Long-term morphometric similarity gradients relate to cortical hierarchy and psychiatric symptoms in schizophrenia
Garcia-San-Martin, N.; Bethlehem, R. A.; Sebenius, I.; Cardoso Saraiva, L.; Segura, P.; Aleman-Morillo, C.; Gomez, C.; Salguero-Quiros, P.; Pasquini, A.; Montagnese, M.; Shafiei, G.; Ruiz-Veguilla, M.; Ayesa-Arriola, R.; Vazquez-Bourgon, J.; Misic, B.; Cappi, C.; Suckling, J.; Crespo-Facorro, B.; Romero-Garcia, R.
Show abstract
Schizophrenia spectrum disorders (SSD) are characterized by altered brain structure, reflecting widespread dysconnectivity across brain-specific networks. However, the role of hierarchical organization on cortical morphometric networks in shaping clinical outcomes over the course of the disease remains unclear. Connectome-derived gradients have increasingly been used to investigate spatial transitions in brain organization. Here, we computed cortical and subcortical Morphometric INverse Divergence (MIND) similarity networks from 1293 structural MRI data of 193 healthy controls (HC) and 350 individuals with SSD followed for up to 20 years. MIND features were calculated for each subject-specific network by computing regional averages and performing gradient decomposition. We found that MIND in SSD was longitudinally associated with treatment duration and medication. These associations were co-localized with hierarchical axes of cortical organization and schizophrenia epicenters. Moreover, psychiatric symptoms were associated with these alterations in structural similarity, which were also related to treatment duration. Collectively, these findings advance our understanding of how brain organization, treatment duration, and medication shape clinical symptoms throughout the course of SSD.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Molecular and micro-architectural mapping of abnormal gray matter developmental trajectories in psychosis 98%
- Connectome architecture shapes large-scale cortical alterations in schizophrenia: a worldwide ENIGMA study 97%
- Replication of a neuroimaging biomarker for striatal dysfunction in psychosis 96%
Similar papers in this journal
- Connectivity patterns of task-specific brain networks allow individual prediction of cognitive symptom dimension of schizophrenia and link to molecular architecture 96%
- Decoding Early Psychoses: Unraveling Stable Microstructural Features Associated with Psychopathology Across Independent Cohorts 96%
- Schizotypy-related magnetization of cortex in healthy adolescence is co-located with expression of schizophrenia risk genes 95%
Similar papers in this journal
- 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 96%
- White Matter Microstructure Alterations and Their Link to Symptomatology in Early Psychosis and Schizophrenia 95%
- Meta-analysis of the brain transcriptomes of multiple genetic mouse models of schizophrenia highlights dysregulation in striatum and thalamus 94%
Similar papers in this journal
- Reduced brain structural similarity is associated with maturation, neurobiological features, and clinical status in schizophrenia 97%
- Neuropsychiatric mutations delineate functional brain connectivity dimensions contributing to autism and schizophrenia 95%
- The genetic relationships between brain structure and schizophrenia 94%
Similar papers in this journal
- A 10-Year Longitudinal Study of Brain Cortical Thickness in People with First-Episode Psychosis using Normative Models 97%
- Evidence from imaging resilience genetics for a protective mechanism against schizophrenia in the ventral visual pathway 96%
- Reassessing Asymmetry Reduction in Psychosis: Cingulate Folding and Gyrification Covariance in Patients with Auditory Hallucinations 95%
"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.