ArticleSchizophrenia bulletin2023
Disorganization of Semantic Brain Networks in Schizophrenia Revealed by fMRI.
Article in Schizophrenia bulletin, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- An integrative NLP framework identifies multilevel linguistic phenotypes of schizophrenia across tasks.Psychological medicine · 2026Article
- Effect of transcranial direct current stimulation on semantic memory depends on anodal stimulation sites in patients with schizophrenia.Schizophrenia research. Cognition · 2026Article
- Altered white matter microstructure of language pathways and semantic cognition deficiencies in early psychosis.Schizophrenia (Heidelberg, Germany) · 2025Article
- Asymmetric representation of symmetric semantic information in the human brain.Neuroimage. Reports · 2025Article
- Article
- Schizophasia and Cognitive Impairment in Schizophrenia: A Literature Review.Brain sciences · 2024Review
- Homogenization of word relationships in schizophrenia: Topological analysis of cortical semantic representations.Psychiatry and clinical neurosciences · 2024Article
- Changes in the structure of spontaneous speech predict the disruption of hierarchical brain organization in first-episode psychosis.Human brain mapping · 2024Article
- Unsupervised method for representation transfer from one brain to another.Frontiers in neuroinformatics · 2024Article
- Perplexity of utterances in untreated first-episode psychosis: an ultra-high field MRI dynamic causal modelling study of the semantic network.Journal of psychiatry & neuroscience : JPNArticle
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Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesSchizophrenia is a mental illness that presents with thought disorders including delusions and disorganized speech. Thought disorders have been regarded as a consequence of the loosening of associations between semantic concepts since the term "schizophrenia" was first coined by Bleuler. However, a mechanistic account of this cardinal disturbance in terms of functional dysconnection has been lacking. To evaluate how aberrant semantic connections are expressed through brain activity, we characterized large-scale network structures of concept representations using functional magnetic resonance imaging (fMRI). STUDY
designWe quantified various concept representations in patients' brains from fMRI activity evoked by movie scenes using encoding modeling. We then constructed semantic brain networks by evaluating the similarity of these semantic representations and conducted graph theory-based network analyses. STUDY
resultsNeurotypical networks had small-world properties similar to those of natural languages, suggesting small-worldness as a universal property in semantic knowledge networks. Conversely, small-worldness was significantly reduced in networks of schizophrenia patients and was correlated with psychological measures of delusions. Patients' semantic networks were partitioned into more distinct categories and had more random within-category structures than those of controls.
conclusionsThe differences in conceptual representations manifest altered semantic clustering and associative intrusions that underlie thought disorders. This is the first study to provide pathophysiological evidence for the loosening of associations as reflected in randomization of semantic networks in schizophrenia. Our method provides a promising approach for understanding the neural basis of altered or creative inner experiences of individuals with mental illness or exceptional abilities, respectively.
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