Voxel-based morphometry results in first-episode schizophrenia: a comparison of publicly available software packages

Brain Imaging Behav. 2020 Dec;14(6):2224-2231. doi: 10.1007/s11682-019-00172-x.

Abstract

Investigations of brain structure in schizophrenia using magnetic resonance imaging (MRI) have identified variations in regional grey matter (GM) volume throughout the brain but the results are mixed. This study aims to investigate whether the inconsistent voxel-based morphometry (VBM) findings in schizophrenia are due to the use of different software packages. T1 MRI images were obtained from 86 first-episode schizophrenia (FESZ) patients and 86 age- and gender-matched Healthy controls (HCs). VBM analysis was carried out using FMRIB software library (FSL) 5.0 and statistical parametric mapping 8 (SPM8). All images were processed using the default parameter settings as provided by these software packages. FSL-VBM revealed widespread GM volume reductions in FESZ patients compared with HCs, however, for SPM-VBM, only increased and circumscribed GM volume changes were found, both software revealed increased GM volume within cerebellum. Significant correlations between Positive and Negative Syndrome Scale (PANSS) and GM volume were mainly found in frontal regions. Algorithms of GM tissue segmentation, image registration and statistical strategies might contribute to these disparate results.

Keywords: First-episode schizophrenia; Grey matter; Voxel-based morphometry.

Publication types

  • Comparative Study

MeSH terms

  • Brain / diagnostic imaging
  • Cerebral Cortex
  • Gray Matter / diagnostic imaging
  • Humans
  • Image Processing, Computer-Assisted
  • Magnetic Resonance Imaging
  • Schizophrenia* / diagnostic imaging
  • Software*