Tao Jin1, Jicheng Wang2, T. Kevin Hitchens3, Dandan Sun4, Andriy Bandos5, Joseph Mettenburg1, Ping Wang1, and Julius Juhyun Chung1
1Department of Radiology, University of Pittsburgh, Pittsburgh, PA, United States, 2Department of Urology, University of Pittsburgh, Pittsburgh, PA, United States, 3Department of Neurobiology, University of Pittsburgh, Pittsburgh, PA, United States, 4Department of Neurology, University of Pittsburgh, Pittsburgh, PA, United States, 5Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, United States
Synopsis
Keywords: CEST & MT, Stroke, APT, Penumbra
The
sensitivity of APT MRI in the evaluation of ischemic tissue status was
evaluated in stroke rat brains and compared with conventional MRI methods. APT
can detect the different levels of tissue acidosis in the ischemic core,
penumbra, and oligemia regions. Additionally, APT can also differentiate the
severity of tissue acidosis associated with different blood glycemic levels.
Our results indicate that APT MRI is a sensitive pH-weighted imaging marker
with great potential for the evaluation of the ischemic tissue status and
prediction of the stroke outcome.
Introduction
Amide-proton-transfer
(APT), a variant of the CEST MRI technique, has been applied in many stroke
studies to offer pH-weighted information complementary to conventional MRI such as diffusion, blood flow, and relaxation time mapping techniques 1-4. However, it is still unclear whether APT-MRI can differentiate between various levels of acidosis in ischemic tissue,
including the ischemic core, penumbra, and oligemia regions, respectively, or
very severe acidosis associated with hyperglycemia. In this work, the APT
signal was measured in different regions of ischemic tissue, and compared with
conventional MRI.Methods
MRI
Acquisition:
Rats
underwent middle cerebral artery occlusion (MCAO) and were imaged at 9.4 T
5. In 11 rats, APT, ADC, CBF, and quantitative T1 and T2
maps were measured repeatedly with ~0.5 h step from 0.5-1 h to 4-5 h after the
occlusion. In 7 other rats, severe acidosis was induced by injecting 1.5 g/kg
of glucose 10 minutes before MCAO and APT, ADC, T1, and T2
maps were measured at ~1 h after the occlusion. APT maps were acquired using a
3-point method with 4 s of continuous wave saturation of 1 µT at 3.0, 3.6,
and 4.2 ppm 5, whereas the ADC, CBF, T1, and T2
maps were obtained by conventional methods 6.
Data
Analysis:
Ischemic
lesions were segmented into three regions based on the tissue outcome
determined by the CBF deficit at 1 h, and the ADC deficit at 1 h and 5 h. Three
distinct patterns were observed from the 11 normoglycemic MCAO rats (Fig. 1): in type #1 (n=6), there are large areas of oligemia, penumbra, and core.
In type #2 (n=3), there are large areas of oligemia and core, but minimal
penumbra. In type #3 (n=2), both the oligemia and the penumbra are minimal, and
the ischemic tissue is mostly the core. Correspondingly,
the ADC, APT, T1 and T2 values were obtained from the penumbra
(n=6), oligemia (n=9), and core (n=11) regions and the contralateral regions to
determine their relative ratio (e.g., rADC, rAPT). Because the maps for each
animal were not acquired at the same time points, the data in these ischemic
regions were calculated by linear extrapolation to the time of stroke onset in 0.5-h
steps. In MCAO rats with hyperglycemia, the images were only acquired at 1 h, and
the data were obtained from the ADC-defined core region (n=7). For each of the four
parameters (rADC, rT1, rT2, and rAPT), the differences between the overall
trends for penumbra and oligemia regions were tested at two-sided significance
level of 0.0125. For parameters with significantly different trends, the values
at individual time points were compared using Wilcoxon exact test. Results
In
Fig. 2A, the relative change of ADC, T1, T2, and APT were
compared for the oligemia, penumbra, and core regions. Except for rT1, all
parameters showed a significant difference in the time trends between the
penumbra and oligemia regions (p<0.0125). In the oligemia region, at the initial
time points, there is a very small decrease in ADC and APT (relative ratio
<1), a small increase in T1, and a minimal change in T2,
and the values are nearly independent of the stroke duration. In the core,
there is a more substantial initial decrease in ADC and APT and an increase in
T1, and the magnitude of changes increases with time. In contrast,
rT2 decreases initially but increases gradually with time. In the
penumbra, the initial change of ADC, APT, and T1 is more substantial
than that of oligemia but weaker than the core with a time-trend in the same
direction as for the core. The rT2 value of the penumbra is similar
to that of the core initially and increases with a smaller slope than the core. The
relative indices were compared between oligemia and penumbra for time points ≤
3-h post occlusion in the acute phase. For rADC, significant differences were
present starting with 1-h. For rT2, the initial significant
difference disappears within the first hour. For rAPT, the differences are
significant starting from 0.5-h, whereas for rT1 there were no time points with
significant differences. Fig. 3 compares the relative changes of 4 indices at 1
h in the core for normoglycemic and hyperglycemic rats. The hyperglycemic group
showed significantly smaller rT2 and rAPT, but not rADC and rT1.
This is reasonable because both APT and T2 are sensitive to chemical
exchange and thus are affected by tissue acidosis. Discussions
Among
the ischemic tissues, the penumbra is an
important therapeutic target, but it is difficult to differentiate from
oligemia using conventional MRI. Our results showed that rAPT in penumbra and
oligemia are significantly different for more time points than conventional
indices. APT can also differentiate the severity of acidosis in the
normoglycemic ischemic core from that of hyperglycemic MCAO which is known to
be strongly correlated with worse tissue outcome 7. Conclusion
Our
results indicate that APT MRI is a sensitive pH-weighted imaging marker that
can differentiate between various levels of tissue acidosis in the ischemic
core, penumbra, and oligemia, as well as stroke in hyperglycemic conditions. APT
MRI can more precisely delineate different zones of hypo-perfused and ischemic tissue,
and better predict stroke outcomes.Acknowledgements
This work is supported
by NIH grant NS100703.References
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