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Published on: February 24, 2021
Translating Functional Connectivity After Stroke: Functional Magnetic Resonance Imaging Detects Comparable Network
Stefan J Blaschke1,2,3, Lukas Hensel1,3, Anuka Minassian2
1Faculty of Medicine and University Hospital, Department of Neurology, University of Cologne, Germany (S.J.B., L.H., S.V., C.T., S.U.V., M.R., M.S., G.R.F., C.G., M.A.R.).
Stroke-evoked neural network changes in mice and humans show similar patterns. These findings suggest that network alterations could be used as therapeutic readout parameters in future stroke research.
Area of Science:
- Neuroscience
- Systems Neuroscience
- Translational Stroke Research
Background:
- Translational research for stroke therapies is hindered by interspecies differences in brain anatomy and function.
- Comparing rodent and human stroke recovery, particularly brain reorganization, presents significant challenges.
Purpose of the Study:
- To investigate if stroke-induced neural network changes follow similar patterns in mice and humans.
- To utilize a systems-level perspective for comparing stroke-evoked network alterations across species.
Main Methods:
- Acquired resting-state functional magnetic resonance imaging (rs-fMRI) data in human stroke patients and two mouse stroke models (photothrombosis, distal middle cerebral artery occlusion).
- Applied identical data processing steps for direct comparison of global network changes using graph theory.
Main Results:
- Network parameters exhibited similar patterns in the postacute stroke phase in both mice and humans.
- Global communication facilitation metrics, like small-worldness and characteristic path length, showed comparable changes in the early days post-stroke.
- Small-worldness correlated with motor impairment in humans and predicted motor recovery in mice.
Conclusions:
- Network measures derived from rs-fMRI data after stroke share significant similarities between mice and humans.
- These observed network alterations can potentially serve as valuable therapeutic readout parameters for translational stroke studies.
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