Stephen Jones1, Jessica Cooperrider1, Daniel Lockwood1, Sean Nagel1, Emmanuel Obusez1, Richard Rammo1, Paul Ruggieri1, Andre Machado1, and Mark Lowe1
1Cleveland Clinic, Cleveland, OH, United States
Synopsis
High Intensity Focused Ultrasound (HIFU) in now entering clinical practice, for example to treat essential tremor by causing small lesions in the thalamus. Due to small size of treatment lesions, treatment success depends critically on targeting, which is classically done using measurments and landmarks. We explore an alternative method using functional imaging to guide targeting, specifically using 7T resting state connectivity. We present preliminary data of the patterns of connectivity possible with 7T using a concatenated series of healthy subjects. Finally, we show the changes in connectivity in a post-HIFU patient from the thalamus to the cortex.
Background
High Intensity
Focused Ultrasound (HIFU) is a new treatment for essential tremor (ET) using an
MR guided array of 1024 transducers transmitting extracranial ultrasound at 650
kHz to a focal spot to thermally ablate the ventral intermediate nucleus of the
thalamus (ViM). The size of the thermal
cavity is a sphere about 6 mm in diameter, while the size ViM
is slightly larger, around 5x7 mm. If
the HIFU lesion is misaligned to extend into adjacent thalamic nuclei, unwanted
side effects can occur such as ataxia or pain. Currently, positioning is guided
by a long experience using brain measurements, which is fairly constant among
all adults. Alternative methods use
direct targeting using structural imaging to thalamic landmarks. Nevertheless,
given the precision possible with the modern HIFU technology, there is great
utility in providing a target evidenced by functional imaging, rather than
numbers or structure.
We propose to use
7T resting state fMRI to address two clinical problems using HIFU: (1) initial
targeting of the HIFU lesion; (2) objectively evaluating the effect of a
HIFU procedure by computing a functional imaging metric. Currently, the post-HIFU location of the
cavity is visualized on structural sequences, and compared with distances to
the posterior limb of the internal capsule, but such simple measurements may
not reflect variability of functional efficacy and durability of the result. We start approaching this research using a cutting edge dataset of concatenated resting state data at 7T on normal
healthy controls.Methods
Before
studying individual 7T resting state connectivity to ViM, general patterns of connectivity are studied using a special dataset comprising
19 NHC scanned in
a resting state protocol on a Siemens Magnetom 7T, using 132 repetitions of
81-1.5mm thick slices acquired using simultaneous multi-slice
GE-EPI: TE/TR=19ms/2800 ms, 128x128 matrix, MB=3, Grappa=2, 1.2mm x
1.2mm resolution. The subject were scanned with eyes closed and refraining from voluntary motion.
Data analysis started with physiologic
noise removal, retrospective motion correction, and temporal filtering (lowpass
< 0.1Hz). No spatial filtering was applied.
Concatenation:
Individual T1w images were aligned to EPI scan using linear registration, thereafter transformed to the MNI template using a non-linear
transformation with ANTS. Each time point of the EPI was then registered
to MNI space using the transformation matrix from the T1w registration. Data was detrended using a third order polynomial. Finally,
all studies were concatenated using
AFNI’s 3dTcat.
Functional Connectivity Analysis:
Connectivity was measured two ways:
from larger ROIs in the sensorimotor cortex to the thalamus; and from single
voxels in the thalamus to the sensorimotor cortex. All calculations used Instacorr
from the AFNI. In the former method, ROIs 5 mm in diameter were placed
in anatomic regions associated with face, hand, and leg areas. In the latter method, a rectangular grid of seed points in
an axial plane through the thalamus were explored, systematically computing the
temporal correlation coefficient to all voxels in the sensorimotor cortex (as
defined by using a coregistered FreeSurfer cortical segmentation). We hypothesize that the region of highest
connectivity -colocalized with ViM.
To evaluate clinical efficacy of a HIFU treatment, we
acquire 7T rsfMRI in patients after HIFU, and example alterations in
connectivity from the thalamus to remaining cortex. To date, 3 patient have
been scanned at 7T between 1 to 7 months after a clinically successful HIFU procedure,
with each procedure causing a unilateral lesion in the region of ViM.Results
(1) Resting state connectivity maps from three seeds
in the left sensorimotor cortex to the thalamus are shown in Fig. 1,
specifically from the face, hand, and leg areas, showing connectivity asymmetrically stronger to the left
thalamus, in the region of the ViM. While the face and arm regions nearly
overlap, the leg region is slightly posterior-lateral, as is known in clinical
practice.
(2) Voxel-wise resting
state fMRI connectivity maps from an entire axial plane in the thalamus to the
entire sensorimotor cortex show regions of increased connectivity that are
proximal to expected location of ViM. Figure 2 shows one example in a plane 1mm
above the AC-PC, with the region of highest connectivity involving portions
portions of ViM. This technique can also be
applied to other deep nuclei, such as the dentate, which is shown in Figure 3.
(3) Figure 4 shows two post-HIFU connectivity maps in
one patient, with the seed being in either the HIFU cavity itself, or in the
contralateral thalamus at the presumed location of the ViM. In both cases there
is connectivity from the thalamus to the sensorimotor cortex, and supplementary
motors regions in the medial frontal convexities. This connectivity is reduced
with the seed is the HIFU lesion, versus the seed in contralateral ViM.
.Conclusion
7T resting
state provides a promising technique to help identify the regions of the
thalamus with highest connectivity to the cortex. Such maps can help guide
targeting based on functional activity.
Secondly, 7T resting state can potentially be an imaging biomarker of
efficacy of a HIFU treatment.Acknowledgements
No acknowledgement found.References
No reference found.