Structural brain abnormalities and aggressive behaviour in schizophrenia: Mega-analysis of data from 2095 patients and 2861 healthy controls via the ENIGMA consortium
Lamsma, J.; Raine, A.; Kia, S. M.; Cahn, W.; Arold, D.; Banaj, N.; Barone, A.; Brosch, K.; Brouwer, R.; Brunetti, A.; Calhoun, V. D.; Chew, Q. H.; Choi, S.; Chung, Y.-C.; Ciccarelli, M.; Cobia, D.; Cocozza, S.; Dannlowski, U.; Dazzan, P.; de Bartolomeis, A.; Di Forti, M.; Dumais, A.; Edmond, J. T.; Ehrlich, S.; Evermann, U.; Flinkenflugel, K.; Georgiadis, F.; Glahn, D. C.; Goltermann, J.; Green, M. J.; Grotegerd, D.; Guerrero-Pedraza, A.; Ha, M.; Hong, E. L.; Pol, H. H.; Iasevoli, F.; Kaiser, S.; Kaleda, V.; Karuk, A.; Kim, M.; Kircher, T.; Kirschner, M.; Kochunov, P.; Kwon, J. S.; Lebedeva, I
Show abstract
BackgroundSchizophrenia is associated with an increased risk of aggressive behaviour, which may partly be explained by illness-related changes in brain structure. However, previous studies have been limited by group-level analyses, small and selective samples of inpatients and long time lags between exposure and outcome. MethodsThis cross-sectional study pooled data from 20 sites participating in the international ENIGMA-Schizophrenia Working Group. Sites acquired T1-weighted and diffusion-weighted magnetic resonance imaging scans in a total of 2095 patients with schizophrenia and 2861 healthy controls. Measures of grey matter volume and white matter microstructural integrity were extracted from the scans using harmonised protocols. For each measure, normative modelling was used to calculate how much patients deviated (in z-scores) from healthy controls at the individual level. Ordinal regression models were used to estimate the associations of these deviations with concurrent aggressive behaviour (as odds ratios [ORs] with 99% confidence intervals [CIs]). Mediation analyses were performed for positive symptoms (i.e., delusions, hallucinations and disorganised thinking), impulse control and illness insight. Aggression and potential mediators were assessed with the Positive and Negative Syndrome Scale, Scale for the Assessment of Positive Symptoms or Brief Psychiatric Rating Scale. ResultsAggressive behaviour was significantly associated with reductions in total cortical volume (OR [99% CI] = 0.88 [0.78, 0.98], p = .003) and global white matter integrity (OR [99% CI] = 0.72 [0.59, 0.88], p = 3.50 x 10-5) and additional reductions in dorsolateral prefrontal cortex volume (OR [99% CI] = 0.85 [0.74, 0.97], p =.002), inferior parietal lobule volume (OR [99% CI] = 0.76 [0.66, 0.87], p = 2.20 x 10-7) and internal capsule integrity (OR [99% CI] = 0.76 [0.63, 0.92], p = 2.90 x 10-4). Except for inferior parietal lobule volume, these associations were largely mediated by increased severity of positive symptoms and reduced impulse control. ConclusionsThis study provides evidence that the co-occurrence of positive symptoms, poor impulse control and aggressive behaviour in schizophrenia has a neurobiological basis, which may inform the development of therapeutic interventions.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Replication of a neuroimaging biomarker for striatal dysfunction in psychosis 96%
- Cortical and Subcortical Neuroanatomical Signatures of Schizotypy in 3,004 Individuals Assessed in a Worldwide ENIGMA Study 96%
- Cerebral cortical alterations in adolescent early-onset psychosis: a surface-based morphometry mega-analysis 96%
Similar papers in this journal
- Adverse clinical outcomes in people at clinical high-risk for psychosis related to activity and glutamate function in the hippocampus 96%
- Individual-level deviations from normative brain morphology in violence, psychosis, and psychopathy 95%
- Psychotic-like experiences, polygenic risk scores for schizophrenia and structural properties of the salience, default mode and central-executive networks in healthy participants from UK Biobank 95%
Similar papers in this journal
- Frontal lobe fALFF measured from resting-state fMRI at baseline predicts acute treatment response in first episode psychosis 97%
- Interactions between hippocampal activity and striatal dopamine in people at clinical high risk for psychosis: relationship to clinical outcomes 96%
- Effects of Diazepam on Hippocampal Blood Flow in People at Clinical High Risk for Psychosis 96%
Similar papers in this journal
- Decoding Early Psychoses: Unraveling Stable Microstructural Features Associated with Psychopathology Across Independent Cohorts 95%
- Multivariate Resting-State Functional Connectivity Features Linked to Transdiagnostic Psychopathology in Early Psychosis 95%
- Connectivity patterns of task-specific brain networks allow individual prediction of cognitive symptom dimension of schizophrenia and link to molecular architecture 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.