This invention relates generally to magnetic resonance imaging (MRI), and more particularly the invention relates to the use of MRI in tracking magnetically labeled cells or objects in the presence of magnetic field inhomogeneity using positive contrast.
Magnetic resonance imaging (MRI) requires placing an object to be imaged in a static magnetic field, exciting nuclear spins in the object within the magnetic field, and then detecting signals emitted by the excited spins as they process within the magnetic field. Through the use of magnetic gradient and phase encoding of the excited magnetization, detected signals can be spatially localized in three dimensions.
Contrast agents incorporating super-paramagnetic iron-oxide (SPIO) nanoparticles have shown much promise as a means to visualize labeled cells using MRI. The small size of the particles (<100 nm) facilitates transport across cell membranes, and the low toxicity allows for large iron loads without significant cell death (e.g., 25 pg/cell). Labeling can be performed by incubating cells of interest (e.g., embryonic stem cells) with the contrast agent in vitro, as well as a transfection agent, so that they can be monitored in vivo using MRI. Cells such as macrophages can be labeled in vivo by introducing the contrast agent into the bloodstream, with the uptake of the agent occurring by phagocytosis, which has been used to image atherosclerosis and other inflammatory processes. In more advanced schemes, SPIO-protein complexes that bind to the receptors on specific cells have been used.
Imaging in the presence of severe magnetic field inhomogeneities has been very challenging for magnetic resonance imaging applications. The ability to image directly adjacent to metallic implants for example, has been very limited due to image distortion and markedly shortened T2*. In addition, detection of super-paramagnetic iron oxide particles (SPIO) or similar paramagnetic particles has gained tremendous interest for molecular imaging applications. Specific applications include detecting of antibodies tagged with SPIO's or stem cells labeled with SPIO particles. The ability to detect these targeted contrast agents with high sensitivity and specificity would have enormous impact in the areas of molecular imaging, which target in vivo cellular and molecular processes for detection and assessment of important diseases such as cancer, cardiovascular diseases, Alzheimer's disease, to name a few. The ability to detect and track stem cells is critical in the evaluation of new stem cell therapies currently being developed for numerous applications in the body including diabetes, Parkinson's disease, Alzheimer's disease, spinal cord injury, myocardial cell regeneration, to name a few.
Detection of SPIO and other highly paramagnetic particles has relied primarily on signal decay mechanisms, ie: T2* decay. Although effective, this method is relatively insensitive and non-specific. Thus, the conspicuity of collections of these particles visualized with T2* sensitive pulse sequences is limited by the fact that signal is dark in a background of bright signal in the remainder of the image.
A new approach to SPIO detection has been recently described by Cunningham et al (See Cunningham et al, MRM 2005, 53:999-1005 and copending application Ser. No. 10/849,068, filed May 18, 2004). This method exploits the off-resonance environment created by these particles. It does so by using specially designed RF pulses that transmit RF power with relatively narrow bandwidths centered near at a dominant off-resonance frequency created by the SPIO. In this way, only spins in the direct vicinity of the SPIO particles are excited, while the remainder of the image where there are no particles, remains dark. This creates “positive contrast” and creates images with very high conspicuity bright regions that correspond to the location of the SPIO particles.
The present invention utilizes positive contrast in imaging localized magnetic inhomogeneity. However, unlike the prior art which utilizes a spectrally-selective pulse to excite and refocus off-resonance spins adjacent to iron labeled cells, the invention utilizes a spectroscopic approach whereby multiple images are acquired at different time shifts, thereby utilizing positive and/or negative off-resonance from positive polar lobes and negative equatorial lobes of magnetic field perturbations surrounding a paramagnetic particle or other perturbation of the magnetic field.
In one embodiment, an on-resonance and two off-resonance signals are selected including a negative frequency offset signal due to negative equatorial lobes and a positive frequency offset due to the positive polar lobes. The off-resonance signals can be summed to identify the magnetic susceptibility labeled regions, The on-resonance signal provides accurate registration with anatomic images.
The invention and object and features thereof will be more readily apparent from the following detailed description and appended claims when taken with the drawings.
In accordance with the invention, the acquisition of multiple images at slightly different time echo time shifts, will allow the separation of on-resonance spins from off-resonance spins by encoding this information in the received signal. The excitation pulse can be a standard broadband excitation that will excite all spins. The separation of on- and off-resonance spins is then performed on the received signal.
Consider now the theory underlying the invention. Assume the presence of two or more species, at least one of which is on-resonance. One of the off-resonance species could be fat, in which case a fat image is obtainable along with a on-resonance image and a SPIO image, for example. The signal detected in a voxel containing these spins is
where p0 is the on-resonance component, and pm is the mth off-resonance component, m=1, . . . ,M. Δfm is the off-resonance frequency of the mth component, and tn (n=1, . . . ,N) is the echo time at which s(tn) was acquired. Equation one forms a simple set of linear complex equations, which can be written in matrix format,
S=Ap (2)
where S is the signal vector S=[s(t1) s(t2) . . . s(tn)], and p is the “species” vector, p=[p0 p1 . . . pM]T and A is the coefficient matrix,
noting that all elements of matrix A are known. Estimates of the on- and off-resonance components (p0 and p1) are then determined from the pseudo-inverse of equation 2, ie:
{circumflex over (p)}=(AHA)−1AHS (4)
providing estimates of the on- and off-resonance components of the signal in that voxel. It is very important to note that the estimates of on- and off-resonance components can be reconstructed with different presumed off-resonance frequencies (Δfm). In this way, multiple components may be determined from processing the same data with multiple different presumed frequency shifts.
For simplicity, consider only one off-resonance component, ie: M=1.The mathematics are only minimally more complex for multiple species.
s(tn)=p0+p1ei2πΔft
and the A matrix becomes,
A particularly useful combination occurs using symmetric frequency shifts, in the situation with a magnetic dipole which has both positive and negative components in the same (see below).
Magnetic Dipoles
The magnetic field disturbance for an infinite cylinder of radius R placed in a magnetic field B0 at an angle α to the main magnetic field is,
where Δχ is the susceptibility difference between the cylinder and the surrounding media, and the off-resonance frequency is given by the Larmor relation, ie:
The field distortion is maximized when α=π/2. For aluminum and water, the bulk susceptibility difference is approximately 2×10−5 ppm, such that the maximum frequency shift that could be expected at 1.5 T is approximately 630 Hz. Equation 7 is plotted in
As similar relationship occurs for a sphere located within a magnetic field, specifically,
Three Component Model
Noting that the spins outside a cylinder have “symmetric” areas of positive and negative off-resonance, a useful way to model the signal is with three components, one on-resonance and the other two, equal but opposite frequency shifts, ie:
s(tn)=p0+p+ei2πΔft
and the A matrix becomes,
Simulations were performed using the three-point model (equations 8 and 9) for a cylinder with susceptibility difference of 2×10−5 ppm between the surrounding spins which are assumed to have a uniform spin-density of one. The reconstruction was performed for the following resonant offsets: 400 Hz, 500 Hz, 600 Hz, and the results are plotted in
These simulations demonstrate the ability of this method to separate on-resonance from off-resonance spins. In this way, spins in the vicinity of areas of high susceptibility (e.g. adjacent to a SPIO particle) can be superimposed back onto the on-resonance image, perhaps with color-coding or other means to indicate a focus of high local susceptibility.
As shown in
The frequency response of this model was calculated and plotted in
Materials and Methods: Mouse skeletal myoblasts (C2C12; ATCC) were incubated with a mixture of SPIOs (100 ug/ml; Feridex; Berlex Laboratories) and protamine sulfate (2 ug/ml; American Pharmaceuticals Partner) in serum-free RPMI 1640 medium for 3 hrs, followed by 24 hrs of incubation in supplemented DMEM medium (Gibco, 10% FBS, 1% P/S). Afterwards, cells were harvested by trypsinization, washed three times with PBS, and resuspended in PCR tubes at different cell concentrations (0.5−2.5×106 cells/350 μl PBS). Tubes were embedded in 1% agar containing 0.5% copper sulfate.
Imaging was performed on a 1.5 T GE TwinSpeed 11.0 MR scanner (Waukesha, Wis.) using a product extremity coil. Proton density weighted FSE images were obtained with a modified FSE sequence capable of shifting echo with respect to the spin echo, creating relative phase shifts from off-resonance effects. Echo shifts were 0.0, 0.3, 0.6, 0.9 ms. TR/TEeff=2000/14.8 ms, BW=±20 kHz, 256×256 matrix size, FOV=10 cm, slice=5 mm, scan time=2:08 min. Complex source images were processed with software written in Matlab (Mathworks, Natick, Mass.) that uses Eq. 3 to separate on- from off-resonance signal.
Results:
The invention provides a new method for positive contrast imaging by separating signal from spins in regions of local off-resonance. This method encodes the off-resonance signal in complex images acquired at different echo times. Although this method requires a longer scan time to acquire multiple images, it has several important advantages over excitation methods. First, the reconstruction can retrospectively select different off-resonance frequencies, while excitation methods will fail if the wrong excitation frequency is chosen. Second, the separation approach provides an on-resonance image that acts as an anatomical reference as shown in
While the invention has been described with reference to specific embodiments, the description is illustrative of the invention and is not to be construed as limiting the invention. Various modifications and applications may occur to those skilled in the art without departing from the spirit and scope of the invention as defined by the appended claims.
Number | Name | Date | Kind |
---|---|---|---|
6788062 | Schweikard et al. | Sep 2004 | B2 |
20050136002 | Fossheim et al. | Jun 2005 | A1 |
20050261575 | Conolly et al. | Nov 2005 | A1 |
Number | Date | Country | |
---|---|---|---|
20070255131 A1 | Nov 2007 | US |