Franziska Albers1, Florian Schmid1, Lydia Wachsmuth1, and Cornelius Faber1
1Department of Clinical Radiology, University of Münster, Münster, Germany
Synopsis
With the
line scanning technique BOLD responses can be recorded with 50 ms temporal resolution.
Here line scanning fMRI was combined with optogenetic stimulation of excitatory
neurons in rat somatosensory cortex. The light for optogenetic stimulation was
delivered by an optical fiber implanted in the brain. It was possible to
compare BOLD responses upon optogenetic and sensory stimulation with high
temporal resolution and shorter times to reach half maximum were found for
optogenetic stimulation. Furthermore the spatial resolution offered the
possibility to observe cortical layer-specific BOLD signals.Purpose:
To
combine the line scanning fMRI technique with optogenetics in order to compare
sensory and optogenetic stimulation.
Introduction
Line
scanning is a novel technique for recording BOLD responses at high temporal
resolutions (50 ms)
1. It employs a fast GE sequence without phase encoding,
so that instead of images line profiles are acquired. If TR is set to 50 ms the
acquired line profiles probe the MR signal at 50 ms intervals. Precise investigation
of the temporal evolution of the BOLD response upon stimulation in a defined
paradigm becomes possible. Furthermore laminar profiles across cortical layers
can be investigated. Here, line scanning was combined with optogenetic methods
which enable modulation of defined cellular populations such as excitatory
neurons. BOLD responses were detected
upon electric forepaw stimulation and upon optogenetic stimulation in the
somatosensory (S1FL) cortex of the rat brain, in order to compare the times to
half maximum of the BOLD responses.
Methods
Line
scanning was performed on female Fisher rats upon electric forepaw stimulation
or optogenetic stimulation of the primary sensorimotor cortex (S1). Rats were locally expressing the opsin C1V1
TT
in excitatory neurons after viral transduction into S1FL. Imaging experiments were performed at least 4
weeks after transduction to ensure sufficient opsin expression. For optogenetic stimulation, green light (552
nm) was delivered through a 200 µm diameter
optical fiber implanted above the target area. Intensities of 70-105 mW/mm² at
the fiber tip lead to reliable optogenetic activations. fMRI experiments used a
block design (5 s stimulation: 1 ms electric stimulation at 1.5 mA, 9 Hz or 10
ms optogenetic stimulation at 9 Hz, 25 s rest). All MR imaging experiments were
performed at 9.4 T. First, fMRI was performed using a T
2* weighted GE-EPI sequence (TE = 18 ms, TR = 1 s, spatial resolution 350 x 325 µm², slice thickness
1.2 mm, 9 contiguous slices) to locate the area
of BOLD activation and position the line scanning line (Fig. 1). Line scanning
was performed using a modified FLASH sequence without phase encoding. Frequency
encoding was performed along a line perpendicular to the cortical surface
(FA=13°, TE=18 ms, TR=50 ms, 64 frequency encoding steps, FOV 10 x 2.1 x 1.2 mm³, 600 acquisitions
including 20 dummy scans, 64 repetitions, scan time 32 min). The signal was
analyzed using Matlab. A Fourier transform along the frequency encoding
direction produced a line profile across the cortical layers. The edge of the
cortex could be determined by the steepest signal rise along the line profile. Averaged
time courses were calculated for the whole cortex area and for single cortical
layers. The time to half maximum was determined.
Results
With
line scanning, BOLD responses upon electric forepaw stimulation (n=9) and upon
optogenetic stimulation (n=11) (Fig. 2) were reliably detected. Noise levels fluctuated strongly, resulting
in baseline SNR ranging from 160-430 for sensory and 190-520 for optogenetic
stimulation. The fiber directly in the cortex did not hinder measurements of
the BOLD response in cortex with the line scanning method, although such
implants regularly caused artefacts in EPI sequences. BOLD responses with high
amplitudes (>1.5 %) were analyzed in cortical layers L1 to L6 (Fig. 3). The largest
signal change was often found in layer L1, or similar amplitudes were found in
L1-L4 (n=10). In 6 cases the highest
amplitude was found in L4 or L5. Shorter times to half maximum were found for
optogenetic stimulation in cortex (mean: 1.68 s, n=11) vs. sensory stimulation (mean:
1.95 s, n=9) (Mann-Whitney U test, p=0.007) (Fig. 4).
Discussion
High
spatial resolution allowed for analysis of layer specific signals. Although the
nominal resolution is 0.16 mm/px in the frequency encoding direction, the ability to
resolve between cortical layers is difficult to confirm. Partial volume
effects, especially due to the thickness of imaging slices (1.2 mm), movement
and non-ideal saturation slices certainly spread the MR signal out across
layers. Nevertheless BOLD responses can be seen in every cortical layer and
signal changes can be observed across layers, so that signals can be assumed to
be layer-specific. The largest BOLD amplitude was often found in L1 most likely
due to strong BOLD signal from pial veins.
Longer
onset times for sensory vs. optogenetic stimulation are probably not due to
longer neuronal pathways but may point to different hemodynamic responses.
Line
scanning offers the possibility to analyze BOLD time courses upon different
stimulations (varying in kind, strength, duration) for different areas of the
brain, without making any model assumptions, at high temporal resolutions and
thereby gain insight into variations and dependencies of the hemodynamic
response function.
Acknowledgements
We thank
Xin Yu for providing the line scanning MRI protocol.References
1. Yu X, Qian C, Chen D, et al. Deciphering laminar-specific neural inputs with line-scanning fMRI. Nat Methods. 2014;11(1):55-58.