Derivation and utility of schizophrenia polygenic risk associated multimodal MRI frontotemporal network
0301 basic medicine
Multifactorial Inheritance
Bipolar Disorder
Science
Q
Brain
Magnetic Resonance Imaging
Article
3. Good health
03 medical and health sciences
Schizophrenia
Humans
Genetic Predisposition to Disease
DOI:
10.1038/s41467-022-32513-8
Publication Date:
2022-08-22T14:04:27Z
AUTHORS (16)
ABSTRACT
AbstractSchizophrenia 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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