Tsang-Wei Tu1, Wael Ibrahim2, Neekita Jikaria3, Dima Hammoud 3, and Joseph Frank3
1Radiology and Imaging Sciences, National Institutes of Health, Bethesda, MD, United States, 2National Library of Medicine, National Institutes of Health, 3Radiology and Imaging Sciences, National Institutes of Health
Synopsis
The current study investigated the
feasibility of using glucoCEST technique, without delivering exogenous glucose
as contrast agent, to measure the endogenous glucose content in brain by
optimizing the saturation power and duration. The glucoCEST data were compared
to the gold-standard 14C-2-deoxyglucose autoradiography for testing
the sensitivity and specificity in the detection of hypometabolic syndrome in a
rat model of diffuse traumatic brain injury (TBI). The glucoCEST showed
comparable results to the 2DG-autoradiography showing glucose uptake largely
decreased after TBI. Our findings suggest that glucoCEST could be a robust and
reliable imaging modality capable of monitoring glucose metabolism
non-invasively.
PURPOSE
GlucoCEST technique has been shown
capable of detecting glucose uptake and metabolism in brain tumor by
intravenous delivery of high concentration of glucose solution as the contrast
agent in both preclinical1 and clinical study2. The
current study further investigated the feasibility of using glucoCEST technique,
without delivering exogenous glucose as contrast agent, to measure the
endogenous glucose content in brain. We evaluated a series of magnetization
transfer (MT) saturation power and duration combination for optimizing the sensitivity
and specificity of glucoCEST in the detection of hypometabolic syndrome in a
rat model of diffuse traumatic brain injury (TBI). The glucoCEST data were compared
and correlated to the gold-standard 14C 2-deoxyglucose (14C-2DG)
autoradiography for validating the glucose metabolic changes following TBI.METHODS
Six female 10-week-old SD rats had
mild TBI using a 2m height/450g weight drop model. Another six rats without
injury were served as the normal controls. GlucoCEST were acquired in vivo
using a Bruker 9.4T scanner after 2 week of TBI by 2D fast spin echo with (SMT)
and without (S0) MT saturation pulses (TR/TE 2.1s/10.4ms; in plane
resolution: 200µm2, thickness: 0.8mm). The averaged field deviation
was 0 ± 52.6 Hz by applying second order mapshim. The MT preparation pulses
were arrayed for saturation power (1, 1.5, 2, 3, 4 μT) and saturation duration (0.5,
1, 2s) to test the sensitivity and specificity for
glucose detection in brain. The MT offset frequences (Δω) were set from -1.6kHz to +1.6kHz with
100Hz stepping to sample 33 points in covering the frequency offset range from
-4ppm to +4ppm to detect the proton metabolites of glucose.2 Procedure
according to the WAter Saturation Shift Referencing (WASSR) method was applied
to correct the B0 and B1 field inhomogeneity of the CEST data.3 The
asymmetry of magnetization transfer ratio (MTRasym) were derived by
calculating the area under the curve at 1.2ppm, 2.1ppm, 2.9ppm for mapping the cerebral
glucose levels. After each scan, 3 rats were randomly selected and processed
for 14C-2DG autoradiography. Data were examined by pearson correlation and one-way
ANOVA using Prism v6.0 and Matlab scripts. RESULTS
Figure 1 illustrates the behaviors of the in
vivo glucoCEST signal changes in the rat brain. The Z-spectrum (Fig. 1B) and
MTRasym (Fig. 1C) curves of the brain demonstrated the CEST signals from
hydroxyl groups resonating at 1.2, 2.1 and 2.9 ppm. The glucoCEST contrast
changes in response to different saturation power and duration (Fig 1D), where the
contrast between CT and CC increased in proportional to the increased
saturation power from 1μT to 3μT, but not beyond 3μT (Fig. 1H-J). 2s saturation
duration delivered better contrast between CT and CC, but it deteriorated the
image quality when accompanied with high saturation power (3 and 4 μT). After
TBI, a wide spread of decreased glucose metabolism was
seen in both 2DG autoradiography and glucoCEST maps (Fig. 2A). The 1.5μT and 1s
group showed the best contrast before and after TBI and had the highest
correlation (r = 0.76, p < 0.01) to the changes in 2DG autoradiography (Fig.
2B, C).DISCUSSION AND CONCLUSION
Mild TBI is usually termed “silent
epidemic”, in part because the inarticulate hypometabolic syndrome lasts long for
years that the current imaging technologies are insensitive to recognize it.4
In the current study, the glucoCEST data were in parallel to the 14C-2DG
autoradiography and detected the hypometabolic syndrome after TBI. Our results
support the hypothesis that glucoCEST is capable of delivering the sensitivity
for detecting the endogenous glucose content by optimizing the saturation power and
duration without the use of exogenous contrast agent. GlucoCEST has strong potential to
be the robust and reliable non-invasive imaging modality for endogenous glucose
monitoring in the brain. Acknowledgements
No acknowledgement found.References
[1] Walker-Samuel,
Nat.Med, 2013;
[2] Xu, Tomography. 2015;
[3] Kim, MRM, 2009;
[4] Rusnak, Nat.Rev.Neu.,
2013