Derivation and utility of schizophrenia polygenic risk associated multimodal MRI frontotemporal network
dc.contributor.author | Qi, Shile | |
dc.contributor.author | Sui, Jing | |
dc.contributor.author | Pearlson, Godfrey | |
dc.contributor.author | Bustillo, Juan | |
dc.contributor.author | Perrone-Bizzozero, Nora I. | |
dc.contributor.author | Kochunov, Peter | |
dc.contributor.author | Turner, Jessica A. | |
dc.contributor.author | Fu, Zening | |
dc.contributor.author | Shao, Wei | |
dc.contributor.author | Jiang, Rongtao | |
dc.contributor.author | Yang, Xiao | |
dc.contributor.author | Liu, Jingyu | |
dc.contributor.author | Du, Yuhui | |
dc.contributor.author | Chen, Jiayu | |
dc.contributor.author | Zhang, Daoqiang | |
dc.contributor.author | Calhoun, Vince D. | |
dc.date.accessioned | 2022-08-23T15:32:11Z | |
dc.date.available | 2022-08-23T15:32:11Z | |
dc.date.issued | 2022-08-22 | |
dc.identifier.uri | http://hdl.handle.net/10713/19613 | |
dc.description.abstract | 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. | en_US |
dc.description.uri | https://doi.org/10.1038/s41467-022-32513-8 | en_US |
dc.language.iso | en | en_US |
dc.publisher | Springer Science and Business Media LLC | en_US |
dc.relation.ispartof | Nature Communications | en_US |
dc.rights.uri | https://creativecommons.org/licenses/by/4.0 | |
dc.title | Derivation and utility of schizophrenia polygenic risk associated multimodal MRI frontotemporal network | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.1038/s41467-022-32513-8 | |
dc.source.journaltitle | Nature Communications | |
dc.source.volume | 13 | |
dc.source.issue | 1 |