taste (sucrose and water) within the bilateral insula and amygdala in OB children relative to HW children. Whole brain analyses revealed a group by condition interaction within the paracingulate, medial frontal, middle frontal gyri, and right amygdala: post hoc analyses suggested an increased response to sucrose for OB relative to HW children, whereas HW children responded more strongly to water relative to sucrose. In addition, OB children, relative to HW, tended to recruit the right putamen as well as medial and lateral frontal and temporal regions bilaterally. Conclusion This study showed increased reactivity in the amygdala and insula in the OB compared to HW children, but no functional differentiation in the striatum, despite differences in the striatum previously seen in older samples. These findings support the concept of the association between increased neural processing of food reward in the development of obesity, and raise the possibility that emotional and interoceptive sensitivity could be an early vulnerability in obesity.
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Mochizuki H, Tanaka S, Morita T, Wasaka T, Sadato N, Kakigi R. The cerebral representation of scratching-induced pleasantness. J Neurophysiol 2014; 111:488-98. [DOI: 10.1152/jn.00374.2013] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Itch is an unpleasant sensation with the desire to scratch. Although it is well known that scratching itchy skin is pleasurable, the cerebral mechanisms underlying this phenomenon are poorly understood. We hypothesized that the reward system is associated with scratching-induced pleasantness. To investigate this hypothesis, a functional magnetic resonance imaging study was performed in 16 healthy subjects. Pleasantness was evoked by scratching the wrists where itch stimuli were applied, while scratching the dorsal forearms, far from itch stimuli, did not evoke pleasantness. Interestingly, pleasantness evoked by scratching activated not only the reward system (i.e., the striatum and midbrain) but also key regions of perception (i.e., the primary somatosensory cortex) and awareness of subjective feelings (i.e., the insular cortex), indicating that a broad network is involved in scratching-induced pleasantness. Moreover, although itch was suppressed by scratching, motor-related regions such as the supplementary motor area, premotor cortex, and cerebellum showed significant activation when pleasantness was evoked. This activation could explain why scratching-induced pleasantness potentially reinforces scratching behaviors. This study is the first to identify networks activated by scratching-induced pleasantness. The results of the present study provide important information on the cerebral mechanisms underlying why scratching itchy skin evokes pleasurable feelings that reinforce scratching behaviors.
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Affiliation(s)
- Hideki Mochizuki
- Department of Integrative Physiology, National Institute for Physiological Sciences, Okazaki, Aichi, Japan
| | - Satoshi Tanaka
- Center for Fostering Young and Innovative Researchers, Nagoya Institute of Technology, Nagoya, Aichi, Japan; and
| | - Tomoyo Morita
- Department of Integrative Physiology, National Institute for Physiological Sciences, Okazaki, Aichi, Japan
| | - Toshiaki Wasaka
- Department of Integrative Physiology, National Institute for Physiological Sciences, Okazaki, Aichi, Japan
| | - Norihiro Sadato
- Department of Cerebral Research, National Institute for Physiological Sciences, Okazaki, Aichi, Japan
| | - Ryusuke Kakigi
- Department of Integrative Physiology, National Institute for Physiological Sciences, Okazaki, Aichi, Japan
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Gemousakakis T, Anninos P, Zissimopoulos A, Seimenis I, Adamopoulos A, Pagonopoulou O, Prassopoulos P, Kotini A. A study on the age dependency of gustatory states: Low-frequency spectral component in the resting-state MEG. J Integr Neurosci 2013; 12:427-39. [DOI: 10.1142/s0219635213500258] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Mettler LN, Shott ME, Pryor T, Yang TT, Frank GK. White matter integrity is reduced in bulimia nervosa. Int J Eat Disord 2013; 46:264-73. [PMID: 23354827 PMCID: PMC3722416 DOI: 10.1002/eat.22083] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/19/2012] [Indexed: 01/01/2023]
Abstract
OBJECTIVE To investigate brain white matter (WM) functionality in bulimia nervosa (BN) in relation to anxiety. METHOD Twenty-one control women (CW, mean age 27 ± 7 years) and 20 BN women (mean age 25 ± 5 years) underwent brain diffusion tensor imaging to measure fractional anisotropy (FA; an indication of WM axon integrity) and the apparent diffusion coefficient (ADC; reflecting WM cell damage). RESULTS FA was decreased in BN in the bilateral corona radiata extending into the posterior limb of the internal capsule, the corpus callosum, the right sub-insular WM, and right fornix. In CW but not BN, trait anxiety correlated negatively with fornix, corpus callosum, and left corona radiata FA. ADC was increased in BN compared with CW in the bilateral corona radiata, corpus callosum, inferior fronto-occipital, and uncinate fasciculus. Alterations in BN WM functionality were not due to structural brain alterations. DISCUSSION WM integrity is disturbed in BN, especially in the corona radiata, which has been associated with taste and brain reward processing. Whether this is a premorbid condition or an effect from the illness is yet uncertain. The relationships between WM FA and trait anxiety in CW but not BN may suggest that altered WM functionality contributes to high anxious traits in BN.
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Affiliation(s)
- Lisa N. Mettler
- University of Colorado School of Medicine, Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Megan E. Shott
- University of Colorado School of Medicine, Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | | | - Tony T. Yang
- Department of Psychiatry, Division of Child and Adolescent Psychiatry, University of California, San Francisco, CA, USA,Department of Psychiatry, Division of Child and Adolescent Psychiatry, University of California, San Diego, CA, USA
| | - Guido K.W. Frank
- University of Colorado School of Medicine, Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA,Neuroscience Program, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO, USA
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26
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Reward circuit function in high BMI individuals with compulsive overeating: Similarities with addiction. Neuroimage 2012; 63:1800-6. [DOI: 10.1016/j.neuroimage.2012.08.073] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2012] [Revised: 08/20/2012] [Accepted: 08/22/2012] [Indexed: 11/22/2022] Open
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Barrós-Loscertales A, González J, Pulvermüller F, Ventura-Campos N, Bustamante JC, Costumero V, Parcet MA, Ávila C. Reading salt activates gustatory brain regions: fMRI evidence for semantic grounding in a novel sensory modality. Cereb Cortex 2012; 22:2554-63. [PMID: 22123940 PMCID: PMC4705335 DOI: 10.1093/cercor/bhr324] [Citation(s) in RCA: 118] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Because many words are typically used in the context of their referent objects and actions, distributed cortical circuits for these words may bind information about their form with perceptual and motor aspects of their meaning. Previous work has demonstrated such semantic grounding for sensorimotor, visual, auditory, and olfactory knowledge linked to words, which is manifest in activation of the corresponding areas of the cortex. Here, we explore the brain basis of gustatory semantic links of words whose meaning is primarily related to taste. In a blocked functional magnetic resonance imaging design, Spanish taste words and control words matched for a range of factors (including valence, arousal, image-ability, frequency of use, number of letters and syllables) were presented to 59 right-handed participants in a passive reading task. Whereas all the words activated the left inferior frontal (BA44/45) and the posterior middle and superior temporal gyri (BA21/22), taste-related words produced a significantly stronger activation in these same areas and also in the anterior insula, frontal operculum, lateral orbitofrontal gyrus, and thalamus among others. As these areas comprise primary and secondary gustatory cortices, we conclude that the meaning of taste words is grounded in distributed cortical circuits reaching into areas that process taste sensations.
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Affiliation(s)
- Alfonso Barrós-Loscertales
- Departamento de Psicología Básica, Clínica y Psicobiología, Facultad de Ciencias Humanas y Sociales, Universitat Jaume I, Avd. Vicente Sos Baynat s/n, Castelló 12071, Spain.
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Gemousakakis T, Kotini A, Anninos P, Zissimopoulos A, Prassopoulos P. MEG evaluation of taste by gender difference. J Integr Neurosci 2012; 10:537-45. [PMID: 22262540 DOI: 10.1142/s0219635211002828] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2011] [Accepted: 08/15/2011] [Indexed: 11/18/2022] Open
Abstract
Magnetoencephalographic recordings were evaluated in five different states: normal condition, sweet, bitter, sour, and salt taste. Twenty-eight healthy volunteers, 14 male and 14 female, ranging from 12 to 50 years of age, were included in the study. The results showed that, in the normal condition, as well as in the sweet and the bitter taste, the male volunteers exhibited a higher count of low-frequency than high-frequency channels compared to the femal ones; in the case of the sour taste, there was no clear differentiation between the genders; with the salt taste, the female volunteers exhibited a higher count of low-frequency channels whereas there was no clear differentiation in the number of high frequencies between the gender. A discrimination in the spatial distribution of the frequencies provides novel insights into the identification of gender-related taste sensation.
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Affiliation(s)
- T Gemousakakis
- Lab of Medical Physics, Department of Nuclear Physics, Medical School, Democritus University of Thrace, Alexandroupolis, 68100, Greece
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Frank GK, Reynolds JR, Shott ME, O’Reilly RC. Altered temporal difference learning in bulimia nervosa. Biol Psychiatry 2011; 70:728-735. [PMID: 21718969 PMCID: PMC3186835 DOI: 10.1016/j.biopsych.2011.05.011] [Citation(s) in RCA: 89] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2011] [Revised: 05/05/2011] [Accepted: 05/12/2011] [Indexed: 01/02/2023]
Abstract
BACKGROUND The neurobiology of bulimia nervosa (BN) is poorly understood. Recent animal literature suggests that binge eating is associated with altered brain dopamine (DA) reward function. In this study, we wanted to investigate DA-related brain reward learning in BN. METHODS Ill BN (n = 20, age: mean = 25.2, SD = 5.3 years) and healthy control women (CW) (n = 23, age: mean = 27.2, SD = 6.4 years) underwent functional magnetic resonance brain imaging together with application of a DA-related reward learning paradigm, the temporal difference (TD) model. That task involves association learning between conditioned visual and unconditioned taste stimuli, as well as unexpected violation of those learned associations. Study participants also completed the Sensitivity to Reward and Punishment Questionnaire. RESULTS Bulimia nervosa individuals showed reduced brain response compared with CW for unexpected receipt and omission of taste stimuli, as well as reduced brain regression response to the TD computer model generated reward values, in insula, ventral putamen, amygdala, and orbitofrontal cortex. Those results were qualitatively similar in BN individuals who were nondepressed and unmedicated. Binge/purge frequency in BN inversely predicted reduced TD model response. Bulimia nervosa individuals showed significantly higher Sensitivity to Reward and Punishment compared with CW. CONCLUSIONS This is the first study that relates reduced brain DA responses in BN to the altered learning of associations between arbitrary visual stimuli and taste rewards. This attenuated response is related to frequency of binge/purge episodes in BN. The brain DA neurotransmitter system could be an important treatment target for BN.
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Affiliation(s)
- Guido K.W. Frank
- Department of Psychiatry, University of Colorado Denver, The Children’s Hospital, Aurora, CO80045, USA, Department of Neuroscience, University of Colorado Denver; Anschutz Medical Campus, Aurora, CO 80045, USA
| | | | - Megan E. Shott
- Department of Psychiatry, University of Colorado Denver, The Children’s Hospital, Aurora, CO80045, USA
| | - Randall C. O’Reilly
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO 80309, USA
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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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Affiliation(s)
- Guido K W Frank
- Department of Psychiatry, Developmental Brain Research Program, University of Colorado Denver, The Children's Hospital, Gary Pavilion A036/B-130, 13123 East 16th Avenue, Aurora, CO 80045, USA.
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Bender G, Veldhuizen MG, Meltzer JA, Gitelman DR, Small DM. Neural correlates of evaluative compared with passive tasting. Eur J Neurosci 2009; 30:327-38. [PMID: 19614981 DOI: 10.1111/j.1460-9568.2009.06819.x] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
We used functional magnetic resonance imaging to test the hypothesis that the nature of the neural response to taste varies as a function of the task the subject is asked to perform. Subjects received sweet, sour, salty and tasteless solutions passively and while evaluating stimulus presence, pleasantness and identity. Within the insula and overlying operculum the location of maximal response to taste vs. tasteless varied as a function of task; however, the primary taste cortex (anterior dorsal insula/frontal operculum--AIFO), as well as a more ventral region of anterior insula, responded to taste vs. tasteless irrespective of task. Although the response here did not depend upon task, preferential connectivity between AIFO and the amygdala (bilaterally) was observed when subjects tasted passively compared with when they performed a task. This suggests that information transfer between AIFO and the amygdala is maximal during implicit processing of taste. In contrast, a region of the left lateral orbitofrontal cortex (OFC) responded preferentially to taste and to tasteless when subjects evaluated pleasantness, and was preferentially connected to earlier gustatory relays (caudomedial OFC and AIFO) when a taste was present. This suggests that processing in the lateral OFC organizes the retrieval of gustatory information from earlier relays in the service of computing perceived pleasantness. These findings show that neural encoding of taste varies as a function of task beyond that of the initial cortical representation.
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Kami YN, Goto TK, Tokumori K, Yoshiura T, Kobayashi K, Nakamura Y, Honda H, Ninomiya Y, Yoshiura K. The development of a novel automated taste stimulus delivery system for fMRI studies on the human cortical segregation of taste. J Neurosci Methods 2008; 172:48-53. [DOI: 10.1016/j.jneumeth.2008.04.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2008] [Revised: 04/01/2008] [Accepted: 04/06/2008] [Indexed: 10/22/2022]
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Filbey FM, Claus E, Audette AR, Niculescu M, Banich MT, Tanabe J, Du YP, Hutchison KE. Exposure to the taste of alcohol elicits activation of the mesocorticolimbic neurocircuitry. Neuropsychopharmacology 2008; 33:1391-401. [PMID: 17653109 PMCID: PMC2856647 DOI: 10.1038/sj.npp.1301513] [Citation(s) in RCA: 229] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
A growing number of imaging studies suggest that alcohol cues, mainly visual, elicit activation in mesocorticolimbic structures. Such findings are consistent with the growing recognition that these structures play an important role in the attribution of incentive salience and the pathophysiology of addiction. The present study investigated whether the presentation of alcohol taste cues can activate brain regions putatively involved in the acquisition and expression of incentive salience. Using functional magnetic resonance imaging, we recorded BOLD activity while delivering alcoholic tastes to 37 heavy drinking but otherwise healthy volunteers. The results yielded a pattern of BOLD activity in mesocorticolimbic structures (ie prefrontal cortex, striatum, ventral tegmental area/substantia nigra) relative to an appetitive control. Further analyses suggested strong connectivity between these structures during cue-elicited urge and demonstrated significant positive correlations with a measure of alcohol use problems (ie the Alcohol Use Disorders Identification Test). Thus, repeated exposure to the taste alcohol in the scanner elicits activation in mesocorticolimbic structures, and this activation is related to measures of urge and severity of alcohol problems.
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Affiliation(s)
- Francesca M Filbey
- Department of Psychology, University of Colorado at Boulder, Boulder, CO, USA
| | - Eric Claus
- Department of Psychology, University of Colorado at Boulder, Boulder, CO, USA
| | - Amy R Audette
- Department of Psychology, University of Colorado at Boulder, Boulder, CO, USA
| | - Michelle Niculescu
- Department of Psychology, University of Colorado at Boulder, Boulder, CO, USA
| | - Marie T Banich
- Department of Psychology, University of Colorado at Boulder, Boulder, CO, USA
- Department of Psychiatry, University of Colorado—Denver Health Sciences, Denver, CO, USA
- Institute of Cognitive Science, University of Colorado at Boulder, Boulder, CO, USA
| | - Jody Tanabe
- Department of Radiology, University of Colorado—Denver Health Sciences, Denver, CO, USA
| | - Yiping P Du
- Department of Psychiatry, University of Colorado—Denver Health Sciences, Denver, CO, USA
| | - Kent E Hutchison
- Department of Psychology, University of Colorado at Boulder, Boulder, CO, USA
- Correspondence: Dr KE Hutchison, Department of Psychology, University of Colorado at Boulder, CB345, Boulder, Colorado 80309, USA, Tel: +1 303 492 3298, Fax: +1 303 492 2967,
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Wagner A, Aizenstein H, Mazurkewicz L, Fudge J, Frank GK, Putnam K, Bailer UF, Fischer L, Kaye WH. Altered insula response to taste stimuli in individuals recovered from restricting-type anorexia nervosa. Neuropsychopharmacology 2008; 33:513-23. [PMID: 17487228 DOI: 10.1038/sj.npp.1301443] [Citation(s) in RCA: 209] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Anorexia nervosa (AN) is an illness characterized by aversion to ingestion of normally palatable foods. We examined whether there is a primary disturbance of taste processing and experience of pleasure using a sucrose/water task in conjunction with functional magnetic resonance imaging (fMRI). To avoid confounding effects of illness, 16 women recovered from restricting-type AN were compared to 16 control women (CW). We used a region of interest-based fMRI approach to test the idea that individuals with AN have differential neural activation in primary and secondary taste cortical regions after sucrose and water administration. Compared to CW, individuals recovered from AN showed a significantly lower neural activation of the insula, including the primary cortical taste region, and ventral and dorsal striatum to both sucrose and water. In addition, insular neural activity correlated with pleasantness ratings for sucrose in CW, but not in AN subjects. Altered taste processing may occur in AN, based on differences in activity in insular-striatal circuits. These data provide the first evidence that individuals with AN process taste stimuli differently than controls, based on differences in neural activation patterns.
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Affiliation(s)
- Angela Wagner
- Department of Psychiatry, School of Medicine, Western Psychiatric Institute and Clinic, University of Pittsburgh, Pittsburgh, PA 15213, USA
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Frank GKW, Oberndorfer TA, Simmons AN, Paulus MP, Fudge JL, Yang TT, Kaye WH. Sucrose activates human taste pathways differently from artificial sweetener. Neuroimage 2007; 39:1559-69. [PMID: 18096409 DOI: 10.1016/j.neuroimage.2007.10.061] [Citation(s) in RCA: 182] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2007] [Revised: 10/22/2007] [Accepted: 10/31/2007] [Indexed: 11/24/2022] Open
Abstract
Animal models suggest that sucrose activates taste afferents differently than non-caloric sweeteners. Little information exists how artificial sweeteners engage central taste pathways in the human brain. We assessed sucrose and sucralose taste pleasantness across a concentration gradient in 12 healthy control women and applied 10% sucrose and matched sucralose during functional magnet resonance imaging. The results indicate that (1) both sucrose and sucralose activate functionally connected primary taste pathways; (2) taste pleasantness predicts left insula response; (3) sucrose elicits a stronger brain response in the anterior insula, frontal operculum, striatum and anterior cingulate, compared to sucralose; (4) only sucrose, but not sucralose, stimulation engages dopaminergic midbrain areas in relation to the behavioral pleasantness response. Thus, brain response distinguishes the caloric from the non-caloric sweetener, although the conscious mind could not. This could have important implications on how effective artificial sweeteners are in their ability to substitute sugar intake.
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Affiliation(s)
- Guido K W Frank
- University of Colorado at Denver and Health Sciences Center, Department of Psychiatry, The Children's Hospital, Aurora, CO 80045, USA
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Haase L, Cerf-Ducastel B, Buracas G, Murphy C. On-line psychophysical data acquisition and event-related fMRI protocol optimized for the investigation of brain activation in response to gustatory stimuli. J Neurosci Methods 2007; 159:98-107. [PMID: 16978702 DOI: 10.1016/j.jneumeth.2006.07.009] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2006] [Revised: 07/04/2006] [Accepted: 07/06/2006] [Indexed: 10/24/2022]
Abstract
An experimental method for event-related functional magnetic resonance imaging that allows for the presentation of several chemosensory stimuli in the oral cavity during the same run, the collection of psychophysical measures (intensity or pleasantness) during the presentation of the stimuli, and the analysis of the data in an event-related fashion are described. The automatic pumps used to present taste stimuli allowed for multiple tastes to be delivered in small amounts under computer control. Psychophysical ratings of pleasantness or intensity were collected after each presentation of a taste stimulus and water, with the general labeled magnitude scale, using a joystick that controlled the movement of an arrow on the visual display. Performing these cognitive tasks required that the participant remained focused, and aided in the interpretation of the data collected. The perceived pleasantness differed across stimuli for all conditions; however, pleasantness ratings for the same stimulus displayed consistency, over the duration of the run and before each scan on separate days. Activation in response to sucrose and caffeine while the participant rated pleasantness was found in the insula, frontal operculum, rolandic operculum and orbitofrontal cortex which is consistent with previous taste fMRI studies.
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Affiliation(s)
- Lori Haase
- Department of Psychology, San Diego State University, San Diego, CA, USA
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Marciani L, Pfeiffer JC, Hort J, Head K, Bush D, Taylor AJ, Spiller RC, Francis S, Gowland PA. Improved methods for fMRI studies of combined taste and aroma stimuli. J Neurosci Methods 2006; 158:186-94. [PMID: 16839610 DOI: 10.1016/j.jneumeth.2006.05.035] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2006] [Revised: 05/26/2006] [Accepted: 05/27/2006] [Indexed: 11/18/2022]
Abstract
Previous neuroimaging studies of the cortical representation of gustatory and olfactory stimuli have often delivered tastants to the mouth in very small quantities or stimulated olfaction orthonasally. In studies of retro-nasal olfaction, swallowing was generally delayed to reduce head motion artefacts. The present fMRI study aims to improve upon such methodological limitations to allow investigation of the cortical representation of flavour (taste and aroma combination) as it typically occurs during the consumption of liquid foods. For this purpose we used (1) a novel, automated, sprayed stimulus delivery system and a larger volume of liquid sample (containing sweet tastants and banana/pear aroma volatiles) to achieve more extensive stimulation of the oral cavity taste receptors, (2) a pseudo-natural delivery paradigm that included prompt swallowing after each sample delivery to obtain physiological retro-nasal olfactory stimulation, (3) fMRI acquisition with wide brain coverage and double-echo EPI to improve sensitivity. We validated our paradigm for the delivery of volatiles using atmospheric pressure chemical ionisation mass spectrometry. This showed that the main retro-nasal delivery of volatiles in the paradigm occurs immediately after the swallow. Several brain areas were found to be activated, including the insula, frontal operculum, rolandic operculum/parietal lobe, piriform, dorsolateral prefrontal cortex, anterior cingulate cortex, ventro-medial thalamus, hippocampus and medial orbitofrontal cortex.
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Affiliation(s)
- Luca Marciani
- Wolfson Digestive Diseases Centre, University Hospital, University of Nottingham, Nottingham NG7 2UH, UK.
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Anninos P, Kotini A, Adamopoulos A, Hatzimihael A, Kekes G, Pavlidis P, Tamiolakis D. IDENTIFICATION OF TASTE QUALITY WITH THE USE OF MEG. J Integr Neurosci 2006; 5:535-40. [PMID: 17245821 DOI: 10.1142/s0219635206001318] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2006] [Accepted: 11/10/2006] [Indexed: 11/18/2022] Open
Abstract
We investigated the localization of current sources for spontaneous magnetoencephalographic (MEG) data in the frequency domain. MEGs were evaluated in three different states: (i) physiological condition; (ii) sweet taste, and (iii) salt taste. Low frequencies can be seen in the maps obtained with the sweet taste, whereas in the physiological and salt taste, the maps show higher frequencies in the majority of channels. A differentiation in the spatial distribution of the frequencies provides novel insights into the identification of taste quality with the MEG systems.
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Affiliation(s)
- P Anninos
- Lab of Medical Physics, Medical School, Democritus University of Thrace, University Campus, Alex/polis, 68100, Greece.
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Smits M, Peeters RR, van Hecke P, Sunaert S. A 3 T event-related functional magnetic resonance imaging (fMRI) study of primary and secondary gustatory cortex localization using natural tastants. Neuroradiology 2006; 49:61-71. [PMID: 17103153 DOI: 10.1007/s00234-006-0160-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2006] [Accepted: 09/04/2006] [Indexed: 10/23/2022]
Abstract
INTRODUCTION It is known that taste is centrally represented in the insula, frontal and parietal operculum, as well as in the orbitofrontal cortex (secondary gustatory cortex). In functional MRI (fMRI) experiments activation in the insula has been confirmed, but activation in the orbitofrontal cortex is only infrequently found, especially at higher field strengths (3 T). Due to large susceptibility artefacts, the orbitofrontal cortex is a difficult region to examine with fMRI. Our aim was to localize taste in the human cortex at 3 T, specifically in the orbitofrontal cortex as well as in the primary gustatory cortex. METHODS Event-related fMRI was performed at 3 T in seven healthy volunteers. Taste stimuli consisted of lemon juice and chocolate. To visualize activation in the orbitofrontal cortex a dedicated 3D SENSE EPI fMRI sequence was used, in addition to a 2D SENSE EPI fMRI sequence for imaging the entire brain. Data were analyzed using a perception-based model. RESULTS The dedicated 3D SENSE EPI sequence successfully reduced susceptibility artefacts in the orbitofrontal area. Significant taste-related activation was found in the orbitofrontal and insular cortices. CONCLUSION fMRI of the orbitofrontal cortex is feasible at 3 T, using a dedicated sequence. Our results corroborate findings from previous studies.
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Affiliation(s)
- Marion Smits
- Department of Radiology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands.
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Wagner A, Aizenstein H, Frank GK, Figurski J, May JC, Putnam K, Fischer L, Bailer UF, Henry SE, McConaha C, Vogel V, Kaye WH. Neural correlates of habituation to taste stimuli in healthy women. Psychiatry Res 2006; 147:57-67. [PMID: 16806849 DOI: 10.1016/j.pscychresns.2005.11.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2005] [Revised: 08/30/2005] [Accepted: 11/08/2005] [Indexed: 11/21/2022]
Abstract
Recent studies show that specific regions of the cortex contribute to modulation of appetitive behaviors. The purpose of this study was to determine whether neural response in these regions changes over time when a taste stimulus is administered repeatedly. Such a paradigm may be useful for determining whether altered habituation contributes to disturbed eating behavior. This study used a programmable syringe pump to compare administration of a 10% sucrose solution to distilled water in 11 healthy female subjects using functional magnetic resonance imaging. The stimuli were presented in either a sequential or pseudorandom order. An a priori 'Region of Interest' (ROI) based analysis method was used, with ROIs defined in the prefrontal cortex, insula, amygdala, and hippocampus. To test habituation, activation during the first half of each block was compared with activation during the second half. For the pseudorandom blocks, subjects showed habituation in almost all ROIs to water, but in none to sucrose. By contrast, for sequential blocks, both stimuli produced habituation in taste-related brain regions. These data suggest that habituation patterns in healthy subjects may depend on frequency and regularity of stimulus administration.
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Affiliation(s)
- Angela Wagner
- University of Pittsburgh, School of Medicine, Department of Psychiatry, Western Psychiatric Institute and Clinic, PA 15213, USA
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Pritchard TC, Edwards EM, Smith CA, Hilgert KG, Gavlick AM, Maryniak TD, Schwartz GJ, Scott TR. Gustatory neural responses in the medial orbitofrontal cortex of the old world monkey. J Neurosci 2006; 25:6047-56. [PMID: 15987934 PMCID: PMC6725056 DOI: 10.1523/jneurosci.0430-05.2005] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The primary taste cortex has widespread and occasionally dense projections to the orbitofrontal cortex (OFC) in the macaque. Nonetheless, electrophysiological studies have revealed that only 2-8% of the cells in the OFC are activated by taste stimuli on the tongue. We describe an area centered in Brodmann's area 13m of the medial OFC (mOFC) where taste neurons are more concentrated. It consists of a 12 mm2 core, where gustatory neurons constituted 20% of the population, and a 1 mm perimeter in which 8% of the cells responded to taste. Data were collected from three awake cynomolgus monkeys (Macaca fascicularis) prepared for chronic recording. Single neurons were isolated with epoxylite-coated tungsten microelectrodes and tested for responsiveness to 1.0 m glucose, 0.3 m NaCl, 0.03 m HCl, and 0.001 m QHCl. These stimuli elicited responses that were 96% excitatory and ranged from 5.2 to 5.9 spikes/s. Cells were broadly tuned (H = 0.79), similar to those in the anterior insula (H = 0.70), and decidedly unlike the narrowly tuned taste neurons in the caudolateral OFC (clOFC; H = 0.39). Whereas 82% of the taste cells in the clOFC respond to glucose, in the mOFC, HCl-responsive (56%), glucose-responsive (50%), NaCl-responsive (43%), and QHCl-responsive (40%) cells were almost evenly represented. The mOFC taste area appears to comprise a major gustatory relay that lies anatomically and functionally between the anterior insula and the clOFC.
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Affiliation(s)
- Thomas C Pritchard
- Department of Neural and Behavioral Sciences, The Pennsylvania State University College of Medicine, Hershey, Pennsylvania 17033, USA.
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Frank GK, Wagner A, Achenbach S, McConaha C, Skovira K, Aizenstein H, Carter CS, Kaye WH. Altered brain activity in women recovered from bulimic-type eating disorders after a glucose challenge: a pilot study. Int J Eat Disord 2006; 39:76-9. [PMID: 16254868 DOI: 10.1002/eat.20210] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
OBJECTIVE It is not known whether individuals with bulimic-type eating disorders have a dysregulation of brain pathways that modulate appetite. Taste plays a role in the regulation of appetite and the purpose of the current study was to determine whether bulimic women have alterations in the physiologic response to the blind administration of glucose. METHOD To avoid the confounding effects of a current eating disorder, and to assess possibly trait-related disturbances, we studied 10 subjects recovered (> or = 1 year) from a bulimic-type eating disorder and 6 control women. Subjects were administered a solution of glucose or artificial saliva (control solution) in alternating blocks during a functional magnet resonance imaging scan. RESULTS Individuals who recovered from a bulimic-type eating disorder had significantly lower activation in the right anterior cingulate cortex (ACC; Montreal Neurological Institute [MNI] coordinates x = 8, y = 22, z = 28; cluster size = 18 voxels, T = 5.11, Z-score = 3.78) and in the left cuneus (occipital cortex; MNI coordinates x = -12, y = -78, z = 10; cluster size = 21 voxels, T = 4.27, Z-score = 3.36), when glucose was compared with artificial saliva. CONCLUSION The ACC plays a role in the anticipation of reward. Individuals with bulimic-type eating disorders may have a reduced reward response to nutrients, and thus may be vulnerable to overeating. However, this is a small sample and the current study will need replication in a larger sample size with investigation of additional regions of interest.
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Affiliation(s)
- Guido K Frank
- Department of Psychiatry, School of Medicine, University of Pittsburgh, Western Psychiatric Institute and Clinic, Pittsburgh, Pennsylvania 15213, USA
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Onoda K, Kobayakawa T, Ikeda M, Saito S, Kida A. Laterality of human primary gustatory cortex studied by MEG. Chem Senses 2005; 30:657-66. [PMID: 16147973 DOI: 10.1093/chemse/bji059] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
We examined the laterality of the human gustatory neural pathway by measuring gustatory-evoked magnetic fields (GEMfs) and demonstrating the activation of the human primary gustatory cortex (PGC). In patients whose chorda tympani nerve had been severed unilaterally on the right side, we stimulated the normal side (i.e., left side) of the chorda tympani nerve with NaCl solution using a device developed for measuring GEMfs. We used the whole-head magnetoencephalography system for recording GEMfs and analyzed the frequency and latency of PGC activation in each hemisphere. "The transitional cortex between the insula and the parietal operculum" was identified as PGC with the base of the central sulcus in this experiment. Significant difference was found in frequencies among bilateral, only-ipsilateral, and only-contralateral responses by the Friedman test (P < 0.05), and more frequent bilateral responses were observed than only-ipsilateral (P < 0.05) or only-contralateral responses (P < 0.01) by the multiple comparison tests. In the bilateral responses, the averaged activation latencies of the transitional cortex between the insula and the parietal operculum were not significantly different in both hemispheres. These results suggest that unilateral gustatory stimulation will activate the transitional cortex between the insula and the parietal operculum bilaterally in humans.
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Affiliation(s)
- Keiko Onoda
- Department of Otolaryngology, Nihon University School of Medicine, 30-1 Oyaguchi-kamicho, Itabashi-ku, Tokyo 173-8610, Japan.
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