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Voxel-based morphometry results in first-episode schizophrenia: a comparison of publicly available software packages
Chen Li1, Wenming Liu2, Fan Guo1
1Department of Radiology, Xijing Hospital, Fourth Military Medical University, No. 127 West Changle Road, Xi'an, 710032, China.
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.
Insights
Different software packages yield inconsistent brain structure findings in schizophrenia research. This study highlights how voxel-based morphometry (VBM) analysis variations impact grey matter volume results in first-episode schizophrenia (FESZ) patients.
Area of Science:
- Neuroimaging
- Psychiatric Neuroscience
Background:
- Magnetic resonance imaging (MRI) studies show mixed results regarding regional grey matter (GM) volume variations in schizophrenia.
- Voxel-based morphometry (VBM) is a common neuroimaging technique used to analyze these structural differences.
Purpose of the Study:
- To investigate if differing software packages contribute to inconsistent VBM findings in first-episode schizophrenia (FESZ).
- To compare VBM results obtained using FMRIB Software Library (FSL) and Statistical Parametric Mapping (SPM).
Main Methods:
- T1 MRI images from 86 FESZ patients and 86 healthy controls (HCs) were analyzed.
- VBM analysis was performed using FSL 5.0 and SPM8 with default parameters.
- Correlations between Positive and Negative Syndrome Scale (PANSS) scores and GM volume were examined.
Main Results:
- FSL-VBM indicated widespread GM reductions in FESZ patients compared to HCs.
- SPM-VBM revealed localized GM increases in FESZ patients, with both software showing increased cerebellar GM volume.
- Significant correlations between PANSS scores and GM volume were primarily observed in frontal regions.
Conclusions:
- Software choice significantly impacts VBM findings in schizophrenia research, leading to disparate results.
- Differences in GM segmentation, registration algorithms, and statistical methods may explain these discrepancies.
- Standardization of VBM analysis pipelines is crucial for reliable schizophrenia neuroimaging research.
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