Morphometric analysis of structural MRI using schizophrenia meta-analytic priors distinguish patients from controls in two independent samples and in a sample of individuals with high polygenic risk
Schizophrenia Bulletin Oct 22, 2021
Lancaster TM, Dimitriadis SI, Perry G, et al. - Structural brain changes occur in correlation with occurrence of schizophrenia (SCZ), and considerable variation has been noted in the extent to which these cortical regions are influenced. Meta-analysis was performed to present a novel metric that summarizes individual structural variation across the brain, while considering prior effect sizes.
A within-sample-norm across structural MRI regions of interest (ROIs) was used to determine individual participant deviation.
The normalized deviation of each ROI was weighted for each participant by the effect size (Cohen’s d) of the difference between SCZ/control for the corresponding ROI from the SCZ Enhancing Neuroimaging Genomics through Meta-Analysis working group.
A morphometric risk score (MRS) was developed that represents the average of these weighted deviations.
SCZ-MRS was determined in a SCZ case/control sample (NCASE = 50; NCONTROL = 125), a replication sample (NCASE = 23; NCONTROL = 20) and a sample of asymptomatic young adults with extreme SCZ polygenic risk (NHIGH-SCZ-PRS = 95; NLOW-SCZ-PRS = 94).
Relative to healthy controls, higher SCZ-MRS was recorded in SCZ cases in both samples.
A higher SCZ-MRS was also recorded for the high liability SCZ-PRS group.
In addition, a unique association of the SCZ-MRS was observed with SCZ status, but not with attention-deficit hyperactivity disorder (ADHD), whereas an ADHD-MRS was correlated with ADHD status, but not SCZ.
This approach appears to be a promising solution when accounting individual heterogeneity in SCZ-related brain alterations by detecting individual’s patterns of structural brain-wide alterations.
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