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Odkhuu S, Tang X, Kim WS, Wei Y, Xu L, Cui H, Tang Y, Wang J, Lee KH, Kang NI, Zhang T, Chung YC. Brain Network Resilience and Cognitive Function in Patients with First Episode Schizophrenia Spectrum Disorders. Biol Psychiatry 2025:S0006-3223(25)01104-7. [PMID: 40169082 DOI: 10.1016/j.biopsych.2025.03.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 03/13/2025] [Accepted: 03/19/2025] [Indexed: 04/03/2025]
Abstract
BACKGROUND First-episode schizophrenia spectrum disorders (FESSDs) are associated with significant cognitive impairment that affects daily functioning. While these deficits are well-documented, the neural mechanisms underlying the cognitive impairment in FESSDs remain limited. As the structure robustness and resilience of the brain network in healthy population are reported to be associated with cognitive function, we examined these associations in FESSDs. METHODS This study investigated the relationships of the structure robustness and resilience of the core brain network with cognitive function and psychopathology in patients with FESSDs (n = 340) using data from two independent cohorts in South Korea and China. Age- and sex-matched HC (n = 420) were also recruited. We applied advanced k-shell decomposition techniques to functional brain networks and estimated various measures of structure robustness and resilience. RESULTS Patients with FESSDs had brain networks with a less robust structure and resilience than those of HC. Resilience measures were positively correlated with executive function in patients. Core brain network structure and k-core resilience were negatively correlated with the Positive and Negative Syndrome Scale scores. Subgroup analysis showed that structure robustness and resilience at each site matched the main analysis, but correlations with cognitive function and psychopathology were observed only in the South Korea cohort. CONCLUSIONS Better preservation of brain network structure and resilience is associated with higher cognitive function and milder clinical symptoms in patients with FESSDs. This highlights potential targets for therapeutic interventions aimed at enhancing cognitive function and improving the symptoms of FESSDs.
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Affiliation(s)
- Soyolsaikhan Odkhuu
- Department of Psychiatry, Jeonbuk National University, Medical School, Jeonju, Korea
| | - XiaoChen Tang
- Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Neuromodulation Center, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai Key Laboratory of Psychotic Disorders, Shanghai, PR China
| | - Woo-Sung Kim
- Department of Psychiatry, Jeonbuk National University, Medical School, Jeonju, Korea
| | - YanYan Wei
- Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Neuromodulation Center, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai Key Laboratory of Psychotic Disorders, Shanghai, PR China
| | - LiHua Xu
- Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Neuromodulation Center, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai Key Laboratory of Psychotic Disorders, Shanghai, PR China
| | - HuiRu Cui
- Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Neuromodulation Center, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai Key Laboratory of Psychotic Disorders, Shanghai, PR China
| | - YingYing Tang
- Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Neuromodulation Center, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai Key Laboratory of Psychotic Disorders, Shanghai, PR China
| | - JiJun Wang
- Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Neuromodulation Center, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai Key Laboratory of Psychotic Disorders, Shanghai, PR China; Department of Psychiatry, Nantong Fourth People's Hospital & Nantong Brain Hospital, Suzhou, 226000, China
| | - Keon-Hak Lee
- Department of Psychiatry, Maeumsarang Hospital, Wanju, Korea
| | - Nam-In Kang
- Department of Psychiatry, Maeumsarang Hospital, Wanju, Korea
| | - TianHong Zhang
- Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Neuromodulation Center, Shanghai Engineering Research Center of Intelligent Psychological Evaluation and Intervention, Shanghai Key Laboratory of Psychotic Disorders, Shanghai, PR China.
| | - Young-Chul Chung
- Department of Psychiatry, Jeonbuk National University, Medical School, Jeonju, Korea; Department of Psychiatry, Jeonbuk National University Hospital, Jeonju, Korea; Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Korea.
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Trajkovic J, Ricci G, Pirazzini G, Tarasi L, Di Gregorio F, Magosso E, Ursino M, Romei V. Aberrant Functional Connectivity and Brain Network Organization in High-Schizotypy Individuals: An Electroencephalography Study. Schizophr Bull 2025:sbaf004. [PMID: 39903471 DOI: 10.1093/schbul/sbaf004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2025]
Abstract
BACKGROUND AND HYPOTHESIS Oscillatory synchrony plays a crucial role in establishing functional connectivity across distinct brain regions. Within the realm of schizophrenia, suggested to be a neuropsychiatric disconnection syndrome, discernible aberrations arise in the organization of brain networks. We aim to investigate whether the resting-state functional network is already altered in healthy individuals with high schizotypy traits, highlighting the pivotal influence of brain rhythms in driving brain network alterations. STUDY DESIGN Two-minute resting-state electroencephalography recordings were conducted on healthy participants with low and high schizotypy scores. Subsequently, spectral Granger causality was used to compute functional connectivity in theta, alpha, beta, and gamma frequency bands, and graph theory metrics were employed to assess global and local brain network features. STUDY RESULTS Results highlighted that high-schizotypy individuals exhibit a lower local efficiency in theta and alpha frequencies and a decreased global efficiency across theta, alpha, and beta frequencies. Moreover, high schizotypy is characterized by a lower nodes' centrality and a frequency-specific decrease of functional connectivity, with a reduced top-down connectivity mostly in slower frequencies and a diminished bottom-up connectivity in faster rhythms. CONCLUSIONS These results show that healthy individuals with a higher risk of developing psychosis exhibit a less efficient functional brain organization, coupled with a systematic decrease in functional connectivity impacting both bottom-up and top-down processing. These frequency-specific network alterations provide robust support for the dimensional model of schizophrenia, highlighting distinctive neurophysiological signatures in high-schizotypy individuals.
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Affiliation(s)
- Jelena Trajkovic
- Centro studi e ricerche in Neuroscienze Cognitive, Dipartimento di Psicologia, Alma Mater Studiorum - Università di Bologna, Campus di Cesena, Cesena 47521, Italy
- Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht 6229 ER, The Netherlands
| | - Giulia Ricci
- Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi," Alma Mater Studiorum - Università di Bologna, Campus di Cesena, Cesena 47521, Italy
- Department of Sleep and Dreams, Netherlands Institute for Neuroscience, Institute of the Royal Netherlands Academy of Arts and Sciences, Amsterdam 1105 BA, The Netherlands
| | - Gabriele Pirazzini
- Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi," Alma Mater Studiorum - Università di Bologna, Campus di Cesena, Cesena 47521, Italy
| | - Luca Tarasi
- Centro studi e ricerche in Neuroscienze Cognitive, Dipartimento di Psicologia, Alma Mater Studiorum - Università di Bologna, Campus di Cesena, Cesena 47521, Italy
| | - Francesco Di Gregorio
- Centro studi e ricerche in Neuroscienze Cognitive, Dipartimento di Psicologia, Alma Mater Studiorum - Università di Bologna, Campus di Cesena, Cesena 47521, Italy
| | - Elisa Magosso
- Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi," Alma Mater Studiorum - Università di Bologna, Campus di Cesena, Cesena 47521, Italy
| | - Mauro Ursino
- Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi," Alma Mater Studiorum - Università di Bologna, Campus di Cesena, Cesena 47521, Italy
| | - Vincenzo Romei
- Centro studi e ricerche in Neuroscienze Cognitive, Dipartimento di Psicologia, Alma Mater Studiorum - Università di Bologna, Campus di Cesena, Cesena 47521, Italy
- Facultad de Lenguas y Educación, Universidad Antonio de Nebrija, Madrid 28015, Spain
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Tan S, Jia Y, Mathew M, Jariwala N, Pongos A, Brent K, Ford J, Mathalon D, Houde J, Nagarajan S, Subramaniam K. Impaired speaking-induced suppression predicts degraded agency and hallucination severity in schizophrenia. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2024.09.30.24314623. [PMID: 39417139 PMCID: PMC11482870 DOI: 10.1101/2024.09.30.24314623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Background Agency is the awareness of being the originator of one's own thoughts and actions. Patients with schizophrenia (SZ) show deficits in agency that contribute to distortions in reality-monitoring (distinguishing self-generated from externally-produced information) and result in psychotic symptoms. Agency is also critical for speech-monitoring (monitoring what we hear ourselves say while speaking). For example, disruptions in agency that manifest as hallucinations are thought to result from the misattribution of the source of patients' inner thoughts/speech as external voices. Methods We used magnetoencephalography (MEG) to assay assess agency during reality-monitoring (RM) and speech-monitoring (SM) tasks. In healthy controls (HC) during SM, the auditory cortical (A1) response is smaller while speaking (speak condition) compared to listening to the same speech (listen condition). This is known as speaking-induced suppression (SIS) M100 response which is measured using MEG 100ms after speech onset. Results During RM, SZ (N=30) showed impairments in both self-agency (identification of self-generated information) and external-agency (identification of externally-produced information), compared to HC (N=30). During SM, SZ failed to enhance M100 A1 responses during the listen condition and suppress M100 A1 responses while speaking, revealing impaired SIS. Weakened SIS predicted worsening hallucination severity. Conclusions SZ showed degraded neural M100 responses in A1 during the listen condition which drove impaired suppression of M100 SIS during highly-predictable self-generated speech. Impaired SIS induced noisier auditory sensory predictions, making it more likely for SZ to misattribute the source of inner thoughts/speech as externally-derived, giving rise to disruptions in agency during RM and more severe hallucinations.
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Affiliation(s)
- Songyuan Tan
- Department of Psychiatry, University of California, San Francisco, CA
| | - Yingxin Jia
- Department of Psychiatry, University of California, San Francisco, CA
| | - Miriam Mathew
- Department of Psychiatry, University of California, San Francisco, CA
| | - Namasvi Jariwala
- Department of Psychiatry, University of California, San Francisco, CA
| | - Alvincé Pongos
- Department of Otolaryngology, University of California, San Francisco, San Francisco, CA
| | - Kurtis Brent
- Department of Otolaryngology, University of California, San Francisco, San Francisco, CA
| | - Judith Ford
- Department of Psychiatry, UCSF and Veterans Affairs San Francisco Healthcare System, San Francisco, CA
| | - Daniel Mathalon
- Department of Psychiatry, UCSF and Veterans Affairs San Francisco Healthcare System, San Francisco, CA
| | - John Houde
- Department of Otolaryngology, University of California, San Francisco, San Francisco, CA
| | - Srikantan Nagarajan
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA
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Cattarinussi G, Di Giorgio A, Sambataro F. Cerebellar dysconnectivity in schizophrenia and bipolar disorder is associated with cognitive and clinical variables. Schizophr Res 2024; 267:497-506. [PMID: 38582653 DOI: 10.1016/j.schres.2024.03.039] [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: 12/12/2023] [Revised: 03/11/2024] [Accepted: 03/27/2024] [Indexed: 04/08/2024]
Abstract
BACKGROUND Abnormal cerebellar functional connectivity (FC) has been implicated in the pathophysiology of schizophrenia (SCZ) and bipolar disorder (BD). However, the patterns of cerebellar dysconnectivity in these two disorders and their association with cognitive functioning and clinical symptoms have not been fully clarified. In this study, we examined cerebellar FC alterations in SCZ and BD-I and their association with cognition and psychotic symptoms. METHODS Resting-state functional magnetic resonance imaging (rs-fMRI) data of 39 SCZ, 43 BD-I, and 61 healthy controls from the Consortium for Neuropsychiatric Phenomics dataset were examined. The cerebellum was parcellated into ten functional networks, and seed-based FC was calculated for each cerebellar system. Principal component analyses were used to reduce the dimensionality of the diagnosis-related FC and cognitive variables. Multiple regression analyses were used to assess the relationship between FC and cognitive and clinical data. RESULTS We observed decreased cerebellar FC with the frontal, temporal, occipital, and thalamic areas in individuals with SCZ, and a more widespread decrease in cerebellar FC in individuals with BD-I, involving the frontal, cingulate, parietal, temporal, occipital, and thalamic regions. SCZ had increased within-cerebellum and cerebellar frontal FC compared to BD-I. In BD-I, memory and verbal learning performances, which were higher compared to SCZ, showed a greater interaction with cerebellar FC patterns. Additionally, patterns of increased cortico-cerebellar FC were marginally associated with positive symptoms in patients. CONCLUSIONS Our findings suggest that shared and distinct patterns of cortico-cerebellar dysconnectivity in SCZ and BD-I could underlie cognitive impairments and psychotic symptoms in these disorders.
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Affiliation(s)
- Giulia Cattarinussi
- Department of Neuroscience (DNS), University of Padova, Padova, Italy; Padova Neuroscience Center, University of Padova, Padova, Italy; Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Annabella Di Giorgio
- Department of Mental Health and Addictions, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Fabio Sambataro
- Department of Neuroscience (DNS), University of Padova, Padova, Italy; Padova Neuroscience Center, University of Padova, Padova, Italy.
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Jia Y, Kudo K, Jariwala N, Tarapore P, Nagarajan S, Subramaniam K. Causal role of medial superior frontal cortex on enhancing neural information flow and self-agency judgments in the self-agency network. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.13.24302764. [PMID: 38405834 PMCID: PMC10888992 DOI: 10.1101/2024.02.13.24302764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Self-agency is being aware of oneself as the agent of one's thoughts and actions. Self-agency is necessary for successful interactions with the outside world (reality-monitoring). Prior research has shown that the medial superior prefrontal gyri (mPFC/SFG) may represent one neural correlate underlying self-agency judgments. However, the causal relationship remains unknown. Here, we applied high-frequency 10Hz repetitive transcranial magnetic stimulation (rTMS) to modulate the excitability of the mPFC/SFG site that we have previously shown to mediate self-agency. For the first time, we delineate causal neural mechanisms, revealing precisely how rTMS modulates SFG excitability and impacts directional neural information flow in the self-agency network by implementing innovative magnetoencephalography (MEG) phase-transfer entropy (PTE) metrics, measured from pre-to-post rTMS. We found that, compared to control rTMS, enhancing SFG excitability by rTMS induced significant increases in information flow between SFG and specific cingulate and paracentral regions in the self-agency network in delta-theta, alpha, and gamma bands, which predicted improved self-agency judgments. This is the first multimodal imaging study in which we implement MEG PTE metrics of 5D imaging of space, frequency and time, to provide cutting-edge analyses of the causal neural mechanisms of how rTMS enhances SFG excitability and improves neural information flow between distinct regions in the self-agency network to potentiate improved self-agency judgments. Our findings provide a novel perspective for investigating causal neural mechanisms underlying self-agency and create a path towards developing novel neuromodulation interventions to improve self-agency that will be particularly useful for patients with psychosis who exhibit severe impairments in self-agency.
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