Georges Hankov1,2,3,4, Basil Künnecke2, Markus Rudin1,3,4, and Markus von Kienlin2
1Institute for Biomedical Engineering, ETH and University Zurich, Zurich, Switzerland, 2Roche Pharma Research & Early Development, Neuroscience Discovery, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland, 3Neuroscience Center Zurich, Zurich, Switzerland, 4Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
Synopsis
With the increasing
need for translational readouts, the number of fMRI studies in rodents has
grown exponentially in the recent years. Nonetheless, methodological questions
regarding fMRI data acquisition in small animals yet have been poorly
addressed. In this work, we evaluate the use of the PRESTO sequence for fMRI in
rodents: a 3D alternative to EPI using echo-shifting and echo-trains minimizing
distortions and artefacts related to the higher magnetic fields, while
providing better brain coverage and faster temporal resolution, allowing
appropriate physiological noise sampling.
Introduction
Functional-MRI in small animals has become increasingly
popular, in particular with the advent of novel brain stimulation approaches
such as optogenetics. As in human fMRI, single-shot EPI has been widely adopted
as the readout of choice, even though the method suffers from amplified
susceptibility artefacts related to the stronger magnetic fields used in
rodents. Because of the higher heart and respiration rates of small animals, the
need for faster acquisitions in rodents furthermore has become primordial in
order to minimize physiological noise aliasing into the frequency band of
interest1. In this work in rats, we have evaluated the performance
of PRESTO, a 3D ultrafast gradient echo sequence based on echo shifting and an echo
train observation, resulting in whole brain coverage with reduced
susceptibility distortions and T2* weighting2,3. We propose a method,
which compromises between temporal resolution, geometric distortions, image
artefacts and BOLD sensitivity.Material and Methods
The
PRESTO sequence was implemented on a
BioSpec 9.4T MR system (Bruker BioSpin MRI, Germany) operating under ParaVision
6.0. The sequence diagram for its 3D version can be seen on Fig.1. It was adapted
from an EPI method by adding the additional gradients responsible for the
echo-shifting on the slice selection gradient. Then the sequences adjustments,
timing and its user interface were accordingly adjusted.
After
initial phantom validation tests, studies were conducted on 6 Lewis rats (female,
~187g) and were carried out by using a volume
resonator for transmission and a rat cryogenic phased-array surface coil for
reception. Isoflurane (2-3%) mixed with oxygen enriched air was used for
inducing and maintaining the animals under anesthesia. Rats were paralyzed via
an i.v. injection of pancuronium bromide (Sigma-Aldrich, Germany) and were
artificially ventilated while their body temperature was kept constant at 37°C
throughout the entire experiment.
After
acquiring an anatomical reference scan (TR/TE= 1500/6.5ms), animals were
electrically stimulated in their right forepaw. Their response was imaged using the 3D-PRESTO sequence in order to
evaluate its image quality and BOLD sensitivity (FOV=30x30x10mm3, MD=60x60x20,
yielding a voxel dimension of 0.5mm isotropic, flip angle (FA)=4°, TR=10ms, TEeff=15ms,
Nseg=8, BW=200kHz, yielding a temporal resolution of 1600ms. The stimulation
paradigm consisted of a block design starting with a resting period of 180s followed by three cycles of a 20s stimulus period (2mA, 7Hz) and a 120s post-stimulus period. For analysis of
fMRI data, spatial preprocessing of MR data and generation of statistical
parametric maps (activity maps) was performed using a custom made script.
Statistical parametric maps were generated using the general linear model
(GLM). All SNR parametera where extracted by using two ROIs in the
somatosensory cortex (left and right) and and four ROIs at the edge of the
images to measure noise properties.Results and Discussions
PRESTO
allows for high temporal resolution, is more robust to susceptibility
distortions (Fig.2) due to its shorter acquisition time, limits inflow effects
thanks to its 3D encoding and gives much better coverage as opposed to single-shot
EPI. Even if its low efficiency results in lower SNR [SNR = 103+/-44; SNRt = 73+/-16] as compared to conventional
EPI4, combined with a phased array cryogenic coil, its sensitivity
appears to be sufficient to consistently and reproducibly detect BOLD
activations (~4%) related to external stimulations (Fig.3). Because of its time constrains, PRESTO seems
to be more adapted for applications requiring a long TE, increasing BOLD
sensitivity at the cost of signal losses in lower part of the rodent’s brain as
a result of the stronger intravoxel dephasing. As in other multi-shot methods,
PRESTO is very sensitive to hardware instability and animal motion. The latest
can be yet diminished by appropriate animal preparation using a muscle relaxant
and mechanical ventilation. Conclusion
This
initial study illustrates the feasibility of using PRESTO for fMRI in rodents,
as the method provides good and reliable BOLD sensitivity with super-fast
acquisition. Its shorter acquisition window should theoretically lead to lower SNR
compared to the standard EPI but this comparison still needs to be performed. In
combination with parallel imaging techniques such as SENSE, 3D PRESTO-SENSE5
could provide even higher temporal resolution and more coverage as compared to
traditional multi slice imaging. Acknowledgements
We
would like to thank Franciszek Hennel and Peter Van Gelderen for the fruitful
discussions and inputsReferences
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