The present invention relates to ultrasound methods and apparatus for the identification and/or characterization of regions of altered stiffness in a target media, and more particularly, for the identification and/or characterization of ablated tissue.
Ablation therapy is a minimally-invasive clinical treatment in which target cells are destroyed via the introduction of localized extreme temperatures. Capable of being implemented through several different techniques, including cryosurgical, radiofrequency (RF), high intensity focused ultrasound (HIFU) methods, microwave and laser techniques, ablation procedures have become popular choices in the treatment of many soft-tissue cancers and cardiac arrhythmias. Vital to the success of any ablation procedure is the ability to precisely control lesion size. The induced lesion must be of adequate volume to completely destroy the target cancer or completely isolate the aberrant cardiac pathway. However, in order to minimize damage to surrounding healthy tissues, lesions should not be excessively large.
Several imaging modalities, including intracardiac echocardiography (ICE), conventional sonography, magnetic resonance imaging (MRI), and elastography, have been utilized in attempts to monitor ablation procedures. Sonography may not perform well in characterizing lesion size or boundaries during RF- or HIFU-based tissue ablations. In some B-Mode images, a hyper echoic region may be present post ablation that corresponds to gas bubbles formed during tissue vaporization. However, lesions are often formed without bubble creation, and, even when visible, these bubbles may not allow for lesion characterization with any degree of precision. Elastography and MRI have been used in the imaging of ablation lesions.
According to embodiments of the present invention, ultrasound methods of distinguishing ablated tissue from unablated tissue include scanning ablated tissue using Acoustic Radiation Force Impulse (ARFI) imaging. ARFI image data is generated based on the scanning. The image data includes a portion of increased stiffness representing the ablated tissue that is distinguishable from unablated tissue.
According to some embodiments, an ultrasound system for distinguishing ablated tissue from unablated tissue includes an ultrasound transducer array configured to scan ablated tissue using Acoustic Radiation Force Impulse (ARFI) imaging. A processor is configured to generate ARFI image data based on the scanning. The image data includes a portion of increased stiffness representing the ablated tissue that is distinguishable from unablated tissue.
According to further embodiments of the invention, methods of ablating tissue include ablating a portion of the tissue and scanning the tissue using Acoustic Radiation Force Impulse (ARFI) imaging to provide an ARFI image of the ablated portion of the tissue. Characteristics of the ablated portion of the tissue are identified using the ARFI image.
FIGS. 20A-B are ARFI images of lesion growth over two different 4 min intervals.
The present invention now will be described hereinafter with reference to the accompanying drawings and examples, in which embodiments of the invention are shown. This invention may, however, be embodied in many different forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art.
The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. As used herein, the singular forms “a”, “an” and “the” are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms “comprises” and/or “comprising,” when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.
It will be understood that, although the terms first, second, etc. may be used herein to describe various elements, components, regions, layers and/or sections, these elements, components, regions, layers and/or sections should not be limited by these terms. These terms are only used to distinguish one element, component, region, layer or section from another region, layer or section. Thus, a first element, component, region, layer or section discussed below could be termed a second element, component, region, layer or section without departing from the teachings of the present invention.
Unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the relevant art and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein. It will also be appreciated by those of skill in the art that references to a structure or feature that is disposed “adjacent” another feature may have portions that overlap or underlie the adjacent feature.
The present invention is described below with reference to block diagrams and/or flowchart illustrations of methods, apparatus (systems) and/or computer program products according to embodiments of the invention. It is understood that each block of the block diagrams and/or flowchart illustrations, and combinations of blocks in the block diagrams and/or flowchart illustrations, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer (such as an ultrasound device), and/or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer and/or other programmable data processing apparatus, create means for implementing the functions/acts specified in the block diagrams and/or flowchart block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instructions which implement the function/act specified in the block diagrams and/or flowchart block or blocks.
The computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer-implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions/acts specified in the block diagrams and/or flowchart block or blocks.
Accordingly, the present invention may be embodied in hardware and/or in software (including firmware, resident software, micro-code, etc.). Furthermore, the present invention may take the form of a computer program product on a computer-usable or computer-readable storage medium having computer-usable or computer-readable program code embodied in the medium for use by or in connection with an instruction execution system. In the context of this document, a computer-usable or computer-readable medium may be any medium that can contain, store, communicate, propagate, or transport the program for use by or in connection with the instruction execution system, apparatus, or device.
The computer-usable or computer-readable medium may be, for example but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, device, or propagation medium. More specific examples (a non-exhaustive list) of the computer-readable medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or Flash memory), an optical fiber, and a portable compact disc read-only memory (CD-ROM). Note that the computer-usable or computer-readable medium could even be paper or another suitable medium upon which the program is printed, as the program can be electronically captured, via, for instance, optical scanning of the paper or other medium, then compiled, interpreted, or otherwise processed in a suitable manner, if necessary, and then stored in a computer memory.
Embodiments of the invention may be carried out on human subjects for diagnostic or prognostic purposes, and may be carried out on animal subjects such as dogs and cats for veterinary purposes.
Numerous variations and implementations of the instant invention will be apparent to those skilled in the art. Ultrasound apparatus is known, and is described in, for example, U.S. Pat. No. 5,487,387 to Trahey et al.; U.S. Pat. No. 5,810,731 to Sarvazyan and Rudenko; U.S. Pat. No. 5,921,928 to Greenleaf et al.; M. Fatemi and J. Greenleaf, Ultrasound-stimulated vibro-acoustic spectrography, Science, 280:82-85, (1998); K. Nightingale, Ultrasonic Generation and Detection of Acoustic Streaming to Differentiate Between Fluid-Filled and Solid Lesions in the Breast, Ph.D. thesis, Duke University, 1997; K. Nightingale, R. Nightingale, T. Hall, and G. Trahey, The use of radiation force induced tissue displacements to image stiffness: a feasibility study, 23rd International Symposium on Ultrasonic Imaging and Tissue Characterization, May 27-29, 1998; K. R. Nightingale, P. J. Kornguth, S. M. Breit, S. N. Liu, and G. E. Trahey, Utilization of acoustic streaming to classify breast lesions in vivo, In Proceedings of the 1997 IEEE Ultrasonics Symposium, pages 1419-1422, 1997; K. R. Nightingale, R. W. Nightingale, M. L. Palmeri, and G. E. Trahey, Finite element analysis of radiation force induced tissue motion with experimental validation, In Proceedings of the 1999 IEEE Ultrasonics Symposium, page in press, 1999; A. Sarvazyan, O. Rudenko, S. Swanson, J. Fowlkes, and S. Emelianov, Shear wave elasticity imaging: A new ultrasonic technology of medical diagnostics, Ultrasound Med. Biol. 24:9 1419-1435 (1998); T. Sugimoto, S. Ueha, and K. Itoh, Tissue hardness measurement using the radiation force of focused ultrasound, In Proceedings of the 1990 Ultrasonics Symposium, pages 1377-1380, 1990; and W. Walker, Internal deformation of a uniform elastic solid by acoustic radiation force, J. Acoust. Soc. Am., 105:4 2508-2518 (1999). The disclosures of these references are to be incorporated herein by reference in their entirety for their teaching of various elements and features that may be used to implement and carry out the invention described herein.
Although embodiments according to the invention are described herein with respect to examples of ARFI imaging of organs such as hearts and livers, it should be understood that the present invention may include ARFI imaging of other organs, and in particular, of soft tissue organs having ablated tissue. According to embodiments of the present invention, ultrasound transducers configured for ARFI imaging may be positioned on or inside of organs, for example, using ultrasound transducers carried by delivery devices, such as catheters or endoscopes. Ultrasound transducers may be positioned inside body cavities, blood vessels and/or ducts, on body tissue or organs, or externally to the patient. In accordance with embodiments of the invention, in vivo and/or ex vivo ARFI imaging may be performed.
Acoustic Radiation Force Impulse (ARFI) imaging generally refers to ultrasound techniques using both relatively high energy “pushing” pulses that can induce a physical displacement of the tissue and relatively low energy “tracking” pulses. Examples of ARFI imaging techniques are described herein and in U.S. Pat. No. 6,371,912 to Nightingale, the disclosure of which is hereby incorporated by reference in its entirety.
The ablated tissue 10A may be ablated by the optional ablation element 14, or the ablated tissue 10A may be ablated by an ablation element provided as part of another device. The ablation element 14 may be controlled by the processor circuit 15, or a separate controlling circuit may be provided. The ablation element 14 can be any suitable ablation element, including ablation elements configured to ablate tissue using cryosurgical, radiofrequency (RF), chemical, high intensity focused ultrasound (HIFU) methods, microwave and/or laser techniques. In some embodiments, the ablation element 14 is a separate ultrasonic ablation device, such as a HIFU transducer. However, the ablation element 14 may be provided as part of the transducer array 20. For example, the same transducer elements of the transducer array 20 may be used to both ultrasonically ablate the tissue and to perform ARFI and/or conventional B-mode ultrasound imaging. As another example, the transducer array 20 can include some transducer elements configured to ultrasonically ablate tissue and other transducer elements configured for ARFI and/or B-mode ultrasound imaging.
In the configuration illustrated, for example, in
The ARFI ultrasound imaging data can be used to provide a two- or a three-dimensional image.
In some embodiments, the ablation element 14 is omitted. The ablated tissue 10A can be a region of tissue 10 that is ablated in a procedure prior to an ARFI ultrasound scan. In some cases, it may be advantageous to monitor the ablated tissue 10A over time to determine if a change has occurred. For example, if the ablated tissue 10A heals over time, another ablation procedure may be desired. Changes in the size, the shape and/or the position of the ablated tissue 10A may be determined based on comparing the ARFI images taken at different times. In some embodiments whether or not the ablation element is not omitted, the ARFI image can be utilized during and or after the ablation procedure to ascertain if all of the target tissue (i.e. cancer or arrhythmogenic tissue) has been successfully destroyed.
The transducer array 20 and/or the ablation element 14 can be mounted on the delivery device 13. The delivery device 13 can be a device configured to internally scan tissue in vivo, such as a catheter or endoscope. In some embodiments, the ablation element 14 and the transducer array 20 are mounted on the same catheter or endoscope. However, it should be understood that external scanning may also be performed.
The ultrasound transducer array 20 is configured to provide ARFI imaging data, and may be a one-dimensional array or a two-dimensional array. As illustrated in
Information received by receive circuit 22 can be stored in a memory device 30 such as a random access memory or other suitable memory device, which can store both initial and displaced positions of target regions. A signal processing device or signal processor 31 is operatively associated with the memory device 30, and serves as a means for generating initial images for particular forced regions and a single combined image for a plurality of forced regions.
ARFI imaging can include one or more of the following:
(a) delivering a set of tracking pulses from a plurality of transducer elements in an ultrasound transducer array to one or a plurality of target regions in a two-dimensional plane within the medium to detect an initial positions for the one or plurality of target regions;
(b) storing the echoes that reflect the initial positions for the one or plurality of target regions; then
(c) delivering a first set of pushing pulses from the plurality of transducer elements to a forcing region among the target regions to displace the target regions to subsequent (e.g., displaced) positions;
(d) delivering a second set of tracking pulses from the plurality of transducer elements in the ultrasound transducer array to the one or plurality of target regions to detect subsequent positions for the one or plurality of target regions,
(e) storing the echoes that reflect the displaced positions for the one or plurality of target regions;
(f) repeating steps (a) through (e) in a series of cycles, with the pushing and tracking pulses being delivered from a different plurality of transducer elements or the same plurality of transducer elements in the array to a different forcing region, and optionally to a plurality of different target regions, during each of the cycles;
(g) generating a two-dimensional displacement map from each of the initial positions and displaced positions for each of the forcing regions to produce a plurality of two-dimensional displacement maps; and then
(h) combining the plurality of two-dimensional displacement maps into a single combined image, with a region of increased stiffness being indicated by a region of decreased displacement within the combined image, or a region of decreased stiffness being indicated by a region of increased displacement within the combined image.
Step (d) above may optionally be carried out while concurrently delivering an interspersed set of pushing pulses to the forcing region to reduce the return of the target regions from the displaced positions to the initial positions.
Steps (a) through (e) above may be completed in a total of 50, 25 or 10 milliseconds or less for each cycle (i.e., each forced region). A cycle of steps (a) through (d) may be completed in 15 milliseconds or less.
In some embodiments, the pushing pulses are delivered before the first set of tracking pulses, the initial positions are displaced positions, and the second positions are relaxed positions. In another embodiment, the pushing pulses are delivered between the first and second set of pulses, the initial positions indicate the relaxed positions, and the second positions indicate the displaced positions.
As shown in Block 42 of
Embodiment according to the invention can be implemented on a Siemens Elegra or Antares ultrasound scanner, modified to provide control of beam sequences and access to raw radio frequency data. Siemens 75L40, VF105, VF73, CH62, AcuNav, and similar transducers may be used as the transducer array.
Particular embodiments of the invention may be carried out as follows:
First, a group of low intensity “tracking lines” that interrogate the tissue surrounding the position of interest are fired and stored for tissue initial position reference.
Second, a series of one or more focused, high intensity “pushing lines” is fired along a single line of flight focused at the position of interest.
Third, the original group of tracking lines is fired again, in order to determine the relative motion caused by the radiation force associated with the pushing lines. These tracking lines may optionally be interspersed with pushing lines in order to reduce or avoid relaxation of the tissue.
Fourth, each tracking line is divided into sequential axial search regions, and the displacements of the tissue within each search region are determined. A number of different motion tracking algorithms can be used to determine the relative motion, or displacement, between the initial reference tracking lines and the second set of tracking lines fired after radiation force application. Examples include, but are not limited to, cross correlation and Sum Absolute Difference (SAD). The a priori knowledge of the direction of motion reduces the algorithm implementation time.
Steps 1-4 above may be accomplished in 50, 25 or 10 milliseconds or less. The results of step 4 are used to generate a two-dimensional displacement map of the region of tissue surrounding the position of interest (or force location).
Fifth, steps 1 through 4 can be repeated, cyclically, for a plurality of force locations within a larger two-dimensional imaging plane. The number of forcing locations and the spatial distribution of the forcing locations may be determined by (among other things) the specific transducer, transmit parameters, and the size of the region of interest to be interrogated. The same or different sets of elements within the transducer array may be used for the tracking pulses with each force location.
Sixth, each of the two dimensional displacement maps (each of which may be generated before, during or after subsequent cyclical repeatings of steps 1-4) can be combined into a single image (which may or may not be displayed on a video monitor, printer or other such display means). Signal processing such as averaging of collocated regions, and/or some type of normalization to account for the displacement generated in a homogeneous region of tissue, may be employed.
Note that it is also possible with certain embodiments of the invention to monitor the displacement of the tissue over time, both while the force is being applied (by interspersing the pushing lines and the tracking lines), and after cessation of the high intensity pushing lines or pulses. This is accomplished by firing the group of tracking lines repeatedly at the desired time intervals, and evaluating the changes in the displacement maps over time.
With reference to
It has been observed that some tissues exhibit strain-stiffening behavior (e.g., ablated tissue) whereas other tissues do not (e.g., nonablated tissue). Therefore, in methods intended to characterize the stiffness of tissue, it is often advantageous to pre-compress the tissue. This has the effect of increasing the contrast between the different tissue types (Krouskop et. al., Elastic Moduli of Breast and Prostate Tissues Under Compression, Ultrasonic Imaging 20, 260-274 (1998)).
For clarity, the interrogation of a two-dimensional plane with multiple pushing locations (the axial/azimuthal plane-see
When using the ultrasound transducer array to either generate the high intensity pushing pulses, or the displacement tracking pulses, a set of multiple elements may be used to generate each line. The set of elements that is used can either comprise all of the elements in the transducer array, or include only a subset of the elements. The specific elements that are active for each transmit pulse is dictated by the desired focal depth, resolution, and depth of field for each line. According to a particular embodiment, the pushing beams can be tightly focused, therefore a fairly large number of elements can be used to generate each pushing beam.
The spatial peak temporal average intensities required to generate detectable displacements in tissue vary depending upon the tissue acoustic and mechanical characteristics. They can be from 10 W/cm2 to 4000 W/cm2, with higher intensities being associated with better Signal-to-Noise-Ratios (SNRs). A trade-off exists, however, between increasing acoustic energy deposition and the potential for tissue heating, which should preferably be minimized. The intensities can be comparable to those used for HIFU (High Intensity Focused Ultrasound) imaging (up to 4000 W/cm2); however, the duration of the application in a specific spatial location may be much smaller (up to 15 milliseconds for ARFI, compared to a few seconds for HIFU). Given the short application time in a single location, the required energy should not pose a significant risk to the patient.
The high intensity acoustic energy can be applied by using a series of multiple, relatively short duty cycle pulses (i.e. 40 pulses, each 10 microseconds long, applied over a time period of 10 milliseconds). ARFI can also be accomplished by delivering the same amount of acoustic energy in a much shorter time period using a single long pulse (i.e. 1 pulse, 0.4 milliseconds long). An important issue is delivering the required amount of acoustic energy to the tissue to achieve a given displacement, which can be accomplished using any number of pulsing regimes. One mode of implementation is to use a single, long pulse (i.e. 0.5 milliseconds), to achieve the initial displacement, and then to intersperse some of the shorter duty cycle (i.e. 10 microseconds) high intensity pulses with the tracking pulses to hold the tissue in its displaced location while tracking. This may reduce the amount of time required at each pushing location, and thus reduce the potential for tissue heating, while at the same time still achieving the desired tissue displacements. The use of a single, long pulse may, however, require additional system modifications. It may, for example, require the addition of heat sinking capabilities to the transducer, as well as modification of a standard power supply to allow the generation of longer pulses.
The displacement data from each pushing location can be combined to form a single image. In order to achieve a uniform image, normalization may be useful. There are three features may benefit from normalization: 1) attenuation, 2) pushing function shape and non-uniformity, and 3) time of acquisition of tracking lines. Each of these features may be normalized out of the image, such that an ARFI image of a homogeneous region of tissue will appear uniform.
It should be understood that various configurations of transducers can be provided on catheters that can be used to provide images using Acoustic Radiation Force Imaging (ARFI). For example, in some embodiments according to the invention, a transducer array having any one of or any combination of the following configurations can be provided on an external ultrasound transducer array or an internal array, such as a catheter or endoscope transducer. For example, sector scanning may be used along one or more axis. Rectilinear or curvilinear scanning may be used along one or more axis. Doppler may or may not be used with pulse wave or color flow ultrasound. Elastography vibration may or may not be used. Ultrasound ARFI imaging may also be combined with drug therapy, ablation and/or hyperthermia treatment techniques, for example, to monitor, evaluate and/or characterize the results of treatment. Three dimensional scanning and/or high intensity focused ultrasound (HIFU) may also be used.
Embodiments according to the present invention are discussed below with respect to the following non-limiting examples.
Acoustic Radiation Force Impulse (ARFI) imaging techniques were used to monitor radiofrequency (RF) ablation procedures in in vivo sheep hearts. Additionally, ARFI M-Mode imaging methods were used to interrogate both healthy and ablated regions of myocardial tissue. While induced cardiac lesions were not visualized well in conventional B-Mode images, ARFI images of ablation procedures allowed determination of lesion size, location, and shape through time. ARFI M-Mode images were capable of distinguishing differences in mechanical behavior through the cardiac cycle between healthy and damaged tissue regions. As conventional sonography is often used to guide ablation catheters, ARFI imaging may be a convenient modality for monitoring lesion formation in vivo.
Imaging/Data Acquisition
Experiments were performed with a Siemens Antares scanner (Siemens Medical Solutions USA, Inc., Ultrasound Division, Issaquah, Wash.) that has been modified to provide users with the ability to specify acoustic beam sequences and intensities, as well as access raw radio frequency data. A Siemens VF10-5 linear array was used to acquire data. This array consists of 192 elements, each 5 mm tall and approximately 0.2 mm wide. A fixed-focus acoustic lens is used in the elevation direction, while focusing in the lateral dimension is achieved electronically via the application of appropriate delays to each active element.
Beam sequences during ARFI data collection consisted of both tracking and pushing beams. The tracking beams were standard B-mode pulses (6.67 MHz center frequency, F/1.5 focal configuration, apodized, pulse repetition frequency (PRF) of 10.6 kHz, with a pulse length of 0.3 μs). The system utilizes dynamic focusing in receive such that a constant F/number of 1.5 is maintained. The beamwidth of the tracking beam can be calculated as λ*F/number, or 0.35 mm. The pushing beam aperture was unapodized with a F/1.5 focal configuration, a center frequency of 6.67 MHz, and a pulse length range of 45-75 μs. The shape of the focal region of the pushing beams is oblong (approximately 4 mm axially, and 0.45 mm laterally and in elevation) and fairly complex. Echoes from pushing pulses were not processed.
ARFI images were generated using 72 pushing locations at focal depths of 10 or 15 mm. Pushing locations were separated laterally by a distance of 0.28 mm, resulting in a lateral region of interest (ROI) of 19.9 mm. At each pushing location both tracking and pushing beams were fired along the same line of flight, as in typical A-line interrogation. The first beam fired was a tracking beam used as a reference to record initial tissue position. Next, a pushing beam was fired that generated an impulse of radiation force. Following the pushing beam, 50 tracking beams were fired at a pulse repetition frequency (PRF) of 10.6 kHz to allow for the measurement of the temporal response of the tissue. Each location was imaged for 5.0 ms,allowing for data from all 72 pushing locations to be acquired in 360 ms.
ARFI M-Mode images were produced using ARFI pulse sequences fired repeatedly along the same line of flight. Pulse sequences were similar to those previously described, with the exception being that significantly more tracking beams were utilized. Three-line ARFI M-Mode images were created by alternating target location between three pre-determined regions of tissue. Each target region was investigated for 10 ms, meaning that each tissue region received an impulse of radiation force every 30 ms. System limitations constrained the number of total beams available for use, and thus the entire viewing window for each of the three locations was 0.64 s. Images were constructed by demultiplexing data such that investigations from the same location were grouped together. Each column in the M-Mode images represents the processed RF data from the 6th tracking beam from each investigation, which generally corresponds to the peak tissue displacement in these data sets.
Prior to off-line processing, a 2 ms linear motion filter was applied to raw RF echo data to remove artifacts stemming from cardiac motion. Data was processed by performing 1-D cross-correlation in the axial dimension between sequentially acquired tracking lines. Each tracking line was divided into a series of search regions, and the location of the peak in the cross-correlation function between a 0.25 mm kernel in the first tracking line and a search region in the next tracking line was used to estimate axial tissue displacement in that region. The kernel regions overlapped one another by 75%.
Selected images were processed using time-gain compensation (TGC) techniques in order to smooth focal gains in displacement located in the focal region of the pushing beams. Average displacements were calculated at each axial depth in the data set and were then normalized relative to each other. Raw displacement data at each axial depth was then divided by the appropriate value to apply a laterally-uniform and axially-varying gain. This technique is used to improve contrast in the image, and also reveals details that would otherwise be lost due to strongly spatially-varying brightness. This processing algorithm may preferably be performed immediately following the removal of radiation force, before significant wave propagation commences in the medium.
Experimental Setup and Procedure
Two sheep were used in this study approved by the Institutional Animal Care and Use Committee at Duke University conforming to the Research Animal Use Guidelines of the American Heart Association. Anesthesia was induced and maintained with isoflurane gas (1-5%). After intravenous (IV) access was obtained, the animal was placed on its left side on a water-heated thermal pad. A tracheostomy was performed and the animal was mechanically ventilated with 95-99% oxygen. To prevent rumenal typany, a nasogastric tube was passed into the stomach. A lateral thoracotomy was performed to expose the heart. A femoral arterial line was placed on the left side via a percutaneous puncture. Electrolyte and respirator adjustments were made based on serial electrolyte and arterial blood gas measurements. An IV maintenance fluid with 0.9% sodium chloride was in-fused continuously. Blood pressure, lead II ECG, and temperature were continuously monitored throughout the procedure.
An RF-ablation system (Model 8002, Cardiac Pathways Corporation, Sunnyvale, Calif.) was used to create cardiac lesions. The system utilized a 10 French ablation catheter, which was inserted into the heart via the femoral artery. Lesions were created at various left ventricular locations using system power settings of 12-17 W and ablation durations of 50-70 s. Temperatures at the tissue-catheter interface were not available due to limitations imposed by the ablation system.
Experiments were performed with a hand-held transducer placed directly on the heart of the sheep. During the first trial, B-Mode and ARFI images of regions of interest were acquired both before and after ablations had occurred. During the second trial, B-Mode and ARFI images were acquired before, during, and after ablation procedures. ARFI images were acquired every seven seconds during ablations, with ARFI images from each data set being displayed on a laptop computer adjacent to the operating table within one second of acquisition. During each acquisition, B-Mode data was first obtained in its entirety (taking approximately 15 ms), followed by ARFI data.
ARFI M-Mode investigations were conducted on both healthy and damaged regions of sheep myocardium. Three-line ARFI M-Mode images were created by varying the location of interrogation between three predetermined tissue regions, then demultiplexing the data into images from each location. Each line of the images is the 6th tracking echo (fired 0.5 ms after the pushing pulse), meaning that the complete images show how each tissue region's response to the same impulse of radiation force changes with time during the 0.64 s investigation window.
Upon completion of imaging, the hearts were resected and examined. Lesion sites were exposed, with care being taken to slice tissues in the approximate imaging plane of the ARFI and B-Mode images. Photographs were taken to document lesion size, shape, and location.
Results
Results from the first trial are presented in
After one 60 s ablation procedure, a second ARFI displacement image was acquired
The results from the second sheep trial are shown in
In the reference B-Mode image shown in
In contrast with the B-Mode images, the ARFI displacement images depicted in
A photograph of the ablated tissue region from the second sheep trial is shown in
In
Discussion
It has been demonstrated that ARFI imaging is capable of detecting cardiac tissue mechanical properties in vivo to investigate a beating heart. From the resulting data, anatomical features can be visualized, such as as blood-tissue interfaces, as well as view both the spatial and temporal responses of the myocardium to the applied acoustic radiation force. Although the transducer was placed directly on the heart through an open chest, more clincally-realistic procedures can be developed by using a phased array to image transcutaneously.
The application of high-intensity ultrasound pulses in the frequency range of 1-4 MHz can alter the performance of a frog heart, potentially causing either a premature ventricular contraction or a reduction in aortic pressure. Although aortic pressure was not monitored during our experiments, the ECGs of the animals were monitored continuously. During standard ARFI acquisitions (not during the ablation procedures), observations revealed no arrhythmias in the ECGs of the animals. In addition, during the first trial (when data was acquired only at times when ablation procedures were not being performed) no arrhythmias were apparent in the animal's ECG. Although the use of ARFI on a living sheep heart appeared to be safe during our experiments, further investigation into the safety of ARFI imaging of cardiac tissue may be needed.
The results presented demonstrate that although conventional sonography failed to visualize induced cardiac lesions, ARFI imaging appears to be a promising modality for monitoring cardiac RF ablation therapy in vivo. The ability of ARFI imaging to distinguish thermal lesions effectively stems from the large increase in their elastic modulus relative to untreated tissue. Assuming a uniform distribution of radiation force, stiffer lesions will displace less than healthy tissues. (This is verified by the results in
As demonstrated in
One of the challenges involved with utilizing ARFI imaging to monitor lesion formation in vivo is the motion associated with the beating of the heart. During systole and diastole, the lesion being monitored may move in and out of the imaging plane of the transducer. However, as demonstrated by
The displacements shown in the ARFI images presented in
During the (non- M-Mode) ARFI data aquisition in this study, 50 tracking beams were fired consecutively after each pushing beam at a PRF of 10.6 kHz. The images provided in this example were produced by analyzing the echoes from the sixth tracking beam at each pushing location, providing a snapshot in time of each tissue region's response to the radiation force impulse. In addition to viewing these snapshots, the entire temporal response of the tissue to the applied radiation force can also be viewed by processing all 50 tracking beams into one movie. Experience in our laboratory indicates that lesion boundaries, as well as other tissue mechanical properties, may be visualized effectively in this manner.
The ability of ARFI imaging to monitor the ablation of soft tissues both ex vivo and in vivo was investigated. Thermal lesions were induced both in freshly excised bovine liver samples and in myocardialtissue of live sheep. While conventional sonography was unable to visualize induced lesions, ARFI imaging was capable of monitoring lesion size-and boundaries. Agreement was observed between lesion size in ARFI images and in results from pathology.
Imaging/Data Acquisition
Experiments were performed with a Siemens Antares scanner (Siemens Medical Solutions USA, Inc., Ultrasound Division, Issaquah, Wash.) that has been modified to provide users with the ability to specify acoustic beam sequences and intensities, as well as access raw radio frequency data. A Siemens VF10-5 linear array was used to acquire data. Beam sequences during ARFI data collection consisted of both tracking and pushing beams. The tracking beams were standard B-mode pulses (6.67 MHz center frequency, F/1.5 focal configuration, apodized, pulse repetition frequency (PRF) of 10.6 KHz, with a pulse length of 0.3 μs). The system utilizes dynamic focusing in receive such that a constant F/number of 1.5 is maintained. The pushing beam aperture was unapodized with a F/1.5 focal configuration, a center frequency of 6.67 MHz, and a pulse length range of 45-75 μs.
ARFI images were generated using 64-72 pushing locations at focal depths of 10, 15, or 20 mm. At each pushing location both tracking and pushing beams were fired along the same line of flight, as in typical A-line interrogation. The first beam fired was a tracking beam used as a reference to record initial tissue position. Next, a pushing beam was fired that generated the impulse of radiation force. Following the removal of the radiation force, 50 tracking beams were fired to allow for the measurement of the temporal response of the tissue. Data was processed by performing 1-D cross-correlation in the axial dimension between sequentially acquired tracking lines. Each tracking line was divided into a series of search regions, and the location of the peak in the cross-correlation function between a 0.25 mm kernel in the first tracking line and a search region in the next tracking line was used to estimate axial tissue displacement in that region. The kernel regions overlapped one another by 75%.
In the in vivo study, a 2 ms linear motion filter was applied to raw RF echo data prior to off-line processing to remove artifacts stemming from cardiac motion.
Experimental Setup and Procedure
The ex vivo experiment involved the use of fresh bovine liver samples obtained from a butcher. Liver was soaked in degassed water to remove air pockets. A thin layer of plastic film was placed tightly over the liver sample and attached to the sound-absorbing resting pad in order to mechanically stabilize the sample. An RF-ablation system (Model 8002, Cardiac Pathways Corporation, Sunnyvale, Calif.) with a French catheter was used to induce lesions in the sample. The ablation catheter was inserted through the top of the water tank into the liver sample parallel to the elevation plane of the image. After confirming the desired placement of the catheter, it was raised in the elevation direction such that it was not visualized in either the B-mode or the ARFI images. A reference data series was then acquired. The catheter was then re-lowered into the imaging plane of the transducer, approximately 2 cm deep in the liver sample. An ablation procedure was performed by applying 17 Watts of power to the tissue for 60 seconds, which resulted in a peak tissue temperature of roughly 85° C. Upon completion of ablation, the catheter was returned to its reference position (marked reference lines on the catheter stem allowed for it to be accurately returned to its original position). The plastic film holding the liver to the resting pad was sufficiently taut to ensure that the sample did not move during this process. A second B-mode and ARFI data series was then obtained. This process was repeated for a second RF-ablation session, and a third data series was acquired.
In the in vivo study, two sheep were used as approved by the Institutional Animal Care and Use Committee at Duke University conforming to the Research Animal Use Guidelines of the American Heart Association. The ablation catheter was inserted into the left ventricle via the femoral artery. Lesions were created in the lateral wall of the left ventricle using system power settings of 12-17 W and ablation durations of 50-70 s. Temperatures at the tissue catheter interface were not available due to limitations imposed by the ablation system.
Experiments were performed with a hand-held transducer placed directly on the beating heart of the sheep through an open chest. During the first sheep experiment, B-Mode and ARFI images of regions of interest were acquired both before and after ablations had occurred. During the second sheep experiment, B-Mode and ARFI images were acquired before, during, and after ablation procedures.
Results
Results from the ex vivo experiment are shown in
ARFI images centered in the corresponding B-Mode images are shown in
As shown in
Upon completion of the ablation procedure, the liver sample was sliced in the approximate imaging plane of the transducer and examined. A palpable lesion (shown in the photograph provided in
Results from the first sheep experiment are presented in
After one 60 second ablation procedure, a second ARFI image was acquired (
The results from the second sheep trial are shown in
Discussion
It has been demonstrated that ARFI imaging is capable of detecting cardiac tissue mechanical properties in vivo. ARFI imaging was used to investigate a beating heart. From the resulting data anatomical features can be visualized, such as blood-tissue interfaces, as well as view both the spatial and temporal responses of the myocardium to the applied acoustic radiation force. Initial indications suggest that ARFI can be used safely to investigate a living heart, as no arrhythmias were detected in the ECG of the animal at any point during data acquisition. Although in our experiment the transducer was placed directly on the heart through an open chest, more clincally-realistic procedures can be adapted to easily by using a phased array to transmit transcutaneously through the rib cage.
The results presented indicate that, although conventional sonography fails to visualize induced thermal lesions, ARFI imaging is a promising modality for monitoring RF ablation therapy in vivo. The ability of ARFI imaging to distinguish lesions effectively stems from the large increase in their elastic modulus relative to untreated tissue. As a result, lesions are affected little in comparison to healthy tissues by applied radiation forces, and thus show up as regions of relatively smaller displacements in ARFI images. As conventional sonography is often used to guide ablation catheters, ARFI imaging may be a convenient modality for monitoring lesion formation.
The ability of acoustic radiation force impulse (ARFI) imaging to visualize thermally- and chemically-induced lesions in soft tissues was investigated. Lesions were induced in freshly excised bovine liver samples. Chemical lesions were induced via the injection of formaldehyde, and thermal lesions were created using a radiofrequency ablation system. While conventional sonography was unable to visualize induced lesions, ARFI imaging was capable of monitoring lesion size and boundaries. Agreement was observed between lesion size in ARFI images and in results from pathology. ARFI imaging may be a promising modality for monitoring lesion development in situations where sonography is already involved as a guiding mechanism, such as in procedures requiring precise catheter placement.
Experiments were performed with a Siemens Anteres scanner (Siemens Medical Solutions USA, Inc., Ultrasound Division, Issaquah, Wash.) that has been modified to provide users with the ability to specify acoustic beam sequences and intensities. In addition, the machine has been altered such that users are capable of accessing raw radiofrequency data. A Siemens VF10-5 linear array was used to acquire data. This array consists of 192 elements, each 5 mm tall and approximately 0.2 mm wide. A fixed-focus acoustic lens is used in the elevation direction, while focusing in the lateral dimension is achieved electronically via the application of appropriate delays to each active element.
Beam sequences during the ARFI data collection consisted of both tracking and pushing beams. The tracking beams were standard B-Mode pulses (6.67 MHz center frequency, F/2 focal configuration, apodized, pulse repetition frequency (PRF) of 10.6 kHz, with a pulse length of 0.3 μs). The system utilizes dynamic focusing in receive such that a constant F/number of 2 is maintained. The beamwidth of the tracking beam can be calculated as λ*F/number, or 0.46 mm. The pushing beam aperture was unapodized with a F/1.5 focal configuration, a center frequency of 6.67 MHz, and a pulse length of 45 oe s. The shape of the focal region of the pushing beams is oblong (approximately 4 mm axially, and 0.45 mm laterally and in elevation) and fairly complex. Echoes from pushing pulses were not processed.
ARFI images were generated using 54 pushing locations at a focal depth of 20 mm. Pushing locations were separated laterally by a distance of 0.28 mm, resulting in a lateral region of interest (ROI) of 15.4 mm. At each pushing location both tracking and pushing beams were fired along the same line of flight, as in typical A-line interrogation. The first beam fired was a tracking beam used as a reference to record initial tissue position. Next, a pushing beam was fired that generated the impulse of radiation force. Following the removal of the radiation force, 50 tracking beams were fired to allow for the measurement of the temporal response of the tissue. Each pushing location was imaged for 4.9 ms, allowing for data from all 54 pushing locations to be acquired in 265 ms.
Raw RF echo data were processed off-line by performing 1-D cross-correlation in the axial dimension between sequentially acquired tracking lines. Each tracking line was divided into a series of search regions, and the location of the peak in the cross-correlation function between a 0.25 mm kernel in the first tracking line and a search region in the next tracking line was used to estimate axial tissue displacement in that region. The kernel regions overlapped one another by 75%.
Experimental Setup and Procedure
Several trials of chemical and thermal ablation experiments were conducted. The chemical ablation procedures involved using formaldehyde as a cross-linking agent to create subdermally-located stiff inclusions in fresh bovine liver samples obtained from a butcher. Although ethanol would be a more clinically-relevant chemical agent than formaldehyde, most procedures involving ethanol injection treat carcinomas of sizes on the order of 3 cm with chemical volumes on the order of 6-25 ml, whereas a formaldehyde injection of significantly less volume could induce a lesion of similar size. An advantage of formaldehyde was thus the ability to create a lesion while injecting a minimal amount of fluid into the liver sample. In addition, our laboratory experience suggests that the fast-acting nature of formaldehyde allows for it to create lesions of more predictable size and shape when compared to similar trials involving ethanol injection. As the purpose of this study was to demonstrate the feasibility of using ARFI imaging to visualize necrotic tissue regions, the formaldehyde serves as a suitable substitution for ethanol.
The crosslinking ability of the aldehyde family, most notably glutaraldehyde, has been verified in previous studies. When aldehydes are introduced into collagenous tissues, exposed regions will exhibit an increased Young's modulus and an increased bending stiffness due to aldehyde fixation. The result is a localized stiffened region surrounded by unaffected tissue. Although glutaraldehyde is known to be the most efficient generator of chemically and thermally stable cross-links in the aldehyde family, formaldehyde was chosen for our experiment due to its relative ease of handling and use.
The liver samples used for the experiments were approximately 5 cm by 7 cm by 10 cm in size. Liver samples were soaked in degassed water at room temperature for roughly 5 hr to remove air within them. The samples were then placed into a windowed water tank. The tank was lined with a layer of sound-absorbing material in order to reduce unwanted echoes from its sides. A thin layer of plastic film was placed tightly over the liver and attached to the sound-absorbing resting pad in order to mechanically stabilize the sample. The transducer was placed against the acoustically-transparent window on the outside of the water tank. The geometry of the acoustic window caused for a water stand-off of approximately 5-10 mm to exist between the transducer face and the liver sample. A mechanical translation stage (NEWPORT Electronics, Inc., Santa Ana, Calif.) was used to hold a 1 ml syringe in a manner such that the plunger could be depressed without the syringe itself moving. The translation stage allowed for the syringe to be moved with excellent precision within the water tank through the tank's top entry.
To begin the experiment, the translation stage was used to insert the needle of the syringe into the liver sample. Normal B-Mode imaging was used as a guide to adjust needle insertion location until it was approximately laterally centered in the image. The syringe was then withdrawn 3 mm in the elevation direction, moving it just out of the field of view (FOV) of the B-Mode image. Reference B-Mode and ARFI images were then obtained. The plunger of the syringe was then slowly depressed, injecting 0.4 ml of formaldehyde into the liver sample. Subsequent series of BMode and ARFI raw data were collected at 2 min intervals, beginning with 2 min after injection and ending 10 min after injection.
The second set of experiments involved the use of a RF-ablation system (Model 8002, Cardiac Pathways Corporation, Sunnyvale, Calif.) to create thermal lesions in fresh bovine liver samples. The liver samples used for the experiment were approximately 5 cm by 7 cm by 10 cm in size. The experimental setup was similar to that used in the chemical lesion experiment with the only deviation being the removal of the mechanical translation stage. The ground clip of the ablation system was attached to the sound absorbing material in the back corner of the water tank. A small amount of saline was added to the degassed water contained in the tank such that the impedance between the ablation catheter and the ground clip would fall to within the safety limits imposed by the ablation system. A 10 French catheter was inserted through the top of the water tank into the liver sample parallel to the elevation plane of the image. Conventional sonography was used to guide the catheter insertion location, which was approximately centered laterally. After confirming the desired placement of the catheter, it was raised in the elevation direction such that it was not visualized in either the B-Mode or the ARFI images. A reference B-Mode and ARFI data series was then taken with the catheter well out of the imaging plane. The catheter was then lowered into the imaging plane of the transducer, approximately 2 cm deep in the liver sample. Ablation procedures were then performed by applying 12-17 W of power to the tissue for durations ranging from 40-60 s. Upon completion of ablation, the catheter was returned to its reference position (marked interations on the catheter stem allowed for it to be accurately returned to its original position). The plastic film holding the liver to the resting pad was sufficiently taut to ensure that the sample did not move during this process. A second B-Mode and ARFI data series was then obtained. This process was repeated for a second RF-ablation session, and a third data series was acquired. To investigate the possibility of tissue temperature affecting displacements, the sample was allowed to cool for five min, and a fourth data set was captured. Following data acquisition, additional lesions were induced in the liver samples with the same ablation settings used in the actual experiment, but now with thermocouples inserted at the ablation site to monitor tissue temperatures. Thermocouple readings indicated that peak tissue temperatures at the lesion centers ranged from 85-100° C.
To conclude both the chemical and thermal lesion experiments, the liver samples was examined to measure lesion formation. Samples were sliced through the approximated imaging plane of the transducer with a butcher knife and inspected visually. Lesion sizes were measured by hand using an ordinary ruler, and photographs were taken to record resulting lesion size and shape.
Results Chemically-Induced Lesion Experiment
B-Mode and ARFI images of the bovine liver sample acquired before and after formaldehyde injection are shown in
The reference ARFI image, shown in
A photograph of the formaldehyde-induced lesion (outlined in white) obtained 15 min after chemical injection is shown in
Thermal Lesion Experiment
The B-Mode and ARFI images of the liver sample acquired during the RF ablation experiment are shown in
The ARFI images centered in the corresponding B-Mode images are shown in
Upon completion of imaging the RF ablation process, the liver sample was sliced and examined to confirm that a thermal lesion was created. A palpable lesion was discovered in the location where the tip of the RF catheter had been. A photograph of this lesion (outlined in white) is shown in
As mentioned, the distal boundary of the lesion depicted in
Discussion and Conclusions
The images provided in this example were created using a transmit frequency of 6.67 MHz, the center frequency of the transducer array used in the experiment. Although this is a frequency that would be appropriate for use with many intra-operative procedures, non-invasive clinical monitoring of lesion development in the liver would typically require an array transmitting transcutaneously at frequency range of 3-5 MHz. As experiments were performed ex vivo in a water tank, the chosen transmit frequency of 6.67 MHz was appropriate for our purposes. Current work is being performed to investigate the possibility of using lower transmit frequencies to supply radiation force more efficiently to deeper-lying tissues.
In the cases presented there exists good agreement between lesions visualized in ARFI images and the results from pathology. Comparisons of lesion size, as measured by maximum lesion diameter in the lateral plane, between ARFI images and actual lesion cross-sections through the approximated imaging plane showed agreement to within 10% error. Also, lesion shapes in the ARFI images corresponded directly to actual lesion cross-sections, as indicated by the photographs provided in
The ability of ARFI imaging to clearly distinguish lesions from surrounding healthy tissues arises from the large increase in elastic modulus associated with the lesion. Assuming a uniform distribution of radiation force, the lesion would be displaced much less in response to the force than a healthy, less stiff region of tissue. For the results presented here, healthy tissue displacements were in the range of 6-10 μm, while lesions were typically displaced 1-2 μm. The assumption of uniform radiation force distribution, however, may be invalid, as the attenuation coefficient of tissue may be permanently increased when tissue temperatures are raised above 40 ° C. (the result of irreversible structural changes caused by coagulation). The applied radiation force is proportional to the tissue attenuation, and therefore it is likely that a stronger radiation force was applied to the lesion than was applied to the healthy tissue. Thus, the actual change in the elastic modulus of the lesions during their formation may be greater than as demonstrated in the images. It has also been noted that at these elevated temperatures, structural effects on tissue attenuation coefficient dominate any attenuation changes that may occur due to heating. This is consistent with the fact that ARFI images acquired immediately after an RF ablation are virtually identical to images acquired 5 min after an RF ablation, even though significant cooling has occurred.
During data aquisition, 50 tracking beams are fired consecutively after each pushing beam at a PRF of 10.6 kHz. The ARFI images provided in this study were produced by analyzing the echoes from the eighth tracking beam at each pushing location, providing a snapshot in time of each tissue region's response to the radiation force impulse. However, it is often beneficial to view the entire transient response for the region of interest. By processing the results from all 50 tracking beams into one movie, the temporal response of the tissue to the applied radiation force can be viewed over a 4.7 ms window.
In addition to images of tissue displacement, ARFI imaging is capable of producing images of other tissue characteristics, such as maximum displacement, time needed to reach peak displacement, and recovery velocity (i.e., the slope of the displacement/time curve as the tissue recovers to its initial position). Each of these alternative image types has been previously shown to provide valuable information concerning the mechanical properties of tissue under investigation, and in certain cases they may be more desirable than conventional images of displacement.
It has been demonstrated that ARFI imaging is capable of detecting formaldehyde- and thermally induced soft tissue lesions that conventional sonography may be unable to visualize. ARFI imaging may be a promising modality for monitoring thermal lesion development in situations, where sonography is already involved as a guiding mechanism, such as in many procedures requiring precise catheter placement. Its low cost and portability give ARFI imaging a distinct advantage over MR methods for this purpose.
RELATED APPLICATIONS This application claims the benefit of U.S. Provisional Application Ser. Nos. 60/536,782, filed Jan. 15, 2004; 60/537,134, filed Jan. 16, 2004; and 60/536,783, filed Jan. 15, 2004, the disclosures of which are incorporated by reference herein in their entirety.
Number | Date | Country | |
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60536782 | Jan 2004 | US | |
60537134 | Jan 2004 | US | |
60536783 | Jan 2004 | US |