Mathieu David Santin1,2, Thomas Samoyeau2, Romain Valabrègue1,2, Elodie Laffrat2, Chantal François2, and Stéphane Hunot2
1Centre de NeuroImagerie de Recherche - CENIR, Paris, France, 2Inserm U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06 UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France
Synopsis
This work present tractography of an ex vivo brain of a primate model. Parkinson's disease ralated tracts were clearly identified and can serve as biomarkers in our primate model.Purpose
Basal
ganglia and thalamus pathways are affected in various neurological disorders.
Over recent years, non-invasive MRI techniques such as diffusion tensor imaging
(DTI) were used to visualize and characterize the white matter architecture and
integrity of the normal and diseased brain. In Parkinson’s disease (PD),
progressive loss of dopaminergic neurons of the substantia nigra and
degeneration of the nigrostriatal pathway induces motor and non-motor
impairments characteristic of the disease. We hypothesized that DTI could help
to detect dopaminergic lesion of the nigrostriatal pathway to assess the
severity and progression of the disease. However, precise delineation of the
origins, trajectories and terminations of this pathway is difficult due to poor
resolution and sensitivity of these techniques.
Here we present an imaging protocol designed to
visualize the thin fibers of the nigrostriatal pathway in a small non-human
primate (squirrel monkey). We also focused on the pallidothalamic pathway
because of its curved trajectory that is difficult to reconstruct in 3D.
Methods
After animal death,
the brain was removed, hemisected, postfixed in 4% PFA and cryopreserved in
sucrose during 3 days before freezing. Before MRI procedure, the left
hemisphere was unfrozen and soaked in phosphate buffer saline containing sodium
azide. A 1:200 gadolinium MR contrast agent (Dotarem®, Guerbet, France) was
added to the buffer 48 hours before imaging.
An
11.7T Biospec 117/16 system (Bruker, Germany) equipped with a 72-mm diameter
transceiver was used within this study.
T1
and T2 were evaluated in gray and white matter (GM and WM respectively) at 3
time points: before Gd- staining, 48 hours after Gd immersion and at the end of
the experiment.
Ex vivo diffusion imaging
was performed with a 3D diffusion-weighted spin echo sequence. Parameters
were: FOV: 5.76*2.96*2.96 cm3; Mtx: 288*148*148 leading to an isotropic
resolution of 200 µm; TR/TE=500/21.7 ms; δ=4 ms and Δ=10
ms with a b-value of 2000 mm/s2; one A0 image (without diffusion gradient) was
taken as a reference and 46 directions were acquired. Total scan time for
diffusion imaging was 142 hours.
The
diffusion-weighted data were then processed with Mrtrix 3 software which
estimates the ODF on every voxel. We then used a determinist tracking based on
those ODF with the ‘tckgen’ function. Regions of Interest (ROI) were defined
manually in the substantia nigra (SN), thalamus (Tha) and pallidum (GP). We
seeded from SN to GP and GP to Tha and included a stop criteria when both ROI
where reached.
Results
Evaluation
of T1 and T2 in GW and WM are summarized in Table 1. As expected, there is a
huge decrease of both WM and GM T1 after Gd-staining. Interestingly, GM T1
became shorter than WM T1 after Gd-staining, while WM T2 remained shorter than GM
T2. Figure 1 shows the obtained nigrostriatal tracts after processing of the
DTI data set and ROI definition. Figure 2 shows the obtained pallidothalimic
tracts within the same conditions.
Discussion and Conclusions
We
showed that it is feasible to follow the nigrostriatal and pallidothalamic
tracts in the squirrel monkey. These tracts could serve as biomarkers for PD
monkey models intoxicated with MPTP, or to monitor a response toward a therapy as these tracts are affected by PD. Moreover, Gd-staining helps to reduce the
GM and WM T1, thus allowing to shorter TR without losing too much signal.
Here
we used conventional spin echo technique to perform diffusion imaging as we
found that EPI-based diffusion technique was not suitable for our study (data
not shown), even if scan was shorter (several hours only to acquire the same
data sets). These images were too much distorted and the signal to noise ratio
was way too low. Spin echo technique gives the advantage of undistorted images
as eddy current are negligible in this kspace aquisition technique, whereas it
has to be corrected for EPI.
Meanwhile, the main
limit of this approach is the time needed to perform diffusion scan (~140 hours
for a small monkey half-brain with 46 directions). In the future, we intend to
use diffusion-prepared SSFP or diffusion-weighted SSFP as it has been shown to
produce diffusion images whose quality is comparable to those obtained with
spin-echo diffusion techniques1 within several hours
only. Furthermore, to perform in vivo tractography,
we intend to use segmented-EPI in order to reduce TE and distortions related to
eddy currents within the gradients.
Acknowledgements
This work was supported by 'Institut des neurosciences translationnelle - ANR-10-IAIHU-06', and 'Infrastructure d’avenir en Biologie Santé - ANR-11-INBS-0006'References
1. Foxley S, Jbabdi S, Clare S, Lam W, Ansorge O, Douaud G, Miller K, Improving diffusion-weighted imaging of post-mortem human brains: SSFP at 7 T. Neuroimage. 2014 Nov 15;102