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Huang Y, Li Y, Yuan Y, Zhang X, Yan W, Li T, Niu Y, Xu M, Yan T, Li X, Li D, Xiang J, Wang B, Yan T. Beta-informativeness-diffusion multilayer graph embedding for brain network analysis. Front Neurosci 2024; 18:1303741. [PMID: 38525375 PMCID: PMC10957763 DOI: 10.3389/fnins.2024.1303741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 02/07/2024] [Indexed: 03/26/2024] Open
Abstract
Brain network analysis provides essential insights into the diagnosis of brain disease. Integrating multiple neuroimaging modalities has been demonstrated to be more effective than using a single modality for brain network analysis. However, a majority of existing brain network analysis methods based on multiple modalities often overlook both complementary information and unique characteristics from various modalities. To tackle this issue, we propose the Beta-Informativeness-Diffusion Multilayer Graph Embedding (BID-MGE) method. The proposed method seamlessly integrates structural connectivity (SC) and functional connectivity (FC) to learn more comprehensive information for diagnosing neuropsychiatric disorders. Specifically, a novel beta distribution mapping function (beta mapping) is utilized to increase vital information and weaken insignificant connections. The refined information helps the diffusion process concentrate on crucial brain regions to capture more discriminative features. To maximize the preservation of the unique characteristics of each modality, we design an optimal scale multilayer brain network, the inter-layer connections of which depend on node informativeness. Then, a multilayer informativeness diffusion is proposed to capture complementary information and unique characteristics from various modalities and generate node representations by incorporating the features of each node with those of their connected nodes. Finally, the node representations are reconfigured using principal component analysis (PCA), and cosine distances are calculated with reference to multiple templates for statistical analysis and classification. We implement the proposed method for brain network analysis of neuropsychiatric disorders. The results indicate that our method effectively identifies crucial brain regions associated with diseases, providing valuable insights into the pathology of the disease, and surpasses other advanced methods in classification performance.
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Affiliation(s)
- Yin Huang
- College of Computer Science and Technology (College of Data Science), Taiyuan University of Technology, Taiyuan, China
| | - Ying Li
- College of Computer Science and Technology (College of Data Science), Taiyuan University of Technology, Taiyuan, China
| | - Yuting Yuan
- College of Computer Science and Technology (College of Data Science), Taiyuan University of Technology, Taiyuan, China
| | - Xingyu Zhang
- College of Computer Science and Technology (College of Data Science), Taiyuan University of Technology, Taiyuan, China
| | - Wenjie Yan
- College of Computer Science and Technology (College of Data Science), Taiyuan University of Technology, Taiyuan, China
| | - Ting Li
- School of Life Science, Beijing Institute of Technology, Beijing, China
| | - Yan Niu
- College of Computer Science and Technology (College of Data Science), Taiyuan University of Technology, Taiyuan, China
| | - Mengzhou Xu
- School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China
| | - Ting Yan
- Translational Medicine Research Center, Shanxi Medical University, Taiyuan, China
| | - Xiaowen Li
- Computer Information Engineering Institute, Shanxi Technology and Business College, Taiyuan, China
| | - Dandan Li
- College of Computer Science and Technology (College of Data Science), Taiyuan University of Technology, Taiyuan, China
| | - Jie Xiang
- College of Computer Science and Technology (College of Data Science), Taiyuan University of Technology, Taiyuan, China
| | - Bin Wang
- College of Computer Science and Technology (College of Data Science), Taiyuan University of Technology, Taiyuan, China
| | - Tianyi Yan
- School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China
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Adamczyk P, Biczak J, Kotlarska K, Daren A, Cichocki Ł. On the specificity of figurative language comprehension impairment in schizophrenia and its relation to cognitive skills but not psychopathological symptoms - Study on metaphor, humor and irony. Schizophr Res Cogn 2024; 35:100294. [PMID: 37928747 PMCID: PMC10624582 DOI: 10.1016/j.scog.2023.100294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 10/22/2023] [Accepted: 10/23/2023] [Indexed: 11/07/2023]
Abstract
People with schizophrenia have difficulty understanding figurative expressions, such as metaphors, humor or irony. The present study investigated the specificity of figurative language impairment in schizophrenia and its relation with cognitive and psychotic symptoms. It included 54 schizophrenia and 54 age and sex-matched healthy subjects who performed a cognitive screening (ACE-III) and figurative language comprehension task consisting of 60 short stories with three types of endings: a figurative one and its literal and an absurd (meaningless) counterparts. Each figurative domain - metaphor, humor, irony - was split into two sub-domains, i.e., conventional and novel metaphors, intended-to-be-funny and social-norm-violation jokes, simple irony and critical sarcasm, respectively. The main findings are: i) in schizophrenia, figurative language deficit manifests itself in each domain; ii) the most pronounced subdomain-specific impairment has been found for novel vs conventional metaphors and irony vs sarcasm; iii) altered figurative language comprehension was related to diminished cognitive abilities but not to psychopathology symptoms (PANSS) or other clinical characteristics. This may suggest that figurative language impairment, as a specific part of communication deficit, may be regarded as an essential characteristic of schizophrenia, related to primary cognitive deficits but independent of psychopathology.
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Affiliation(s)
| | | | | | - Artur Daren
- Faculty of Psychology, Pedagogy, and Humanities, Andrzej Frycz Modrzewski Krakow University, Krakow, Poland
| | - Łukasz Cichocki
- Babinski Clinical Hospital, Krakow, Poland
- Clinic of Psychiatry, Andrzej Frycz Modrzewski Krakow University, Krakow, Poland
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Ellis CA, Miller RL, Calhoun VD. Explainable fuzzy clustering framework reveals divergent default mode network connectivity dynamics in schizophrenia. Front Psychiatry 2024; 15:1165424. [PMID: 38495909 PMCID: PMC10941842 DOI: 10.3389/fpsyt.2024.1165424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 01/30/2024] [Indexed: 03/19/2024] Open
Abstract
Introduction Dynamic functional network connectivity (dFNC) analysis of resting state functional magnetic resonance imaging data has yielded insights into many neurological and neuropsychiatric disorders. A common dFNC analysis approach uses hard clustering methods like k-means clustering to assign samples to states that summarize network dynamics. However, hard clustering methods obscure network dynamics by assuming (1) that all samples within a cluster are equally like their assigned centroids and (2) that samples closer to one another in the data space than to their centroids are well-represented by their centroids. In addition, it can be hard to compare subjects, as in some cases an individual may not manifest a state strongly enough to enter a hard cluster. Approaches that allow a dimensional approach to connectivity patterns (e.g., fuzzy clustering) can mitigate these issues. In this study, we present an explainable fuzzy clustering framework by combining fuzzy c-means clustering with several explainability metrics and novel summary features. Methods We apply our framework for schizophrenia (SZ) default mode network analysis. Namely, we extract dFNC from individuals with SZ and controls, identify 5 dFNC states, and characterize the dFNC features most crucial to those states with a new perturbation-based clustering explainability approach. We then extract several features typically used in hard clustering and further present a variety of unique features specially designed for use with fuzzy clustering to quantify state dynamics. We examine differences in those features between individuals with SZ and controls and further search for relationships between those features and SZ symptom severity. Results Importantly, we find that individuals with SZ spend more time in states of moderate anticorrelation between the anterior and posterior cingulate cortices and strong anticorrelation between the precuneus and anterior cingulate cortex. We further find that individuals with SZ tend to transition more rapidly than controls between low-magnitude and high-magnitude dFNC states. Conclusion We present a novel dFNC analysis framework and use it to identify effects of SZ upon network dynamics. Given the ease of implementing our framework and its enhanced insight into network dynamics, it has great potential for use in future dFNC studies.
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Affiliation(s)
- Charles A. Ellis
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Atlanta, GA, United States
- Georgia Institute of Technology, Emory University, Atlanta, GA, United States
| | - Robyn L. Miller
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Atlanta, GA, United States
- Georgia Institute of Technology, Emory University, Atlanta, GA, United States
- Department of Computer Science, Georgia State University, Atlanta, GA, United States
| | - Vince D. Calhoun
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Atlanta, GA, United States
- Georgia Institute of Technology, Emory University, Atlanta, GA, United States
- Department of Computer Science, Georgia State University, Atlanta, GA, United States
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Felsenheimer A, Rapp AM. Proverb comprehension in schizophrenia: A comprehensive review and meta-analysis.2. Compr Psychiatry 2024; 129:152444. [PMID: 38141588 DOI: 10.1016/j.comppsych.2023.152444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 11/23/2023] [Accepted: 12/14/2023] [Indexed: 12/25/2023] Open
Abstract
BACKGROUND Examination of proverb comprehension has a long tradition in clinical diagnostics of individuals with schizophrenia (iSCZ). Deficits in the comprehension are considered common. Interpretations of proverbs are traditionally measured by their degree of abstraction and concreteness ('literalness'), but iSCZ's responses may also be illogical or 'bizarre'. Experimental research on proverb comprehension starts in the 1940s. Since then, the specificity of proverb tests has often been questioned, but has never been the subject of a meta-analysis. The aim of this meta-analysis is to include all experimental research, including historical studies, that meets quality criteria and compares the responses to proverbs in iSCZ with those in healthy controls (HC) or clinical controls (CC). METHODS PubMed, Web of Science, and PsycInfo databases were searched. After coding 121 articles, 27 (median publication year 1982) were included and multi-level meta-analyses performed. Moderator analyses were performed on response format (multiple-choice vs. verbal responses), proverb test, scoring method, language, acute vs. chronic stage of iSCZ, time of publication, clinical vs. healthy control group, age, IQ/education, and gender. Publication bias was assessed using funnel plots, trim and fill method and Egger's test. RESULTS The search identified 27 eligible studies for inclusion. Studies were published between 1956 and 2020 and predominantly older than 30 years (median: 1982). The Gorham Proverbs Test was the most established test and predominantly conducted in English. CC mostly consisted of depressive disorders. Pooled estimates yielded statistically significant less abstract (g = -1.00; 95%CI, -1.34 to -1.67), more concrete (g = 0.69; 95%CI, 0.35-1.03), and more bizarre (g = 1.08; 95%CI, 0.74-1.41) responses in iSCZ compared to controls. The type of control group moderated all three effects, with greater differences of iSCZ compared to HC than to CC in abstraction and bizarreness, and no significant group difference between iSCZ and CC in concreteness. Meta-regressions indicated IQ/education and age as possible sources of variability in abstraction and bizarreness. CONCLUSIONS While lower abstraction and higher bizarreness seems a characteristic of iSCZ, the diagnostic specificity of a concrete response was astonishingly low. The lack of a unified definition for concretism and limited consideration of cultural diversity contributed to these complex findings. Future research should focus on exploring the qualitative aspects of proverb comprehension and the association between symptomatology types and misinterpretations to improve diagnostic accuracy.
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Affiliation(s)
- Anne Felsenheimer
- Department of Psychiatry and Psychotherapy, University of Tuebingen, Calwerstrasse 14, 72076 Tuebingen, Germany; Max Planck School of Cognition, Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstrasse 1a, 04103 Leipzig, Germany
| | - Alexander M Rapp
- Department of Psychiatry and Psychotherapy, University of Tuebingen, Calwerstrasse 14, 72076 Tuebingen, Germany.
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Wasserthal S, Lehmann M, Neumann C, Delis A, Philipsen A, Hurlemann R, Ettinger U, Schultz J. Effects of NMDA-receptor blockade by ketamine on mentalizing and its neural correlates in humans: a randomized control trial. Sci Rep 2023; 13:17184. [PMID: 37821513 PMCID: PMC10567921 DOI: 10.1038/s41598-023-44443-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 10/08/2023] [Indexed: 10/13/2023] Open
Abstract
Schizophrenia is associated with various deficits in social cognition that remain relatively unaltered by antipsychotic treatment. While faulty glutamate signaling has been associated with general cognitive deficits as well as negative symptoms of schizophrenia, no direct link between manipulation of glutamate signaling and deficits in mentalizing has been demonstrated thus far. Here, we experimentally investigated whether ketamine, an uncompetitive N-methyl-D-aspartate receptor antagonist known to induce psychotomimetic effects, influences mentalizing and its neural correlates. In a randomized, placebo-controlled between-subjects experiment, we intravenously administered ketamine or placebo to healthy participants performing a video-based social cognition task during functional magnetic resonance imaging. Psychotomimetic effects of ketamine were assessed using the Positive and Negative Syndrome Scale. Compared to placebo, ketamine led to significantly more psychotic symptoms and reduced mentalizing performance (more "no mentalizing" errors). Ketamine also influenced blood oxygen level dependent (BOLD) response during mentalizing compared to placebo. Specifically, ketamine increased BOLD in right posterior superior temporal sulcus (pSTS) and increased connectivity between pSTS and anterior precuneus. These increases may reflect a dysfunctional shift of attention induced by ketamine that leads to mentalizing deficits. Our findings show that a psychotomimetic dose of ketamine impairs mentalizing and influences its neural correlates, a result compatible with the notion that deficient glutamate signaling may contribute to deficits in mentalizing in schizophrenia. The results also support efforts to seek novel psychopharmacological treatments for psychosis and schizophrenia targeting glutamatergic transmission.
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Affiliation(s)
- Sven Wasserthal
- Division of Medical Psychology, Department of Psychiatry and Psychotherapy, University Hospital of Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.
| | - Mirko Lehmann
- Department of Psychology, University of Bonn, Bonn, Germany
| | - Claudia Neumann
- Department of Anaesthesiology and Intensive Care Medicine, University Hospital Bonn, Bonn, Germany
| | - Achilles Delis
- Department of Anaesthesiology and Intensive Care Medicine, University Hospital Bonn, Bonn, Germany
| | - Alexandra Philipsen
- Department of Psychiatry and Psychotherapy, University Hospital of Bonn, Bonn, Germany
| | - René Hurlemann
- Department of Psychiatry, School of Medicine and Health Sciences, University of Oldenburg, Oldenburg, Germany
| | | | - Johannes Schultz
- Center for Economics and Neuroscience, University of Bonn, Bonn, Germany
- Institute for Experimental Epileptology and Cognition Research, Medical Faculty, University of Bonn, Bonn, Germany
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Saez-Calveras N, Tran N, Tran C, Upadhyaya P. Episodic stuttering as the presenting manifestation of acute ischemic stroke: A case report and systematic literature review. J Stroke Cerebrovasc Dis 2023; 32:107271. [PMID: 37516023 DOI: 10.1016/j.jstrokecerebrovasdis.2023.107271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Revised: 07/18/2023] [Accepted: 07/20/2023] [Indexed: 07/31/2023] Open
Abstract
BACKGROUND Acquired episodic stuttering in adulthood represents a rare condition, which has been infrequently described in the literature. CASE PRESENTATION We describe the case of a 62-year-old male who presented to the emergency room with three episodes of new-onset brief isolated stuttering with no other speech impairment or associated focal neurologic deficits. His brain magnetic resonance imaging was notable for the presence of a small acute ischemic stroke involving the left precuneus cortex. SYSTEMATIC LITERATURE REVIEW We performed a systematic literature review to evaluate the association between stroke and acquired neurogenic stuttering. The evidence published to this date suggests that the underlying pathophysiology of acquired stutter does not localize to an isolated or focal region. The development of stuttering secondary to strokes may be the result of a disruption at any level in a cortico-striato-cortical integrative pathway mediating speech execution. CONCLUSION Here we aimed to emphasize the importance of carefully evaluating new-onset recurrent episodic stuttering to rule out an underlying stroke or another neurogenic etiology. We provide a comprehensive review of acquired stuttering, its differential diagnosis, and its evaluation.
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Affiliation(s)
- Nil Saez-Calveras
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA; Parkland Memorial Hospital, Dallas, TX, USA.
| | - Nguyen Tran
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA; Parkland Memorial Hospital, Dallas, TX, USA.
| | - Conny Tran
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA; Parkland Memorial Hospital, Dallas, TX, USA.
| | - Parth Upadhyaya
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA; Parkland Memorial Hospital, Dallas, TX, USA.
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Messina A, Cuccì G, Crescimanno C, Signorelli MS. Clinical anatomy of the precuneus and pathogenesis of the schizophrenia. Anat Sci Int 2023:10.1007/s12565-023-00730-w. [PMID: 37340095 DOI: 10.1007/s12565-023-00730-w] [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: 01/13/2023] [Accepted: 05/12/2023] [Indexed: 06/22/2023]
Abstract
Recent evidence has shown that the precuneus plays a role in the pathogenesis of schizophrenia. The precuneus is a structure of the parietal lobe's medial and posterior cortex, representing a central hub involved in multimodal integration processes. Although neglected for several years, the precuneus is highly complex and crucial for multimodal integration. It has extensive connections with different cerebral areas and is an interface between external stimuli and internal representations. In human evolution, the precuneus has increased in size and complexity, allowing the development of higher cognitive functions, such as visual-spatial ability, mental imagery, episodic memory, and other tasks involved in emotional processing and mentalization. This paper reviews the functions of the precuneus and discusses them concerning the psychopathological aspects of schizophrenia. The different neuronal circuits, such as the default mode network (DMN), in which the precuneus is involved and its alterations in the structure (grey matter) and the disconnection of pathways (white matter) are described.
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Affiliation(s)
- Antonino Messina
- Department of Clinical and Experimental Medicine, Psychiatry Unit, University of Catania, Catania, Italy.
| | | | | | - Maria Salvina Signorelli
- Department of Clinical and Experimental Medicine, Psychiatry Unit, University of Catania, Catania, Italy
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Yang J, Huang L. Comprehension of metaphors in patients with mild cognitive impairment: Evidence from behavioral and ERP data. Acta Psychol (Amst) 2023; 235:103894. [PMID: 36940588 DOI: 10.1016/j.actpsy.2023.103894] [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: 08/25/2022] [Revised: 03/14/2023] [Accepted: 03/15/2023] [Indexed: 03/23/2023] Open
Abstract
The ability of metaphor comprehension reflects the cognitive status of elders. This study explored the ability of Chinese aMCI patients to access metaphorical meaning based on linguistic models of metaphor processing. ERPs were recorded from 30 aMCI patients and 30 control participants when judging the meaningfulness of literal sentences, conventional metaphors, novel metaphors, and anomalous expressions. The lower accuracy of the aMCI group revealed an impairment in metaphoric comprehension ability, but this difference was not reflected in ERPs data. In all participants, anomalous endings to sentences evoked the most negative N400 amplitude, whereas conventional metaphors evoked the smallest N400 amplitude. The LPC amplitude might be masked by a metaphor rebound effect when processing novel metaphors, which was consistent with the Graded Salience Model that novel metaphors needed further semantic integration. The results suggest that the aMCI patients may suffer an impairment in metaphorical meaning recognition, which the declined working memory may cause.
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Affiliation(s)
- Jingjing Yang
- Tongji Univ, Research Center for Ageing, Language and Care, Shanghai, People's Republic of China
| | - Lihe Huang
- Tongji Univ, Research Center for Ageing, Language and Care, Shanghai, People's Republic of China.
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Chakrabarty M, Bhattacharya K, Chatterjee G, Biswas A, Ghosal M. Pragmatic deficits in patients with schizophrenia and right hemisphere damage: A pilot study. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2023; 58:169-188. [PMID: 36073996 DOI: 10.1111/1460-6984.12778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 07/23/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND While pragmatic deficits are well documented in patients with schizophrenia (SCZ) and right hemisphere damage (RHD), there is a paucity of research comparing the pragmatic deficits of these two groups. Do they experience similar cognitive dysfunction or is there a dissociation between the two patient groups? AIMS To investigate the nature of pragmatic deficits in these two groups and to gain an understanding of the underlying cognitive mechanisms that might be associated with these deficits to further future investigations. METHODS & PROCEDURES A total of 60 participants (15 patients with SCZ; 15 with RHD; 30 (15 + 15) healthy controls (HC) were administered the Bengali Audio-Visual Test-Battery for Assessment of Pragmatic Skills. OUTCOMES & RESULTS Both SCZ and RHD patients were found to have significant pragmatic deficits compared with their matched controls. SCZ patients were found to score significantly better than the RHD group in six out of the 10 pragmatic skills when controlled for age and education. Discriminant function analysis was performed and 86.7% of the cases (HC = 100%, SCZ = 73.3% and RHD = 86.7%) were correctly reclassified into their original categories using the test scores. CONCLUSIONS & IMPLICATIONS The study suggests that there is heterogeneity in the nature of the pragmatic breakdown within and across patient groups. Therefore, individualized restorative measures targeting the disrupted cognitive mechanism(s) might help elevate pragmatic competence and enhance the social functioning of patients with pragmatic deficits. WHAT THIS PAPER ADDS What is already known on the subject Pragmatic deficits are common in adults with cognitive impairments of different etiologies. However, few studies have explored pragmatic deficits across clinical populations. Consequently, very little is known about the nature of pragmatic deficits in patients with schizophrenia and right hemisphere damage. What this paper adds to existing knowledge This work offers preliminary data on pragmatic difficulties in patients with schizophrenia and right hemisphere damage. This study overrides the boundaries of traditional classifications and evaluates pragmatic difficulties in these two clinical populations with reference to the underlying cognitive mechanisms, which might be disrupted. What are the potential or actual clinical implications of this work? The study adds a transdiagnostic perspective suggesting that there might be heterogeneity in pragmatic deficits, both within and across patient groups, and stresses the need for individualized therapy.
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Affiliation(s)
| | | | - Garga Chatterjee
- Psychology Research Unit, Indian Statistical Institute, Kolkata, West Bengal, India
| | - Atanu Biswas
- Bangur Institute of Neurosciences, IPGME&R, Kolkata, West Bengal, India
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Wang RWY, Liu IN. Temporal and electroencephalography dynamics of surreal marketing. Front Neurosci 2022; 16:949008. [PMID: 36389218 PMCID: PMC9648353 DOI: 10.3389/fnins.2022.949008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 08/25/2022] [Indexed: 11/28/2022] Open
Abstract
Event-related spectral perturbation analysis was employed in this study to explore whether surreal image designs containing metaphors could influence product marketing effects, including consumers' product curiosity, product comprehension, product preference, and purchase intention. A total of 30 healthy participants aged 21-30 years were recruited. Neurophysiological findings revealed that lower gamma, beta, and theta spectral powers were evoked in the right insula (Brodmann Area 13) by surreal marketing images. This was associated, behaviorally, with the manifestation of higher product curiosity and purchase intention. Based on previous research, the brain functions of this area include novelty, puzzle-solving, and cravings for reward caused by cognitive overload.
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Affiliation(s)
- Regina W. Y. Wang
- Department of Design, National Taiwan University of Science and Technology, Taipei City, Taiwan
- Design Perceptual Awareness Laboratory, Taiwan Building Technology Center, National Taiwan University of Science and Technology, Taipei City, Taiwan
| | - I-Ning Liu
- Department of Design, National Taiwan University of Science and Technology, Taipei City, Taiwan
- Design Perceptual Awareness Laboratory, Taiwan Building Technology Center, National Taiwan University of Science and Technology, Taipei City, Taiwan
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Koller S, Müller N, Kauschke C. The Elephant in the Room: A Systematic Review of Stimulus Control in Neuro-Measurement Studies on Figurative Language Processing. Front Hum Neurosci 2022; 15:791374. [PMID: 35126074 PMCID: PMC8814624 DOI: 10.3389/fnhum.2021.791374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 12/23/2021] [Indexed: 11/22/2022] Open
Abstract
The processing of metaphors and idioms has been the subject of neuroscientific research for several decades. However, results are often contradictory, which can be traced back to inconsistent terminology and stimulus control. In this systematic review of research methods, we analyse linguistic aspects of 116 research papers which used EEG, fMRI, PET, MEG, or NIRS to investigate the neural processing of the two figurative subtypes metaphor and idiom. We critically examine the theoretical foundations as well as stimulus control by performing a systematic literature synthesis according to the PRISMA guidelines. We explicitly do not analyse the findings of the studies but instead focus on four primary aspects: definitions of figurative language and its subtypes, linguistic theory behind the studies, control for factors influencing figurative language processing, and the relationship between theoretical and operational definitions. We found both a lack and a broad variety in existing definitions and operationalisation, especially in regard to familiarity and conventionality. We identify severe obstacles in the comparability and validation potential of the results of the papers in our review corpus. We propose the development of a consensus in fundamental terminology and more transparency in the reporting of stimulus design in the research on figurative language processing.
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Affiliation(s)
| | - Nadine Müller
- Department of German Studies and Arts, Institute of German Linguistics, Philipps University of Marburg, Marburg, Germany
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Functional Magnetic Resonance Imaging Study of Electroacupuncture Stimulating Uterine Acupoints. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:4295985. [PMID: 35096130 PMCID: PMC8791738 DOI: 10.1155/2022/4295985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2021] [Revised: 12/12/2021] [Accepted: 12/20/2021] [Indexed: 11/17/2022]
Abstract
Objective Based on resting-state functional magnetic resonance imaging (rs-fMRI), to observe the changes of brain function of bilateral uterine points stimulated by electroacupuncture, so as to provide imaging basis for acupuncture in the treatment of gynecological and reproductive diseases. Methods 20 healthy female subjects were selected to stimulate bilateral uterine points (EX-CA1) by electroacupuncture. FMRI data before and after acupuncture were collected. The ReHo values before and after acupuncture were compared by using the analysis method of regional homogeneity (ReHo) of the whole brain, so as to explore the regulatory effect of acupuncture intervention on brain functional activities of healthy subjects. Results Compared with before acupuncture, the ReHo values of the left precuneus lobe, left central posterior gyrus, calcarine, left lingual gyrus, and cerebellum decreased significantly after acupuncture. Conclusion Electroacupuncture at bilateral uterine points can induce functional activities in brain areas such as the precuneus, cerebellum, posterior central gyrus, talform sulcus, and lingual gyrus. The neural activities in these brain areas may be related to reproductive hormone level, emotional changes, somatic sensation, and visual information. It can clarify the neural mechanism of acupuncture at uterine points in the treatment of reproductive and gynecological diseases to a certain extent.
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Zhang S, Li J, Yang Y, Hale J. Decoding the silence: Neural bases of zero pronoun resolution in Chinese. BRAIN AND LANGUAGE 2022; 224:105050. [PMID: 34861608 DOI: 10.1016/j.bandl.2021.105050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 11/09/2021] [Accepted: 11/11/2021] [Indexed: 06/13/2023]
Abstract
Chinese is one of many languages that can drop subjects. We report an fMRI study of language comprehension processes in these "zero pronoun" cases. The fMRI data come from Chinese speakers who listened to an audiobook. We conducted both univariate GLM and multivariate pattern analysis (MVPA) on these data. We found increased left Temporal Lobe activity for zero pronouns compared to overt subjects, suggesting additional effort searching for an antecedent during zero pronoun resolution. MVPA further revealed that the intended referent of a zero pronoun can be decoded in the Parahippocampal Gyrus and the Precuneus shortly after its presentation. This highlights the role of memory and discourse-level processing in resolving referential expressions, including unspoken ones, in naturalistic language comprehension.
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Affiliation(s)
| | - Jixing Li
- New York University Abu Dhabi, United Arab Emirates
| | | | - John Hale
- University of Georgia, United States
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14
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Massey I. A new Turing test: metaphor vs. nonsense. AI & SOCIETY 2021; 36:677-684. [PMID: 34305334 PMCID: PMC8287117 DOI: 10.1007/s00146-021-01242-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 06/10/2021] [Indexed: 12/02/2022]
Abstract
My basic argument is that a computer cannot distinguish between metaphor and nonsense. This would be my new “Turing Test.” I was very fond of a particular Italian poem, but I was told by an Italian friend that it was a hackneyed poem of little worth. I then taught myself to experience the poem alternately, as real poetry and as the silly nonsense that my friend claimed it really was. Having done so, I realized that I could do the same with any metaphor, such as “having a green thumb.” Thinking about the nature of this switch, from the literal to the metaphorical, I also realized that it was the sort of change that could not be prescribed or even described: this, the basic aesthetic gesture, remains beyond the boundary of logical definition. It then dawned on me that it might provide a test for the validity of a “Turing Test,” by any definition. Can a computer track a mind as it goes through this transformation? I could not envisage such a possibility. This would be a “Turing Test” based on the discipline of aesthetics rather than on technology. It may even be argued that the ability to experience metaphor is the very definition of the human.
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Affiliation(s)
- Irving Massey
- Department of English and Comparative Literature, University at Buffalo, Buffalo, NY USA
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15
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Adamczyk P, Jáni M, Ligeza TS, Płonka O, Błądziński P, Wyczesany M. On the Role of Bilateral Brain Hypofunction and Abnormal Lateralization of Cortical Information Flow as Neural Underpinnings of Conventional Metaphor Processing Impairment in Schizophrenia: An fMRI and EEG Study. Brain Topogr 2021; 34:537-554. [PMID: 33973137 PMCID: PMC8195899 DOI: 10.1007/s10548-021-00849-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 05/05/2021] [Indexed: 01/05/2023]
Abstract
Figurative language processing (e.g. metaphors) is commonly impaired in schizophrenia. In the present study, we investigated the neural activity and propagation of information within neural circuits related to the figurative speech, as a neural substrate of impaired conventional metaphor processing in schizophrenia. The study included 30 schizophrenia outpatients and 30 healthy controls, all of whom were assessed with a functional Magnetic Resonance Imaging (fMRI) and electroencephalography (EEG) punchline-based metaphor comprehension task including literal (neutral), figurative (metaphorical) and nonsense (absurd) endings. The blood oxygenation level-dependent signal was recorded with 3T MRI scanner and direction and strength of cortical information flow in the time course of task processing was estimated with a 64-channel EEG input for directed transfer function. The presented results revealed that the behavioral manifestation of impaired figurative language in schizophrenia is related to the hypofunction in the bilateral fronto-temporo-parietal brain regions (fMRI) and various differences in effective connectivity in the fronto-temporo-parietal circuit (EEG). Schizophrenia outpatients showed an abnormal pattern of connectivity during metaphor processing which was related to bilateral (but more pronounced at the left hemisphere) hypoactivation of the brain. Moreover, we found reversed lateralization patterns, i.e. a rightward-shifted pattern during metaphor processing in schizophrenia compared to the control group. In conclusion, the presented findings revealed that the impairment of the conventional metaphor processing in schizophrenia is related to the bilateral brain hypofunction, which supports the evidence on reversed lateralization of the language neural network and the existence of compensatory recruitment of alternative neural circuits in schizophrenia.
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Affiliation(s)
- Przemysław Adamczyk
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060, Kraków, Poland.
| | - Martin Jáni
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060, Kraków, Poland.,Department of Psychiatry, Faculty of Medicine, Masaryk University and University Hospital Brno, Brno, Czech Republic
| | - Tomasz S Ligeza
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060, Kraków, Poland
| | - Olga Płonka
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060, Kraków, Poland
| | - Piotr Błądziński
- Community Psychiatry and Psychosis Research Center, Chair of Psychiatry, Medical College, Jagiellonian University, Kraków, Poland
| | - Miroslaw Wyczesany
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060, Kraków, Poland
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16
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Healey M, Howard E, Ungrady M, Olm CA, Nevler N, Irwin DJ, Grossman M. More Than Words: Extra-Sylvian Neuroanatomic Networks Support Indirect Speech Act Comprehension and Discourse in Behavioral Variant Frontotemporal Dementia. Front Hum Neurosci 2021; 14:598131. [PMID: 33519400 PMCID: PMC7842266 DOI: 10.3389/fnhum.2020.598131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 11/24/2020] [Indexed: 11/13/2022] Open
Abstract
Indirect speech acts—responding “I forgot to wear my watch today” to someone who asked for the time—are ubiquitous in daily conversation, but are understudied in current neurobiological models of language. To comprehend an indirect speech act like this one, listeners must not only decode the lexical-semantic content of the utterance, but also make a pragmatic, bridging inference. This inference allows listeners to derive the speaker’s true, intended meaning—in the above dialog, for example, that the speaker cannot provide the time. In the present work, we address this major gap by asking non-aphasic patients with behavioral variant frontotemporal dementia (bvFTD, n = 21) and brain-damaged controls with amnestic mild cognitive impairment (MCI, n = 17) to judge simple question-answer dialogs of the form: “Do you want some cake for dessert?” “I’m on a very strict diet right now,” and relate the results to structural and diffusion MRI. Accuracy and reaction time results demonstrate that subjects with bvFTD, but not MCI, are selectively impaired in indirect relative to direct speech act comprehension, due in part to their social and executive limitations, and performance is related to caregivers’ judgment of communication efficacy. MRI imaging associates the observed impairment in bvFTD to cortical thinning not only in traditional language-associated regions, but also in fronto-parietal regions implicated in social and executive cerebral networks. Finally, diffusion tensor imaging analyses implicate white matter tracts in both dorsal and ventral projection streams, including superior longitudinal fasciculus, frontal aslant, and uncinate fasciculus. These results have strong implications for updated neurobiological models of language, and emphasize a core, language-mediated social disorder in patients with bvFTD.
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Affiliation(s)
- Meghan Healey
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.,Neuroscience Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Erica Howard
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States
| | - Molly Ungrady
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States
| | - Christopher A Olm
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.,Penn Image Computing and Science Laboratory, Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Naomi Nevler
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States
| | - David J Irwin
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.,Center for Neurodegenerative Disease Research, Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Murray Grossman
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.,Neuroscience Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
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17
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Khan DM, Kamel N, Muzaimi M, Hill T. Effective Connectivity for Default Mode Network Analysis of Alcoholism. Brain Connect 2020; 11:12-29. [PMID: 32842756 DOI: 10.1089/brain.2019.0721] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Introduction: With the recent technical advances in brain imaging modalities such as magnetic resonance imaging, positron emission tomography, and functional magnetic resonance imaging (fMRI), researchers' interests have inclined over the years to study brain functions through the analysis of the variations in the statistical dependence among various brain regions. Through its wide use in studying brain connectivity, the low temporal resolution of the fMRI represented by the limited number of samples per second, in addition to its dependence on brain slow hemodynamic changes, makes it of limited capability in studying the fast underlying neural processes during information exchange between brain regions. Materials and Methods: In this article, the high temporal resolution of the electroencephalography (EEG) is utilized to estimate the effective connectivity within the default mode network (DMN). The EEG data are collected from 20 subjects with alcoholism and 25 healthy subjects (controls), and used to obtain the effective connectivity diagram of the DMN using the Partial Directed Coherence algorithm. Results: The resulting effective connectivity diagram within the DMN shows the unidirectional causal effect of each region on the other. The variations in the causal effects within the DMN between controls and alcoholics show clear correlation with the symptoms that are usually associated with alcoholism, such as cognitive and memory impairments, executive control, and attention deficiency. The correlation between the exchanged causal effects within the DMN and symptoms related to alcoholism is discussed and properly analyzed. Conclusion: The establishment of the causal differences between control and alcoholic subjects within the DMN regions provides valuable insight into the mechanism by which alcohol modulates our cognitive and executive functions and creates better possibility for effective treatment of alcohol use disorder.
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Affiliation(s)
- Danish M Khan
- Centre for Intelligent Signal & Imaging Research (CISIR), Electrical & Electronic Engineering Department, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Malaysia.,Department of Electronic and Telecommunications Engineering, NED University of Engineering & Technology, University Road, Karachi, Pakistan
| | - Nidal Kamel
- Centre for Intelligent Signal & Imaging Research (CISIR), Electrical & Electronic Engineering Department, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Malaysia
| | - Mustapha Muzaimi
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian Malaysia
| | - Timothy Hill
- Neurotherapy & Psychology, Brain Therapy Centre, Kent Town, Australia
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18
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Zhou S, Xiong P, Ren H, Tan W, Yan Y, Gao Y. Aberrant dorsal attention network homogeneity in patients with right temporal lobe epilepsy. Epilepsy Behav 2020; 111:107278. [PMID: 32693375 DOI: 10.1016/j.yebeh.2020.107278] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 06/18/2020] [Accepted: 06/19/2020] [Indexed: 12/31/2022]
Abstract
The dorsal attention network (DAN) is involved in the process that causes wide-ranging cognitive damage resulted in right temporal lobe epilepsy (rTLE). Nevertheless, few studies have evaluated the relationship between DAN and rTLE. There has been little research on alterations in the network homogeneity (NH) of the DAN in rTLE. The aim of the present study was to investigate NH changes in DAN in patients with rTLE. We included 85 patients with rTLE and 69 healthy controls in this study, and resting-state functional magnetic resonance imaging (rs-fMRI) data were acquired. The NH method was used for data analysis. All subjects took the attention network test (ANT). Network homogeneity in the right superior parietal lobule (SPL) and right precuneus (PCU) was significantly higher in patients with rTLE than in healthy controls. The reaction time (RT) was significantly longer in patients with rTLE than in controls. Notably, we observed no significant relationship between the clinical variables and the abnormal NH. These results indicated that abnormal alterations in DAN existed in patients with rTLE and highlighted the crucial role of DAN in the pathophysiology of cognitive damage in rTLE. Our findings suggested that the executive function (EF) significantly weakened in patients with rTLE.
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Affiliation(s)
- Sangyu Zhou
- School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei 430000, China; Department of Psychiatry, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, Hubei 430000, China
| | - Pingan Xiong
- Department of Taihe Hospital Reproductive Medicine Center Affiliated to Hubei University of Medicine, Shiyan, Hubei 442000, China
| | - Hongwei Ren
- Department of Medical Imaging, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, Hubei 430000, China
| | - Wei Tan
- Hospital of Wuhan University of Science and Technology, Wuhan, Hubei 430000, China
| | - Yanguo Yan
- Department of Psychiatry, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, Hubei 430000, China
| | - Yujun Gao
- Department of Psychiatry, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, Hubei 430000, China.
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19
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Hartung F, Kenett YN, Cardillo ER, Humphries S, Klooster N, Chatterjee A. Context matters: Novel metaphors in supportive and non-supportive contexts. Neuroimage 2020; 212:116645. [PMID: 32070752 DOI: 10.1016/j.neuroimage.2020.116645] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Revised: 01/27/2020] [Accepted: 02/12/2020] [Indexed: 01/29/2023] Open
Abstract
Creative language is defined as linguistic output that is both novel and appropriate. Metaphors are one such example of creative language in which one concept is used to express another by highlighting relevant semantic features. While novelty is an inherent property of unfamiliar metaphors, appropriateness depends on the context. The current study tests the hypothesis that the context in which metaphors are encountered affects their processing. We examined the neural effects of comprehending metaphors in context by comparing neural activations in response to novel metaphors and literal sentences that were either embedded in a meaningful narrative or in matched jabberwocky contexts. We found that the neural correlates of processing metaphoric sentences and their literal counterparts are indistinguishable when embedded in a narrative: both conditions activate bilateral areas along the anterior temporal poles, middle temporal gyri, superior temporal sulci, and the angular gyri. Metaphors embedded in a narrative as compared to their identical counterparts embedded in jabberwocky show increased responses in sensorimotor areas that correspond to the modality of the literal meaning of the target word, perhaps reflecting deeper semantic processing. Our results confirm that context affects neural mechanisms for understanding creative ideas.
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Affiliation(s)
- Franziska Hartung
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, 19104, USA.
| | - Yoed N Kenett
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Eileen R Cardillo
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Stacey Humphries
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Nathaniel Klooster
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Anjan Chatterjee
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, 19104, USA
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20
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Guo Q, Hu Y, Zeng B, Tang Y, Li G, Zhang T, Wang J, Northoff G, Li C, Goff D, Wang J, Yang Z. Parietal memory network and default mode network in first-episode drug-naïve schizophrenia: Associations with auditory hallucination. Hum Brain Mapp 2020; 41:1973-1984. [PMID: 32112506 PMCID: PMC7267906 DOI: 10.1002/hbm.24923] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 11/29/2019] [Accepted: 01/01/2020] [Indexed: 12/17/2022] Open
Abstract
Atypical spontaneous activities in resting‐state networks may play a role in auditory hallucinations (AHs), but networks relevant to AHs are not apparent. Given the debating role of the default mode network (DMN) in AHs, a parietal memory network (PMN) may better echo cognitive theories of AHs in schizophrenia, because PMN is spatially adjacent to the DMN and more relevant to memory processing or information integration. To examine whether PMN is more relevant to AHs than DMN, we characterized these intrinsic networks in AHs with 59 first‐episode, drug‐naïve schizophrenics (26 AH+ and 33 AH−) and 60 healthy participants in resting‐state fMRI. We separated the PMN, DMN, and auditory network (AN) using independent component analysis, and compared their functional connectivity across the three groups. We found that only AH+ patients displayed dysconnectivity in PMN, both AH+ and AH− patients exhibited dysfunctions of AN, but neither patient group showed abnormal connectivity within DMN. The connectivity of PMN significantly correlated with memory performance of the patients. Further region‐of‐interest analyses confirmed that the connectivity between the core regions of PMN, the left posterior cingulate gyrus and the left precuneus, was significantly lower only in the AH+ group. In exploratory correlation analysis, this functional connectivity metric significantly correlated with the severity of AH symptoms. The results implicate that compared to the DMN, the PMN is more relevant to the AH symptoms in schizophrenia, and further provides a more precise potential brain modulation target for the intervention of AH symptoms.
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Affiliation(s)
- Qian Guo
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Brain Science and Technology Research Center, Shanghai Jiao Tong University, Shanghai, China.,Department of Early Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yang Hu
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Brain Science and Technology Research Center, Shanghai Jiao Tong University, Shanghai, China
| | - Botao Zeng
- Department of Psychiatry, Qingdao Mental Health Center, Qingdao, China
| | - Yingying Tang
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Guanjun Li
- Department of Early Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tianhong Zhang
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jinhong Wang
- Department of Medical Imaging, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Georg Northoff
- University of Ottawa Brain and Mind Research Institute, and Mind Brain Imaging and Neuroethics Royal's Institute of Mental Health Research, University of Ottawa, Ottawa, Ontario, Canada
| | - Chunbo Li
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Brain Science and Technology Research Center, Shanghai Jiao Tong University, Shanghai, China.,Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Bio-X Institutes, Ministry of Education, Shanghai Jiao Tong University, Shanghai, China.,Institute of Psychology and Behaviour Science, Shanghai Jiao Tong University, Shanghai, China
| | - Donald Goff
- Department of Psychiatry, New York University School of Medicine, New York, New York
| | - Jijun Wang
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Brain Science and Technology Research Center, Shanghai Jiao Tong University, Shanghai, China.,Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Bio-X Institutes, Ministry of Education, Shanghai Jiao Tong University, Shanghai, China.,Institute of Psychology and Behaviour Science, Shanghai Jiao Tong University, Shanghai, China
| | - Zhi Yang
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Brain Science and Technology Research Center, Shanghai Jiao Tong University, Shanghai, China.,Institute of Psychology and Behaviour Science, Shanghai Jiao Tong University, Shanghai, China
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21
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Yao S, Liebenthal E, Juvekar P, Bunevicius A, Vera M, Rigolo L, Golby AJ, Tie Y. Sex Effect on Presurgical Language Mapping in Patients With a Brain Tumor. Front Neurosci 2020; 14:4. [PMID: 32038154 PMCID: PMC6992642 DOI: 10.3389/fnins.2020.00004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Accepted: 01/06/2020] [Indexed: 12/12/2022] Open
Abstract
Differences between males and females in brain development and in the organization and hemispheric lateralization of brain functions have been described, including in language. Sex differences in language organization may have important implications for language mapping performed to assess, and minimize neurosurgical risk to, language function. This study examined the effect of sex on the activation and functional connectivity of the brain, measured with presurgical functional magnetic resonance imaging (fMRI) language mapping in patients with a brain tumor. We carried out a retrospective analysis of data from neurosurgical patients treated at our institution who met the criteria of pathological diagnosis (malignant brain tumor), tumor location (left hemisphere), and fMRI paradigms [sentence completion (SC); antonym generation (AG); and resting-state fMRI (rs-fMRI)]. Forty-seven patients (22 females, mean age = 56.0 years) were included in the study. Across the SC and AG tasks, females relative to males showed greater activation in limited areas, including the left inferior frontal gyrus classically associated with language. In contrast, males relative to females showed greater activation in extended areas beyond the classic language network, including the supplementary motor area (SMA) and precentral gyrus. The rs-fMRI functional connectivity of the left SMA in the females was stronger with inferior temporal pole (TP) areas, and in the males with several midline areas. The findings are overall consistent with theories of greater reliance on specialized language areas in females relative to males, and generalized brain areas in males relative to females, for language function. Importantly, the findings suggest that sex could affect fMRI language mapping. Thus, considering sex as a variable in presurgical language mapping merits further investigation.
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Affiliation(s)
- Shun Yao
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
- Center for Pituitary Tumor Surgery, Department of Neurosurgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Wuhan School of Clinical Medicine, Southern Medical University, Wuhan, China
| | - Einat Liebenthal
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
- Institute for Technology in Psychiatry, McLean Hospital, Harvard Medical School, Belmont, MA, United States
| | - Parikshit Juvekar
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Adomas Bunevicius
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Matthew Vera
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Laura Rigolo
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Alexandra J. Golby
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Yanmei Tie
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
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22
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Bambini V, Arcara G, Bosinelli F, Buonocore M, Bechi M, Cavallaro R, Bosia M. A leopard cannot change its spots: A novel pragmatic account of concretism in schizophrenia. Neuropsychologia 2020; 139:107332. [PMID: 31923528 DOI: 10.1016/j.neuropsychologia.2020.107332] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 01/01/2020] [Accepted: 01/06/2020] [Indexed: 11/29/2022]
Abstract
Concretism is a well-known feature of schizophrenia, tracing back to the early descriptions of the disease and commonly associated with the literal interpretation of figurative expressions such as proverbs, metaphors, and idioms. However, figurative expressions are not all alike in terms of linguistic and pragmatic processes. Determining if some figurative types are more impaired than others and if the type of task affects the performance constitutes an open issue with implications for the description of the clinical profile and for treatment. We run a fine-grained assessment of figurative language comprehension by comparing 47 patients with schizophrenia and 39 controls in three figurative types (idioms, metaphors, proverbs) presented in two response formats (multiple-choice, verbal-explanation), considering also the role of cognitive and clinical variables and the impact on quality of life. Mixed-effects models analysis revealed that: i) patients performed worse than controls across figurative types and response formats, indicating a diffuse impairment; ii) there is an interplay of figurative type and response format, which makes verbal-explanation of proverbs especially challenging; iii) in patients, problems in figurative language are largely connected with formal thought disorder and global IQ. Moreover, multiple-choice of metaphors was associated with patients' quality of life. This study offers a novel account of concretism, framed in pragmatics and figurative language processing. Adopting this perspective allowed us to describe the nuances of concretism, which areas in the figurative domain are especially challenging for patients and which ones capture differences in functioning, in order to guide intervention programs and integration in society.
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Affiliation(s)
- Valentina Bambini
- Center for Neurocognition, Epistemology and Theoretical Syntax (NEtS), University School for Advanced Studies IUSS Pavia, Pavia, Italy.
| | | | - Francesca Bosinelli
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Mariachiara Buonocore
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Margherita Bechi
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Roberto Cavallaro
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy; Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Marta Bosia
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy; Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
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23
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Karabanowicz E, Tyburski E, Karasiewicz K, Sokołowski A, Mak M, Folkierska-Żukowska M, Radziwiłłowicz W. Metaphor Processing Dysfunctions in Schizophrenia Patients With and Without Substance Use Disorders. Front Psychiatry 2020; 11:331. [PMID: 32390887 PMCID: PMC7193109 DOI: 10.3389/fpsyt.2020.00331] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 04/02/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Patients with schizophrenia have difficulties comprehending metaphors, which significantly impedes communication. However, this topic has not been thoroughly studied in people with a dual diagnosis. On this basis, we formulated two research aims: a) to compare the ability to comprehend metaphors in schizophrenia patients without (SZ) and with substance use disorder (SZ-SUD) and b) to determine the relationship between the processing of metaphorical content and the severity of psychopathological symptoms in both clinical groups. METHODS A total of 40 individuals with SZ and 40 individuals with SZ-SUD took part in the study. The control group was composed of 40 individuals without a psychiatric or neurological diagnosis. Four subtests from the Right Hemisphere Language Battery (Picture Metaphor Test, Written Metaphor Test, Picture Metaphor Explanation Test, Written Metaphor Explanation Test) were used to measure the ability to understand and explain metaphors. RESULTS Both groups of individuals with schizophrenia (SZ and SZ-SUD) scored lower than individuals from the control group on all tests of metaphor processing. However, no differences were observed between the two clinical groups. SZ-SUD patients had better results for Picture Metaphor Explanation than for Written Metaphor Explanation. Negative symptoms were found to be significant predictors of difficulties with understanding and explaining metaphors. CONCLUSION Individuals with schizophrenia, regardless of their substance use disorder (SUD) status, exhibit impaired metaphorical content processing. SUD in schizophrenia is not associated with significant impairments in understanding and explaining metaphorical content. Moreover, impairments in processing metaphorical content are associated with more severe negative symptoms of schizophrenia.
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Affiliation(s)
- Ewa Karabanowicz
- Institute of Psychology, University of Szczecin, Szczecin, Poland
| | - Ernest Tyburski
- Institute of Psychology, SWPS University of Social Sciences and Humanities, Poznan, Poland
| | | | - Andrzej Sokołowski
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States
| | - Monika Mak
- Independent Clinical Psychology Unit, Pomeranian Medical University, Szczecin, Poland
| | - Monika Folkierska-Żukowska
- Interdisciplinary Centre for Behavioural Genetics Research, Faculty of Psychology, University of Warsaw, Warsaw, Poland
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Dynamics of impaired humour processing in schizophrenia - An EEG effective connectivity study. Schizophr Res 2019; 209:113-128. [PMID: 31103215 DOI: 10.1016/j.schres.2019.05.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Revised: 02/01/2019] [Accepted: 05/05/2019] [Indexed: 11/23/2022]
Abstract
Specific language and communication abilities, such as humour comprehension, are commonly impaired in schizophrenia. The present study investigates the dynamics of the humour-related neural network underlying this deficit. Specifically, we focused on the abnormalities of information flow in schizophrenia within the fronto-temporo-parietal circuit. We estimated the direction and strength of cortical information flow in the time course of humour processing by the EEG Directed Transfer Function. The study included 40 schizophrenia outpatients and 40 healthy controls (age-sex-education matched) assessed with an EEG punchline-based humour comprehension task (written and cartoon jokes). The linear mixed models procedure was used to test group effects across three processes: 1. incongruity detection, 2. incongruity resolution and elaboration, 3. complete humour processing. Conjunction maps for both types of jokes were created to investigate fundamental between-group differences, beyond the context of modality. Clinical subjects indicated a lower level of understanding of the funny punchlines, indicated absurd punchlines as more understandable and gave higher funniness ratings to both absurd and neutral punchlines. The EEG effective connectivity results revealed that humour processing in schizophrenia engages alternative circuits, exhibiting a pronounced abnormal leftward shifted lateralization related to diminished activity of the right hemisphere in fronto-temporo-parietal regions. In conclusion, the present paper presents the dynamics of cortical propagation of information in the humour-related circuit as a neural substrate of humour impairment in schizophrenia.
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25
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Berlingeri M, Carioti D, Danelli L, Lo Gerfo E. As Time Goes by: A rTMS Study on Age-Related Changes in Sentence Comprehension. Front Aging Neurosci 2018; 10:307. [PMID: 30425635 PMCID: PMC6218587 DOI: 10.3389/fnagi.2018.00307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 09/14/2018] [Indexed: 11/13/2022] Open
Abstract
It is well established that off-line sentence judgment tasks (oSJTs) typically rely on phonological working memory (WM), beyond specific linguistic processing. Nevertheless, empirical findings suggest that a juvenile level of performance in an oSJT could be associated with the recruitment of age-specific additional supportive neural network in healthy aging. In particular, in one of our previous study, healthy elderlies showed the additional activation of associative visual cortices when compared with young controls. We suggested that age-related hyperactivations, during an auditory sentence judgment task, might represent the neurofunctional correlate of the recruitment of compensatory strategies that are necessary to maintain a juvenile level of performance. To explicitly test this hypothesis we adopted repetitive transcranial magnetic stimulation (rTMS). Twelve healthy elderlies and 12 young participants were engaged in an off-line semantic plausibility judgment task while rTMS was delivered over: (1) the left inferior frontal gyrus (LIFG; i.e., a core region of the WM network); (2) the precuneus; and (3) a Control Site (vertex). Results showed a significant main effect of Stimulation Site and a significant Group-by-Stimulation Site interaction effect. In particular, the rTMS stimulation of the LIFG slowed down reaction times (RTs) both in young and healthy elderly participants, while only healthy elderlies showed an increment of RTs during the stimulation of the precuneus. Taken together our results further support the idea that the maintenance of a juvenile level of performance in graceful aging may be associated with task-specific compensatory processes that would manifest them-selves, from the neurofunctional point of view, by the recruitment of additional neural supportive regions.
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Affiliation(s)
- Manuela Berlingeri
- DISTUM, Department of Humanistic Studies, University of Urbino Carlo BoUrbino, Italy
- NeuroMi, Milan Center for NeuroscienceMilan, Italy
- Center of Developmental Neuropsychology, ASUR MarchePesaro, Italy
| | - Desiré Carioti
- DISTUM, Department of Humanistic Studies, University of Urbino Carlo BoUrbino, Italy
| | - Laura Danelli
- Department of Psychology, University of Milano-BicoccaMilan, Italy
| | - Emanuele Lo Gerfo
- NeuroMi, Milan Center for NeuroscienceMilan, Italy
- Department of Economics, Management and Statistics, University of Milano-BicoccaMilan, Italy
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26
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Rossetti I, Brambilla P, Papagno C. Metaphor Comprehension in Schizophrenic Patients. Front Psychol 2018; 9:670. [PMID: 29867648 PMCID: PMC5954116 DOI: 10.3389/fpsyg.2018.00670] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Accepted: 04/18/2018] [Indexed: 11/17/2022] Open
Abstract
People with schizophrenia often exhibit difficulties to comprehend figurative expressions, such as irony, proverbs, metaphors and idioms, with a general proneness to neglect the figurative meaning and to accept the more literal one. This inability is usually referred to as concretism and it constitutes a clinical manifestation of the broader language dysfunction called Formal Thought Disorder. The current review focuses on the neuropsychological and neuroanatomical underpinnings of schizophrenics’ misinterpretation of a subgroup of figurative expressions, i.e., metaphors. Metaphors are heterogeneous in nature, classifiable according to various criteria; for instance, metaphors can be conventional and familiar, or conversely, novel and unusual. These linguistic distinctions are substantial because the comprehension of the different types of metaphor entails partially different cognitive strategies and neural substrates. This review gathers studies that have directly investigated which neurocognitive deficits explain the inefficient comprehension of metaphor in schizophrenia. Several impairments have been put forward, such as general intelligence, executive functions and theory of mind deficits. Moreover, the neural correlates of metaphor comprehension in schizophrenia, like the left inferior/medial frontal gyrus and the temporal lobe, match those cortices affected by the neuropathology of schizophrenia. Even though the causal defective mechanism is still a matter of investigation, we provide an attempt to integrate existing findings.
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Affiliation(s)
- Ileana Rossetti
- Dipartimento di Psicologia, Università di Milano-Bicocca, Milan, Italy
| | - Paolo Brambilla
- Scientific Institute IRCCS "E. Medea", Bosisio Parini, Italy.,Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Costanza Papagno
- Dipartimento di Psicologia, Università di Milano-Bicocca, Milan, Italy.,Center for Mind/Brain Sciences and Centro di Riabilitazione Neurocognitiva, University of Trento, Trento, Italy
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27
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Ma Q, Zhang T, Zanetti MV, Shen H, Satterthwaite TD, Wolf DH, Gur RE, Fan Y, Hu D, Busatto GF, Davatzikos C. Classification of multi-site MR images in the presence of heterogeneity using multi-task learning. Neuroimage Clin 2018; 19:476-486. [PMID: 29984156 PMCID: PMC6029565 DOI: 10.1016/j.nicl.2018.04.037] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Revised: 04/09/2018] [Accepted: 04/28/2018] [Indexed: 12/21/2022]
Abstract
With the advent of Big Data Imaging Analytics applied to neuroimaging, datasets from multiple sites need to be pooled into larger samples. However, heterogeneity across different scanners, protocols and populations, renders the task of finding underlying disease signatures challenging. The current work investigates the value of multi-task learning in finding disease signatures that generalize across studies and populations. Herein, we present a multi-task learning type of formulation, in which different tasks are from different studies and populations being pooled together. We test this approach in an MRI study of the neuroanatomy of schizophrenia (SCZ) by pooling data from 3 different sites and populations: Philadelphia, Sao Paulo and Tianjin (50 controls and 50 patients from each site), which posed integration challenges due to variability in disease chronicity, treatment exposure, and data collection. Some existing methods are also tested for comparison purposes. Experiments show that classification accuracy of multi-site data outperformed that of single-site data and pooled data using multi-task feature learning, and also outperformed other comparison methods. Several anatomical regions were identified to be common discriminant features across sites. These included prefrontal, superior temporal, insular, anterior cingulate cortex, temporo-limbic and striatal regions consistently implicated in the pathophysiology of schizophrenia, as well as the cerebellum, precuneus, and fusiform, middle temporal, inferior parietal, postcentral, angular, lingual and middle occipital gyri. These results indicate that the proposed multi-task learning method is robust in finding consistent and reliable structural brain abnormalities associated with SCZ across different sites, in the presence of multiple sources of heterogeneity.
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Affiliation(s)
- Qiongmin Ma
- College of Mechatronics and Automation, National University of Defense Technology, Changsha, Hunan 410073, China; Center for Biomedical Image Computing and Analytics, and Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States; Beijing Institute of System Engineering, China.
| | - Tianhao Zhang
- Center for Biomedical Image Computing and Analytics, and Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Marcus V Zanetti
- Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil
| | - Hui Shen
- College of Mechatronics and Automation, National University of Defense Technology, Changsha, Hunan 410073, China
| | | | - Daniel H Wolf
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Raquel E Gur
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Yong Fan
- Center for Biomedical Image Computing and Analytics, and Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Dewen Hu
- College of Mechatronics and Automation, National University of Defense Technology, Changsha, Hunan 410073, China
| | - Geraldo F Busatto
- Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil
| | - Christos Davatzikos
- Center for Biomedical Image Computing and Analytics, and Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States
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28
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Perlini C, Bellani M, Finos L, Lasalvia A, Bonetto C, Scocco P, D'Agostino A, Torresani S, Imbesi M, Bellini F, Konze A, Veronese A, Ruggeri M, Brambilla P. Non literal language comprehension in a large sample of first episode psychosis patients in adulthood. Psychiatry Res 2018; 260:78-89. [PMID: 29175503 DOI: 10.1016/j.psychres.2017.11.032] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Revised: 09/22/2017] [Accepted: 11/08/2017] [Indexed: 01/28/2023]
Abstract
To date no data still exist on the comprehension of figurative language in the early phases of psychosis. The aim of this study is to investigate for the first time the comprehension of metaphors and idioms at the onset of the illness. Two-hundred-twenty eight (228) first episode psychosis (FEP) patients (168 NAP, non-affective psychosis; 60 AP, affective psychosis) and 70 healthy controls (HC) were assessed. Groups were contrasted on: a) type of stimulus (metaphors vs idioms) and b) type of response (OPEN = spontaneous explanations vs CLOSED = multiple choice answer). Moreover, a machine learning (ML) approach was adopted to classifying participants. Both NAP and AP had a poorer performance on OPEN metaphors and idioms compared to HC, with worse results on spontaneous interpretation of idioms than metaphors. No differences were observed between NAP and AP in CLOSED tasks. The ML approach points at CLOSED idioms as the best discriminating variable, more relevant than the set of pre-frontal and IQ scores. Deficits in non-figurative language may represent a core feature of psychosis. The possibility to identify linguistic features discriminating FEP may support the early recognition of patients at risk to develop psychosis, guiding provision of personalized and timely interventions.
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Affiliation(s)
- Cinzia Perlini
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Clinical Psychology, University of Verona, Italy
| | - Marcella Bellani
- UOC of Psychiatry, Azienda Ospedaliera Universitaria Integrata (AOUI) of Verona, Italy
| | - Livio Finos
- Department of Developmental Psychology and Socialization, University of Padua, Italy
| | - Antonio Lasalvia
- UOC of Psychiatry, Azienda Ospedaliera Universitaria Integrata (AOUI) of Verona, Italy
| | - Chiara Bonetto
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Italy
| | - Paolo Scocco
- Department of Mental Health, AULSS 6 Euganea, Padua, Italy
| | - Armando D'Agostino
- Department of Health Sciences, San Paolo University Hospital, University of Milan, Milano, Milan, Italy
| | - Stefano Torresani
- Department of Psychiatry, ULSS, Bolzano Suedtiroler Sanitaetbetrieb- Azienda Sanitaria dell'Alto Adige, Bolzano, Italy
| | | | | | - Angela Konze
- SOC Radiology - S.Maria Nuova Hospital, Usl Central Tuscany, Florence, Italy
| | | | - Mirella Ruggeri
- UOC of Psychiatry, Azienda Ospedaliera Universitaria Integrata (AOUI) of Verona, Italy; Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Italy
| | - Paolo Brambilla
- Department of Neurosciences and Mental Health, Psychiatric Clinic, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, University of Milan, Milan, Italy; Department of Psychiatry and Behavioural Neurosciences, University of Texas at Houston, TX, USA.
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29
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Rapp AM, Felsenheimer AK, Langohr K, Klupp M. The Comprehension of Familiar and Novel Metaphoric Meanings in Schizophrenia: A Pilot Study. Front Psychol 2018; 8:2251. [PMID: 29354082 PMCID: PMC5760836 DOI: 10.3389/fpsyg.2017.02251] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Accepted: 12/11/2017] [Indexed: 12/13/2022] Open
Abstract
Miscomprehension of nonliteral (“figurative”) language like metaphors, proverbs, idioms, and ironic expressions by patients with schizophrenia is a phenomenon mentioned already in historical psychiatric descriptions. However, it was only recently that studies did differentiate between novel and conventional metaphors, a factor that is known to influence the difficulty of comprehension in healthy subjects. Further, familiarity with stimuli is an important factor for comprehension, which was not recommended in utmost previous studies. In this study, 23 patients with DSM IV schizophrenia and 19 healthy control subjects performed a newly-developed German metaphor comprehension test with three types of stimuli: novel metaphors, conventional German metaphors, and meaningless statements. During the test procedure, participants indicated familiarity with the stimulus and then matched the meaning with one out of four given alternatives. Familiarity rankings did not significantly differ between patients and control subjects. However, on descriptive level, there was a tendency for healthy controls to be more familiar with conventional metaphors than schizophrenic patients. Further, comprehension of conventional and novel metaphors differed significantly between the groups, with higher performance in healthy controls. Considering only those metaphors that had been ranked as familiar, patients only revealed significant lower performance opposed to controls regarding novel metaphors, while they did not differ in conventional metaphors. Taken together, the results indicate that patients with schizophrenia might show an altered way of comprehension in novel metaphors, leading to more misunderstandings. However, their previously reported impairments in conventional metaphors might rather be due to a lack of familiarity with the stimuli—making conventional metaphors to novel metaphors in the individual case.
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Affiliation(s)
- Alexander M Rapp
- Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Anne K Felsenheimer
- Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Karin Langohr
- Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Magdalena Klupp
- Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
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30
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Lerner Y, Bleich-Cohen M, Solnik-Knirsh S, Yogev-Seligmann G, Eisenstein T, Madah W, Shamir A, Hendler T, Kremer I. Abnormal neural hierarchy in processing of verbal information in patients with schizophrenia. NEUROIMAGE-CLINICAL 2017; 17:1047-1060. [PMID: 29349038 PMCID: PMC5768152 DOI: 10.1016/j.nicl.2017.12.030] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 11/28/2017] [Accepted: 12/20/2017] [Indexed: 01/10/2023]
Abstract
Previous research indicates abnormal comprehension of verbal information in patients with schizophrenia. Yet the neural mechanism underlying the breakdown of verbal information processing in schizophrenia is poorly understood. Imaging studies in healthy populations have shown a network of brain areas involved in hierarchical processing of verbal information over time. Here, we identified critical aspects of this hierarchy, examining patients with schizophrenia. Using functional magnetic resonance imaging, we examined various levels of information comprehension elicited by naturally presented verbal stimuli; from a set of randomly shuffled words to an intact story. Specifically, patients with first episode schizophrenia (N = 15), their non-manifesting siblings (N = 14) and healthy controls (N = 15) listened to a narrated story and randomly scrambled versions of it. To quantify the degree of dissimilarity between the groups, we adopted an inter-subject correlation (inter-SC) approach, which estimates differences in synchronization of neural responses within and between groups. The temporal topography found in healthy and siblings groups were consistent with our previous findings - high synchronization in responses from early sensory toward high order perceptual and cognitive areas. In patients with schizophrenia, stimuli with short and intermediate temporal scales evoked a typical pattern of reliable responses, whereas story condition (long temporal scale) revealed robust and widespread disruption of the inter-SCs. In addition, the more similar the neural activity of patients with schizophrenia was to the average response in the healthy group, the less severe the positive symptoms of the patients. Our findings suggest that system-level neural indication of abnormal verbal information processing in schizophrenia reflects disease manifestations.
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Affiliation(s)
- Yulia Lerner
- Tel Aviv Center for Brain Functions, Tel Aviv, Sourasky Medical Center, Tel Aviv, Israel; The Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Sagol School of Neurosceince, Tel Aviv University, Tel Aviv, Israel.
| | - Maya Bleich-Cohen
- Tel Aviv Center for Brain Functions, Tel Aviv, Sourasky Medical Center, Tel Aviv, Israel
| | - Shimrit Solnik-Knirsh
- Tel Aviv Center for Brain Functions, Tel Aviv, Sourasky Medical Center, Tel Aviv, Israel
| | - Galit Yogev-Seligmann
- Tel Aviv Center for Brain Functions, Tel Aviv, Sourasky Medical Center, Tel Aviv, Israel; The Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Tamir Eisenstein
- Tel Aviv Center for Brain Functions, Tel Aviv, Sourasky Medical Center, Tel Aviv, Israel; The Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | | | - Alon Shamir
- MAZOR Mental Health Center, Acre, Israel; The Ruth and Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel
| | - Talma Hendler
- Tel Aviv Center for Brain Functions, Tel Aviv, Sourasky Medical Center, Tel Aviv, Israel; The Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Sagol School of Neurosceince, Tel Aviv University, Tel Aviv, Israel; School of Psychological Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Ilana Kremer
- MAZOR Mental Health Center, Acre, Israel; The Ruth and Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel
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Garrigan B, Adlam ALR, Langdon PE. The neural correlates of moral decision-making: A systematic review and meta-analysis of moral evaluations and response decision judgements. Brain Cogn 2017; 108:88-97. [PMID: 27566002 DOI: 10.1016/j.bandc.2016.07.007] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Revised: 07/14/2016] [Accepted: 07/25/2016] [Indexed: 11/17/2022]
Abstract
The aims of this systematic review were to determine: (a) which brain areas are consistently more active when making (i) moral response decisions, defined as choosing a response to a moral dilemma, or deciding whether to accept a proposed solution, or (ii) moral evaluations, defined as judging the appropriateness of another's actions in a moral dilemma, rating moral statements as right or wrong, or identifying important moral issues; and (b) shared and significantly different activation patterns for these two types of moral judgements. A systematic search of the literature returned 28 experiments. Activation likelihood estimate analysis identified the brain areas commonly more active for moral response decisions and for moral evaluations. Conjunction analysis revealed shared activation for both types of moral judgement in the left middle temporal gyrus, cingulate gyrus, and medial frontal gyrus. Contrast analyses found no significant clusters of increased activation for the moral evaluations-moral response decisions contrast, but found that moral response decisions additionally activated the left and right middle temporal gyrus and the right precuneus. Making one's own moral decisions involves different brain areas compared to judging the moral actions of others, implying that these judgements may involve different processes.
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Affiliation(s)
- Beverley Garrigan
- Department of Clinical Psychology, Norwich Medical School, University of East Anglia, United Kingdom
| | - Anna L R Adlam
- School of Psychology, College of Life and Environmental Sciences, University of Exeter, United Kingdom
| | - Peter E Langdon
- Tizard Centre, University of Kent, United Kingdom; Hertfordshire Partnership University NHS Foundation Trust - Norfolk, United Kingdom.
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32
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Adamczyk P, Wyczesany M, Domagalik A, Daren A, Cepuch K, Błądziński P, Cechnicki A, Marek T. Neural circuit of verbal humor comprehension in schizophrenia - an fMRI study. Neuroimage Clin 2017; 15:525-540. [PMID: 28652967 PMCID: PMC5473647 DOI: 10.1016/j.nicl.2017.06.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2017] [Revised: 05/03/2017] [Accepted: 06/01/2017] [Indexed: 11/17/2022]
Abstract
Individuals with schizophrenia exhibit problems with understanding the figurative meaning of language. This study evaluates neural correlates of diminished humor comprehension observed in schizophrenia. The study included chronic schizophrenia (SCH) outpatients (n = 20), and sex, age and education level matched healthy controls (n = 20). The fMRI punchline based humor comprehension task consisted of 60 stories of which 20 had funny, 20 nonsensical and 20 neutral (not funny) punchlines. After the punchlines were presented, the participants were asked to indicate whether the story was comprehensible and how funny it was. Three contrasts were analyzed in both groups reflecting stages of humor processing: abstract vs neutral stories - incongruity detection; funny vs abstract - incongruity resolution and elaboration; and funny vs neutral - complete humor processing. Additionally, parametric modulation analysis was performed using both subjective ratings separately. Between-group comparisons revealed that the SCH subjects had attenuated activation in the right posterior superior temporal gyrus (BA 41) in case of irresolvable incongruity processing of nonsensical puns; in the left dorsomedial middle and superior frontal gyri (BA 8/9) in case of incongruity resolution and elaboration processing of funny puns; and in the interhemispheric dorsal anterior cingulate cortex (BA 24) in case of complete processing of funny puns. Additionally, during comprehensibility ratings the SCH group showed a suppressed activity in the left dorsomedial middle and superior frontal gyri (BA 8/9) and revealed weaker activation during funniness ratings in the left dorsal anterior cingulate cortex (BA 24). Interestingly, these differences in the SCH group were accompanied behaviorally by a protraction of time in both types of rating responses and by indicating funny punchlines less comprehensible. Summarizing, our results indicate neural substrates of humor comprehension processing impairments in schizophrenia, which is accompanied by fronto-temporal hypoactivation.
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Key Words
- ABS, absurd/nonsensical punchline
- ACC, anterior cingulate cortex
- BA, Brodmann's area
- CON, healthy controls/control group
- Communication skills
- EEG, electroencephalography
- ERPs, EEG event-related potentials
- FDR, False Discovery Rate
- FUN, funny punchline
- FWHM, full-width-at-half-maximum
- Figurative meaning
- Functional magnetic resonance imaging
- GLM, general linear model
- Humor
- IFG, inferior frontal gyrus
- IPL, Inferior Parietal Lobule
- ISI, interstimulus-interval
- L, left hemisphere
- MFG, medial frontal gyrus
- MNI, Montreal Neurological Institute coordinates
- MOG, middle occipital gyrus
- MRI, magnetic resonance imaging
- MTG, middle temporal gyrus
- MoCA, Montreal Cognitive Assessment
- NEU, neutral/unfunny punchline
- PANSS, Positive and Negative Syndrome Scale
- PFC, prefrontal cortex
- R, right hemisphere
- RHLB, Right Hemisphere Language Battery
- RT, reaction time
- SCH, schizophrenia outpatients/clinical group
- SD, standard deviations
- SEM, standard error of the mean
- SFG, Superior Frontal Gyrus
- SOA, stimulus onset asynchrony
- STG, superior temporal gyrus
- Schizophrenia
- TP, temporal pole
- TPJ, temporoparietal junction
- ToM, theory of mind.
- dACC, dorsal anterior cingulate cortex
- dlPFC, dorsolateral prefrontal cortex
- dmMFG, dorsomedial Middle Frontal Gyrus
- fMRI, functional magnetic resonance imaging
- fNIRS, functional near-infrared spectroscopy
- k, number of voxels in analyzed cluster size
- ns, non-significant group difference
- pSTG, posterior Superior Temporal Gyrus
- sLORETA, standardized low resolution brain electromagnetic tomography analysis
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Affiliation(s)
- Przemysław Adamczyk
- Department of Community Psychiatry, Medical College, Jagiellonian University, Krakow, Poland; Psychosis Research and Psychotherapy Unit, Association for the Development of Psychiatry and Community Care, Krakow, Poland.
| | - Miroslaw Wyczesany
- Psychophysiology Laboratory, Institute of Psychology, Jagiellonian University, Krakow, Poland
| | - Aleksandra Domagalik
- Neurobiology Department, The Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland
| | - Artur Daren
- Department of Community Psychiatry, Medical College, Jagiellonian University, Krakow, Poland; Psychosis Research and Psychotherapy Unit, Association for the Development of Psychiatry and Community Care, Krakow, Poland
| | - Kamil Cepuch
- Department of Cognitive Neuroscience and Neuroergonomics, Institute of Applied Psychology, Jagiellonian University, Krakow, Poland
| | - Piotr Błądziński
- Department of Community Psychiatry, Medical College, Jagiellonian University, Krakow, Poland
| | - Andrzej Cechnicki
- Department of Community Psychiatry, Medical College, Jagiellonian University, Krakow, Poland; Psychosis Research and Psychotherapy Unit, Association for the Development of Psychiatry and Community Care, Krakow, Poland
| | - Tadeusz Marek
- Neurobiology Department, The Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland; Department of Cognitive Neuroscience and Neuroergonomics, Institute of Applied Psychology, Jagiellonian University, Krakow, Poland
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Learning stable and predictive network-based patterns of schizophrenia and its clinical symptoms. NPJ SCHIZOPHRENIA 2017; 3:22. [PMID: 28560268 PMCID: PMC5441570 DOI: 10.1038/s41537-017-0022-8] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Revised: 04/04/2017] [Accepted: 04/20/2017] [Indexed: 01/19/2023]
Abstract
Schizophrenia is often associated with disrupted brain connectivity. However, identifying specific neuroimaging-based patterns pathognomonic for schizophrenia and related symptom severity remains a challenging open problem requiring large-scale data-driven analyses emphasizing not only statistical significance but also stability across multiple datasets, contexts and cohorts. Accurate prediction on previously unseen subjects, or generalization, is also essential for any useful biomarker of schizophrenia. In order to build a predictive model based on functional network feature patterns, we studied whole-brain fMRI functional networks, both at the voxel level and lower-resolution supervoxel level. Targeting Auditory Oddball task data on the FBIRN fMRI dataset (n = 95), we considered node-degree and link-weight network features and evaluated stability and generalization accuracy of statistically significant feature sets in discriminating patients vs. CONTROLS We also applied sparse multivariate regression (elastic net) to whole-brain functional connectivity features, for the first time, to derive stable predictive features for symptom severity. Whole-brain link-weight features achieved 74% accuracy in identifying patients and were more stable than voxel-wise node-degrees. Link-weight features predicted severity of several negative and positive symptom scales, including inattentiveness and bizarre behavior. The most-significant, stable and discriminative functional connectivity changes involved increased correlations between thalamus and primary motor/primary sensory cortex, and between precuneus (BA7) and thalamus, putamen, and Brodmann areas BA9 and BA44. Precuneus, along with BA6 and primary sensory cortex, was also involved in predicting severity of several symptoms. Overall, the proposed multi-step methodology may help identify more reliable multivariate patterns allowing for accurate prediction of schizophrenia and its symptoms severity.
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Zhu Y, Tang Y, Zhang T, Li H, Tang Y, Li C, Luo X, He Y, Lu Z, Wang J. Reduced functional connectivity between bilateral precuneus and contralateral parahippocampus in schizotypal personality disorder. BMC Psychiatry 2017; 17:48. [PMID: 28152990 PMCID: PMC5288938 DOI: 10.1186/s12888-016-1146-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Accepted: 11/29/2016] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Schizotypal personality disorder (SPD) is linked to schizophrenia in terms of shared genetics, biological markers and phenomenological characteristics. In the current study, we aimed to determine whether the previously reported altered functional connectivity (FC) with precuneus in patients with schizophrenia could be extended to individuals with SPD. METHODS Twenty subjects with SPD and 19 healthy controls were recruited from 4461 freshmen at a university in Shanghai and received a resting-state scan of MRI. All participants were evaluated by the Chinese version of Schizotypal Personality Questionnaire (SPQ) and the Chinese version of Symptom Checklist (SCL-90). The imaging data were analysed using the seed-based functional connectivity method. RESULTS Compared with the controls, SPD subjects exhibited reduced FC between bilateral precuneus and contralateral parahippocampus. In SPD group, SPQ total score was negatively correlated with FC between right precuneus and left parahippocampus (r = -0.603, p = 0.006); there was a negative trend between SPQ subscale score of suspiciousness and FC between left precuneus and right parahippocampus (r = -0.553, p = 0.014); and a positive trend was found between SPQ subscale score of odd or eccentric behaviour and FC between left precuneus and right superior temporal gyrus (r = 0.543, p = 0.016). As for the SCL-90 score, a similar negative trend was found between SCL-90 subscale score of suspiciousness and FC between right precuneus and left parahippocampus (r = -0.535, p = 0.018) in SPD group. CONCLUSIONS Our findings suggest that the decreased functional connectivity between precuneus and contralateral parahippocampus might play a key role in the pathophysiology of schizophrenia spectrum disorder.
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Affiliation(s)
- Yikang Zhu
- 0000 0004 0368 8293grid.16821.3cShanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, South Wan Ping Road 600, Shanghai, 200030 People’s Republic of China ,Klinik und Poliklinik für Psychiatrie und Psychotherapie, Klinikum rechts der Isar, TU München, Munich, Germany
| | - Yunxiang Tang
- 0000 0004 0369 1660grid.73113.37Department of Medical Psychology, Faculty of Psychology and Mental Health, Second Military Medical University, Shanghai, People’s Republic of China
| | - Tianhong Zhang
- 0000 0004 0368 8293grid.16821.3cShanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, South Wan Ping Road 600, Shanghai, 200030 People’s Republic of China
| | - Hui Li
- 0000 0004 0368 8293grid.16821.3cShanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, South Wan Ping Road 600, Shanghai, 200030 People’s Republic of China
| | - Yingying Tang
- 0000 0004 0368 8293grid.16821.3cShanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, South Wan Ping Road 600, Shanghai, 200030 People’s Republic of China
| | - Chunbo Li
- 0000 0004 0368 8293grid.16821.3cShanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, South Wan Ping Road 600, Shanghai, 200030 People’s Republic of China ,0000 0004 0368 8293grid.16821.3cBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, People’s Republic of China
| | - Xingguang Luo
- 0000000419368710grid.47100.32Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06516 USA
| | - Yongguang He
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, South Wan Ping Road 600, Shanghai, 200030, People's Republic of China.
| | - Zheng Lu
- Department of Psychiatry, Shanghai Tongji Hospital, Tongji University School of Medicine, 389 Xin Cun Road, Shanghai, 200065, People's Republic of China.
| | - Jijun Wang
- 0000 0004 0368 8293grid.16821.3cShanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, South Wan Ping Road 600, Shanghai, 200030 People’s Republic of China ,0000 0004 0368 8293grid.16821.3cBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, People’s Republic of China
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Rikandi E, Pamilo S, Mäntylä T, Suvisaari J, Kieseppä T, Hari R, Seppä M, Raij TT. Precuneus functioning differentiates first-episode psychosis patients during the fantasy movie Alice in Wonderland. Psychol Med 2017; 47:495-506. [PMID: 27776563 DOI: 10.1017/s0033291716002609] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND While group-level functional alterations have been identified in many brain regions of psychotic patients, multivariate machine-learning methods provide a tool to test whether some of such alterations could be used to differentiate an individual patient. Earlier machine-learning studies have focused on data collected from chronic patients during rest or simple tasks. We set out to unravel brain activation patterns during naturalistic stimulation in first-episode psychosis (FEP). METHOD We recorded brain activity from 46 FEP patients and 32 control subjects viewing scenes from the fantasy film Alice in Wonderland. Scenes with varying degrees of fantasy were selected based on the distortion of the 'sense of reality' in psychosis. After cleaning the data with a novel maxCorr method, we used machine learning to classify patients and healthy control subjects on the basis of voxel- and time-point patterns. RESULTS Most (136/194) of the voxels that best classified the groups were clustered in a bilateral region of the precuneus. Classification accuracies were up to 79.5% (p = 5.69 × 10-8), and correct classification was more likely the higher the patient's positive-symptom score. Precuneus functioning was related to the fantasy content of the movie, and the relationship was stronger in control subjects than patients. CONCLUSIONS These findings are the first to show abnormalities in precuneus functioning during naturalistic information processing in FEP patients. Correlational findings suggest that these alterations are associated with positive psychotic symptoms and processing of fantasy. The results may provide new insights into the neuronal basis of reality distortion in psychosis.
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Affiliation(s)
- E Rikandi
- Mental Health Unit,National Institute for Health and Welfare,Helsinki,Finland
| | - S Pamilo
- Department of Neuroscience and Biomedical Engineering, andAdvanced Magnetic Imaging Centre,Aalto NeuroImaging,Aalto University School of Science,Espoo,Finland
| | - T Mäntylä
- Mental Health Unit,National Institute for Health and Welfare,Helsinki,Finland
| | - J Suvisaari
- Mental Health Unit,National Institute for Health and Welfare,Helsinki,Finland
| | - T Kieseppä
- Mental Health Unit,National Institute for Health and Welfare,Helsinki,Finland
| | - R Hari
- Department of Neuroscience and Biomedical Engineering, andAdvanced Magnetic Imaging Centre,Aalto NeuroImaging,Aalto University School of Science,Espoo,Finland
| | - M Seppä
- Department of Neuroscience and Biomedical Engineering, andAdvanced Magnetic Imaging Centre,Aalto NeuroImaging,Aalto University School of Science,Espoo,Finland
| | - T T Raij
- Department of Neuroscience and Biomedical Engineering, andAdvanced Magnetic Imaging Centre,Aalto NeuroImaging,Aalto University School of Science,Espoo,Finland
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Siddi S, Petretto DR, Scanu R, Burrai C, Baita A, Trincas P, Trogu E, Campus L, Contu A, Preti A. Deficits in metaphor but not in idiomatic processing are related to verbal hallucinations in patients with psychosis. Psychiatry Res 2016; 246:101-112. [PMID: 27690132 DOI: 10.1016/j.psychres.2016.09.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2016] [Revised: 09/16/2016] [Accepted: 09/18/2016] [Indexed: 10/21/2022]
Abstract
There is scant evidence that the verbal cognitive deficits observed in patients with psychosis are related to auditory verbal hallucinations. The understanding of metaphors and idiomatic expressions was investigated in a cohort of 90 patients with active psychosis, and in 44 healthy controls. The Psychotic Symptom Rating Scales (PSYRATS: verbal hallucinations subscale) was used to measure the current verbal hallucinations episode; a subscore of the Launay-Slade Hallucination Scale was used to measure long-term propensity to auditory verbal hallucination-like experiences (HLEs) in the sample. The concurrent influence of education, IQ, and cognitive functioning in memory, attention, fluency, and processing speed on metaphor and idioms processing was investigated. Patients performed worse than healthy controls on all neuropsychological measures. Metaphor, but not idioms processing was poorer in patients with verbal hallucinations (n=46) when compared to patients without verbal hallucinations in the current episode (n=44). By taking into account confounding variables, the ability to produce explanations of metaphors was related to scores on the verbal HLEs in the whole sample of patients. Metaphor-comprehension deficit was related to the occurrence of auditory verbal hallucinations in patients with psychosis, suggesting that abnormal pragmatic inferential abilities have an impact on the mechanisms that cause hallucinatory experiences.
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Affiliation(s)
- Sara Siddi
- Section of Clinical Psychology, Department of Education, Psychology, and Philosophy, University of Cagliari, Italy; Research and Development Unit, Parc Sanitari Sant Joan de Déu, Sant Boi de Llobregat, Spain, CIBERSAM; Faculty of Medicine, University of Barcelona, Spain.
| | - Donatella Rita Petretto
- Section of Clinical Psychology, Department of Education, Psychology, and Philosophy, University of Cagliari, Italy
| | - Rosanna Scanu
- Section of Clinical Psychology, Department of Education, Psychology, and Philosophy, University of Cagliari, Italy
| | - Caterina Burrai
- Psychiatric Diagnosis and Treatment Service I, Department of Mental Health, ASL Cagliari, Cagliari, Italy
| | - Antonella Baita
- Psychiatric Diagnosis and Treatment Service I, Department of Mental Health, ASL Cagliari, Cagliari, Italy
| | - Pierfranco Trincas
- Psychiatric Diagnosis and Treatment Service II, Department of Mental Health, ASL Cagliari, Cagliary, Italy
| | - Emanuela Trogu
- Psychiatric Diagnosis and Treatment Service II, Department of Mental Health, ASL Cagliari, Cagliary, Italy
| | - Liliana Campus
- Psychiatric Diagnosis and Treatment Service I, Department of Mental Health, ASL Cagliari, Cagliari, Italy
| | - Augusto Contu
- Head, Department of Mental Health, ASL Cagliari, Cagliari, Italy
| | - Antonio Preti
- Section of Clinical Psychology, Department of Education, Psychology, and Philosophy, University of Cagliari, Italy; Genneruxi Medical Center, Cagliari, Italy
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Adamczyk P, Daren A, Sułecka A, Błądziński P, Cichocki Ł, Kalisz A, Gawęda Ł, Cechnicki A. Do better communication skills promote sheltered employment in schizophrenia? Schizophr Res 2016; 176:331-339. [PMID: 27546092 DOI: 10.1016/j.schres.2016.08.015] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2016] [Revised: 07/01/2016] [Accepted: 08/15/2016] [Indexed: 12/01/2022]
Abstract
Alongside various psychopathological symptoms and neurocognitive dysfunctions, communication skill impairments may be considered core feature of schizophrenia. Although many studies examined the relation between employment status and neurocognition in schizophrenia, we still know very little about the role of communication skills in vocational status among people with schizophrenia. The purpose of this study is to identify the most characteristic communication, neurocognitive and social cognition differences which separate the employed schizophrenia outpatients from those who do not work. The study included three groups: 33 schizophrenia outpatients employed in social firms, 29 unemployed schizophrenia outpatients participating in occupational therapy and sex & age matched 31 healthy controls. We assessed communication skills, global cognitive functioning, executive functions, memory, social cognition as well as severity of psychopathology. Our results indicate that the most characteristic differences between employed and unemployed schizophrenia outpatients are associated with selective language and communication skills, i.e. paralinguistic aspects of communication, understanding of discrete meaning of linguistic context and figurative meaning of language. We find no significant differences between both clinical groups with regard to neurocognition and social cognition. Moreover, unemployed group had more severe psychopathology than the employed group, so we re-analyzed results controlling for symptom severity. The only differences that endured were related to general communication skills and explanation of pictured metaphors, but only when controlling solely for positive or negative syndrome. In conclusion, the present study indicates that employment in schizophrenia is associated with better symptomatic remission and communication skills, but not with better neurocognition and social cognition.
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Affiliation(s)
- Przemysław Adamczyk
- Department of Community Psychiatry, Chair of Psychiatry, Medical College, Jagiellonian University, Krakow, Poland; Psychosis Research and Psychotherapy Unit, Association for the Development of Psychiatry and Community Care, Krakow, Poland.
| | - Artur Daren
- Department of Community Psychiatry, Chair of Psychiatry, Medical College, Jagiellonian University, Krakow, Poland; Psychosis Research and Psychotherapy Unit, Association for the Development of Psychiatry and Community Care, Krakow, Poland
| | - Aleksandra Sułecka
- Psychosis Research and Psychotherapy Unit, Association for the Development of Psychiatry and Community Care, Krakow, Poland
| | - Piotr Błądziński
- Department of Community Psychiatry, Chair of Psychiatry, Medical College, Jagiellonian University, Krakow, Poland
| | - Łukasz Cichocki
- Department of Community Psychiatry, Chair of Psychiatry, Medical College, Jagiellonian University, Krakow, Poland
| | - Aneta Kalisz
- Department of Community Psychiatry, Chair of Psychiatry, Medical College, Jagiellonian University, Krakow, Poland
| | - Łukasz Gawęda
- II Department of Psychiatry, Medical University of Warsaw, Poland; Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Andrzej Cechnicki
- Department of Community Psychiatry, Chair of Psychiatry, Medical College, Jagiellonian University, Krakow, Poland; Psychosis Research and Psychotherapy Unit, Association for the Development of Psychiatry and Community Care, Krakow, Poland
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Stimulus needs are a moving target: 240 additional matched literal and metaphorical sentences for testing neural hypotheses about metaphor. Behav Res Methods 2016; 49:471-483. [DOI: 10.3758/s13428-016-0717-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Li F, Lui S, Yao L, Hu J, Lv P, Huang X, Mechelli A, Sweeney JA, Gong Q. Longitudinal Changes in Resting-State Cerebral Activity in Patients with First-Episode Schizophrenia: A 1-Year Follow-up Functional MR Imaging Study. Radiology 2016; 279:867-75. [PMID: 27007945 DOI: 10.1148/radiol.2015151334] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Purpose To determine whether the brain functional abnormalities of drug-naive first-episode schizophrenia are reduced after 1 year of undergoing antipsychotic treatment and whether pretreatment resting-state functional magnetic resonance (MR) imaging parameters are associated with longitudinal changes in clinical symptoms. Materials and Methods This prospective study was approved by the local ethical committee, and written informed consent was obtained from all participants. Twenty antipsychotic-naive first-episode patients with schizophrenia and 16 healthy individuals were recruited and underwent resting-state functional MR imaging at baseline and again at 1-year follow-up, by which time significant clinical improvement was seen. The amplitude of low-frequency fluctuation (ALFF) and seed-based functional connectivity (FC) were analyzed with analysis of covariance. Results The amount of ALFF in the right inferior parietal lobule (IPL) and orbitofrontal cortex (OFC) and the amount of FC between the bilateral IPLs significantly increased over the follow-up period, and the amount of ALFF in the right occipital gyrus was reduced (P < .050, AlphaSim corrected [ http://afni.nimh.nih.gov/pub/dist/doc/manual/AlphaSim.pdf ]), returning toward normal levels. Furthermore, the degree of alteration in ALFF values in the right OFC (P = .037) and occipital gyrus (P = .002) at baseline was significantly correlated with the magnitude of the normalization in those regions at 1-year follow-up. In contrast, abnormalities of ALFF in the bilateral thalamus, ventral medial prefrontal cortex, precuneus, and right amygdala and of FC between the right OFC and the dorsal medial prefrontal cortex at baseline did not improve in patients at 1-year follow-up. Conclusion These findings show that some, but not all, neurophysiologic alterations that occur during the acute phase of schizophrenia are normalized in the context of clinical improvement and suggest therapeutic implications for exploration of which alterations in regional and network-level brain function evolve over time in patients with schizophrenia and which reflect persistent pathologic traits. Online supplemental material is available for this article.
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Affiliation(s)
- Fei Li
- From the Huaxi MR Research Center, Department of Radiology (F.L., S.L., L.Y., X.H., Q.G.), Department of Psychiatry, Stat Key Laboratory of Biotherapy (J.H., Q.G.), and Department of Anaesthesiology (P.L.), West China Hospital of Sichuan University, 37 Guo Xue Xiang, Chengdu, Sichuan 610041, China; School of Basic Science and Forensic Medicine (J.H.) and Department of Psychology, School of Public Administration (Q.G.), Sichuan University, Sichuan, China; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, England (A.M.); and Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Tex (J.A.S.)
| | - Su Lui
- From the Huaxi MR Research Center, Department of Radiology (F.L., S.L., L.Y., X.H., Q.G.), Department of Psychiatry, Stat Key Laboratory of Biotherapy (J.H., Q.G.), and Department of Anaesthesiology (P.L.), West China Hospital of Sichuan University, 37 Guo Xue Xiang, Chengdu, Sichuan 610041, China; School of Basic Science and Forensic Medicine (J.H.) and Department of Psychology, School of Public Administration (Q.G.), Sichuan University, Sichuan, China; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, England (A.M.); and Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Tex (J.A.S.)
| | - Li Yao
- From the Huaxi MR Research Center, Department of Radiology (F.L., S.L., L.Y., X.H., Q.G.), Department of Psychiatry, Stat Key Laboratory of Biotherapy (J.H., Q.G.), and Department of Anaesthesiology (P.L.), West China Hospital of Sichuan University, 37 Guo Xue Xiang, Chengdu, Sichuan 610041, China; School of Basic Science and Forensic Medicine (J.H.) and Department of Psychology, School of Public Administration (Q.G.), Sichuan University, Sichuan, China; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, England (A.M.); and Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Tex (J.A.S.)
| | - Junmei Hu
- From the Huaxi MR Research Center, Department of Radiology (F.L., S.L., L.Y., X.H., Q.G.), Department of Psychiatry, Stat Key Laboratory of Biotherapy (J.H., Q.G.), and Department of Anaesthesiology (P.L.), West China Hospital of Sichuan University, 37 Guo Xue Xiang, Chengdu, Sichuan 610041, China; School of Basic Science and Forensic Medicine (J.H.) and Department of Psychology, School of Public Administration (Q.G.), Sichuan University, Sichuan, China; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, England (A.M.); and Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Tex (J.A.S.)
| | - Peilin Lv
- From the Huaxi MR Research Center, Department of Radiology (F.L., S.L., L.Y., X.H., Q.G.), Department of Psychiatry, Stat Key Laboratory of Biotherapy (J.H., Q.G.), and Department of Anaesthesiology (P.L.), West China Hospital of Sichuan University, 37 Guo Xue Xiang, Chengdu, Sichuan 610041, China; School of Basic Science and Forensic Medicine (J.H.) and Department of Psychology, School of Public Administration (Q.G.), Sichuan University, Sichuan, China; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, England (A.M.); and Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Tex (J.A.S.)
| | - Xiaoqi Huang
- From the Huaxi MR Research Center, Department of Radiology (F.L., S.L., L.Y., X.H., Q.G.), Department of Psychiatry, Stat Key Laboratory of Biotherapy (J.H., Q.G.), and Department of Anaesthesiology (P.L.), West China Hospital of Sichuan University, 37 Guo Xue Xiang, Chengdu, Sichuan 610041, China; School of Basic Science and Forensic Medicine (J.H.) and Department of Psychology, School of Public Administration (Q.G.), Sichuan University, Sichuan, China; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, England (A.M.); and Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Tex (J.A.S.)
| | - Andrea Mechelli
- From the Huaxi MR Research Center, Department of Radiology (F.L., S.L., L.Y., X.H., Q.G.), Department of Psychiatry, Stat Key Laboratory of Biotherapy (J.H., Q.G.), and Department of Anaesthesiology (P.L.), West China Hospital of Sichuan University, 37 Guo Xue Xiang, Chengdu, Sichuan 610041, China; School of Basic Science and Forensic Medicine (J.H.) and Department of Psychology, School of Public Administration (Q.G.), Sichuan University, Sichuan, China; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, England (A.M.); and Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Tex (J.A.S.)
| | - John A Sweeney
- From the Huaxi MR Research Center, Department of Radiology (F.L., S.L., L.Y., X.H., Q.G.), Department of Psychiatry, Stat Key Laboratory of Biotherapy (J.H., Q.G.), and Department of Anaesthesiology (P.L.), West China Hospital of Sichuan University, 37 Guo Xue Xiang, Chengdu, Sichuan 610041, China; School of Basic Science and Forensic Medicine (J.H.) and Department of Psychology, School of Public Administration (Q.G.), Sichuan University, Sichuan, China; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, England (A.M.); and Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Tex (J.A.S.)
| | - Qiyong Gong
- From the Huaxi MR Research Center, Department of Radiology (F.L., S.L., L.Y., X.H., Q.G.), Department of Psychiatry, Stat Key Laboratory of Biotherapy (J.H., Q.G.), and Department of Anaesthesiology (P.L.), West China Hospital of Sichuan University, 37 Guo Xue Xiang, Chengdu, Sichuan 610041, China; School of Basic Science and Forensic Medicine (J.H.) and Department of Psychology, School of Public Administration (Q.G.), Sichuan University, Sichuan, China; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, England (A.M.); and Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Tex (J.A.S.)
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O'Sullivan N, Davis P, Billington J, Gonzalez-Diaz V, Corcoran R. "Shall I compare thee": The neural basis of literary awareness, and its benefits to cognition. Cortex 2015; 73:144-57. [PMID: 26409018 DOI: 10.1016/j.cortex.2015.08.014] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2015] [Revised: 06/26/2015] [Accepted: 08/12/2015] [Indexed: 10/23/2022]
Abstract
Functional magnetic resonance imaging (fMRI) was used to explore the neural and cognitive basis of literary awareness in 24 participants. The 2×2 design explored the capacity to process and derive meanings in complex poetic and prosaic texts that either did or did not require significant reappraisal during reading. Following this, participants rated each piece on its 'poeticness' and the extent to which it prompted a reappraisal of meaning during reading, providing subjective measures of poetic recognition and the need to reappraise meaning. The substantial shared variance between these 2 subjective measures provided a proxy measure of literary awareness, which was found to modulate activity in regions comprising the central executive and saliency networks. We suggest that enhanced literary awareness is related to increased flexibility of internal models of meaning, enhanced interoceptive awareness of change, and an enhanced capacity to reason about events. In addition, we found that the residual variance in the measure of poetic recognition modulated right dorsal caudate activity, which may be related to tolerance of uncertainty. These findings are consistent with evidence that relates reading to improved mental wellbeing.
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Affiliation(s)
- Noreen O'Sullivan
- Department of Psychological Sciences, Institute of Psychology, Health, & Society, University of Liverpool, UK
| | - Philip Davis
- Department of Psychological Sciences, Institute of Psychology, Health, & Society, University of Liverpool, UK
| | - Josie Billington
- Department of Psychological Sciences, Institute of Psychology, Health, & Society, University of Liverpool, UK
| | - Victorina Gonzalez-Diaz
- Department of Psychological Sciences, Institute of Psychology, Health, & Society, University of Liverpool, UK
| | - Rhiannon Corcoran
- Department of Psychological Sciences, Institute of Psychology, Health, & Society, University of Liverpool, UK.
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