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Bickel WK, Freitas-Lemos R, Tomlinson DC, Craft WH, Keith DR, Athamneh LN, Basso JC, Epstein LH. Temporal discounting as a candidate behavioral marker of obesity. Neurosci Biobehav Rev 2021; 129:307-329. [PMID: 34358579 DOI: 10.1016/j.neubiorev.2021.07.035] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 07/30/2021] [Accepted: 07/31/2021] [Indexed: 11/30/2022]
Abstract
Although obesity is a result of processes operating at multiple levels, most forms result from decision-making behavior. The aim of this review was to examine the candidacy of temporal discounting (TD) (i.e. the reduction in the value of a reinforcer as a function of the delay to its receipt) as a behavioral marker of obesity. For this purpose, we assessed whether TD has the ability to: identify risk for obesity development, diagnose obesity, track obesity progression, predict treatment prognosis/outcomes, and measure treatment effectiveness. Three databases (Pubmed, PsycINFO, and Web of Science) were searched using a combination of terms related to TD and obesity. A total of 153 papers were reviewed. Several areas show strong evidence of TD's predictive utility as a behavioral marker of obesity (e.g., distinguishing obese from non obese). However, other areas have limited and/or mixed evidence (e.g., predicting weight change). Given the positive relationship for TD in the majority of domains examined, further consideration for TD as a behavioral marker of obesity is warranted.
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Affiliation(s)
- Warren K Bickel
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA.
| | | | - Devin C Tomlinson
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA; Graduate Program in Translational Biology, Medicine, and Health, Virginia Tech, USA
| | - William H Craft
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA; Graduate Program in Translational Biology, Medicine, and Health, Virginia Tech, USA
| | - Diana R Keith
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA
| | - Liqa N Athamneh
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA
| | - Julia C Basso
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA
| | - Leonard H Epstein
- Division of Behavioral Medicine, Department of Pediatrics, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
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Rocha-Gomes A, Teixeira AE, Lima DSS, Rocha LDS, da Silva AA, Lessa MR, Pinto NAD, Stuckert-Seixas SR, Riul TR. Caloric restriction or cafeteria diet from birth to adulthood increases the sensitivity to ephedrine in anxiety and locomotion in Wistar rats. Physiol Behav 2021; 236:113430. [PMID: 33865851 DOI: 10.1016/j.physbeh.2021.113430] [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: 12/17/2020] [Revised: 03/19/2021] [Accepted: 04/13/2021] [Indexed: 12/30/2022]
Abstract
INTRODUCTION Obesity and undernutrition, consequences of malnutrition, have been linked to the development of mental illnesses. Both states have been linked to increased sensitivity to some drugs, but there are few data for this association considering drugs with noradrenergic-dopaminergic action. OBJECTIVE To evaluate the nutritional status of animals treated with either a caloric restriction (CR) or cafeteria (CAF) diet from birth and their behavior after ephedrine application. METHODS During the lactation period, 12 litters of Wistar rats (dam + 8 pups) were fed one of three diets: control (n = 4), CR (n = 4), and CAF (n = 4). After weaning, the males were placed in individual boxes and received the same diet as their respective dams. Nutritional assessments were performed after weaning and in adulthood. In adulthood, males received either saline or ephedrine (20 mg/kg) and underwent behavioral tests including the elevated plus-maze, open-field, and food intake tests. RESULTS The CR group exhibited higher serum high-density lipoprotein (HDL) levels and lower food and caloric intake, weight gain, and fat mass than the control group. The CAF group exhibited lower food intake and higher fat caloric intake, fat mass, and serum low-density lipoprotein (LDL), triglyceride, total cholesterol, and hepatic lipid levels than the control group. These results indicated that the CR and CAF groups had developed undernutrition and obesity, respectively. In the elevated plus-maze and open-field tests, the CR and CAF groups showed lower anxiety-like behaviors than the control group after ephedrine application. This result indicates that the animal's nutritional status (undernutrition or obesity) can enhance ephedrine sensitivity. CONCLUSION The CR group exhibited undernutrition, whereas the CAF group exhibited obesity. Ephedrine altered anxiety and locomotion in animals that received the CR and CAF diets in manner different than that observed in animals receiving the standard diet.
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Affiliation(s)
- Arthur Rocha-Gomes
- Laboratório de Nutrição Experimental, Departamento de Nutrição, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil; Programa de Pós-graduação em Ciências Farmacêuticas, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil; Programa Multicêntrico de Pós-graduação em Ciências Fisiológicas, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil
| | - Amanda Escobar Teixeira
- Laboratório de Nutrição Experimental, Departamento de Nutrição, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil; Programa de Pós-graduação em Ciências Farmacêuticas, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil
| | - Deiviany Santana Santos Lima
- Laboratório de Nutrição Experimental, Departamento de Nutrição, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil
| | - Luziane Dos Santos Rocha
- Laboratório de Nutrição Experimental, Departamento de Nutrição, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil
| | - Alexandre Alves da Silva
- Laboratório de Nutrição Experimental, Departamento de Nutrição, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil; Programa de Pós-graduação em Ciências da Nutrição, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil
| | - Mayara Rodrigues Lessa
- Laboratório de Tecnologia e Biomassas do Cerrado, Departamento de Nutrição, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil; Programa de Pós-graduação em Ciências da Nutrição, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil
| | - Nísia Av Dessimoni Pinto
- Laboratório de Tecnologia e Biomassas do Cerrado, Departamento de Nutrição, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil; Programa de Pós-graduação em Ciências da Nutrição, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil
| | - Sérgio R Stuckert-Seixas
- Programa de Pós-graduação em Ciências Farmacêuticas, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil
| | - Tania Regina Riul
- Laboratório de Nutrição Experimental, Departamento de Nutrição, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil; Programa de Pós-graduação em Ciências da Nutrição, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Rodovia MGT 367 (Km 583), Campus JK, n 5000, Alto da Jacuba, Diamantina, Brasil.
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Kapetaniou GE, Reinhard MA, Christian P, Jobst A, Tobler PN, Padberg F, Soutschek A. The role of oxytocin in delay of gratification and flexibility in non-social decision making. eLife 2021; 10:e61844. [PMID: 33821797 PMCID: PMC8024008 DOI: 10.7554/elife.61844] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 03/24/2021] [Indexed: 01/03/2023] Open
Abstract
Oxytocin is well-known for its impact on social cognition. This specificity for the social domain, however, has been challenged by findings suggesting a domain-general allostatic function for oxytocin by promoting future-oriented and flexible behavior. In this pre-registered study, we tested the hypothesized domain-general function of oxytocin by assessing the impact of intranasal oxytocin (24 IU) on core aspects of human social (inequity aversion) and non-social decision making (delay of gratification and cognitive flexibility) in 49 healthy volunteers (within-subject design). In intertemporal choice, patience was higher under oxytocin than under placebo, although this difference was evident only when restricting the analysis to the first experimental session (between-group comparison) due to carry-over effects. Further, oxytocin increased cognitive flexibility in reversal learning as well as generosity under conditions of advantageous but not disadvantageous inequity. Our findings show that oxytocin affects both social and non-social decision making, supporting theoretical accounts of domain-general functions of oxytocin.
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Affiliation(s)
- Georgia Eleni Kapetaniou
- Department of Psychology, Ludwig Maximilian University MunichMunichGermany
- Graduate School for Systemic Neurosciences, Department of Biology, Ludwig Maximilian University MunichMunichGermany
| | - Matthias A Reinhard
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University MunichMunichGermany
| | - Patricia Christian
- Department of Psychology, Ludwig Maximilian University MunichMunichGermany
- Graduate School for Systemic Neurosciences, Department of Biology, Ludwig Maximilian University MunichMunichGermany
| | - Andrea Jobst
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University MunichMunichGermany
| | - Philippe N Tobler
- Zurich Center for Neuroeconomics, Department of Economics, University of ZurichZurichSwitzerland
- Neuroscience Center Zurich, University of Zurich, Swiss Federal Institute of Technology ZurichZurichSwitzerland
| | - Frank Padberg
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University MunichMunichGermany
| | - Alexander Soutschek
- Department of Psychology, Ludwig Maximilian University MunichMunichGermany
- Graduate School for Systemic Neurosciences, Department of Biology, Ludwig Maximilian University MunichMunichGermany
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Rinehart L, Spencer S. Which came first: Cannabis use or deficits in impulse control? Prog Neuropsychopharmacol Biol Psychiatry 2021; 106:110066. [PMID: 32795592 PMCID: PMC7750254 DOI: 10.1016/j.pnpbp.2020.110066] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 07/12/2020] [Accepted: 08/05/2020] [Indexed: 12/16/2022]
Abstract
Impulse control deficits are often found to co-occur with substance use disorders (SUDs). On the one hand, it is well known that chronic intake of drugs of abuse remodels the brain with significant consequences for a range of cognitive behaviors. On the other hand, individual variation in impulse control may contribute to differences in susceptibility to SUDs. Both of these relationships have been described, thus leading to a "chicken or the egg" debate which remains to be fully resolved. Does impulsivity precede drug use or does it manifest as a function of problematic drug usage? The link between impulsivity and SUDs has been most strongly established for cocaine and alcohol use disorders using both preclinical models and clinical data. Much less is known about the potential link between impulsivity and cannabis use disorder (CUD) or the directionality of this relationship. The initiation of cannabis use occurs most often during adolescence prior to the brain's maturation, which is recognized as a critical period of development. The long-term effects of chronic cannabis use on the brain and behavior have started to be explored. In this review we will summarize these observations, especially as they pertain to the relationship between impulsivity and CUD, from both a psychological and biological perspective. We will discuss impulsivity as a multi-dimensional construct and attempt to reconcile the results obtained across modalities. Finally, we will discuss possible avenues for future research with emerging longitudinal data.
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Affiliation(s)
- Linda Rinehart
- University of Minnesota, Department of Psychiatry and Behavioral Sciences
| | - Sade Spencer
- University of Minnesota, Department of Pharmacology, Minneapolis, MN, USA.
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Garman TS, Setlow B, Orsini CA. Effects of a high-fat diet on impulsive choice in rats. Physiol Behav 2021; 229:113260. [PMID: 33227243 DOI: 10.1016/j.physbeh.2020.113260] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 11/18/2020] [Indexed: 12/21/2022]
Abstract
INTRODUCTION Obesity and binge eating disorder are associated with high levels of impulsivity, but the causal role of eating and palatable food in these associations is unclear. Studies in rodents show that a high-fat diet can increase one aspect of impulsivity (impulsive action); it is less clear, however, whether a dissociable aspect of impulsivity (impulsive choice) is similarly affected. Hence, the aim of this study was to ascertain whether chronic exposure to a high-fat diet would alter impulsive choice. METHODS Male rats were maintained on either a high-fat or control chow diet for two weeks ad libitum. They then underwent equi-caloric food restriction for the duration of the experiment, with each group maintained on their respective diet. To measure impulsive choice, rats were trained on a delay discounting task (DDT) in which they made discrete choices between a lever that delivered a small food reward immediately and a lever that delivered a large food reward accompanied by systematically increasing delays. Upon reaching stable performance on the DDT, rats were given acute systemic injections of amphetamine prior to testing in the DDT to determine whether increased monoamine transmission affected impulsive choice differently in the two diet groups. Lastly, subjects were tested on a progressive ratio schedule of reinforcement to assess motivation for a sucrose reward. RESULTS There was no significant effect of the high-fat diet on impulsive choice. Further, amphetamine decreased choice of the large, delayed reward (increased impulsive choice) to the same extent in both groups. Exposure to the high-fat diet did, however, increase motivation to obtain a sucrose reward. CONCLUSIONS These experiments reveal that, under conditions that do not promote weight gain, a chronic high-fat diet does not affect impulsive choice in a delay discounting task. The data are surprising in light of findings showing that this same diet alters impulsive action, and highlight the necessity of further research to elucidate relationships between palatable food consumption and impulsivity.
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Affiliation(s)
| | - Barry Setlow
- Department of Neuroscience; Department of Psychiatry; McKnight Brain Institute; Center for Addiction Research and Education, University of Florida, Gainesville, FL 32610
| | - Caitlin A Orsini
- Department of Psychiatry; McKnight Brain Institute; Department of Psychology, Waggoner Center for Alcoholism and Addiction Research, The University of Texas at Austin, Austin, TX 78712.
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6
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Boswell RG, Potenza MN, Grilo CM. The Neurobiology of Binge-eating Disorder Compared with Obesity: Implications for Differential Therapeutics. Clin Ther 2021; 43:50-69. [PMID: 33257092 PMCID: PMC7902428 DOI: 10.1016/j.clinthera.2020.10.014] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 10/30/2020] [Accepted: 10/30/2020] [Indexed: 12/13/2022]
Abstract
PURPOSE Emerging work indicates divergence in the neurobiologies of binge-eating disorder (BED) and obesity despite their frequent co-occurrence. This review highlights specific distinguishing aspects of BED, including elevated impulsivity and compulsivity possibly involving the mesocorticolimbic dopamine system, and discusses implications for differential therapeutics for BED. METHODS This narrative review describes epidemiologic, clinical, genetic, and preclinical differences between BED and obesity. Subsequently, this review discusses human neuroimaging work reporting differences in executive functioning, reward processing, and emotion reactivity in BED compared with obesity. Finally, on the basis of the neurobiology of BED, this review identifies existing and new therapeutic agents that may be most promising given their specific targets based on putative mechanisms of action relevant specifically to BED. FINDINGS BED is characterized by elevated impulsivity and compulsivity compared with obesity, which is reflected in divergent neurobiological characteristics and effective pharmacotherapies. Therapeutic agents that influence both reward and executive function systems may be especially effective for BED. IMPLICATIONS Greater attention to impulsivity/compulsivity-related, reward-related, and emotion reactivity-related processes may enhance conceptualization and treatment approaches for patients with BED. Consideration of these distinguishing characteristics and processes could have implications for more targeted pharmacologic treatment research and interventions.
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Affiliation(s)
- Rebecca G Boswell
- Yale School of Medicine, Department of Psychiatry, New Haven, CT, USA.
| | - Marc N Potenza
- Yale School of Medicine, Department of Psychiatry, New Haven, CT, USA; Connecticut Mental Health Center, New Haven, CT, USA; Connecticut Council on Problem Gambling, Wethersfield, CT, USA; Yale School of Medicine, Child Study Center, New Haven, CT, USA; Yale University, Department of Neuroscience, New Haven, CT, USA
| | - Carlos M Grilo
- Yale School of Medicine, Department of Psychiatry, New Haven, CT, USA; Yale University, Department of Psychology, New Haven, CT, USA
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Lalanza JF, Snoeren EMS. The cafeteria diet: A standardized protocol and its effects on behavior. Neurosci Biobehav Rev 2020; 122:92-119. [PMID: 33309818 DOI: 10.1016/j.neubiorev.2020.11.003] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 11/03/2020] [Accepted: 11/04/2020] [Indexed: 12/13/2022]
Abstract
Obesity is a major health risk, with junk food consumption playing a central role in weight gain, because of its high palatability and high-energy nutrients. The Cafeteria (CAF) diet model for animal experiments consists of the same tasty but unhealthy food products that people eat (e.g. hot dogs and muffins), and considers variety, novelty and secondary food features, such as smell and texture. This model, therefore, mimics human eating patterns better than other models. In this paper, we systematically review studies that have used a CAF diet in behavioral experiments and propose a standardized CAF diet protocol. The proposed diet is ad libitum and voluntary; combines different textures, nutrients and tastes, including salty and sweet products; and it is rotated and varied. Our summary of the behavioral effects of CAF diet show that it alters meal patterns, reduces the hedonic value of other rewards, and tends to reduce stress and spatial memory. So far, no clear effects of CAF diet were found on locomotor activity, impulsivity, coping and social behavior.
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Affiliation(s)
- Jaume F Lalanza
- Department of Psychology, UiT The Arctic University of Norway, Tromsø, Norway.
| | - Eelke M S Snoeren
- Department of Psychology, UiT The Arctic University of Norway, Tromsø, Norway; Regional Health Authority of North Norway, Norway.
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Lloyd K, Reyes T. High fat diet consumption restricted to adolescence has minimal effects on adult executive function that vary by sex. Nutr Neurosci 2020; 25:801-811. [PMID: 32840166 DOI: 10.1080/1028415x.2020.1809879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Early life environment can have a lasting effect on brain development and behavior. Diet is a potent environmental factor that can positively or negatively affect neurodevelopment, and unfortunately, the likelihood of a poor diet is high during adolescence. Adverse effects of adolescent high fat diet have been observed on reward-related behaviors, reversal learning, and hippocampal-dependent learning tasks in rodents when tested in adulthood. The prefrontal cortex (PFC) continues to develop throughout adolescence and is thus vulnerable to environmental insults such as poor diet. Therefore, we sought to examine the effects of a high fat diet (HFD) consumed only during adolescence on later life adult PFC-dependent executive function. Male and female mice were fed a HFD (60% energy from fat) during either early or late adolescence then switched to standard chow and tested in a battery of touchscreen-based operant tests of executive function in adulthood. Contrary to our prediction of an adverse effect of HFD, there was no effect of adolescent HFD in males, and females showed faster learning and decreased inattention in adulthood. We conclude that the effects of adolescent-limited HFD on adult executive function are mild, positive, and vary by sex.
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Affiliation(s)
- Kelsey Lloyd
- Pharmacology and Systems Physiology, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Teresa Reyes
- Pharmacology and Systems Physiology, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
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Butler K, Le Foll B. Novel therapeutic and drug development strategies for tobacco use disorder: endocannabinoid modulation. Expert Opin Drug Discov 2020; 15:1065-1080. [DOI: 10.1080/17460441.2020.1767581] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Kevin Butler
- Translational Addiction Research Laboratory, Centre for Addiction and Mental Health, University of Toronto, Toronto, ON, Canada
| | - Bernard Le Foll
- Translational Addiction Research Laboratory, Centre for Addiction and Mental Health, University of Toronto, Toronto, ON, Canada
- Acute Care Program, Centre for Addiction and Mental Health, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
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10
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Stice E, Burger K. Neural vulnerability factors for obesity. Clin Psychol Rev 2018; 68:38-53. [PMID: 30587407 DOI: 10.1016/j.cpr.2018.12.002] [Citation(s) in RCA: 96] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Revised: 10/05/2018] [Accepted: 12/17/2018] [Indexed: 01/09/2023]
Abstract
Multiple theories identify neural vulnerability factors that may increase risk for overeating and weight gain. Early cross-sectional neuroimaging studies were unable to determine whether aberrant neural responsivity was a risk factor for or a consequence of overeating. More recent obesity risk, prospective, repeated-measures, and experimental neuroimaging studies with humans have advanced knowledge of etiologic processes and neural plasticity resulting from overeating. Herein, we review evidence from these more rigorous human neuroimaging studies, in conjunction with behavioral measures reflecting neural function, as well as experiments with animals that investigated neural vulnerability theories for overeating. Findings provide support for the reward surfeit theory that posits that individuals at risk for obesity initially show hyper-responsivity of reward circuitry to high-calorie food tastes, which theoretically drives elevated intake of such foods. However, findings provide little support for the reward deficit theory that postulates that individuals at risk for obesity show an initial hypo-responsivity of reward circuitry that motives overeating. Further, results provide support for the incentive sensitization and dynamic vulnerability theories that propose that overconsumption of high-calorie foods results in increased reward and attention region responsivity to cues that are associated with hedonic reward from intake of these high-calorie foods via conditioning, as well as a simultaneous decrease in reward region responsivity to high-calorie food tastes. However, there is little evidence that this induced reduction in reward region response to high-calorie food tastes drives an escalation in overeating. Finally, results provide support for the theory that an initial deficit in inhibitory control and a bias for immediate reward contribute to overconsumption of high-calorie foods. Findings imply that interventions that reduce reward and attention region responsivity to food cues and increase inhibitory control should reduce overeating and excessive weight gain, an intervention theory that is receiving support in randomized trials.
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Affiliation(s)
- Eric Stice
- Oregon Research Institute, Eugene, OR, USA.
| | - Kyle Burger
- University of North Carolina, Chapel Hill, NC, USA
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Kyonka EGE, Subramaniam S. Translating Behavior Analysis: a Spectrum Rather than a Road Map. Perspect Behav Sci 2018; 41:591-613. [PMID: 31976415 PMCID: PMC6701482 DOI: 10.1007/s40614-018-0145-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Much has been written about the potential benefits of translational research in behavior analysis, but a lack of consensus about what constitutes "translational" creates a barrier to effective knowledge-practice innovation within the discipline and across other sciences. We propose a tiered system, adapted from a biomedical translational pathway, for classifying behavior analysis research on a basic-applied spectrum. Tier 0 is blue sky basic science in which the subjects, behaviors, stimuli, and settings are selected for convenience. Tier 1 is use-inspired basic science with a socially important end game and research subject. Tier 2 is solution-oriented research that attempts to solve a specific problem in a socially important subject, but 1 or more aspects of the research are selected for purposes of experimental control rather than social importance. Tier 3 is applied behavior analysis research that studies a problem of social significance for the subject and involves behaviors, stimuli, and settings that are socially important. Tier 4 is impact assessment in which behavioral technology is applied with a direct benefit to society. We provide examples of behavior-analytic research in each tier and evaluate the potential benefits of organizing behavior analysis in this way.
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Affiliation(s)
- Elizabeth G. E. Kyonka
- School of Psychology and Behavioural Science, University of New England, Psychology Lane S 6 First Floor, Armidale, NSW 2351 Australia
| | - Shrinidhi Subramaniam
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD USA
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Yates JR. Dissecting drug effects in preclinical models of impulsive choice: emphasis on glutamatergic compounds. Psychopharmacology (Berl) 2018; 235:607-626. [PMID: 29305628 PMCID: PMC5823766 DOI: 10.1007/s00213-017-4825-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 12/27/2017] [Indexed: 01/10/2023]
Abstract
RATIONALE Impulsive choice is often measured with delay discounting paradigms. Because there are multiple discounting procedures, as well as different statistical analyses that can be applied to data generated from these paradigms, there are some inconsistencies in the literature regarding drug effects on impulsive choice. OBJECTIVES The goal of the current paper is to review the methodological and analytic approaches used to measure discounting and to discuss how these differences can account for differential drug effects observed across studies. RESULTS Because some procedures/analyses use a single data point as the dependent variable, changes in this value following pharmacological treatment may be interpreted as alterations in sensitivity to delayed reinforcement, but when other procedures/analyses are used, no changes in behavior are observed. Even when multiple data points are included, some studies show that the statistical analysis (e.g., ANOVA on raw proportion of responses vs. using hyperbolic/exponential functions) can lead to different interpretations. Finally, procedural differences (e.g., delay presentation order, signaling the delay to reinforcement, etc.) in the same discounting paradigm can alter how drugs affect sensitivity to delayed reinforcement. CONCLUSIONS Future studies should utilize paradigms that allow one to observe alterations in responding at each delay (e.g., concurrent-chains schedules). Concerning statistical analyses, using parameter estimates derived from nonlinear functions or incorporating the generalized matching law can allow one to determine if drugs affect sensitivity to delayed reinforcement or impair discrimination of the large and small magnitude reinforcers. Using these approaches can help further our understanding of the neurochemical underpinnings of delay discounting.
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Affiliation(s)
- Justin R Yates
- Department of Psychological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, 41099, USA.
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High-fat diet alters weight, caloric intake, and haloperidol sensitivity in the context of effort-based responding. Behav Pharmacol 2018; 28:323-333. [PMID: 28177981 DOI: 10.1097/fbp.0000000000000295] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
High-fat (HF) diets result in weight gain, hyperphagia, and reduced dopamine D2 signaling; however, these findings have been obtained only under free-feeding conditions. This study tested the extent to which HF diet affects effort-dependent food procurement and the extent to which dopamine signaling is involved. Male Sprague-Dawley rats consumed either a HF (n=20) or a standard-chow (n=20) diet. We assessed the sensitivity to effort-based reinforcement in 10 rats from each group by measuring consumption across a series of fixed-ratio schedules (FR 5-FR 300) under a closed economy and quantified performance using the exponential-demand equation. For each FR, acute injections of 0 or 0.1 mg/kg of haloperidol, a D2 antagonist, were administered to assess dopamine-related changes in consumption. Rats fed a HF diet consumed more calories and weighed significantly more than rats fed standard-chow. Food consumption decreased in both groups in an effort-dependent manner, but there were no group differences. Haloperidol reduced responding in an FR-dependent manner for both groups. Animals exposed to a HF diet showed an altered sensitivity to haloperidol relative to rats fed a standard diet, suggesting that HF diet alters sensitivity to DA signaling underlying effort-based food procurement.
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14
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Perkins FN, Freeman KB. Pharmacotherapies for decreasing maladaptive choice in drug addiction: Targeting the behavior and the drug. Pharmacol Biochem Behav 2018; 164:40-49. [PMID: 28666892 PMCID: PMC5745300 DOI: 10.1016/j.pbb.2017.06.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2017] [Revised: 06/06/2017] [Accepted: 06/26/2017] [Indexed: 12/23/2022]
Abstract
Drug addiction can be conceptualized as a disorder of maladaptive decision making in which drugs are chosen at the expense of pro-social, nondrug alternatives. The study of decision making in drug addiction has focused largely on the role of impulsivity as a facilitator of addiction, in particular the tendency for drug abusers to choose small, immediate gains over larger but delayed outcomes (i.e., delay discounting). A parallel line of work, also focused on decision making in drug addiction, has focused on identifying the determinants underlying the choice to take drugs over nondrug alternatives (i.e., drug vs. nondrug choice). Both tracks of research have been valuable tools in the development of pharmacotherapies for treating maladaptive decision making in drug addiction, and a number of common drugs have been studied in both designs. However, we have observed that there is little uniformity in the administration regimens of potential treatments between the designs, which hinders congruence in the development of single treatment strategies to reduce both impulsive behavior and drug choice. The current review provides an overview of the drugs that have been tested in both delay-discounting and drug-choice designs, and focuses on drugs that reduced the maladaptive choice in both designs. Suggestions to enhance congruence between the findings in future studies are provided. Finally, we propose the use of a hybridized, experimental approach that may enable researchers to test the effectiveness of therapeutics at decreasing impulsive and drug choice in a single design.
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Affiliation(s)
- Frank N Perkins
- Division of Neurobiology and Behavior Research, Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, MS 39216, United States
| | - Kevin B Freeman
- Division of Neurobiology and Behavior Research, Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, MS 39216, United States.
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15
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Robertson SH, Rasmussen EB. Effects of a cafeteria diet on delay discounting in adolescent and adult rats: Alterations on dopaminergic sensitivity. J Psychopharmacol 2017; 31:1419-1429. [PMID: 29067887 DOI: 10.1177/0269881117735750] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Diet-induced obesity is a laboratory procedure in which nonhuman animals are chronically exposed to a high-fat, high-sugar diet (i.e. cafeteria diet), which results in weight gain, altered sensitivity to reward, and alterations in the dopamine D2 system. To date, few (if any) studies have examined age-related diet-induced obesity effects in a rat model or have used an impulsive choice task to characterize diet-induced behavioral alterations in reward processes. We exposed rats to a cafeteria-style diet for eight weeks starting at age 21 or 70 days. Following the diet exposures, the rats were tested on a delay discounting task - a measure of impulsive choice in which preference for smaller, immediate vs larger, delayed food reinforcers was assessed. Acute injections of haloperidol (0.03-0.3 mg/kg) were administered to assess the extent to which diet-induced changes in dopamine D2 influence impulsive food choice. Across both age groups, rats fed a cafeteria diet gained the most weight and consumed more calories than rats fed a standard diet, with rats exposed during development showing the highest weight gain. No age- or diet-related baseline differences in delay discounting were revealed, however, haloperidol unmasked subtle diet-related differences by dose-dependently reducing choice for the larger, later reinforcer. Rats fed a cafeteria diet showed a leftward shift in the dose-response curve, suggesting heightened sensitivity to haloperidol, regardless of age, compared to rats fed a standard diet. Results indicate that chronic exposure to a cafeteria diet resulted in changes in underlying dopamine D2 that manifested as greater impulsivity independent of age at diet exposure.
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Affiliation(s)
| | - Erin B Rasmussen
- Department of Psychology, Idaho State University, Pocatello, USA
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16
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Abstract
Binge-eating disorder (BED) is the most prevalent eating disorder with estimates of 2-5% of the general adult population. Nonetheless, its pathophysiology is poorly understood. Furthermore, there exist few therapeutic options for its effective treatment. Here we review the current state of binge-eating neurobiology and pharmacology, drawing from clinical therapeutic, neuroimaging, cognitive, human genetic and animal model studies. These studies, which are still in their infancy, indicate that while there are many gaps in our knowledge, several key neural substrates appear to underpin binge-eating and may be conserved between human and animals. This observation suggests that behavioral intermediate phenotypes or endophenotypes relevant to BED may be modeled in animals, facilitating the identification and testing of novel pharmacological targets. The development of novel, safe and effective pharmacological therapies for the treatment of BED will enhance the ability of clinicians to provide optimal care for people with BED.
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Affiliation(s)
- Peter H Hutson
- Department of Neurobiology, CNS Discovery, Teva Pharmaceuticals, West Chester, PA, USA.
| | - Iris M Balodis
- Peter Boris Centre for Addiction Research, Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Marc N Potenza
- Department of Psychiatry, Child Study Center, Yale University School of Medicine, New Haven, CT, USA; Department of Neuroscience, Yale University School of Medicine, New Haven, CT, USA; National Center on Addiction and Substance Abuse, USA; Connecticut Mental Health Center, New Haven, CT, USA
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17
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Gould TD, Georgiou P, Brenner LA, Brundin L, Can A, Courtet P, Donaldson ZR, Dwivedi Y, Guillaume S, Gottesman II, Kanekar S, Lowry CA, Renshaw PF, Rujescu D, Smith EG, Turecki G, Zanos P, Zarate CA, Zunszain PA, Postolache TT. Animal models to improve our understanding and treatment of suicidal behavior. Transl Psychiatry 2017; 7:e1092. [PMID: 28398339 PMCID: PMC5416692 DOI: 10.1038/tp.2017.50] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2016] [Revised: 01/16/2017] [Accepted: 02/01/2017] [Indexed: 02/08/2023] Open
Abstract
Worldwide, suicide is a leading cause of death. Although a sizable proportion of deaths by suicide may be preventable, it is well documented that despite major governmental and international investments in research, education and clinical practice suicide rates have not diminished and are even increasing among several at-risk populations. Although nonhuman animals do not engage in suicidal behavior amenable to translational studies, we argue that animal model systems are necessary to investigate candidate endophenotypes of suicidal behavior and the neurobiology underlying these endophenotypes. Animal models are similarly a critical resource to help delineate treatment targets and pharmacological means to improve our ability to manage the risk of suicide. In particular, certain pathophysiological pathways to suicidal behavior, including stress and hypothalamic-pituitary-adrenal axis dysfunction, neurotransmitter system abnormalities, endocrine and neuroimmune changes, aggression, impulsivity and decision-making deficits, as well as the role of critical interactions between genetic and epigenetic factors, development and environmental risk factors can be modeled in laboratory animals. We broadly describe human biological findings, as well as protective effects of medications such as lithium, clozapine, and ketamine associated with modifying risk of engaging in suicidal behavior that are readily translatable to animal models. Endophenotypes of suicidal behavior, studied in animal models, are further useful for moving observed associations with harmful environmental factors (for example, childhood adversity, mechanical trauma aeroallergens, pathogens, inflammation triggers) from association to causation, and developing preventative strategies. Further study in animals will contribute to a more informed, comprehensive, accelerated and ultimately impactful suicide research portfolio.
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Affiliation(s)
- T D Gould
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Pharmacology, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - P Georgiou
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
| | - L A Brenner
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Rocky Mountain Mental Illness Research Education and Clinical Center, Denver, CO, USA
- Military and Veteran Microbiome Consortium for Research and Education, U.S. Department of Veterans Affairs, Washington, DC, USA
- Department of Physical Medicine and Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - L Brundin
- Center for Neurodegenerative Science, Van Andel Research Institute, Grand Rapids, MI, USA
| | - A Can
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Psychology, Notre Dame of Maryland University, Baltimore, MD, USA
| | - P Courtet
- Department of Emergency Psychiatry and Post Acute Care, CHU Montpellier, Montpellier, France
- Université Montpellier, Inserm U1061, Montpellier, France
| | - Z R Donaldson
- Department of Molecular, Cellular, and Developmental Biology, University of Colorado Boulder, Boulder, CO, USA
- Department of Psychology, University of Colorado, Boulder, Boulder, CO, USA
- Department of Neuroscience, University of Colorado Boulder, Boulder, CO, USA
| | - Y Dwivedi
- Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - S Guillaume
- Department of Emergency Psychiatry and Post Acute Care, CHU Montpellier, Montpellier, France
- Université Montpellier, Inserm U1061, Montpellier, France
| | - I I Gottesman
- Department of Psychology, University of Minnesota, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, USA
| | - S Kanekar
- Department of Psychiatry, University of Utah, Salt Lake City, UT, USA
| | - C A Lowry
- Rocky Mountain Mental Illness Research Education and Clinical Center, Denver, CO, USA
- Military and Veteran Microbiome Consortium for Research and Education, U.S. Department of Veterans Affairs, Washington, DC, USA
- Department of Integrative Physiology and Center for Neuroscience, University of Colorado Boulder, Boulder, CO, USA
- Department of Physical Medicine and Rehabilitation and Center for Neuroscience, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - P F Renshaw
- Rocky Mountain Mental Illness Research Education and Clinical Center, Denver, CO, USA
- Department of Psychiatry, University of Utah, Salt Lake City, UT, USA
| | - D Rujescu
- Department of Psychiatry, University of Halle-Wittenberg, Halle, Germany
| | - E G Smith
- Edith Nourse Rogers Memorial Veterans Hospital, Bedford, MA, USA
| | - G Turecki
- Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - P Zanos
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
| | - C A Zarate
- Experimental Therapeutics and Pathophysiology Branch, Intramural Research Program, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - P A Zunszain
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - T T Postolache
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
- Rocky Mountain Mental Illness Research Education and Clinical Center, Denver, CO, USA
- Military and Veteran Microbiome Consortium for Research and Education, U.S. Department of Veterans Affairs, Washington, DC, USA
- VISN 5 Mental Illness Research Education and Clinical Center, Baltimore MD, USA
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Bojanowska E, Ciosek J. Can We Selectively Reduce Appetite for Energy-Dense Foods? An Overview of Pharmacological Strategies for Modification of Food Preference Behavior. Curr Neuropharmacol 2016; 14:118-42. [PMID: 26549651 PMCID: PMC4825944 DOI: 10.2174/1570159x14666151109103147] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Revised: 09/19/2015] [Accepted: 10/31/2015] [Indexed: 12/11/2022] Open
Abstract
Excessive intake of food, especially palatable and energy-dense carbohydrates and fats, is
largely responsible for the growing incidence of obesity worldwide. Although there are a number of
candidate antiobesity drugs, only a few of them have been proven able to inhibit appetite for palatable
foods without the concurrent reduction in regular food consumption. In this review, we discuss the
interrelationships between homeostatic and hedonic food intake control mechanisms in promoting
overeating with palatable foods and assess the potential usefulness of systemically administered pharmaceuticals that
impinge on the endogenous cannabinoid, opioid, aminergic, cholinergic, and peptidergic systems in the modification of
food preference behavior. Also, certain dietary supplements with the potency to reduce specifically palatable food intake
are presented. Based on human and animal studies, we indicate the most promising therapies and agents that influence the
effectiveness of appetite-modifying drugs. It should be stressed, however, that most of the data included in our review
come from preclinical studies; therefore, further investigations aimed at confirming the effectiveness and safety of the
aforementioned medications in the treatment of obese humans are necessary.
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Affiliation(s)
- Ewa Bojanowska
- Department of Behavioral Pathophysiology, Institute of General and Experimental Pathology, Medical University of Lodz, 60 Narutowicza Street, 90-136 Lodz, Poland.
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Rasmussen EB, Robertson SH, Rodriguez LR. The utility of behavioral economics in expanding the free-feed model of obesity. Behav Processes 2016; 127:25-34. [PMID: 26923097 PMCID: PMC4868767 DOI: 10.1016/j.beproc.2016.02.014] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Revised: 02/18/2016] [Accepted: 02/22/2016] [Indexed: 01/19/2023]
Abstract
Animal models of obesity are numerous and diverse in terms of identifying specific neural and peripheral mechanisms related to obesity; however, they are limited when it comes to behavior. The standard behavioral measure of food intake in most animal models occurs in a free-feeding environment. While easy and cost-effective for the researcher, the free-feeding environment omits some of the most important features of obesity-related food consumption-namely, properties of food availability, such as effort and delay to obtaining food. Behavior economics expands behavioral measures of obesity animal models by identifying such behavioral mechanisms. First, economic demand analysis allows researchers to understand the role of effort in food procurement, and how physiological and neural mechanisms are related. Second, studies on delay discounting contribute to a growing literature that shows that sensitivity to delayed food- and food-related outcomes is likely a fundamental process of obesity. Together, these data expand the animal model in a manner that better characterizes how environmental factors influence food consumption.
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20
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Simmank J, Murawski C, Bode S, Horstmann A. Incidental rewarding cues influence economic decisions in people with obesity. Front Behav Neurosci 2015; 9:278. [PMID: 26528158 PMCID: PMC4606016 DOI: 10.3389/fnbeh.2015.00278] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2015] [Accepted: 09/28/2015] [Indexed: 01/16/2023] Open
Abstract
Recent research suggests that obesity is linked to prominent alterations in learning and decision-making. This general difference may also underlie the preference for immediately consumable, highly palatable but unhealthy and high-calorie foods. Such poor food-related inter-temporal decision-making can explain weight gain; however, it is not yet clear whether this deficit can be generalized to other domains of inter-temporal decision-making, for example financial decisions. Further, little is known about the stability of decision-making behavior in obesity, especially in the presence of rewarding cues. To answer these questions, obese and lean participants (n = 52) completed two sessions of a novel priming paradigm including a computerized monetary delay discounting task. In the first session, general differences between groups in financial delay discounting were measured. In the second session, we tested the general stability of discount rates. Additionally, participants were primed by affective visual cues of different contextual categories before making financial decisions. We found that the obese group showed stronger discounting of future monetary rewards than the lean group, but groups did not differ in their general stability between sessions nor in their sensitivity toward changes in reward magnitude. In the obese group, a fast decrease of subjective value over time was directly related to a higher tendency for opportunistic eating. Obese in contrast to lean people were primed by the affective cues, showing a sex-specific pattern of priming direction. Our findings demonstrate that environments rich of cues, aiming at inducing unhealthy consumer decisions, can be highly detrimental for obese people. It also underscores that obesity is not merely a medical condition but has a strong cognitive component, meaning that current dietary and medical treatment strategies may fall too short.
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Affiliation(s)
- Jakob Simmank
- Junior Research Group 'Decision-making in obesity', IFB Adiposity Diseases, Leipzig University Medical Center Leipzig, Germany ; Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences Leipzig, Germany
| | - Carsten Murawski
- Department of Finance, The University of Melbourne Melbourne, Victoria, Australia
| | - Stefan Bode
- Decision Neuroscience Laboratory, Melbourne School of Psychological Sciences, The University of Melbourne Victoria, Australia
| | - Annette Horstmann
- Junior Research Group 'Decision-making in obesity', IFB Adiposity Diseases, Leipzig University Medical Center Leipzig, Germany ; Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences Leipzig, Germany ; Collaborative Research Centre, Leipzig University Medical Center Leipzig, Germany
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21
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Hendrickson KL, Rasmussen EB, Lawyer SR. Measurement and validation of measures for impulsive food choice across obese and healthy-weight individuals. Appetite 2015; 90:254-63. [DOI: 10.1016/j.appet.2015.03.015] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 03/10/2015] [Accepted: 03/12/2015] [Indexed: 02/02/2023]
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