Tiina Pirttimäki1, Artem Shatillo1, Mikko Kettunen1, Jaakko Paasonen1, Raimo Salo1, Alejandra Sierra Lopez 1, Kimmo Jokivarsi1, Ville Leinonen2, Simon Quittek3, Asla Pitkänen1, and Olli Gröhn1
1Neurobiology, A.I.Virtanen Institute for Molecular Medicine, University of Eastern Finland, Kuopio, Finland, 2Institute of Clinical Medicine - Neurosurgery, University of Eastern Finland and Neurosurgery of NeuroCenter, Kuopio University Hospital, Kuopio, Finland, 3RAPID Biomedical GmbH Technologiepark Wuerzburg-Rimpar, Rimpar, Germany
Synopsis
Simultaneous EEG-fMRI is routinely used in clinical
settings as it provides better temporal and spatial information for example
when locating seizure onset zones. In pre-clinical research with small rodents,
obtaining simultaneous EEG-fMRI in longitudinal studies has been challenged by
a number problems including issues related to magnetic susceptibility artifacts. Here,
we demonstrate a modified method for permanent MRI coil and EEG electrode
implantation that is suitable for long-term chronic follow-up studies on
epileptogenesis with improved data consistency across imaging and video-EEG
monitoring sessions.Purpose
The aim of this study was to
develop a method that would allow us to conduct long-term follow up studies in
order to investigate dynamic cortical and subcortical network changes during
epileptogenesis using EEG and fMRI.
Methods
We used glue-cement based method
for the chronic implantation of MRI-coil and EEG electrodes in adult male
Wistar rats. EEG electrodes (Ag-wire, loop diameter 1mm) were glued into dents
drilled over somatosensory (S1) cortex at both hemispheres under isoflurane
anesthesia. Stainless steel sockets of the electrodes were connected inside a
plastic pedestal positioned frontal to bregma. To receive RF, oval-shaped
insulated copper wire loop was fixated onto skull with bonecement and gold pin
connectors protruded from the front of the implant (Fig.1). Tunable diameter range of the exchangeable loops is from 16
mm to 21 mm and prior to implantation, each coil was bench tested to verify the
element tuning and matching. The external part of the receive-only coil was
constructed by Rapid Biomedical GmbH, Germany. The coil is actively decoupled
during transmit and the variable tune/match for adaption to different loads and
loop sizes is achieved by mechanical trimmer capacitors. MRI images were
acquired with a Bruker 7 Tesla PharmaScan.
For the functional MRI experiments, rats were
anaesthetized with combination of Isoflurane (0.5%) and medetomidine
(0.1mg/kg/h). Body temperature was maintained at 37 ± 1 °C. Oxygen saturation,
heart rate, breathing rate and temperature were monitored during the entire
experiment. Functional data was acquired from the coronal slices using a Spin
Echo - Echo Planar Imaging (SE-EPI) sequence (FOV = 25mm, slice thickness = 1.5
mm, TR = 2000, TE = 45 ms). Anatomical images were acquired using
different spin-echo based pulse sequences with T2 weighting (FOV = 50mm, slice thickness = 0.75
mm, TR = 4676.46, TE = 16.133 ms). The data were converted from Bruker format
to NIfTI using Aedes. Subsequently, data were slice-timing corrected,
motion-corrected, spatially smoothed, and co-registered using home-made Matlab
codes, Aedes, and SPM8. Voxel time-series were averaged to Region-of-Interest
(ROI) time-series. Functional connectivity between ROI time-series was
calculated using Pearson correlation.
For long-term video-EEG monitoring rats were housed individually in plexiglas
cages where they could move freely. Rats were connected to a Nicolet (Nervus)
EEG Recording System (sampling rate 2048 Hz, low-pass filtered at 150 Hz)
and Nervus magnus 32/8 Amplifier. The behavior of the animals was recorded
using a video camera equipped with infrared light to allow continuous
24 h/d video-monitoring. Each EEG file was analyzed visually by scanning
through the EEG recording offline. Additionally, a fast Fourier transform was
used to compute the power in different frequency bands.
Epileptogenesis was induced by
intraperitoneal injection of pilocarpine (320mg/kg). Prior to pilocarpine, rats
were injected with scopolamine (1mg/kg). Diazepam (5mg/kg) was administered 3h
after pilocarpine. Behavioral scoring was done using Racine scale 1-5 (RS1-5).
Results
Our results from animals tested
for several months for the coil and EEG function, indicate that our modified
screw-free implantation method was well suited for long-term follow-up studies
(≤6 months, n=15) both in freely moving video-EEG settings and functional MRI
without causing major susceptibility artifacts.
To test simultaneous EEG-fMRI,
sensory evoked response (SEP) to stimulus (30 seconds train at 9Hz, 2mA, with
1ms single pulse duration) was tested (n=4)
(Fig.2). Data shows that clean EEG
signal can be acquired together with high quality fMRI data using the
chronically implanted coil and electrodes.
To test the feasibility to study
functional connectivity changes longitudinally using our setup with recovery
anesthesia, four animals underwent invasive femoral artery
cannulation to examine if ISO+MED combination was sufficient to anesthetize spontaneously
breathing animals without significant alterations in blood gas values during a
60min resting-state fMRI. Arterial pH, oxygen saturation, partial pressure
carbon dioxide and oxygen were within acceptable range at the end of the
imaging (pH: 7.35±0.01; sO2:97.3±0.6%; pCO2: 50.75±2.7;
pO2: 112±19; n=4).
To examine dynamic changes
before and after an insult resulting in epileptogenesis, subset of rats (n=4) were subjected to pilocarpine
treatment. Initial results indicate that our method is robust and well suited for
several video-EEG and MRI data collections time-points to study e.g. EEG
band-power changes prior to onset of spontaneous seizures (Fig.4).
Discussion
These studies have shown that our new approach of implantable
RF-coil and EEG electrodes makes possible to carry out long-term follow-up
studies using video-EEG and EEG-fMRI. This would eventually gain us deeper
understanding how large scale networks, as assed by resting-state fMRI, are
modified during epileptogenesis or other progressive neurological conditions
and what kind of neural activity contributes to this.
Acknowledgements
No acknowledgement found.References
No reference found.