Discrimination of dementia with Lewy bodies from Alzheimer’s disease using voxel-based morphometry of white matter by statistical parametric mapping 8 plus diffeomorphic anatomic registration through exponentiated Lie algebra

• DOI: 10.1007/s00234-013-1138-9
• Publication Date: 2013-01-15T06:44:58Z
• Authors: Tomoya Nakatsuka; Etsuko Imabayashi; Hiroshi Matsuda; Ryuji Sakakibara; Tsutomu Inaoka; Hitoshi Terada
• Keywords: Lewy Body Disease; Male; Clinical Neurology; Sensitivity and Specificity; Pattern Recognition, Automated; Diagnosis, Differential; 03 medical and health sciences; Imaging, Three-Dimensional; 0302 clinical medicine; Alzheimer Disease; Image Interpretation, Computer-Assisted; Humans; Diagnostic Neuroradiology; Aged; Brain; Reproducibility of Results; 3. Good health; Diffusion Tensor Imaging; Radiology Nuclear Medicine and imaging; Data Interpretation, Statistical; Subtraction Technique; Female; Cardiology and Cardiovascular Medicine; Algorithms

The purpose of this study was to identify brain atrophy specific for dementia with Lewy bodies (DLB) and to evaluate the discriminatory performance of this specific atrophy between DLB and Alzheimer's disease (AD).We retrospectively reviewed 60 DLB and 30 AD patients who had undergone 3D T1-weighted MRI. We randomly divided the DLB patients into two equal groups (A and B). First, we obtained a target volume of interest (VOI) for DLB-specific atrophy using correlation analysis of the percentage rate of significant whole white matter (WM) atrophy calculated using the Voxel-based Specific Regional Analysis System for Alzheimer's Disease (VSRAD) based on statistical parametric mapping 8 (SPM8) plus diffeomorphic anatomic registration through exponentiated Lie algebra, with segmented WM images in group A. We then evaluated the usefulness of this target VOI for discriminating the remaining 30 DLB patients in group B from the 30 AD patients. Z score values in this target VOI obtained from VSRAD were used as the determinant in receiver operating characteristic (ROC) analysis.Specific target VOIs for DLB were determined in the right-side dominant dorsal midbrain, right-side dominant dorsal pons, and bilateral cerebellum. ROC analysis revealed that the target VOI limited to the midbrain exhibited the highest area under the ROC curves of 0.75.DLB patients showed specific atrophy in the midbrain, pons, and cerebellum. Midbrain atrophy demonstrated the highest power for discriminating DLB and AD. This approach may be useful for determining the contributions of DLB and AD pathologies to the dementia syndrome.