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1.
Psychol Med ; 51(9): 1467-1478, 2021 07.
Article in English | MEDLINE | ID: mdl-32114998

ABSTRACT

BACKGROUND: Goal-directed control guides optimal decision-making and it is an important cognitive faculty that protects against developing habits. Previous studies have found some evidence of goal-directed deficits when healthy individuals are stressed, and in psychiatric conditions characterised by compulsive behaviours and anxiety. Here, we tested if goal-directed control is affected by state anxiety, which might explain the former results. METHODS: We carried out a causal test of this hypothesis in two experiments (between-subject N = 88; within-subject N = 50) that used the inhalation of hypercapnic gas (7.5% CO2) to induce an acute state of anxiety in healthy volunteers. In a third experiment (N = 1413), we used a correlational design to test if real-life anxiety-provoking events (panic attacks, stressful events) are associated with impaired goal-directed control. RESULTS: In the former two causal experiments, we induced a profoundly anxious state, both physiologically and psychologically, but this did not affect goal-directed performance. In the third, correlational, study, we found no evidence for an association between goal-directed control, panic attacks or stressful life eventsover and above variance accounted for by trait differences in compulsivity. CONCLUSIONS: In sum, three complementary experiments found no evidence that anxiety impairs goal-directed control in human subjects.


Subject(s)
Anxiety/chemically induced , Goals , Adolescent , Adult , Aged , Anxiety/psychology , Female , Humans , Male , Middle Aged , Motivation , Obsessive-Compulsive Disorder/psychology , Young Adult
2.
Mol Psychiatry ; 21(5): 624-9, 2016 May.
Article in English | MEDLINE | ID: mdl-25869808

ABSTRACT

Human decision-making arises from both reflective and reflexive mechanisms, which underpin goal-directed and habitual behavioural control. Computationally, these two systems of behavioural control have been described by different learning algorithms, model-based and model-free learning, respectively. Here, we investigated the effect of diminished serotonin (5-hydroxytryptamine) neurotransmission using dietary tryptophan depletion (TD) in healthy volunteers on the performance of a two-stage decision-making task, which allows discrimination between model-free and model-based behavioural strategies. A novel version of the task was used, which not only examined choice balance for monetary reward but also for punishment (monetary loss). TD impaired goal-directed (model-based) behaviour in the reward condition, but promoted it under punishment. This effect on appetitive and aversive goal-directed behaviour is likely mediated by alteration of the average reward representation produced by TD, which is consistent with previous studies. Overall, the major implication of this study is that serotonin differentially affects goal-directed learning as a function of affective valence. These findings are relevant for a further understanding of psychiatric disorders associated with breakdown of goal-directed behavioural control such as obsessive-compulsive disorders or addictions.


Subject(s)
Choice Behavior/physiology , Punishment , Reward , Serotonin/deficiency , Tryptophan/deficiency , Adult , Appetitive Behavior/physiology , Diet , Double-Blind Method , Factor Analysis, Statistical , Female , Humans , Male , Models, Psychological , Neuropsychological Tests
3.
Psychopharmacology (Berl) ; 236(8): 2359-2371, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31372665

ABSTRACT

RATIONALE: Drug addiction has been suggested to develop through drug-induced changes in learning and memory processes. Whilst the initiation of drug use is typically goal-directed and hedonically motivated, over time, drug-taking may develop into a stimulus-driven habit, characterised by persistent use of the drug irrespective of the consequences. Converging lines of evidence suggest that stimulant drugs facilitate the transition of goal-directed into habitual drug-taking, but their contribution to goal-directed learning is less clear. Computational modelling may provide an elegant means for elucidating changes during instrumental learning that may explain enhanced habit formation. OBJECTIVES: We used formal reinforcement learning algorithms to deconstruct the process of appetitive instrumental learning and to explore potential associations between goal-directed and habitual actions in patients with cocaine use disorder (CUD). METHODS: We re-analysed appetitive instrumental learning data in 55 healthy control volunteers and 70 CUD patients by applying a reinforcement learning model within a hierarchical Bayesian framework. We used a regression model to determine the influence of learning parameters and variations in brain structure on subsequent habit formation. RESULTS: Poor instrumental learning performance in CUD patients was largely determined by difficulties with learning from feedback, as reflected by a significantly reduced learning rate. Subsequent formation of habitual response patterns was partly explained by group status and individual variation in reinforcement sensitivity. White matter integrity within goal-directed networks was only associated with performance parameters in controls but not in CUD patients. CONCLUSIONS: Our data indicate that impairments in reinforcement learning are insufficient to account for enhanced habitual responding in CUD.


Subject(s)
Brain/diagnostic imaging , Cocaine-Related Disorders/diagnostic imaging , Discrimination Learning/physiology , Habits , Reinforcement, Psychology , Bayes Theorem , Cocaine-Related Disorders/psychology , Female , Humans , Magnetic Resonance Imaging/methods , Male , Motivation/physiology , Photic Stimulation/methods
4.
Schizophr Res ; 192: 69-74, 2018 02.
Article in English | MEDLINE | ID: mdl-28412089

ABSTRACT

BACKGROUND: We investigated whether negative symptoms, such as poor motivation or anhedonia, were associated with higher body mass index (BMI) in stable patients with schizophrenia chronically treated with antipsychotic medication. METHODS: 62 olanzapine- or clozapine-treated patients with illness duration of at least four years were selected from an international multicenter study on the characterization of negative symptoms. All participants completed the Brief Negative Symptom Scale (BNSS) and the Positive and Negative Syndrome Scale (PANSS). Bivariate correlations between BMI and negative symptoms (BNSS) were explored, as well as multiple regression analyses. We further explored the association of two principal component factors of the BNSS and BMI. Subsidiary analyses re-modeled the above using the negative symptoms subscale of the PANSS and the EMSLEY factor for negative symptoms for convergent validity. RESULTS: Lower negative symptoms (BNSS score) were associated with higher BMI (r=-0.31; p=0.015). A multiple regression analysis showed that negative symptoms (BNSS score) and age were significant predictors of BMI (p=0.037). This was mostly driven by the motivation/pleasure factor of the BNSS. Within this second factor, BMI was negatively associated with anhedonia (r=-0.254; p=0.046) and asociality (r=-0.253; p=0.048), but not avolition (r=-0.169; p=0.188). EMSLEY score was positively associated with BNSS (r=0.873, p<0.001), but negatively associated with BMI (r=-0.308; p=0.015). The association between PANSS and BMI did not reach significance (r=-224, p=0.080). CONCLUSIONS: We conclude that lower negative symptoms were associated with higher BMI (assessed using both the BNSS and EMSLEY) in chronic stable schizophrenia patients, mostly due to lower anhedonia and asociality levels.


Subject(s)
Body Mass Index , Schizophrenic Psychology , Adult , Age Factors , Antipsychotic Agents/therapeutic use , Benzodiazepines/therapeutic use , Chronic Disease , Clozapine/therapeutic use , Female , Humans , Male , Olanzapine , Principal Component Analysis , Psychiatric Status Rating Scales , Regression Analysis , Schizophrenia/drug therapy , Schizophrenia/pathology
5.
Clin Pharmacol Ther ; 101(2): 170-172, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27557349

ABSTRACT

Cognitive enhancement can benefit the individual and society, but also has associated risks and ethical concerns. Cognitive-enhancing drugs are used in the treatment of neuropsychiatric disorders. Nonpharmacological strategies are also emerging, which have the potential to improve motivational deficits associated with neuropsychiatric symptoms and should be prioritized for development. The increasing lifestyle use of "smart" and other drugs indicates the desire for healthy people to improve themselves. Safety and ethical implications are discussed.


Subject(s)
Attention Deficit Disorder with Hyperactivity/drug therapy , Attention Deficit Disorder with Hyperactivity/therapy , Cognition Disorders/drug therapy , Cognition/drug effects , Ethics, Medical , Nootropic Agents/therapeutic use , Benzhydryl Compounds/therapeutic use , Cognition Disorders/therapy , Exercise , Humans , Life Style , Methylphenidate/therapeutic use , Modafinil , Nootropic Agents/administration & dosage , Nootropic Agents/adverse effects , Patient Education as Topic , Video Games
6.
Transl Psychiatry ; 7(3): e1054, 2017 03 07.
Article in English | MEDLINE | ID: mdl-28267152

ABSTRACT

Naltrexone is an opioid receptor antagonist used in the management of alcohol dependence. Although the endogenous opioid system has been implicated in emotion regulation, the effects of mu-opioid receptor blockade on brain systems underlying negative emotional processing are not clear in addiction. Individuals meeting criteria for alcohol dependence alone (n=18, alcohol) and in combination with cocaine and/or opioid dependence (n=21, alcohol/drugs) and healthy individuals without a history of alcohol or drug dependence (n=21) were recruited. Participants were alcohol and drug abstinent before entered into this double-blind, placebo-controlled, randomized, crossover study. Functional magnetic resonance imaging was used to investigate brain response while viewing aversive and neutral images relative to baseline on 50 mg of naltrexone and placebo. We found that naltrexone modulated task-related activation in the medial prefrontal cortex and functional connectivity between the anterior cingulate cortex and the hippocampus as a function of childhood adversity (for aversive versus neutral images) in all groups. Furthermore, there was a group-by-treatment-by-condition interaction in the right amygdala, which was mainly driven by a normalization of response for aversive relative to neutral images under naltrexone in the alcohol/drugs group. We conclude that early childhood adversity is one environmental factor that influences pharmacological response to naltrexone. Pharmacotherapy with naltrexone may also have some ameliorative effects on negative emotional processing in combined alcohol and drug dependence, possibly due to alterations in endogenous opioid transmission or the kappa-opioid receptor antagonist actions of naltrexone.


Subject(s)
Adult Survivors of Child Adverse Events , Brain/drug effects , Naltrexone/pharmacology , Narcotic Antagonists/pharmacology , Substance-Related Disorders/physiopathology , Adult , Alcoholism/diagnostic imaging , Alcoholism/physiopathology , Amygdala/diagnostic imaging , Amygdala/drug effects , Amygdala/physiopathology , Brain/diagnostic imaging , Brain/physiopathology , Case-Control Studies , Cocaine-Related Disorders/diagnostic imaging , Cocaine-Related Disorders/physiopathology , Cross-Over Studies , Cues , Double-Blind Method , Female , Functional Neuroimaging , Gyrus Cinguli/diagnostic imaging , Gyrus Cinguli/drug effects , Gyrus Cinguli/physiopathology , Hippocampus/diagnostic imaging , Hippocampus/drug effects , Hippocampus/physiopathology , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Neural Pathways/diagnostic imaging , Neural Pathways/drug effects , Neural Pathways/physiopathology , Opioid-Related Disorders/diagnostic imaging , Opioid-Related Disorders/physiopathology , Prefrontal Cortex/diagnostic imaging , Prefrontal Cortex/drug effects , Prefrontal Cortex/physiopathology , Substance-Related Disorders/diagnostic imaging , Young Adult
7.
Eur Psychiatry ; 38: 61-69, 2016 10.
Article in English | MEDLINE | ID: mdl-27668551

ABSTRACT

OBJECTIVE: A functional polymorphism of the brain-derived neurotrophic factor gene (BDNF) Val66Met has been associated with cognitive function and symptom severity in patients with schizophrenia. It has been suggested that the Val66Met polymorphism has a role as a modulator in a range of clinical features of the illness, including symptoms severity, therapeutic responsiveness, age of onset, brain morphology and cognitive function. However, little work has been done in first-episode schizophrenia (FES) spectrum disorders. The objective of this study is to investigate the association of the BDNF Val66Met polymorphism on cognitive function and clinical symptomatology in FES patients. METHODS: Using a cross-sectional design in a cohort of 204 patients with FES or a schizophrenia spectrum disorder and 204 healthy matched controls, we performed BDNF Val66Met genotyping and tested its relationship with cognitive testing (attention, working memory, learning/verbal memory and reasoning/problem-solving) and assessment of clinical symptom severity. RESULTS: There was no significant influence of the BDNF allele frequency on cognitive factor scores in either patients or controls. An augmented severity of negative symptoms was found in FES patients that carried the Met allele. CONCLUSIONS: The results of this study suggest that in patients with a first-episode of schizophrenia or a schizophrenia spectrum disorder, the BDNF Val66Met polymorphism does not exert an influence on cognitive functioning, but is associated with negative symptoms severity. BDNF may serve as suitable marker of negative symptomatology severity in FES patients within the schizophrenia spectrum.


Subject(s)
Brain-Derived Neurotrophic Factor/genetics , Polymorphism, Genetic , Polymorphism, Single Nucleotide/genetics , Schizophrenia/genetics , Adult , Case-Control Studies , Cognition , Cross-Sectional Studies , Female , Gene Frequency , Genotype , Humans , Male , Schizophrenia/physiopathology , Young Adult
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