Classification of First-episode Schizophrenia, Chronic Schizophrenia and Healthy Control Based on Brain Network of Mismatch Negativity by Graph Neural Network

Mismatch negativity (MMN) to deviant stimuli is robustly smaller in individuals with chronic schizophrenia compared with healthy controls (Cohen’s d > 1.0 or more), leading to the possibility of MMN being used as a biomarker for schizophrenia. However, there is some debate in the literature as to whether MMN is reliably reduced in first-episode schizophrenia patients. For the biomarker to be used as a predictive marker for schizophrenia, it should be reduced in the majority of cases known to have the disease, particularly at disease onset. We conducted a meta-analysis on the fourteen studies that measured MMN to pitch or duration deviants in healthy controls and patients within 12 months of their first episode of schizophrenia. The overall effect size showed no MMN reduction in first-episode patients to pitch-deviants (Cohen’s d < 0.04), and a small-to-medium reduction to duration-deviants (Cohen’s d = 0.47). Together, this indicates that pitch-deviant MMN is not a candidate biomarker for schizophrenia prediction, while duration-deviant MMN may hold some promise, albeit nearly a third as large an effect as in chronic schizophrenia. Potential causes for discrepancies between studies are discussed.

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Diagnostic classification of patients with first-episode schizophrenia spectrum disorders from resting-fMRI

10.26226/morressier.5785edccd462b80296c98ef9 ◽

2016 ◽

Author(s):

Pavol Mikolas

Keyword(s):

Diagnostic Classification ◽

First Episode ◽

Schizophrenia Spectrum Disorders ◽

Schizophrenia Spectrum ◽

Spectrum Disorders ◽

First Episode Schizophrenia

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Cognitive heterogeneity in first-episode schizophrenia

The British Journal of Psychiatry ◽

10.1192/bjp.187.6.516 ◽

2005 ◽

Vol 187 (6) ◽

pp. 516-522 ◽

Cited By ~ 79

Author(s):

Eileen M. Joyce ◽

Sam B. Hutton ◽

Stanley H. Mutsatsa ◽

Thomas R. E. Barnes

Keyword(s):

Working Memory ◽

Cognitive Decline ◽

Spatial Working Memory ◽

Age At Onset ◽

Chronic Schizophrenia ◽

First Episode ◽

Entire Group ◽

Illness Onset ◽

Cognitive Heterogeneity ◽

First Episode Schizophrenia

BackgroundStudies of chronic schizophrenia suggest that there are subgroups with different profiles of cognitive impairment.AimsTo determine whether such heterogeneity is present at illness onset and any relationship to clinical variables.MethodNinety-three community patients with first-episode schizophrenia and 50 healthy volunteers were assessed for premorbid (Revised National Adult Reading Test) and current IQ, memory and executive function.ResultsHalf of those with schizophrenia had preserved IQ in the normal range but there was evidence of a specific impairment in spatial working memory even in those with high/average IQ; 37 out of 93 (40%) had generalised cognitive decline. Those with low premorbid IQ were significantly younger at illness onset. For the entire group, age at onset correlated positively with premorbid but not current IQ.ConclusionsAt illness onset, cognitive heterogeneity is present in people with schizophrenia, with a high proportion having undergone general cognitive decline. However, working memory impairment may be a common feature. Lower premorbid IQ is a risk factor for an earlier onset.

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An fMRI study of face encoding and recognition in first-episode schizophrenia

Acta Neuropsychiatrica ◽

10.1111/j.1601-5215.2008.00280.x ◽

2008 ◽

Vol 20 (3) ◽

pp. 129-138 ◽

Cited By ~ 10

Author(s):

Anantha P. P. Anilkumar ◽

Veena Kumari ◽

Ravi Mehrotra ◽

Ingrid Aasen ◽

Martina T. Mitterschiffthaler ◽

...

Keyword(s):

Face Recognition ◽

Brain Activity ◽

Chronic Schizophrenia ◽

First Episode ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Social Situations ◽

Fmri Study ◽

On Line ◽

First Episode Schizophrenia

Background:Schizophrenia has been associated with limited abilities to interact effectively in social situations. Face perception and ability to recognise familiar faces are critical for social interaction. Patients with chronic schizophrenia are known to show impaired face recognition. Studying first-episode (FE) patients allows the exclusion of confounding effects of chronicity, medication and institutionalisation in this deficit.Objective:To determine brain (dys)functions during a face encoding and recognition paradigm in FE schizophrenia.Methods:Thirteen antipsychotic-naïve FE schizophrenia patients and 13 age- and sex-matched healthy controls underwent functional magnetic resonance imaging during a face encoding and recognition paradigm. Behavioural responses were recorded on line.Results:Patients recognised significantly fewer of previously presented faces than the controls (p = 0.008). At the neural level, both groups activated a network of regions including the fusiform area, occipital, temporal and frontal regions. In brain activity, the two groups did not differ in any region during encoding or recognition conditions (p > 0.05, corrected or uncorrected).Conclusions:Our findings show impaired face recognition without a significant alteration of related brain activity in FE schizophrenia patients. It is possible that neural changes become more strongly evident with progression of the illness, and manifest themselves as behavioural impairments during the early course.

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Childhood Trauma Associated With Abnormal Resting-State Brain Network Connectivity in First-Episode Schizophrenia Patients

10.21203/rs.3.rs-73545/v1 ◽

2020 ◽

Author(s):

Xiangyun Long ◽

Jiaxin Wu ◽

Fei Liu ◽

Ansi Qi ◽

Nan Huang ◽

...

Keyword(s):

Childhood Trauma ◽

Resting State ◽

Network Connectivity ◽

Brain Network ◽

Traumatic Experiences ◽

First Episode ◽

Resting State Networks ◽

Attention Network ◽

Brain Network Connectivity ◽

First Episode Schizophrenia

Abstract Childhood trauma is a central risk factor for schizophrenia. We explored the correlation between early traumatic experiences and the functional connectivity of resting-state networks. This fMRI study included 28 first-episode schizophrenia patients and 27 healthy controls. In first-episode schizophrenia patients, higher levels of childhood trauma associated with abnormal connections of resting-state networks, and these anomalies distributed among task-positive networks (i.e., ventral attention network, dorsal-ventral attention network and frontal-parietal network), and sensory networks (i.e., visual network and auditory network). These findings mentioned that childhood traumatic experiences may impact resting-state network connectivity in adulthood, mainly involving systems related to attention and execution control.

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Connectome-Based Patterns of First-Episode Medication-Naïve Patients With Schizophrenia

Schizophrenia Bulletin ◽

10.1093/schbul/sbz014 ◽

2019 ◽

Vol 45 (6) ◽

pp. 1291-1299 ◽

Cited By ~ 13

Author(s):

Long-Biao Cui ◽

Yongbin Wei ◽

Yi-Bin Xi ◽

Alessandra Griffa ◽

Siemon C De Lange ◽

...

Keyword(s):

Network Architecture ◽

Functional Neuroimaging ◽

Brain Network ◽

First Episode ◽

Healthy Controls ◽

Cross Sectional ◽

Rich Club ◽

Functional Dynamics ◽

Neuroimaging Study ◽

First Episode Schizophrenia

Abstract Emerging evidence indicates that a disruption in brain network organization may play an important role in the pathophysiology of schizophrenia. The neuroimaging fingerprint reflecting the pathophysiology of first-episode schizophrenia remains to be identified. Here, we aimed at characterizing the connectome organization of first-episode medication-naïve patients with schizophrenia. A cross-sectional structural and functional neuroimaging study using two independent samples (principal dataset including 42 medication-naïve, previously untreated patients and 48 healthy controls; replication dataset including 39 first-episode patients [10 untreated patients] and 66 healthy controls) was performed. Brain network architecture was assessed by means of white matter fiber integrity measures derived from diffusion-weighted imaging (DWI) and by means of structural-functional (SC-FC) coupling measured by combining DWI and resting-state functional magnetic resonance imaging. Connectome rich club organization was found to be significantly disrupted in medication-naïve patients as compared with healthy controls (P = .012, uncorrected), with rich club connection strength (P = .032, uncorrected) and SC-FC coupling (P < .001, corrected for false discovery rate) decreased in patients. Similar results were found in the replication dataset. Our findings suggest that a disruption of rich club organization and functional dynamics may reflect an early feature of schizophrenia pathophysiology. These findings add to our understanding of the neuropathological mechanisms of schizophrenia and provide new insights into the early stages of the disorder.

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Morphology of the corpus callosum at different stages of schizophrenia: Cross-sectional study in first-episode and chronic illness

The British Journal of Psychiatry ◽

10.1192/bjp.bp.107.041251 ◽

2008 ◽

Vol 192 (6) ◽

pp. 429-434 ◽

Cited By ~ 56

Author(s):

Mark Walterfang ◽

Amanda G. Wood ◽

David C. Reutens ◽

Stephen J. Wood ◽

Jian Chen ◽

...

Keyword(s):

Corpus Callosum ◽

Chronic Schizophrenia ◽

Cross Sectional Study ◽

First Episode ◽

Schizophrenia Spectrum Disorders ◽

Cross Sectional ◽

Size And Shape ◽

Schizophrenia Spectrum ◽

First Episode Schizophrenia ◽

Parietal Cortices

BackgroundThe shape of the corpus callosum may differ in schizophrenia, although no study has compared first-episode with established illness.AimsTo investigate the size and shape of the corpus callosum in a large sample of people with first-episode and established schizophrenia.MethodCallosal size and shape were determined using highresolution magnetic resonance imaging on 76 patients with first-episode schizophrenia-spectrum disorders, 86 patients with established schizophrenia and 55 healthy participants.ResultsThere were no significant differences in total area across groups. Reductions in callosal width were seen in the region of the anterior genu in first-episode disorder (P<0.005). Similar reductions were seen in the chronic schizophrenia group in the anterior genu, but also in the posterior genu and isthmus (P = 0.0005).ConclusionsReductions in anterior callosal regions connecting frontal cortex are present at the onset of schizophrenia, and in established illness are accompanied by changes in other regions of the callosum connecting cingulate, temporal and parietal cortices.

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Cognitive deficits and white matter abnormalities in never-treated first-episode schizophrenia

Translational Psychiatry ◽

10.1038/s41398-020-01049-0 ◽

2020 ◽

Vol 10 (1) ◽

Author(s):

Mi Yang ◽

Shan Gao ◽

Xiangyang Zhang

Keyword(s):

Cognitive Impairment ◽

White Matter ◽

Diffusion Tensor ◽

Internal Capsule ◽

First Episode ◽

Control Group ◽

Pathophysiological Mechanism ◽

Healthy Controls ◽

Healthy Control ◽

First Episode Schizophrenia

Abstract Cognitive impairment is viewed as a core symptom of schizophrenia (SCZ), but its pathophysiological mechanism remains unclear. White matter (WM) disruption is considered to be a central abnormality that may contribute to cognitive impairment in SCZ patients. However, few studies have addressed the association between cognition and WM integrity in never-treated first-episode (NTFE) patients with SCZ. In this study, we used the MATRICS Consensus Cognitive Battery (MCCB) to evaluate cognitive function in NTFE patients (n = 39) and healthy controls (n = 30), and associated it with whole-brain fractional anisotropy (FA) values obtained via voxel-based diffusion tensor imaging. We found that FA was lower in five brain areas of SCZ patients, including the cingulate gyrus, internal capsule, corpus callosum, cerebellum, and brainstem. Compared with the healthy control group, the MCCB’s total score and 8 out of 10 subscores were significantly lower in NTFE patients (all p < 0.001). Moreover, in patients but not healthy controls, the performance in the Trail Making Test was negatively correlated with the FA value in the left cingulate. Our findings provide evidence that WM disconnection is involved in some cognitive impairment in the early course of SCZ.

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