Christian Thaler1,2, Qiyuan Tian1,3, Max Wintermark1, Pejman Ghanouni1, Casey H. Halpern4, Jamie M. Henderson4, Raag D. Airan1, Michael Zeineh1, Kim Butts Pauly1,3, and Jennifer A. McNab1
1Department of Radiology, Stanford University, Stanford, CA, United States, 2Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany, 3Department of Electrical Engineering, Stanford University, Stanford, CA, United States, 4Department of Neurosurgery, Stanford University, Stanford, CA, United States
Synopsis
DTI
is sensitive to tract-specific
FA changes and
thereby can be used to
inform on
therapeutic mechanisms and optimal targeting strategies
for MRI-guided high intensity–focused ultrasound.
Here,
we used probablilistic tractography to investigate white matter
fibre tract changes in essential tremor patients treated with
MRIgHIFU. On the treated side, a
significant decrease in
FA was detected
in the tracts projecting between the thalamus and motor cortex and
between the
dentate nucleus and the
thalamus (i.e.
the
dentato-rubro-thalamic
tract). These decreases
in FA were
correlated with the
degree of tract-lesion overlap. Additionally,
the post-treatment FA
decrease in the
tracts projecting between the thalamus and the motor cortex were
positively correlated with clinical improvement. Interestingly,
tract changes were also observed in the medial lemniscus of the
contralesional
side, possibly indicating global changes in brain connectivity.
Introduction
In
recent years, MRI-guided high intensity–focused ultrasound
(MRgHIFU) has become a new treatment option for movement disorders,
including essential tremor.[1,2] However, little is known about the
underlying mechanisms leading to tremor suppression or the impact of
MRgHIFU on thalamic connectivity. Recent studies demonstrated
improving clinical scores by directly targeting pre-defined fibre
tracts instead of conventional targeting of the nucleus ventralis
intermedius (VIM), suggesting an involvement of specific motor
pathways.[3,4] The objective of this study was to investigate global
tract fractional anisotropy (FA) changes of several pre-defined white
matter tracts in patients with essential tremor who were treated with
MRgHIFU.
Methods
MRgHIFU
was performed in 11 patients with medically refractory essential
tremor, targeting the VIM contralateral to their dominant hand.[1]
All patients received MRI (3T, GE Healthcare) prior to the procedure
as well as 1 year after the treatment, including structural and
diffusion weighted imaging (b=2500s/mm2, 60 directions,
in-plane resolution = 1.875 x 1.875 mm2, acquisition time
= 10 min) . Additionally, clinical status was assessed using the
Clinical Rating Scale for Tremor (CRST)[5] at both dates.
Tractography
Image
pre-processing and probabilistic tractography were performed using
tools from the FMRIB Software Library (FSL,
v5.0.7, http://fsl.fmrib.ox.ac.uk/fsl/fslwiki/).[6]
Tractography
was performed bilaterally to reconstruct the dentato-rubro-thalamic
tract (DRTT), the medial lemniscus (ML) and the tracts between
thalamus and primary motor cortex on pre-treatment data (Figure1).
Tracts from the pre-treatment data were thresholded to 1% of the
total number of streamlines between seed and target (i.e. the
waytotal number),
binarized and multiplied with the corresponding fractional anisotropy
(FA) maps. Further, tracts from the pre-treatment data were
co-registered to the post-treatment DTI space and multiplied with the
post-treatment FA maps. Additionally, an ROI covering the MRgHIFU
lesion was drawn for each patient and the mean pre-and
post-treatment FA values within the lesion were computed. The overlap
between the tracts and the lesion was calculated and correlated with
changes in FA values in the corresponding tract. Tract changes were
also correlated with clinical outcomes.
FA
values within the DRTT and ML were normally distributed and therefore
a one-sided paired T-test was used to compare pre and post-treatment
mean FA means. FA values within the thalamus-motor cortex tract were
not normally distributed and therefore a Wilcoxon Signed Rank Test
was used to compare pre and post-treatment FA. Pearson correlation
was used to test for associations between tract changes and clinical
outcome as well as tract changes and lesion overlap.
Results
All
patients experienced tremor suppression contralateral to the treated
side with CRST scores (Part A and B for the dominant hand) improving
significantly from 19.8 (± 4.0) at baseline to 9.8 (± 5.1) after 12
months (-50.5%; p<0.001). FA values in the lesional ROI decreased
significantly from 0.457 (± 0.082) to 0.207 (± 0.042) (n=9, -63.5%,
p<0.001). In two patients (5 and 10), no lesion could be detected
at follow-up MRI. Significant changes in FA values were detected in
the ipsilesional tracts projecting from the thalamus to the motor
cortex (-2.0%; p=0.001), ipsilesional DRTT (-2.5%, p=0.001) and
contralesional ML (-3.0%; p=0.002). An overview of all tracts is
given in Figure 2. Further, our data demonstrates significant
correlations for lesion/tract overlap and FA decrease in the
corresponding tracts (p<0.05) (see Figure 3 and 4).
Decreasing
FA values in the ipsilesional tracts projecting from the thalamus to
the motor cortex correlated with clinical improvement (R=0.59;
p=0.03)(Figure 5) but no such correlation was found for the
ipsilesional DRTT or ML (R=0.19, p=0.29; R=0.44, p=0.09).Discussion
Our
data demonstrates significant tract changes of the ipsilesional
tracts projecting
between the thalamus and the motor cortex and DRTT after MRgHIFU,
which are associated
with lesion location. Decreasing FA values in the tracts
projecting between the thalamus and the motor cortex were positively
correlated with clinical improvement. These results support the
findings of previous studies suggesting that the decrease in FA might
represents degenerative processes of fibre tracts that are involved
in the pathophysiology of essential tremor. [7] However,
tract alterations were also detected in fibre tracts of the untreated
side, possibly indicating a global impact on the brain connectivity
network.
Conclusion
DTI
is a useful imaging biomarker to detect white matter tract changes in
patients treated with MRgHIFU while diffusion tractography can
improve lesion targeting in the thalamus.Acknowledgements
No acknowledgement found.References
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