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Beckwith SW, Czachowski CL. Ethanol pre-exposure does not increase delay discounting in P rats, but does impair the ability to dynamically adapt behavioral allocation to changing reinforcer contingencies. Pharmacol Biochem Behav 2019; 187:172816. [PMID: 31654652 DOI: 10.1016/j.pbb.2019.172816] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 10/17/2019] [Accepted: 10/19/2019] [Indexed: 12/23/2022]
Abstract
Increased subjective discounting of delayed rewards is associated with substance abuse, and individuals tend to discount their drug of choice at a greater rate compared to monetary rewards. While there is evidence indicating that increased delay discounting (DD) is a risk factor for substance abuse, some results suggest that exposure to drugs of abuse also increases DD, but effects are mixed. The current study examined whether ethanol pre-exposure increases DD and if an ethanol reinforcer would be discounted at a greater rate than sucrose. Alcohol preferring (P) rats were pre-exposed to either ethanol or sucrose using an intermittent access protocol (IAP) for 8 weeks. Then animals completed an operant fixed choice procedure where each pre-exposure group was split into either an ethanol or sucrose reinforcer group. Afterwards, animals completed an adjusting delay DD task using the same groups as the fixed choice task. Animals that received access to ethanol in the IAP showed increased delayed reward preference in a delay and session dependent manner. Specifically, ethanol pre-exposed animals took more sessions to decrease their preference for the delayed reward at longer delays. In the adjusting delay task, no differences in mean adjusting delays were seen, but ethanol pre-exposure impaired animals' ability to reach stability criteria. The observed results are not consistent with ethanol pre-exposure causing a change in DD. Rather they indicate ethanol pre-exposure impaired animals' ability to reallocate their behavior in response to a change in reinforcer contingencies. The current findings extend prior results showing alcohol naïve P rats exhibit both increased DD and decreased response inhibition (Beckwith and Czachowski 2014, 2016) by demonstrating that after alcohol exposure they exhibit a form of behavioral inflexibility. Hence, a "two-hit" genetic vulnerability/environmental acceleration of addictive behavior is supported.
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Affiliation(s)
- Steven Wesley Beckwith
- Addiction Neuroscience Graduate Program, Department of Psychology, Indiana University-Purdue University Indianapolis, 402 North Blackford Street, Indianapolis, IN 46202, United States of America.
| | - Cristine Lynn Czachowski
- Addiction Neuroscience Graduate Program, Department of Psychology, Indiana University-Purdue University Indianapolis, 402 North Blackford Street, Indianapolis, IN 46202, United States of America
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Nakazato T. Dual-mode dopamine increases mediated by 5-HT 1B and 5-HT 2C receptors inhibition, inducing impulsive behavior in trained rats. Exp Brain Res 2019; 237:2573-2584. [PMID: 31352493 PMCID: PMC6751152 DOI: 10.1007/s00221-019-05611-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 07/20/2019] [Indexed: 12/13/2022]
Abstract
Patients with eating disorders exhibit problems with appetitive impulse control. Interactions between dopamine and serotonin (5-HT) neuron in this setting are poorly characterized. Here we examined 5-HT receptor-mediated changes in extracellular dopamine during impulsive appetitive behavior in rats. Rats were trained to perform a cued lever-press (LP) task for a food reward such that they stopped experiencing associated dopamine increases. Trained rats were administered the mixed 5-HT1B/2C-receptor antagonist metergoline, the 5-HT2A/2C-receptor antagonist ketanserin, and p-chlorophenylalanine (PCPA). We measured dopamine changes in the ventral striatum using voltammetry and examined the number of premature LPs, reaction time (RT), and reward acquisition rate (RAR). Compared with controls, metergoline increased premature LPs and shortened RT significantly; ketanserin decreased premature LPs and lengthened RT significantly; and PCPA decreased premature LPs, lengthened RT, and decreased RAR significantly. Following metergoline administration, rats exhibited a fast phasic dopamine increase for 0.25-0.75 s after a correct LP, but only during LP for an incorrect LP. No dopamine increases were detected with ketanserin or PCPA, or in controls. After LP task completion, metergoline also caused dopamine to increase slowly and remain elevated; in contrast, ketanserin caused dopamine to increase slowly and decrease rapidly. No slow dopamine increase occurred with PCPA. Inhibition of 5-HT1B- and 5-HT2C-receptors apparently induced dual modes of extracellular dopamine increase: fast phasic, and slow long-lasting. These increases may be associated with the suppression of acquired prediction learning and retention of high motivation for reward, leading to impulsive excessive premature LPs.
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Grants
- Grant-in-Aid for Scientific Research: No. 17650095 (Hoga-Kenkyu) The Japanese Ministry of Education, Culture, Sports, Science, and Technology
- Grant-in-Aid for Scientific Research: No. 17075002 ("Mobiligence" Project on Priority Areas: Emergence of Adaptive Motor Function through Interaction between Body, Brain The Japanese Ministry of Education, Culture, Sports, Science, and Technology
- Environment) The Japanese Ministry of Education, Culture, Sports, Science, and Technology
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Affiliation(s)
- Taizo Nakazato
- Department of Physiology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan.
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53
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Anastasio NC, Stutz SJ, Price AE, Davis-Reyes BD, Sholler DJ, Ferguson SM, Neumaier JF, Moeller FG, Hommel JD, Cunningham KA. Convergent neural connectivity in motor impulsivity and high-fat food binge-like eating in male Sprague-Dawley rats. Neuropsychopharmacology 2019; 44:1752-1761. [PMID: 31003231 PMCID: PMC6785029 DOI: 10.1038/s41386-019-0394-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Revised: 04/05/2019] [Accepted: 04/13/2019] [Indexed: 12/27/2022]
Abstract
Food intake is essential for survival, but maladaptive patterns of intake, possibly encoded by a preexisting vulnerability coupled with the influence of environmental variables, can modify the reward value of food. Impulsivity, a predisposition toward rapid unplanned reactions to stimuli, is one of the multifaceted determinants underlying the etiology of dysregulated eating and its evolving pathogenesis. The medial prefrontal cortex (mPFC) is a major neural director of reward-driven behavior and impulsivity. Compromised signaling between the mPFC and nucleus accumbens shell (NAcSh) is thought to underlie the cognitive inability to withhold prepotent responses (motor impulsivity) and binge intake of high-fat food (HFF) seen in binge eating disorder. To explore the relationship between motor impulsivity and binge-like eating in rodents, we identified high (HI) and low impulsive (LI) rats in the 1-choice serial reaction time task and employed a rat model of binge-like eating behavior. HFF binge rats consumed significantly greater calories relative to control rats maintained on continual access to standard food or HFF. HI rats repeatedly exhibited significantly higher bingeing on HFF vs. LI rats. Next, we employed dual viral vector chemogenetic technology which allows for the targeted and isolated modulation of ventral mPFC (vmPFC) neurons that project to the NAcSh. Chemogenetic activation of the vmPFC to NAcSh pathway significantly suppressed motor impulsivity and binge-like intake for high-fat food. Thus, inherent motor impulsivity and binge-like eating are linked and the vmPFC to NAcSh pathway serves as a 'brake' over both behaviors.
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Affiliation(s)
- Noelle C. Anastasio
- 0000 0001 1547 9964grid.176731.5Center for Addiction Research and Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX USA
| | - Sonja J. Stutz
- 0000 0001 1547 9964grid.176731.5Center for Addiction Research and Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX USA
| | - Amanda E. Price
- 0000 0001 1547 9964grid.176731.5Center for Addiction Research and Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX USA
| | - Brionna D. Davis-Reyes
- 0000 0001 1547 9964grid.176731.5Center for Addiction Research and Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX USA
| | - Dennis J. Sholler
- 0000 0001 1547 9964grid.176731.5Center for Addiction Research and Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX USA
| | - Susan M. Ferguson
- 0000 0000 9026 4165grid.240741.4Center for Integrative Brain Research, Seattle Children’s Research Institute, Seattle, WA USA ,0000000122986657grid.34477.33Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA USA
| | - John F. Neumaier
- 0000000122986657grid.34477.33Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA USA
| | - F. Gerard Moeller
- 0000 0004 0458 8737grid.224260.0Department of Psychiatry and Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA USA
| | - Jonathan D. Hommel
- 0000 0001 1547 9964grid.176731.5Center for Addiction Research and Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX USA
| | - Kathryn A. Cunningham
- 0000 0001 1547 9964grid.176731.5Center for Addiction Research and Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX USA
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Optogenetic and chemogenetic approaches to manipulate attention, impulsivity and behavioural flexibility in rodents. Behav Pharmacol 2019; 29:560-568. [PMID: 30169376 DOI: 10.1097/fbp.0000000000000425] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Studies manipulating neural activity acutely with optogenetic or chemogenetic intervention in behaving rodents have increased considerably in recent years. More often, these circuit-level neural manipulations are tested within an existing framework of behavioural testing that strives to model complex executive functions or symptomologies relevant to multidimensional psychiatric disorders in humans, such as attentional control deficits, impulsivity or behavioural (in)flexibility. This methods perspective argues in favour of carefully implementing these acute circuit-based approaches to better understand and model cognitive symptomologies or their similar isomorphic animal behaviours, which often arise and persist in overlapping brain circuitries. First, we offer some practical considerations for combining long-term, behavioural paradigms with optogenetic or chemogenetic interventions. Next, we examine how cell-type or projection-specific manipulations to the ascending neuromodulatory systems, local brain region or descending cortical glutamatergic projections influence aspects of cognitive control. For this, we primarily focus on the influence exerted on attentional and motor impulsivity performance in the (3-choice or) 5-choice serial reaction time task, and impulsive, risky or inflexible choice biases during alternative preference, reward discounting or reversal learning tasks.
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Cortese A, Delgado-Morales R, Almeida OFX, Romberg C. The Arctic/Swedish APP mutation alters the impact of chronic stress on cognition in mice. Eur J Neurosci 2019; 50:2773-2785. [PMID: 31231836 PMCID: PMC6852344 DOI: 10.1111/ejn.14500] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 06/12/2019] [Accepted: 06/19/2019] [Indexed: 12/14/2022]
Abstract
Chronic stress is a major risk factor for developing Alzheimer's disease (AD) and promotes the processing of amyloid precursor protein (APP) to β-amyloid (Aβ). However, the precise relationship of stress and disease-typical cognitive decline is presently not well understood. The aim of this study was to investigate how early life stress may affect cognition in adult mice with and without soluble Aβ pathology typical for the early stages of the disease. We focussed on sustained attention and response control, aspects of cognition mediated by the prefrontal cortex that are consistently impaired both in early AD and after chronic stress exposure. Young wild-type mice as well as transgenic arcAβ mice overexpressing the hAPParc/swe transgene were exposed to a chronic unpredictable stress paradigm (age 3-8 weeks). At 15 weeks, these mice were tested on the 5-choice serial reaction time task, a test of sustained attention and executive control. We found that, expectedly, chronic stress increased impulsive choices and impaired sustained attention in wild-type mice. However, the same treatment reduced impulsivity and did not interfere with sustained attention in arcAβ mice. These findings suggest an unexpected interaction between chronic stress and Aβ whereby Aβ-pathology caused by the hAPParc/swe mutation prevented and/or reversed stress-induced cognitive changes through mechanisms that deserve further investigation. They also indicate that Aβ, in modest amounts, may have a beneficial role for cognitive stability, for example by protecting neural networks from the impact of further physiological or behavioural stress.
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Affiliation(s)
- Aurelio Cortese
- Max-Planck-Institute for Psychiatry, Munich, Germany.,Computational Neuroscience Laboratories, ATR Institute International, Kyoto, Japan
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56
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Smith T, Panfil K, Bailey C, Kirkpatrick K. Cognitive and behavioral training interventions to promote self-control. JOURNAL OF EXPERIMENTAL PSYCHOLOGY. ANIMAL LEARNING AND COGNITION 2019; 45:259-279. [PMID: 31070430 PMCID: PMC6716382 DOI: 10.1037/xan0000208] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
This review article discusses various cognitive and behavioral interventions that have been developed with the goal of promoting self-controlled responding. Self-control can exert a significant impact on human health and impulsive behaviors are associated with a wide range of diseases and disorders, leading to the suggestion that impulsivity is a trans-disease process. The self-control interventions include effort exposure, reward discrimination, reward bundling, interval schedules of reinforcement, impulse control training, and mindfulness training. Most of the interventions have been consistently shown to increase self-control, except for mindfulness training. Some of the successful interventions are long-lasting, whereas others may be transient. Most interventions are domain-specific, targeting specific cognitive and behavioral processes that relate to self-control rather than targeting overall self-control. For example, effort exposure appears to primarily increase effort tolerance, which in turn can improve self-control. Similarly, interval schedules primarily target interval timing, which promotes self-controlled responses. A diagram outlining a proposed set of intervention effects on self-control is introduced to motivate further research in this area. The diagram suggests that the individual target processes of the interventions may potentially summate to produce general self-control, or perhaps even produce synergistic effects. In addition, it is suggested that developing a self-control profile may be advantageous for aligning specific interventions to mitigate specific deficits. Overall, the results indicate that interventions are a promising avenue for promoting self-control and may help to contribute to changing health outcomes associated with a wide variety of diseases and disorders. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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57
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Top-down control of the medial orbitofrontal cortex to nucleus accumbens core pathway in decisional impulsivity. Brain Struct Funct 2019; 224:2437-2452. [DOI: 10.1007/s00429-019-01913-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Accepted: 06/14/2019] [Indexed: 02/03/2023]
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58
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Differential gene expression in the mesocorticolimbic system of innately high- and low-impulsive rats. Behav Brain Res 2019; 364:193-204. [DOI: 10.1016/j.bbr.2019.01.022] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 12/12/2018] [Accepted: 01/12/2019] [Indexed: 02/02/2023]
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59
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Garcia‐Rivas V, Deroche‐Gamonet V. Not all smokers appear to seek nicotine for the same reasons: implications for preclinical research in nicotine dependence. Addict Biol 2019; 24:317-334. [PMID: 29480575 DOI: 10.1111/adb.12607] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Revised: 12/11/2017] [Accepted: 01/15/2018] [Indexed: 01/08/2023]
Abstract
Tobacco use leads to 6 million deaths every year due to severe long-lasting diseases. The main component of tobacco, nicotine, is recognized as one of the most addictive drugs, making smoking cessation difficult, even when 70 percent of smokers wish to do so. Clinical and preclinical studies have demonstrated consistently that nicotine seeking is a complex behavior involving various psychopharmacological mechanisms. Evidence supports that the population of smokers is heterogeneous, particularly as regards the breadth of motives that determine the urge to smoke. Here, we review converging psychological, genetic and neurobiological data from clinical and preclinical studies supporting that the mechanisms controlling nicotine seeking may vary from individual to individual. It appears timely that basic neuroscience integrates this heterogeneity to refine our understanding of the neurobiology of nicotine seeking, as tremendous progress has been made in modeling the various psychopharmacological mechanisms driving nicotine seeking in rodents. For a better understanding of the mechanisms that drive nicotine seeking, we emphasize the need for individual-based research strategies in which nicotine seeking, and eventually treatment efficacy, are determined while taking into account individual variations in the mechanisms of nicotine seeking.
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Affiliation(s)
- Vernon Garcia‐Rivas
- Université de Bordeaux France
- INSERM U1215, Psychobiology of Drug AddictionNeuroCentre Magendie France
| | - Véronique Deroche‐Gamonet
- Université de Bordeaux France
- INSERM U1215, Psychobiology of Drug AddictionNeuroCentre Magendie France
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60
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Fletcher PJ, Li Z, Silenieks LB, MacMillan C, DeLannoy I, Higgins GA. Preclinical evidence for combining the 5-HT 2C receptor agonist lorcaserin and varenicline as a treatment for nicotine dependence. Addict Biol 2019; 24:376-387. [PMID: 29498158 DOI: 10.1111/adb.12602] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Revised: 12/15/2017] [Accepted: 12/24/2017] [Indexed: 11/28/2022]
Abstract
Varenicline, a nicotinic acetylcholine receptor partial agonist, is used to treat nicotine dependence. Lorcaserin, a 5-HT2C receptor agonist has been approved in some countries to treat obesity. Based on preclinical and preliminary clinical evidence, lorcaserin may have potential to treat nicotine dependence. These experiments examined in rats the effects of combining varenicline (0.5 or 1 mg/kg) and lorcaserin (0.3, 0.6 and 1 mg/kg) on nicotine self-administration, reinstatement of nicotine seeking, responding for food and impulsive action. Both drugs alone reduced nicotine self-administration. Combining varenicline and 0.6 mg/kg lorcaserin reduced responding to a greater extent than either drug alone. In a relapse model, extinguished nicotine seeking was reinstated by a priming injection of nicotine and nicotine-associated cues. Reinstatement was reduced by varenicline (1 mg/kg) and by lorcaserin (0.3 mg/kg). Combining lorcaserin (0.3 mg/kg) with varenicline (0.5 or 1 mg/kg) reduced reinstatement to a greater degree than either drug alone. Both drugs had minimal effects on responding for food, alone or in combination. In the five-choice serial reaction time test, varenicline (0.5 or 1 mg/kg) increased impulsivity, measured as increased premature responding. This effect was reduced by lorcaserin (0.3 mg/kg). Plasma levels of varenicline or lorcaserin were not altered by co-administration of the other drug. Varenicline and lorcaserin have additive effects on nicotine self-administration, and on nicotine seeking. Lorcaserin prevents impulsivity induced by varenicline. This pattern of effects suggests that co-administration of varenicline and lorcaserin has potential as a treatment for nicotine dependence that may exceed the value of either drug alone.
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Affiliation(s)
- Paul J. Fletcher
- Section of Biopsychology & Campbell Family Mental Health Research InstituteCentre for Addiction and Mental Health Canada
- Department of PsychiatryUniversity of Toronto Canada
- Department of PsychologyUniversity of Toronto Canada
| | - Zhaoxia Li
- Section of Biopsychology & Campbell Family Mental Health Research InstituteCentre for Addiction and Mental Health Canada
| | | | | | | | - Guy A. Higgins
- Department of Pharmacology and ToxicologyUniversity of Toronto Canada
- InterVivo Solutions Inc Canada
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61
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Sackett DA, Moschak TM, Carelli RM. Prelimbic Cortical Neurons Track Preferred Reward Value and Reflect Impulsive Choice during Delay Discounting Behavior. J Neurosci 2019; 39:3108-3118. [PMID: 30755490 PMCID: PMC6468102 DOI: 10.1523/jneurosci.2532-18.2019] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 01/28/2019] [Accepted: 02/03/2019] [Indexed: 11/21/2022] Open
Abstract
In delay discounting, individuals discount the value of a reward based on the delay to its receipt. The prelimbic cortex (PrL) is heavily interconnected with several brain regions implicated in delay discounting, but the specific contributions of the PrL to delay discounting are unknown. Here, we used multineuron electrophysiological recording methods in Long-Evans male (n = 10) and female (n = 9) rats to characterize the firing dynamics of PrL neurons during discrete cue and lever press events in a delay discounting task. Rats' initial preference for the large reward decreased as delays for that outcome increased across blocks, reflecting classic discounting behavior. Electrophysiological recordings revealed that subgroups of neurons exhibited phasic responses to cue presentations and lever presses. These phasic neurons were found to respond to either large/delay, small/immediate, or both trial types and the percentage of these neurons shifted across blocks as the expected value of the reward changed. Critically, this shift was only seen during trials in which animals could choose their preferred option (free choice trials) and not during trials where animals could choose only one option (forced choice trials). Further, this shift was dependent on rats' inherent impulsivity because high impulsive rats demonstrated a greater percentage of small/immediate-responsive neurons as the task progressed. Collectively, these findings suggest a unique role for the PrL in encoding reward value during delay discounting that is influenced by individual differences in impulsivity.SIGNIFICANCE STATEMENT In delay discounting, individuals discount the value of a reward based on the delay to its receipt. Here, we used electrophysiology to investigate the role of the prelimbic cortex (PrL) in this process. We found that subsets of neurons shifted activity as a function of the changing expected delay and reward magnitude, but this shift was only evident during trials in which animals could choose their preferred option. Further, this dynamic neural activity depended on rats' inherent impulsivity, with impulsive rats exhibiting a stronger neural shift toward the immediate reward as the task progressed. These findings suggest a role for the PrL in encoding reward value during delay discounting that is influenced by goal-directed context and individual differences in impulsivity.
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Affiliation(s)
- Deirdre A Sackett
- Department of Psychology and Neuroscience, The University of North Carolina, Chapel Hill, North Carolina 27599
| | - Travis M Moschak
- Department of Psychology and Neuroscience, The University of North Carolina, Chapel Hill, North Carolina 27599
| | - Regina M Carelli
- Department of Psychology and Neuroscience, The University of North Carolina, Chapel Hill, North Carolina 27599
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62
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Weafer J, Crane NA, Gorka SM, Phan KL, de Wit H. Neural correlates of inhibition and reward are negatively associated. Neuroimage 2019; 196:188-194. [PMID: 30974242 DOI: 10.1016/j.neuroimage.2019.04.021] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 02/26/2019] [Accepted: 04/04/2019] [Indexed: 01/16/2023] Open
Abstract
Individuals with impulsive and addictive disorders, including drug addiction, binge eating/obesity, and problem gambling, exhibit both impaired control over behavior and heightened sensitivity to reward. However, it is not known whether such deviation in inhibitory and reward circuitry among clinical populations is a cause or consequence of the disorders. Recent evidence suggests that these constructs may be related at the neural level, and together, increase risk for engaging in maladaptive behaviors. The current study examined the degree to which brain function during inhibition relates to brain function during receipt of reward in healthy young adults who have not yet developed problem behaviors. Participants completed the stop signal task to assess inhibitory control and the doors task to assess reactivity to monetary reward (win vs loss) during functional magnetic resonance imaging (fMRI). Brain activation during response inhibition was negatively correlated with brain activation during reward. Specifically, less brain activation in right prefrontal regions during inhibition, including the right inferior frontal gyrus, middle frontal gyrus, and supplementary motor area, was associated with greater brain activation in left ventral striatum during receipt of monetary reward. Moreover, these associations were stronger in binge drinkers compared to non-binge drinkers. These findings suggest that the systems are related even before the onset of impulsive or addictive disorders. As such, it is possible that the association between inhibitory and reward circuitry may be a prospective marker of risk.
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Affiliation(s)
- Jessica Weafer
- Department of Psychiatry and Behavioral Neuroscience, MC3077, University of Chicago, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA.
| | - Natania A Crane
- Department of Psychiatry, University of Illinois at Chicago, 1747 Roosevelt Road, Chicago, IL, 60608, USA.
| | - Stephanie M Gorka
- Department of Psychiatry, University of Illinois at Chicago, 1747 Roosevelt Road, Chicago, IL, 60608, USA.
| | - K Luan Phan
- Department of Psychiatry, University of Illinois at Chicago, 1747 Roosevelt Road, Chicago, IL, 60608, USA; Department of Psychology, University of Illinois at Chicago, 1007 W. Harrison Street, Chicago, IL, 60607, USA; Department of Anatomy & Cell Biology, University of Illinois at Chicago, 808 South Wood Street, Chicago, IL, 60612, USA; Mental Health Service Line, Jesse Brown Medical Center, 802 S. Seeley Avenue, Chicago, IL, 60612, USA.
| | - Harriet de Wit
- Department of Psychiatry and Behavioral Neuroscience, MC3077, University of Chicago, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA.
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63
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Hammerslag LR, Belagodu AP, Aladesuyi Arogundade OA, Karountzos AG, Guo Q, Galvez R, Roberts BW, Gulley JM. Adolescent impulsivity as a sex-dependent and subtype-dependent predictor of impulsivity, alcohol drinking and dopamine D 2 receptor expression in adult rats. Addict Biol 2019; 24:193-205. [PMID: 29210144 DOI: 10.1111/adb.12586] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 09/14/2017] [Accepted: 11/06/2017] [Indexed: 12/19/2022]
Abstract
Impulsivity is a personality trait associated with a heightened risk for drug use and other psychiatric conditions. Because impulsivity-related disorders typically emerge during adolescence, there has been interest in exploring methods for identifying adolescents that will be at risk to develop substance use disorders in adulthood. Here, we used a rodent model to assess inhibitory control (impulsive action) and impulsive decision making (impulsive choice) during adolescence (43-50 days old) or adulthood (93-100 days old) and then examined the impact of development on these impulsivity traits by re-testing rats 50 days later. Impulsive action was not stable from adolescence to adulthood in male rats and was lowest in adult male rats, relative to adolescents and female rats. Impulsive choice was stable across development and unaffected by age or sex. Next, we examined the connection between our model of impulsivity and two measures relevant to substance abuse research: the initiation of voluntary alcohol drinking and dopamine D2 receptor (D2 R) expression in the prelimbic prefrontal cortex. Consumption of saccharin-sweetened ethanol during 30-minute sessions in adulthood was associated with adolescent, but not adult, impulsive action, particularly in male rats. Prelimbic D2 R expression was reduced in individuals with high levels of impulsive choice, and this relationship appeared to be strongest among female rats. The results of this study demonstrate that impulsive choice, along with its connection to D2 R expression, is relatively unchanged by the process of development. For impulsive action, however, individual levels of impulsivity during adolescence predict drinking in adulthood despite changes in the measure during development.
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Affiliation(s)
| | - Amogh P. Belagodu
- Neuroscience Program; University of Illinois at Urbana-Champaign; Champaign IL USA
| | | | - Angela G. Karountzos
- Department of Psychology; University of Illinois at Urbana-Champaign; Champaign IL USA
| | - Qingrou Guo
- Department of Psychology; University of Illinois at Urbana-Champaign; Champaign IL USA
| | - Roberto Galvez
- Neuroscience Program; University of Illinois at Urbana-Champaign; Champaign IL USA
- Department of Psychology; University of Illinois at Urbana-Champaign; Champaign IL USA
| | - Brent W. Roberts
- Department of Psychology; University of Illinois at Urbana-Champaign; Champaign IL USA
| | - Joshua M. Gulley
- Neuroscience Program; University of Illinois at Urbana-Champaign; Champaign IL USA
- Department of Psychology; University of Illinois at Urbana-Champaign; Champaign IL USA
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64
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Ucha M, Roura-Martínez D, Contreras A, Pinto-Rivero S, Orihuel J, Ambrosio E, Higuera-Matas A. Impulsive Action and Impulsive Choice Are Differentially Associated With Gene Expression Variations of the GABA A Receptor Alfa 1 Subunit and the CB 1 Receptor in the Lateral and Medial Orbitofrontal Cortices. Front Behav Neurosci 2019; 13:22. [PMID: 30842730 PMCID: PMC6391359 DOI: 10.3389/fnbeh.2019.00022] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Accepted: 01/28/2019] [Indexed: 11/18/2022] Open
Abstract
The orbitofrontal cortex (OFC) is a key brain region for decision-making, action control and impulsivity. Quite notably, previous research has identified a double dissociation regarding the role of this cortical territory in impulsive choice. While medial orbitofrontal lesions increase preference for a large but delayed reward, lateral orbitofrontal lesions have the opposite effect. However, there are no data regarding this anatomical dissociation in impulsive action. The neurochemical basis of impulsivity is still being elucidated, however, in recent years a role for the endocannabinoids and the related glutamatergic and GABAergic neurotransmitter systems has been suggested. Here, we submitted male Wistar rats to a delay-discounting task (DDT) or a two-choice serial reaction time task (2-CSRTT) and classified them as high impulsive or low impulsive in either task using cluster analysis. We then examined the gene expression of several elements of the endocannabinoid system or different subunits of certain glutamatergic or GABAergic ionotropic receptors (AMPA, NMDA, or GABAA) in the lateral or medial divisions of their orbitofrontal cortices. Our results confirm, at the gene expression level, the dissociation in the participation of the medial, and lateral divisions of the orbitofrontal cortex in impulsivity. While in the 2-CSRTT (inhibitory control) we found that high impulsive animals exhibited lower gene expression levels of the α1 GABAA receptor subunit in the lateral OFC, no such differences were evident in the medial OFC. When we analyzed DDT performance, we found that high impulsive animals displayed lower levels of CB1 gene expression in the medial but not in the lateral OFC. We propose that GABAergic dynamics in the lateral OFC might contribute to the inhibitory control mechanisms that are altered in impulsive behavior while endocannabinoid receptor gene transcription in the medial OFC may subserve the delay-discounting processes that participate in certain types of impulsiveness.
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Affiliation(s)
- Marcos Ucha
- Department of Psychobiology, School of Psychology, National University for Distance Education (UNED), Madrid, Spain
| | - David Roura-Martínez
- Department of Psychobiology, School of Psychology, National University for Distance Education (UNED), Madrid, Spain
| | - Ana Contreras
- Department of Psychobiology, School of Psychology, National University for Distance Education (UNED), Madrid, Spain
| | - Sheyla Pinto-Rivero
- Department of Psychobiology, School of Psychology, National University for Distance Education (UNED), Madrid, Spain
| | - Javier Orihuel
- Department of Psychobiology, School of Psychology, National University for Distance Education (UNED), Madrid, Spain
| | - Emilio Ambrosio
- Department of Psychobiology, School of Psychology, National University for Distance Education (UNED), Madrid, Spain
| | - Alejandro Higuera-Matas
- Department of Psychobiology, School of Psychology, National University for Distance Education (UNED), Madrid, Spain
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Freund N, Jordan CJ, Lukkes JL, Norman KJ, Andersen SL. Juvenile exposure to methylphenidate and guanfacine in rats: effects on early delay discounting and later cocaine-taking behavior. Psychopharmacology (Berl) 2019; 236:685-698. [PMID: 30411140 DOI: 10.1007/s00213-018-5096-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Accepted: 10/26/2018] [Indexed: 12/18/2022]
Abstract
RATIONALE Both methylphenidate (MPH), a catecholamine reuptake blocker, and guanfacine, an alpha2A agonist, are used to treat attention-deficit hyperactivity disorder (ADHD). Childhood impulsivity, including delay discounting, is associated with increased substance use during adolescence. These effects can be mitigated by juvenile exposure to MPH, but less is known about the long-term effects of developmental exposure to guanfacine in males and females. OBJECTIVE This study aims to determine sex differences and dose-dependent effects of juvenile exposure to MPH or guanfacine on delay-discounting and later cocaine self-administration. METHODS The dose-dependent effects of vehicle, MPH (0.5, 1, and 2 mg/kg p.o.) or guanfacine (0.003, 0.03, and 0.3 mg/kg, i.p.) on discounting were determined in male and female Sprague-Dawley rats beginning at postnatal day (P)20. At P90, the amount, motivation, and sensitivity to cocaine following early drug exposure were determined with self-administration. RESULTS Guanfacine, but not MPH, significantly reduced weight by 22.9 ± 4.6% in females. MPH dose dependently decreased delay discounting in both juvenile males and females, while guanfacine was only effective in males. Discounting was associated with cocaine self-administration in vehicle males (R2 = -0.4, P < 0.05) and self-administration was reduced by guanfacine treatment (0.3 mg/kg). Guanfacine significantly decreased cocaine sensitivity in both sexes. CONCLUSIONS These data suggest that MPH is effective in reducing delay discounting in both sexes. Due to both weight loss and ineffectiveness on discounting in females, guanfacine should be used only in males to reduce delay discounting and later cocaine use.
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Affiliation(s)
- Nadja Freund
- Laboratory of Developmental Neuropharmacology, McLean Hospital, Harvard Medical School, Belmont, MA, USA.,Department of Psychiatry, McLean Hospital, Harvard Medical School, Mailstop 333, 115 Mill Street, Belmont, MA, 02478, USA.,Division of Experimental and Molecular Psychiatry, LWL University Hospital Bochum, Bochum, Germany.,Department of Psychiatry, Psychotherapy and Preventive Medicine, Ruhr-University Bochum, Bochum, Germany
| | - Chloe J Jordan
- Laboratory of Developmental Neuropharmacology, McLean Hospital, Harvard Medical School, Belmont, MA, USA.,Department of Psychiatry, McLean Hospital, Harvard Medical School, Mailstop 333, 115 Mill Street, Belmont, MA, 02478, USA.,Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse, Intramural Research Program, Baltimore, MD, USA
| | - Jodi L Lukkes
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Kevin J Norman
- Laboratory of Developmental Neuropharmacology, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Susan L Andersen
- Laboratory of Developmental Neuropharmacology, McLean Hospital, Harvard Medical School, Belmont, MA, USA. .,Department of Psychiatry, McLean Hospital, Harvard Medical School, Mailstop 333, 115 Mill Street, Belmont, MA, 02478, USA.
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66
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Modelling Differential Vulnerability to Substance Use Disorder in Rodents: Neurobiological Mechanisms. Handb Exp Pharmacol 2019; 258:203-230. [PMID: 31707470 DOI: 10.1007/164_2019_300] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Despite the prevalence of drug use within society, only a subset of individuals actively taking addictive drugs lose control over their intake and develop compulsive drug-seeking and intake that typifies substance use disorder (SUD). Although research in this field continues to be an important and dynamic discipline, the specific neuroadaptations that drive compulsive behaviour in humans addicted to drugs and the neurobiological mechanisms that underlie an individual's innate susceptibility to SUD remain surprisingly poorly understood. Nonetheless, it is clear from research within the clinical domain that some behavioural traits are recurrently co-expressed in individuals with SUD, thereby inviting the hypothesis that certain behavioural endophenotypes may be predictive, or at least act in some way, to modify an individual's probability for developing this disorder. The analysis of such endophenotypes and their catalytic relationship to the expression of addiction-related behaviours has been greatly augmented by experimental approaches in rodents that attempt to capture diagnostically relevant aspects of this progressive brain disorder. This work has evolved from an early focus on aberrant drug reinforcement mechanisms to a now much richer account of the putatively impaired cognitive control processes that ultimately determine individual trajectories to compulsive drug-related behaviours. In this chapter we discuss the utility of experimental approaches in rodents designed to elucidate the neurobiological and genetic underpinnings of so-called risk traits and how these innate vulnerabilities collectively contribute to the pathogenesis of SUD.
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Defining the place of habit in substance use disorders. Prog Neuropsychopharmacol Biol Psychiatry 2018; 87:22-32. [PMID: 28663112 PMCID: PMC5748018 DOI: 10.1016/j.pnpbp.2017.06.029] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2017] [Revised: 06/23/2017] [Accepted: 06/25/2017] [Indexed: 12/20/2022]
Abstract
It has long been suggested that alcohol or substance use disorders could emerge from the progressive development and dominance of drug habits. Like habits, drug-related behaviors are often triggered by drug-associated cues. Like habits, addictive behaviors are strong, rigid and "hard to break". Like habits, these behaviors are insensitive to their outcome and persist despite negative consequences. "Pathological habit" thus appears as a good candidate to explain the transition to compulsive drug use. However, drug use could also be considered as a goal-directed choice, driven by the expectation of drug outcomes. For example, drug addicts may engage in drug-seeking behaviors because they view the drug as more valuable than available alternatives. Substance use disorders therefore may not be all about habit, nor fully intentional, and could be considered as resulting from an imbalance between goal-directed and habitual control. The main objective of this review is to disentangle the relative contribution of habit formation and impairment of goal-directed behavior in this unbalanced control of addictive behaviors. Although deficits in goal-directed behavior have been demonstrated in alcohol and substance use disorders, reliable demonstration of abnormal habit formation has been curtailed by the paucity of paradigms designed to assess habit as a positive result. Refining our animal and human model of habit is therefore required to precisely define the place of habit in substance use disorders and develop appropriate and adapted neurobehavioral treatments.
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68
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Efficacy of Invasive and Non-Invasive Brain Modulation Interventions for Addiction. Neuropsychol Rev 2018; 29:116-138. [PMID: 30536145 PMCID: PMC6499746 DOI: 10.1007/s11065-018-9393-5] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 11/08/2018] [Indexed: 12/14/2022]
Abstract
It is important to find new treatments for addiction due to high relapse rates despite current interventions and due to expansion of the field with non-substance related addictive behaviors. Neuromodulation may provide a new type of treatment for addiction since it can directly target abnormalities in neurocircuits. We review literature on five neuromodulation techniques investigated for efficacy in substance related and behavioral addictions: transcranial direct current stimulation (tDCS), (repetitive) transcranial magnetic stimulation (rTMS), EEG, fMRI neurofeedback and deep brain stimulation (DBS) and additionally report on effects of these interventions on addiction-related cognitive processes. While rTMS and tDCS, mostly applied at the dorsolateral prefrontal cortex, show reductions in immediate craving for various addictive substances, placebo-responses are high and long-term outcomes are understudied. The lack in well-designed EEG-neurofeedback studies despite decades of investigation impedes conclusions about its efficacy. Studies investigating fMRI neurofeedback are new and show initial promising effects on craving, but future trials are needed to investigate long-term and behavioral effects. Case studies report prolonged abstinence of opioids or alcohol with ventral striatal DBS but difficulties with patient inclusion may hinder larger, controlled trials. DBS in neuropsychiatric patients modulates brain circuits involved in reward processing, extinction and negative-reinforcement that are also relevant for addiction. To establish the potential of neuromodulation for addiction, more randomized controlled trials are needed that also investigate treatment duration required for long-term abstinence and potential synergy with other addiction interventions. Finally, future advancement may be expected from tailoring neuromodulation techniques to specific patient (neurocognitive) profiles.
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69
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Smith CT, San Juan MD, Dang LC, Katz DT, Perkins SF, Burgess LL, Cowan RL, Manning HC, Nickels ML, Claassen DO, Samanez-Larkin GR, Zald DH. Ventral striatal dopamine transporter availability is associated with lower trait motor impulsivity in healthy adults. Transl Psychiatry 2018; 8:269. [PMID: 30531858 PMCID: PMC6286354 DOI: 10.1038/s41398-018-0328-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Revised: 11/13/2018] [Accepted: 11/15/2018] [Indexed: 12/18/2022] Open
Abstract
Impulsivity is a transdiagnostic feature of a range of externalizing psychiatric disorders. Preclinical work links reduced ventral striatal dopamine transporter (DAT) availability with heightened impulsivity and novelty seeking. However, there is a lack of human data investigating the relationship between DAT availability, particularly in subregions of the striatum, and the personality traits of impulsivity and novelty seeking. Here we collected PET measures of DAT availability (BPND) using the tracer 18F-FE-PE2I in 47 healthy adult subjects and examined relations between BPND in striatum, including its subregions: caudate, putamen, and ventral striatum (VS), and trait impulsivity (Barratt Impulsiveness Scale: BIS-11) and novelty seeking (Tridimensional Personality Questionnaire: TPQ-NS), controlling for age and sex. DAT BPND in each striatal subregion showed nominal negative associations with total BIS-11 but not TPQ-NS. At the subscale level, VS DAT BPND was significantly associated with BIS-11 motor impulsivity (e.g., taking actions without thinking) after correction for multiple comparisons. VS DAT BPND explained 13.2% of the variance in motor impulsivity. Our data demonstrate that DAT availability in VS is negatively related to impulsivity and suggest a particular influence of DAT regulation of dopamine signaling in VS on acting without deliberation (BIS motor impulsivity). While needing replication, these data converge with models of ventral striatal functions that emphasize its role as a key interface linking motivation to action.
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Affiliation(s)
- Christopher T. Smith
- 0000 0001 2264 7217grid.152326.1Department of Psychology, PMB 407817, Vanderbilt University, 2301 Vanderbilt Place, Nashville, TN 37240-7817 USA
| | - M. Danica San Juan
- 0000 0001 2264 7217grid.152326.1Department of Psychology, PMB 407817, Vanderbilt University, 2301 Vanderbilt Place, Nashville, TN 37240-7817 USA
| | - Linh C. Dang
- 0000 0001 2264 7217grid.152326.1Department of Psychology, PMB 407817, Vanderbilt University, 2301 Vanderbilt Place, Nashville, TN 37240-7817 USA
| | - Daniel T. Katz
- 0000 0001 2264 7217grid.152326.1Department of Psychology, PMB 407817, Vanderbilt University, 2301 Vanderbilt Place, Nashville, TN 37240-7817 USA
| | - Scott F. Perkins
- 0000 0001 2264 7217grid.152326.1Department of Psychology, PMB 407817, Vanderbilt University, 2301 Vanderbilt Place, Nashville, TN 37240-7817 USA
| | - Leah L. Burgess
- 0000 0001 2264 7217grid.152326.1Department of Psychology, PMB 407817, Vanderbilt University, 2301 Vanderbilt Place, Nashville, TN 37240-7817 USA
| | - Ronald L. Cowan
- 0000 0001 2264 7217grid.152326.1Department of Psychology, PMB 407817, Vanderbilt University, 2301 Vanderbilt Place, Nashville, TN 37240-7817 USA ,0000 0004 1936 9916grid.412807.8Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, 1601 23rd Avenue South, Suite 3057, Nashville, TN 37212 USA ,0000 0004 1936 9916grid.412807.8Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Medical Center North, 1161 21st Avenue South, Nashville, TN 37232 USA
| | - H. Charles Manning
- 0000 0004 1936 9916grid.412807.8Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Medical Center North, 1161 21st Avenue South, Nashville, TN 37232 USA ,0000 0001 2264 7217grid.152326.1Department of Chemistry, Vanderbilt University, 7330 Stevenson Center, Station B 351822, Nashville, TN 37235 USA ,0000 0001 2264 7217grid.152326.1Department of Biomedical Engineering, PMB 351826, Vanderbilt University, 2301 Vanderbilt Place, Nashville, TN 37235-1826 USA ,0000 0004 1936 9916grid.412807.8Department of Neurological Surgery, Vanderbilt University Medical Center, 1161 21st Avenue South, T4224 Medical Center North, Nashville, TN 37232-2380 USA
| | - Michael L. Nickels
- 0000 0004 1936 9916grid.412807.8Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Medical Center North, 1161 21st Avenue South, Nashville, TN 37232 USA
| | - Daniel O. Claassen
- 0000 0004 1936 9916grid.412807.8Department of Neurology, Vanderbilt University Medical Center, 1161 21st Avenue South, A-0118, Nashville, TN 37232-2551 USA
| | - Gregory R. Samanez-Larkin
- 0000 0004 1936 7961grid.26009.3dDepartment of Psychology and Neuroscience, Duke University, 417 Chapel Drive, Durham, NC 27708 USA
| | - David H. Zald
- 0000 0001 2264 7217grid.152326.1Department of Psychology, PMB 407817, Vanderbilt University, 2301 Vanderbilt Place, Nashville, TN 37240-7817 USA ,0000 0004 1936 9916grid.412807.8Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, 1601 23rd Avenue South, Suite 3057, Nashville, TN 37212 USA
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Soares AR, Esteves M, Moreira PS, Cunha AM, Guimarães MR, Carvalho MM, Raposo-Lima C, Morgado P, Carvalho AF, Coimbra B, Melo A, Rodrigues AJ, Salgado AJ, Pêgo JM, Cerqueira JJ, Costa P, Sousa N, Almeida A, Leite-Almeida H. Trait determinants of impulsive behavior: a comprehensive analysis of 188 rats. Sci Rep 2018; 8:17666. [PMID: 30518850 PMCID: PMC6281674 DOI: 10.1038/s41598-018-35537-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Accepted: 10/02/2018] [Indexed: 11/09/2022] Open
Abstract
Impulsivity is a naturally occurring behavior that, when accentuated, can be found in a variety of neuropsychiatric disorders. The expression of trait impulsivity has been shown to change with a variety of factors, such as age and sex, but the existing literature does not reflect widespread consensus regarding the influence of modulating effects. We designed the present study to investigate, in a cohort of significant size (188 rats), the impact of four specific parameters, namely sex, age, strain and phase of estrous cycle, using the variable delay-to-signal (VDS) task. This cohort included (i) control animals from previous experiments; (ii) animals specifically raised for this study; and (iii) animals previously used for breeding purposes. Aging was associated with a general decrease in action impulsivity and an increase in delay tolerance. Females generally performed more impulsive actions than males but no differences were observed regarding delay intolerance. In terms of estrous cycle, no differences in impulsive behavior were observed and regarding strain, Wistar Han animals were, in general, more impulsive than Sprague-Dawley. In addition to further confirming, in a substantial study cohort, the decrease in impulsivity with age, we have demonstrated that both the strain and sex influences modulate different aspects of impulsive behavior manifestations.
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Affiliation(s)
- Ana Rosa Soares
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Madalena Esteves
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Pedro Silva Moreira
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Ana Margarida Cunha
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Marco Rafael Guimarães
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Miguel Murteira Carvalho
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Kavli Institute for Systems Neuroscience and Centre for Neural Computation, Norwegian University of Science and Technology, Trondheim, Norway
| | - Catarina Raposo-Lima
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Pedro Morgado
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Ana Franky Carvalho
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Department of General Surgery, Hospital of Braga, Braga, Portugal
| | - Bárbara Coimbra
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - António Melo
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Ana João Rodrigues
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - António José Salgado
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - José Miguel Pêgo
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - João José Cerqueira
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Patrício Costa
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Nuno Sousa
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Armando Almeida
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Hugo Leite-Almeida
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal. .,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal.
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Abstract
BACKGROUND Impulsivity is currently more commonly regarded as multifaceted, comprising both motor and cognitive subdomains. However, it is less clear how distinct these subdomains are, and the extent to which they interact and draw upon the same psychological resources. METHODS The present experiment comprised 70 regular (non-problem) gamblers, and investigated the potential to induce impulsivity transfer effects within an electronic gambling context. Original and existing harm-minimization approaches were tested for their efficacy in inducing motor cautiousness during an electronic slot machine simulation. Participants were exposed to a forced discriminatory motor choice procedure, or pop-up responsible gambling messages that either contained emotive or non-emotive responsible gambling content. The subsequent impact these interventions had on delay discounting and reflection impulsivity was also measured using the 27-item Monetary Choice Questionnaire and Information Sampling Task, respectively. RESULTS Findings demonstrated that only original harm-minimization approaches, which force the gambler to engage in discriminatory motor choice procedures during gambling, were successful in inducing motor cautiousness. However, both the discriminatory choice procedure and emotive message harm-minimization approaches were successful in facilitating cognitive choice, even though the emotive message intervention was unsuccessful in facilitating motor response inhibition, suggesting both an indirect motor cautiousness route, and a more direct route to improved cognitive choice during gambling. CONCLUSION This study demonstrated that decision-making during gambling can be improved by making simple structural changes to slot machine platforms, by encouraging active engagement in motor processes, which result in a transfer of cautiousness to wider cognitive domains.
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Affiliation(s)
- Andrew Harris
- International Gaming Research Unit, Psychology Division, Nottingham Trent University, Nottingham, UK,Corresponding author: Andrew Harris; International Gaming Research Unit, Psychology Division, Nottingham Trent University, 50 Shakespeare Street, Nottingham NG1 4GQ, UK; Phone: +44 115 84 88434; E-mail:
| | - Daria Kuss
- International Gaming Research Unit, Psychology Division, Nottingham Trent University, Nottingham, UK
| | - Mark D. Griffiths
- International Gaming Research Unit, Psychology Division, Nottingham Trent University, Nottingham, UK
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72
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Hearing M. Prefrontal-accumbens opioid plasticity: Implications for relapse and dependence. Pharmacol Res 2018; 139:158-165. [PMID: 30465850 DOI: 10.1016/j.phrs.2018.11.012] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 11/05/2018] [Accepted: 11/07/2018] [Indexed: 01/12/2023]
Abstract
In addiction, an individual's ability to inhibit drug seeking and drug taking is thought to reflect a pathological strengthening of drug-seeking behaviors or impairments in the capacity to control maladaptive behavior. These processes are not mutually exclusive and reflect drug-induced modifications within prefrontal cortical and nucleus accumbens circuits, however unlike psychostimulants such as cocaine, far less is known about the temporal, anatomical, and cellular dynamics of these changes. We discuss what is known regarding opioid-induced adaptations in intrinsic membrane physiology and pre-/postsynaptic neurotransmission in principle pyramidal and medium spiny neurons in the medial prefrontal cortex and nucleus accumbens from electrophysiological studies and explore how circuit specific adaptations may contribute to unique facets of opioid addiction.
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Affiliation(s)
- Matthew Hearing
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI, 53233, USA.
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73
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Kappa opioid receptors mediate yohimbine-induced increases in impulsivity in the 5-choice serial reaction time task. Behav Brain Res 2018; 359:258-265. [PMID: 30414973 DOI: 10.1016/j.bbr.2018.11.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Revised: 11/05/2018] [Accepted: 11/05/2018] [Indexed: 11/20/2022]
Abstract
Dynorphin (DYN), and its receptor, the kappa opioid receptor (KOR) are involved in drug seeking and relapse but the mechanisms are poorly understood. One hypothesis is that DYN/KOR activation promotes drug seeking through increased impulsivity, because many stimuli that induce DYN release increase impulsivity. Here, we systematically compare the effects of drugs that activate DYN/KOR on performance on the 5-choice serial reaction time task (5-CSRTT), a test of sustained attention and impulsivity. In Experiment 1, we determined the effects of U50,488 (0, 2.5, 5 mg/kg), yohimbine (0, 1.25, 2.5 mg/kg), and nicotine (0, 0.15, 0.3 mg/kg) on 5-CSRTT performance. In Experiment 2, we determined the effects of alcohol (0, 0.5, 1.0, 1.5 g/kg) on 5-CSRTT performance before and after voluntary, intermittent alcohol exposure. In Experiment 3, we determined the potential role of KOR in the pro-impulsive effects of yohimbine (1.25 mg/kg) and nicotine (0.3 mg/kg) by the prior administration of the KOR antagonist nor-BNI (10 mg/kg). Premature responding, the primary measure of impulsivity, was reduced by U50,488 and alcohol, but these drugs had a general suppressive effect. Yohimbine and nicotine increased premature responding. Yohimbine-, but not nicotine-induced increases in premature responding were blocked by nor-BNI, suggesting that impulsivity induced by yohimbine is KOR dependent. This may suggests a potential role for KOR-mediated increases in impulsivity in yohimbine-induced reinstatement.
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74
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Abstract
Binge eating disorder is an addiction-like disorder characterized by recurrent, excessive food consumption within discrete periods of time, and it has been linked to increased trait impulsivity. Within impulsivity components, while impulsive action was shown to predict binge-like and addictive-like eating, the role of impulsive choice is instead unknown. The goal of this study was to determine if impulsive choice predicted, or was altered by binge-like eating of a sugary, highly palatable diet. We utilized a modified adjusting delay task procedure in free-fed rats to assess impulsive choice behavior, that is. the tendency to respond for a larger, delayed reward over a lesser, immediate reward. We found that baseline impulsive choice was not a predictor of binge-like eating in 1-h sessions of palatable diet operant self-administration. Furthermore, binge-like eating of the same palatable diet had no effect on later impulsive choice behavior. Thus, our data suggest that, unlike impulsive action, impulsive choice behavior does not predict binge-like eating in rats.
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75
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Kim B, Im HI. The role of the dorsal striatum in choice impulsivity. Ann N Y Acad Sci 2018; 1451:92-111. [PMID: 30277562 DOI: 10.1111/nyas.13961] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Revised: 07/11/2018] [Accepted: 08/06/2018] [Indexed: 01/25/2023]
Abstract
It has long been recognized that the dorsal striatum is an essential brain region for control of action selection based on action-outcome contingency learning, particularly when the available actions are bound to rewarding outcomes. In principle, intertemporal choice in the delay-discounting task-a validated measure of choice impulsivity-involves reward-associated actions that require the recruitment of the dorsal striatum. Here, we conjecture about ways the dorsal striatum is involved in choice impulsivity. Based on a selective body of studies, we begin with a brief history of research on choice impulsivity and the dorsal striatum, and then provide a comprehensive summary of contemporary studies utilizing human neuroimaging and animal models to search for links between choice impulsivity and the dorsal striatum. In particular, we discuss in-depth the converging evidence for the associations of choice impulsivity with the reward valuation coded by the caudate, a ventral-to-dorsal gradient in the dorsal striatum, the origins of striatal afferents, and developmental maturation of frontostriatal connectivity during adolescence.
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Affiliation(s)
- BaekSun Kim
- Division of Bio-Medical Science and Technology, KIST School, Korea University of Science and Technology (UST), Seoul, Republic of Korea.,Convergence Research Center for Diagnosis, Treatment and Care System of Dementia, Korea Institute of Science and Technology (KIST), Seoul, Republic of Korea
| | - Heh-In Im
- Division of Bio-Medical Science and Technology, KIST School, Korea University of Science and Technology (UST), Seoul, Republic of Korea.,Convergence Research Center for Diagnosis, Treatment and Care System of Dementia, Korea Institute of Science and Technology (KIST), Seoul, Republic of Korea.,Center for Neuroscience, Korea Institute of Science and Technology (KIST), Seoul, Republic of Korea
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76
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Vandaele Y, Noe E, Cador M, Dellu-Hagedorn F, Caille S. Attentional capacities prior to drug exposure predict motivation to self-administer nicotine. Psychopharmacology (Berl) 2018; 235:2041-2050. [PMID: 29704216 DOI: 10.1007/s00213-018-4901-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Accepted: 04/09/2018] [Indexed: 12/24/2022]
Abstract
RATIONALE Nicotine can enhance attention and attribution of incentive salience to nicotine-associated stimuli. However, it is not clear whether inter-individual differences in attentional capacities prior to any exposure could play a role in vulnerability to nicotine self-administration. We further explored this vulnerability through pre-existing inter-individual differences in attention to a reward-predictive cue in drug-free animals. METHODS A cued version of the Fixed Consecutive Number schedule (FCN16cue) of reinforcement task was used to assess attention. This task consists in completing a long chain of sequential lever presses to obtain a reward, and examines the rats' ability to pay attention to a cue light that signals its availability. Rats were then trained to self-administer nicotine intravenously (30 μg/kg/0.1 mL). Drug-taking and seeking behaviors were investigated. RESULTS Our results showed important inter-individual differences in response for nicotine during the progressive ratio schedule of reinforcement. By comparing rats in the lower and upper quartiles of the mean breaking point, we showed that high-motivated rats were also more sensitive to the reinforcing properties of nicotine than low-motivated ones. We found that while both groups did not differ in premature responding in the FCN16cue task, high-motivated rats were more efficient in taking the cue light into account than low-motivated rats as shown by a higher proportion of optimal chains, indicating a higher level of attention to the reward-predictive cue. Moreover, it was positively correlated with higher motivation for nicotine, a hallmark of nicotine addiction. CONCLUSIONS These results suggest that higher attention to reward-associated cues prior to drug taking predicts vulnerability to nicotine-reinforcing properties.
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Affiliation(s)
- Youna Vandaele
- Université de Bordeaux, Institut de Neurosciences Cognitives et Intégratives d'Aquitaine, BP31, F-33076, Bordeaux, France.,Centre National de la Recherche Scientifique, UMR 5287-Institut de Neurosciences Cognitives et Intégratives d'Aquitaine, F-33076, Bordeaux, France
| | - Emilie Noe
- Université de Bordeaux, Institut de Neurosciences Cognitives et Intégratives d'Aquitaine, BP31, F-33076, Bordeaux, France.,Centre National de la Recherche Scientifique, UMR 5287-Institut de Neurosciences Cognitives et Intégratives d'Aquitaine, F-33076, Bordeaux, France
| | - Martine Cador
- Université de Bordeaux, Institut de Neurosciences Cognitives et Intégratives d'Aquitaine, BP31, F-33076, Bordeaux, France.,Centre National de la Recherche Scientifique, UMR 5287-Institut de Neurosciences Cognitives et Intégratives d'Aquitaine, F-33076, Bordeaux, France
| | - Françoise Dellu-Hagedorn
- Université de Bordeaux, Institut de Neurosciences Cognitives et Intégratives d'Aquitaine, BP31, F-33076, Bordeaux, France. .,Centre National de la Recherche Scientifique, UMR 5287-Institut de Neurosciences Cognitives et Intégratives d'Aquitaine, F-33076, Bordeaux, France.
| | - Stephanie Caille
- Université de Bordeaux, Institut de Neurosciences Cognitives et Intégratives d'Aquitaine, BP31, F-33076, Bordeaux, France. .,Centre National de la Recherche Scientifique, UMR 5287-Institut de Neurosciences Cognitives et Intégratives d'Aquitaine, F-33076, Bordeaux, France.
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77
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Wahab M, Panlilio LV, Solinas M. An improved within-session self-adjusting delay discounting procedure for the study of choice impulsivity in rats. Psychopharmacology (Berl) 2018; 235:2123-2135. [PMID: 29713789 DOI: 10.1007/s00213-018-4911-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2017] [Accepted: 04/17/2018] [Indexed: 02/06/2023]
Abstract
RATIONALE Delay-discounting procedures involving choice between small immediate rewards and large delayed rewards are used to study impulsivity in rodents. Improving existing procedures may provide new insights into the neurobiological mechanisms underlying decision-making processes. OBJECTIVES To develop a novel delay-discounting procedure that adjusts the delay value within individual sessions based on the rat's most recent choices. METHODS Compared to previously developed procedure, we required a more consistent demonstration of preference, five consecutive choices of the large or small reward, a criterion that is more likely to reflect deliberate choice by the animal, as opposed to two consecutive choices. In addition, delays were changed in steps of 5 s (rather than 1 s), because 5-s increments should be more easily discriminated and may produce a more distinct effect on choice. We characterized the procedure behaviorally by manipulating the duration of the session and the consecutive choice criterion, and we investigated the stability of the behavior upon interruption of training. We also characterized the procedure pharmacologically by investigating the effects of dopaminergic compounds. RESULTS Our procedures allowed obtaining two complementary measures of delay discounting: (1) the percentage of choices of the delay option and (2) the mean adjusting delay, an index of the delay that animals choose more frequently. We found that our procedure rapidly establishes a baseline of choice behavior that remains stable over time and is highly sensitive to manipulations of the dopaminergic system. CONCLUSIONS This procedure may provide a useful tool for investigating the neurobiology of inter-temporal choice and decision-making.
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Affiliation(s)
- Mejda Wahab
- INSERM, U1084, Laboratoire de Neurosciences Expérimentales et Cliniques, Université de Poitiers, Poitiers, France
| | - Leigh V Panlilio
- Real-World Assessment, Prediction and Treatment Unit, Intramural Research Program, National Institute on Drug Abuse, Baltimore, MD, USA
| | - Marcello Solinas
- INSERM, U1084, Laboratoire de Neurosciences Expérimentales et Cliniques, Université de Poitiers, Poitiers, France.
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78
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Ventral striatal regulation of CREM mediates impulsive action and drug addiction vulnerability. Mol Psychiatry 2018; 23:1328-1335. [PMID: 28439100 PMCID: PMC5656565 DOI: 10.1038/mp.2017.80] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Revised: 01/26/2017] [Accepted: 02/13/2017] [Indexed: 01/01/2023]
Abstract
Impulsivity, a multifaceted behavioral hallmark of attention-deficit/hyperactivity disorder (ADHD), strongly influences addiction vulnerability and other psychiatric disorders that incur enormous medical and societal burdens yet the neurobiological underpinnings linking impulsivity to disease remain poorly understood. Here we report the critical role of ventral striatal cAMP-response element modulator (CREM) in mediating impulsivity relevant to drug abuse vulnerability. Using an ADHD rat model, we demonstrate that impulsive animals are neurochemically and behaviorally more sensitive to heroin and exhibit reduced Crem expression in the nucleus accumbens core. Virally increasing Crem levels decreased impulsive action, thus establishing a causal relationship. Genetic studies in seven independent human populations illustrate that a CREM promoter variant at rs12765063 is associated with impulsivity, hyperactivity and addiction-related phenotypes. We also reveal a role of Crem in regulating striatal structural plasticity. Together, these results highlight that ventral striatal CREM mediates impulsivity related to substance abuse and suggest that CREM and its regulated network may be promising therapeutic targets.
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79
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Wouterlood FG, Engel A, Daal M, Houwen G, Meinderts A, Jordà Siquier T, Beliën JAM, van Dongen YC, Scheel-Krüger J, Thierry AM, Groenewegen HJ, Deniau JM. Mesencephalic dopamine neurons interfacing the shell of nucleus accumbens and the dorsolateral striatum in the rat. J Neurosci Res 2018; 96:1518-1542. [PMID: 29696690 PMCID: PMC6099426 DOI: 10.1002/jnr.24242] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Revised: 02/26/2018] [Accepted: 03/15/2018] [Indexed: 11/18/2022]
Abstract
Parallel corticostriatonigral circuits have been proposed that separately process motor, cognitive, and emotional‐motivational information. Functional integration requires that interactions exist between neurons participating in these circuits. This makes it imperative to study the complex anatomical substrate underlying corticostriatonigral circuits. It has previously been proposed that dopaminergic neurons in the ventral mesencephalon may play a role in this circuit interaction. Therefore, we studied in rats convergence of basal ganglia circuits by depositing an anterograde neuroanatomical tracer into the ventral striatum together with a retrograde fluorescent tracer ipsilaterally in the dorsolateral striatum. In the mesencephalon, using confocal microscopy, we looked for possible appositions of anterogradely labeled fibers and retrogradely labeled neurons, “enhancing” the latter via intracellular injection of Lucifer Yellow. Tyrosine hydroxylase (TH) immunofluorescence served to identify dopaminergic neurons. In neurophysiological experiments, we combined orthodromic stimulation in the medial ventral striatum with recording from ventral mesencephalic neurons characterized by antidromic stimulation from the dorsal striatum. We observed terminal fields of anterogradely labeled fibers that overlap populations of retrogradely labeled nigrostriatal cell bodies in the substantia nigra pars compacta and lateral ventral tegmental area (VTA), with numerous close appositions between boutons of anterogradely labeled fibers and nigrostriatal, TH‐immunopositive neurons. Neurophysiological stimulation in the medial ventral striatum caused inhibition of dopaminergic nigrostriatal neurons projecting to the ventrolateral striatal territory. Responding nigrostriatal neurons were located in the medial substantia nigra and adjacent VTA. Our results strongly suggest a functional link between ventromedial, emotional‐motivational striatum, and the sensorimotor dorsal striatum via dopaminergic nigrostriatal neurons.
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Affiliation(s)
- Floris G Wouterlood
- Department of Anatomy & Neurosciences, VU University Medical Center, Neuroscience Campus Amsterdam, 1007 MB Amsterdam, The Netherlands
| | - Angela Engel
- Department of Anatomy & Neurosciences, VU University Medical Center, Neuroscience Campus Amsterdam, 1007 MB Amsterdam, The Netherlands
| | - Mariah Daal
- Department of Anatomy & Neurosciences, VU University Medical Center, Neuroscience Campus Amsterdam, 1007 MB Amsterdam, The Netherlands
| | - Gertjan Houwen
- Department of Anatomy & Neurosciences, VU University Medical Center, Neuroscience Campus Amsterdam, 1007 MB Amsterdam, The Netherlands
| | - Aileen Meinderts
- Department of Anatomy & Neurosciences, VU University Medical Center, Neuroscience Campus Amsterdam, 1007 MB Amsterdam, The Netherlands
| | - Tomàs Jordà Siquier
- Department of Anatomy & Neurosciences, VU University Medical Center, Neuroscience Campus Amsterdam, 1007 MB Amsterdam, The Netherlands
| | - Jeroen A M Beliën
- Department of Pathology, VU University Medical Center, Neuroscience Campus Amsterdam, 1007 MB, Amsterdam, The Netherlands
| | - Yvette C van Dongen
- Department of Anatomy & Neurosciences, VU University Medical Center, Neuroscience Campus Amsterdam, 1007 MB Amsterdam, The Netherlands.,Institut National de la Santé et de la Recherche Médicale, U114, Chaire de Neuropharmacologie, Collège de France, 11 Place Marcelin Berthelot, 75231 Paris Cedex 05, France
| | - Jørgen Scheel-Krüger
- Department of Clinical Medicine, Center of Functionally Integrative Neuroscience, Nørrebrogade 44, 8000 Aarhus C, Denmark
| | - Anne-Marie Thierry
- Institut National de la Santé et de la Recherche Médicale, U114, Chaire de Neuropharmacologie, Collège de France, 11 Place Marcelin Berthelot, 75231 Paris Cedex 05, France
| | - Henk J Groenewegen
- Department of Anatomy & Neurosciences, VU University Medical Center, Neuroscience Campus Amsterdam, 1007 MB Amsterdam, The Netherlands
| | - Jean-Michel Deniau
- Institut National de la Santé et de la Recherche Médicale, U114, Chaire de Neuropharmacologie, Collège de France, 11 Place Marcelin Berthelot, 75231 Paris Cedex 05, France
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Swain Y, Muelken P, LeSage MG, Gewirtz JC, Harris AC. Locomotor activity does not predict individual differences in morphine self-administration in rats. Pharmacol Biochem Behav 2018; 166:48-56. [PMID: 29409807 DOI: 10.1016/j.pbb.2018.01.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Revised: 01/31/2018] [Accepted: 01/31/2018] [Indexed: 12/19/2022]
Abstract
Understanding factors contributing to individual differences in opioid addiction vulnerability is essential for developing more effective preventions and treatments. Sensation seeking has been implicated in addiction to several drugs of abuse, yet its relationship with individual differences in opioid addiction vulnerability has not been well established. The primary goal of this study was to evaluate the relationship between locomotor activity in a novel environment, a preclinical model of sensation-seeking, and individual differences in acquisition of i.v. morphine self-administration (SA) in rats. A secondary goal was to evaluate the relationship between activity and elasticity of demand (reinforcing efficacy) for morphine measured using a behavioral economic approach. Following an initial locomotor activity screen, animals were allowed to acquire morphine SA at a unit dose of 0.5 mg/kg/infusion in 4 hour/day sessions (Experiment 1) or 0.2 mg/kg/infusion in 2 hour/day sessions (Experiment 2) until infusion rates were stable. Unit price was subsequently manipulated via progressive reductions in unit dose (Experiment 1) or increases in response requirement per infusion (Experiment 2). Activity levels were not correlated with acquisition of morphine SA in either experiment. Morphine consumption was generally well described by an exponential demand function in both experiments (R2 values > 0.95 for rats as a group), but activity did not correlate with behavioral economic measures. Locomotor activity in a novel environment did not predict individual differences in acquisition of morphine SA. These data complement findings from some human studies and suggest that the role of sensation seeking in individual differences in opioid addiction vulnerability may be limited.
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Affiliation(s)
- Yayi Swain
- Minneapolis Medical Research Foundation, Minneapolis, MN, United States; Department of Psychology, University of Minnesota, Minneapolis, MN, United States
| | - Peter Muelken
- Minneapolis Medical Research Foundation, Minneapolis, MN, United States
| | - Mark G LeSage
- Minneapolis Medical Research Foundation, Minneapolis, MN, United States; Department of Psychology, University of Minnesota, Minneapolis, MN, United States; Department of Medicine, University of Minnesota, Minneapolis, MN, United States
| | - Jonathan C Gewirtz
- Department of Medicine, University of Minnesota, Minneapolis, MN, United States; Department of Neuroscience, University of Minnesota, Minneapolis, MN, United States
| | - Andrew C Harris
- Minneapolis Medical Research Foundation, Minneapolis, MN, United States; Department of Psychology, University of Minnesota, Minneapolis, MN, United States; Department of Medicine, University of Minnesota, Minneapolis, MN, United States.
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81
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Egervari G, Ciccocioppo R, Jentsch JD, Hurd YL. Shaping vulnerability to addiction - the contribution of behavior, neural circuits and molecular mechanisms. Neurosci Biobehav Rev 2018; 85:117-125. [PMID: 28571877 PMCID: PMC5708151 DOI: 10.1016/j.neubiorev.2017.05.019] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2017] [Revised: 05/11/2017] [Accepted: 05/22/2017] [Indexed: 12/11/2022]
Abstract
Substance use disorders continue to impose increasing medical, financial and emotional burdens on society in the form of morbidity and overdose, family disintegration, loss of employment and crime, while advances in prevention and treatment options remain limited. Importantly, not all individuals exposed to abused substances effectively develop the disease. Genetic factors play a significant role in determining addiction vulnerability and interactions between innate predisposition, environmental factors and personal experiences are also critical. Thus, understanding individual differences that contribute to the initiation of substance use as well as on long-term maladaptations driving compulsive drug use and relapse propensity is of critical importance to reduce this devastating disorder. In this paper, we discuss current topics in the field of addiction regarding individual vulnerability related to behavioral endophenotypes, neural circuits, as well as genetics and epigenetic mechanisms. Expanded knowledge of these factors is of importance to improve and personalize prevention and treatment interventions in the future.
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Affiliation(s)
- Gabor Egervari
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 10029 New York, NY, USA; Department of Neuroscience, Icahn School of Medicine at Mount Sinai, 10029 New York, NY, USA
| | - Roberto Ciccocioppo
- School of Pharmacy, Pharmacology Unit, University of Camerino, 62032 Camerino, Italy
| | - J David Jentsch
- Department of Psychology, Binghamton University, 13902 Binghamton, NY, USA
| | - Yasmin L Hurd
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 10029 New York, NY, USA; Department of Neuroscience, Icahn School of Medicine at Mount Sinai, 10029 New York, NY, USA.
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82
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Ahmed SH. Individual decision-making in the causal pathway to addiction: contributions and limitations of rodent models. Pharmacol Biochem Behav 2018; 164:22-31. [DOI: 10.1016/j.pbb.2017.07.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2017] [Revised: 06/16/2017] [Accepted: 07/10/2017] [Indexed: 12/23/2022]
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83
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Weafer J, Gray JC, Hernandez K, Palmer AA, MacKillop J, de Wit H. Hierarchical investigation of genetic influences on response inhibition in healthy young adults. Exp Clin Psychopharmacol 2017; 25:512-520. [PMID: 29251981 PMCID: PMC5737791 DOI: 10.1037/pha0000156] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Poor inhibitory control is a known risk factor for substance use disorders, making it a priority to identify the determinants of these deficits. The aim of the current study was to identify genetic associations with inhibitory control using the stop signal task in a large sample (n = 934) of healthy young adults of European ancestry. We genotyped the subjects genome-wide and then used a hierarchical approach in which we tested seven a priori single nucleotide polymorphisms (SNPs) previously associated with stop signal task performance, approximately 9,000 SNPs designated as high-value addiction (HVA) markers by the SmokeScreen array, and approximately five million genotyped and imputed SNPs, followed by a gene-based association analysis using the resultant p values. A priori SNP analyses revealed nominally significant associations between response inhibition and one locus in HTR2A (rs6313; p = .04, dominance model, uncorrected) in the same direction as prior findings. A nominally significant association was also found in one locus in ANKK1 (rs1800497; p = .03, uncorrected), although in the opposite direction of previous reports. After accounting for multiple comparisons, the HVA, genome-wide, and gene-based analyses yielded no significant findings. This study implicates variation in serotonergic and dopaminergic genes while underscoring the difficulty of detecting the influence of individual SNPs, even when biological information is used to prioritize testing. Although such small effect sizes suggest limited utility of individual SNPs in predicting risk for addiction or other impulse control disorders, they may nonetheless shed light on complex biological processes underlying poor inhibitory control. (PsycINFO Database Record
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Affiliation(s)
- Jessica Weafer
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago
| | - Joshua C. Gray
- Department of Psychology, University of Georgia,Department of Psychiatry and Human Behavior, Brown University
| | | | - Abraham A. Palmer
- Department of Psychiatry, University of California, San Diego,Institute for Genomic Medicine, University of California, San Diego
| | - James MacKillop
- Peter Boris Centre for Addictions Research, McMaster University,Homewood Research Institute, Homewood Health Centre
| | - Harriet de Wit
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago,Corresponding author: Harriet de Wit, Department of Psychiatry and Behavioral Neuroscience, MC 3077, University of Chicago, 5841 S. Maryland Ave., Chicago, IL 60637, Phone: 773-702-1537, Fax: 773-834-7698,
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84
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Higgins GA, Zeeb FD, Fletcher PJ. Role of impulsivity and reward in the anti-obesity actions of 5-HT 2C receptor agonists. J Psychopharmacol 2017; 31:1403-1418. [PMID: 29072522 DOI: 10.1177/0269881117735797] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The selective 5-HT2C receptor agonist lorcaserin entered clinical obesity trials with the prevalent view that satiety was a primary mechanism of action. Subsequent Phase II and III trials demonstrated efficacy in terms of weight loss, although the overall effect size (~3% placebo-corrected change) is considered modest. Lorcaserin has been approved by the FDA for the treatment of obesity with lifestyle modification, but since its introduction in 2013 its sales are in decline, probably due to its overall modest effect. However, in some individuals, lorcaserin has a much more clinically significant effect (i.e. >10% placebo-corrected change), although what common features, if any, define these high responders is presently unknown. In the present article we highlight the evidence that alternative mechanisms to satiety may contribute to the anti-obesity effect of lorcaserin, namely effects on constructs of primary and conditioned reward and impulsivity. This may better inform the clinical evaluation of lorcaserin (and any future 5-HT2C receptor agonists) to subgroups of obese subjects characterized by overeating due to maladaptive impulsivity and reward mechanisms. One such population might be individuals diagnosed with binge eating disorder.
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Affiliation(s)
- Guy A Higgins
- 1 InterVivo Solutions Inc., Toronto, Canada.,2 Department of Pharmacology & Toxicology, University of Toronto, Toronto, Canada
| | - Fiona D Zeeb
- 3 Centre for Addiction and Mental Health, Toronto, Canada.,4 Department of Psychology & Psychiatry, University of Toronto, Toronto, Canada
| | - Paul J Fletcher
- 3 Centre for Addiction and Mental Health, Toronto, Canada.,4 Department of Psychology & Psychiatry, University of Toronto, Toronto, Canada
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85
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Mechelmans DJ, Strelchuk D, Doñamayor N, Banca P, Robbins TW, Baek K, Voon V. Reward Sensitivity and Waiting Impulsivity: Shift towards Reward Valuation away from Action Control. Int J Neuropsychopharmacol 2017; 20:971-978. [PMID: 29020291 PMCID: PMC5716204 DOI: 10.1093/ijnp/pyx072] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2016] [Accepted: 08/03/2017] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Impulsivity and reward expectancy are commonly interrelated. Waiting impulsivity, measured using the rodent 5-Choice Serial Reaction Time task, predicts compulsive cocaine seeking and sign (or cue) tracking. Here, we assess human waiting impulsivity using a novel translational task, the 4-Choice Serial Reaction Time task, and the relationship with reward cues. METHODS Healthy volunteers (n=29) performed the monetary incentive delay task as a functional MRI study where subjects observe a cue predicting reward (cue) and wait to respond for high (£5), low (£1), or no reward. Waiting impulsivity was tested with the 4-Choice Serial Reaction Time task. RESULTS For high reward prospects (£5, no reward), greater waiting impulsivity on the 4-CSRT correlated with greater medial orbitofrontal cortex and lower supplementary motor area activity to cues. In response to high reward cues, greater waiting impulsivity was associated with greater subthalamic nucleus connectivity with orbitofrontal cortex and greater subgenual cingulate connectivity with anterior insula, but decreased connectivity with regions implicated in action selection and preparation. CONCLUSION These findings highlight a shift towards regions implicated in reward valuation and a shift towards compulsivity away from higher level motor preparation and action selection and response. We highlight the role of reward sensitivity and impulsivity, mechanisms potentially linking human waiting impulsivity with incentive approach and compulsivity, theories highly relevant to disorders of addiction.
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Affiliation(s)
- Daisy J Mechelmans
- Department of Psychiatry, University of Cambridge, Addenbrooke’s Hospital, Cambridge, United Kingdom (Ms Mechelmans, Ms Strelchuk, Dr Donamayor-Alonso, Dr Banca, Dr Baek, and Dr Voon); KU Leuven – University of Leuven, Department of Neurosciences, Leuven, Belgium (Ms Mechelmans); Behavioural and Clinical Neurosciences Institute, University of Cambridge, Cambridge, United Kingdom (Drs Robbins and Voon); Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, United Kingdom (Dr Voon); NIHR Cambridge Biomedical Research Centre, Cambridge, United Kingdom (Dr Voon)
| | - Daniela Strelchuk
- Department of Psychiatry, University of Cambridge, Addenbrooke’s Hospital, Cambridge, United Kingdom (Ms Mechelmans, Ms Strelchuk, Dr Donamayor-Alonso, Dr Banca, Dr Baek, and Dr Voon); KU Leuven – University of Leuven, Department of Neurosciences, Leuven, Belgium (Ms Mechelmans); Behavioural and Clinical Neurosciences Institute, University of Cambridge, Cambridge, United Kingdom (Drs Robbins and Voon); Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, United Kingdom (Dr Voon); NIHR Cambridge Biomedical Research Centre, Cambridge, United Kingdom (Dr Voon)
| | - Nuria Doñamayor
- Department of Psychiatry, University of Cambridge, Addenbrooke’s Hospital, Cambridge, United Kingdom (Ms Mechelmans, Ms Strelchuk, Dr Donamayor-Alonso, Dr Banca, Dr Baek, and Dr Voon); KU Leuven – University of Leuven, Department of Neurosciences, Leuven, Belgium (Ms Mechelmans); Behavioural and Clinical Neurosciences Institute, University of Cambridge, Cambridge, United Kingdom (Drs Robbins and Voon); Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, United Kingdom (Dr Voon); NIHR Cambridge Biomedical Research Centre, Cambridge, United Kingdom (Dr Voon)
| | - Paula Banca
- Department of Psychiatry, University of Cambridge, Addenbrooke’s Hospital, Cambridge, United Kingdom (Ms Mechelmans, Ms Strelchuk, Dr Donamayor-Alonso, Dr Banca, Dr Baek, and Dr Voon); KU Leuven – University of Leuven, Department of Neurosciences, Leuven, Belgium (Ms Mechelmans); Behavioural and Clinical Neurosciences Institute, University of Cambridge, Cambridge, United Kingdom (Drs Robbins and Voon); Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, United Kingdom (Dr Voon); NIHR Cambridge Biomedical Research Centre, Cambridge, United Kingdom (Dr Voon)
| | - Trevor W Robbins
- Department of Psychiatry, University of Cambridge, Addenbrooke’s Hospital, Cambridge, United Kingdom (Ms Mechelmans, Ms Strelchuk, Dr Donamayor-Alonso, Dr Banca, Dr Baek, and Dr Voon); KU Leuven – University of Leuven, Department of Neurosciences, Leuven, Belgium (Ms Mechelmans); Behavioural and Clinical Neurosciences Institute, University of Cambridge, Cambridge, United Kingdom (Drs Robbins and Voon); Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, United Kingdom (Dr Voon); NIHR Cambridge Biomedical Research Centre, Cambridge, United Kingdom (Dr Voon)
| | - Kwangyeol Baek
- Department of Psychiatry, University of Cambridge, Addenbrooke’s Hospital, Cambridge, United Kingdom (Ms Mechelmans, Ms Strelchuk, Dr Donamayor-Alonso, Dr Banca, Dr Baek, and Dr Voon); KU Leuven – University of Leuven, Department of Neurosciences, Leuven, Belgium (Ms Mechelmans); Behavioural and Clinical Neurosciences Institute, University of Cambridge, Cambridge, United Kingdom (Drs Robbins and Voon); Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, United Kingdom (Dr Voon); NIHR Cambridge Biomedical Research Centre, Cambridge, United Kingdom (Dr Voon)
| | - Valerie Voon
- Department of Psychiatry, University of Cambridge, Addenbrooke’s Hospital, Cambridge, United Kingdom (Ms Mechelmans, Ms Strelchuk, Dr Donamayor-Alonso, Dr Banca, Dr Baek, and Dr Voon); KU Leuven – University of Leuven, Department of Neurosciences, Leuven, Belgium (Ms Mechelmans); Behavioural and Clinical Neurosciences Institute, University of Cambridge, Cambridge, United Kingdom (Drs Robbins and Voon); Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, United Kingdom (Dr Voon); NIHR Cambridge Biomedical Research Centre, Cambridge, United Kingdom (Dr Voon),Correspondence: Valerie Voon, MD, PhD, Department of Psychiatry, University of Cambridge, Addenbrooke’s Hospital, Level E4, Box 189, Hills Road, Cambridge CB2 0QQ, UK ()
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Associations Between Behavioral and Neural Correlates of Inhibitory Control and Amphetamine Reward Sensitivity. Neuropsychopharmacology 2017; 42:1905-1913. [PMID: 28303900 PMCID: PMC5520786 DOI: 10.1038/npp.2017.61] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Revised: 03/13/2017] [Accepted: 03/14/2017] [Indexed: 11/08/2022]
Abstract
Poor inhibitory control and sensitivity to drug reward are two significant risk factors for drug abuse. Although the two have been largely viewed as separate and independent risk factors, there is new evidence to suggest that they may be related at both the behavioral and neural level. This study examined associations between behavioral and neural correlates of inhibitory control and sensitivity to the subjective rewarding effects of amphetamine in humans. Healthy volunteers (n=63) first completed the stop signal task, a behavioral measure of inhibitory control. Then they participated in four sessions in which they received amphetamine (20 mg) and placebo in alternating order, providing self-report measures of euphoria and arousal at regular intervals. Finally, a subset of participants (n=38) underwent an fMRI scan to assess neural correlates of inhibitory control. In the first phase of the study, participants with longer stop signal reaction time (SSRT) reported greater amphetamine-induced euphoria and stimulation than those with shorter SSRT. In the second phase, fMRI of response inhibition showed the expected activation in right prefrontal regions. Further, individuals who exhibited less activation in the right middle frontal gyrus during the inhibition task reported more euphoria during the amphetamine sessions. This study is the first to show associations between poor inhibitory control and amphetamine reward sensitivity at both behavioral and neural levels in humans. These findings extend our understanding of risk for drug abuse in individuals with poor inhibitory control and suggest novel targets for prevention efforts.
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87
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Neural substrates of trait impulsivity, anhedonia, and irritability: Mechanisms of heterotypic comorbidity between externalizing disorders and unipolar depression. Dev Psychopathol 2017; 28:1177-1208. [PMID: 27739396 DOI: 10.1017/s0954579416000754] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Trait impulsivity, which is often defined as a strong preference for immediate over delayed rewards and results in behaviors that are socially inappropriate, maladaptive, and short-sighted, is a predisposing vulnerability to all externalizing spectrum disorders. In contrast, anhedonia is characterized by chronically low motivation and reduced capacity to experience pleasure, and is common to depressive disorders. Although externalizing and depressive disorders have virtually nonoverlapping diagnostic criteria in the fifth edition of the Diagnostic and Statistical Manual of Mental Disorders, heterotypic comorbidity between them is common. Here, we review common neural substrates of trait impulsivity, anhedonia, and irritability, which include both low tonic mesolimbic dopamine activity and low phasic mesolimbic dopamine responding to incentives during reward anticipation and associative learning. We also consider how other neural networks, including bottom-up emotion generation systems and top-down emotion regulation systems, interact with mesolimbic dysfunction to result in alternative manifestations of psychiatric illness. Finally, we present a model that emphasizes a translational, transdiagnostic approach to understanding externalizing/depression comorbidity. This model should refine ways in which internalizing and externalizing disorders are studied, classified, and treated.
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88
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Dalley JW, Robbins TW. Fractionating impulsivity: neuropsychiatric implications. Nat Rev Neurosci 2017; 18:158-171. [PMID: 28209979 DOI: 10.1038/nrn.2017.8] [Citation(s) in RCA: 369] [Impact Index Per Article: 52.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The ability to make decisions and act quickly without hesitation can be advantageous in many settings. However, when persistently expressed, impulsive decisions and actions are considered risky, maladaptive and symptomatic of such diverse brain disorders as attention-deficit hyperactivity disorder, drug addiction and affective disorders. Over the past decade, rapid progress has been made in the identification of discrete neural networks that underlie different forms of impulsivity - from impaired response inhibition and risky decision making to a profound intolerance of delayed rewards. Herein, we review what is currently known about the neural and psychological mechanisms of impulsivity, and discuss the relevance and application of these new insights to various neuropsychiatric disorders.
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Affiliation(s)
- Jeffrey W Dalley
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK.,Department of Psychiatry, University of Cambridge, Cambridge CB2 2QQ, UK.,Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge CB2 3EB, UK
| | - Trevor W Robbins
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK.,Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge CB2 3EB, UK
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89
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Schippers MC, Bruinsma B, Gaastra M, Mesman TI, Denys D, De Vries TJ, Pattij T. Deep Brain Stimulation of the Nucleus Accumbens Core Affects Trait Impulsivity in a Baseline-Dependent Manner. Front Behav Neurosci 2017; 11:52. [PMID: 28386221 PMCID: PMC5362621 DOI: 10.3389/fnbeh.2017.00052] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2016] [Accepted: 03/07/2017] [Indexed: 12/29/2022] Open
Abstract
Deep brain stimulation (DBS) of the nucleus accumbens (NA) is explored as a treatment for refractory psychiatric disorders, such as obsessive-compulsive disorder (OCD), depressive disorder (MDD), and substance use disorder (SUD). A common feature of some of these disorders is pathological impulsivity. Here, the effects of NAcore DBS on impulsive choice and impulsive action, two distinct forms of impulsive behavior, were investigated in translational animal tasks, the delayed reward task (DRT) and five-choice serial reaction time task (5-CSRTT), respectively. In both tasks, the effects of NAcore DBS were negatively correlated with baseline impulsive behavior, with more pronounced effects in the 5-CSRTT. To further examine the effects of DBS on trait impulsive action, rats were screened for high (HI) and low (LI) impulsive responding in the 5-CSRTT. NAcore DBS decreased impulsive, premature responding in HI rats under conventional conditions. However, upon challenged conditions to increase impulsive responding, NAcore DBS did not alter impulsivity. These results strongly suggest a baseline-dependent effect of DBS on impulsivity, which is in line with clinical observations.
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Affiliation(s)
- Maria C Schippers
- Amsterdam Neuroscience, Department of Anatomy and Neurosciences, VU University Medical Center Amsterdam, Netherlands
| | - Bastiaan Bruinsma
- Amsterdam Neuroscience, Department of Anatomy and Neurosciences, VU University Medical Center Amsterdam, Netherlands
| | - Mathijs Gaastra
- Amsterdam Neuroscience, Department of Anatomy and Neurosciences, VU University Medical Center Amsterdam, Netherlands
| | - Tanja I Mesman
- Amsterdam Neuroscience, Department of Anatomy and Neurosciences, VU University Medical Center Amsterdam, Netherlands
| | - Damiaan Denys
- Amsterdam Neuroscience, Department of Psychiatry, Academic Medical Center, University of Amsterdam Amsterdam, Netherlands
| | - Taco J De Vries
- Amsterdam Neuroscience, Department of Anatomy and Neurosciences, VU University Medical Center Amsterdam, Netherlands
| | - Tommy Pattij
- Amsterdam Neuroscience, Department of Anatomy and Neurosciences, VU University Medical Center Amsterdam, Netherlands
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90
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Differential effects of social and novelty enrichment on individual differences in impulsivity and behavioral flexibility. Behav Brain Res 2017; 327:54-64. [PMID: 28341610 DOI: 10.1016/j.bbr.2017.03.028] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Revised: 03/10/2017] [Accepted: 03/20/2017] [Indexed: 01/03/2023]
Abstract
Early life experience profoundly impacts behavior and cognitive functions in rats. The present study investigated how the presence of conspecifics and/or novel objects, could independently influence individual differences in impulsivity and behavioral flexibility. Twenty-four rats were reared in an isolated condition, an isolated condition with a novel object, a pair-housed social condition, or a pair-housed social condition with a novel object. The rats were then tested on an impulsive choice task, a behavioral flexibility task, and an impulsive action task. Novelty enrichment produced an overall increase in impulsive choice, while social enrichment decreased impulsive choice in the absence of novelty enrichment and also produced an overall increase in impulsive action. In the behavioral flexibility task, social enrichment increased regressive errors, whereas both social and novelty enrichment reduced never-reinforced errors. Individual differences analyses indicated a significant relationship between performance in the behavioral flexibility and impulsive action tasks, which may reflect a common psychological correlate of action inhibition. Moreover, there was a relationship between delay sensitivity in the impulsive choice task and performance on the DRL and behavioral flexibility tasks, suggesting a dual role for timing and inhibitory processes in driving the interrelationship between these tasks. Overall, these results indicate that social and novelty enrichment produce distinct effects on impulsivity and adaptability, suggesting the need to parse out the different elements of enrichment in future studies. Further research is warranted to better understand how individual differences in sensitivity to enrichment affect individuals' interactions with and the resulting consequences of the rearing environment.
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91
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Moschak TM, Carelli RM. Impulsive Rats Exhibit Blunted Dopamine Release Dynamics during a Delay Discounting Task Independent of Cocaine History. eNeuro 2017; 4:ENEURO.0119-17.2017. [PMID: 28451642 PMCID: PMC5402299 DOI: 10.1523/eneuro.0119-17.2017] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 04/10/2017] [Indexed: 11/21/2022] Open
Abstract
The inability to wait for a large, delayed reward when faced with a small, immediate one, known as delay discounting, has been implicated in a number of disorders including substance abuse. Individual differences in impulsivity on the delay discounting task are reflected in differences in neural function, including in the nucleus accumbens (NAc) core. We examined the role of a history of cocaine self-administration, as well as individual differences in impulsivity, on rapid dopamine (DA) release dynamics in the NAc core. Rats with a history of cocaine or water/saline self-administration were tested on delay discounting while being simultaneously assayed for rapid DA release using electrochemical methods. In controls, we found that cue DA release was modulated by reward delay and magnitude, consistent with prior reports. A history of cocaine had no effect on either delay discounting or DA release dynamics. Nonetheless, independent of drug history, individual differences in impulsivity were related to DA release in the NAc core. First, high impulsive animals exhibited dampened cue DA release during the delay discounting task. Second, reward delay and magnitude in high impulsive animals failed to robustly modulate changes in cue DA release. Importantly, these two DAergic mechanisms were uncorrelated with each other and, together, accounted for a high degree of variance in impulsive behavior. Collectively, these findings demonstrate two distinct mechanisms by which rapid DA signaling may influence impulsivity, and illustrate the importance of NAc core DA release dynamics in impulsive behavior.
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Affiliation(s)
- Travis M Moschak
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC 27599
| | - Regina M Carelli
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC 27599
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92
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Ohmura Y, Sasamori H, Tsutsui-Kimura I, Izumi T, Yoshida T, Yoshioka M. Varenicline provokes impulsive action by stimulating α4β2 nicotinic acetylcholine receptors in the infralimbic cortex in a nicotine exposure status-dependent manner. Pharmacol Biochem Behav 2017; 154:1-10. [DOI: 10.1016/j.pbb.2017.01.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Revised: 12/04/2016] [Accepted: 01/09/2017] [Indexed: 10/20/2022]
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93
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Korte SM, Prins J, Van den Bergh FS, Oosting RS, Dupree R, Korte-Bouws GA, Westphal KG, Olivier B, Denys DA, Garland A, Güntürkün O. The 5-HT1A/1B-receptor agonist eltoprazine increases both catecholamine release in the prefrontal cortex and dopamine release in the nucleus accumbens and decreases motivation for reward and “waiting” impulsivity, but increases “stopping” impulsivity. Eur J Pharmacol 2017; 794:257-269. [DOI: 10.1016/j.ejphar.2016.11.024] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2016] [Revised: 11/03/2016] [Accepted: 11/16/2016] [Indexed: 10/20/2022]
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94
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Schenk S, Aronsen D. Contribution of Impulsivity and Serotonin Receptor Neuroadaptations to the Development of an MDMA ('Ecstasy') Substance Use Disorder. Curr Top Behav Neurosci 2017; 34:17-32. [PMID: 26718587 DOI: 10.1007/7854_2015_421] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
As is the case with other drugs of abuse, a proportion of ecstasy users develop symptoms consistent with a substance use disorder (SUD). In this paper, we propose that the pharmacology of MDMA, the primary psychoactive component of ecstasy tablets, changes markedly with repeated exposure and that neuroadaptations in dopamine and serotonin brain systems underlie the shift from MDMA use to MDMA misuse in susceptible subjects. Data from both the human and laboratory animal literature are synthesized to support the idea that (1) MDMA becomes a less efficacious serotonin releaser and a more efficacious dopamine releaser with the development of behaviour consistent with an SUD and (2) that upregulated serotonin receptor mechanisms contribute to the development of the MDMA SUD via dysregulated inhibitory control associated with the trait of impulsivity.
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Affiliation(s)
- Susan Schenk
- School of Psychology, Victoria University of Wellington, Wellington, New Zealand.
| | - Dane Aronsen
- School of Psychology, Victoria University of Wellington, Wellington, New Zealand
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95
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Robbins TW, Dalley JW. Dissecting Impulsivity: Brain Mechanisms and Neuropsychiatric Implications. NEBRASKA SYMPOSIUM ON MOTIVATION 2017. [DOI: 10.1007/978-3-319-51721-6_7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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96
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Broos N, van Mourik Y, Schetters D, De Vries TJ, Pattij T. Dissociable effects of cocaine and yohimbine on impulsive action and relapse to cocaine seeking. Psychopharmacology (Berl) 2017; 234:3343-3351. [PMID: 28856391 PMCID: PMC5660838 DOI: 10.1007/s00213-017-4711-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Accepted: 08/06/2017] [Indexed: 12/28/2022]
Abstract
RATIONALE A strong association has been demonstrated between various forms of impulsivity and addiction-like behavior in both humans and rats. OBJECTIVES In this study, we investigated how impulsive action, as measured in the 5-choice serial reaction time task (5-CSRTT), is affected during various stages of cocaine taking and seeking and by relapse-provoking stimuli in animals that were trained both in an intravenous cocaine self-administration paradigm and in the 5-CSRTT. METHODS Rats were concurrently trained in the 5-CSRTT and cocaine self-administration protocol, and subsequently, the effects of cocaine (7.5 mg/kg) and the pharmacological stressor yohimbine (1.25 mg/kg) were tested in both paradigms. RESULTS Cocaine self-administration (5 h/day) transiently altered impulsive action and increased errors of omission in the 5-CSRTT. Pharmacological challenges with cocaine and yohimbine induced increments in impulsive action and reinstated cocaine-seeking responses within the same animals. Further analyses revealed that the effects of cocaine and yohimbine on impulsive action did not correlate with their effects on reinstatement of cocaine seeking. CONCLUSIONS These data suggest that although impulsive action and relapse can be pharmacologically modulated in the same direction within individuals, these effects appear not to be directly coupled.
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Affiliation(s)
- Nienke Broos
- 0000 0004 0435 165Xgrid.16872.3aDepartment of Anatomy and Neurosciences, Amsterdam Neuroscience, VU University Medical Center, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Yvar van Mourik
- 0000 0004 0435 165Xgrid.16872.3aDepartment of Anatomy and Neurosciences, Amsterdam Neuroscience, VU University Medical Center, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Dustin Schetters
- 0000 0004 0435 165Xgrid.16872.3aDepartment of Anatomy and Neurosciences, Amsterdam Neuroscience, VU University Medical Center, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Taco J. De Vries
- 0000 0004 0435 165Xgrid.16872.3aDepartment of Anatomy and Neurosciences, Amsterdam Neuroscience, VU University Medical Center, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Tommy Pattij
- Department of Anatomy and Neurosciences, Amsterdam Neuroscience, VU University Medical Center, De Boelelaan 1108, 1081 HZ, Amsterdam, The Netherlands.
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97
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Effect of daily morphine administration and its discontinuation on delay discounting of food in rhesus monkeys. Behav Pharmacol 2016; 27:155-64. [PMID: 26397762 DOI: 10.1097/fbp.0000000000000194] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Opioid abusers discount delayed reinforcers more rapidly than nonusers; however, it is unclear whether chronic drug administration or its discontinuation impacts discounting. This study examined the impact of daily morphine administration and its discontinuation on delay discounting of food in rhesus monkeys. Responding on one lever delivered one food pellet immediately; responding on another lever delivered two food pellets either immediately or after a delay (30-120 s) that increased within the session. Monkeys (n=3) responded for the large reinforcer when both reinforcers were delivered immediately and more for the smaller, immediately available reinforcer as the delay to delivery of the large reinforcer increased. When administered acutely, morphine (0.032-5.6 mg/kg) increased trial omissions and had variable effects on choice, with small doses decreasing and large doses increasing choice of the large delayed reinforcer. Chronic morphine administration (0.1 mg/kg/day to 3.2 mg/kg twice daily) reduced choice of the large delayed reinforcer in two monkeys, while increasing choice in a third monkey. Despite the development of tolerance to some effects (i.e. rightward shifts in dose-effect curves for the number of trials omitted) and evidence of mild opioid dependence (e.g. decrease in the number of trials completed, as well as body weight), discontinuation of treatment did not appear to systematically impact discounting. Overall, these results suggest that repeated opioid administration causes persistent effects on choice under a delay discounting procedure; however, differences in the direction of effect among individuals suggest that factors other than, or in addition to, changes in discounting might play a role.
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98
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Cope LM, Hardee JE, Soules ME, Burmeister M, Zucker RA, Heitzeg MM. Reduced brain activation during inhibitory control in children with COMT Val/Val genotype. Brain Behav 2016; 6:e00577. [PMID: 28032000 PMCID: PMC5167006 DOI: 10.1002/brb3.577] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Revised: 08/08/2016] [Accepted: 08/14/2016] [Indexed: 02/05/2023] Open
Abstract
INTRODUCTION Behavioral undercontrol is a well-established risk factor for substance use disorder, identifiable at an early age well before the onset of substance use. However, the biological mechanistic structure underlying the behavioral undercontrol/substance use relationship is not well understood. The enzyme catechol O-methyltransferase (COMT) catabolizes dopamine and norepinephrine in the prefrontal cortex and striatum, brain regions involved in behavioral control. The goal of this work was to investigate the association between genetic variation in COMT functioning and fronto-striatal brain functioning during successful inhibitory control, a critical aspect of behavioral control. METHODS Participants were 65 (22 female) 7-12 year olds who were genotyped for the functional COMT Val158Met (rs4680) single-nucleotide polymorphism and underwent functional magnetic resonance imaging while performing a go/no-go task. The majority of the sample (80%) had at least one parent with a history of alcohol use disorder and were thus at heightened risk for substance use disorders. RESULTS There was a significant main effect of genotype on brain activation in left and right putamen during successful versus failed inhibition and in right inferior frontal gyrus/insula during successful inhibition versus baseline. Follow-up tests revealed that Met homozygotes had greater activation in each region relative to Val homozygotes. CONCLUSIONS These results are relevant for understanding how specific genes influence brain functioning related to underlying risk factors for substance use disorders and other disinhibitory psychopathologies.
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Affiliation(s)
- Lora M Cope
- Department of Psychiatry University of Michigan Ann Arbor MI USA; Addiction Center University of Michigan Ann Arbor MI USA
| | - Jillian E Hardee
- Department of Psychiatry University of Michigan Ann Arbor MI USA; Addiction Center University of Michigan Ann Arbor MI USA
| | - Mary E Soules
- Department of Psychiatry University of Michigan Ann Arbor MI USA; Addiction Center University of Michigan Ann Arbor MI USA
| | - Margit Burmeister
- Department of Psychiatry University of Michigan Ann Arbor MI USA; Molecular & Behavioral Neuroscience Institute University of Michigan Ann Arbor MI USA; Department of Human Genetics University of Michigan Ann Arbor MI USA
| | - Robert A Zucker
- Department of Psychiatry University of Michigan Ann Arbor MI USA; Addiction Center University of Michigan Ann Arbor MI USA
| | - Mary M Heitzeg
- Department of Psychiatry University of Michigan Ann Arbor MI USA; Addiction Center University of Michigan Ann Arbor MI USA
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99
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El Massioui N, Lamirault C, Yagüe S, Adjeroud N, Garces D, Maillard A, Tallot L, Yu-Taeger L, Riess O, Allain P, Nguyen HP, von Hörsten S, Doyère V. Impaired Decision Making and Loss of Inhibitory-Control in a Rat Model of Huntington Disease. Front Behav Neurosci 2016; 10:204. [PMID: 27833538 PMCID: PMC5080295 DOI: 10.3389/fnbeh.2016.00204] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Accepted: 10/05/2016] [Indexed: 11/13/2022] Open
Abstract
Cognitive deficits associated with Huntington disease (HD) are generally dominated by executive function disorders often associated with disinhibition and impulsivity/compulsivity. Few studies have directly examined symptoms and consequences of behavioral disinhibition in HD and its relation with decision-making. To assess the different forms of impulsivity in a transgenic model of HD (tgHD rats), two tasks assessing cognitive/choice impulsivity were used: risky decision-making with a rat gambling task (RGT) and intertemporal choices with a delay discounting task (DD). To assess waiting or action impulsivity the differential reinforcement of low rate of responding task (DRL) was used. In parallel, the volume as well as cellular activity of the amygdala was analyzed. In contrast to WT rats, 15 months old tgHD rats exhibited a poor efficiency in the RGT task with difficulties to choose advantageous options, a steep DD curve as delays increased in the DD task and a high rate of premature and bursts responses in the DRL task. tgHD rats also demonstrated a concomitant and correlated presence of both action and cognitive/choice impulsivity in contrast to wild type (WT) animals. Moreover, a reduced volume associated with an increased basal cellular activity of the central nucleus of amygdala indicated a dysfunctional amygdala in tgHD rats, which could underlie inhibitory dyscontrol. In conclusion, tgHD rats are a good model for impulsivity disorder that could be used more widely to identify potential pharmacotherapies to treat these invasive symptoms in HD.
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Affiliation(s)
- Nicole El Massioui
- Institut des Neurosciences Paris-Saclay (Neuro-PSI), UMR 9197, Centre National de la Recherche Scientifique (CNRS) Université Paris Sud, Université Paris Saclay Orsay, France
| | - Charlotte Lamirault
- Institut des Neurosciences Paris-Saclay (Neuro-PSI), UMR 9197, Centre National de la Recherche Scientifique (CNRS) Université Paris Sud, Université Paris Saclay Orsay, France
| | - Sara Yagüe
- Institut des Neurosciences Paris-Saclay (Neuro-PSI), UMR 9197, Centre National de la Recherche Scientifique (CNRS) Université Paris Sud, Université Paris Saclay Orsay, France
| | - Najia Adjeroud
- Institut des Neurosciences Paris-Saclay (Neuro-PSI), UMR 9197, Centre National de la Recherche Scientifique (CNRS) Université Paris Sud, Université Paris SaclayOrsay, France; Neuropsychological Unit, Department of Neurology, CHU AngersFrance
| | - Daniel Garces
- The Graduate Center, City University of New York (CUNY) New York, NY, USA
| | - Alexis Maillard
- Institut des Neurosciences Paris-Saclay (Neuro-PSI), UMR 9197, Centre National de la Recherche Scientifique (CNRS) Université Paris Sud, Université Paris Saclay Orsay, France
| | - Lucille Tallot
- Institut des Neurosciences Paris-Saclay (Neuro-PSI), UMR 9197, Centre National de la Recherche Scientifique (CNRS) Université Paris Sud, Université Paris Saclay Orsay, France
| | - Libo Yu-Taeger
- Institute of Medical Genetics and Applied Genomics, University of TuebingenTuebingen, Germany; Center for Rare Diseases, University of TuebingenTuebingen, Germany
| | - Olaf Riess
- Institute of Medical Genetics and Applied Genomics, University of TuebingenTuebingen, Germany; Center for Rare Diseases, University of TuebingenTuebingen, Germany
| | - Philippe Allain
- Neuropsychological Unit, Department of Neurology, CHU Angers France
| | - Huu Phuc Nguyen
- Institute of Medical Genetics and Applied Genomics, University of TuebingenTuebingen, Germany; Center for Rare Diseases, University of TuebingenTuebingen, Germany
| | - Stephan von Hörsten
- Experimental Therapy, Franz Penzoldt Center, Friedrich-Alexander University, Erlangen-Nürnberg Germany
| | - Valérie Doyère
- Institut des Neurosciences Paris-Saclay (Neuro-PSI), UMR 9197, Centre National de la Recherche Scientifique (CNRS) Université Paris Sud, Université Paris Saclay Orsay, France
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100
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Perry CJ, Lawrence AJ. Addiction, cognitive decline and therapy: seeking ways to escape a vicious cycle. GENES BRAIN AND BEHAVIOR 2016; 16:205-218. [DOI: 10.1111/gbb.12325] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Revised: 08/14/2016] [Accepted: 08/25/2016] [Indexed: 12/31/2022]
Affiliation(s)
- C. J. Perry
- Behavioural Neuroscience Division; The Florey Institute of Neuroscience and Mental Health; Melbourne VIC Australia
- Florey Department of Neuroscience and Mental Health; University of Melbourne; Melbourne VIC Australia
| | - A. J. Lawrence
- Behavioural Neuroscience Division; The Florey Institute of Neuroscience and Mental Health; Melbourne VIC Australia
- Florey Department of Neuroscience and Mental Health; University of Melbourne; Melbourne VIC Australia
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