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Personalized Estimates of Brain Structural Variability in Individuals With Early Psychosis

BACKGROUND: Early psychosis in first-episode psychosis (FEP) and clinical high-risk (CHR) individuals has been associated with alterations in mean regional measures of brain morphology. Examination of variability in brain morphology could assist in quantifying the degree of brain structural heteroge...

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Autores principales: Antoniades, Mathilde, Haas, Shalaila S, Modabbernia, Amirhossein, Bykowsky, Oleg, Frangou, Sophia, Borgwardt, Stefan, Schmidt, André
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8266574/
https://www.ncbi.nlm.nih.gov/pubmed/33547470
http://dx.doi.org/10.1093/schbul/sbab005
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author Antoniades, Mathilde
Haas, Shalaila S
Modabbernia, Amirhossein
Bykowsky, Oleg
Frangou, Sophia
Borgwardt, Stefan
Schmidt, André
author_facet Antoniades, Mathilde
Haas, Shalaila S
Modabbernia, Amirhossein
Bykowsky, Oleg
Frangou, Sophia
Borgwardt, Stefan
Schmidt, André
author_sort Antoniades, Mathilde
collection PubMed
description BACKGROUND: Early psychosis in first-episode psychosis (FEP) and clinical high-risk (CHR) individuals has been associated with alterations in mean regional measures of brain morphology. Examination of variability in brain morphology could assist in quantifying the degree of brain structural heterogeneity in clinical relative to healthy control (HC) samples. METHODS: Structural magnetic resonance imaging data were obtained from CHR (n = 71), FEP (n = 72), and HC individuals (n = 55). Regional brain variability in cortical thickness (CT), surface area (SA), and subcortical volume (SV) was assessed with the coefficient of variation (CV). Furthermore, the person-based similarity index (PBSI) was employed to quantify the similarity of CT, SA, and SV profile of each individual to others within the same diagnostic group. Normative modeling of the PBSI-CT, PBSI-SA, and PBSI-SV was used to identify CHR and FEP individuals whose scores deviated markedly from those of the healthy individuals. RESULTS: There was no effect of diagnosis on the CV for any regional measure (P > .38). CHR and FEP individuals differed significantly from the HC group in terms of PBSI-CT (P < .0001), PBSI-SA (P < .0001), and PBSI-SV (P = .01). In the clinical groups, normative modeling identified 32 (22%) individuals with deviant PBSI-CT, 12 (8.4%) with deviant PBSI-SA, and 21 (15%) with deviant PBSI-SV; differences of small effect size indicated that individuals with deviant PBSI scores had lower IQ and higher psychopathology. CONCLUSIONS: Examination of brain structural variability in early psychosis indicated heterogeneity at the level of individual profiles and encourages further large-scale examination to identify individuals that deviate markedly from normative reference data.
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spelling pubmed-82665742021-07-09 Personalized Estimates of Brain Structural Variability in Individuals With Early Psychosis Antoniades, Mathilde Haas, Shalaila S Modabbernia, Amirhossein Bykowsky, Oleg Frangou, Sophia Borgwardt, Stefan Schmidt, André Schizophr Bull Regular Articles BACKGROUND: Early psychosis in first-episode psychosis (FEP) and clinical high-risk (CHR) individuals has been associated with alterations in mean regional measures of brain morphology. Examination of variability in brain morphology could assist in quantifying the degree of brain structural heterogeneity in clinical relative to healthy control (HC) samples. METHODS: Structural magnetic resonance imaging data were obtained from CHR (n = 71), FEP (n = 72), and HC individuals (n = 55). Regional brain variability in cortical thickness (CT), surface area (SA), and subcortical volume (SV) was assessed with the coefficient of variation (CV). Furthermore, the person-based similarity index (PBSI) was employed to quantify the similarity of CT, SA, and SV profile of each individual to others within the same diagnostic group. Normative modeling of the PBSI-CT, PBSI-SA, and PBSI-SV was used to identify CHR and FEP individuals whose scores deviated markedly from those of the healthy individuals. RESULTS: There was no effect of diagnosis on the CV for any regional measure (P > .38). CHR and FEP individuals differed significantly from the HC group in terms of PBSI-CT (P < .0001), PBSI-SA (P < .0001), and PBSI-SV (P = .01). In the clinical groups, normative modeling identified 32 (22%) individuals with deviant PBSI-CT, 12 (8.4%) with deviant PBSI-SA, and 21 (15%) with deviant PBSI-SV; differences of small effect size indicated that individuals with deviant PBSI scores had lower IQ and higher psychopathology. CONCLUSIONS: Examination of brain structural variability in early psychosis indicated heterogeneity at the level of individual profiles and encourages further large-scale examination to identify individuals that deviate markedly from normative reference data. Oxford University Press 2021-02-06 /pmc/articles/PMC8266574/ /pubmed/33547470 http://dx.doi.org/10.1093/schbul/sbab005 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Regular Articles
Antoniades, Mathilde
Haas, Shalaila S
Modabbernia, Amirhossein
Bykowsky, Oleg
Frangou, Sophia
Borgwardt, Stefan
Schmidt, André
Personalized Estimates of Brain Structural Variability in Individuals With Early Psychosis
title Personalized Estimates of Brain Structural Variability in Individuals With Early Psychosis
title_full Personalized Estimates of Brain Structural Variability in Individuals With Early Psychosis
title_fullStr Personalized Estimates of Brain Structural Variability in Individuals With Early Psychosis
title_full_unstemmed Personalized Estimates of Brain Structural Variability in Individuals With Early Psychosis
title_short Personalized Estimates of Brain Structural Variability in Individuals With Early Psychosis
title_sort personalized estimates of brain structural variability in individuals with early psychosis
topic Regular Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8266574/
https://www.ncbi.nlm.nih.gov/pubmed/33547470
http://dx.doi.org/10.1093/schbul/sbab005
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