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Kumpf U, Soldini A, Burkhardt G, Bulubas L, Dechantsreiter E, Eder J, Padberg F, Palm U. Association between Mood and Sensation Seeking Following rTMS. Brain Sci 2023; 13:1265. [PMID: 37759866 PMCID: PMC10527256 DOI: 10.3390/brainsci13091265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 08/25/2023] [Accepted: 08/28/2023] [Indexed: 09/29/2023] Open
Abstract
Previous studies investigating mood changes in healthy subjects after prefrontal repetitive transcranial magnetic stimulation (rTMS) have shown largely inconsistent results. This may be due to methodological issues, considerable inter-individual variation in prefrontal connectivity or other factors, e.g., personality traits. This pilot study investigates whether mood changes after rTMS are affected by personality parameters. In a randomized cross-over design, 17 healthy volunteers received three sessions of 1 Hz rTMS to Fz, F3 and T3 (10/20 system). The T3 electrode site served as the control condition with the coil angled 45° to the scalp. Subjective mood was rated at baseline and after each condition. Personality traits were assessed using the NEO Five-Factor Inventory (NEO-FFI) and the Sensation Seeking Scale (SSS). For all conditions, a significant association between mood changes towards a deterioration in mood and SSS scores was observed. There were no differences between conditions and no correlations between mood changes and NEO-FFI. The data show that sensation-seeking personality has an impact on subjective mood changes following prefrontal rTMS in all conditions. Future studies investigating the effects of rTMS on emotional paradigms should include individual measures of sensation-seeking personality. The pre-selection of subjects according to personality criteria may reduce the variability in results.
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Affiliation(s)
| | | | | | | | | | | | | | - Ulrich Palm
- Department of Psychiatry and Psychotherapy, Ludwig Maximilians University Munich, Nussbaumstr. 7, 80336 Munich, Germany; (U.K.)
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2
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Brock RL, Harp NR, Neta M. Interpersonal emotion regulation mitigates the link between trait neuroticism and a more negative valence bias. PERSONALITY AND INDIVIDUAL DIFFERENCES 2022; 196:111726. [PMID: 35755301 PMCID: PMC9221810 DOI: 10.1016/j.paid.2022.111726] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Emerging research suggests that trait neuroticism is associated with enhanced attention to and perception of negative emotional stimuli, increasing the risk for multiple forms of psychopathology including depression and anxiety. However, modifiable factors such as certain forms of emotion regulation have the potential to weaken this association. In a large sample (N = 1252), we investigated the link between neuroticism and valence bias in response to stimuli that have the potential for both positive and negative interpretations and examined the moderating role of interpersonal emotion regulation. Primary tests of hypotheses demonstrated that increased neuroticism was associated with a more negative valence bias in response to ambiguity, but only for individuals who are less likely to rely on interpersonal resources to regulate negative affect. Supplemental analyses suggest that this moderation effect of interpersonal emotion regulation might depend on the nature of the stimuli, and that regulation of positive emotions-not just negative affect-can also contribute to a less negative valence bias. Taken together, results suggest that individuals who are high in neuroticism, but consistently rely on interpersonal relationships to regulate their emotions, are better able to override the bias toward negativity that can occur when appraising ambiguity.
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Affiliation(s)
- Rebecca L. Brock
- Department of Psychology, The University of Nebraska-Lincoln, United States of America,Corresponding author at: Department of Psychology, The University of Nebraska-Lincoln, 238 Burnett Hall, Lincoln, NE 68588-0308, United States of America. (R.L. Brock)
| | - Nicholas R. Harp
- Department of Psychology, The University of Nebraska-Lincoln, United States of America,Center for Brain, Biology, and Behavior, The University of Nebraska-Lincoln, United States of America
| | - Maital Neta
- Department of Psychology, The University of Nebraska-Lincoln, United States of America,Center for Brain, Biology, and Behavior, The University of Nebraska-Lincoln, United States of America
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Bland A, Schei T, Roiser J, Mehta M, Zahn R, Seara-Cardoso A, Viding E, Sahakian B, Robbins T, Elliott R. Agency and intentionality-dependent experiences of moral emotions. PERSONALITY AND INDIVIDUAL DIFFERENCES 2020. [DOI: 10.1016/j.paid.2020.110125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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4
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Allen TA, Schreiber AM, Hall NT, Hallquist MN. From Description to Explanation: Integrating Across Multiple Levels of Analysis to Inform Neuroscientific Accounts of Dimensional Personality Pathology. J Pers Disord 2020; 34:650-676. [PMID: 33074057 PMCID: PMC7583665 DOI: 10.1521/pedi.2020.34.5.650] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Dimensional approaches to psychiatric nosology are rapidly transforming the way researchers and clinicians conceptualize personality pathology, leading to a growing interest in describing how individuals differ from one another. Yet, in order to successfully prevent and treat personality pathology, it is also necessary to explain the sources of these individual differences. The emerging field of personality neuroscience is well-positioned to guide the transition from description to explanation within personality pathology research. However, establishing comprehensive, mechanistic accounts of personality pathology will require personality neuroscientists to move beyond atheoretical studies that link trait differences to neural correlates without considering the algorithmic processes that are carried out by those correlates. We highlight some of the dangers we see in overpopulating personality neuroscience with brain-trait associational studies and offer a series of recommendations for personality neuroscientists seeking to build explanatory theories of personality pathology.
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Affiliation(s)
| | | | - Nathan T. Hall
- Department of Psychology, The Pennsylvania State University
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5
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Lai H, Wang S, Zhao Y, Zhang L, Yang C, Gong Q. Brain gray matter correlates of extraversion: A systematic review and meta-analysis of voxel-based morphometry studies. Hum Brain Mapp 2019; 40:4038-4057. [PMID: 31169966 DOI: 10.1002/hbm.24684] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Revised: 04/11/2019] [Accepted: 04/23/2019] [Indexed: 02/05/2023] Open
Abstract
Extraversion is a fundamental personality dimension closely related to an individual's life outcomes and mental health. Although an increasing number of studies have attempted to identify the neurostructural markers of extraversion, the results have been highly inconsistent. The current study aimed to achieve a comprehensive understanding of brain gray matter (GM) correlates of extraversion with a systematic review and meta-analysis approach. Our review showed relatively high interstudy heterogeneity among previous findings. Our meta-analysis of whole-brain voxel-based morphometry studies revealed that extraversion was stably associated with six core brain regions. Additionally, meta-regression analyses identified brain regions where the associations of extraversion with GM volume were modulated by gender and age. The relationships between extraversion and GM structures were discussed based on three extraversion-related functional systems. Furthermore, we explained the gender and age effects. Overall, our study is the first to reveal a comprehensive picture of brain GM correlates of extraversion, and the findings may be useful for the selection of targeted brain areas for extraversion interventions.
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Affiliation(s)
- Han Lai
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.,Psychoradiology Research Unit of Chinese Academy of Medical Sciences, West China Hospital of Sichuan University, Chengdu, China
| | - Song Wang
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.,Psychoradiology Research Unit of Chinese Academy of Medical Sciences, West China Hospital of Sichuan University, Chengdu, China.,Department of Psychoradiology, Chengdu Mental Health Center, Chengdu, China
| | - Yajun Zhao
- School of Sociology and Psychology, Southwest Minzu University, Chengdu, China
| | - Lei Zhang
- Psychoradiology Research Unit of Chinese Academy of Medical Sciences, West China Hospital of Sichuan University, Chengdu, China
| | - Cheng Yang
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Qiyong Gong
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.,Psychoradiology Research Unit of Chinese Academy of Medical Sciences, West China Hospital of Sichuan University, Chengdu, China.,Department of Psychoradiology, Chengdu Mental Health Center, Chengdu, China
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6
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De Pascalis V, Sommer K, Scacchia P. Extraversion and behavioural approach system in stimulus analysis and motor response initiation. Biol Psychol 2018; 137:91-106. [PMID: 30012464 DOI: 10.1016/j.biopsycho.2018.07.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 06/30/2018] [Accepted: 07/09/2018] [Indexed: 11/18/2022]
Abstract
In this study, we attempt to validate previous findings on extraversion-related differences in speed of sensorimotor processing and to extend them into Behavioural Approach System (BAS) subtraits within the framework of the revised Reinforcement Sensitivity Theory (rRST) of personality. Here, we assessed psychological traits of extraversion (E), four BAS facets (Goal-Drive Persistence, BAS-GDP; Reward Interest, BAS-RI; Reward Reactivity, BAS-RR; Impulsivity, BAS-I), Behavioural Inhibition System (BIS), and Fight-Flight-Freeze System (FFFS) in 51 volunteers (28 women). Stimulus-locked lateralized readiness potential (S-LRP), response-locked LRP (R-LRP), stimulus-locked and response-locked forearm electromyogram (S-EMG and R-EMG), and P3 components of the event-related potentials (ERPs), were recorded during the performance of a two-choice Go/NoGo visual letter-digit discrimination task varying in task difficulty. High extraverts, relative to introverts and individuals high relative to low on BAS-RI, were more likely to exhibit shorter S-LRP latencies and stimulus- and response-locked EMG latencies. Additionally, high BAS-I had a shorter R-RLP latency than low BAS-I participants for the difficult task. High FFFS levels were associated with longer S-LRP and S-EMG latencies, while high BIS levels had larger response accuracy. Extraverts, relative to introverts, along with those high relative to low on BAS-RR and BAS-I, exhibited smaller P3 amplitudes. The faster cortical premotor initiation, found in individuals high on extraversion, BAS-RI and low on FFFS, may account for their faster peripheral motor response initiation and execution. Smaller P3 amplitudes in extraverts and individuals high on BAS-RR and BAS-I may indicate reduced perceptual processing capacity in these individuals.
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Affiliation(s)
| | - Kathrin Sommer
- Department of Psychology, La Sapienza University of Rome, Italy
| | - Paolo Scacchia
- Department of Psychology, La Sapienza University of Rome, Italy
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Feng C, Becker B, Huang W, Wu X, Eickhoff SB, Chen T. Neural substrates of the emotion-word and emotional counting Stroop tasks in healthy and clinical populations: A meta-analysis of functional brain imaging studies. Neuroimage 2018; 173:258-274. [DOI: 10.1016/j.neuroimage.2018.02.023] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Revised: 02/08/2018] [Accepted: 02/13/2018] [Indexed: 12/12/2022] Open
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8
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Mitchell RL, Kumari V. Hans Eysenck's interface between the brain and personality: Modern evidence on the cognitive neuroscience of personality. PERSONALITY AND INDIVIDUAL DIFFERENCES 2016. [DOI: 10.1016/j.paid.2016.04.009] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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9
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De Pascalis V, Fracasso F, Corr PJ. The behavioral approach system and augmenting/reducing in auditory event-related potentials during emotional visual stimulation. Biol Psychol 2016; 123:310-323. [PMID: 27816656 DOI: 10.1016/j.biopsycho.2016.10.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2016] [Revised: 10/29/2016] [Accepted: 10/29/2016] [Indexed: 10/20/2022]
Abstract
In the recent Reinforcement Sensitivity Theory Personality Questionnaire (RST-PQ, Corr and Cooper, 2016) the behavioral approach system (BAS) has been conceptualized as multidimensional in which facets of reward interest and reactivity, and goal-drive persistence, are separate from impulsivity. Aim of the present work was to highlight the predictive power of BAS and its facets in differentiating electrocortical responses by using an auditory augmenting/reducing event-related potential (ERP) paradigm during emotional visual stimulation. ERPs were recorded for 5 levels of intensity in 39 women. The RST-PQ was used to measure the total BAS (T-BAS) and its four facets of Goal-Drive Persistence (GDP), Reward Interest (RI), Reward Reactivity (RR), and Impulsivity (IMP). T-BAS and RI, and to a less extent GDP and RR, were significantly associated with higher N1/P2 amplitudes at central sites (C3, Cz, C4) across neutral, positive and negative slides. Similar, but less pronounced relations were found for GDP and RR, but this relation was lacking for Imp facet. In addition, N1/P2 slope at central sites was positively correlated with T-BAS, GDP, RI, RR, but not Imp. Indeed, T-BAS facets failed to maintain a significant correlation with N1/P2 slope, after controlling for T-BAS residual scores, indicating that T-BAS drives these significant correlations. LORETA analysis at 219ms (P2 wave) from tone onset revealed a significant activation of the right inferior parietal lobule (IPL, BA40) and left anterior cingulate gyrus (BA32) in high T-BAS compared to low T-BAS participants. Results are discussed within a revised RST framework differentiating reward components from impulsivity.
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Affiliation(s)
| | | | - Philip J Corr
- Department of Psychology, City University London, London, United Kingdom
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10
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Blanch A, Aluja A, Blanco E, Balada F. Examining habituation of the startle reflex with the reinforcement sensitivity theory of personality. Psychophysiology 2016; 53:1535-41. [DOI: 10.1111/psyp.12725] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Accepted: 06/17/2016] [Indexed: 01/10/2023]
Affiliation(s)
- Angel Blanch
- Department of Psychology; University of Lleida; Lleida Spain
- Institute of Biomedical Research (IRB Lleida); Lieda Spain
| | - Anton Aluja
- Department of Psychology; University of Lleida; Lleida Spain
- Institute of Biomedical Research (IRB Lleida); Lieda Spain
| | - Eduardo Blanco
- Department of Psychology; University of Lleida; Lleida Spain
- Institute of Biomedical Research (IRB Lleida); Lieda Spain
| | - Ferran Balada
- Institute of Biomedical Research (IRB Lleida); Lieda Spain
- Departament de Psicobiologia; Institut de Neurociències, Universitat Autònoma de Barcelona; Spain
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11
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Pinheiro AP, Del Re E, Nestor PG, Mezin J, Rezaii N, McCarley RW, Gonçalves ÓF, Niznikiewicz M. Abnormal interactions between context, memory structure, and mood in schizophrenia: an ERP investigation. Psychophysiology 2015; 52:20-31. [PMID: 25047946 DOI: 10.1111/psyp.12289] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2014] [Accepted: 06/08/2014] [Indexed: 02/06/2023]
Abstract
This study used event-related potentials to examine interactions between mood, sentence context, and semantic memory structure in schizophrenia. Seventeen male chronic schizophrenia and 15 healthy control subjects read sentence pairs after positive, negative, or neutral mood induction. Sentences ended with expected words (EW), within-category violations (WCV), or between-category violations (BCV). Across all moods, patients showed sensitivity to context indexed by reduced N400 to EW relative to both WCV and BCV. However, they did not show sensitivity to the semantic memory structure. N400 abnormalities were particularly enhanced under a negative mood in schizophrenia. These findings suggest abnormal interactions between mood, context processing, and connections within semantic memory in schizophrenia, and a specific role of negative mood in modulating semantic processes in this disease.
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Affiliation(s)
- Ana P Pinheiro
- Neuropsychophysiology Laboratory, CIPsi, School of Psychology, University of Minho, Braga, Portugal; Cognitive Neuroscience Laboratory, Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
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12
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Blanch A, Balada F, Aluja A. Habituation in acoustic startle reflex: individual differences in personality. Int J Psychophysiol 2014; 91:232-9. [PMID: 24412342 DOI: 10.1016/j.ijpsycho.2014.01.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2013] [Revised: 12/20/2013] [Accepted: 01/02/2014] [Indexed: 10/25/2022]
Abstract
This study analyzed the relationship of individual differences in personality with habituation in the acoustic startle response (ASR). Data from nine trials in ASR to white noise bursts and a personality questionnaire based on the alternative big five personality approach were modelled with a latent growth curve (LCM) including intercept and slope habituation growth factors. There was a negative correlation between the intercept and slope, indicating that individuals with higher initial ASR levels had also a more pronounced and faster decrease in the ASR. Contrary to expectations, Extraversion and Sensation Seeking did not relate with habituation in ASR. Neuroticism and Aggressiveness related asymmetrically with the habituation rate in ASR. Higher levels of Neuroticism were related with faster habituation, whereas higher levels of Aggressiveness were related with slower habituation. Further studies with the LCM should be undertaken to clarify in a greater extent the association of personality with habituation in ASR.
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Affiliation(s)
- Angel Blanch
- Department of Psychology, University of Lleida, Spain; Institute of Biomedical Research (IRB Lleida), Spain.
| | - Ferran Balada
- Department of Psychology, University of Lleida, Spain; Institute of Biomedical Research (IRB Lleida), Spain; Department of Psychobiology, Institute of Neurosciences, Autonomous University of Barcelona, Spain
| | - Anton Aluja
- Department of Psychology, University of Lleida, Spain; Institute of Biomedical Research (IRB Lleida), Spain
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Koelsch S, Skouras S, Jentschke S. Neural correlates of emotional personality: a structural and functional magnetic resonance imaging study. PLoS One 2013; 8:e77196. [PMID: 24312166 PMCID: PMC3842312 DOI: 10.1371/journal.pone.0077196] [Citation(s) in RCA: 90] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2012] [Accepted: 09/03/2013] [Indexed: 11/18/2022] Open
Abstract
Studies addressing brain correlates of emotional personality have remained sparse, despite the involvement of emotional personality in health and well-being. This study investigates structural and functional brain correlates of psychological and physiological measures related to emotional personality. Psychological measures included neuroticism, extraversion, and agreeableness scores, as assessed using a standard personality questionnaire. As a physiological measure we used a cardiac amplitude signature, the so-called E κ value (computed from the electrocardiogram) which has previously been related to tender emotionality. Questionnaire scores and E κ values were related to both functional (eigenvector centrality mapping, ECM) and structural (voxel-based morphometry, VBM) neuroimaging data. Functional magnetic resonance imaging (fMRI) data were obtained from 22 individuals (12 females) while listening to music (joy, fear, or neutral music). ECM results showed that agreeableness scores correlated with centrality values in the dorsolateral prefrontal cortex, the anterior cingulate cortex, and the ventral striatum (nucleus accumbens). Individuals with higher E κ values (indexing higher tender emotionality) showed higher centrality values in the subiculum of the right hippocampal formation. Structural MRI data from an independent sample of 59 individuals (34 females) showed that neuroticism scores correlated with volume of the left amygdaloid complex. In addition, individuals with higher E κ showed larger gray matter volume in the same portion of the subiculum in which individuals with higher E κ showed higher centrality values. Our results highlight a role of the amygdala in neuroticism. Moreover, they indicate that a cardiac signature related to emotionality (E κ) correlates with both function (increased network centrality) and structure (grey matter volume) of the subiculum of the hippocampal formation, suggesting a role of the hippocampal formation for emotional personality. Results are the first to show personality-related differences using eigenvector centrality mapping, and the first to show structural brain differences for a physiological measure associated with personality.
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Affiliation(s)
- Stefan Koelsch
- Department of Psychology & Cluster Languages of Emotion, Freie Universität, Berlin, Germany
- * E-mail:
| | - Stavros Skouras
- Department of Psychology & Cluster Languages of Emotion, Freie Universität, Berlin, Germany
| | - Sebastian Jentschke
- Department of Psychology & Cluster Languages of Emotion, Freie Universität, Berlin, Germany
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Brumbaugh CC, Kothuri R, Marci C, Siefert C, Pfaff DD. Physiological Correlates of the Big 5: Autonomic Responses to Video Presentations. Appl Psychophysiol Biofeedback 2013; 38:293-301. [DOI: 10.1007/s10484-013-9234-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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15
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Servaas MN, van der Velde J, Costafreda SG, Horton P, Ormel J, Riese H, Aleman A. Neuroticism and the brain: A quantitative meta-analysis of neuroimaging studies investigating emotion processing. Neurosci Biobehav Rev 2013; 37:1518-29. [PMID: 23685122 DOI: 10.1016/j.neubiorev.2013.05.005] [Citation(s) in RCA: 83] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2013] [Revised: 04/03/2013] [Accepted: 05/07/2013] [Indexed: 11/18/2022]
Affiliation(s)
- Michelle N Servaas
- Neuroimaging Center, Department of Neuroscience, University of Groningen/University Medical Center Groningen, Antonius Deusinglaan 2, 9713 AW, Groningen, the Netherlands.
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Spielberg JM, De Leon AA, Bredemeier K, Heller W, Engels AS, Warren SL, Crocker LD, Sutton BP, Miller GA. Anxiety type modulates immediate versus delayed engagement of attention-related brain regions. Brain Behav 2013; 3:532-51. [PMID: 24392275 PMCID: PMC3869982 DOI: 10.1002/brb3.157] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2013] [Accepted: 06/28/2013] [Indexed: 11/30/2022] Open
Abstract
Background Habituation of the fear response, critical for the treatment of anxiety, is inconsistently observed during exposure to threatening stimuli. One potential explanation for this inconsistency is differential attentional engagement with negatively valenced stimuli as a function of anxiety type. Methods The present study tested this hypothesis by examining patterns of neural habituation associated with anxious arousal, characterized by panic symptoms and immediate engagement with negatively valenced stimuli, versus anxious apprehension, characterized by engagement in worry to distract from negatively valenced stimuli. Results As predicted, the two anxiety types evidenced distinct patterns of attentional engagement. Anxious arousal was associated with immediate activation in attention-related brain regions that habituated over time, whereas anxious apprehension was associated with delayed activation in attention-related brain regions that occurred only after habituation in a worry-related brain region. Conclusions Results further elucidate mechanisms involved in attention to negatively valenced stimuli and indicate that anxiety is a heterogeneous construct with regard to attention to such stimuli.
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Affiliation(s)
- Jeffrey M Spielberg
- University of Illinois at Urbana-Champaign Champaign, Illinois ; University of California Berkeley, California
| | - Angeline A De Leon
- University of Illinois at Urbana-Champaign Champaign, Illinois ; The Ohio State University Columbus, Ohio
| | | | - Wendy Heller
- University of Illinois at Urbana-Champaign Champaign, Illinois
| | - Anna S Engels
- University of Illinois at Urbana-Champaign Champaign, Illinois ; Pennsylvania State University University Park, Pennsylvania
| | - Stacie L Warren
- University of Illinois at Urbana-Champaign Champaign, Illinois
| | - Laura D Crocker
- University of Illinois at Urbana-Champaign Champaign, Illinois
| | | | - Gregory A Miller
- University of Illinois at Urbana-Champaign Champaign, Illinois ; University of Delaware Newark, Delaware ; University of Konstanz Konstanz, Germany
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17
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Physiological and psychological individual differences influence resting brain function measured by ASL perfusion. Brain Struct Funct 2013; 219:1673-84. [DOI: 10.1007/s00429-013-0593-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2013] [Accepted: 06/03/2013] [Indexed: 11/26/2022]
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Aoki R, Sato H, Katura T, Matsuda R, Koizumi H. Correlation between prefrontal cortex activity during working memory tasks and natural mood independent of personality effects: an optical topography study. Psychiatry Res 2013; 212:79-87. [PMID: 23489672 DOI: 10.1016/j.pscychresns.2012.10.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2012] [Revised: 08/24/2012] [Accepted: 10/11/2012] [Indexed: 11/18/2022]
Abstract
Interactions between mood and cognition have drawn much attention in the fields of psychology and neuroscience. Recent neuroimaging studies have examined a neural basis of the mood-cognition interaction that which emphasize the role of the prefrontal cortex (PFC). Although these studies have shown that natural mood variations among participants are correlated with PFC activity during cognitive tasks, they did not control for personality differences. Our aim in this study was to clarify the relationship between natural mood and PFC activity by partialling out the effects of personality. Forty healthy adults completed self-report questionnaires assessing natural mood (the Profile of Mood States) and personality (the NEO Five-Factor Inventory and the Behavioral Inhibition/Activation Systems scales). They performed verbal and spatial working memory (WM) tasks while their PFC activity was measured using optical topography, a non-invasive, low-constraint neuroimaging tool. Correlation analysis showed that the level of negative mood was inversely associated with PFC activity during the verbal WM task, which replicated our previous findings. Furthermore, the negative correlation between negative mood and PFC activity remained significant after controlling for participants' personality traits, suggesting that natural mood is an independent contributing factor of PFC activity during verbal WM tasks.
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Affiliation(s)
- Ryuta Aoki
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, 3-8-1 Komaba, Meguro-ku, Tokyo 153-8902, Japan
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The biological and psychological basis of neuroticism: Current status and future directions. Neurosci Biobehav Rev 2013; 37:59-72. [PMID: 23068306 DOI: 10.1016/j.neubiorev.2012.09.004] [Citation(s) in RCA: 139] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2011] [Revised: 09/05/2012] [Accepted: 09/10/2012] [Indexed: 11/22/2022]
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21
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Dresler T, Hindi Attar C, Spitzer C, Löwe B, Deckert J, Büchel C, Ehlis AC, Fallgatter AJ. Neural correlates of the emotional Stroop task in panic disorder patients: an event-related fMRI study. J Psychiatr Res 2012; 46:1627-34. [PMID: 23058446 DOI: 10.1016/j.jpsychires.2012.09.004] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2012] [Revised: 08/21/2012] [Accepted: 09/10/2012] [Indexed: 02/07/2023]
Abstract
Although being a standard tool to assess interference effects of disorder-specific words in clinical samples, the neural underpinnings of the emotional Stroop task are still not well understood and have hardly been investigated in experimental case-control studies. We therefore used functional magnetic resonance imaging (fMRI) to examine the attentional bias toward panic-related words in panic disorder (PD) patients and healthy controls. Twenty PD patients (with or without agoraphobia) and 23 healthy controls matched for age and gender performed an event-related emotional Stroop task with panic-related and neutral words while undergoing 3 Tesla fMRI. On the behavioral level, PD patients showed a significant emotional Stroop effect, i.e. color-naming of panic-related words was prolonged compared to neutral words. This effect was not observed in the control group. PD patients further differed from controls on the neural level in showing increased BOLD activity in the left inferior frontal gyrus in response to panic-related relative to neutral words. PD patients showed the expected attentional bias, i.e. an altered processing of disorder-specific stimuli. This emotional Stroop effect was paralleled by increased activation in the left prefrontal cortex which may indicate altered processing of emotional stimulus material.
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Affiliation(s)
- Thomas Dresler
- Department of Psychiatry and Psychotherapy, University of Tuebingen, Germany.
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22
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Kennis M, Rademaker AR, Geuze E. Neural correlates of personality: an integrative review. Neurosci Biobehav Rev 2012; 37:73-95. [PMID: 23142157 DOI: 10.1016/j.neubiorev.2012.10.012] [Citation(s) in RCA: 125] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2012] [Revised: 10/16/2012] [Accepted: 10/28/2012] [Indexed: 11/16/2022]
Abstract
This review examines the neural correlates of Gray's model (Gray and McNaughton, 2000; McNaughton and Corr, 2004), supplemented by a fourth dimension: constraint (Carver, 2005). The purpose of this review is to summarize findings from fMRI studies that tap on neural correlates of personality aspects in healthy subjects, in order to provide insight into the neural activity underlying human temperament. BAS-related personality traits were consistently reported to correlate positively to activity of the ventral and dorsal striatum and ventral PFC in response to positive stimuli. FFFS and BIS-related personality traits are positively correlated to activity in the amygdala in response to negative stimuli. There is limited evidence that constraint is associated with PFC and ACC activity. In conclusion, functional MRI research sheds some light on the specific neural networks underlying personality. It is clear that more sophisticated task paradigms are required, as well as personality questionnaires that effectively differentiate between BAS, FFFS, BIS, and constraint. Further research is proposed to potentially reveal new insight in the neural subsystems governing basic human behavior.
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Affiliation(s)
- Mitzy Kennis
- Research Centre-Military Mental Healthcare, Lundlaan 1, 3584 EZ Utrecht, The Netherlands.
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23
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Kapogiannis D, Sutin A, Davatzikos C, Costa P, Resnick S. The five factors of personality and regional cortical variability in the Baltimore longitudinal study of aging. Hum Brain Mapp 2012; 34:2829-40. [PMID: 22610513 DOI: 10.1002/hbm.22108] [Citation(s) in RCA: 84] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2011] [Revised: 02/28/2012] [Accepted: 03/26/2012] [Indexed: 12/11/2022] Open
Abstract
Although personality changes have been associated with brain lesions and atrophy caused by neurodegenerative diseases and aging, neuroanatomical correlates of personality in healthy individuals and their stability over time have received relatively little investigation. In this study, we explored regional gray matter (GM) volumetric associations of the five-factor model of personality. Eighty-seven healthy older adults took the NEO Personality Inventory and had brain MRI at two time points 2 years apart. We performed GM segmentation followed by regional analysis of volumes examined in normalized space map creation and voxel based morphometry-type statistical inference in SPM8. We created a regression model including all five factors and important covariates. Next, a conjunction analysis identified associations between personality scores and GM volumes that were replicable across time, also using cluster-level Family-Wise-Error correction. Larger right orbitofrontal and dorsolateral prefrontal cortices and rolandic operculum were associated with lower Neuroticism; larger left temporal, dorsolateral prefrontal, and anterior cingulate cortices with higher Extraversion; larger right frontopolar and smaller orbitofrontal and insular cortices with higher Openness; larger right orbitofrontal cortex with higher Agreeableness; larger dorsolateral prefrontal and smaller frontopolar cortices with higher Conscientiousness. In summary, distinct personality traits were associated with stable individual differences in GM volumes. As expected for higher-order traits, regions performing a large number of cognitive and affective functions were implicated. Our findings highlight personality-related variation that may be related to individual differences in brain structure that merit additional attention in neuroimaging research.
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Affiliation(s)
- Dimitrios Kapogiannis
- National Institute on Aging/National Institutes of Health, Clinical Research Branch, Baltimore, Maryland
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24
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Pinheiro AP, del Re E, Nestor PG, McCarley RW, Gonçalves ÓF, Niznikiewicz M. Interactions between mood and the structure of semantic memory: event-related potentials evidence. Soc Cogn Affect Neurosci 2012; 8:579-94. [PMID: 22434931 DOI: 10.1093/scan/nss035] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Recent evidence suggests that affect acts as modulator of cognitive processes and in particular that induced mood has an effect on the way semantic memory is used on-line. We used event-related potentials (ERPs) to examine affective modulation of semantic information processing under three different moods: neutral, positive and negative. Fifteen subjects read 324 pairs of sentences, after mood induction procedure with 30 pictures of neutral, 30 pictures of positive and 30 pictures of neutral valence: 108 sentences were read in each mood induction condition. Sentences ended with three word types: expected words, within-category violations, and between-category violations. N400 amplitude was measured to the three word types under each mood induction condition. Under neutral mood, a congruency (more negative N400 amplitude for unexpected relative to expected endings) and a category effect (more negative N400 amplitude for between- than to within-category violations) were observed. Also, results showed differences in N400 amplitude for both within- and between-category violations as a function of mood: while positive mood tended to facilitate the integration of unexpected but related items, negative mood made their integration as difficult as unexpected and unrelated items. These findings suggest the differential impact of mood on access to long-term semantic memory during sentence comprehension.
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Affiliation(s)
- Ana P Pinheiro
- Neuropsychophysiology Lab, CiPsi, School of Psychology, University of Minho, Braga, Portugal
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25
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Knyazev GG, Bocharov AV, Pylkova LV. Extraversion and fronto-posterior EEG spectral power gradient: An independent component analysis. Biol Psychol 2012; 89:515-24. [DOI: 10.1016/j.biopsycho.2011.12.023] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2011] [Revised: 12/15/2011] [Accepted: 12/23/2011] [Indexed: 11/29/2022]
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26
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Adelstein JS, Shehzad Z, Mennes M, DeYoung CG, Zuo XN, Kelly C, Margulies DS, Bloomfield A, Gray JR, Castellanos FX, Milham MP. Personality is reflected in the brain's intrinsic functional architecture. PLoS One 2011; 6:e27633. [PMID: 22140453 PMCID: PMC3227579 DOI: 10.1371/journal.pone.0027633] [Citation(s) in RCA: 200] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2010] [Accepted: 10/20/2011] [Indexed: 01/15/2023] Open
Abstract
Personality describes persistent human behavioral responses to broad classes of environmental stimuli. Investigating how personality traits are reflected in the brain's functional architecture is challenging, in part due to the difficulty of designing appropriate task probes. Resting-state functional connectivity (RSFC) can detect intrinsic activation patterns without relying on any specific task. Here we use RSFC to investigate the neural correlates of the five-factor personality domains. Based on seed regions placed within two cognitive and affective ‘hubs’ in the brain—the anterior cingulate and precuneus—each domain of personality predicted RSFC with a unique pattern of brain regions. These patterns corresponded with functional subdivisions responsible for cognitive and affective processing such as motivation, empathy and future-oriented thinking. Neuroticism and Extraversion, the two most widely studied of the five constructs, predicted connectivity between seed regions and the dorsomedial prefrontal cortex and lateral paralimbic regions, respectively. These areas are associated with emotional regulation, self-evaluation and reward, consistent with the trait qualities. Personality traits were mostly associated with functional connections that were inconsistently present across participants. This suggests that although a fundamental, core functional architecture is preserved across individuals, variable connections outside of that core encompass the inter-individual differences in personality that motivate diverse responses.
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Affiliation(s)
- Jonathan S. Adelstein
- Phyllis Green and Randolph Cōwen Institute for Pediatric Neuroscience at the NYU Child Study Center, New York University Langone Medical Center, New York, New York, United States of America
| | - Zarrar Shehzad
- Department of Psychology, Yale University, New Haven, Connecticut, United States of America
| | - Maarten Mennes
- Phyllis Green and Randolph Cōwen Institute for Pediatric Neuroscience at the NYU Child Study Center, New York University Langone Medical Center, New York, New York, United States of America
| | - Colin G. DeYoung
- Department of Psychology, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Xi-Nian Zuo
- Phyllis Green and Randolph Cōwen Institute for Pediatric Neuroscience at the NYU Child Study Center, New York University Langone Medical Center, New York, New York, United States of America
- Laboratory for Functional Connectome and Development, Key Laboratory of Behavioral Sciences, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
| | - Clare Kelly
- Phyllis Green and Randolph Cōwen Institute for Pediatric Neuroscience at the NYU Child Study Center, New York University Langone Medical Center, New York, New York, United States of America
| | - Daniel S. Margulies
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
- Mind and Brain Institute, Humboldt University, Berlin, Germany
| | - Aaron Bloomfield
- Phyllis Green and Randolph Cōwen Institute for Pediatric Neuroscience at the NYU Child Study Center, New York University Langone Medical Center, New York, New York, United States of America
| | - Jeremy R. Gray
- Department of Psychology, Yale University, New Haven, Connecticut, United States of America
| | - F. Xavier Castellanos
- Phyllis Green and Randolph Cōwen Institute for Pediatric Neuroscience at the NYU Child Study Center, New York University Langone Medical Center, New York, New York, United States of America
- Nathan Kline Institute for Psychiatric Research, Orangeburg, New York, United States of America
| | - Michael P. Milham
- Nathan Kline Institute for Psychiatric Research, Orangeburg, New York, United States of America
- Center for the Developing Brain, Child Mind Institute, New York, New York, United States of America
- * E-mail:
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27
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Brühl AB, Viebke MC, Baumgartner T, Kaffenberger T, Herwig U. Neural correlates of personality dimensions and affective measures during the anticipation of emotional stimuli. Brain Imaging Behav 2011; 5:86-96. [PMID: 21264550 DOI: 10.1007/s11682-011-9114-7] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Neuroticism and extraversion are proposed personality dimensions for individual emotion processing. Neuroticism is correlated with depression and anxiety disorders, implicating a common neurobiological basis. Extraversion is rather inversely correlated with anxiety and depression. We examined neural correlates of personality in relation to depressiveness and anxiety in healthy adult subjects with functional magnetic resonance imaging during the cued anticipation of emotional stimuli. Distributed particularly prefrontal but also other cortical regions and the thalamus were associated with extraversion. Parieto-occipital and temporal regions and subcortically the caudate were correlated with neuroticism and affective measures. Neuroticism-related regions were partially cross-correlated with anxiety and depression and vice versa. Extraversion-related activity was not correlated with the other measures. The neural correlates of extraversion compared with those of neuroticism and affective measures fit with concepts of different neurobiological bases of the personality dimensions and point at predispositions for affective disorders.
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Affiliation(s)
- Annette Beatrix Brühl
- Clinic for Social and General Psychiatry, Psychiatric University Hospital Zürich, Militärstrasse 8, 8021, Zürich, Switzerland.
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28
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Frewen PA, Dozois DJA, Neufeld RWJ, Densmore M, Stevens TK, Lanius RA. Neuroimaging social emotional processing in women: fMRI study of script-driven imagery. Soc Cogn Affect Neurosci 2011; 6:375-92. [PMID: 20525743 PMCID: PMC3110434 DOI: 10.1093/scan/nsq047] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2010] [Accepted: 05/07/2010] [Indexed: 12/21/2022] Open
Abstract
Emotion theory emphasizes the distinction between social vs non-social emotional-processing (E-P) although few functional neuroimaging studies have examined whether the neural systems that mediate social vs non-social E-P are similar or distinct. The present fMRI study of script-driven imagery in 20 women demonstrates that social E-P, independent of valence, more strongly recruits brain regions involved in social- and self-referential processing, specifically the dorsomedial prefrontal cortex, posterior cingulate/precuneus, bilateral temporal poles, bilateral temporoparietal junction and right amygdala. Functional response within brain regions involved in E-P was also significantly more pronounced during negatively relative to positively valenced E-P. Finally, the effect for social E-P was increased for positive relative to negative stimuli in many of these same regions. Future research directions for social and affective neuroscience are discussed.
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Affiliation(s)
- Paul A Frewen
- Department of Psychology, University of Western Ontario, London, Ontario, Canada.
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29
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Ehlis AC, Bauernschmitt K, Dresler T, Hahn T, Herrmann MJ, Röser C, Romanos M, Warnke A, Gerlach M, Lesch KP, Fallgatter AJ, Renner TJ. Influence of a genetic variant of the neuronal growth associated protein Stathmin 1 on cognitive and affective control processes: an event-related potential study. Am J Med Genet B Neuropsychiatr Genet 2011; 156B:291-302. [PMID: 21438138 DOI: 10.1002/ajmg.b.31161] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2010] [Accepted: 11/30/2010] [Indexed: 11/06/2022]
Abstract
Stathmin 1 (STMN1) is a neuronal growth associated protein (NGAP) that is involved in microtubule dynamics and plays an important role in neurite outgrowth and synaptic plasticity. It is highly expressed in the amygdala, but also in different areas of the neocortex including the frontal lobe. Based on previous findings regarding an impact of STMN1 on fear processing, the present study aimed at extending the evidence concerning its functional role to include the domain of executive (frontal lobe) functions. To this end, a group of 59 healthy volunteers stratified for the single-nucleotide polymorphism rs182455 of the STMN1 gene was examined by means of three experimental paradigms probing different aspects of cognitive-affective functioning. Event-related potential measures of cognitive response control, emotional interference processing, and action monitoring were analyzed. STMN1 genotype significantly affected the NoGo-anteriorization (NGA)-a neurophysiological marker of cognitive response control associated with medial prefrontal cortex activation-as well as the modulation of the P300 by the valence of emotional Stroop stimuli. In both cases, carriers of the rs182455 C-allele showed altered cognitive-affective processing; effects appeared to be more pronounced in females. Our findings indicate a functional impact of STMN1 on cognitive and affective control processes, thereby complementing previous evidence on its role in fear processing. Based on these results, an influence of STMN1 should be considered in studies aiming at the etiopathogenesis of a broad range of neuropsychiatric disorders with dysfunctional networking, including neurodegenerative disorders as well as schizophrenia, autism spectrum disorders, anxiety disorders, depression, and ADHD.
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Affiliation(s)
- Ann-Christine Ehlis
- Department of Psychiatry, Psychosomatics and Psychotherapy, University of Wuerzburg, Germany.
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30
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Aoki R, Sato H, Katura T, Utsugi K, Koizumi H, Matsuda R, Maki A. Relationship of negative mood with prefrontal cortex activity during working memory tasks: an optical topography study. Neurosci Res 2011; 70:189-96. [PMID: 21382424 DOI: 10.1016/j.neures.2011.02.011] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2010] [Revised: 02/24/2011] [Accepted: 02/25/2011] [Indexed: 12/27/2022]
Abstract
Mood has a substantial impact on cognitive functions. Although studies have shown that the interaction between mood and cognition is mediated by the prefrontal cortex (PFC), little is known about how naturalistic mood in everyday life is associated with PFC activity during cognitive tasks. We investigated whether inter-individual variation in perceived mood under current life situations (recent week) is related to PFC activity during working memory (WM) tasks in healthy adults. Levels of positive and negative moods were quantified with the Profile of Mood States (POMS) questionnaire. PFC activities during verbal and spatial WM tasks were measured by optical topography (OT), a non-invasive low-constraint neuroimaging tool, to minimize experimental intervention in participants' moods. Group-average analysis showed significant activations in the bilateral dorsolateral PFC in both WM tasks. Correlation analysis revealed that the participants reporting higher levels of negative moods showed lower levels of PFC activity during the verbal WM task but not during the spatial WM task. This relationship was significant even after controlling for possible confounding factors such as age, gender, and task performance. Our results suggest that verbal WM is linked with naturalistic negative mood and that the PFC is involved in the mood-cognition interaction in daily circumstances.
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Affiliation(s)
- Ryuta Aoki
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, 3-8-1 Komaba, Tokyo 153-8902, Japan.
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31
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Mittermeier V, Leicht G, Karch S, Hegerl U, Möller HJ, Pogarell O, Mulert C. Attention to emotion: auditory-evoked potentials in an emotional choice reaction task and personality traits as assessed by the NEO FFI. Eur Arch Psychiatry Clin Neurosci 2011; 261:111-20. [PMID: 20661744 DOI: 10.1007/s00406-010-0127-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2009] [Accepted: 07/06/2010] [Indexed: 11/30/2022]
Abstract
Several studies suggest that attention to emotional content is related to specific changes in central information processing. In particular, event-related potential (ERP) studies focusing on emotion recognition in pictures and faces or word processing have pointed toward a distinct component of the visual-evoked potential, the EPN ('early posterior negativity'), which has been shown to be related to attention to emotional content. In the present study, we were interested in the existence of a corresponding ERP component in the auditory modality and a possible relationship with the personality dimension extraversion-introversion, as assessed by the NEO Five-Factors Inventory. We investigated 29 healthy subjects using three types of auditory choice tasks: (1) the distinction of syllables with emotional intonation, (2) the identification of the emotional content of adjectives and (3) a purely cognitive control task. Compared with the cognitive control task, emotional paradigms using auditory stimuli evoked an EPN component with a distinct peak after 170 ms (EPN 170). Interestingly, subjects with high scores in the personality trait extraversion showed significantly higher EPN amplitudes for emotional paradigms (syllables and words) than introverted subjects.
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32
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Elliott R, Zahn R, Deakin JFW, Anderson IM. Affective cognition and its disruption in mood disorders. Neuropsychopharmacology 2011; 36:153-82. [PMID: 20571485 PMCID: PMC3055516 DOI: 10.1038/npp.2010.77] [Citation(s) in RCA: 202] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2010] [Revised: 04/23/2010] [Accepted: 05/03/2010] [Indexed: 01/13/2023]
Abstract
In this review, we consider affective cognition, responses to emotional stimuli occurring in the context of cognitive evaluation. In particular, we discuss emotion categorization, biasing of memory and attention, as well as social/moral emotion. We discuss limited neuropsychological evidence suggesting that affective cognition depends critically on the amygdala, ventromedial frontal cortex, and the connections between them. We then consider neuroimaging studies of affective cognition in healthy volunteers, which have led to the development of more sophisticated neural models of these processes. Disturbances of affective cognition are a core and specific feature of mood disorders, and we discuss the evidence supporting this claim, both from behavioral and neuroimaging perspectives. Serotonin is considered to be a key neurotransmitter involved in depression, and there is a considerable body of research exploring whether serotonin may mediate disturbances of affective cognition. The final section presents an overview of this literature and considers implications for understanding the pathophysiology of mood disorder as well as developing and evaluating new treatment strategies.
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Affiliation(s)
- Rebecca Elliott
- Neuroscience and Psychiatry Unit, School of Community-Based Medicine, University of Manchester, Manchester, UK.
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33
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Rostral anterior cingulate activity generates posterior versus anterior theta activity linked to agentic extraversion. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2010; 11:172-85. [DOI: 10.3758/s13415-010-0019-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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34
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Knyazev GG. Antero-posterior EEG spectral power gradient as a correlate of extraversion and behavioral inhibition. Open Neuroimag J 2010; 4:114-20. [PMID: 21673979 PMCID: PMC3111705 DOI: 10.2174/1874440001004010114] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2009] [Revised: 01/18/2010] [Accepted: 01/22/2010] [Indexed: 12/02/2022] Open
Abstract
Several studies have shown that individual-specific patterns of cortical spectral power distribution are relatively stable across time and experimental conditions. The antero-posterior EEG spectral power gradient (APSPG) emerged as the most prominent feature associated with important personality characteristics. In this study this phenomenon is further investigated in relation to its stability and association with different personality traits. It has been shown that APSPG is generally more pronounced during resting baseline than during inter-trial interval and post-stimulus period. Its association with personality variables is similar for different frequency bands and is mostly preserved during different experimental conditions. Relatively higher oscillatory activity in frontal than in posterior cortical sites is more frequently observed in subjects with higher behavioral inhibition (BIS) and lower Sociability. Source localization analysis showed that both high BIS/low Sociability and high APSPG are associated with higher oscillatory activity in medial cortices associated with emotion processing (mostly the cingulate gyrus). This association could be tentatively explained by higher vigilance and emotional tension in introverted and behaviorally inhibited subjects.
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Affiliation(s)
- Gennady G Knyazev
- Institute of Physiology, Siberian Branch of the Russian Academy of Medical Sciences, Novosibirsk, Russia
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35
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Feinstein JS, Stein MB, Paulus MP. Anterior insula reactivity during certain decisions is associated with neuroticism. Soc Cogn Affect Neurosci 2010; 1:136-42. [PMID: 18985124 DOI: 10.1093/scan/nsl016] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/19/2006] [Indexed: 11/14/2022] Open
Abstract
Neuroticism is a core personality trait that profoundly affects how individuals interpret and interact with their environment. Understanding neuroticism at a neurobiological level will be an important step toward identifying novel vulnerability factors for psychiatric illnesses such as depression and anxiety. Along these lines, recent work has identified neural activation patterns within the right anterior insula that correlates with an individual's degree of neuroticism. The present study aims to further characterize the circumstances under which neuroticism modulates insular activity. Sixteen healthy participants underwent functional magnetic resonance imaging while playing a card game with varying degrees of outcome uncertainty. Activation within the bilateral anterior insula was found during all decisions, irrespective of uncertainty. However, a significant positive correlation between neuroticism and anterior insula activity was found only during 'certain decisions' (i.e. situations where the most probable outcome was clearly evident). Moreover, an increase in the right anterior insula activity during certain decisions was related to a behavioral mirroring effect such that the response latency for certain decisions approached the response latency for uncertain decisions. These findings suggest that increasing levels of neuroticism modulate neural activation in such a way that the brain interprets certainty as uncertain.
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Affiliation(s)
- Justin S Feinstein
- Laboratory of Biological Dynamics and Theoretical Medicine, University of California, San Diego, USA
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36
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Resting EEG signatures of agentic extraversion: New results and meta-analytic integration. JOURNAL OF RESEARCH IN PERSONALITY 2010. [DOI: 10.1016/j.jrp.2009.12.004] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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37
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Suslow T, Kugel H, Reber H, Bauer J, Dannlowski U, Kersting A, Arolt V, Heindel W, Ohrmann P, Egloff B. Automatic brain response to facial emotion as a function of implicitly and explicitly measured extraversion. Neuroscience 2010; 167:111-23. [PMID: 20144695 DOI: 10.1016/j.neuroscience.2010.01.038] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2009] [Revised: 01/19/2010] [Accepted: 01/20/2010] [Indexed: 01/23/2023]
Affiliation(s)
- T Suslow
- Department of Psychiatry, University of Münster, Münster, Germany.
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38
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Jagiellowicz J, Xu X, Aron A, Aron E, Cao G, Feng T, Weng X. The trait of sensory processing sensitivity and neural responses to changes in visual scenes. Soc Cogn Affect Neurosci 2010; 6:38-47. [PMID: 20203139 DOI: 10.1093/scan/nsq001] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
This exploratory study examined the extent to which individual differences in sensory processing sensitivity (SPS), a temperament/personality trait characterized by social, emotional and physical sensitivity, are associated with neural response in visual areas in response to subtle changes in visual scenes. Sixteen participants completed the Highly Sensitive Person questionnaire, a standard measure of SPS. Subsequently, they were tested on a change detection task while undergoing functional magnetic resonance imaging (fMRI). SPS was associated with significantly greater activation in brain areas involved in high-order visual processing (i.e. right claustrum, left occipitotemporal, bilateral temporal and medial and posterior parietal regions) as well as in the right cerebellum, when detecting minor (vs major) changes in stimuli. These findings remained strong and significant after controlling for neuroticism and introversion, traits that are often correlated with SPS. These results provide the first evidence of neural differences associated with SPS, the first direct support for the sensory aspect of this trait that has been studied primarily for its social and affective implications, and preliminary evidence for heightened sensory processing in individuals high in SPS.
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Affiliation(s)
- Jadzia Jagiellowicz
- Department of Psychology, Stony Brook University, Stony Brook, NY 11794-2500, USA.
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39
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Neuroticism and psychopathy predict brain activation during moral and nonmoral emotion regulation. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2009; 9:1-15. [PMID: 19246323 DOI: 10.3758/cabn.9.1.1] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Functional neuroimaging has identified brain regions associated with voluntary regulation of emotion, including the prefrontal cortex and amygdala. The neural mechanisms underlying individual differences in emotion regulation have not been extensively studied. We investigated the neural correlates of neuroticism and psychopathic personality traits in the context of an emotion regulation task. Results showed that amygdala activity elicited by unpleasant pictures was positively correlated with neuroticism and negatively correlated with a specific psychopathic trait related to emotional underreactivity. During active attempts to decrease emotional responses to unpleasant pictures, superior and ventrolateral prefrontal activity was positively correlated with psychopathy, but not with neuroticism. In contrast, dorsolateral prefrontal activity was positively correlated with neuroticism, but not with psychopathy. Psychopathy was also negatively correlated with medial prefrontal activity in response to pictures depicting moral violations, suggesting reduced emotional responses to moral stimuli in individuals with high levels of psychopathic traits. These results demonstrate dissociable influences of different personality traits on neural activity associated with responses to emotional stimuli and on the recruitment of regulation-related brain activity during the active down-regulation of responses to negative emotional stimuli. These results have implications for the etiology of trait-based psychopathology involving emotional dysregulation.
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Farah MJ, Smith ME, Gawuga C, Lindsell D, Foster D. Brain imaging and brain privacy: a realistic concern? J Cogn Neurosci 2009; 21:119-27. [PMID: 18476762 DOI: 10.1162/jocn.2009.21010] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Functional neuroimaging has been used to study a wide array of psychological traits, including aspects of personality and intelligence. Progress in identifying the neural correlates of individual differences in such traits, for the sake of basic science, has moved us closer to the applied science goal of measuring them and thereby raised ethical concerns about privacy. How realistic are such concerns given the current state of the art? In this article, we describe the statistical basis of the measurement of psychological traits using functional neuroimaging and examine the degree to which current functional neuroimaging protocols could be used for this purpose. By analyzing the published data from 16 studies, we demonstrate that the use of imaging to gather information about an individual's psychological traits is already possible, but to an extremely limited extent.
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Affiliation(s)
- Martha J Farah
- University of Pennsylvania, Philadelphia, PA 19104, USA.
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41
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Thomson P, Keehn EB, Gumpel TP. Generators and Interpretors in a Performing Arts Population: Dissociation, Trauma, Fantasy Proneness, and Affective States. CREATIVITY RESEARCH JOURNAL 2009. [DOI: 10.1080/10400410802633533] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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42
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Pain-related effects of trait anger expression: neural substrates and the role of endogenous opioid mechanisms. Neurosci Biobehav Rev 2008; 33:475-91. [PMID: 19146872 DOI: 10.1016/j.neubiorev.2008.12.003] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2008] [Revised: 10/17/2008] [Accepted: 12/15/2008] [Indexed: 11/23/2022]
Abstract
Literature is reviewed indicating that greater tendency to manage anger via direct verbal or physical expression (trait anger-out) is associated with increased acute and chronic pain responsiveness. Neuroimaging data are overviewed supporting overlapping neural circuits underlying regulation of both pain and anger, consisting of brain regions including the rostral anterior cingulate cortex, orbitofrontal cortex, anterior insula, amygdala, and periaqueductal gray. These circuits provide a potential neural basis for observed positive associations between anger-out and pain responsiveness. The role of endogenous opioids in modulating activity in these interlinked brain regions is explored, and implications for understanding pain-related effects of anger-out are described. An opioid dysfunction hypothesis is presented in which inadequate endogenous opioid inhibitory activity in these brain regions contributes to links between trait anger-out and pain. A series of studies is presented that supports the opioid dysfunction hypothesis, further suggesting that gender and genetic factors may moderate these effects. Finally, possible implications of interactions between trait anger-out and state behavioral anger expression on endogenous opioid analgesic activity are described.
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Miu AC, Miclea M, Houser D. Anxiety and decision-making: Toward a neuroeconomics perspective. NEUROECONOMICS 2008. [DOI: 10.1016/s0731-2199(08)20003-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
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Chiu PH, Holmes AJ, Pizzagalli DA. Dissociable recruitment of rostral anterior cingulate and inferior frontal cortex in emotional response inhibition. Neuroimage 2008; 42:988-97. [PMID: 18556218 DOI: 10.1016/j.neuroimage.2008.04.248] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2007] [Revised: 04/22/2008] [Accepted: 04/24/2008] [Indexed: 10/22/2022] Open
Abstract
The integrity of decision-making under emotionally evocative circumstances is critical to navigating complex environments, and dysfunctions in these processes may play an important role in the emergence and maintenance of various psychopathologies. The goal of the present study was to examine the spatial and temporal dynamics of neural responses to emotional stimuli and emotion-modulated response inhibition. High-density event-related brain potentials (ERPs) were measured as participants (N=25) performed an emotional Go/NoGo task that required button presses to words of a "target" emotional valence (i.e., positive, negative, neutral) and response inhibition to words of a different "distractor" valence. Using scalp ERP analyses in conjunction with source-localization techniques, we identified distinct neural responses associated with affective salience and affect-modulated response inhibition, respectively. Both earlier (approximately 300 ms) and later (approximately 700 ms) ERP components were enhanced with successful response inhibition to emotional distractors. Only ERPs to target stimuli differentiated affective from neutral cues. Moreover, source localization analyses revealed right ventral lateral prefrontal cortex (VLPFC) activation in affective response inhibition regardless of emotional valence, whereas rostral anterior cingulate activation (rACC) was potentiated by emotional valence but was not modulated by response inhibition. This dissociation was supported by a significant Region x Trial Type x Emotion interaction, confirming that distinct regional dynamics characterize neural responses to affective valence and affective response-inhibition. The results are discussed in the context of an emerging affective neuroscience literature and implications for understanding psychiatric pathologies characterized by a detrimental susceptibility to emotional cues, with an emphasis on major depressive disorder.
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Affiliation(s)
- Pearl H Chiu
- Department of Psychology, Harvard University, Cambridge, MA 02138, USA.
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45
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Haas BW, Canli T. Emotional memory function, personality structure and psychopathology: a neural system approach to the identification of vulnerability markers. ACTA ACUST UNITED AC 2008; 58:71-84. [PMID: 18359090 DOI: 10.1016/j.brainresrev.2007.10.014] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2007] [Revised: 10/12/2007] [Accepted: 10/30/2007] [Indexed: 11/19/2022]
Abstract
It is well established that emotional events are ingrained stronger into memory relative to neutral events. Facilitated emotional memory is highly variable between individuals within the normal population and is particularly exacerbated in those diagnosed with mood and anxiety disorders. In order to elucidate how variation of enhanced emotional memory within the normal population may manifest into psychopathological states, we explored the convergence between studies investigating the neural systems engaged in emotional memory facilitation and studies investigating how these systems differ from person to person. Converging evidence highlights the roles of three neural systems (1. Amygdala function and attention, 2. Neuroendocrine function, 3. Interactive effects with mood) that all govern emotional memory facilitation and are highly variable between individuals as a function of personality. We applied this neural system approach to models of vulnerability of three forms of psychopathology that are particularly characterized by atypical emotional memory function (depression, generalized anxiety disorder and post-traumatic stress disorder). This application suggests that the incorporation of known vulnerability markers across psychological, neuroimaging and neuroendocrinological domains is cardinal to how susceptibility is conceptualized and assessed in these disorders.
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Affiliation(s)
- Brian W Haas
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
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Canli T, Congdon E, Todd Constable R, Lesch KP. Additive effects of serotonin transporter and tryptophan hydroxylase-2 gene variation on neural correlates of affective processing. Biol Psychol 2008; 79:118-25. [PMID: 18314252 DOI: 10.1016/j.biopsycho.2008.01.004] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2007] [Revised: 01/16/2008] [Accepted: 01/17/2008] [Indexed: 10/22/2022]
Abstract
Individual differences in brain response to emotional stimuli have previously been associated with gene variations within the serotonin transporter (5-HTT) and tryptophan hydroxylase-2 (TPH2) genes. We recently reported that these two genes exhibit an additive effect, based on recordings of event-related potentials (ERPs) from individuals viewing emotional scenes. The current study was designed to replicate and extent this initial report in an independent study sample, and use functional magnetic resonance imaging (fMRI) to identify specific neural loci that may mediate the 5-HTT-TPH2 additive effect. Furthermore, we sought to obtain convergent evidence for a gene-gene additive effect by collecting fMRI data from the same individuals engaged in two different cognitive-affective tasks, using emotional and neutral facial expressions and word stimuli. We found evidence for an additive effect of 5-HTT-TPH2 genotype, which was most robust in the putamen, a region rich in both 5-HTT and TPH2 protein, but was also observed in the amygdala at a less stringent threshold, and in other cortical regions. The additive effect was more robust effect for visuospatial than for verbal stimuli, and more robust for negatively than for positively valenced stimuli. These findings confirm and extend the additive effect of two critical genes in the serotonergic regulation of neural processing of affective stimuli, and identify the striatum as a critical site where is gene-gene regulation takes place.
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Affiliation(s)
- Turhan Canli
- Department of Psychology, Stony Brook University, Stony Brook, NY 11794-2500, USA.
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Barnes KA, Kaplan LA, Vaidya CJ. Developmental Differences in Cognitive Control of Socio-Affective Processing. Dev Neuropsychol 2007; 32:787-807. [DOI: 10.1080/87565640701539576] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Touryan SR, Johnson MK, Mitchell KJ, Farb N, Cunningham WA, Raye CL. The influence of self-regulatory focus on encoding of, and memory for, emotional words. Soc Neurosci 2007; 2:14-27. [DOI: 10.1080/17470910601046829] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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49
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Yücel M, Harrison BJ, Wood SJ, Fornito A, Clarke K, Wellard RM, Cotton S, Pantelis C. State, trait and biochemical influences on human anterior cingulate function. Neuroimage 2007; 34:1766-73. [PMID: 17189705 DOI: 10.1016/j.neuroimage.2006.08.057] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2006] [Revised: 08/17/2006] [Accepted: 08/24/2006] [Indexed: 12/30/2022] Open
Abstract
The dorsal part of the human anterior cingulate cortex (dACC) is reliably activated in situations requiring cognitive control, especially during states of conflict. However, little is known about how individual differences in the neural characteristics of the dACC and major dimensions of behavior, affect this brain response. We recruited 28 healthy adults and employed a multi-modal neuroimaging approach combined with a task designed to specifically activate the human dACC and statistical path analysis to demonstrate clear roles for intelligence, personality and concentrations of neuronal N-acetylaspartate in determining dACC activation. These influences were comparable in magnitude to those associated with the experience of conflict. Our findings extend current understandings of the neural substrates of cognitive control by modeling the effect of neuronal viability, intelligence, and personality, on dACC activation. They also highlight the importance of considering enduring personal characteristics when mapping human brain-behavior relationships.
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Affiliation(s)
- Murat Yücel
- Melbourne Neuropsychiatry Centre, Australia.
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50
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Neuroanatomical correlates of personality in the elderly. Neuroimage 2007; 35:263-72. [PMID: 17229578 DOI: 10.1016/j.neuroimage.2006.11.039] [Citation(s) in RCA: 73] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2006] [Revised: 11/08/2006] [Accepted: 11/09/2006] [Indexed: 10/23/2022] Open
Abstract
Extraversion and neuroticism are two important and frequently studied dimensions of human personality. They describe individual differences in emotional responding that are quite stable across the adult lifespan. Neuroimaging research has begun to provide evidence that neuroticism and extraversion have specific neuroanatomical correlates within the cerebral cortex and amygdala of young adults. However, these brain areas undergo alterations in size with aging, which may influence the nature of these personality factor-brain structure associations in the elderly. One study in the elderly demonstrated associations between perisylvian cortex structure and measures of self transcendence [Kaasinen, V., Maguire, R.P., Kurki, T., Bruck, A., Rinne, J.O., 2005. Mapping brain structure and personality in late adulthood. NeuroImage 24, 315-322], but the neuroanatomical correlates of extraversion and neuroticism, or other measures of the Five Factor Model of personality have not been explored. The purpose of the present study was to investigate the structural correlates of neuroticism and extraversion in healthy elderly subjects (n=29) using neuroanatomic measures of the cerebral cortex and amygdala. We observed that the thickness of specific lateral prefrontal cortex (PFC) regions, but not amygdala volume, correlates with measures of extraversion and neuroticism. The results suggest differences in the regional neuroanatomic correlates of specific personality traits with aging. We speculate that this relates to the influences of age-related structural changes in the PFC.
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