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Richter M, Widera S, Malz F, Goltermann J, Steinmann L, Kraus A, Enneking V, Meinert S, Repple J, Redlich R, Leehr EJ, Grotegerd D, Dohm K, Kugel H, Bauer J, Arolt V, Dannlowski U, Opel N. Higher body weight-dependent neural activation during reward processing. Brain Imaging Behav 2023; 17:414-424. [PMID: 37012575 PMCID: PMC10435630 DOI: 10.1007/s11682-023-00769-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/21/2023] [Indexed: 04/05/2023]
Abstract
Obesity is associated with alterations in brain structure and function, particularly in areas related to reward processing. Although brain structural investigations have demonstrated a continuous association between higher body weight and reduced gray matter in well-powered samples, functional neuroimaging studies have typically only contrasted individuals from the normal weight and obese body mass index (BMI) ranges with modest sample sizes. It remains unclear, whether the commonly found hyperresponsiveness of the reward circuit can (a) be replicated in well-powered studies and (b) be found as a function of higher body weight even below the threshold of clinical obesity. 383 adults across the weight spectrum underwent functional magnetic resonance imaging during a common card-guessing paradigm simulating monetary reward. Multiple regression was used to investigate the association of BMI and neural activation in the reward circuit. In addition, a one-way ANOVA model comparing three weight groups (normal weight, overweight, obese) was calculated. Higher BMI was associated with higher reward response in the bilateral insula. This association could no longer be found when participants with obesity were excluded from the analysis. The ANOVA revealed higher activation in obese vs. lean, but no difference between lean and overweight participants. The overactivation of reward-related brain areas in obesity is a consistent finding that can be replicated in large samples. In contrast to brain structural aberrations associated with higher body weight, the neurofunctional underpinnings of reward processing in the insula appear to be more pronounced in the higher body weight range.
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Affiliation(s)
- Maike Richter
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
- Department of Psychiatry, Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
| | - Sophia Widera
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Franziska Malz
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Janik Goltermann
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Lavinia Steinmann
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Anna Kraus
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Verena Enneking
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Susanne Meinert
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
- Institute for Translational Neuroscience, University of Münster, Münster, Germany
| | - Jonathan Repple
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
- Department for Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt, Goethe University, Frankfurt, Germany
| | - Ronny Redlich
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
- Department of Psychology, Martin-Luther University of Halle, Halle, Germany
- German Center for Mental Health (DZPG), Jena-Magdeburg-Halle, Germany
- Center for Intervention and Research on Adaptive and Maladaptive Brain Circuits Underlying Mental Health (C-I-R-C), Jena-Magdeburg-Halle, Germany
| | - Elisabeth J Leehr
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Dominik Grotegerd
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Katharina Dohm
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Harald Kugel
- University Clinic for Radiology, University of Münster, Münster, Germany
| | - Jochen Bauer
- University Clinic for Radiology, University of Münster, Münster, Germany
| | - Volker Arolt
- Department of Psychiatry, University of Münster, Münster, Germany
| | - Udo Dannlowski
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Nils Opel
- Institute for Translational Psychiatry, University of Münster, Münster, Germany.
- Department of Psychiatry, Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany.
- German Center for Mental Health (DZPG), Jena-Magdeburg-Halle, Germany.
- Center for Intervention and Research on Adaptive and Maladaptive Brain Circuits Underlying Mental Health (C-I-R-C), Jena-Magdeburg-Halle, Germany.
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Isıklı S, Bahtiyar G, Zorlu N, Düsmez S, Bağcı B, Bayrakcı A, Heinz A, Sebold M. Reduced sensitivity but intact motivation to monetary rewards and reversal learning in obesity. Addict Behav 2023; 140:107599. [PMID: 36621043 DOI: 10.1016/j.addbeh.2022.107599] [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: 05/23/2022] [Revised: 12/11/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Obesity has been linked to altered reward processing but little is known about which components of reward processing including motivation, sensitivity and learning are impaired in obesity. We examined whether obesity compared to healthy weight controls is associated with differences in distinct subdomains of reward processing. To this end, we used two established paradigms, namely the Effort Expenditure for Rewards task (EEfRT) and the Probabilistic Reversal Learning Task (PRLT). METHODS 30 individuals with obesity (OBS) and 30 healthy weight control subjects (HC) were included in the study. Generalized estimating equation models were used to analyze EEfRT choice behavior. PRLT data was analyzed using both conventional behavioral variables of choices and computational models. RESULTS Our findings from the different tasks speak in favor of a hyposensitivity to non-food rewards in obesity. OBS did not make fewer overall hard task selections compared to HC in the EEfRT suggesting generally intact non-food reward motivation. However, in highly rewarding trials (i.e.,trials with high reward magnitude and high reward probability),OBSmadefewer hard task selections compared to normal weight subjects suggesting decreased sensitivity to highly rewarding non-food reinforcers. Hyposensitivity to non-food rewards was also evident in OBS in the PRLT as evidenced by lower win-stay probability compared to HC. Our computational modelling analyses revealed decreased stochasticity but intact reward and punishment learning rates in OBS. CONCLUSIONS Our findings provide evidence for intact reward motivation and learning in OBS but lower reward sensitivity which is linked to stochasticity of choices in a non-food context. These findings might provide further insight into the mechanism underlying dysfunctional choices in obesity.
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Affiliation(s)
- Serhan Isıklı
- Department of Psychiatry, Katip Celebi University Ataturk Education and Research Hospital, Izmir, Turkey
| | | | - Nabi Zorlu
- Department of Psychiatry, Katip Celebi University Ataturk Education and Research Hospital, Izmir, Turkey
| | - Selin Düsmez
- Department of Psychiatry, Midyat State Hospital, Turkey
| | - Başak Bağcı
- Department of Psychiatry, Katip Celebi University Ataturk Education and Research Hospital, Izmir, Turkey
| | - Adem Bayrakcı
- Department of Psychiatry, Katip Celebi University Ataturk Education and Research Hospital, Izmir, Turkey
| | - Andreas Heinz
- Department of Psychiatry and Psychotherapy, Charité Campus Mitte (CCM), Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Miriam Sebold
- Department of Psychiatry and Psychotherapy, Charité Campus Mitte (CCM), Charité-Universitätsmedizin Berlin, Berlin, Germany; Department of Business and Law, Aschaffenburg University of applied sciences, Aschaffenburg, Germany.
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Song S, Li Q, Jiang Y, Liu Y, Xu A, Liu X, Chen H. Do Overweight People Have Worse Cognitive Flexibility? Cues-Triggered Food Craving May Have a Greater Impact. Nutrients 2022; 14:nu14020240. [PMID: 35057421 PMCID: PMC8779446 DOI: 10.3390/nu14020240] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 01/05/2022] [Accepted: 01/05/2022] [Indexed: 02/04/2023] Open
Abstract
Background: Overweight people have been revealed to have poor cognitive flexibility. Cognitive flexibility reflects proactive and reactive control abilities. However, the impairment had not been explicitly positioned at the cognitive stage. Therefore, this study provides increased support for impairment of cognitive flexibility due to overweight. Method: The study included 34 overweight and 35 normal-weight participants. They were required to complete the food and flower target AX-continuous performance test (AX–CPT), including the resting-state fMRI and cue-triggered food craving subscales. We compared the performance difference between the two tasks. Furthermore, we investigated whether the cue-triggered food cravings and the corresponding brain regions mediated the effect of overweight on the two control mechanisms. Result: Significant differences were found only in the food target AX-CPT task, where overweight participants performed worse. Cue-triggered food cravings mediated this relationship. Additionally, we found that the brain regions associated with cue-triggered food cravings (bilateral SFG) can completely mediate the relationship between BMI and the z-value of the fat mass index and sensitivity to proactive control. Conclusion: In the food target task, overweight participants performed worse in both control mechanisms. Moreover, we also revealed the potential mechanism by which being overweight might affect the two control mechanisms through cue-triggered food cravings.
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Affiliation(s)
- Shiqing Song
- Faculty of Psychology, Southwest University, Chongqing 400715, China; (S.S.); (Q.L.); (Y.J.); (Y.L.); (X.L.)
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China
| | - Qingqing Li
- Faculty of Psychology, Southwest University, Chongqing 400715, China; (S.S.); (Q.L.); (Y.J.); (Y.L.); (X.L.)
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China
| | - Yan Jiang
- Faculty of Psychology, Southwest University, Chongqing 400715, China; (S.S.); (Q.L.); (Y.J.); (Y.L.); (X.L.)
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China
| | - Yong Liu
- Faculty of Psychology, Southwest University, Chongqing 400715, China; (S.S.); (Q.L.); (Y.J.); (Y.L.); (X.L.)
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China
| | - Aidi Xu
- Faculty of Health, Department of Psychology, York University, Toronto, ON M3J 1P3, Canada;
| | - Xinyuan Liu
- Faculty of Psychology, Southwest University, Chongqing 400715, China; (S.S.); (Q.L.); (Y.J.); (Y.L.); (X.L.)
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China
| | - Hong Chen
- Faculty of Psychology, Southwest University, Chongqing 400715, China; (S.S.); (Q.L.); (Y.J.); (Y.L.); (X.L.)
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China
- Correspondence: ; Tel.: +86-181-8307-9304
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Aguirre T, Meier N, Koehler A, Bowman R. Highly processed food addiction: A concept analysis. Nurs Forum 2021; 57:152-164. [PMID: 34657289 DOI: 10.1111/nuf.12662] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 09/17/2021] [Accepted: 10/04/2021] [Indexed: 12/19/2022]
Abstract
AIM This concept analysis aims to clarify the highly processed food addiction (HPFA) concept and discuss its implications for treating obesity. BACKGROUND Emerging empirical evidence suggests addictive-like eating may contribute to obesity in some individuals, increasing interest in HPFA's role in obesity. Clarifying the HPFA concept will aid in developing individualized interventions for patients with obesity and HPFA. DESIGN This concept analysis followed Walker and Avant's approach. The case studies are of participants in a study that included individuals with and without HPFA (Yale Food Addiction Scale 2.0-diagnosed). DATA SOURCE We searched PubMed, CINAHL, PsychInfo, and Ebscohost databases. Keywords were "food addiction" and "food addiction concept." REVIEW METHODS Criteria included recent reviews and empirical studies that measured HPFA and focused on HPFA characteristics and/or treatment implications. RESULTS The model case displayed all 11-substance use disorder (SUD) symptoms and clinical significance, supporting a severe HPFA diagnosis. The contrary case was negative for all YFAS 2.0 symptoms and clinical significance and did not eat compulsively or experience cravings. The borderline case met the minimum symptom criteria for severe HPFA but not clinical significance. Clinical interviews may help determine whether such individuals truly exhibit addictive-like eating behaviors. CONCLUSIONS Growing empirical evidence and our case studies support the HPFA concept and the utility of the YFAS/YFAS 2.0 for identifying a distinct subset of individuals with overweight/obesity who may benefit from interventions developed to treat established SUDs. Future research should examine HPFA separately and in relation to obesity and eating disorders and include longitudinal studies and gender-balanced samples.
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Affiliation(s)
- Trina Aguirre
- College of Nursing-West Nebraska Division, University of Nebraska Medical Center, Scottsbluff, Nebraska, USA
| | - Nancy Meier
- College of Nursing-West Nebraska Division, University of Nebraska Medical Center, Scottsbluff, Nebraska, USA
| | - Ann Koehler
- College of Nursing-West Nebraska Division, University of Nebraska Medical Center, Scottsbluff, Nebraska, USA
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Musicality was not selected for, rather humans have a good reason to learn music. Behav Brain Sci 2021; 44:e62. [PMID: 34588048 DOI: 10.1017/s0140525x2000134x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
We propose that not social bonding, but rather a different mechanism underlies the development of musicality: being unable to survive alone. The evolutionary constraint of being dependent on other humans for survival provides the ultimate driving force for acquiring human faculties such as sociality and musicality, through mechanisms of learning and neural plasticity. This evolutionary mechanism maximizes adaptation to a dynamic environment.
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Delgado-Rodríguez R, Versace F, Hernández-Rivero I, Guerra P, Fernández-Santaella MC, Miccoli L. Food addiction symptoms are related to neuroaffective responses to preferred binge food and erotic cues. Appetite 2021; 168:105687. [PMID: 34509546 DOI: 10.1016/j.appet.2021.105687] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 09/01/2021] [Accepted: 09/06/2021] [Indexed: 12/27/2022]
Abstract
It has been proposed that some individuals succumb to maladaptive eating behaviors because, like those with addiction, they attribute high incentive salience to food-associated cues. Here, we tested whether women that attribute high incentive salience to food-associated cues report high food addiction symptomatology. In 76 college women, we assessed self-reported food addiction symptoms using the Yale Food Addiction Scale and we recorded event-related potentials (ERPs, a direct measure of brain activity) to preferred food, erotic, unpleasant, and neutral images. We used the amplitude of the late positive potential (LPP, a component of the ERPs) as an index of the incentive salience attributed to the images. Using a multivariate classification algorithm (k-means cluster analysis), we identified two neuroaffective reactivity profiles that have been previously associated with individual differences in the tendency to attribute incentive salience to cues and with differences in vulnerability to addictive behaviors. Results showed that women with elevated LPP responses to preferred food cues relative to erotic images report higher food addiction symptoms than women with low LPP responses to preferred food cues relative to other motivationally relevant stimuli. These results support the hypothesis that individual differences in the tendency to attribute incentive salience to food cues play an important role in modulating food addiction symptomatology.
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Affiliation(s)
| | - Francesco Versace
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Isabel Hernández-Rivero
- Mind, Brain, and Behavior Research Center (CIMCYC), (University of Granada), Campus de Cartuja s/n, 18071, Granada, Spain.
| | - Pedro Guerra
- Mind, Brain, and Behavior Research Center (CIMCYC), (University of Granada), Campus de Cartuja s/n, 18071, Granada, Spain.
| | - M Carmen Fernández-Santaella
- Mind, Brain, and Behavior Research Center (CIMCYC), (University of Granada), Campus de Cartuja s/n, 18071, Granada, Spain.
| | - Laura Miccoli
- Mind, Brain, and Behavior Research Center (CIMCYC), (University of Granada), Campus de Cartuja s/n, 18071, Granada, Spain.
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Kidd C, Loxton NJ. A narrative review of reward sensitivity, rash impulsivity, and food addiction in adolescents. Prog Neuropsychopharmacol Biol Psychiatry 2021; 109:110265. [PMID: 33545225 DOI: 10.1016/j.pnpbp.2021.110265] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 01/10/2021] [Accepted: 01/26/2021] [Indexed: 02/06/2023]
Abstract
Adolescence represents a neurodevelopmental period characterised by heightened reward drive and weaker inhibitory control that may increase vulnerability to compulsive overconsumption of highly-palatable foods and food addiction. This narrative review aimed to summarise research investigating the presence of food addiction in adolescents and establish the role that impulsivity traits (i.e., reward sensitivity and rash impulsivity), previously linked to substance and behavioural addictions, play in contributing to food addiction in this cohort. It was found that the prevalence of food addiction was typically higher in studies that recruited adolescents who were overweight/obese or from clinical populations. Overall, impulsivity was found to be more consistently associated with food addiction, while the relationships between measures of reward sensitivity and food addiction were mixed. Findings of this review suggest trait impulsivity may contribute to food addiction in adolescents, however, further longitudinal and prospective research is recommended to confirm these findings and to investigate the potential interactive effects of reward sensitivity and rash impulsivity.
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Affiliation(s)
- Chloe Kidd
- School of Applied Psychology, Griffith University, Mt Gravatt Campus, Brisbane, Queensland, Australia
| | - Natalie J Loxton
- School of Applied Psychology, Griffith University, Mt Gravatt Campus, Brisbane, Queensland, Australia.
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Gordon EL, Lent MR, Merlo LJ. The Effect of Food Composition and Behavior on Neurobiological Response to Food: a Review of Recent Research. Curr Nutr Rep 2021; 9:75-82. [PMID: 32157660 DOI: 10.1007/s13668-020-00305-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
PURPOSE OF REVIEW Controversy surrounds the construct of food addiction. The current review examines neurobiological evidence for the existence of food addiction as a valid diagnosis. RECENT FINDINGS Recent neuroimaging studies suggest significant overlap in the areas of the brain that are activated in relation to both food and drug addiction. Specifically, areas of the brain implicated in executive functioning (e.g., attention, planning, decision-making, inhibition), pleasure and the experience of reward, and sensory input and motor functioning display increased activation among individuals with symptoms of both food and drug addiction. Proposed symptoms of food addiction mirror those comprising other substance use disorder diagnoses, with similar psychological and behavioral sequelae. Results of neuroimaging studies suggest significant overlap in the areas of the brain that are activated in relation to both food and drug addiction, providing support for continued research into the construct of food addiction.
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Affiliation(s)
- Eliza L Gordon
- Department of Clinical and Health Psychology, University of Florida, P.O. Box 100165, Gainesville, FL, 32610-0165, USA
| | - Michelle R Lent
- School of Professional and Applied Psychology, Philadelphia College of Osteopathic Medicine, Rowland Hall 532a, 4190 City Avenue, Philadelphia, PA, 19131, USA
| | - Lisa J Merlo
- Department of Psychiatry, University of Florida College of Medicine, McKnight Brain Institute, L4-100K, PO Box 100256, Gainesville, FL, 32611, USA.
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Smith KE, Luo S, Mason TB. A systematic review of neural correlates of dysregulated eating associated with obesity risk in youth. Neurosci Biobehav Rev 2021; 124:245-266. [PMID: 33587960 DOI: 10.1016/j.neubiorev.2021.02.013] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 02/01/2021] [Accepted: 02/06/2021] [Indexed: 12/23/2022]
Abstract
Dysregulated eating among children and adolescents is associated with a wide range of negative mental and physical health outcomes, including obesity. However, less is known regarding underlying neural mechanisms underlying such behaviors. Therefore, the present manuscript systematically reviewed neuroimaging research examining dysregulated eating behavior linked to excess weight in children and adolescents. A systematic literature search identified 23 eligible studies, the majority of which were cross-sectional functional magnetic resonance imaging (fMRI) studies and excluded participants with psychiatric disorders. Dysregulated eating was captured by measures of eating styles and eating self-regulation, eating disorder behaviors, food addiction, objective measures of non-homeostatic eating and caloric restriction. While preliminary, findings suggested eating dysregulation was related to aberrant functioning within the frontostriatal and frontoparietal regions involved in self-regulatory processes, as well as regions involved in satiety signaling and interoception. This heterogeneous body of research is continually growing and may have potential to inform future prevention and intervention approaches. Results also identified several important limitations to consider and highlight key areas for future research.
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Affiliation(s)
- Kathryn E Smith
- Department of Psychiatry and Behavioral Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States.
| | - Shan Luo
- Department of Psychology, University of Southern California, Los Angeles, CA, United States; Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Tyler B Mason
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
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Sadler JR, Shearrer GE, Burger KS. Alterations in ventral attention network connectivity in individuals with prediabetes. Nutr Neurosci 2021; 24:140-147. [PMID: 31030631 PMCID: PMC6817402 DOI: 10.1080/1028415x.2019.1609646] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Objective: Type 2 diabetes (T2D) is associated with aberrant neural functioning; however, the point at which brain function alterations occur in the progression of T2D is unknown. Here, we tested for differences in functional connectivity in adults with prediabetes and healthy individuals. We hypothesized that prediabetes, defined by glycated hemoglobin (HbA1c) 5.7-6.4% would be associated with disruptions in default mode network (DMN) connectivity. Methods: Fourteen brain networks were tested in 88 adults (prediabetes: n = 44; HbA1c = 5.8±0.2%; healthy: n = 44; HbA1c = 4.7±0.2%) matched for sex, age, and BMI. Results: We did not find differences in DMN connectivity between groups. Individuals with prediabetes showed stronger connectivity between the ventral attention network and (1) a visual network (p FWE = 0.0001); (2) a somatosensory network (p FWE = 0.0027). Individuals with healthy HbA1c showed stronger connectivity of the ventral attention network and (1) cingulo-opercular network (p FWE = 0.002); (2) a thalamic-striatal-visual network (p FWE = 0.001). Conclusions: Relative to individuals with prediabetes, those with a healthy HbA1c showed stronger connectivity between brain networks underlying self-control and attention to stimuli. In contrast, those with prediabetes demonstrated stronger connectivity between brain networks associated with sensory and attention to stimuli. While T2D reported contribute to decreased DMN connectivity, prediabetes is characterized by a shift in functional connectivity from a self-control network towards increasing connectivity in sensory network.
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Affiliation(s)
- Jennifer R Sadler
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill
| | - Grace E Shearrer
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill
| | - Kyle S Burger
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill
- Biomedical Research Imaging Center, University of North Carolina at Chapel Hill School of Medicine
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Thapaliya G, Chen L, Jansen E, Smith KR, Sadler JR, Benson L, Papantoni A, Carnell S. Familial Obesity Risk and Current Excess Weight Influence Brain Structure in Adolescents. Obesity (Silver Spring) 2021; 29:184-193. [PMID: 33280265 PMCID: PMC7902426 DOI: 10.1002/oby.23042] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 08/17/2020] [Accepted: 09/07/2020] [Indexed: 11/10/2022]
Abstract
OBJECTIVE Obesity risk transmits from parents to children. Underlying neural mechanisms were investigated in this study by evaluating influences of familial obesity risk defined by maternal obesity and influences of current overweight on three indices of brain structure in adolescents. METHODS In total, 22 lean adolescents with lean mothers (lean low-risk), 25 lean adolescents with mothers with obesity/overweight (lean high-risk), and 36 adolescents with obesity/overweight underwent structural MRI scans for estimation of regional gray and white matter volume and cortical thickness. RESULTS The lean high-risk compared with the lean low-risk group demonstrated lower gray and white matter volume and cortical thickness in the postcentral gyrus (somatosensory cortex), lower gray and white matter volume in the opercular cortex (taste cortex), lower gray matter volume and cortical thickness in the anterior cingulate cortex, and lower cortical thickness in the precuneus. Comparisons of the lean and obesity/overweight groups revealed further structural alterations in the postcentral gyrus, posterior cingulate gyrus, and middle temporal gyrus. CONCLUSIONS Familial obesity risk and current obesity/overweight were associated with overlapping and distinct patterns of brain structure alterations. Longitudinal studies are warranted to investigate whether structural changes associated with familial obesity risk predict future weight trajectories.
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Affiliation(s)
- Gita Thapaliya
- Division of Child and Adolescent Psychiatry, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Liuyi Chen
- Division of Child and Adolescent Psychiatry, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Elena Jansen
- Division of Child and Adolescent Psychiatry, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kimberly R Smith
- Division of Child and Adolescent Psychiatry, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jennifer R Sadler
- Division of Child and Adolescent Psychiatry, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Leora Benson
- Division of Child and Adolescent Psychiatry, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Afroditi Papantoni
- Division of Child and Adolescent Psychiatry, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Susan Carnell
- Division of Child and Adolescent Psychiatry, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Zagorsky JL, Smith PK. Who drinks soda pop? Economic status and adult consumption of sugar-sweetened beverages. ECONOMICS AND HUMAN BIOLOGY 2020; 38:100888. [PMID: 32408248 DOI: 10.1016/j.ehb.2020.100888] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 04/29/2020] [Accepted: 04/30/2020] [Indexed: 06/11/2023]
Abstract
We use two cohorts from the National Longitudinal Surveys (NLSY79 and NLSY97), which are large, nationally representative samples of U.S. adults, to investigate consumption of sugar-sweetened beverages (SSB) by SES, using nine surveys fielded between 2008 and 2016. Previous studies used income and education to measure SES, the NLS enables us to include wealth as well. Previous studies also used cross-sectional data, whereas the NLS allows us to examine whether changes in income and wealth correlate with changes in SSB intake. The results indicate an inverse gradient in SSB consumption with respect to both income and wealth, controlling for education. However, we do not find evidence that changes in income and wealth correlate with changes in SSB intake. This finding suggests that SES influences the development of SSB consumption patterns, but changes in income and wealth generally do not alter them in adulthood.
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Affiliation(s)
- Jay L Zagorsky
- Department of Markets and Public Policy, Questrom School of Business, Boston University, 595 Commonwealth Avenue, Boston, MA 02215, USA.
| | - Patricia K Smith
- Department of Social Sciences, University of Michigan-Dearborn, 4901 Evergreen Road, Dearborn MI 48128 USA.
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13
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Wall KM, Farruggia MC, Perszyk EE, Kanyamibwa A, Fromm S, Davis XS, Dalenberg JR, DiFeliceantonio AG, Small DM. No evidence for an association between obesity and milkshake liking. Int J Obes (Lond) 2020; 44:1668-1677. [PMID: 32398755 PMCID: PMC7387147 DOI: 10.1038/s41366-020-0583-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 03/18/2020] [Accepted: 04/29/2020] [Indexed: 11/09/2022]
Abstract
BACKGROUND Prevailing models of obesity posit that hedonic signals override homeostatic mechanisms to promote overeating in today's food environment. What researchers mean by "hedonic" varies considerably, but most frequently refers to an aggregate of appetitive events including incentive salience, motivation, reinforcement, and perceived pleasantness. Here we define hedonic as orosensory pleasure experienced during eating and set out to test whether there is a relationship between adiposity and the perceived pleasure of a palatable and energy-dense milkshake. METHODS The perceived liking, wanting, and intensity of two palatable and energy-dense milkshakes were assessed using the Labeled Hedonic Scale (1), visual analog scale (VAS), and Generalized Labeled Magnitude Scale (2) in 110 individuals ranging in body mass index (BMI) from 19.3 to 52.1 kg/m2. Waist circumference, waist-hip ratio, and percent body fat were also measured. Importantly, unlike the majority of prior studies, we attempted to standardize internal state by instructing participants to arrive to the laboratory neither hungry nor full and at least 1-h fasted. Data were analyzed with general linear and linear mixed effects models (GLMs). Hunger ratings were also examined prior to hedonic measurement and included as covariates in our analyses. RESULTS We identified a significant association between ratings of hunger and milkshake liking and wanting. By contrast, we found no evidence for a relationship between any measure of adiposity and ratings of milkshake liking, wanting, or intensity. CONCLUSIONS We conclude that adiposity is not associated with the pleasure experienced during consumption of our energy-dense and palatable milkshakes. Our results provide further evidence against the hypothesis that heightened hedonic signals drive weight gain.
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Affiliation(s)
- Kathryn M Wall
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, New Haven, CT, 06511, USA.,Modern Diet and Physiology Research Center, New Haven, CT, 06519, USA
| | - Michael C Farruggia
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, New Haven, CT, 06511, USA.,Modern Diet and Physiology Research Center, New Haven, CT, 06519, USA.,Interdepartmental Neuroscience Program, Yale University, 333 Cedar Street, New Haven, CT, USA
| | - Emily E Perszyk
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, New Haven, CT, 06511, USA.,Modern Diet and Physiology Research Center, New Haven, CT, 06519, USA.,Interdepartmental Neuroscience Program, Yale University, 333 Cedar Street, New Haven, CT, USA
| | - Arsene Kanyamibwa
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, New Haven, CT, 06511, USA.,Modern Diet and Physiology Research Center, New Haven, CT, 06519, USA
| | - Sophie Fromm
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, New Haven, CT, 06511, USA.,Modern Diet and Physiology Research Center, New Haven, CT, 06519, USA
| | - Xue S Davis
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, New Haven, CT, 06511, USA.,Modern Diet and Physiology Research Center, New Haven, CT, 06519, USA
| | - Jelle R Dalenberg
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, New Haven, CT, 06511, USA.,Modern Diet and Physiology Research Center, New Haven, CT, 06519, USA
| | - Alexandra G DiFeliceantonio
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, New Haven, CT, 06511, USA.,Modern Diet and Physiology Research Center, New Haven, CT, 06519, USA
| | - Dana M Small
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, New Haven, CT, 06511, USA. .,Modern Diet and Physiology Research Center, New Haven, CT, 06519, USA. .,Interdepartmental Neuroscience Program, Yale University, 333 Cedar Street, New Haven, CT, USA. .,Department of Psychology, Yale University, New Haven, CT, USA.
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14
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Kube J, Wiencke K, Hahn S, Villringer A, Neumann J. Enhanced Go and NoGo Learning in Individuals With Obesity. Front Behav Neurosci 2020; 14:15. [PMID: 32116595 PMCID: PMC7033453 DOI: 10.3389/fnbeh.2020.00015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2019] [Accepted: 01/22/2020] [Indexed: 11/13/2022] Open
Abstract
Overeating in individuals with obesity is hypothesized to be partly caused by automatic action tendencies to food cues that have the potential to override goal-directed dietary restriction. Individuals with obesity are often characterized by alterations in the processing of such rewarding food, but also of non-food stimuli, and previous research has suggested a stronger impact on the execution of goal-directed actions in obesity. Here, we investigated whether Pavlovian cues can also corrupt the learning of new approach or withdrawal behavior in individuals with obesity. We employed a probabilistic Pavlovian-instrumental learning paradigm in which participants (29 normal-weight and 29 obese) learned to actively respond (Go learning) or withhold a response (NoGo learning) in order to gain monetary rewards or avoid losses. Participants were better at learning active approach responses (Go) in the light of anticipated rewards and at learning to withhold a response (NoGo) in the light of imminent punishments. Importantly, there was no evidence for a stronger corruption of instrumental learning in individuals with obesity. Instead, they showed better learning across conditions than normal-weight participants. Using a computational reinforcement learning model, we additionally found an increased learning rate in individuals with obesity. Previous studies have mostly reported a lower reinforcement learning performance in individuals with obesity. Our results contradict this and suggest that their performance is not universally impaired: Instead, while previous studies found reduced stimulus-value learning, individuals with obesity may show better action-value learning. Our findings highlight the need for a broader investigation of behavioral adaptation in obesity across different task designs and types of reinforcement learning.
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Affiliation(s)
- Jana Kube
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.,Leipzig University Medical Center, IFB Adiposity Diseases, Leipzig, Germany.,Faculty 5-Business, Law and Social Sciences, Brandenburg University of Technology Cottbus-Senftenberg, Cottbus, Germany
| | - Kathleen Wiencke
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.,Leipzig University Medical Center, IFB Adiposity Diseases, Leipzig, Germany
| | - Sandra Hahn
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Arno Villringer
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.,Leipzig University Medical Center, IFB Adiposity Diseases, Leipzig, Germany.,Clinic of Cognitive Neurology, University Hospital Leipzig, Leipzig, Germany.,Berlin School of Mind and Brain, Mind and Brain Institute, Humboldt-University, Berlin, Germany
| | - Jane Neumann
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.,Leipzig University Medical Center, IFB Adiposity Diseases, Leipzig, Germany.,Department of Medical Engineering and Biotechnology, University of Applied Sciences, Jena, Germany
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15
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García-García I, Morys F, Michaud A, Dagher A. Food Addiction, Skating on Thin Ice: a Critical Overview of Neuroimaging Findings. CURRENT ADDICTION REPORTS 2020. [DOI: 10.1007/s40429-020-00293-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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16
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Nota MH, Vreeken D, Wiesmann M, Aarts EO, Hazebroek EJ, Kiliaan AJ. Obesity affects brain structure and function- rescue by bariatric surgery? Neurosci Biobehav Rev 2020; 108:646-657. [DOI: 10.1016/j.neubiorev.2019.11.025] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Revised: 10/28/2019] [Accepted: 11/29/2019] [Indexed: 02/07/2023]
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17
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Yokum S, Stice E. Weight gain is associated with changes in neural response to palatable food tastes varying in sugar and fat and palatable food images: a repeated-measures fMRI study. Am J Clin Nutr 2019; 110:1275-1286. [PMID: 31535135 PMCID: PMC6885480 DOI: 10.1093/ajcn/nqz204] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 07/26/2019] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Emerging data suggest that weight gain is associated with changes in neural response to palatable food tastes and palatable food cues, which may serve to maintain overeating. OBJECTIVE We investigated whether weight gain is associated with neural changes in response to tastes of milkshakes varying in fat and sugar content and palatable food images. METHODS We compared changes in neural activity between initially healthy-weight adolescents who gained weight (n = 36) and those showing weight stability (n = 31) over 2-3 y. RESULTS Adolescents who gained weight compared with those who remained weight stable showed decreases in activation in the postcentral gyrus, prefrontal cortex, insula, and anterior cingulate cortex, and increases in activation in the parietal lobe, posterior cingulate cortex, and inferior frontal gyrus in response to a high-fat/low-sugar compared with low-fat/low-sugar milkshake. Weight gainers also showed greater decreases in activation in the anterior insula and lateral orbitofrontal cortex in response to a high-fat/high-sugar compared with low-fat/low-sugar milkshake than those who remained weight stable. No group differences emerged in response to a low-fat/high-sugar compared with a low-fat/low-sugar milkshake. Weight gainers compared with those who remained weight stable showed greater decreases in activation in the middle temporal gyrus and increases in cuneus activation in response to appetizing compared with unappetizing food pictures. The significant interactions were partially driven by group differences in baseline responsivity and by opposite changes in neural activation in adolescents who remained weight stable. CONCLUSIONS Data suggest that weight gain is associated with a decrease in responsivity of regions associated with taste and reward processing to palatable high-fat- and high-fat/high-sugar food tastes. Data also suggest that avoiding weight gain increases taste sensitivity, which may prevent future excessive weight gain.This trial was registered at clinicaltrials.gov as NCT01949636.
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Affiliation(s)
- Sonja Yokum
- Oregon Research Institute, Eugene, OR, USA,Address correspondence to SY (e-mail: )
| | - Eric Stice
- Oregon Research Institute, Eugene, OR, USA
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18
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Pursey KM, Contreras-Rodriguez O, Collins CE, Stanwell P, Burrows TL. Food Addiction Symptoms and Amygdala Response in Fasted and Fed States. Nutrients 2019; 11:nu11061285. [PMID: 31174338 PMCID: PMC6628069 DOI: 10.3390/nu11061285] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2019] [Revised: 06/04/2019] [Accepted: 06/04/2019] [Indexed: 12/17/2022] Open
Abstract
Few studies have investigated the underlying neural substrates of food addiction (FA) in humans using a recognised assessment tool. In addition, no studies have investigated subregions of the amygdala (basolateral (BLA) and central amygdala), which have been linked to reward-seeking behaviours, susceptibility to weight gain, and promoting appetitive behaviours, in the context of FA. This pilot study aimed to explore the association between FA symptoms and activation in the BLA and central amygdala via functional magnetic resonance imaging (fMRI), in response to visual food cues in fasted and fed states. Females (n = 12) aged 18-35 years completed two fMRI scans (fasted and fed) while viewing high-calorie food images and low-calorie food images. Food addiction symptoms were assessed using the Yale Food Addiction Scale. Associations between FA symptoms and activation of the BLA and central amygdala were tested using bilateral masks and small-volume correction procedures in multiple regression models, controlling for BMI. Participants were 24.1 ± 2.6 years, with mean BMI of 27.4 ± 5.0 kg/m2 and FA symptom score of 4.1 ± 2.2. A significant positive association was identified between FA symptoms and higher activation of the left BLA to high-calorie versus low-calorie foods in the fasted session, but not the fed session. There were no significant associations with the central amygdala in either session. This exploratory study provides pilot data to inform future studies investigating the neural mechanisms underlying FA.
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Affiliation(s)
- Kirrilly M Pursey
- Faculty of Health and Medicine, The University of Newcastle, University Drive, Callaghan, NSW 2308, Australia.
- Priority Research Centre for Physical Activity and Nutrition, The University of Newcastle, University Drive, Callaghan, NSW 2308, Australia.
| | - Oren Contreras-Rodriguez
- Department of Psychiatry, Bellvitge Biomedical Research Institute (IDIBELL), and CIBERSAM, 08907 Barcelona, Spain.
| | - Clare E Collins
- Faculty of Health and Medicine, The University of Newcastle, University Drive, Callaghan, NSW 2308, Australia.
- Priority Research Centre for Physical Activity and Nutrition, The University of Newcastle, University Drive, Callaghan, NSW 2308, Australia.
| | - Peter Stanwell
- Faculty of Health and Medicine, The University of Newcastle, University Drive, Callaghan, NSW 2308, Australia.
| | - Tracy L Burrows
- Faculty of Health and Medicine, The University of Newcastle, University Drive, Callaghan, NSW 2308, Australia.
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19
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Kube J, Mathar D, Horstmann A, Kotz SA, Villringer A, Neumann J. Altered monetary loss processing and reinforcement-based learning in individuals with obesity. Brain Imaging Behav 2019; 12:1431-1449. [PMID: 29285721 PMCID: PMC6290732 DOI: 10.1007/s11682-017-9786-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Individuals with obesity are often characterized by alterations in reward processing. This may affect how new information is used to update stimulus values during reinforcement-based learning. Here, we investigated obesity-related changes in non-food reinforcement processing, their impact on learning performance as well as the neural underpinnings of reinforcement-based learning in obesity. Nineteen individuals with obesity (BMI > = 30 kg/m2, 10 female) and 23 lean control participants (BMI 18.5–24.9 kg/m2, 11 female) performed a probabilistic learning task during functional magnetic resonance imaging (fMRI), in which they learned to choose between advantageous and disadvantageous choice options in separate monetary gain, loss, and neutral conditions. During learning individuals with obesity made a significantly lower number of correct choices and accumulated a significantly lower overall monetary outcome than lean control participants. FMRI analyses revealed aberrant medial prefrontal cortex responses to monetary losses in individuals with obesity. There were no significant group differences in the regional representation of prediction errors. However, we found evidence for increased functional connectivity between the ventral striatum and insula in individuals with obesity. The present results suggest that obesity is associated with aberrant value representations for monetary losses, alterations in functional connectivity during the processing of learning outcomes, as well as a decresased reinforcement-based learning performance. This may affect how new information is incorporated to adjust dysfunctional behavior and could be a factor contributing to the maintenance of dysfunctional eating behavior in obesity.
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Affiliation(s)
- Jana Kube
- Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1a, 04103, Leipzig, Germany. .,IFB Adiposity Diseases, Leipzig University Medical Center, Leipzig, Germany. .,Faculty 5 - Business, Law and Social Sciences, Brandenburg University of Technology Cottbus-Senftenberg, Cottbus, Germany.
| | - David Mathar
- Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1a, 04103, Leipzig, Germany.,Department of Psychology, University of Cologne, Cologne, Germany
| | - Annette Horstmann
- Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1a, 04103, Leipzig, Germany.,IFB Adiposity Diseases, Leipzig University Medical Center, Leipzig, Germany
| | - Sonja A Kotz
- Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1a, 04103, Leipzig, Germany.,Department of Neuropsychology and Psychopharmacology, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, Netherlands
| | - Arno Villringer
- Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1a, 04103, Leipzig, Germany.,IFB Adiposity Diseases, Leipzig University Medical Center, Leipzig, Germany.,Clinic of Cognitive Neurology, University Hospital Leipzig, Leipzig, Germany.,Mind & Brain Institute, Berlin School of Mind and Brain, Humboldt-University, Berlin, Germany
| | - Jane Neumann
- Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1a, 04103, Leipzig, Germany.,IFB Adiposity Diseases, Leipzig University Medical Center, Leipzig, Germany.,Department of Medical Engineering and Biotechnology, University of Applied Sciences, Jena, Germany
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20
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Singh MK, Leslie SM, Packer MM, Zaiko YV, Phillips OR, Weisman EF, Wall DM, Jo B, Rasgon N. Brain and behavioral correlates of insulin resistance in youth with depression and obesity. Horm Behav 2019; 108:73-83. [PMID: 29596854 PMCID: PMC6173667 DOI: 10.1016/j.yhbeh.2018.03.009] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Revised: 03/23/2018] [Accepted: 03/24/2018] [Indexed: 01/10/2023]
Abstract
Depression, together with insulin resistance, is increasingly prevalent among youth. These conditions have traditionally been compartmentalized, but recent evidence suggests that a shared brain motivational network underlies their co-occurrence. We posit that, in the context of depressive symptoms, insulin resistance is associated with aberrant structure and functional connectivity in the Anterior Cingulate Cortex (ACC) and hippocampus. This motivational neural circuit underlies dysfunctional behavioral responses and increased sensitivity to rewarding aspects of ingesting high calorie food that lead to disinhibition of eating even when satiated. To investigate this shared mechanism, we evaluated a sample of forty-two depressed and overweight (BMI > 85th%) youth aged 9 to 17. Using ACC and hippocampus structural and seed-based regions of interest, we investigated associations between insulin resistance, depression, structure (ACC thickness, and ACC and hippocampal area), and resting-state functional connectivity (RSFC). We predicted that aberrant associations among these neural and behavioral characteristics would be stronger in insulin resistant compared to insulin sensitive youth. We found that youth with greater insulin resistance had higher levels of anhedonia and more food seeking behaviors, reduced hippocampal and ACC volumes, and greater levels of ACC and hippocampal dysconnectivity to fronto-limbic reward networks at rest. For youth with high levels of insulin resistance, thinner ACC and smaller hippocampal volumes were associated with more severe depressive symptoms, whereas the opposite was true for youth with low levels of insulin resistance. The ACC-hippocampal motivational network that subserves depression and insulin resistance separately, may represent a critical neural interaction that link these syndromes together.
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Affiliation(s)
- Manpreet K Singh
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, United States.
| | - Sara M Leslie
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, United States
| | - Mary Melissa Packer
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, United States
| | - Yevgeniya V Zaiko
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, United States
| | - Owen R Phillips
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, United States
| | - Elizabeth F Weisman
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, United States
| | - Danielle M Wall
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, United States
| | - Booil Jo
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, United States
| | - Natalie Rasgon
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, United States
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21
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Zhang P, Liu Y, Lv H, Li MY, Yu FX, Wang Z, Ding HY, Wang LX, Zhao KX, Zhang ZY, Zhao PF, Li J, Yang ZH, Zhang ZT, Wang ZC. Integration of Neural Reward Processing and Appetite-Related Signaling in Obese Females: Evidence From Resting-State fMRI. J Magn Reson Imaging 2019; 50:541-551. [PMID: 30653786 DOI: 10.1002/jmri.26576] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 10/25/2018] [Accepted: 10/27/2018] [Indexed: 12/19/2022] Open
Affiliation(s)
- Peng Zhang
- Department of Radiology; Beijing Friendship Hospital, Capital Medical University; Beijing China
| | - Yang Liu
- Department of General Surgery; Beijing Friendship Hospital, Capital Medical University & National Clinical Research Center for Digestive Diseases; Beijing China
| | - Han Lv
- Department of Radiology; Beijing Friendship Hospital, Capital Medical University; Beijing China
| | - Meng-yi Li
- Department of General Surgery; Beijing Friendship Hospital, Capital Medical University & National Clinical Research Center for Digestive Diseases; Beijing China
| | - Feng-xia Yu
- Medical Imaging Center; Beijing Tongren Hospital, Capital Medical University; Beijing China
| | - Zheng Wang
- Department of Radiology; Beijing Friendship Hospital, Capital Medical University; Beijing China
| | - He-yu Ding
- Department of Radiology; Beijing Friendship Hospital, Capital Medical University; Beijing China
| | - Li-xue Wang
- Department of General Surgery; Beijing Friendship Hospital, Capital Medical University & National Clinical Research Center for Digestive Diseases; Beijing China
| | - Kai-xin Zhao
- Department of General Surgery; Beijing Friendship Hospital, Capital Medical University & National Clinical Research Center for Digestive Diseases; Beijing China
| | - Zheng-yu Zhang
- Department of Radiology; Beijing Friendship Hospital, Capital Medical University; Beijing China
| | - Peng-fei Zhao
- Department of Radiology; Beijing Friendship Hospital, Capital Medical University; Beijing China
| | - Jing Li
- Department of Radiology; Beijing Friendship Hospital, Capital Medical University; Beijing China
| | - Zheng-han Yang
- Department of Radiology; Beijing Friendship Hospital, Capital Medical University; Beijing China
| | - Zhong-tao Zhang
- Department of General Surgery; Beijing Friendship Hospital, Capital Medical University & National Clinical Research Center for Digestive Diseases; Beijing China
| | - Zhen-chang Wang
- Department of Radiology; Beijing Friendship Hospital, Capital Medical University; Beijing China
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22
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23
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Falbe J, Thompson HR, Patel A, Madsen KA. Potentially addictive properties of sugar-sweetened beverages among adolescents. Appetite 2018; 133:130-137. [PMID: 30385262 DOI: 10.1016/j.appet.2018.10.032] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Revised: 10/24/2018] [Accepted: 10/27/2018] [Indexed: 01/21/2023]
Abstract
Sugar-sweetened beverages (SSBs) increase risk of cardiometabolic disease. Young people consume the largest amounts of SSBs and have experienced the greatest relative gains in obesity in the past several decades. There is evidence of addictive properties of both caffeine and sugar, the primary ingredients in SSBs, but little research into such properties of SSBs in naturally occurring consumption patterns. Thus, in this exploratory study, we sought to examine potentially addictive properties of SSBs during a 3-day SSB cessation intervention in overweight and obese adolescents who typically consume ≥3 SSBs daily. Participants (n = 25) were aged 13-18 years, mostly female (72%), and African American (56%) or Hispanic (16%) with a BMI≥95th percenttile (76%). Withdrawal symptoms and SSB craving were assessed approximately 1-week apart, during both regular SSB consumption and a 3-day period of SSB cessation in which participants were instructed to drink only plain milk and water. During SSB cessation, adolescents reported increased SSB cravings and headache and decreased motivation, contentment, ability to concentrate, and overall well-being (uncorrected Ps < 0.05). After controlling the false discovery rate, changes in motivation, craving, and well-being remained significant (corrected Ps < 0.05). Using 24-hr recalls and drink journals, participants reported lower total daily consumption of sugar (-80 g) and added sugar (-16 g) (Ps < 0.001) during cessation. This study provides preliminary evidence of withdrawal symptoms and increased SSB cravings during cessation in a diverse population of overweight or obese adolescents.
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Affiliation(s)
- Jennifer Falbe
- University of California, Davis, Human Development and Family Studies, Department of Human Ecology, One Shields Ave, Davis, CA, 95616, USA.
| | - Hannah R Thompson
- University of California, Berkeley, Community Health Sciences, School of Public Health, 2121 Berkeley Way, Room 5302, Berkeley, CA, 94720, USA.
| | - Anisha Patel
- Stanford University, Division of General Pediatrics, Lucile Salter Packard Children's Hospital, 1265 Welch Rd, MSOB X240, Mailcode 5459, Stanford, CA, 94305, USA.
| | - Kristine A Madsen
- University of California, Berkeley, Community Health Sciences, School of Public Health, 2121 Berkeley Way, Room 5302, Berkeley, CA, 94720, USA.
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24
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Supra-Additive Effects of Combining Fat and Carbohydrate on Food Reward. Cell Metab 2018; 28:33-44.e3. [PMID: 29909968 DOI: 10.1016/j.cmet.2018.05.018] [Citation(s) in RCA: 168] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Revised: 03/29/2018] [Accepted: 05/18/2018] [Indexed: 01/19/2023]
Abstract
Post-ingestive signals conveying information about the nutritive properties of food are critical for regulating ingestive behavior. Here, using an auction task concomitant to fMRI scanning, we demonstrate that participants are willing to pay more for fat + carbohydrate compared with equally familiar, liked, and caloric fat or carbohydrate foods and that this potentiated reward is associated with response in areas critical for reward valuation, including the dorsal striatum and mediodorsal thalamus. We also show that individuals are better able to estimate the energy density of fat compared with carbohydrate and fat + carbohydrate foods, an effect associated with functional connectivity between visual (fusiform gyrus) and valuation (ventromedial prefrontal cortex) areas. These results provide the first demonstration that foods high in fat and carbohydrate are, calorie for calorie, valued more than foods containing only fat or carbohydrate and that this effect is associated with greater recruitment of central reward circuits.
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25
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Charbonnier L, van Meer F, Johnstone A, Crabtree D, Buosi W, Manios Y, Androutsos O, Giannopoulou A, Viergever M, Smeets P. Effects of hunger state on the brain responses to food cues across the life span. Neuroimage 2018; 171:246-255. [DOI: 10.1016/j.neuroimage.2018.01.012] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Revised: 10/31/2017] [Accepted: 01/08/2018] [Indexed: 12/13/2022] Open
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26
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What Is the Evidence for "Food Addiction?" A Systematic Review. Nutrients 2018; 10:nu10040477. [PMID: 29649120 PMCID: PMC5946262 DOI: 10.3390/nu10040477] [Citation(s) in RCA: 147] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2018] [Revised: 03/26/2018] [Accepted: 04/06/2018] [Indexed: 11/29/2022] Open
Abstract
The diagnostic construct of “food addiction” is a highly controversial subject. The current systematic review is the first to evaluate empirical studies examining the construct of “food addiction” in humans and animals. Studies were included if they were quantitative, peer-reviewed, and in the English language. The 52 identified studies (35 articles) were qualitatively assessed to determine the extent to which their findings indicated the following addiction characteristics in relation to food: brain reward dysfunction, preoccupation, risky use, impaired control, tolerance/withdrawal, social impairment, chronicity, and relapse. Each pre-defined criterion was supported by at least one study. Brain reward dysfunction and impaired control were supported by the largest number of studies (n = 21 and n = 12, respectively); whereas risky use was supported by the fewest (n = 1). Overall, findings support food addiction as a unique construct consistent with criteria for other substance use disorder diagnoses. The evidence further suggests that certain foods, particularly processed foods with added sweeteners and fats, demonstrate the greatest addictive potential. Though both behavioral and substance-related factors are implicated in the addictive process, symptoms appear to better fit criteria for substance use disorder than behavioral addiction. Future research should explore social/role impairment, preoccupation, and risky use associated with food addiction and evaluate potential interventions for prevention and treatment.
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Sun KL, Watson KT, Angal S, Bakkila BF, Gorelik AJ, Leslie SM, Rasgon NL, Singh MK. Neural and Endocrine Correlates of Early Life Abuse in Youth With Depression and Obesity. Front Psychiatry 2018; 9:721. [PMID: 30622489 PMCID: PMC6308296 DOI: 10.3389/fpsyt.2018.00721] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Accepted: 12/07/2018] [Indexed: 12/04/2022] Open
Abstract
Depression and insulin resistance are becoming increasingly prevalent in younger populations. The origin and consequence of insulin resistance in depressed youth may, in part, be rooted in exposure to environmental stressors, such as early life abuse, that may lead to aberrant brain motivational networks mediating maladaptive food-seeking behaviors and insipient insulin resistance. In this paper, we aimed to investigate the impact of early life abuse on the development of insulin resistance in depressed and overweight youth aged 9 to 17 years. We hypothesized that youth with the greatest burden of early life abuse would have the highest levels of insulin resistance and corresponding aberrant reward network connectivities. To test this hypothesis, we evaluated sixty-nine depressed and overweight youth aged 9 to 17, using multimodal assessments of early life abuse, food-seeking behavior, and insulin resistance. Based on results of the Childhood Trauma Questionnaire (CTQ), we separated our study participants into two groups: 35 youth who reported high levels of the sum of emotional, physical, or sexual abuse and 34 youth who reported insignificant or no levels of any abuse. Results of an oral glucose tolerance test (OGTT) and resting state functional connectivity (RSFC), using the amygdala, insula, and nucleus accumbens (NAcc) as seed-based reward network regions of interest, were analyzed for group differences between high abuse and low abuse groups. High abuse youth exhibited differences from low abuse youth in amygdala-precuneus, NAcc-paracingulate gyrus, and NAcc-prefrontal cortex connectivities, that correlated with levels of abuse experienced. The more different their connectivity from of that of low abuse youth, the higher were their fasting glucose and glucose at OGTT endpoint. Importantly, level of abuse moderated the relation between reward network connectivity and OGTT glucose response. In contrast, low abuse youth showed hyperinsulinemia and more insulin resistance than high abuse youth, and their higher OGTT insulin areas under the curve correlated with more negative insula-precuneus connectivity. Our findings suggest distinct neural and endocrine profiles of youth with depression and obesity based on their histories of early life abuse.
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Affiliation(s)
- Kevin L Sun
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Kathleen T Watson
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Sarthak Angal
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Baylee F Bakkila
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Aaron J Gorelik
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Sara M Leslie
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Natalie L Rasgon
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Manpreet K Singh
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
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Integration of Sweet Taste and Metabolism Determines Carbohydrate Reward. Curr Biol 2017; 27:2476-2485.e6. [PMID: 28803868 DOI: 10.1016/j.cub.2017.07.018] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Revised: 06/05/2017] [Accepted: 07/07/2017] [Indexed: 02/07/2023]
Abstract
Post-ingestive signals related to nutrient metabolism are thought to be the primary drivers of reinforcement potency of energy sources. Here, in a series of neuroimaging and indirect calorimetry human studies, we examine the relative roles of caloric load and perceived sweetness in driving metabolic, perceptual, and brain responses to sugared beverages. Whereas caloric load was manipulated using the tasteless carbohydrate maltodextrin, sweetness levels were manipulated using the non-nutritive sweetener sucralose. By formulating beverages that contain different amounts of maltodextrin+sucralose, we demonstrate a non-linear association between caloric load, metabolic response, and reinforcement potency, which is driven in part by the extent to which sweetness is proportional to caloric load. In particular, we show that (1) lower-calorie beverages can produce greater metabolic response and condition greater brain response and liking than higher-calorie beverages and (2) when sweetness is proportional to caloric load, greater metabolic responses are observed. These results demonstrate a non-linear association between caloric load and reward and describe an unanticipated role for sweet taste in regulating carbohydrate metabolism, revealing a novel mechanism by which sugar-sweetened beverages influence physiological responses to carbohydrate ingestion.
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Olivo G, Zhou W, Sundbom M, Zhukovsky C, Hogenkamp P, Nikontovic L, Stark J, Wiemerslage L, Larsson EM, Benedict C, Schiöth HB. Resting-state brain connectivity changes in obese women after Roux-en-Y gastric bypass surgery: A longitudinal study. Sci Rep 2017; 7:6616. [PMID: 28747648 PMCID: PMC5529553 DOI: 10.1038/s41598-017-06663-5] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 06/07/2017] [Indexed: 12/21/2022] Open
Abstract
Bariatric surgery is an effective method to rapidly induce weight loss in severely obese people, however its impact on brain functional connectivity after longer periods of follow-up is yet to be assessed. We investigated changes in connectivity in 16 severely obese women one month before, one month after and one year after Roux-en-Y gastric bypass surgery (RYGB). 12 lean controls were also enrolled. Resting-state fMRI was acquired for all participants following an overnight fast and after a 260 kcal load. Connectivity between regions involved in food-related saliency attribution and reward-driven eating behavior was stronger in presurgery patients compared to controls, but progressively weakened after follow-up. At one year, changes in networks related to cognitive control over eating and bodily perception also occurred. Connectivity between regions involved in emotional control and social cognition had a temporary reduction early after treatment but had increased again after one year of follow-up. Furthermore, we could predict the BMI loss by presurgery connectivity in areas linked to emotional control and social interaction. RYGBP seems to reshape brain functional connectivity, early affecting cognitive control over eating, and these changes could be an important part of the therapeutic effect of bariatric surgery.
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Affiliation(s)
- Gaia Olivo
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden.
| | - Wei Zhou
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden
| | - Magnus Sundbom
- Department of Surgical Sciences, Upper Gastrointestinal Surgery, Uppsala University, Uppsala, Sweden
| | - Christina Zhukovsky
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden
| | - Pleunie Hogenkamp
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden
| | - Lamia Nikontovic
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden
| | - Julia Stark
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden
| | - Lyle Wiemerslage
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden
| | - Elna-Marie Larsson
- Department of Surgical Sciences, Radiology, Uppsala University, Uppsala, Sweden
| | - Christian Benedict
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden
| | - Helgi B Schiöth
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden
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