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Structural Covariance of Cortical Gyrification at Illness Onset in Treatment Resistance: A Longitudinal Study of First-Episode Psychoses

Treatment resistance (TR) in patients with first-episode psychosis (FEP) is a major cause of disability and functional impairment, yet mechanisms underlying this severe disorder are poorly understood. As one view is that TR has neurodevelopmental roots, we investigated whether its emergence relates...

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Autores principales: Ajnakina, Olesya, Das, Tushar, Lally, John, Di Forti, Marta, Pariante, Carmine M, Marques, Tiago Reis, Mondelli, Valeria, David, Anthony S, Murray, Robin M, Palaniyappan, Lena, Dazzan, Paola
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8530394/
https://www.ncbi.nlm.nih.gov/pubmed/33851203
http://dx.doi.org/10.1093/schbul/sbab035
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author Ajnakina, Olesya
Das, Tushar
Lally, John
Di Forti, Marta
Pariante, Carmine M
Marques, Tiago Reis
Mondelli, Valeria
David, Anthony S
Murray, Robin M
Palaniyappan, Lena
Dazzan, Paola
author_facet Ajnakina, Olesya
Das, Tushar
Lally, John
Di Forti, Marta
Pariante, Carmine M
Marques, Tiago Reis
Mondelli, Valeria
David, Anthony S
Murray, Robin M
Palaniyappan, Lena
Dazzan, Paola
author_sort Ajnakina, Olesya
collection PubMed
description Treatment resistance (TR) in patients with first-episode psychosis (FEP) is a major cause of disability and functional impairment, yet mechanisms underlying this severe disorder are poorly understood. As one view is that TR has neurodevelopmental roots, we investigated whether its emergence relates to disruptions in synchronized cortical maturation quantified using gyrification-based connectomes. Seventy patients with FEP evaluated at their first presentation to psychiatric services were followed up using clinical records for 4 years; of these, 17 (24.3%) met the definition of TR and 53 (75.7%) remained non-TR at 4 years. Structural MRI images were obtained within 5 weeks from first exposure to antipsychotics. Local gyrification indices were computed for 148 contiguous cortical regions using FreeSurfer; each subject’s contribution to group-based structural covariance was quantified using a jack-knife procedure, providing a single deviation matrix for each subject. The latter was used to derive topological properties that were compared between TR and non-TR patients using a Functional Data Analysis approach. Compared to the non-TR patients, TR patients showed a significant reduction in small-worldness (Hedges’s g = 2.09, P < .001) and a reduced clustering coefficient (Hedges’s g = 1.07, P < .001) with increased length (Hedges’s g = −2.17, P < .001), indicating a disruption in the organizing principles of cortical folding. The positive symptom burden was higher in patients with more pronounced small-worldness (r = .41, P = .001) across the entire sample. The trajectory of synchronized cortical development inferred from baseline MRI-based structural covariance highlights the possibility of identifying patients at high-risk of TR prospectively, based on individualized gyrification-based connectomes.
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spelling pubmed-85303942021-10-22 Structural Covariance of Cortical Gyrification at Illness Onset in Treatment Resistance: A Longitudinal Study of First-Episode Psychoses Ajnakina, Olesya Das, Tushar Lally, John Di Forti, Marta Pariante, Carmine M Marques, Tiago Reis Mondelli, Valeria David, Anthony S Murray, Robin M Palaniyappan, Lena Dazzan, Paola Schizophr Bull Regular Articles Treatment resistance (TR) in patients with first-episode psychosis (FEP) is a major cause of disability and functional impairment, yet mechanisms underlying this severe disorder are poorly understood. As one view is that TR has neurodevelopmental roots, we investigated whether its emergence relates to disruptions in synchronized cortical maturation quantified using gyrification-based connectomes. Seventy patients with FEP evaluated at their first presentation to psychiatric services were followed up using clinical records for 4 years; of these, 17 (24.3%) met the definition of TR and 53 (75.7%) remained non-TR at 4 years. Structural MRI images were obtained within 5 weeks from first exposure to antipsychotics. Local gyrification indices were computed for 148 contiguous cortical regions using FreeSurfer; each subject’s contribution to group-based structural covariance was quantified using a jack-knife procedure, providing a single deviation matrix for each subject. The latter was used to derive topological properties that were compared between TR and non-TR patients using a Functional Data Analysis approach. Compared to the non-TR patients, TR patients showed a significant reduction in small-worldness (Hedges’s g = 2.09, P < .001) and a reduced clustering coefficient (Hedges’s g = 1.07, P < .001) with increased length (Hedges’s g = −2.17, P < .001), indicating a disruption in the organizing principles of cortical folding. The positive symptom burden was higher in patients with more pronounced small-worldness (r = .41, P = .001) across the entire sample. The trajectory of synchronized cortical development inferred from baseline MRI-based structural covariance highlights the possibility of identifying patients at high-risk of TR prospectively, based on individualized gyrification-based connectomes. Oxford University Press 2021-04-14 /pmc/articles/PMC8530394/ /pubmed/33851203 http://dx.doi.org/10.1093/schbul/sbab035 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center.All rights reserved. For permissions, please email: journals.permissions@oup.com https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Regular Articles
Ajnakina, Olesya
Das, Tushar
Lally, John
Di Forti, Marta
Pariante, Carmine M
Marques, Tiago Reis
Mondelli, Valeria
David, Anthony S
Murray, Robin M
Palaniyappan, Lena
Dazzan, Paola
Structural Covariance of Cortical Gyrification at Illness Onset in Treatment Resistance: A Longitudinal Study of First-Episode Psychoses
title Structural Covariance of Cortical Gyrification at Illness Onset in Treatment Resistance: A Longitudinal Study of First-Episode Psychoses
title_full Structural Covariance of Cortical Gyrification at Illness Onset in Treatment Resistance: A Longitudinal Study of First-Episode Psychoses
title_fullStr Structural Covariance of Cortical Gyrification at Illness Onset in Treatment Resistance: A Longitudinal Study of First-Episode Psychoses
title_full_unstemmed Structural Covariance of Cortical Gyrification at Illness Onset in Treatment Resistance: A Longitudinal Study of First-Episode Psychoses
title_short Structural Covariance of Cortical Gyrification at Illness Onset in Treatment Resistance: A Longitudinal Study of First-Episode Psychoses
title_sort structural covariance of cortical gyrification at illness onset in treatment resistance: a longitudinal study of first-episode psychoses
topic Regular Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8530394/
https://www.ncbi.nlm.nih.gov/pubmed/33851203
http://dx.doi.org/10.1093/schbul/sbab035
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