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Derivation and utility of schizophrenia polygenic risk associated multimodal MRI frontotemporal network

Schizophrenia is a highly heritable psychiatric disorder characterized by widespread functional and structural brain abnormalities. However, previous association studies between MRI and polygenic risk were mostly ROI-based single modality analyses, rather than identifying brain-based multimodal pred...

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Autores principales: Qi, Shile, Sui, Jing, Pearlson, Godfrey, Bustillo, Juan, Perrone-Bizzozero, Nora I., Kochunov, Peter, Turner, Jessica A., Fu, Zening, Shao, Wei, Jiang, Rongtao, Yang, Xiao, Liu, Jingyu, Du, Yuhui, Chen, Jiayu, Zhang, Daoqiang, Calhoun, Vince D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9395379/
https://www.ncbi.nlm.nih.gov/pubmed/35995794
http://dx.doi.org/10.1038/s41467-022-32513-8
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author Qi, Shile
Sui, Jing
Pearlson, Godfrey
Bustillo, Juan
Perrone-Bizzozero, Nora I.
Kochunov, Peter
Turner, Jessica A.
Fu, Zening
Shao, Wei
Jiang, Rongtao
Yang, Xiao
Liu, Jingyu
Du, Yuhui
Chen, Jiayu
Zhang, Daoqiang
Calhoun, Vince D.
author_facet Qi, Shile
Sui, Jing
Pearlson, Godfrey
Bustillo, Juan
Perrone-Bizzozero, Nora I.
Kochunov, Peter
Turner, Jessica A.
Fu, Zening
Shao, Wei
Jiang, Rongtao
Yang, Xiao
Liu, Jingyu
Du, Yuhui
Chen, Jiayu
Zhang, Daoqiang
Calhoun, Vince D.
author_sort Qi, Shile
collection PubMed
description Schizophrenia is a highly heritable psychiatric disorder characterized by widespread functional and structural brain abnormalities. However, previous association studies between MRI and polygenic risk were mostly ROI-based single modality analyses, rather than identifying brain-based multimodal predictive biomarkers. Based on schizophrenia polygenic risk scores (PRS) from healthy white people within the UK Biobank dataset (N = 22,459), we discovered a robust PRS-associated brain pattern with smaller gray matter volume and decreased functional activation in frontotemporal cortex, which distinguished schizophrenia from controls with >83% accuracy, and predicted cognition and symptoms across 4 independent schizophrenia cohorts. Further multi-disease comparisons demonstrated that these identified frontotemporal alterations were most severe in schizophrenia and schizo-affective patients, milder in bipolar disorder, and indistinguishable from controls in autism, depression and attention-deficit hyperactivity disorder. These findings indicate the potential of the identified PRS-associated multimodal frontotemporal network to serve as a trans-diagnostic gene intermediated brain biomarker specific to schizophrenia.
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spelling pubmed-93953792022-08-24 Derivation and utility of schizophrenia polygenic risk associated multimodal MRI frontotemporal network Qi, Shile Sui, Jing Pearlson, Godfrey Bustillo, Juan Perrone-Bizzozero, Nora I. Kochunov, Peter Turner, Jessica A. Fu, Zening Shao, Wei Jiang, Rongtao Yang, Xiao Liu, Jingyu Du, Yuhui Chen, Jiayu Zhang, Daoqiang Calhoun, Vince D. Nat Commun Article Schizophrenia is a highly heritable psychiatric disorder characterized by widespread functional and structural brain abnormalities. However, previous association studies between MRI and polygenic risk were mostly ROI-based single modality analyses, rather than identifying brain-based multimodal predictive biomarkers. Based on schizophrenia polygenic risk scores (PRS) from healthy white people within the UK Biobank dataset (N = 22,459), we discovered a robust PRS-associated brain pattern with smaller gray matter volume and decreased functional activation in frontotemporal cortex, which distinguished schizophrenia from controls with >83% accuracy, and predicted cognition and symptoms across 4 independent schizophrenia cohorts. Further multi-disease comparisons demonstrated that these identified frontotemporal alterations were most severe in schizophrenia and schizo-affective patients, milder in bipolar disorder, and indistinguishable from controls in autism, depression and attention-deficit hyperactivity disorder. These findings indicate the potential of the identified PRS-associated multimodal frontotemporal network to serve as a trans-diagnostic gene intermediated brain biomarker specific to schizophrenia. Nature Publishing Group UK 2022-08-22 /pmc/articles/PMC9395379/ /pubmed/35995794 http://dx.doi.org/10.1038/s41467-022-32513-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Qi, Shile
Sui, Jing
Pearlson, Godfrey
Bustillo, Juan
Perrone-Bizzozero, Nora I.
Kochunov, Peter
Turner, Jessica A.
Fu, Zening
Shao, Wei
Jiang, Rongtao
Yang, Xiao
Liu, Jingyu
Du, Yuhui
Chen, Jiayu
Zhang, Daoqiang
Calhoun, Vince D.
Derivation and utility of schizophrenia polygenic risk associated multimodal MRI frontotemporal network
title Derivation and utility of schizophrenia polygenic risk associated multimodal MRI frontotemporal network
title_full Derivation and utility of schizophrenia polygenic risk associated multimodal MRI frontotemporal network
title_fullStr Derivation and utility of schizophrenia polygenic risk associated multimodal MRI frontotemporal network
title_full_unstemmed Derivation and utility of schizophrenia polygenic risk associated multimodal MRI frontotemporal network
title_short Derivation and utility of schizophrenia polygenic risk associated multimodal MRI frontotemporal network
title_sort derivation and utility of schizophrenia polygenic risk associated multimodal mri frontotemporal network
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9395379/
https://www.ncbi.nlm.nih.gov/pubmed/35995794
http://dx.doi.org/10.1038/s41467-022-32513-8
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