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.

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.

Related Concept Videos

Schizophrenia01:17

Schizophrenia

Schizophrenia, a term introduced by Swiss psychiatrist Eugen Bleuler in 1911, describes a severe psychological disorder marked by profound disruptions in attention, thought processes, language, emotion, and interpersonal relationships. The core feature of schizophrenia is psychosis — a state characterized by a fundamental detachment from reality. This disconnection manifests through distorted logic, impaired perception, and atypical behavior, severely affecting the lives of those...
817
DNA Packaging00:58

DNA Packaging

Overview
112.1K
Biological Causes of Schizophrenia01:29

Biological Causes of Schizophrenia

Schizophrenia, a severe psychiatric disorder, arises from a complex interplay of biological factors, including genetic predisposition, structural brain abnormalities, neurotransmitter dysregulation, and developmental irregularities. These factors collectively contribute to the onset and progression of the disorder, which typically manifests in late adolescence or early adulthood.
Genetic Factors in Schizophrenia
The genetic basis of schizophrenia is strongly supported by family and twin...
531
Chromatin Packaging01:32

Chromatin Packaging

Each human somatic cell contains 6 billion base pairs of DNA. Each base pair is 0.34 nm long, meaning each diploid cell contains a staggering 2 meters of DNA. This long DNA strand is packed inside a nucleus measuring only 10-20 microns in diameter with the help of specialized DNA-binding proteins called histones. Together they form a compact DNA-protein complex called chromatin. The chromatin is further compacted into higher-order structures. The highest level of compaction is achieved during...
18.9K
Chromatin Packaging02:21

Chromatin Packaging

Each human somatic cell contains 6 billion base-pairs of DNA. Each base-pair is 0.34 nm long, which means that each diploid cell contains a staggering 2 meters of DNA. How is such a long DNA strand packed inside a nucleus measuring only 10 - 20 microns in diameter? 
The chromatin
In combination with specialized DNA binding protein called Histones, the DNA double helix forms a compact DNA: protein complex called chromatin. The chromatin itself is further compacted into higher-order...
21.8K
Chromatin Packaging02:21

Chromatin Packaging

9.6K