Grey matter volume in healthy and epileptic beagles using voxel-based morphometry – a pilot study
Frank et al. BMC Veterinary Research (2018) 14:50
https://doi.org/10.1186/s12917-018-1373-8
RESEARCH ARTICLE
Open Access
Grey matter volume in healthy and
epileptic beagles using voxel-based
morphometry – a pilot study
Lisa Frank1* , Matthias Lüpke2, Draginja Kostic1, Wolfgang Löscher3 and Andrea Tipold1
Abstract
Background: One of the most common chronic neurological disorders in dogs is idiopathic epilepsy (IE) diagnosed
as epilepsy without structural changes in the brain. In the current study the hypothesis should be proven that
subtle grey matter changes occur in epileptic dogs. Therefore, magnetic resonance (MR) images of one dog breed
(Beagles) were used to obtain an approximately uniform brain shape. Local differences in grey matter volume
(GMV) were compared between 5 healthy Beagles and 10 Beagles with spontaneously recurrent seizures (5 dogs
with IE and 5 dogs with structural epilepsy (SE)), using voxel-based morphometry (VBM). T1W images of all dogs
were prepared using Amira 6.3.0 for brain extraction, FSL 4.1.8 for registration and SPM12 for realignment. After
creation of tissue probability maps of cerebrospinal fluid, grey and white matter from control images to segment all
extracted brains, GM templates for each group were constructed to normalize brain images for parametric statistical
analysis, which was achieved using SPM12.
Results: Epileptic Beagles (IE and SE Beagles) displayed statistically significant reduced GMV in olfactory bulb,
cingulate gyrus, hippocampus and cortex, especially in temporal and occipital lobes. Beagles with IE showed
statistically significant decreased GMV in olfactory bulb, cortex of parietal and temporal lobe, hippocampus and
cingulate gyrus, Beagles with SE mild statistically significant GMV reduction in temporal lobe (p < 0.05; family- wise
error correction).
Conclusion: These results suggest that, as reported in epileptic humans, focal reduction in GMV also occurs in
epileptic dogs. Furthermore, the current study shows that VBM analysis represents an excellent method to detect
GMV differences of the brain between a healthy dog group and dogs with epileptic syndrome, when MR images of
one breed are used.
Keywords: Voxel-based morphometry, Dogs, Epilepsy, Grey matter, MRI
Background
Dogs with epilepsy are frequent patients in veterinary
practice [1]. Idiopathic epilepsy (IE) is one of the most
common chronic neurological disorders in dogs, which
is defined as a disorder of the brain characterized by
spontaneous recurrent epileptic seizures of unknown,
genetic or suspected genetic origin [1–3]. A genetic
component was considered in several breeds [4], especially in Australian Shepherds [5], Beagles [6], Belgian
Shepherds [7], Border Collies [8], English Springer
* Correspondence:
1
Department of Small Animal Medicine and Surgery, University of Veterinary
Medicine, Hannover, Germany
Full list of author information is available at the end of the article
Spaniels [9], Golden Retrievers [10], Keeshonds [11],
Labrador Retrievers [12], Lagotto Romagnolos [13, 14],
Viszlas [15] and others. Affected dogs mostly have their
first epileptic seizure with an age of 6 months to 6 years,
interictal general and neurological examinations are normal [16, 17]. Because IE is a diagnosis of exclusion, several diagnostic approaches have to be considered: TIER
I: history, general and neurological examination, blood
tests and urine analysis, TIER II: adding magnetic resonance imaging (MRI) and cerebrospinal fluid (CSF) analyses, TIER III: in addition electroencephalographic
examinations [17]. Structural epilepsy (SE), caused by
intracranial lesions like vascular damage, inflammation,
trauma, anomalies or neoplasia of the brain, or reactive
© The Author(s). 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0
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Frank et al. BMC Veterinary Research (2018) 14:50
seizures are further reasons for the occurrence of
seizures [1, 17]. For diagnostic purposes MRI of the
brain is used to detect structural changes [1] resp. to
diagnose IE by exclusion of such changes [18]. However,
using new techniques such as volumetric studies in
human epileptic patients, a reduced or increased volume
of several grey matter (GM) structures could be detected
using voxel- based morphometry (VBM) [19].
VBM is an automatically computational quantitative
method to analyse MR images and detect differences in
brain morphologies for instance in grey matter volume
(GMV), white matter volume (WMV) or other structures between two groups of subjects [19]. After several
pre-processing steps MR images are normalized to a
consistent space for comparing each voxel of the same
region in MR images of subjects by statistical analysis
[19–21]. Resulting differences in brain volumes can be
displayed in statistical parametric maps (SPM) [20]. Only
few volumetric studies have been performed in veterinary medicine, since the diversity of head and brain shape
between dog breeds [22] limit the application of VBM in
dogs. In one volumetric study differences in the ratio of
ventricular system volume to brain volume between dogs
with IE and a healthy dog group were detected as
preliminary results, while white matter (WM) volume to
GMV ratio was not different between these groups [23].
In another study abnormalities of the hippocampus were
seen in 12%, an unilateral atrophy of hippocampus in
48% of dogs with IE compared to healthy dogs by measuring the surface areas of the hippocampus in each MR
image plane [24]. No significant differences in hippocampus volume between dogs with IE and controls were
found by Milne et al. [25]. Only after the reduction of
the 95% reference interval in the chosen analysis an
atrophy of hippocampus in 18 of 74 dogs with IE could
be shown [25].
In the current study the VBM method was chosen
because of its sensitivity in detecting subtle structural
alterations, which cannot be measured by conventional
MRI [26]. Aim of this study was to examine whether
GMV differences exist between healthy and epileptic
Beagles. This study was conducted in only one dog breed
to examine an approximately uniform brain shape. The
hypothesis should be proven that epileptic Beagles have
reduced GMV, especially in hippocampus and basal nuclei, as well as increased GMV in frontal regions of the
brain.
Methods
Animals
Fifteen Beagles were included in this study. Five Beagles
(2 male, 3 male-neutered) with an average age of
29.6 months and an average weight of (...truncated)