Claudia Green1, Anuka Minassian1, Andreas Beyrau1, Stefanie Vogel1, Michael Diedenhofen1, Melanie Nelles1, Dirk Wiedermann1, and Mathias Hoehn1,2
1In-vivo NMR, MPI for Metabolism Research, Cologne, Germany, 2Dept. Radiology, Leiden University Medical Center, Leiden, Netherlands
Synopsis
In this study we combined rs-fMRI and diffusion MRI
to assess the therapeutic capacity of cortically injected human neural stem
cells in the mouse brain after stroke during 3 months. Seed-based analysis of diffusion
anisotropy maps and functional connectivity were conducted interrelated with the
main focus on the effect of stroke and treatment on the contralesional hemisphere.
A delayed breakdown in functional network strength for the therapeutically
treated group compared to a sham treated group is observed. However, diffusion
anisotropy parameters stay stable with an increasing trend for the thalamus.
Introduction
Combining
functional and structural MRI enables a full-fledged view of diverse complex
neurological mechanisms and response after therapeutic interventions. In
this study we aim to characterize the regenerative capacity of intracerebrally
injected human neural stem cells after ischemic stroke in the mouse brain. Repetitive resting-state
functional MRI (rs-fMRI) and Diffusion MRI allow longitudinal in vivo
characterization of spontaneous or therapeutically induced recovery on a
structural and functional level. With our long observation time of 12 weeks
after stroke induction we unravel for the first time the long-term effects of
cell implantation on structural and functional brain networks.Methods
Rs-fMRI and
Q-Ball images (QBI) were acquired before, as well as in week 1, 2, 4, 8, and 12
after ischemic stroke induction. Two days after stroke, stem cells (n=11) /
sham (n=6) implantation was carried out in Nu/Nu mice (male, 3-4 months)
adjacent to the cortico-striatal lesions. Cell vitality was repetitively
measured with Bioluminescence Imaging (BLI). Both MRI scans were always
acquired in one session on a preclinical 9.4 T (Bruker, BioSpin) using a
cryogenic surface coil with the following parameters and preprocessing steps:
rs-fMRI: GRE-EPI
sequence; TR/TE=2,840/18ms; 16 slices; slice thickness=0.5mm; matrix=9696;
182x182
µm2 res.; NR = 100. Functional datasets underwent slice-wise motion
correction, high-pass filtering (>0.01 Hz), in-plane smoothing (Gaussian
kernel=0.3mm) and physiological noise regression of recorded respiratory
signals, motion parameters and drifts.
QBI: 4-shot
SE-EPI; TR/TE = 3,500/20ms; 128x128 matrix; 139x139 µm2 res.; 126
directions + 8 A0 images; Δ = 10ms, δ = 4 ms; b-value= 2,000s/mm2.
A0
images were motion corrected and the linear
interpolation was applied to the diffusion images.
Postprocessing:
Seeds of the sensorimotor cortex, as well as the thalamus and caudate putamen (CPu)
were extracted after a multi-step process of linear and non-linear
co-registrations of the AMBMC mouse brain atlas to the functional and diffusion
data. For rs-fMRI, we calculated seed-based full cross-correlation maps with
FSLNets (FMRIB Software Library). Diffusion anisotropy maps were generated
and fiber tracking was performed with DSI-Studio.Results
Mean z-scored correlation maps of unilateral and bilateral
functional connectivity from the stem-cell treated group show a delayed
decrease in connectivity only after week 2 of stroke induction (Figure 1).
Interestingly, after week 2, the homotopic contralesional side is severely affected
up until the end of the experiment, after week 12, for both groups. Maximal
loss of inter-seed correlation is observed in week 8 for the cell treated group
and in week 4 for the sham group. The time courses of the intra-seed
correlations show a gradual decline for all seeds until 8 weeks after stroke
for the cell group, whereas in the sham animals the correlation already starts
to increase again after 2 weeks (not shown). Diffusion parameters representing
the degree of anisotropy in a specified seed stay on a constant level for the
caudate putamen and the somatosensory cortex excluding the limb area (Figure 2).
However, the anisotropy curve of the thalamus seems to achieve a plateau from week
4 on after stroke for the animals implanted with a sham solution.Discussion
Our results show a delayed decrease of functional
connectivity in the sensorimotor network for the stem-cell group, suggesting a
stabilizing function of the cells in the first weeks after stroke. This effect
did not sustain longer than four weeks and correlates with the loss of cells, monitored
with BLI. The persisting, strongly impacted functional network connectivity on
the contralesional hemisphere is partially reflected in the similar results of
the time courses from the mean intra-seed correlation. This observation indicates
a relation between the strength of an intra-seed correlation and the
correlation between seeds. The results from the functional datasets illustrate
that a homotopic change in functional networks not only affects short-range
interactions, but has a large impact on long-range brain correlations as well. The
thalamic time courses of the functional results and the anisotropy indices from
the diffusion data reveal an inversely proportional behavior, with a functional
delay, demonstrating a relation between structural and functional recovery.Conclusion
In this study we present a new mode of action of the
therapeutic capacity of stem cell implantation after stroke in vivo on the
neuronal circuits, merging the structural and functional point of view. With
our results, we show the importance of a global analysis from different angles,
and the necessity for long observation times after stroke. Furthermore, we provide
new insight into the structure-function relationship in neurodegenerative
diseases.Acknowledgements
This work was supported by grants from the EU-FP7 programs
TargetBrain (HEALTH-F2-2012-279017) and BrainPath (PIAPP-GA-2013-612360).References
No reference found.