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Pickford J, Iosif CI, Bashir ZI, Apps R. Inhibiting cholinergic signalling in the cerebellar interpositus nucleus impairs motor behaviour. Eur J Neurosci 2024; 59:2208-2224. [PMID: 37455360 PMCID: PMC7616440 DOI: 10.1111/ejn.16066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Revised: 05/10/2023] [Accepted: 06/04/2023] [Indexed: 07/18/2023]
Abstract
The role of neuromodulators in the cerebellum is not well understood. In particular, the behavioural significance of the cholinergic system in the cerebellum is unknown. To investigate the importance of cerebellar cholinergic signalling in behaviour, we infused acetylcholine receptor antagonists, scopolamine and mecamylamine, bilaterally into the rat cerebellum (centred on interpositus nucleus) and observed the motor effects through a battery of behavioural tests. These tests included unrewarded behaviour during open field exploration and a horizontal ladder walking task and reward-based beam walking and pellet reaching tasks. Infusion of a mix of the antagonists did not impair motor learning in the horizontal ladder walking or the reaching task but reduced spontaneous movement during open field exploration, impaired coordination during beam walking and ladder walking, led to fewer reaches in the pellet reaching task, slowed goal-directed reaching behaviour and reduced reward pellet consumption in a free access to food task. Infusion of the muscarinic antagonist scopolamine on its own resulted in deficits in motor performance and a reduction in the number of reward pellets consumed in the free access to food task. By contrast, infusion of the nicotinic antagonist mecamylamine on its own had no significant effect on any task, except beam walking traversal time, which was reduced. Together, these data suggest that acetylcholine in the cerebellar interpositus nucleus is important for the execution and coordination of voluntary movements mainly via muscarinic receptor signalling, especially in relation to reward-related behaviour.
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Affiliation(s)
- Jasmine Pickford
- School of Physiology, Pharmacology and Neuroscience, University of Bristol, Bristol, UK
| | - Cristiana I Iosif
- School of Physiology, Pharmacology and Neuroscience, University of Bristol, Bristol, UK
| | - Zafar I Bashir
- School of Physiology, Pharmacology and Neuroscience, University of Bristol, Bristol, UK
| | - Richard Apps
- School of Physiology, Pharmacology and Neuroscience, University of Bristol, Bristol, UK
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2
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Puccetti NA, Villano WJ, Fadok JP, Heller AS. Temporal dynamics of affect in the brain: Evidence from human imaging and animal models. Neurosci Biobehav Rev 2022; 133:104491. [PMID: 34902442 PMCID: PMC8792368 DOI: 10.1016/j.neubiorev.2021.12.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 11/16/2021] [Accepted: 12/09/2021] [Indexed: 02/03/2023]
Abstract
Emotions are time-varying internal states that promote survival in the face of dynamic environments and shifting homeostatic needs. Research in non-human organisms has recently afforded specific insights into the neural mechanisms that support the emergence, persistence, and decay of affective states. Concurrently, a separate affective neuroscience literature has begun to dissect the neural bases of affective dynamics in humans. However, the circuit-level mechanisms identified in animals lack a clear mapping to the human neuroscience literature. As a result, critical questions pertaining to the neural bases of affective dynamics in humans remain unanswered. To address these shortcomings, the present review integrates findings from humans and non-human organisms to highlight the neural mechanisms that govern the temporal features of emotional states. Using the theory of affective chronometry as an organizing framework, we describe the specific neural mechanisms and modulatory factors that arbitrate the rise-time, intensity, and duration of emotional states.
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Affiliation(s)
- Nikki A Puccetti
- Department of Psychology, University of Miami, Coral Gables, FL, 33146, USA
| | - William J Villano
- Department of Psychology, University of Miami, Coral Gables, FL, 33146, USA
| | - Jonathan P Fadok
- Department of Psychology and Tulane Brain Institute, Tulane University, New Orleans, LA, 70118, USA
| | - Aaron S Heller
- Department of Psychology, University of Miami, Coral Gables, FL, 33146, USA.
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3
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McFarland DJ. How neuroscience can inform the study of individual differences in cognitive abilities. Rev Neurosci 2018; 28:343-362. [PMID: 28195556 DOI: 10.1515/revneuro-2016-0073] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Accepted: 12/17/2016] [Indexed: 02/06/2023]
Abstract
Theories of human mental abilities should be consistent with what is known in neuroscience. Currently, tests of human mental abilities are modeled by cognitive constructs such as attention, working memory, and speed of information processing. These constructs are in turn related to a single general ability. However, brains are very complex systems and whether most of the variability between the operations of different brains can be ascribed to a single factor is questionable. Research in neuroscience suggests that psychological processes such as perception, attention, decision, and executive control are emergent properties of interacting distributed networks. The modules that make up these networks use similar computational processes that involve multiple forms of neural plasticity, each having different time constants. Accordingly, these networks might best be characterized in terms of the information they process rather than in terms of abstract psychological processes such as working memory and executive control.
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4
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Firbank MJ, O'Brien JT, Taylor JP. Long reaction times are associated with delayed brain activity in lewy body dementia. Hum Brain Mapp 2017; 39:633-643. [PMID: 29094778 PMCID: PMC5813138 DOI: 10.1002/hbm.23866] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Revised: 10/13/2017] [Accepted: 10/18/2017] [Indexed: 12/22/2022] Open
Abstract
A significant symptom of Lewy body dementia (LBD) is slow cognitive processing or bradyphrenia. In a previous fMRI task‐based study, we found slower responses in LBD, accompanied by greater deactivation in the default mode network. In this study, we investigated the timing and magnitude of the activations and deactivations with respect to reaction time to determine whether the slower responses in LBD were associated with delayed neuronal activity. Using fMRI, we examined the magnitude and latency of activations and deactivations during an event‐related attention task in 32 patients with LBD and 23 healthy controls using predefined regions of interest. Default mode network deactivations did not significantly differ in their timing between groups or task conditions, while the task‐related activations in the parietal, occipital, frontal, and motor cortex were all significantly later in the LBD group. Repeating the analysis with reaction time as a parametric modulator of activation magnitude produced similar findings, with the reaction time modulator being significant in a number of regions including the default mode network, suggesting that the increased deactivation in LBD is partly explained by slower task completion. Our data suggest that the default mode network deactivation is initiated at the start of the task, and remains deactivated until its end, with the increased magnitude of deactivation in LBD reflecting the more prolonged cognitive processing in these patients. These data add substantially to our understanding of the neural origins of bradyphrenia, which will be essential for determining optimum therapeutic strategies for cognitive impairment in LBD. Hum Brain Mapp 39:633–643, 2018. © 2017 The Authors Human Brain Mapping Published by Wiley Periodicals, Inc.
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Affiliation(s)
- Michael J Firbank
- Institute of Neuroscience, Newcastle University, Campus for Ageing and Vitality, Newcastle upon Tyne, NE4 5PL, United Kingdom
| | - John T O'Brien
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - John Paul Taylor
- Institute of Neuroscience, Newcastle University, Campus for Ageing and Vitality, Newcastle upon Tyne, NE4 5PL, United Kingdom
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5
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Maciukiewicz M, Marshe VS, Tiwari AK, Fonseka TM, Freeman N, Kennedy JL, Rotzinger S, Foster JA, Kennedy SH, Müller DJ. Genome-wide association studies of placebo and duloxetine response in major depressive disorder. THE PHARMACOGENOMICS JOURNAL 2017; 18:406-412. [PMID: 28696415 DOI: 10.1038/tpj.2017.29] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Revised: 03/01/2017] [Accepted: 03/16/2017] [Indexed: 12/28/2022]
Abstract
We investigated variants associated with treatment response in depressed patients treated with either the antidepressant duloxetine or placebo using a genome-wide approach. Our sample (N=391) included individuals aged 18-75 years, diagnosed with major depressive disorder and treated with either duloxetine or placebo for up to 8 weeks. We conducted genome-wide associations for treatment response as operationalized by percentage change in Montgomery-Åsberg Depression Rating Scale score from baseline, as well as mixed models analyses across five time points. In the placebo-treated subsample (N=205), we observed a genome-wide association with rs76767803 (β=0.69, P=1.25 × 10-8) upstream of STAC1. STAC1 rs76767803 was also associated with response using mixed model analysis (χ2=3.95; P=0.001). In the duloxetine-treated subsample (N=186), we observed suggestive associations with ZNF385D (rs4261893; β=-0.46, P=1.55 × 10-5), NCAM1 (rs2303377; β=0.45, P=1.76 × 10-5) and MLL5 (rs117986340; β=0.91, P=3.04 × 10-5). Our findings suggest that a variant upstream of STAC1 is associated with placebo response, which might have implications for treatment optimization, clinical trial design and drug development.
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Affiliation(s)
- M Maciukiewicz
- Pharmacogenetic Research Clinic, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - V S Marshe
- Pharmacogenetic Research Clinic, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - A K Tiwari
- Pharmacogenetic Research Clinic, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - T M Fonseka
- Pharmacogenetic Research Clinic, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Department of Psychiatry, University Health Network, Toronto, ON, Canada.,Department of Psychiatry, St. Michael's Hospital, Toronto, ON, Canada
| | - N Freeman
- Pharmacogenetic Research Clinic, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - J L Kennedy
- Pharmacogenetic Research Clinic, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - S Rotzinger
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada.,Department of Psychiatry, University Health Network, Toronto, ON, Canada
| | - J A Foster
- Department of Psychiatry and Behavioral Neurosciences, McMaster University, Hamilton, ON, Canada
| | - S H Kennedy
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada.,Department of Psychiatry, University Health Network, Toronto, ON, Canada.,Department of Psychiatry, St. Michael's Hospital, Toronto, ON, Canada
| | - D J Müller
- Pharmacogenetic Research Clinic, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
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Nigg JT, Jester JM, Stavro GM, Ip KI, Puttler LI, Zucker RA. Specificity of executive functioning and processing speed problems in common psychopathology. Neuropsychology 2017; 31:448-466. [PMID: 28094999 PMCID: PMC5408314 DOI: 10.1037/neu0000343] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
OBJECTIVE Interest continues in neuropsychological measures as cross-disorder intermediate phenotypes in understanding psychopathology. A central question concerns their specificity versus generalizability to particular forms of psychopathology, particularly for executive functioning (EF) and response speed. Three conceptual models examining these relationships were tested to clarify this picture at different levels in the diagnostic hierarchy. METHOD Participants (total n = 641, age 18-60) yielded complete structured diagnostic interviews and a neuropsychological test battery comprising measures of executive function, processing speed, and IQ. Repeated measures multivariate analysis of variance, linear regression, and structural equation modeling (SEM) were used to test (a) a specificity model, which proposes that individual disorders are associated with component EF processes and speed; (b) a severity model, which proposes that the total number of comorbid disorders explain poor EF and/or slow speed; and (c) a higher-order dimensional model, which proposes that internalizing versus externalizing disorders are differentially related to EF or speed. RESULTS EF effects were best explained by a specificity model, with distinct aspects of EF related to attention deficit hyperactivity disorder versus antisocial substance use disorders. Speed, on the other hand, emerged as a general indicator of externalizing psychopathology in the dimensional model, as well as overall severity of psychopathology in the severity model. CONCLUSIONS Granular approaches are likely to be most productive for linking EF to psychopathology, whereas response speed has underused potential as an endophenotype for psychopathology liability. Results are discussed in terms of an integrated conceptualization of neuropsychological processes and putative neural systems involved in general and specific aspects of psychopathology. (PsycINFO Database Record
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Affiliation(s)
- Joel T Nigg
- Department of Psychiatry, Oregon Health & Science University
| | | | | | - Ka I Ip
- Department of Psychiatry, The University of Michigan
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Cholinergic modulation of auditory P3 event-related potentials as indexed by CHRNA4 and CHRNA7 genotype variation in healthy volunteers. Neurosci Lett 2016; 623:36-41. [PMID: 27109789 DOI: 10.1016/j.neulet.2016.04.040] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2015] [Revised: 03/24/2016] [Accepted: 04/18/2016] [Indexed: 11/23/2022]
Abstract
Schizophrenia (SZ) is a psychiatric disorder characterized by cognitive dysfunction within the realm of attentional processing. Reduced P3a and P3b event-related potentials (ERPs), indexing involuntary and voluntary attentional processing respectively, have been consistently observed in SZ patients who also express prominent cholinergic deficiencies. The involvement of the brain's cholinergic system in attention has been examined for several decades; however, further inquiry is required to further comprehend how abnormalities in this system affect neighbouring neurotransmitter systems and contribute to neurocognitive deficits. The objective of this pilot study was to examine the moderating role of the CHRNA4 (rs1044396), CHRNA7 (rs3087454), and SLC5A7 (rs1013940) genes on ERP indices of attentional processing in healthy volunteers (N=99; Caucasians and non-Caucasians) stratified by genotype and assessed using the auditory P300 "oddball" paradigm. Results indicated significantly greater P3a and P3b-indexed attentional processing for CT (vs. CC) CHRNA4 carriers and greater P3b for AA (vs. CC) CHRNA7 carriers. SLC5A7 allelic variants did not show significant differences in P3a and P3b processing. These findings expand our knowledge on the moderating effect of cholinergic genes on attention and could help inform targeted drug developments aimed at restoring attention deficits in SZ patients.
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Mobascher A, Diaz-Lacava A, Wagner M, Gallinat J, Wienker TF, Drichel D, Becker T, Steffens M, Dahmen N, Gründer G, Thürauf N, Kiefer F, Kornhuber J, Toliat MR, Thiele H, Nürnberg P, Steinlein O, Winterer G. Association of Common Polymorphisms in the Nicotinic Acetylcholine Receptor Alpha4 Subunit Gene with an Electrophysiological Endophenotype in a Large Population-Based Sample. PLoS One 2016; 11:e0152984. [PMID: 27054571 PMCID: PMC4824511 DOI: 10.1371/journal.pone.0152984] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Accepted: 03/22/2016] [Indexed: 12/16/2022] Open
Abstract
Variation in genes coding for nicotinic acetylcholine receptor (nAChR) subunits affect cognitive processes and may contribute to the genetic architecture of neuropsychiatric disorders. Single nucleotide polymorphisms (SNPs) in the CHRNA4 gene that codes for the alpha4 subunit of alpha4/beta2-containing receptors have previously been implicated in aspects of (mostly visual) attention and smoking-related behavioral measures. Here we investigated the effects of six synonymous but functional CHRNA4 exon 5 SNPs on the N100 event-related potential (ERP), an electrophysiological endophenotype elicited by a standard auditory oddball. A total of N = 1,705 subjects randomly selected from the general population were studied with electroencephalography (EEG) as part of the German Multicenter Study on nicotine addiction. Two of the six variants, rs1044396 and neighboring rs1044397, were significantly associated with N100 amplitude. This effect was pronounced in females where we also observed an effect on reaction time. Sequencing of the complete exon 5 region in the population sample excluded the existence of additional/functional variants that may be responsible for the observed effects. This is the first large-scale population-based study investigation the effects of CHRNA4 SNPs on brain activity measures related to stimulus processing and attention. Our results provide further evidence that common synonymous CHRNA4 exon 5 SNPs affect cognitive processes and suggest that they also play a role in the auditory system. As N100 amplitude reduction is considered a schizophrenia-related endophenotype the SNPs studied here may also be associated with schizophrenia outcome measures.
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Affiliation(s)
- A. Mobascher
- Department of Psychiatry, Mainz University Hospital, Mainz, Germany
| | - A. Diaz-Lacava
- Cologne Center for Genomics, University of Cologne, Cologne, Germany
| | - M. Wagner
- Department of Psychiatry, Bonn University Hospital, Bonn, Germany
| | - J. Gallinat
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg Eppendorf (UKE), Hamburg, Germany
| | - T. F. Wienker
- Max-Planck Institute for Molecular Genetics, Berlin, Germany
| | - D. Drichel
- University of Greifswald, Greifswald, Germany
| | - T. Becker
- University of Greifswald, Greifswald, Germany
| | - M. Steffens
- Research Division, Federal Institute for Drugs and Medical Devices (BfArM), Bonn, Germany
| | - N. Dahmen
- Department of Psychiatry, Mainz University Hospital, Mainz, Germany
| | - G. Gründer
- Department of Psychiatry, Rheinisch-Westfälische Technische Hochschule (RWTH) Aachen, University Hospital, Aachen, Germany
| | - N. Thürauf
- Department of Psychiatry, Friedrich-Alexander University, University Hospital, Erlangen- Nürnberg, Erlangen, Germany
| | - F. Kiefer
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Mannheim, Germany
| | - J. Kornhuber
- Department of Psychiatry, Friedrich-Alexander University, University Hospital, Erlangen- Nürnberg, Erlangen, Germany
| | - M. R. Toliat
- Cologne Center for Genomics, University of Cologne, Cologne, Germany
| | - H. Thiele
- Cologne Center for Genomics, University of Cologne, Cologne, Germany
| | - P. Nürnberg
- Cologne Center for Genomics, University of Cologne, Cologne, Germany
| | - O. Steinlein
- Department of Human Genetics, Ludwig-Maximilians University, Munich, Germany
| | - G. Winterer
- Experimental and Clinical Research Center (ECRC), Charité – University Medicine, Berlin, Germany
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Haworth J, Phillips M, Newson M, Rogers PJ, Torrens-Burton A, Tales A. Measuring Information Processing Speed in Mild Cognitive Impairment: Clinical Versus Research Dichotomy. J Alzheimers Dis 2016; 51:263-75. [PMID: 26836171 PMCID: PMC4927828 DOI: 10.3233/jad-150791] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/01/2015] [Indexed: 01/20/2023]
Abstract
A substantial body of research evidence is indicative of disproportionately slowed information processing speed in a wide range of multi-trial, computer-based, neuroimaging- and electroencephalography-based reaction time (RT) tests in Alzheimer's disease and mild cognitive impairment (MCI). However, in what is arguably a dichotomy between research evidence and clinical practice, RT associated with different brain functions is rarely assessed as part of their diagnosis. Indeed, often only the time taken to perform a single, specific task, commonly the Trail making test (TMT), is measured. In clinical practice therefore, there can be a failure to assess adequately the integrity of the rapid, serial information processing and response, necessary for efficient, appropriate, and safe interaction with the environment. We examined whether a typical research-based RT task could at least match the TMT in differentiating amnestic MCI (aMCI) from cognitively healthy aging at group level. As aMCI is a heterogeneous group, typically containing only a proportion of individuals for whom aMCI represents the early stages of dementia, we examined the ability of each test to provide intra-group performance variation. The results indicate that as well as significant slowing in performance of the operations involved in TMT part B (but not part A), individuals with aMCI also experience significant slowing in RT compared to controls. The results also suggest that research-typical RT tests may be superior to the TMT in differentiating between cognitively healthy aging and aMCI at group level and in revealing the performance variability one would expect from an etiologically heterogeneous disorder such as aMCI.
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Affiliation(s)
- Judy Haworth
- Southmead Hospital, North Bristol Trust, Bristol, UK
| | - Michelle Phillips
- University of Bristol, Centre of Academic Mental Health, Oakfield House, Oakfield Grove, Bristol, UK
| | - Margaret Newson
- Brain Centre, Elgar House, Southmead Hospital, North Bristol Trust, Bristol, UK
| | - Peter J. Rogers
- School of Experimental Psychology, University of Bristol, Bristol, UK
| | | | - Andrea Tales
- Department of Psychology, Swansea University, Swansea, Wales, UK
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10
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Schneider KK, Frings C, Meyer J, Schote AB. The role of the glucocorticoid receptor gene (NR3C1) for the processing of aversive stimuli. Neurosci Res 2015; 107:8-13. [PMID: 26689331 DOI: 10.1016/j.neures.2015.11.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Revised: 11/10/2015] [Accepted: 11/25/2015] [Indexed: 01/08/2023]
Abstract
The glucocorticoid receptor (GR) is a crucial component of the hypothalamus-pituitary-adrenal (HPA) axis and as such a part of the stress response system. An impairment of the GR not only alters the level of glucocorticoids, but also modulates cognitive functions and the processing of emotional stimuli. We tested the effects of functional polymorphisms of the GR-encoding gene (NR3C1) on the processing of emotional stimuli on a basal level. In a sample of n=182 participants, we found a haplotype (NR3C1-CTGGACA) to modulate the performance in an emotional reaction time task. Compared to non-carriers, participants who carried the haplotype were quicker to react after aversive stimuli had been presented. In contrast, the presence of the haplotype had no effect on the processing of neutral stimuli. We conclude that properties of the glucocorticoid receptor contribute to the processing of emotional stimuli and influence the intensity of their processing even in the absence of acute stressors.
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Affiliation(s)
| | - Christian Frings
- Department of Cognitive Psychology, University of Trier, Germany
| | - Jobst Meyer
- Department of Neurobehavioral Genetics, University of Trier, Germany
| | - Andrea B Schote
- Department of Neurobehavioral Genetics, University of Trier, Germany
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