Synopsis
The baseline behavior of T2 relaxation at 7 tesla in different parts of the rat brain was studied to provide the foundation for possible biomarker performance evaluation.Introduction
Quantitative
T
2 MRI mapping of the rat brain in vivo offers unique opportunities
to provide non-invasive biomarkers of neurotoxicity related changes in
non-clinical studies [1, 2]. To better understand the potential performance of
this type of biomarker baseline characteristics of T
2 mapping need
to be determined. The aim of this study was to characterize the between- and
within-subject reproducibility of T
2 mapping in control (untreated)
rats over time and to assess the statistical power of such an approach using a relatively
large population of research animals.
Methods
An animal
use protocol was approved by the National Center for Toxicological Research IACUC. Male Sprague-Dawley rats (N = 138,
360 ± 40 g) were used. All animals were untreated and scanned in the MRI one
time except for a separate cohort (N = 21), in which the animals were scanned, injected
with saline (once, ip, 2 ml/kg) and imaged again at later time points: 2 hr (N
= 5), 24 hr (N = 7), 48 hr (N = 5), 144 hr (N = 5), or 288 hr (N = 4). MRI was
performed using a 7 tesla Bruker Biospec AV III equipped with a 4-channel array
rat brain RF coil. Animals were anesthetized using isoflurane (3% induction,
1-2% maintenance in oxygen) and body temperatures maintained at 37.3 ± 0.6°C. For
T
2 mapping a multi-echo spin echo sequence was used (MTX 192 x
192 x 24, FOV = 3.84 x
3.84 x 2.4 cm, echo spacing = 15 ms, 16 echoes, TR
= 6 s, NA = 1). T
2 maps were skull stripped and co-registered to the
template image using the surface registration feature in Analyze 12.0. The
resultant T
2 maps were segmented using an in-house developed rat
brain atlas that was co-registered to the same template. The average T
2
relaxation values were calculated in all segmented regions. Statistical
analysis (one-way ANOVA with Student-Neuman-Keuls post hoc tests, and power
statistical analysis) was performed using SigmaStat.
Results
The between-rat reproducibility of the T
2 mapping
was excellent as can be seen in figure 1 that shows the T
2 maps of a
representative rat brain (A) as well as the T
2 maps averaged for all rats (B)
with corresponding CV% maps (C). Note that the variability in T
2
values in the areas away from the borders and CSF is below 10%, while in the
places close to tissue interfaces the variability increases significantly,
which is most likely caused by imperfect co-registration and variations in brain
sizes and shapes. Table 1 shows the results of the segmentation of all baseline
T
2 maps with corresponding estimates of the statistical power (number
of animals required to detect a 5% change at 80% power and a significance level of 0.05). Figure 2 shows
the changes in mean T
2 values in some anatomical regions (striatum,
hippocampus, thalamus, and olfactory bulb) over time. These values were
significantly elevated at the 24 hr time point in all brain regions except the olfactory
bulb and could be a result of the protracted effect of general anesthesia received
during the previous imaging session (at the 0 time point). At all other time
points (2 hr, 2, 6, and 12 days) no significant differences were observed with respect
to baseline (time point 0).
Conclusion
It has
been established that T
2 relaxation values for water protons in the
normal rat brain are very stable and reproducible with high statistical power. This allows for the detection of very small
changes using small group sizes.and constitutes the basis for the further
development of the quantitative T
2 mapping method as a biomarker of
neurotoxicity with the prospect of future formal qualification.
Acknowledgements
This work was funded by US Food and Drug Administration, project #E07418.References
1.
Hanig
J., et al. Regul Toxicol Pharmacol. 2014, 70(3): 641-7.
2.
Liachenko
S, et al. Toxicol Sci. 2015, 146(1): 183-91.