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Published on: May 12, 2019
Cardiovascular effects on high-resolution 3D multi-shot diffusion MRI of the rhesus macaque brain
Yann Bihan-Poudec1,2, Slimane Tounekti1,3, Thomas Troalen4
1Institut des Sciences Cognitives Marc Jeannerod, CNRS UMR 5229, Lyon, France.
Abstract:
The monkey brain represents a key research model thanks to its strong homologies with the humans, but diffusion-MRI (dMRI) performed at millimeter-level resolution using clinical scanners and pulse-sequences cannot take full advantage of this. Cardiovascular effects on 3D multi-shot Echo-Planar Imaging (3D-msEPI) dMRI were characterized at submillimetric resolution by comparing triggered and non-triggered diffusion-weighted (DW)-images and diffusion tensor imaging (DTI) maps. We also investigated the value of 3D-msEPI with cardiovascular-triggering to achieve dMRI of the anesthetized macaque brain with high resolution previously restricted to ex-vivo brains. Eight DW-images with voxel-size = 0.5 × 0.5 × 1 mm3 and b = 1500 s/mm2 were collected at 3 Tesla from two macaques using triggered and then non-triggered 3D-msEPI. Statistical analysis by mixed models was used to compare signal-to-noise ratio (SNR) and ghost-to-signal ratio (GSR) of DW-images with and without triggering. Brain DTI with isotropic-resolution of 0.4 mm and b = 1000 s/mm2 was also collected in three macaques with triggered 3D-msEPI and reapplied without triggering in one. Cardiovascular pulsations induce inter-shot phase-errors with non-linear spatial dependency on DW-images, resulting in ghost-artifacts and signal loss particularly in the brainstem, thalamus, and cerebellum. Cardiovascular-triggering proved effective in addressing these, recovering SNR in white and gray matter (all p < 0.0001), and reducing GSR from 16.5 ± 10% to 4.7 ± 4.2% on DW-images (p < 0.0001). Triggered 3D-msEPI provided DTI-maps with the unprecedented spatial-resolution of 0.4 mm, enabling several substructures of the macaque brain to be discerned and thus analyzed in vivo. The value of cardiovascular-triggering in maintaining DTI-map sharpness and guaranteeing accurate tractography results in the brainstem, thalamus, and cerebellum was also demonstrated. In conclusion, this work highlights the effects of cardiovascular pulsations on brain 3D-dMRI and the value of triggered 3D-msEPI to provide high-quality diffusion-MRI of the anesthetized macaque brain. For routine studies, 3D-msEPI must be coupled with appropriate techniques to reduce acquisition duration.
Insights
Cardiovascular pulsations create artifacts in macaque brain diffusion MRI. Cardiovascular-triggering significantly improves signal quality and enables high-resolution in vivo imaging, revealing brain substructures.
Area of Science:
- Neuroimaging
- Medical Physics
- Primate Neuroscience
Background:
- Monkey brains are crucial models for human neuroscience due to strong homologies.
- Clinical diffusion MRI (dMRI) resolution limits the detailed study of macaque brains.
- Cardiovascular pulsations can introduce artifacts in MRI, especially in echo-planar imaging sequences.
Purpose of the Study:
- To characterize cardiovascular effects on 3D multi-shot Echo-Planar Imaging (3D-msEPI) dMRI at submillimetric resolution in macaques.
- To evaluate the efficacy of cardiovascular-triggering in improving dMRI quality of the anesthetized macaque brain.
- To achieve in vivo dMRI resolution previously only possible with ex vivo samples.
Main Methods:
- Acquired diffusion-weighted (DW) images and diffusion tensor imaging (DTI) maps using triggered and non-triggered 3D-msEPI at 3 Tesla.
- Compared signal-to-noise ratio (SNR) and ghost-to-signal ratio (GSR) between triggered and non-triggered acquisitions.
- Analyzed DTI maps with isotropic resolution of 0.4 mm obtained with triggered 3D-msEPI.
Main Results:
- Cardiovascular pulsations caused phase errors, ghost artifacts, and signal loss, particularly in the brainstem, thalamus, and cerebellum.
- Cardiovascular-triggering significantly improved SNR in white and gray matter (p < 0.0001) and reduced GSR from 16.5 ± 10% to 4.7 ± 4.2% (p < 0.0001).
- Triggered 3D-msEPI achieved unprecedented 0.4 mm isotropic resolution DTI maps, enabling visualization of macaque brain substructures in vivo.
Conclusions:
- Cardiovascular-triggering is essential for high-quality 3D dMRI of the anesthetized macaque brain, mitigating pulsation artifacts.
- This technique enables in vivo analysis of macaque brain substructures with resolutions comparable to ex vivo studies.
- Future routine studies using 3D-msEPI require methods to reduce acquisition time.
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