Functional optical imaging of brain activation: a multi-scale
Transcript of Functional optical imaging of brain activation: a multi-scale
Abstract - We have developed and applied novel tools for
functional optical imaging of the brain. By imaging the brain’s
response to stimulus using different modalities, and on different
length scales, we can form a more detailed picture of the
mechanisms underlying healthy and diseased functional brain
activity. One such tool, Laminar Optical Tomography (LOT), is
a new technique for 3D, non-contact, high-resolution functional
imaging of living tissues. LOT has been used to examine the
depth-resolved hemodynamic response to functional activation
in exposed rat cortex. LOT has sufficient spatial and temporal
resolution to resolve the individual vascular compartments
involved in the hemodynamic response (arterial, capillary and
venous). To further validate our observations, we also developed
a video-rate two-photon microscopy system, capable of imaging
at 22 frames per second. We have used this system to create
full-field two-photon movies of both the vascular dynamics and
calcium-dependent neuronal activity at very high resolution. In
addition, we have developed a system for simultaneous
exposed-cortex, multi-spectral 2D optical imaging and fMRI at
4.7T. These experiments have allowed us to relate our optical
findings to the clinically important BOLD signal.
I. INTRODUCTION
Optical imaging provides unrivalled sensitivity to the
functional properties of living tissues. Imaging superficial
tissues using planar-geometry CCD camera-based systems can
provide elegant measures of function e.g. via oxygenation-
dependent hemoglobin changes and via fluorescence contrast
from voltage and calcium sensitive dyes [1-4]. However in
stratified tissues (e.g. the cortex), interpretation of CCD
images is complicated by the lack of depth information and the
distortion of signals from deeper layers due to light scatter.
We have developed a number of optical imaging
techniques to study the exposed living brain, including 2D
hyper-spectral imaging [5], 3D Laminar Optical Tomography
(LOT) [6] and in-vivo video-rate two-photon microscopy [7].
In addition, we have combined 2D optical imaging of the
exposed cortex with simultaneous functional magnetic
resonance imaging (fMRI). These tools allow us to investigate
the mechanisms underlying the hemodynamic response to
stimulus, and its relation to neuronal activity. Understanding
this neuro-vascular interplay is particularly important for
improving interpretation of clinical fMRI results.
*This work was supported in part by the National Institutes of Health
under Grants NS053684-01, NS05118-01 and EB000790-02.
II. LAMINAR OPTICAL TOMOGRAPHY
LOT is a new technique that allows optical imaging
to depths of >2mm with 100-200 micron resolution and
excellent sensitivity to absorption and fluorescence contrast
[6, 8]. The LOT system and non-contact measurement
geometry are shown in Fig 1. LOT uses diffuse optical
tomography-like image reconstruction methods [9]. However,
by restricting the imaging depths to ~ 2mm and using high
measurement densities we can acheive useful resolution for
functional imaging. In addition, since rodent cortex is
generally <2mm thick, penetration is sufficient for cortical
imaging and exceeds depths and fields of view achievable
with two-photon microscopy.
Using LOT we are able to distinguish between
functional signals from the superficial vasculature, and signals
from the capillary beds deeper within the cortex. Fig 2 shows
how LOT’s non-contact geometry, allows simultaneous
electrophysiology recordings. We have also utilized
spatiotemporal analysis techniques to extract the 3D
distribution, and functional time-courses of the response in
major vascular compartments; arteries, capillaries and veins.
Fig 1. Laminar Optical Tomography system for depth-resolved,
high-resolution imaging of absorption and fluorescent contrast. A confocal
microscope-type configuration acquires scanning, non-contact
measurements of multiply scattered light, achieving DOT-type
measurements with high source and detector densities (50x50 source
positions and 50x50x7 detector positions) and very small source-detector
separations (0-2mm).
Functional optical imaging of brain activation: a multi-scale,
multi-modality approach
Elizabeth M. C. Hillman*
Department of Biomedical Engineering
Columbia University
Room 351L ET, 1210 Amsterdam Ave,
New York, NY 10027 [email protected]
Matthew Bouchard, Anna Devor,
Alex de Crespigny, David. A. Boas
Massachusetts General Hospital,
Martinos Center for Biomedical Imaging,
149 13th Street, Charlestown, MA 02129
Fig 2. Simultaneous
LOT &
electrophysiology:
40% isosurfaces show
depth-resolved (HbO)
hemodynamic
response to serial
tactile stimulus of 2
whiskers (D1 and δ).
Timecourses show the
peak HbR (blue),
HbT (green) and HbO
(red) responses.
Multi-unit activity
MUA and local field
potential LFP e-phys
recordings are also
shown:
III. VIDEO-RATE TWO-PHOTON MICROSCOPY
We developed a second imaging system to perform very rapid
full-frame 2-photon microscopy of the vascular compartments
in-vivo [7]. Our 2-photon system design is optimized for
in-vivo imaging and can currently acquire at up to 22 frames
per second. By injecting dextran-conjugated fluorescein
intravenously, the blood’s plasma can be visualized to depths
of ~500 µm in-vivo with ~2µm axial resolution.
Fig 3. Multi-scale
imaging of functional
hemodynamics: 2D
CCD imaging of the
hemodynamic response
to forepaw stimulus
reveals a region of
increased hemoglobin
absorption (top-left).
2-photon microscopy
then closely examines
the active region
(bottom). Repeatedly
imaging a frame
containing an artery,
vein and venule during
stimulus, we can extract
diameter, speed of flow,
and hematocrit changes.
Since red blood cells are not stained by the fluorescein, they
appear as dark shadows in a background of bright
fluorescence. It is therefore possible to image three different
aspects of blood flow using very rapid image-series: 1) The
speed of the red blood cells can be calculated, 2) the number
of red blood cells in the vessel at a given time (HbT(t) and
blood flow) and 3) the diameter of the vessels [10]. We have
observed robust changes in arteriole diameter, and venous
flow during stimulus response, and also employed calcium
sensitive dyes to allow simultaneous imaging of neuronal
firing and local hemodynamic changes on a micron scale.
While the depth penetration of 2-photon microscopy is
limited, we can compare results in the upper layers of the
cortex with the LOT results for the same superficial layers.
IV. SIMULTANEOUS 2D OPTICAL IMAGING AND FMRI
Since a major goal of our studies is to better
understand the neuronal origins of the BOLD effect in fMRI,
in order to properly link our optical imaging findings to fMRI
results, we also designed experiments to simultaneously
acquire optical and fMRI data during functional activation.
2D optical imaging prior to all our functional imaging studies
allows us to bridge results across modalities and verify that we
are indeed observing the same hemodynamic processes.
We designed a third system which consisted of a
CCD camera and a fiber-optic endoscope. A specially
designed MRI-compatible mount was used to hold a dielectric
mirror over the exposed cortex of the rat and the endoscope
both delivered light of either 570nm or 610nm, and also
relayed the image of the cortical surface back to the CCD
camera (Fig 4). Data acquisition was synchronized with a 4.7T
MRI scanner to allow simultaneous acquisition of the BOLD
signal with high resolution 2D hemodynamic imaging of the
same region during electrical whisker stimulation.
Fig 4. Simultaneous fMRI and optical imaging: (top) MRI-compatible
system for optical imaging of exposed cortex via a fiber-optic endoscope.
(middle), raw image through endoscope and peak hemodynamic response
distributions for HbR, HbO and HbT. (bottom) simultaneously acquired
fMRI results (left) oblique plane corresponding to cortical surface, (right)
coronal plane.
By combining multiple high-resolution optical imaging
techniques and exploiting the strengths of each, we have been
able to image the functional brain response to stimulus on
multiple length scales and with different contrast mechanisms.
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