Adjustment of Regional Cortical Thickness Measures for Global Cortical Thickness Obscures Deficits Across the Schizophrenia Spectrum: A Cautionary Note about Normative Modeling of Brain Imaging Data.

Recent neuroimaging studies and publicly-disseminated analytic tools advocate that regional morphometric analyses covary for global thickness. We empirically demonstrate that this statistical approach severely underestimates regional thickness dysmorphology in psychiatric disorders. Study 1 included 90 healthy controls, 51 clinical high-risk for psychosis, and 78 early illness schizophrenia participants. Study 2 included 56 healthy controls, 83 non-affective psychosis, and 30 affective psychosis participants. We examined global and regional thickness correlations, global thickness group differences, and regional thickness group differences with/without global thickness covariation. Global and regional thickness were strongly correlated across groups. Global thickness was lower in schizophrenia-spectrum groups versus other groups. Regional thickness deficits in schizophrenia-spectrum groups were attenuated/eliminated with global thickness covariation. Depriving regional thickness of its shared variance with global thickness removes disease-related effects. This statistical method results in erroneous conclusions that regional thickness is normal in disorders like schizophrenia or clinical high-risk syndrome.

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