Chenfei Ye1, Heather T Ma1, Jun Wu2, Xuhui Chen2, and Changle Zhang1
1Department of Electronic and Information Engineering, Harbin Institution of Technology Shenzhen Graduate School, Shenzhen, China, People's Republic of, 2Department of Neurology, Peking University Shenzhen Hospital, Shenzhen, China, People's Republic of
Synopsis
This
study aim to investigate the relationship between depression after onset of
stroke and superior longitudinal fasciculus and cingulate gyrus with
multi-parameter DTI comparisons. These two brain structures distal to infarct
regions were obtained by automatic segmentation and four parameters based on
intensity distribution (mean, standard deviation, skewness and kurtosis) were
quantitatively measured on each structure. Significant difference in these two
structures was found among major depression subjects, mild depression subjects
and the normal control. Our results verified that PSD patients latently exhibit
neuroanatomical changes in superior longitudinal fasciculus and cingulate gyrus.Synopsis
This
study aim to investigate the relationship between depression after onset of
stroke and superior longitudinal fasciculus and cingulate gyrus with
multi-parameter DTI comparisons. These two brain structures distal to infarct
regions were obtained by automatic segmentation and four parameters based on
intensity distribution (mean, standard deviation, skewness and kurtosis) were
quantitatively measured on each structure. Significant difference in these two
structures was found among major depression subjects, mild depression subjects
and the normal control. Our results verified that PSD patients latently exhibit
neuroanatomical changes in superior longitudinal fasciculus and cingulate gyrus.
Background
Post stroke depression (PSD) is one of the most prevalent emotional
disorders afflicting stroke patients. Despite being one of the direct causes of
depression, whether stroke-induced neuroanatomical deterioration plays an
important role in the onset of PSD is still unknown. Over the recent years, voxel-based
analysis is widely used to detect structural abnormalities in post stroke
depression (PSD)
1. However, this method inevitably ignored the
infarct lesion impact in calculating the positive clusters, indicating inaccurate
results. Due to no clear relationship between the stroke lesion location and
PSD occurrence in current research, we specifically hypothesized that some neuroanatomical
abnormalities distal to infarct lesions would contribute to risk of PSD onset. Previous
neuroimaging studies have reported that neuroanatomical changes in superior
longitudinal fasciculus and cingulate gyrus were associated with late-life
depression
2. In this study, we aim to investigate the relationship
between depression after onset of stroke and superior longitudinal fasciculus
and cingulate gyrus with multi-parameter DTI comparisons.
Methods
Twenty-two PSD subjects (12 men
and 10 women, mean age 65.5±7.3 years) and thirteen
healthy subjects (5 men and 8 women, mean age 40.1±11.5 years) as
normal control (NC) were included in the current study. PSD subjects were
separated into the major depression group and the mild depression group according
to the 24-item Hamilton Rating Scale for Depression (HAMD-24) within 1 month
after stroke onset. All the subjects underwent 1.5T MR imaging with T1 and DTI scanning
within two weeks after stroke onset. The typical MRI protocol consisted of
T1-weighted sequence (TE=5 ms, TR=195 ms, Flip Angle=70°, acquisition
matrix=768×624, FOV=230×187 mm2) and diffusion tensor imaging sequence
(TE=88ms, TR=2700ms, Flip Angle=90°, acquisition matrix=256×256, FOV=250×250 mm2 , b0=1000
s/mm2). Diffusion weighting consists of 20 non-collinear directions, and a
non-diffusion tensor image whose b0=0 s/mm2. Final
infarcts with corresponding volume were manually defined on diffusion weighted
images (DWI). After image preprocessing, all the subjects T1 images were
parcellated through MRICloud platform, which is an atlas-based automatic T1
segmentation pipeline invented by JHU (www.mricloud.org). Then for each
of our subject, the parcellation maps obtained from MRICloud were registered to corresponding DWI, apparent diffsuion
coefficient (ADC) and FA images separately with manual correction. An
experienced neurologist verified that the obtained regions of interests (ROI),
i.e. superior longitudinal fasciculus and cingulate
gyrus, were not included in the infarct regions. For each type of DTI
coefficient images, four parameters based on intensity distribution (mean, standard deviation,
skewness
and kurtosis) were quantitatively measured on each ROI with ANOVA
analysis.
Results
The
demographic and focal information of all subject groups are shown in Table 1. Figure
1 shows diffusion parametric maps for one representative PSD subject with
segmentation of superior
longitudinal fasciculus and cingulate gyrus. Only those characteristics
differing among three subject groups significantly are shown in Table 2. In the case of superior
longitudinal fasciculus, SD of FA consistently decrease with severity of
depress symptom on the left side (p=0.034). SD of DWI also declines with severity of depress symptom on the right
side (p=0.009). As for cingulate gyrus, mean of ADC, SD of ADC, and SD of
DWI in NC group are significantly lower than both PSD groups on both sides. It
is also observed that skewness of FA exhibit high level significantly in NC
group on the right side.
Discussion
In
this study we verified that PSD patients latently exhibit neuroanatomical changes
in superior longitudinal fasciculus and cingulate
gyrus. This result may explained by the disconnection theory in vascular
depression: focal damage to specific fiber tracts and neural circuits may
contribute to depression by disrupting neural connections among regions
regulating mood and cognition
3. Our study coincides well with the
fact that superior longitudinal fasciculus and cingulate
gyrus have extensive connectivity within prefrontal-subcortical circuit,
which plays an important role in cognition and mood control. This study may provide
new insights into the neuroanatomical mechanism of PSD.
Acknowledgements
This study is supported by the Basic Research Foundation of Shenzhen Science and Technology Program (JCYJ20150403161923510). References
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