Chathura Kumaragamage1, Henk M De Feyter1, Peter B Brown1, Scott McIntyre1, Terence W Nixon1, and Robin A de Graaf1
1Radiology and Biomedical Imaging, Yale University, New Haven, CT, United States
Synopsis
Βeta-hydroxybutyrate
(BHB) and lactate (Lac) are MRS visible metabolites important for brain energy
metabolism. In this work we investigate the feasibility to detect elevated levels
of BHB with proton MRSI following oral consumption of an energy drink
containing 25g of a keto-ester. A gradient-modulated ECLIPSE-OVS method with
minimal chemical shift displacement was implemented for lactate and BHB edited MRSI
of the human brain. Elevated levels of BHB following oral intake of a
keto-ester energy drink were observed in an 8 mL nominal volume MRSI acquired within
9-min at 4 T.
Introduction
Proton
Magnetic Resonance Spectroscopic Imaging (MRSI) is a powerful technique that
can spatially map the metabolic profile in the human brain, non-invasively1.
The ability of MRSI to detect alterations in the neurochemical profile has seen
applications in numerous brain pathologies.
Βeta-hydroxybutyrate
(BHB) and lactate (Lac) are MRS visible metabolites important for brain energy
metabolism. Elevated levels of Lac have been reported in tumors, stroke, and
hypoxia. BHB is one of three ketone bodies produced in the liver and
serve as an alternate energy substrate during fasting or when on low carbohydrate diets
(ketosis). Diet-induced ketosis has gained interest recently2,3 as a treatment
option for brain pathologies, such as tumors, epilepsy, and neurodegenerative
diseases.
While
MRSI is a potentially powerful technique, it demands high magnetic field homogeneity, water and especially lipid
suppression. Elliptical localization with pulsed second order fields (ECLIPSE4)
has recently been proposed as a novel method for robust (> 100-fold) lipid
suppression with high brain coverage and low RF power requirements.
In this work we
investigate the performance of a gradient-modulated ECLIPSE-OVS method for Lac
and BHB edited MRSI, and investigate the feasibility to detect elevated levels
of BHB following oral consumption of a keto-ester energy drink.Methods
All MR experiments were performed on a 4T
magnet (Magnex Scientific Ltd.) interfaced to a Bruker Avance III HD
spectrometer running ParaVision 6 (Bruker, Billerica, MA, USA). A within-brain
B1+ optimized, 8-element Tx/Rx volume coil embedded in the ECLIPSE gradient
coil was used for the study in a fixed phase configuration.
The ECLIPSE system4 is a
home-built, unshielded gradient insert consisting of Z2, X2Y2, and XY second
order spherical harmonic magnetic fields with efficiencies of 5.48, 2.58 and
2.76 Hz/cm2/A, respectively, interfaced to a home-built multi-channel gradient
controller5.
ECLIPSE-OVS is achieved by repeatedly
exciting and dephasing an elliptical ROI. Due to the absence of overlapping
slices, the optimization of nutation angles and delays with ECLIPSE is
straightforward. In order to minimize chemical shift displacement, each
ECLIPSE-OVS pulse was executed with gradient-modulation based on the GOIA algorithm6
(6.66ms, 15 kHz BW), derived from an AFP-HS4 pulse (6.66ms, 3 kHz BW). A four-RF
pulse-based ECLIPSE-OVS module was developed (Figure 1A). A seven-pulse VAPOR-style
water suppression sequence was optimized using Gaussian pulses (10ms, 200Hz BW)
and interleaved within the ECLIPSE-OVS module.
The MRSI component was achieved with an AFP
double spin-echo with phase encoding gradients following the final AFP pulse
(Figure 1B). The editing pulses were set at 4.1 ppm, and +1000Hz for edit ON
and edit OFF scans, respectively.
Constant-field B0 eddy currents associated
with unshielded ECLIPSE Z2 pulses were minimized by having -109% and -9% pre
and post-pulses. No further eddy current compensations were performed. The overall ECLIPSE-OVS based MRSI sequence TE/TR was 144ms/2000ms.
BHB and Lac-edited MRSI scans were acquired before and
circa 85-min following the oral administration of 25 g of a keto-ester energy
drink (HVMN, San Francisco, CA, USA). The blood ketone levels increased from
~0.1 mM to ~3.6 mM circa 45-min after keto-ester consumption.Results
Bloch
simulations for the AFP-HS4 pulse and GOIA pulse, vs B1 amplitude are illustrated in Figure 2A-B. The simulation is repeated for a -600Hz frequency
offset (fat-water chemical shift at 4T), as illustrated in Figure 2C-D. GOIA-based
OVS provides a smaller chemical shift displacement (1.2 mm) than AFP-HS4 pulse based
OVS (6 mm). However, at low RF amplitude the GOIA profile gives an asymmetric frequency
profile. While this could be compensated for by ~26% higher B1 amplitude, a more
power-efficient solution was to execute GOIA-OVS on-resonance for lipid
resonances at ~1.2 ppm.
Lipid
suppression of the optimized GOIA-ECLIPSE-OVS module as a function of T1 and B1
is illustrated in Figure 3A. Water suppression performance in simulation, as a
function of T1 and B1 is shown in Figure 3B.
Figure 4 illustrates edit-ON (red), edit-OFF
(black), and edited (blue) spectra for eight voxel locations, acquired from a healthy volunteer. In all edited spectra
lactate at 1.31 ppm is present, with a lower amplitude BHB peak at 1.19ppm. Figure
5A illustrates a comparison of edited spectra from the baseline scan and
85-mins post keto-ester consumption, where the BHB signal is noticeably elevated.
Effective extracranial lipid suppression was present
in both scan sessions, as is evident from NAA, and creatine metabolic maps. Lactate
+ BHB metabolic maps were generated from the edited MRSI data (Fig. 5B), and were also free
from extracranial lipid signals.Conclusions
An
ECLIPSE-OVS method was developed with gradient-modulated GOIA RF pulses for
lactate and BHB edited MRSI of the human brain. The gradient-modulation provides
a five-fold improvement in chemical shift displacement with an RF peak power
increase of ~21%, and an average RF power increase of 36% relative to the AFP
HS4 pulse. Elevated levels of BHB following oral intake of a keto-ester were
seen across the brain in 9-min of MRSI acquisition. GIOA-based ECLIPSE-OVS
provides high-quality lipid suppression with excellent elliptical brain
coverage that can benefit a wide range of MRSI applications. The low RF power
requirements in combination with the high bandwidth will be beneficial for
applications at 7 T.Acknowledgements
This
research was supported by NIH grant R01- EB014861, and a James S. McDonald Foundation planning
grant.References
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