Ruiliang Bai1,2, Tim Bellay 3, Andreas Klaus3, Craig Stewart3, Sinisa Pajevic4, Uri Nevo5, Hellmut Merkle6, Dietmar Plenz3, and Peter J Basser1
1Section on Quantitative Imaging and Tissue Science, DIBGI, NICHD, National Institutes of Health, Bethesda, MD, United States, 2Biophysics Program, Institute for Physical Science and Technology, University of Maryland, College Park, MD, United States, 3Section on Critical Brain Dynamics, LSN, NIMH, National Institutes of Health, Bethesda, MD, United States, 4Mathematical and Statistical Computing Laboratory, Division of Computational Bioscience, Center for Information Technology, National Institutes of Health, Bethesda, MD, United States, 5Department of Biomedical Engineering, Tel-Aviv University, Tel-Aviv, Israel, 6Laboratory for Functional and Molecular Imaging, NINDS, National Institutes of Health, Bethesda, MD, United States
Synopsis
Several fMRI contrast
mechanisms have been proposed to measure neuronal activity more directly and
accurately than BOLD fMRI. Conclusive findings supporting these non-BOLD fMRI
methods have been difficult to obtain, mainly
because of the dearth of a reliable and robust test system to vet and validate them.
Here we describe the development and testing of a test bed for non-BOLD fMRI,
in which calcium fluorescence imaging and MR acquisition can be performed simultaneously
on the same organotypic cortical cultures. This experimental design makes it
possible to directly correlate any candidate fMRI signal to a robust optical
indicator of neuronal activity.Purpose
Several
functional magnetic resonance imaging (fMRI) contrast mechanisms including
diffusion,
1 phase imaging,
2 proton density,
3 etc. have been proposed to measure
neuronal activity more directly and accurately than BOLD fMRI. However, these
approaches have proven difficult to vet and validate because of the dearth of
reliable and robust test systems. At a minimum, such an fMRI test bed should
include (a) a well-characterized biological model of neuronal activity free of
hemodynamic and related confounds and artifacts, and (b) an independent
well-established and direct neurophysiological method to detect neuronal
activity simultaneously with fMR/fMRI acquisition. Here we describe the
development and testing of such a test bed for non-BOLD fMRI.
4
Methods
To achieve goal
(a), perfused organotypic rat cortex cultures that do not have a vascular
system were used. Organotypic cortical cultures largely maintain the in vivo cortical cytoarchitecture
including cortical layers and cortical cell types
4,5, and they display bursts of spontaneous
neuronal activity that is similar to
in-vivo nervous tissue.
6 To achieve goal (b), intracellular calcium
fluorescence imaging is performed simultaneously with MR measurements. As shown
in Fig. 1, organotypic cultures
were kept in a custom-machined environmental chamber to maintain the culture’s
vitality. The chamber was mounted on the top of a one-sided MR system with permanent magnets (0.32 T);
4,7 this MR system provides open
access to the tissue culture unlike conventional MRI scanners. An RF surface
coil was attached directly below the coverslips to transmit and receive MR
signals. An optical fluorescence microscope was mounted above the MR stage,
thus enabling calcium imaging from above the organotypic culture. One advantage of this optical system is its
long working distance objective (87mm with the 0.63× lens), which allows for a
gap between the permanent magnets and the fluorescence microscope.
Results
(1) MR acquisition
and analysis. The cultured tissue is first located by 1D profiling with a
spatial resolution of 40 μm (Fig. 2c). Diffusion MR (Fig. 2b and d) was performed prior to the simultaneous
fluorescence and MR recording; the diffusion-weighted signal decay was well
fitted by a bi-compartment model with the slow diffusion component fraction
~10.3 ± 3.1%. To test the performance of
the simultaneous fluorescence and MR experiments, a CPMG pulse sequence was
used for fast recording: TR = 1 s, 1200 echoes with τ = 30μs (Fig. 2a). The
decay curves in all the samples (n
=14) were fit well by a single-exponential function with T2eff = 59.0 ± 2.7ms, except for the faster decaying
part at echo time (TE) < 5ms with a fraction 2.5 ± 0.8% and relaxation time
< 10ms (Fig. 2e).
(2) Calcium imaging.
Fluorescence imaging was
acquired with 8.8 mm × 6.6 mm FOV and 10 frames per second. Three ROIs were selected in each cortical region (ROI 1–6), whose calcium
traces showed highly spontaneous neuronal activity across the two cortical
tissues. The background ROI 7 shows low fluorescence intensity without neuronal
activity information. The calcium signal from the entire tissue was used for
further correlation test with MR signals.
(3)
Time-series analysis pipelines. Two
MR CPMG parameters were defined: signal intensity I0, the average of the first 5th-100th
echoes (mean TE 3.2ms); decay ratio R, the weighting ratio between the
average of the 301rd-1200th and 5th-300th
echoes. The potential effects of
neuronal activity on the MR signal were tested by binning the MR signal itself
into two categories: active and resting states, based on its relative temporal
location to each neuronal activity event (Fig. 4). For Type 1, we hypothesized
that each neuronal activity event only affects the MR signal recorded after
each neuronal activity event in a time window T (0.1 - 1.0s). For Type 2, we hypothesized that each neuronal
activity event only affects the MR signal recorded within 2s before and
following each neuronal event. Each active MR was further binned into different
groups on the basis of how distant it was in time (Δ) from the neuronal activity event. Paired students t-Tests did not reveal any significant
correlation between neuronal activity and two MR CPMG parameters.
Conclusion and Discussion
Here we describe
the development and testing of a test bed for non-BOLD fMRI, in which
simultaneous fluorescence imaging and MR acquisition can be performed on live organotypic
cortical cultures. The reliability and performance of the proposed test bed was
demonstrated by a conventional CPMG MR sequence acquired simultaneously with
calcium imaging, which is a well-characterized means to measure neuronal
activity. This experiment design will make it possible to directly correlate other candidate
functional MR signals to the optical indicators of neuronal activity in future.
Acknowledgements
This work was supported by the Intramural
Research Program (IRP) of the Eunice
Kennedy Shriver National Institute of Child Health and Human Development
(NICHD), NIH. References
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