ArticleMolecular psychiatry2024
Connectome architecture shapes large-scale cortical alterations in schizophrenia: a worldwide ENIGMA study.
Article in Molecular psychiatry, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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31 citing papers in PubMed, 43 citations in OpenAlex.
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- Cerebral cortical alterations in adolescent early-onset psychosis: a surface-based morphometry mega-analysis.Molecular psychiatry · 2026Article
- Multiscale characterization of cortical signatures in positive and negative schizotypy: a worldwide ENIGMA study.Molecular psychiatry · 2026Article
- Biological factors contributing to divergent cortical abnormalities in adolescent and adult psychiatric disorders.Translational psychiatry · 2026Article
- Widespread synaptic density loss in schizophrenia follows molecular and network architecture.Molecular psychiatry · 2026Article
- Distance-related functional connectivity alterations in first-episode, drug-naïve major depressive disorder: a resting-state fMRI study with atlas-based neurotransmitter correlates.BMC psychiatry · 2026Article
- Human-Derived Cellular Models in Psychiatry: A Focus on the Olfactory Neuroepithelium.Brain sciences · 2026Review
- Individualized cortical gradient and network topology reveal symptom-linked disruptions and neurobiological subtypes in schizophrenia.medRxiv : the preprint server for health sciences · 2026Article
- Orbitofrontal Thickness and Network Associations as Transdiagnostic Signature of Amotivation Along the Bipolar-Schizophrenia Spectrum.Schizophrenia bulletin · 2026Article
- Digital twin brain reveals state-specific stimulation targets for abnormal brain dynamics in tinnitus.BMC medicine · 2026Article
- Associations between epilepsy-related polygenic risk and brain morphology in childhood.Brain : a journal of neurology · 2026Article
- Sulcal Widening in Schizophrenia Maps onto Sulcal Hubs and Energy-Synaptic Genes.bioRxiv : the preprint server for biology · 2026Article
- Connectome-based mapping of gray matter abnormalities in hepatic encephalopathy.Frontiers in medicine · 2026Article
- Neuroimaging epicenters and the related neurobiological signatures in patients with postherpetic neuralgia.The journal of headache and pain · 2025Article
- Network-dependent cortical thickness reductions following chronic methamphetamine use.Psychological medicine · 2025Article
- Altered Brain Network Dynamics in Schizophrenia Patients With Predominant Negative Symptoms: A Resting-State fMRI Study Using Co-Activation Pattern Analysis.Human brain mapping · 2025Article
- Reduced brain structural similarity is associated with maturation, neurobiological features, and clinical status in schizophrenia.Nature communications · 2025Article
- Ten years of using the APACS test: a multistudy cross-diagnostic analysis of pragmatic profiles and their relationship with Theory of Mind.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2025Article
- Precision psychiatry roadmap: towards a biology-informed framework for mental disorders.Molecular psychiatry · 2025Review
- Anterior-posterior systematic deficits of cortical thickness in early-onset schizophrenia.Communications biology · 2025Article
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77 authors at 20 institutions in 13 countries.
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Abstract
Schizophrenia is a prototypical network disorder with widespread brain-morphological alterations, yet it remains unclear whether these distributed alterations robustly reflect the underlying network layout. We tested whether large-scale structural alterations in schizophrenia relate to normative structural and functional connectome architecture, and systematically evaluated robustness and generalizability of these network-level alterations. Leveraging anatomical MRI scans from 2439 adults with schizophrenia and 2867 healthy controls from 26 ENIGMA sites and normative data from the Human Connectome Project (n = 207), we evaluated structural alterations of schizophrenia against two network susceptibility models: (i) hub vulnerability, which examines associations between regional network centrality and magnitude of disease-related alterations; (ii) epicenter mapping, which identifies regions whose typical connectivity profile most closely resembles the disease-related morphological alterations. To assess generalizability and specificity, we contextualized the influence of site, disease stages, and individual clinical factors and compared network associations of schizophrenia with that found in affective disorders. Our findings show schizophrenia-related cortical thinning is spatially associated with functional and structural hubs, suggesting that highly interconnected regions are more vulnerable to morphological alterations. Predominantly temporo-paralimbic and frontal regions emerged as epicenters with connectivity profiles linked to schizophrenia's alteration patterns. Findings were robust across sites, disease stages, and related to individual symptoms. Moreover, transdiagnostic comparisons revealed overlapping epicenters in schizophrenia and bipolar, but not major depressive disorder, suggestive of a pathophysiological continuity within the schizophrenia-bipolar-spectrum. In sum, cortical alterations over the course of schizophrenia robustly follow brain network architecture, emphasizing marked hub susceptibility and temporo-frontal epicenters at both the level of the group and the individual. Subtle variations of epicenters across disease stages suggest interacting pathological processes, while associations with patient-specific symptoms support additional inter-individual variability of hub vulnerability and epicenters in schizophrenia. Our work outlines potential pathways to better understand macroscale structural alterations, and inter- individual variability in schizophrenia.
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