Journal Article

Considering total intracranial volume and other nuisance variables in brain voxel based morphometry in idiopathic PD

Brumback, Babette, Zhao, Qing, Crowley, Samuel, Ding, Mingzhou, Hizel, Loren, Ramon, Daniel, Tanner, Jared, Schwab, Nadine A, Huang, Haiqing, Price, Catherine C

2018

Overview

Voxel-based morphometry (VBM) studies of Parkinson’s disease (PD), have yielded mixed results, possibly due to several studies not accounting for common nuisance variables (age, sex, and total intracranial volume [TICV]). TICV is particularly important because there is evidence for larger TICV in PD. We explored the influence of these covariates on VBM by 1) comparing PD patients and controls before adding covariates, after adding age and sex, and after adding age, sex and TICV, and 2) by comparing controls split into large and small TICV before and after controlling for TICV, with age and sex accounted for in both analyses. Experiment 1 consisted of 40 PD participants and 40 controls. Experiment 2 consisted of 88 controls median split by TICV. All participants completed an MRI on a 3 T scanner. TICV was calculated as gray + white + CSF from Freesurfer. VBM was performed on T1 images using an optimized VBM protocol. Volume differences were assessed using a voxel-wise GLM analysis. Clusters were considered significant at >10 voxels and p < .05 corrected for familywise error. Before controlling for covariates, PD showed reduced GM in temporal, occipital, and cerebellar regions. Controlling for age and sex did not affect the pattern of significance. Controlling for TICV reduced the size of the significant region although it still contained portions of bilateral temporal lobes, occipital lobes and cerebellum. The large TICV group showed reduced volume in temporal, parietal, and cerebellar areas. None of these differences survived controlling for TICV. This demonstrates that TICV influences VBM results independently from other factors. Controlling for TICV in VBM studies is recommended.

• Publisher: Springer Nature B.V
• Subject: Age / Brain / Cerebellum / Cerebrospinal fluid / Cluster analysis / Error correction / Magnetic resonance imaging / Mathematical analysis / Morphometry / Movement disorders / Neurodegenerative diseases / Nuisance / Occipital lobes / Parkinson's disease / Sex