Empirical comparison of maximal voxel and non-isotropic adjusted cluster extent results in a voxel-based morphometry study of comorbid learning disability with schizophrenia.
We present an empirical comparison of cluster extent and maximal voxel results in a voxel-based morphometry (VBM) study of brain structure. The cluster extents are adjusted for underlying deviation from uniform smoothness. We implement this comparison on a four-group cohort that has previously shown evidence of a neuro-developmental component in schizophrenia (Moorhead, T.W.J., Job, D.E., Whalley, H.C., Sanderson, T.L., Johnstone, E.C. and Lawrie, S.M. 2004. Voxel-based morphometry of comorbid schizophrenia and learning disability: analyses in normalized and native spaces using parametric and nonparametric statistical methods. NeuroImage 22: 188-202.). We find that adjusted cluster extent results provide information on the nature of deficits that occur in the schizophrenia affected groups, and these important structural differences are not all shown in maximal voxel results. The maximal voxel and cluster extent results are corrected for multiple comparisons using Random Fields (RF) methods. In order to apply the cluster extent measures, we propose a post-hoc method for determining the primary threshold in the analysis. Unadjusted cluster extent results are reported, for these, no allowance is made for non-isotropic smoothness, and comparison with the adjusted extent results shows that the unadjusted results can be either conservative or anti-conservative depending upon the underlying tissue distributions.
Moorhead
T William J
TW
Division of Psychiatry, Image Analysis Laboratory, University of Edinburgh, Royal Edinburgh Hospital, Morningside Park, Edinburgh EH10 5HF, Scotland UK. tmoorhea@staffmail.ed.ac.uk
Job
Dominic E
DE
Spencer
Michael D
MD
Whalley
Heather C
HC
Johnstone
Eve C
EC
Lawrie
Stephen M
SM
D016000:Cluster Analysis; D006801:Humans; D007091:Image Processing, Computer-Assisted; D007859:Learning Disabilities / Q000150:complications / Q000473:pathology*; D008279:Magnetic Resonance Imaging; D012559:Schizophrenia / Q000150:complications / Q000473:pathology*; D012565:Schizophrenic Psychology