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Globally Efficient Brain Organization and Treatment Response in Psychosis: A Connectomic Study of Gyrification
- Source :
- Brain and Mind Institute Researchers' Publications, Schizophrenia Bulletin, Palaniyappan, L, Marques, T R, Taylor, H, Mondelli, V, Reinders, A A T S, Bonaccorso, S, Giordano, A, Diforti, M, Simmons, A, David, A S, Pariante, C M, Murray, R M & Dazzan, P 2016, ' Globally Efficient Brain Organization and Treatment Response in Psychosis : A Connectomic Study of Gyrification ', Schizophrenia Bulletin, vol. 42, no. 6, pp. 1446-1456 . https://doi.org/10.1093/schbul/sbw069
- Publication Year :
- 2016
- Publisher :
- Oxford University Press (OUP), 2016.
-
Abstract
- Background: Converging evidence suggests that patients with first-episode psychosis who show a poor treatment response may have a higher degree of neurodevelopmental abnormalities than good Responders. Characterizing the disturbances in the relationship among brain regions (covariance) can provide more information on neurodevelopmental integrity than searching for localized changes in the brain. Graph-based connectomic approach can measure structural covariance thus providing information on the maturational processes. We quantified the structural covariance of cortical folding using graph theory in first-episode psychosis, to investigate if this systems-level approach would improve our understanding of the biological determinants of outcome in psychosis. Methods: Magnetic Resonance Imaging data were acquired in 80 first-episode psychosis patients and 46 healthy controls. Response to treatment was assessed after 12 weeks of naturalistic follow-up. Gyrification-based connectomes were constructed to study the maturational organization of cortical folding. Results: Nonresponders showed a reduction in the distributed relationship among brain regions (high segregation, poor integration) when compared to Responders and controls, indicating a higher burden of aberrant neurodevelopment. They also showed reduced centrality of key regions (left insula and anterior cingulate cortex) indicating a marked reconfiguration of gyrification. Nonresponders showed a vulnerable pattern of covariance that disintegrated when simulated lesions removed high-degree hubs, indicating an abnormal dependence on highly central hub regions in Nonresponders. Conclusions: These findings suggest that a perturbed maturational relationship among brain regions underlies poor treatment response in first-episode psychosis. The information obtained from gyrification-based connectomes can be harnessed for prospectively predicting treatment response and prognosis in psychosis.
- Subjects :
- Adult
Male
graph theory
SCHIZOPHRENIA-PATIENTS
17 Psychology And Cognitive Sciences
Outcome Assessment (Health Care)
Young Adult
Outcome Assessment, Health Care
Connectome
Humans
1ST-EPISODE PSYCHOSIS
first-episode psychosis
Psychiatry
Cerebral Cortex
Science & Technology
neuroimaging
SMALL-WORLD NETWORKS
connectome
Regular Article
NEUROLOGICAL SOFT SIGNS
FUNCTIONAL CONNECTIVITY
11 Medical And Health Sciences
HUMAN CORTICAL NETWORKS
cortical folding
REGIONS
Magnetic Resonance Imaging
ANATOMICAL NETWORKS
surface based morphometry
Psychotic Disorders
GRAPH-THEORETICAL ANALYSIS
Female
STRUCTURAL COVARIANCE
Life Sciences & Biomedicine
Antipsychotic Agents
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Brain and Mind Institute Researchers' Publications, Schizophrenia Bulletin, Palaniyappan, L, Marques, T R, Taylor, H, Mondelli, V, Reinders, A A T S, Bonaccorso, S, Giordano, A, Diforti, M, Simmons, A, David, A S, Pariante, C M, Murray, R M & Dazzan, P 2016, ' Globally Efficient Brain Organization and Treatment Response in Psychosis : A Connectomic Study of Gyrification ', Schizophrenia Bulletin, vol. 42, no. 6, pp. 1446-1456 . https://doi.org/10.1093/schbul/sbw069
- Accession number :
- edsair.pmid.dedup....db87e0a050df299afb8775b20659a17d