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Zhang S, Zhang J. The Association of DRD2 with Insight Problem Solving. Front Psychol 2016; 7:1865. [PMID: 27933030 PMCID: PMC5121534 DOI: 10.3389/fpsyg.2016.01865] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2016] [Accepted: 11/10/2016] [Indexed: 11/15/2022] Open
Abstract
Although the insight phenomenon has attracted great attention from psychologists, it is still largely unknown whether its variation in well-functioning human adults has a genetic basis. Several lines of evidence suggest that genes involved in dopamine (DA) transmission might be potential candidates. The present study explored for the first time the association of dopamine D2 receptor gene (DRD2) with insight problem solving. Fifteen single-nucleotide polymorphisms (SNPs) covering DRD2 were genotyped in 425 unrelated healthy Chinese undergraduates, and were further tested for association with insight problem solving. Both single SNP and haplotype analysis revealed several associations of DRD2 SNPs and haplotypes with insight problem solving. In conclusion, the present study provides the first evidence for the involvement of DRD2 in insight problem solving, future studies are necessary to validate these findings.
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Affiliation(s)
- Shun Zhang
- Department of Psychology, Shandong Normal University Jinan, China
| | - Jinghuan Zhang
- Department of Psychology, Shandong Normal University Jinan, China
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Llewellyn S. Crossing the invisible line: De-differentiation of wake, sleep and dreaming may engender both creative insight and psychopathology. Conscious Cogn 2016; 46:127-147. [DOI: 10.1016/j.concog.2016.09.018] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2016] [Accepted: 09/13/2016] [Indexed: 12/21/2022]
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Kizilirmak JM, Thuerich H, Folta-Schoofs K, Schott BH, Richardson-Klavehn A. Neural Correlates of Learning from Induced Insight: A Case for Reward-Based Episodic Encoding. Front Psychol 2016; 7:1693. [PMID: 27847490 PMCID: PMC5088210 DOI: 10.3389/fpsyg.2016.01693] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2016] [Accepted: 10/13/2016] [Indexed: 12/03/2022] Open
Abstract
Experiencing insight when solving problems can improve memory formation for both the problem and its solution. The underlying neural processes involved in this kind of learning are, however, thus far insufficiently understood. Here, we conceptualized insight as the sudden understanding of a novel relationship between known stimuli that fits into existing knowledge and is accompanied by a positive emotional response. Hence, insight is thought to comprise associative novelty, schema congruency, and intrinsic reward, all of which are separately known to enhance memory performance. We examined the neural correlates of learning from induced insight with functional magnetic resonance imaging (fMRI) using our own version of the compound-remote-associates-task (CRAT) in which each item consists of three clue words and a solution word. (Pseudo-)Solution words were presented after a brief period of problem-solving attempts to induce either sudden comprehension (CRA items) or continued incomprehension (control items) at a specific time point. By comparing processing of the solution words of CRA with control items, we found induced insight to elicit activation of the rostral anterior cingulate cortex/medial prefrontal cortex (rACC/mPFC) and left hippocampus. This pattern of results lends support to the role of schema congruency (rACC/mPFC) and associative novelty (hippocampus) in the processing of induced insight. We propose that (1) the mPFC not only responds to schema-congruent information, but also to the detection of novel schemata, and (2) that the hippocampus responds to a form of associative novelty that is not just a novel constellation of familiar items, but rather comprises a novel meaningful relationship between the items—which was the only difference between our insight and no insight conditions. To investigate episodic long-term memory encoding, we compared CRA items whose solution word was recognized 24 h after encoding to those with forgotten solutions. We found activation in the left striatum and parts of the left amygdala, pointing to a potential role of brain reward circuitry in the encoding of the solution words. We propose that learning from induced insight mainly relies on the amygdala evaluating the internal value (as an affective evaluation) of the suddenly comprehended information, and striatum-dependent reward-based learning.
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Affiliation(s)
- Jasmin M Kizilirmak
- Cognitive Neuroscience Lab, Institute of Psychology, University of Hildesheim Hildesheim, Germany
| | - Hannes Thuerich
- Memory and Consciousness Research Group, Department of Neurology, Otto-von-Guericke University of Magdeburg Magdeburg, Germany
| | - Kristian Folta-Schoofs
- Cognitive Neuroscience Lab, Institute of Psychology, University of Hildesheim Hildesheim, Germany
| | - Björn H Schott
- Leibniz Institute for Neurobiology, Department of Behavioral NeurologyMagdeburg, Germany; Department of Psychiatry, Charité University HospitalBerlin, Germany
| | - Alan Richardson-Klavehn
- Memory and Consciousness Research Group, Department of Neurology, Otto-von-Guericke University of Magdeburg Magdeburg, Germany
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Shen W, Yuan Y, Liu C, Zhang X, Luo J, Gong Z. Is creative insight task-specific? A coordinate-based meta-analysis of neuroimaging studies on insightful problem solving. Int J Psychophysiol 2016; 110:81-90. [PMID: 27720998 DOI: 10.1016/j.ijpsycho.2016.10.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2016] [Revised: 08/24/2016] [Accepted: 10/02/2016] [Indexed: 12/11/2022]
Abstract
The question of whether creative insight varies across problem types has recently come to the forefront of studies of creative cognition. In the present study, to address the nature of creative insight, the coordinate-based activation likelihood estimation (ALE) technique was utilized to individually conduct three quantitative meta-analyses of neuroimaging experiments that used the compound remote associate (CRA) task, the prototype heuristic (PH) task and the Chinese character chunk decomposition (CCD) task. These tasks were chosen because they are frequently used to uncover the neurocognitive correlates of insight. Our results demonstrated that creative insight reliably activates largely non-overlapping brain regions across task types, with the exception of some shared regions: the CRA task mainly relied on the right parahippocampal gyrus, the superior frontal gyrus and the inferior frontal gyrus; the PH task primarily depended on the right middle occipital gyrus (MOG), the bilateral superior parietal lobule/precuneus, the left inferior parietal lobule, the left lingual gyrus and the left middle frontal gyrus; and the CCD task activated a broad cerebral network consisting of most dorsolateral and medial prefrontal regions, frontoparietal regions and the right MOG. These results provide the first neural evidence of the task dependence of creative insight. The implications of these findings for resolving conflict surrounding the different theories of creative cognition and for defining insight as a set of heterogeneous processes are discussed.
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Affiliation(s)
- Wangbing Shen
- School of Public Administration and Institute of Applied Psychology, Hohai University, China
| | - Yuan Yuan
- School of Rehabilitation Science, Nanjing Normal University of Special Education, China; School of Psychology and Laboratory of Cognitive Neuroscience, Nanjing Normal University, China.
| | - Chang Liu
- School of Psychology and Laboratory of Cognitive Neuroscience, Nanjing Normal University, China.
| | - Xiaojiang Zhang
- School of Psychology and Laboratory of Cognitive Neuroscience, Nanjing Normal University, China
| | - Jing Luo
- Beijing Key Laboratory of Learning and Cognition, Capital Normal University, China; Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, China.
| | - Zhe Gong
- School of Psychology and Laboratory of Cognitive Neuroscience, Nanjing Normal University, China
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Sun J, Chen Q, Zhang Q, Li Y, Li H, Wei D, Yang W, Qiu J. Training your brain to be more creative: brain functional and structural changes induced by divergent thinking training. Hum Brain Mapp 2016; 37:3375-87. [PMID: 27159407 PMCID: PMC6867508 DOI: 10.1002/hbm.23246] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2015] [Revised: 04/19/2016] [Accepted: 04/24/2016] [Indexed: 11/05/2022] Open
Abstract
Creativity is commonly defined as the ability to produce something both novel and useful. Stimulating creativity has great significance for both individual success and social improvement. Although increasing creative capacity has been confirmed to be possible and effective at the behavioral level, few longitudinal studies have examined the extent to which the brain function and structure underlying creativity are plastic. A cognitive stimulation (20 sessions) method was used in the present study to train subjects and to explore the neuroplasticity induced by training. The behavioral results revealed that both the originality and the fluency of divergent thinking were significantly improved by training. Furthermore, functional changes induced by training were observed in the dorsal anterior cingulate cortex (dACC), dorsal lateral prefrontal cortex (DLPFC), and posterior brain regions. Moreover, the gray matter volume (GMV) was significantly increased in the dACC after divergent thinking training. These results suggest that the enhancement of creativity may rely not only on the posterior brain regions that are related to the fundamental cognitive processes of creativity (e.g., semantic processing, generating novel associations), but also on areas that are involved in top-down cognitive control, such as the dACC and DLPFC. Hum Brain Mapp 37:3375-3387, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Jiangzhou Sun
- Key Laboratory of Cognition and Personality (SWU)Ministry of EducationChongqing400715China
- Faculty of PsychologySouthwest UniversityChongqing400715China
| | - Qunlin Chen
- Key Laboratory of Cognition and Personality (SWU)Ministry of EducationChongqing400715China
- Faculty of PsychologySouthwest UniversityChongqing400715China
| | - Qinglin Zhang
- Key Laboratory of Cognition and Personality (SWU)Ministry of EducationChongqing400715China
- Faculty of PsychologySouthwest UniversityChongqing400715China
| | - Yadan Li
- Key Laboratory of Cognition and Personality (SWU)Ministry of EducationChongqing400715China
- Faculty of PsychologySouthwest UniversityChongqing400715China
| | - Haijiang Li
- Key Laboratory of Cognition and Personality (SWU)Ministry of EducationChongqing400715China
- Faculty of PsychologySouthwest UniversityChongqing400715China
| | - Dongtao Wei
- Key Laboratory of Cognition and Personality (SWU)Ministry of EducationChongqing400715China
- Faculty of PsychologySouthwest UniversityChongqing400715China
| | - Wenjing Yang
- Key Laboratory of Cognition and Personality (SWU)Ministry of EducationChongqing400715China
- Faculty of PsychologySouthwest UniversityChongqing400715China
| | - Jiang Qiu
- Key Laboratory of Cognition and Personality (SWU)Ministry of EducationChongqing400715China
- Faculty of PsychologySouthwest UniversityChongqing400715China
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Oldrati V, Patricelli J, Colombo B, Antonietti A. The role of dorsolateral prefrontal cortex in inhibition mechanism: A study on cognitive reflection test and similar tasks through neuromodulation. Neuropsychologia 2016; 91:499-508. [DOI: 10.1016/j.neuropsychologia.2016.09.010] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2016] [Revised: 09/09/2016] [Accepted: 09/11/2016] [Indexed: 11/25/2022]
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Heinonen J, Numminen J, Hlushchuk Y, Antell H, Taatila V, Suomala J. Default Mode and Executive Networks Areas: Association with the Serial Order in Divergent Thinking. PLoS One 2016; 11:e0162234. [PMID: 27627760 PMCID: PMC5023093 DOI: 10.1371/journal.pone.0162234] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Accepted: 08/19/2016] [Indexed: 01/30/2023] Open
Abstract
Scientific findings have suggested a two-fold structure of the cognitive process. By using the heuristic thinking mode, people automatically process information that tends to be invariant across days, whereas by using the explicit thinking mode people explicitly process information that tends to be variant compared to typical previously learned information patterns. Previous studies on creativity found an association between creativity and the brain regions in the prefrontal cortex, the anterior cingulate cortex, the default mode network and the executive network. However, which neural networks contribute to the explicit mode of thinking during idea generation remains an open question. We employed an fMRI paradigm to examine which brain regions were activated when participants (n = 16) mentally generated alternative uses for everyday objects. Most previous creativity studies required participants to verbalize responses during idea generation, whereas in this study participants produced mental alternatives without verbalizing. This study found activation in the left anterior insula when contrasting idea generation and object identification. This finding suggests that the insula (part of the brain’s salience network) plays a role in facilitating both the central executive and default mode networks to activate idea generation. We also investigated closely the effect of the serial order of idea being generated on brain responses: The amplitude of fMRI responses correlated positively with the serial order of idea being generated in the anterior cingulate cortex, which is part of the central executive network. Positive correlation with the serial order was also observed in the regions typically assigned to the default mode network: the precuneus/cuneus, inferior parietal lobule and posterior cingulate cortex. These networks support the explicit mode of thinking and help the individual to convert conventional mental models to new ones. The serial order correlated negatively with the BOLD responses in the posterior presupplementary motor area, left premotor cortex, right cerebellum and left inferior frontal gyrus. This finding might imply that idea generation without a verbal processing demand reflecting lack of need for new object identification in idea generation events. The results of the study are consistent with recent creativity studies, which emphasize that the creativity process involves working memory capacity to spontaneously shift between different kinds of thinking modes according to the context.
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Affiliation(s)
- Jarmo Heinonen
- NeuroLab, Laurea University of Applied Sciences, Espoo, Finland
- Aalto NeuroImaging, Aalto University, AALTO, Espoo, Finland
| | - Jussi Numminen
- Helsinki Medical Imaging Center, Töölö Hospital, University of Helsinki, Helsinki, Finland
| | - Yevhen Hlushchuk
- NeuroLab, Laurea University of Applied Sciences, Espoo, Finland
- Aalto NeuroImaging, Aalto University, AALTO, Espoo, Finland
| | - Henrik Antell
- NeuroLab, Laurea University of Applied Sciences, Espoo, Finland
- Neurosurgery Research Group, Biomedicum Helsinki, Helsinki, Finland
| | - Vesa Taatila
- Turku University of Applied Sciences, Turku, Finland
| | - Jyrki Suomala
- NeuroLab, Laurea University of Applied Sciences, Espoo, Finland
- Aalto NeuroImaging, Aalto University, AALTO, Espoo, Finland
- Department of Psychology and Brain Sciences, University of California Santa Barbara, Santa Barbara, California, United States of America
- * E-mail:
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Cultural Evolutionary Perspectives on Creativity and Human Innovation. Trends Ecol Evol 2015; 30:736-754. [PMID: 26598058 DOI: 10.1016/j.tree.2015.10.004] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Revised: 10/12/2015] [Accepted: 10/13/2015] [Indexed: 11/23/2022]
Abstract
Cultural traits originate through creative or innovative processes, which might be crucial to understanding how culture evolves and accumulates. However, because of its complexity and apparent subjectivity, creativity has remained largely unexplored as the dynamic underpinning of cultural evolution. Here, we explore the approach to innovation commonly taken in theoretical studies of cultural evolution and discuss its limitations. Drawing insights from cognitive science, psychology, archeology, and even animal behavior, it is possible to generate a formal description of creativity and to incorporate a dynamic theory of creativity into models of cultural evolution. We discuss the implications of such models for our understanding of the archaeological record and the history of hominid culture.
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Zedelius CM, Schooler JW. Mind wandering "Ahas" versus mindful reasoning: alternative routes to creative solutions. Front Psychol 2015; 6:834. [PMID: 26136715 PMCID: PMC4469818 DOI: 10.3389/fpsyg.2015.00834] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Accepted: 06/01/2015] [Indexed: 11/16/2022] Open
Abstract
Based on mixed results linking both mindfulness and its opposing construct mind wandering to enhanced creativity, we predicted that the relationship between mindfulness and creativity might depend on whether creative problems are approached through analytic strategy or through "insight" (i.e., sudden awareness of a solution). Study 1 investigated the relationship between trait mindfulness and compound remote associates problem solving as a function of participants' self-reported approach to each problem. The results revealed a negative relationship between mindfulness and problem-solving overall. However, more detailed analysis revealed that mindfulness was associated with impaired problem solving when approaching problems with insight, but increased problem solving when using analysis. In Study 2, we manipulated participants' problem-solving approach through instructions. We again found a negative relationship between mindfulness and creative performance in general, however, more mindful participants again performed better when instructed to approach problems analytically.
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Affiliation(s)
- Claire M. Zedelius
- Department of Psychological and Brain Sciences, University of California, Santa Barbara, Santa BarbaraCA, USA
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62
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Pictionary-based fMRI paradigm to study the neural correlates of spontaneous improvisation and figural creativity. Sci Rep 2015; 5:10894. [PMID: 26018874 PMCID: PMC4446895 DOI: 10.1038/srep10894] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Accepted: 04/22/2015] [Indexed: 11/08/2022] Open
Abstract
A novel game-like and creativity-conducive fMRI paradigm is developed to assess the neural correlates of spontaneous improvisation and figural creativity in healthy adults. Participants were engaged in the word-guessing game of Pictionary(TM), using an MR-safe drawing tablet and no explicit instructions to be "creative". Using the primary contrast of drawing a given word versus drawing a control word (zigzag), we observed increased engagement of cerebellum, thalamus, left parietal cortex, right superior frontal, left prefrontal and paracingulate/cingulate regions, such that activation in the cingulate and left prefrontal cortices negatively influenced task performance. Further, using parametric fMRI analysis, increasing subjective difficulty ratings for drawing the word engaged higher activations in the left pre-frontal cortices, whereas higher expert-rated creative content in the drawings was associated with increased engagement of bilateral cerebellum. Altogether, our data suggest that cerebral-cerebellar interaction underlying implicit processing of mental representations has a facilitative effect on spontaneous improvisation and figural creativity.
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63
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Enhancing verbal creativity: Modulating creativity by altering the balance between right and left inferior frontal gyrus with tDCS. Neuroscience 2015; 291:167-76. [DOI: 10.1016/j.neuroscience.2015.01.061] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Revised: 01/28/2015] [Accepted: 01/28/2015] [Indexed: 02/04/2023]
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Danek AH, Fraps T, von Müller A, Grothe B, Öllinger M. It's a kind of magic-what self-reports can reveal about the phenomenology of insight problem solving. Front Psychol 2014; 5:1408. [PMID: 25538658 PMCID: PMC4258999 DOI: 10.3389/fpsyg.2014.01408] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2014] [Accepted: 11/17/2014] [Indexed: 12/05/2022] Open
Abstract
Magic tricks usually remain a mystery to the observer. For the sake of science, we offered participants the opportunity to discover the magician's secret method by repeatedly presenting the same trick and asking them to find out how the trick worked. In the context of insightful problem solving, the present work investigated the emotions that participants experience upon solving a magic trick. We assumed that these emotions form the typical “Aha! experience” that accompanies insightful solutions to difficult problems. We aimed to show that Aha! experiences can be triggered by magic tricks and to systematically explore the phenomenology of the Aha! experience by breaking it down into five previously postulated dimensions. 34 video clips of different magic tricks were presented up to three times to 50 participants who had to find out how the trick was accomplished, and to indicate whether they had experienced an Aha! during the solving process. Participants then performed a comprehensive quantitative and qualitative assessment of their Aha! experiences which was repeated after 14 days to control for its reliability. 41% of all suggested solutions were accompanied by an Aha! experience. The quantitative assessment remained stable across time in all five dimensions. Happiness was rated as the most important dimension. This primacy of positive emotions was also reflected in participants' qualitative self-reports which contained more emotional than cognitive aspects. Implementing magic tricks as problem solving task, we could show that strong Aha! experiences can be triggered if a trick is solved. We could at least partially capture the phenomenology of Aha! by identifying one prevailing aspect (positive emotions), a new aspect (release of tension upon gaining insight into a magic trick) and one less important aspect (impasse).
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Affiliation(s)
- Amory H Danek
- Division of Neurobiology, Department Biology II, Ludwig-Maximilians-Universität München Munich, Germany
| | | | | | - Benedikt Grothe
- Division of Neurobiology, Department Biology II, Ludwig-Maximilians-Universität München Munich, Germany
| | - Michael Öllinger
- Parmenides Foundation Munich, Germany ; Department Psychology, Ludwig-Maximilians-Universität München Munich, Germany
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65
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de Souza LC, Guimarães HC, Teixeira AL, Caramelli P, Levy R, Dubois B, Volle E. Frontal lobe neurology and the creative mind. Front Psychol 2014; 5:761. [PMID: 25101029 PMCID: PMC4107958 DOI: 10.3389/fpsyg.2014.00761] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Accepted: 06/28/2014] [Indexed: 11/25/2022] Open
Abstract
Concepts from cognitive neuroscience strongly suggest that the prefrontal cortex (PFC) plays a crucial role in the cognitive functions necessary for creative thinking. Functional imaging studies have repeatedly demonstrated the involvement of PFC in creativity tasks. Patient studies have demonstrated that frontal damage due to focal lesions or neurodegenerative diseases are associated with impairments in various creativity tasks. However, against all odds, a series of clinical observations has reported the facilitation of artistic production in patients with neurodegenerative diseases affecting PFC, such as frontotemporal dementia (FTD). An exacerbation of creativity in frontal diseases would challenge neuroimaging findings in controls and patients, as well as the theoretical role of prefrontal functions in creativity processes. To explore this paradox, we reported the history of a FTD patient who exhibited the emergence of visual artistic productions during the course of the disease. The patient produced a large amount of drawings, which have been evaluated by a group of professional artists who were blind to the diagnosis. We also reviewed the published clinical cases reporting a change in the artistic abilities in patients with neurological diseases. We attempted to reconcile these clinical observations to previous experimental findings by addressing several questions raised by our review. For instance, to what extent can the cognitive, conative, and affective changes following frontal damage explain changes in artistic abilities? Does artistic exacerbation truly reflect increased creative capacities? These considerations could help to clarify the place of creativity—as it has been defined and explored by cognitive neuroscience—in artistic creation and may provide leads for future lesion studies.
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Affiliation(s)
- Leonardo C de Souza
- Neuropsychiatric Branch, Neurology Division, University Hospital, Universidade Federal de Minas Gerais Belo Horizonte, Brazil
| | - Henrique C Guimarães
- Neuropsychiatric Branch, Neurology Division, University Hospital, Universidade Federal de Minas Gerais Belo Horizonte, Brazil
| | - Antônio L Teixeira
- Neuropsychiatric Branch, Neurology Division, University Hospital, Universidade Federal de Minas Gerais Belo Horizonte, Brazil
| | - Paulo Caramelli
- Neuropsychiatric Branch, Neurology Division, University Hospital, Universidade Federal de Minas Gerais Belo Horizonte, Brazil
| | - Richard Levy
- Inserm, U 1127, ICM Frontlab Paris, France ; CNRS, UMR 7225, ICM Frontlab Paris, France ; Sorbonne Universités, UPMC Univ Paris 06, UMR S 1127 Paris, France ; Institut du Cerveau et de la Moelle épinière, ICM Frontlab Paris, France ; AP-HP, Hôpital Saint-Antoine, Service de Neurologie Paris, France
| | - Bruno Dubois
- Inserm, U 1127, ICM Frontlab Paris, France ; CNRS, UMR 7225, ICM Frontlab Paris, France ; Sorbonne Universités, UPMC Univ Paris 06, UMR S 1127 Paris, France ; Institut du Cerveau et de la Moelle épinière, ICM Frontlab Paris, France ; AP-HP, Hôpital de la Salpétrière, Neurology Department, Institut de la Mémoire et de la Maladie d'Alzheimer Paris, France
| | - Emmanuelle Volle
- Inserm, U 1127, ICM Frontlab Paris, France ; CNRS, UMR 7225, ICM Frontlab Paris, France ; Sorbonne Universités, UPMC Univ Paris 06, UMR S 1127 Paris, France ; Institut du Cerveau et de la Moelle épinière, ICM Frontlab Paris, France
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66
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Uniformity and nonuniformity of neural activities correlated to different insight problem solving. Neuroscience 2014; 270:203-11. [DOI: 10.1016/j.neuroscience.2014.04.017] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2013] [Revised: 04/04/2014] [Accepted: 04/08/2014] [Indexed: 11/20/2022]
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Abstract
The process of designing artifacts is a creative activity. It is proposed that, at the cognitive level, one key to understanding design creativity is to understand the array of symbol systems designers utilize. These symbol systems range from being vague, imprecise, abstract, ambiguous, and indeterminate (like conceptual sketches), to being very precise, concrete, unambiguous, and determinate (like contract documents). The former types of symbol systems support associative processes that facilitate lateral (or divergent) transformations that broaden the problem space, while the latter types of symbol systems support inference processes facilitating vertical (or convergent) transformations that deepen of the problem space. The process of artifact design requires the judicious application of both lateral and vertical transformations. This leads to a dual mechanism model of design problem-solving comprising of an associative engine and an inference engine. It is further claimed that this dual mechanism model is supported by an interesting hemispheric dissociation in human prefrontal cortex. The associative engine and neural structures that support imprecise, ambiguous, abstract, indeterminate representations are lateralized in the right prefrontal cortex, while the inference engine and neural structures that support precise, unambiguous, determinant representations are lateralized in the left prefrontal cortex. At the brain level, successful design of artifacts requires a delicate balance between the two hemispheres of prefrontal cortex.
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Affiliation(s)
- Vinod Goel
- Department of Psychology, York University Toronto, ON, Canada ; Department of Psychology, University of Hull Hull, UK
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68
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Cauda F, Geminiani GC, Vercelli A. Evolutionary appearance of von Economo's neurons in the mammalian cerebral cortex. Front Hum Neurosci 2014; 8:104. [PMID: 24672457 PMCID: PMC3953677 DOI: 10.3389/fnhum.2014.00104] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2013] [Accepted: 02/11/2014] [Indexed: 11/15/2022] Open
Abstract
von Economo’s neurons (VENs) are large, spindle-shaped projection neurons in layer V of the frontoinsular (FI) cortex, and the anterior cingulate cortex. During human ontogenesis, the VENs can first be differentiated at late stages of gestation, and increase in number during the first eight postnatal months. VENs have been identified in humans, chimpanzee, bonobos, gorillas, orangutan and, more recently, in the macaque. Their distribution in great apes seems to correlate with human-like social cognitive abilities and self-awareness. VENs are also found in whales, in a number of different cetaceans, and in the elephant. This phylogenetic distribution may suggest a correlation among the VENs, brain size and the “social brain.” VENs may be involved in the pathogenesis of specific neurological and psychiatric diseases, such as autism, callosal agenesis and schizophrenia. VENs are selectively affected in a behavioral variant of frontotemporal dementia in which empathy, social awareness and self-control are seriously compromised, thus associating VENs with the social brain. However, the presence of VENs has also been related to special functions such as mirror self-recognition. Areas containing VENs have been related to motor awareness or sense-of-knowing, discrimination between self and other, and between self and the external environment. Along this line, VENs have been related to the “global Workspace” architecture: in accordance the VENs have been correlated to emotional and interoceptive signals by providing fast connections (large axons = fast communication) between salience-related insular and cingulate and other widely separated brain areas. Nevertheless, the lack of a characterization of their physiology and anatomical connectivity allowed only to infer their functional role based on their location and on the functional magnetic resonance imaging data. The recent finding of VENs in the anterior insula of the macaque opens the way to new insights and experimental investigations.
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Affiliation(s)
- Franco Cauda
- CCS-fMRI Koelliker Hospital and Department of Psychology, University of Turin Turin, Italy
| | | | - Alessandro Vercelli
- Neuroscience Institute Cavalieri Ottolenghi, Department of Neuroscience, University of Turin Turin, Italy
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Affiliation(s)
- John Kounios
- Department of Psychology, Drexel University, Philadelphia, Pennsylvania 19102;
| | - Mark Beeman
- Department of Psychology, Northwestern University, Evanston, Illinois 60208;
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70
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Schooler JW, Mrazek MD, Franklin MS, Baird B, Mooneyham BW, Zedelius C, Broadway JM. The Middle Way. PSYCHOLOGY OF LEARNING AND MOTIVATION 2014. [DOI: 10.1016/b978-0-12-800090-8.00001-9] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
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71
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Neural pathway in the right hemisphere underlies verbal insight problem solving. Neuroscience 2014; 256:334-41. [DOI: 10.1016/j.neuroscience.2013.10.019] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2013] [Revised: 09/19/2013] [Accepted: 10/10/2013] [Indexed: 11/21/2022]
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72
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Amir O, Biederman I, Wang Z, Xu X. Ha ha! versus aha! a direct comparison of humor to nonhumorous insight for determining the neural correlates of mirth. ACTA ACUST UNITED AC 2013; 25:1405-13. [PMID: 24323497 DOI: 10.1093/cercor/bht343] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
While humor typically involves a surprising discovery, not all discoveries are perceived as humorous or lead to a feeling of mirth. Is there a difference in the neural signature of humorous versus nonhumorous discovery? Subjects viewed drawings that were uninterpretable until a caption was presented that provided either: 1) a nonhumorous interpretation (or insight) of an object from an unusual or partial view (UV) or 2) a humorous interpretation (HU) of the image achieved by linking remote and unexpected concepts. fMRI activation elicited by the UV captions was a subset of that elicited by the humorous HU captions, with only the latter showing activity in the temporal poles and temporo-occipital junction (linking remote concepts), and medial prefrontal cortex (unexpected reward). Mirth may be a consequence of the linking of remote ideas producing high-and unexpected-activation in association and classical reward areas. We suggest that this process is mediated by opioid activity as part of a system rewarding attention to novel information.
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Affiliation(s)
| | - Irving Biederman
- Department of Psychology Neuroscience Program, University of Southern California, Los Angeles, CA 90089-1061, USA
| | - Zhuangjun Wang
- Neuroscience Program, University of Southern California, Los Angeles, CA 90089-1061, USA
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73
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Fox GR, Sobhani M, Aziz-Zadeh L. Witnessing hateful people in pain modulates brain activity in regions associated with physical pain and reward. Front Psychol 2013; 4:772. [PMID: 24167496 PMCID: PMC3805980 DOI: 10.3389/fpsyg.2013.00772] [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] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Accepted: 10/01/2013] [Indexed: 12/19/2022] Open
Abstract
How does witnessing a hateful person in pain compare to witnessing a likable person in pain? The current study compared the brain bases for how we perceive likable people in pain with those of viewing hateful people in pain. While social bonds are built through sharing the plight and pain of others in the name of empathy, viewing a hateful person in pain also has many potential ramifications. In this functional Magnetic Resonance Imaging (fMRI) study, Caucasian Jewish male participants viewed videos of (1) disliked, hateful, anti-Semitic individuals, and (2) liked, non-hateful, tolerant individuals in pain. The results showed that, compared with viewing liked people, viewing hateful people in pain elicited increased responses in regions associated with observation of physical pain (the insular cortex, the anterior cingulate cortex (ACC), and the somatosensory cortex), reward processing (the striatum), and frontal regions associated with emotion regulation. Functional connectivity analyses revealed connections between seed regions in the left ACC and right insular cortex with reward regions, the amygdala, and frontal regions associated with emotion regulation. These data indicate that regions of the brain active while viewing someone in pain may be more active in response to the danger or threat posed by witnessing the pain of a hateful individual more so than the desire to empathize with a likable person's pain.
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Affiliation(s)
- Glenn R Fox
- Neuroscience Graduate Program, University of Southern California Los Angeles, CA, USA ; Brain and Creativity Institute Los Angeles, CA, USA
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74
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Li Y, Xiao X, Ma W, Jiang J, Qiu J, Zhang Q. Electrophysiological evidence for emotional valence and competitive arousal effects on insight problem solving. Brain Res 2013; 1538:61-72. [PMID: 24076208 DOI: 10.1016/j.brainres.2013.09.021] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2012] [Revised: 09/01/2013] [Accepted: 09/18/2013] [Indexed: 11/16/2022]
Abstract
Accumulating evidence suggests that insight can be substantially influenced by task-irrelevant emotion stimuli and interpersonal competitive situation, and a close link might exist between them. Using a learning-testing paradigm and Event-Related Potentials (ERPs), the present study investigated the independent and joint effects of emotional and competitive information on insight problem solving especially their neural mechanisms. Subjects situated in either competitive or non-competitive condition learned heuristic logogriphs first and then viewed task-irrelevant positive or negative emotional pictures, which were followed by test logogriphs to solve. Both behavioral and ERP findings showed a more evident insight boost following negative emotional pictures in competitive context. Results demonstrated that negative emotion and competitive situation might promote insight by a defocused mode of attention (as indicated by N1 and P2), the enhanced semantic integration and breaking mental set (as indicated by N450), and the increased forming of novel associations activated by motivational arousal originating from competition (as indicated by P800-1600 and P1600-2500). These results indicate that the dynamic interactions between emotional valence and competitive arousal effects on insight.
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Affiliation(s)
- Yadan Li
- Faculty of Psychology, Southwest University, Chongqing 400715, China; Key Laboratory of Cognition and Personality (SWU), Ministry of Education, China
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75
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Dandan T, Haixue Z, Wenfu L, Wenjing Y, Jiang Q, Qinglin Z. Brain activity in using heuristic prototype to solve insightful problems. Behav Brain Res 2013; 253:139-44. [DOI: 10.1016/j.bbr.2013.07.017] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2013] [Revised: 07/05/2013] [Accepted: 07/09/2013] [Indexed: 10/26/2022]
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76
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Gonen-Yaacovi G, de Souza LC, Levy R, Urbanski M, Josse G, Volle E. Rostral and caudal prefrontal contribution to creativity: a meta-analysis of functional imaging data. Front Hum Neurosci 2013; 7:465. [PMID: 23966927 PMCID: PMC3743130 DOI: 10.3389/fnhum.2013.00465] [Citation(s) in RCA: 179] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2013] [Accepted: 07/26/2013] [Indexed: 11/13/2022] Open
Abstract
Creativity is of central importance for human civilization, yet its neurocognitive bases are poorly understood. The aim of the present study was to integrate existing functional imaging data by using the meta-analysis approach. We reviewed 34 functional imaging studies that reported activation foci during tasks assumed to engage creative thinking in healthy adults. A coordinate-based meta-analysis using Activation Likelihood Estimation (ALE) first showed a set of predominantly left-hemispheric regions shared by the various creativity tasks examined. These regions included the caudal lateral prefrontal cortex (PFC), the medial and lateral rostral PFC, and the inferior parietal and posterior temporal cortices. Further analyses showed that tasks involving the combination of remote information (combination tasks) activated more anterior areas of the lateral PFC than tasks involving the free generation of unusual responses (unusual generation tasks), although both types of tasks shared caudal prefrontal areas. In addition, verbal and non-verbal tasks involved the same regions in the left caudal prefrontal, temporal, and parietal areas, but also distinct domain-oriented areas. Taken together, these findings suggest that several frontal and parieto-temporal regions may support cognitive processes shared by diverse creativity tasks, and that some regions may be specialized for distinct types of processes. In particular, the lateral PFC appeared to be organized along a rostro-caudal axis, with rostral regions involved in combining ideas creatively and more posterior regions involved in freely generating novel ideas.
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Affiliation(s)
- Gil Gonen-Yaacovi
- Department of Psychology, Ben-Gurion University of the Negev Beer-Sheva, Israel
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77
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Miller HC, Bourrasseau C, Blampain J. Can you enhance executive control without glucose? The effects of fructose on problem solving. J Psychopharmacol 2013; 27:645-50. [PMID: 23325373 DOI: 10.1177/0269881112473790] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The consumption of glucose can enhance executive control by increasing blood glucose and providing energy for brain processes. However, a glucose mouth rinse also positively affects executive control in the absence of an effect on blood glucose. This observation suggests that glucose can enhance executive control via another mechanism, perhaps by increasing cortical activation in motivational reward pathways. This hypothesis was examined in the current study by having participants consume fructose, glucose or a placebo 10 minutes before solving word anagrams. Fructose was used because it does not affect blood glucose levels, inhibits cortical responding, and cannot entrain a taste preference post-ingestion. The latter evidences that fructose differs from glucose in its ability to elicit activation in motivational reward pathways. It was observed that consuming fructose and glucose resulted in the resolution of more anagrams than the placebo. These results suggest that at least some of the effects of glucose and fructose on problem solving operate through a common peripheral mechanism that is independent of motivational reward pathways.
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78
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Abraham A. The promises and perils of the neuroscience of creativity. Front Hum Neurosci 2013; 7:246. [PMID: 23761752 PMCID: PMC3672678 DOI: 10.3389/fnhum.2013.00246] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2013] [Accepted: 05/19/2013] [Indexed: 12/11/2022] Open
Abstract
Our ability to think creatively is one of the factors that generates excitement in our lives as it introduces novelty and opens up new possibilities to our awareness which in turn lead to developments in a variety of fields from science and technology to art and culture. While research on the influence of biologically-based variables on creativity has a long history, the advent of modern techniques for investigating brain structure and function in the past two decades have resulted in an exponential increase in the number of neuroscientific studies that have explored creativity. The field of creative neurocognition is a rapidly growing area of research that can appear chaotic and inaccessible because of the heterogeneity associated with the creativity construct and the many approaches through which it can be examined. There are also significant methodological and conceptual problems that are specific to the neuroscientific study of creativity that pose considerable limitations on our capacity to make true advances in understanding the brain basis of creativity. This article explores three key issues that need to be addressed so that barriers in the way of relevant progress being made within the field can be avoided. Are creativity neuroimaging paradigms optimal enough?What makes creative cognition different from normative cognition?Do we need to distinguish between types of creativity?
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Affiliation(s)
- Anna Abraham
- Department of Community Medicine and Behavioural Sciences, Faculty of Medicine, Kuwait University Jabriya, Kuwait ; Department of Clinical Psychology, Justus Liebig University Giessen Giessen, Germany
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79
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Functional connectivity in a frontoparietal network involving the dorsal anterior cingulate cortex underlies decisions to accept a hypothesis. Neuropsychologia 2013; 51:1132-41. [DOI: 10.1016/j.neuropsychologia.2013.02.016] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2012] [Revised: 12/24/2012] [Accepted: 02/24/2013] [Indexed: 11/15/2022]
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80
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Long-range functional interactions of anterior insula and medial frontal cortex are differently modulated by visuospatial and inductive reasoning tasks. Neuroimage 2013; 78:426-38. [PMID: 23624492 DOI: 10.1016/j.neuroimage.2013.04.058] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2013] [Revised: 03/18/2013] [Accepted: 04/14/2013] [Indexed: 01/26/2023] Open
Abstract
The brain is organized into functionally specific networks as characterized by intrinsic functional relationships within discrete sets of brain regions. However, it is poorly understood whether such functional networks are dynamically organized according to specific task-states. The anterior insular cortex (aIC)-dorsal anterior cingulate cortex (dACC)/medial frontal cortex (mFC) network has been proposed to play a central role in human cognitive abilities. The present functional magnetic resonance imaging (fMRI) study aimed at testing whether functional interactions of the aIC-dACC/mFC network in terms of temporally correlated patterns of neural activity across brain regions are dynamically modulated by transitory, ongoing task demands. For this purpose, functional interactions of the aIC-dACC/mFC network are compared during two distinguishable fluid reasoning tasks, Visualization and Induction. The results show an increased functional coupling of bilateral aIC with visual cortices in the occipital lobe during the Visualization task, whereas coupling of mFC with right anterior frontal cortex was enhanced during the Induction task. These task-specific modulations of functional interactions likely reflect ability related neural processing. Furthermore, functional connectivity strength between right aIC and right dACC/mFC reliably predicts general task performance. The findings suggest that the analysis of long-range functional interactions may provide complementary information about brain-behavior relationships. On the basis of our results, it is proposed that the aIC-dACC/mFC network contributes to the integration of task-common and task-specific information based on its within-network as well as its between-network dynamic functional interactions.
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81
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Zhao Q, Zhou Z, Xu H, Chen S, Xu F, Fan W, Han L. Dynamic neural network of insight: a functional magnetic resonance imaging study on solving Chinese 'chengyu' riddles. PLoS One 2013; 8:e59351. [PMID: 23555020 PMCID: PMC3598707 DOI: 10.1371/journal.pone.0059351] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2012] [Accepted: 02/13/2013] [Indexed: 11/30/2022] Open
Abstract
The key components of insight include breaking mental sets and forming the novel, task-related associations. The majority of researchers have agreed that the anterior cingulate cortex may mediate processes of breaking one’s mental set, while the exact neural correlates of forming novel associations are still debatable. In the present study, we used a paradigm of answer selection to explore brain activations of insight by using event-related functional magnetic resonance imaging during solving Chinese ‘chengyu’ (in Chinese pinyin) riddles. Based on the participant’s choice, the trials were classified into the insight and non-insight conditions. Both stimulus-locked and response-locked analyses are conducted to detect the neural activity corresponding to the early and late periods of insight solution, respectively. Our data indicate that the early period of insight solution shows more activation in the middle temporal gyrus, the middle frontal gyrus and the anterior cingulate cortex. These activities might be associated to the extensive semantic processing, as well as detecting and resolving cognitive conflicts. In contrast, the late period of insight solution produced increased activities in the hippocampus and the amygdala, possibly reflecting the forming of novel association and the concomitant “Aha” feeling. Our study supports the key role of hippocampus in forming novel associations, and indicates a dynamic neural network during insight solution.
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Affiliation(s)
- Qingbai Zhao
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, People’s Republic of China
- Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, People’s Republic of China
| | - Zhijin Zhou
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, People’s Republic of China
- Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, People’s Republic of China
- * E-mail: (ZZ); (HX)
| | - Haibo Xu
- MRI Center of Union Hospital, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
- * E-mail: (ZZ); (HX)
| | - Shi Chen
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, People’s Republic of China
- Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, People’s Republic of China
| | - Fang Xu
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, People’s Republic of China
- Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, People’s Republic of China
| | - Wenliang Fan
- MRI Center of Union Hospital, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Lei Han
- School of Psychology, Shandong Normal University, Jinan, People’s Republic of China
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82
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Picard F. State of belief, subjective certainty and bliss as a product of cortical dysfunction. Cortex 2013; 49:2494-500. [PMID: 23415878 DOI: 10.1016/j.cortex.2013.01.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2012] [Revised: 12/18/2012] [Accepted: 01/01/2013] [Indexed: 10/27/2022]
Abstract
INTRODUCTION Ecstatic seizures are focal epileptic seizures which are fascinating from a phenotypical point of view as they include intense positive affect, feelings of heightened self-awareness and enhanced well-being. They have been previously suggested to arise in the anterior insular cortex, although strong arguments are still lacking. METHODS We describe the cases of two new patients with ecstatic seizures. Their evaluation included a careful history, encouraging the patient to provide significant details about their ictal symptoms in order to better understand the origin of the sense of bliss and support the hypothesis of an insular involvement according to the current stage of knowledge. Ictal electroencephalographic and blood flow studies complemented these data in one patient. RESULTS The comprehensive description of the ictal ecstatic symptoms by the two patients has brought out an unfamiliar sense of absence of doubt which was at the basis of a feeling of meaningfulness and certainty. The ictal single-photon emission computed tomography (SPECT) showed an increased blood flow maximal at the junction of the right dorsal mid-insula and the central operculum. CONCLUSIONS The unveiling of an ictal sense of certainty during ecstatic seizures might imply, in the light of current knowledge, a defect in the system processing prediction errors within the framework of generalized predictive coding mechanisms of the brain. Accumulative evidence has recently highlighted a crucial role of the anterior insular cortex in this system, particularly in the detection of mismatch/conflict between prediction state and outcome. Abnormal activity related to epileptic seizure in a structure prevents its normal activity: in the anterior insula, it could prevent the detection of prediction errors, and thereby prevent the feeling of ambiguity (and the associated negative emotional component), leading to a blissful state which could be close to the deeper states of meditation.
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Affiliation(s)
- Fabienne Picard
- Department of Neurology, University Hospital and Medical School of Geneva, Switzerland.
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83
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Shen W, Liu C, Zhang X, Zhao X, Zhang J, Yuan Y, Chen Y. Right Hemispheric Dominance of Creative Insight: An Event-Related Potential Study. CREATIVITY RESEARCH JOURNAL 2013. [DOI: 10.1080/10400419.2013.752195] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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84
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Shen W, Luo J, Liu C, Yuan Y. New advances in the neural correlates of insight: A decade in review of the insightful brain. ACTA ACUST UNITED AC 2012. [DOI: 10.1007/s11434-012-5565-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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85
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Kolyva C, Tachtsidis I, Ghosh A, Moroz T, Cooper CE, Smith M, Elwell CE. Systematic investigation of changes in oxidized cerebral cytochrome c oxidase concentration during frontal lobe activation in healthy adults. BIOMEDICAL OPTICS EXPRESS 2012; 3:2550-66. [PMID: 23082295 PMCID: PMC3469997 DOI: 10.1364/boe.3.002550] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2012] [Revised: 05/10/2012] [Accepted: 06/30/2012] [Indexed: 05/02/2023]
Abstract
Using transcranial near-infrared spectroscopy (NIRS) to measure changes in the redox state of cerebral cytochrome c oxidase (Δ[oxCCO]) during functional activation in healthy adults is hampered by instrumentation and algorithm issues. This study reports the Δ[oxCCO] response measured in such a setting and investigates possible confounders of this measurement. Continuous frontal lobe NIRS measurements were collected from 11 healthy volunteers during a 6-minute anagram-solving task, using a hybrid optical spectrometer (pHOS) that combines multi-distance frequency and broadband components. Only data sets showing a hemodynamic response consistent with functional activation were interrogated for a Δ[oxCCO] response. Simultaneous systemic monitoring data were also available. Possible influences on the Δ[oxCCO] response were systematically investigated and there was no effect of: 1) wavelength range chosen for fitting the measured attenuation spectra; 2) constant or measured, with the pHOS in real-time, differential pathlength factor; 3) systemic hemodynamic changes during functional activation; 4) changes in optical scattering during functional activation. The Δ[oxCCO] response measured in the presence of functional activation was heterogeneous, with the majority of subjects showing significant increase in oxidation, but others having a decrease. We conclude that the heterogeneity in the Δ[oxCCO] response is physiological and not induced by confounding factors in the measurements.
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Affiliation(s)
- Christina Kolyva
- Medical Physics & Bioengineering, University College London,
London WC1E 6BT, UK
| | - Ilias Tachtsidis
- Medical Physics & Bioengineering, University College London,
London WC1E 6BT, UK
| | - Arnab Ghosh
- Neurocritical Care Unit, University College London Hospitals,
London WC1N 3BG, UK
| | - Tracy Moroz
- Medical Physics & Bioengineering, University College London,
London WC1E 6BT, UK
| | - Chris E. Cooper
- Biological Sciences, University of Essex, Colchester CO4 3SQ,
UK
| | - Martin Smith
- Medical Physics & Bioengineering, University College London,
London WC1E 6BT, UK
- Neurocritical Care Unit, University College London Hospitals,
London WC1N 3BG, UK
| | - Clare E. Elwell
- Medical Physics & Bioengineering, University College London,
London WC1E 6BT, UK
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86
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Danek AH, Fraps T, von Müller A, Grothe B, Ollinger M. Aha! experiences leave a mark: facilitated recall of insight solutions. PSYCHOLOGICAL RESEARCH 2012; 77:659-69. [PMID: 23007629 DOI: 10.1007/s00426-012-0454-8] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2012] [Accepted: 07/16/2012] [Indexed: 11/30/2022]
Abstract
The present study investigates a possible memory advantage for solutions that were reached through insightful problem solving. We hypothesized that insight solutions (with Aha! experience) would be remembered better than noninsight solutions (without Aha! experience). 34 video clips of magic tricks were presented to 50 participants as a novel problem-solving task, asking them to find out how the trick was achieved. Upon discovering the solution, participants had to indicate whether they had experienced insight during the solving process. After a delay of 14 days, a recall of solutions was conducted. Overall, 55 % of previously solved tricks were recalled correctly. Comparing insight and noninsight solutions, 64.4 % of all insight solutions were recalled correctly, whereas only 52.4 % of all noninsight solutions were recalled correctly. We interpret this finding as a facilitating effect of previous insight experiences on the recall of solutions.
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Affiliation(s)
- Amory H Danek
- Graduate School of Systemic Neurosciences, Ludwig-Maximilians-Universität Munich, Großhaderner Str. 2, 82152, Planegg-Martinsried, Germany.
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87
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Meinhardt J, Kühn-Popp N, Sommer M, Sodian B. Distinct neural correlates underlying pretense and false belief reasoning: evidence from ERPs. Neuroimage 2012; 63:623-31. [PMID: 22813953 DOI: 10.1016/j.neuroimage.2012.07.019] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2012] [Revised: 07/06/2012] [Accepted: 07/10/2012] [Indexed: 11/30/2022] Open
Abstract
Two important milestones characterize the development of a theory of mind (ToM): The emergence of pretend play (PT) in which infants as young as 18 months separate the real world from fictional or imagined worlds. And the explicit understanding of false beliefs (FB) which develops around the age of about 4 years and demands a differentiation between mental states and reality. Although there is an outstanding debate about whether or not PT play involves metarepresentation understanding, to date, the neural correlates of FB and PT reasoning have not been investigated within one paradigm. The present study investigated PT and FB in comparison to reality understanding (RE) in an ERP paradigm presenting cartoon stories to 24 healthy adults. Results revealed a sequence of ERP components that distinguished between the conditions. PT compared to FB and RE was associated with a higher P2-amplitude at parieto-occipital sites and a late slow wave divergence (270-600 ms) at left frontal and left posterior positions. These components may indicate the processing of incongruity between the protagonist's knowledge and behavior and the identifying of the intentional character of the pretended action. In accordance with previous ERP studies on FB reasoning, we found late anterior activation (600-900 ms) for FB reasoning, probably indicating the decoupling mechanism involved in metarepresentation. These temporal and topographic differences indicate distinct underlying neural substrates for FB and PT processing, and do not support metarepresentational interpretations of PT.
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Affiliation(s)
- Jörg Meinhardt
- Department of Psychology, Ludwig-Maximilians University, Munich, Germany.
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88
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Creativity and the brain: Uncovering the neural signature of conceptual expansion. Neuropsychologia 2012; 50:1906-17. [DOI: 10.1016/j.neuropsychologia.2012.04.015] [Citation(s) in RCA: 139] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2011] [Revised: 03/21/2012] [Accepted: 04/16/2012] [Indexed: 11/19/2022]
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89
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90
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Lordelo GS, Miranda-Vilela AL, Akimoto AK, Alves PCZ, Hiragi CO, Nonino A, Daldegan MB, Klautau-Guimarães MN, Grisolia CK. Association between methylene tetrahydrofolate reductase and glutathione S-transferase M1 gene polymorphisms and chronic myeloid leukemia in a Brazilian population. GENETICS AND MOLECULAR RESEARCH 2012; 11:1013-26. [PMID: 22576927 DOI: 10.4238/2012.april.19.6] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Chronic myeloid leukemia is a hematopoietic stem cell disorder that causes uncontrolled proliferation of white blood cells. Although the clinical and biological aspects are well documented, little is known about individual susceptibility to this disease. We conducted a case-control study analyzing the prevalence of the polymorphisms MTHFR C677T, MTHFR A1298C, del{GSTM1}, del{GSTT1}, and haptoglobin in 105 patients with chronic myeloid leukemia (CML) and 273 healthy controls, using PCR-based methods. A significant association with risk of developing CML was found for MTHFR 1298AA (odds ratio (OR) = 1.794; 95% confidence interval (CI) = 1.14-2.83) and GSTM1 non-null (OR = 1.649; 95%CI = 1.05-2.6) genotypes, while MTHFR 1298AC (OR = 0.630; 95%CI = 0.40-0.99) and GSTM1 null (OR = 0.606; 95%CI = 0.21-0.77) genotypes significantly decreased this risk. There appeared to be selection for heterozygosity at the MTHFR 1298 locus. The considerable range of variation in this and other human populations may be a consequence of distinctive processes of natural selection and adaptation to variable environmental conditions. The Brazilian population is very mixed and heterogeneous; we found these two loci to be associated with CML in this population.
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Affiliation(s)
- G S Lordelo
- Departamento de Genética e Morfologia, Instituto de Ciências Biológicas, Universidade de Brasília, Brasília, DF, Brasil
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91
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Effects of the brief viewing of emotional stimuli on understanding of insight solutions. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2012; 11:526-40. [PMID: 21826481 DOI: 10.3758/s13415-011-0051-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
In the present study, we examined whether and how brief viewing of positive and negative images influences subsequent understanding of solutions to insight problems. For each trial, participants were first presented with an insight problem and then briefly viewed a task-irrelevant positive, negative, or neutral image (660 ms), which was followed by the solution to the problem. In our behavioral study (Study 1), participants were faster to report that they understood the solutions following positive images, and were slower to report it following negative images. A subsequent fMRI study (Study 2) revealed enhanced activity in the angular gyrus and medial prefrontal cortex (MPFC) while viewing solutions following positive, as compared with negative, images. In addition, greater activation of the angular gyrus was associated with more rapid understanding of the solutions. These results suggest that brief viewing of positive images enhances activity in the angular gyrus and MPFC, which results in facilitation of understanding solutions to insight problems.
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92
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Balthazard PA, Waldman DA, Thatcher RW, Hannah ST. Differentiating transformational and non-transformational leaders on the basis of neurological imaging. LEADERSHIP QUARTERLY 2012. [DOI: 10.1016/j.leaqua.2011.08.002] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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93
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Aziz-Zadeh L, Liew SL, Dandekar F. Exploring the neural correlates of visual creativity. Soc Cogn Affect Neurosci 2012; 8:475-80. [PMID: 22349801 DOI: 10.1093/scan/nss021] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Although creativity has been called the most important of all human resources, its neural basis is still unclear. In the current study, we used fMRI to measure neural activity in participants solving a visuospatial creativity problem that involves divergent thinking and has been considered a canonical right hemisphere task. As hypothesized, both the visual creativity task and the control task as compared to rest activated a variety of areas including the posterior parietal cortex bilaterally and motor regions, which are known to be involved in visuospatial rotation of objects. However, directly comparing the two tasks indicated that the creative task more strongly activated left hemisphere regions including the posterior parietal cortex, the premotor cortex, dorsolateral prefrontal cortex (DLPFC) and the medial PFC. These results demonstrate that even in a task that is specialized to the right hemisphere, robust parallel activity in the left hemisphere supports creative processing. Furthermore, the results support the notion that higher motor planning may be a general component of creative improvisation and that such goal-directed planning of novel solutions may be organized top-down by the left DLPFC and by working memory processing in the medial prefrontal cortex.
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Affiliation(s)
- Lisa Aziz-Zadeh
- Brain and Creativity Institute and Division of Occupational Science and Occupational Therapy, University of Southern California, CA, USA.
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94
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Wu L, Knoblich G, Luo J. The role of chunk tightness and chunk familiarity in problem solving: evidence from ERPs and fMRI. Hum Brain Mapp 2012; 34:1173-86. [PMID: 22328466 DOI: 10.1002/hbm.21501] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2011] [Revised: 09/06/2011] [Accepted: 10/03/2011] [Indexed: 11/10/2022] Open
Abstract
Multiple factors of task difficulty keep problem solvers from finding the crucial thinking steps required to solve insight problems. In this study, we distinguished two difficulty factors, chunk familiarity and chunk tightness, and investigated their effects on chunk decomposition--a specific type of insight that depends on the process of breaking up perceptual patterns or chunks into elements so that they can be reorganized to form a new meaning. Subjects solved problems that required decomposing Chinese characters that differed in chunk familiarity and chunk tightness. Brain activity was recorded using the electroencephalogram and functional magnetic resonance imaging. The results showed that chunk familiarity could be overcome through an inhibition of familiar meanings, whereas overcoming chunk tightness required visual-spatial processing. Furthermore, chunk familiarity posed an additional difficulty when chunk tightness was high. This result demonstrates that the difficulty sources in a problem do not always simply add up. Rather, the difficulty of a problem can reside in the interaction of particular sources of difficulty.
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Affiliation(s)
- Lili Wu
- Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
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95
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Wegbreit E, Suzuki S, Grabowecky M, Kounios J, Beeman M. Visual Attention Modulates Insight Versus Analytic Solving of Verbal Problems. THE JOURNAL OF PROBLEM SOLVING 2012; 4:94-115. [PMID: 24459538 PMCID: PMC3897204 DOI: 10.7771/1932-6246.1127] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Behavioral and neuroimaging findings indicate that distinct cognitive and neural processes underlie solving problems with sudden insight. Moreover, people with less focused attention sometimes perform better on tests of insight and creative problem solving. However, it remains unclear whether different states of attention, within individuals, influence the likelihood of solving problems with insight or with analysis. In this experiment, participants (N = 40) performed a baseline block of verbal problems, then performed one of two visual tasks, each emphasizing a distinct aspect of visual attention, followed by a second block of verbal problems to assess change in performance. After participants engaged in a center-focused flanker task requiring relatively focused visual attention, they reported solving more verbal problems with analytic processing. In contrast, after participants engaged in a rapid object identification task requiring attention to broad space and weak associations, they reported solving more verbal problems with insight. These results suggest that general attention mechanisms influence both visual attention task performance and verbal problem solving.
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96
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Rutter B, Kröger S, Stark R, Schweckendiek J, Windmann S, Hermann C, Abraham A. Can clouds dance? Neural correlates of passive conceptual expansion using a metaphor processing task: Implications for creative cognition. Brain Cogn 2011; 78:114-22. [PMID: 22204876 DOI: 10.1016/j.bandc.2011.11.002] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2011] [Revised: 11/14/2011] [Accepted: 11/19/2011] [Indexed: 11/30/2022]
Abstract
Creativity has emerged in the focus of neurocognitive research in the past decade. However, a heterogeneous pattern of brain areas has been implicated as underpinning the neural correlates of creativity. One explanation for these divergent findings lies in the fact that creativity is not usually investigated in terms of its many underlying cognitive processes. The present fMRI study focuses on the neural correlates of conceptual expansion, a central component of all creative processes. The study aims to avoid pitfalls of previous fMRI studies on creativity by employing a novel paradigm. Participants were presented with phrases and made judgments regarding both the unusualness and the appropriateness of the stimuli, corresponding to the two defining criteria of creativity. According to their respective evaluation, three subject-determined experimental conditions were obtained. Phrases judged as both unusual and appropriate were classified as indicating conceptual expansion in participants. The findings reveal the involvement of frontal and temporal regions when engaging in passive conceptual expansion as opposed to the information processing of mere unusualness (novelty) or appropriateness (relevance). Taking this new experimental approach to uncover specific processes involved in creative cognition revealed that frontal and temporal regions known to be involved in semantic cognition and relational reasoning play a role in passive conceptual expansion. Adopting a different vantage point on the investigation of creativity would allow for critical advances in future research on this topic.
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Affiliation(s)
- Barbara Rutter
- Department of Clinical Psychology and Psychotherapy, Justus-Liebig University Giessen, Otto-Behaghel-Strasse 10F, 35394 Giessen, Germany.
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97
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Kröger S, Rutter B, Stark R, Windmann S, Hermann C, Abraham A. Using a shoe as a plant pot: neural correlates of passive conceptual expansion. Brain Res 2011; 1430:52-61. [PMID: 22119187 DOI: 10.1016/j.brainres.2011.10.031] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2011] [Revised: 10/14/2011] [Accepted: 10/14/2011] [Indexed: 10/16/2022]
Abstract
Conceptual expansion is a key process that underlies our ability to think creatively. In the present event-related fMRI study, a modified Alternate Uses Task was used to identify brain regions involved during passive conceptual expansion and thereby separately assess the effects of the two defining elements of creative output: Originality (unusualness) and Relevance (appropriateness). Participants viewed word pairs consisting of an object and a use and indicated whether the given use was unusual and/or appropriate for the given object. Trials with object-use combinations judged as unusual and appropriate (HUHA) were contrasted against trials judged as just unusual but inappropriate (HULA) or just appropriate but not unusual (LUHA). As hypothesized, conceptual expansion related activation (HUHA) was found in the bilateral inferior frontal gyrus (BA 45, 47), left temporal pole (BA 38) and left frontopolar cortex (BA 10). We discuss the specific contributions of these regions with reference to semantic cognition.
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Affiliation(s)
- Sören Kröger
- Department of Clinical Psychology, Justus-Liebig University of Giessen, Germany.
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98
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Decomposing metaphor processing at the cognitive and neural level through functional magnetic resonance imaging. Brain Res Bull 2011; 86:203-16. [DOI: 10.1016/j.brainresbull.2011.07.015] [Citation(s) in RCA: 97] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2011] [Revised: 07/15/2011] [Accepted: 07/15/2011] [Indexed: 11/20/2022]
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99
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Allman JM, Tetreault NA, Hakeem AY, Manaye KF, Semendeferi K, Erwin JM, Park S, Goubert V, Hof PR. The von Economo neurons in the frontoinsular and anterior cingulate cortex. Ann N Y Acad Sci 2011; 1225:59-71. [PMID: 21534993 DOI: 10.1111/j.1749-6632.2011.06011.x] [Citation(s) in RCA: 133] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The von Economo neurons (VENs) are large bipolar neurons located in the frontoinsular cortex (FI) and limbic anterior (LA) area in great apes and humans but not in other primates. Our stereological counts of VENs in FI and LA show them to be more numerous in humans than in apes. In humans, small numbers of VENs appear the 36th week postconception, with numbers increasing during the first 8 months after birth. There are significantly more VENs in the right hemisphere in postnatal brains; this may be related to asymmetries in the autonomic nervous system. VENs are also present in elephants and whales and may be a specialization related to very large brain size. The large size and simple dendritic structure of these projection neurons suggest that they rapidly send basic information from FI and LA to other parts of the brain, while slower neighboring pyramids send more detailed information. Selective destruction of VENs in early stages of frontotemporal dementia (FTD) implies that they are involved in empathy, social awareness, and self-control, consistent with evidence from functional imaging.
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Affiliation(s)
- John M Allman
- Division of Biology, California Institute of Technology, Pasadena, California, USA
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100
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Goñi J, Aznárez-Sanado M, Arrondo G, Fernández-Seara M, Loayza FR, Heukamp FH, Pastor MA. The neural substrate and functional integration of uncertainty in decision making: an information theory approach. PLoS One 2011; 6:e17408. [PMID: 21408065 PMCID: PMC3052308 DOI: 10.1371/journal.pone.0017408] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2010] [Accepted: 01/31/2011] [Indexed: 11/19/2022] Open
Abstract
Decision making can be regarded as the outcome of cognitive processes leading to the selection of a course of action among several alternatives. Borrowing a central measurement from information theory, Shannon entropy, we quantified the uncertainties produced by decisions of participants within an economic decision task under different configurations of reward probability and time. These descriptors were used to obtain blood oxygen level-dependent (BOLD) signal correlates of uncertainty and two clusters codifying the Shannon entropy of task configurations were identified: a large cluster including parts of the right middle cingulate cortex (MCC) and left and right pre-supplementary motor areas (pre-SMA) and a small cluster at the left anterior thalamus. Subsequent functional connectivity analyses using the psycho-physiological interactions model identified areas involved in the functional integration of uncertainty. Results indicate that clusters mostly located at frontal and temporal cortices experienced an increased connectivity with the right MCC and left and right pre-SMA as the uncertainty was higher. Furthermore, pre-SMA was also functionally connected to a rich set of areas, most of them associative areas located at occipital and parietal lobes. This study provides a map of the human brain segregation and integration (i.e., neural substrate and functional connectivity respectively) of the uncertainty associated to an economic decision making paradigm.
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Affiliation(s)
- Joaquín Goñi
- Neuroimaging Laboratory, Department of Neurosciences, Center for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Maite Aznárez-Sanado
- Neuroimaging Laboratory, Department of Neurosciences, Center for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Gonzalo Arrondo
- Neuroimaging Laboratory, Department of Neurosciences, Center for Applied Medical Research, University of Navarra, Pamplona, Spain
- IESE Business School, University of Navarra, Barcelona, Spain
| | - María Fernández-Seara
- Neuroimaging Laboratory, Department of Neurosciences, Center for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Francis R. Loayza
- Neuroimaging Laboratory, Department of Neurosciences, Center for Applied Medical Research, University of Navarra, Pamplona, Spain
| | | | - María A. Pastor
- Neuroimaging Laboratory, Department of Neurosciences, Center for Applied Medical Research, University of Navarra, Pamplona, Spain
- * E-mail:
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