Cumulative Impact of Morphometric Features in Schizophrenia in Two Independent Samples

Rosa Lee-Hughes1, Thomas M Lancaster1

  • 1Department of Psychology, University of Bath, Bath, UK.

PubMed

Insights

This study introduces a morphometric risk score (MRS) to identify brain structure differences in psychosis. Individual MRS scores were higher in psychosis patients, outperforming single brain regions for diagnosis.

Area of Science:

  • Neuroimaging
  • Psychiatry
  • Brain Structure Analysis

Background:

  • Schizophrenia and bipolar disorder share brain alteration patterns.
  • Individual differences in brain structure are significant within and between diagnoses.
  • Existing methods may underestimate informative individual variations.

Purpose of the Study:

  • To confirm that individual morphometric risk scores (MRS) are elevated in individuals diagnosed with psychosis.
  • To assess the utility of MRS in differentiating psychosis subtypes and individual heterogeneity.
  • To compare the diagnostic power of MRS against individual brain region analyses.

Main Methods:

  • Utilized T1-weighted MRI data from the Human Connectome Project Early Psychosis cohort (N=124).
  • Estimated MRS for psychosis and specific diagnoses (schizophrenia/bipolar disorder) using meta-analysis effect sizes.
  • Validated findings in an independent replication sample (N=69).
  • Performed negative control analyses to evaluate MRS specificity.

Main Results:

  • MRS for schizophrenia was significantly higher in the psychosis group (Cohen's d=0.56, P=0.003).
  • MRS outperformed individual brain regions in differentiating diagnostic groups (Z=2.597, P=0.009).
  • Replicated the association between MRS and schizophrenia in an independent sample.

Conclusions:

  • Combined regional structural alterations, as measured by MRS, are more informative than single brain regions for psychosis diagnosis.
  • MRS approach aids in parsing individual heterogeneity within psychosis spectrum disorders.
  • Meta-analytical data enhances the power of MRS for delineating diagnoses and within-group differences.

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