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Cortico-cognition coupling in treatment resistant schizophrenia

BACKGROUND: Brain structural alterations and cognitive dysfunction are independent predictors for poor clinical outcome in schizophrenia, and the associations between these domains remains unclear. We employed a novel, multiblock partial least squares correlation (MB-PLS-C) technique and investigate...

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Autores principales: Syeda, Warda T., Wannan, Cassandra M.J., Merritt, Antonia H., Raghava, Jayachandra M., Jayaram, Mahesh, Velakoulis, Dennis, Kristensen, Tina D., Soldatos, Rigas Filippos, Tonissen, Shane, Thomas, Naveen, Ambrosen, Karen S., Sørensen, Mikkel E., Fagerlund, Birgitte, Rostrup, Egill, Glenthøj, Birte Y., Skafidas, Efstratios, Bousman, Chad A., Johnston, Leigh A., Everall, Ian, Ebdrup, Bjørn H., Pantelis, Christos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9190061/
https://www.ncbi.nlm.nih.gov/pubmed/35689976
http://dx.doi.org/10.1016/j.nicl.2022.103064
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author Syeda, Warda T.
Wannan, Cassandra M.J.
Merritt, Antonia H.
Raghava, Jayachandra M.
Jayaram, Mahesh
Velakoulis, Dennis
Kristensen, Tina D.
Soldatos, Rigas Filippos
Tonissen, Shane
Thomas, Naveen
Ambrosen, Karen S.
Sørensen, Mikkel E.
Fagerlund, Birgitte
Rostrup, Egill
Glenthøj, Birte Y.
Skafidas, Efstratios
Bousman, Chad A.
Johnston, Leigh A.
Everall, Ian
Ebdrup, Bjørn H.
Pantelis, Christos
author_facet Syeda, Warda T.
Wannan, Cassandra M.J.
Merritt, Antonia H.
Raghava, Jayachandra M.
Jayaram, Mahesh
Velakoulis, Dennis
Kristensen, Tina D.
Soldatos, Rigas Filippos
Tonissen, Shane
Thomas, Naveen
Ambrosen, Karen S.
Sørensen, Mikkel E.
Fagerlund, Birgitte
Rostrup, Egill
Glenthøj, Birte Y.
Skafidas, Efstratios
Bousman, Chad A.
Johnston, Leigh A.
Everall, Ian
Ebdrup, Bjørn H.
Pantelis, Christos
author_sort Syeda, Warda T.
collection PubMed
description BACKGROUND: Brain structural alterations and cognitive dysfunction are independent predictors for poor clinical outcome in schizophrenia, and the associations between these domains remains unclear. We employed a novel, multiblock partial least squares correlation (MB-PLS-C) technique and investigated multivariate cortico-cognitive patterns in patients with treatment-resistant schizophrenia (TRS) and matched healthy controls (HC). METHOD: Forty-one TRS patients (age 38.5 ± 9.1, 30 males (M)), and 45 HC (age 40.2 ± 10.6, 29 M) underwent 3T structural MRI. Volumes of 68 brain regions and seven variables from CANTAB covering memory and executive domains were included. Univariate group differences were assessed, followed by the MB-PLS-C analyses to identify group-specific multivariate patterns of cortico-cognitive coupling. Supplementary three-group analyses, which included 23 non-affected first-degree relatives (NAR), were also conducted. RESULTS: Univariate tests demonstrated that TRS patients showed impairments in all seven cognitive tasks and volume reductions in 12 cortical regions following Bonferroni correction. The MB-PLS-C analyses revealed two significant latent variables (LVs) explaining > 90% of the sum-of-squares variance. LV1 explained 78.86% of the sum-of-squares variance, describing a shared, widespread structure-cognitive pattern relevant to both TRS patients and HCs. In contrast, LV2 (13.47% of sum-of-squares variance explained) appeared specific to TRS and comprised a differential cortico-cognitive pattern including frontal and temporal lobes as well as paired associates learning (PAL) and intra-extra dimensional set shifting (IED). Three-group analyses also identified two significant LVs, with NARs more closely resembling healthy controls than TRS patients. CONCLUSIONS: MB-PLS-C analyses identified multivariate brain structural-cognitive patterns in the latent space that may provide a TRS signature.
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spelling pubmed-91900612022-06-14 Cortico-cognition coupling in treatment resistant schizophrenia Syeda, Warda T. Wannan, Cassandra M.J. Merritt, Antonia H. Raghava, Jayachandra M. Jayaram, Mahesh Velakoulis, Dennis Kristensen, Tina D. Soldatos, Rigas Filippos Tonissen, Shane Thomas, Naveen Ambrosen, Karen S. Sørensen, Mikkel E. Fagerlund, Birgitte Rostrup, Egill Glenthøj, Birte Y. Skafidas, Efstratios Bousman, Chad A. Johnston, Leigh A. Everall, Ian Ebdrup, Bjørn H. Pantelis, Christos Neuroimage Clin Regular Article BACKGROUND: Brain structural alterations and cognitive dysfunction are independent predictors for poor clinical outcome in schizophrenia, and the associations between these domains remains unclear. We employed a novel, multiblock partial least squares correlation (MB-PLS-C) technique and investigated multivariate cortico-cognitive patterns in patients with treatment-resistant schizophrenia (TRS) and matched healthy controls (HC). METHOD: Forty-one TRS patients (age 38.5 ± 9.1, 30 males (M)), and 45 HC (age 40.2 ± 10.6, 29 M) underwent 3T structural MRI. Volumes of 68 brain regions and seven variables from CANTAB covering memory and executive domains were included. Univariate group differences were assessed, followed by the MB-PLS-C analyses to identify group-specific multivariate patterns of cortico-cognitive coupling. Supplementary three-group analyses, which included 23 non-affected first-degree relatives (NAR), were also conducted. RESULTS: Univariate tests demonstrated that TRS patients showed impairments in all seven cognitive tasks and volume reductions in 12 cortical regions following Bonferroni correction. The MB-PLS-C analyses revealed two significant latent variables (LVs) explaining > 90% of the sum-of-squares variance. LV1 explained 78.86% of the sum-of-squares variance, describing a shared, widespread structure-cognitive pattern relevant to both TRS patients and HCs. In contrast, LV2 (13.47% of sum-of-squares variance explained) appeared specific to TRS and comprised a differential cortico-cognitive pattern including frontal and temporal lobes as well as paired associates learning (PAL) and intra-extra dimensional set shifting (IED). Three-group analyses also identified two significant LVs, with NARs more closely resembling healthy controls than TRS patients. CONCLUSIONS: MB-PLS-C analyses identified multivariate brain structural-cognitive patterns in the latent space that may provide a TRS signature. Elsevier 2022-05-28 /pmc/articles/PMC9190061/ /pubmed/35689976 http://dx.doi.org/10.1016/j.nicl.2022.103064 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Regular Article
Syeda, Warda T.
Wannan, Cassandra M.J.
Merritt, Antonia H.
Raghava, Jayachandra M.
Jayaram, Mahesh
Velakoulis, Dennis
Kristensen, Tina D.
Soldatos, Rigas Filippos
Tonissen, Shane
Thomas, Naveen
Ambrosen, Karen S.
Sørensen, Mikkel E.
Fagerlund, Birgitte
Rostrup, Egill
Glenthøj, Birte Y.
Skafidas, Efstratios
Bousman, Chad A.
Johnston, Leigh A.
Everall, Ian
Ebdrup, Bjørn H.
Pantelis, Christos
Cortico-cognition coupling in treatment resistant schizophrenia
title Cortico-cognition coupling in treatment resistant schizophrenia
title_full Cortico-cognition coupling in treatment resistant schizophrenia
title_fullStr Cortico-cognition coupling in treatment resistant schizophrenia
title_full_unstemmed Cortico-cognition coupling in treatment resistant schizophrenia
title_short Cortico-cognition coupling in treatment resistant schizophrenia
title_sort cortico-cognition coupling in treatment resistant schizophrenia
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9190061/
https://www.ncbi.nlm.nih.gov/pubmed/35689976
http://dx.doi.org/10.1016/j.nicl.2022.103064
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