Characterization of vascular strain during in-vitro angioplasty with high-resolution ultrasound speckle tracking
© Patel et al; licensee BioMed Central Ltd. 2010
Received: 17 March 2010
Accepted: 20 August 2010
Published: 20 August 2010
Ultrasound elasticity imaging provides biomechanical and elastic properties of vascular tissue, with the potential to distinguish between tissue motion and tissue strain. To validate the ability of ultrasound elasticity imaging to predict structurally defined physical changes in tissue, strain measurement patterns during angioplasty in four bovine carotid artery pathology samples were compared to the measured physical characteristics of the tissue specimens.
Using computational image-processing techniques, the circumferences of each bovine artery specimen were obtained from ultrasound and pathologic data.
Ultrasound-strain-based and pathology-based arterial circumference measurements were correlated with an R2 value of 0.94 (p = 0.03). The experimental elasticity imaging results confirmed the onset of deformation of an angioplasty procedure by indicating a consistent inflection point where vessel fibers were fully unfolded and vessel wall strain initiated.
These results validate the ability of ultrasound elasticity imaging to measure localized mechanical changes in vascular tissue.
Peripheral vascular disease is a widespread problem in the United States [1–3]. Current treatment options aimed at tissue revascularization are effective; however, practitioners continue to face the underlying disease process of neointimal hyperplasia leading to restenosis [4–7]. Ultrasonography has been used for graft surveillance to detect stenotic lesions . The use of local elasticity imaging has provided more accurate estimates of the biomechanical properties of tissue by directly measuring intramural strain. Ultrasonography with phase-sensitive speckle-tracking algorithms is increasingly used as a robust, noninvasive tool for assessing the mechanical and elastic properties of subsurface structures, including vascular tissue [9–11]. Recent investigation indicates the potential of using Doppler strain rate imaging to clinically assess elastic properties of the vessel wall in patients with coronary artery disease . Beyond the direct strain measurements that have been employed to date, ultrasound elasticity imaging has the potential to distinguish simple tissue motion or "translation" from the strain or "deformation" that we investigate in this study.
Since angioplasty is a common treatment for stenosis and results in changes in the arterial fiber anatomy of the tunica media as the angioplasty balloon expands, we investigated the ultrasound elasticity imaging characteristics of angioplasty in the laboratory setting. We hypothesized that elasticity imaging may detect different strain patterns as the arterial fibers unfold during balloon expansion. We further hypothesized that normal strain and shear strain may indicate physical changes in fiber architecture corresponding to the angioplasty process. To evaluate the ability of ultrasound elasticity imaging to detect definable histologic changes induced during angioplasty, we compared ultrasound strain measurements of bovine artery specimens with the physical characteristics of the vessel obtained on pathology tissue specimen examination.
Elasticity Imaging Data
The components of strain were determined according to the location of the arterial wall. The two principal strain components were axial strain, which is the strain along the beam direction, and lateral strain, which is perpendicular to the axial strain. The derivative, with respect to time, of the displacement provides the strain. For two-dimensional speckle tracking, this process is repeated multiple times for each beam and between adjacent beams that comprise the image. For our study, the axial and lateral displacements were calculated at the position of the maximum correlation coefficient, using a correlation kernel size approximately equal to the speckle spot. The axial displacement estimate was then further refined by determining the phase-zero crossing position of the analytic signal correlation. A spatial filter twice as large as the kernel size was used to enhance signal-to-noise ratio for better spatial resolution. A weighted correlation window was used with spatial filtering of adjacent correlation functions to reduce frame-to-frame displacement error. To support the calculation of strain, inter-frame motion of reference frame pixels was integrated to produce the accumulated tissue displacement. Spatial derivatives of the displacements were calculated in a region of the artery to estimate the radial normal strain. All strain values were measured in the axial direction, where resolution is at least an order of magnitude greater than that in the lateral direction. Thus, the axial strain is more accurate due to the direction of the beam.
Ultrasound data and video B-scans were obtained for four of five bovine carotid artery specimens and used to determine the vessel diameter and path-length data (Artegraft®, North Brunswick, NJ, USA). The fifth artery specimen served as the control, which would indicate the "plasty," or change in fiber architecture, of the other samples. These reasonably uniform tissue samples were preserved in 1% propylene oxide and 40% aqueous U.S.P. ethyl alcohol. Because this in vitro model is highly idealized, it is limited in accounting for the behavior of diseased vessels which may be hyperplastic or atherosclerotic. However, the samples are produced for clinical use in vascular bypass and dialysis access construction, making them an excellent vascular substrate for our angioplasty study.
A WorkHorse™ II (AngioDynamics, Queensbury, NY, USA) angioplasty balloon (10-mm diameter by 4-cm length) was inserted into each artery. The standard, non-compliant balloon was expanded manually using linearly increasing pressure while observing the pressure sensor reading during ultrasound data capture. Specimens were suspended in an ultrasound water tank containing physiologic (9%) saline solution. Imaging was performed using a Siemens Sonoline Elegra scanner (SSN4363, Deerfield, IL, USA) with a 7.5-MHz linear ultrasound transducer fixed in a harness for data collection while the angioplasty balloon was inflated from 0 to 5 atm of pressure in all experimental specimens. The uninflated pressures were transmitted to the wall during inflation by balloon unfolding. However, the interaction between the unfolding balloon and the arterial wall is likely to be complicated, and some of the friction between the balloon surface and the intima is zero. Because we were unable to measure these effects, they were not included in the experimental method. Once the balloon was inflated, no further pressure in the balloon was transmitted to the arterial wall. Uneven stress due to balloon folding was a limitation of our experimental method; however, this is the way angioplasty is conducted in the clinical setting. The balloon-inflated vessels were fully expanded at 2 atm. Real-time RF data were collected and processed off-line using computational techniques for each artery.
Four regions of interest (ROIs) were selected on the leading edge of the top wall of each vessel. They were sequentially ordered based on their position relative to the center of the leading edge. These ROIs were tracked for observing strain patterns during angioplasty balloon deformation in the ultrasound B-scan image and determined the regions on the vessel wall where longitudinal strain, shear strain and average data quality index (DQI) would be calculated on the basis of the radial displacement of the lumen wall. The longitudinal strain was calculated as the gradient of the longitudinal displacement (derivative of the displacement) along the ultrasound beam, and the shear strain was calculated as the partial derivative of the longitudinal displacement (movement along the ultrasound beam) across the beams. The DQI is the measure of the frame-to-frame correlation, using the phase-sensitive cross-correlation methods previously developed . The DQI is therefore a measure of the accuracy of motion tracking between frames, used to quantify the quality of the data. A maximal value of 1 indicates the highest level of tracking reliability. Young's moduli were obtained for the ROIs and compared against reported normal physiologic moduli calculated for similar vascular tissue.
The two-dimensional longitudinal strain is defined as , and the two-dimensional shear strain is defined as . The is the normal strain in axial direction, along the beam, and the is the normal strain in lateral direction. As mentioned before, the axial direction is more accurate than the lateral direction, so shear strain was regarded as .
The Young's modulus of elasticity for the tissue is , ..., where σ is the stress, ε is the strain, F is the applied force in Newtons, L0 represents the initial non-deformed length, A0 is the cross-sectional area, and ΔL is the change in length. Because the tissue exhibits a non-linear elastic response, the Young's modulus varies depending on the values of L0 and ΔL, with the tangent to the stress-strain curve indicating the Young's modulus for a specific L0. However, as ΔL approaches zero, inaccuracies in measurement become more pronounced. For our analysis we assumed a linear elastic response (Hooke's Law) over the region of interest, as ΔL is small for angioplasty-induced pressure variations considered in our investigation.
Using AI CS2 and the Pathlength plug-in, ten separate fibers were traced by hand in each magnified image. Figure 3(b) shows the traced, or "true" paths (black lines) and "straight" paths (red lines), or lines connecting the origin and endpoint of each true path, for several fibers in experimental artery 1. These straight paths were required because the unmagnified photographs would not account for the folded resting state of the artery's media. The ratio of true to straight path length was obtained for each traced fiber.
Young's moduli obtained from elasticity imaging for regions of interest (ROIs) in each artery sample
These results are quasi-static (at different balloon expansion rates, the circumference value obtained will remain the same) but not reversible, as indicated by the control specimen. The experimental vessel segments were larger in circumference than the control that did not undergo angioplasty. This indicates that some of the fibers experienced "plasty" during balloon inflation and not simply reversible deformation.
In an in vitro model of angioplasty, the vessel wall fibers exhibit folding prior to balloon inflation. As the balloon inflates, the vessel expands and undergoes tissue deformation or strain that we were able to observe with elasticity imaging. We further observed changes in the normal strain and shear strain patterns that indicated changes in fiber architecture corresponding to the angioplasty process. These results confirmed elasticity imaging's ability to detect histologically definable characteristics within the vessel. These findings distinguished vascular collagen fiber wall unfolding from fiber deformation or strain during measurements in this in vitro vascular model.
Because the synthesis of collagen is accompanied by collagen and elastin cross-linking to provide structural support during vascular healing, and as collagen begins to accumulate, elastin degradation in the media becomes a consistent feature. Consequently, one expects to see increased vessel stiffness as a result of neointimal hyperplasia [19, 20].
If wall strain is accurately measured with high resolution, then multiple clinically important in vivo characteristics may be determined. First, it may be possible to distinguish radial strain from shear strain, which may differentiate elastic lesions from lesions that actually undergo "plasty," or change in their architecture during balloon inflation, indicating the desired therapeutic effect of the procedure has been achieved. Second, the degree of wall strain coupled with pressure information will allow Young's modulus determination, which may provide quantitative information about the severity of the underlying disease process. Third, local high-resolution strain measurements may provide information about a vessel's risk of rupture and prevent extravasations and other complications. Fourth, the stress-strain relationship during stent placement will provide important information that may help improve the design of stents, and may provide an indicator of risk factors for in-stent re-stenosis.
In this study, a detectable change in the slope of the strain in each artery specimen undergoing angioplasty was clearly observed. This inflection point in strain consistently validated the vessel's structural characteristics after the fibers of the artery had unfolded due to expansion of the angioplasty balloon. Although further study is needed, these results suggest this procedure can detect highly localized mechanical changes in the vessel wall during angioplasty. Future in vitro and in vivo studies are planned to investigate the ability of ultrasound elasticity imaging to measure the complexities and mechanical properties of the vascular wall.
This work was supported in part by NIH grant DK-62848 and a grant from the Renal Research Institute.
- Pasternak RC, Criqui MH, Benjamin EJ, Fowkes FGR, Isselbacher EM, McCullough PA, Wolf PA, Zheng Z-J: American Heart Association Atherosclerotic Vascular Disease Conference: Writing Group I: Epidemiology. Circulation. 2004, 109 (21): 2605-2612. 10.1161/01.CIR.0000128518.26834.93.View ArticlePubMedGoogle Scholar
- Gheorghiade M, Bonow RO: Chronic heart failure in the United States: A manifestation of coronary artery disease. Circulation. 1998, 97: 282-289.View ArticlePubMedGoogle Scholar
- Selvin E, Erlinger TP: Prevalence of and risk factors for peripheral arterial disease in the United States: Results From the National Health and Nutrition Examination Survey, 1999-2000. Circulation. 2004, 110: 738-743. 10.1161/01.CIR.0000137913.26087.F0.View ArticlePubMedGoogle Scholar
- Leuprechta A, Perktolda K, Prosia M, Berka T, Trubelb W, Schimac H: Numerical study of hemodynamics and wall mechanics in distal end-to-side anastomoses of bypass grafts. J Biomech. 2002, 35 (2): 225-236. 10.1016/S0021-9290(01)00194-4.View ArticleGoogle Scholar
- Driessen NJB, Wilson W, Bouten CVC, Baaijens FPT: A computational model for collagen fibre remodelling in the arterial wall. J of Thior Biol. 2004, 226 (1): 53-64. 10.1016/j.jtbi.2003.08.004.View ArticleGoogle Scholar
- Hamilton AJ, Kim H, Nagaraj A, Munc J-H, Yana LL, Rotha SI, McPhersona DD, Chandran KB: Regional material property alterations in porcine femoral arteries with atheroma development. J Biomech. 2005, 38 (12): 2354-2364. 10.1016/j.jbiomech.2004.10.018.View ArticlePubMedGoogle Scholar
- O'Brien T, Walsh M, McGloughlin T: On Reducing Abnormal Hemodynamics in the Femoral End-to-Side Anastomosis: The Influence of Mechanical Factors. Ann Biomed Eng. 2005, 33 (3): 310-322. 10.1007/s10439-005-1733-y.View ArticleGoogle Scholar
- Mills JL, Harris EJ, Taylor LM, Beckett WC, Porter JM: The importance of routine surveillance of distal bypass grafts with duplex scanning: A study of 379 reversed vein grafts. J Vasc Surg. 1990, 12 (4): 379-389. 10.1067/mva.1990.22782.View ArticlePubMedGoogle Scholar
- Weitzel WF, Kim K, Rubin JM, Xie H, O'Donnell M: Renal advances in ultrasound elasticity imaging: Measuring the compliance of arteries and kidneys in end-stage renal disease. Blood Purif. 2005, 23: 10-17. 10.1159/000082005.View ArticlePubMedGoogle Scholar
- Weitzel WF, Kim K, Park DW, Hamilton J, O'Donnell M, Cichonski TJ, Rubin JM: High-resolution ultrasound elasticity imaging to evaluate dialysis fistula stenosis. Semin Dial. 2009, 22: 84-89. 10.1111/j.1525-139X.2008.00502.x.PubMed CentralView ArticlePubMedGoogle Scholar
- Weitzel WF, Kim K, Henke PK, Rubin JM: High-resolution ultrasound speckle tracking may detect vascular mechanical wall changes in peripheral artery bypass vein grafts. Vasc Surg. 2009, 23 (2): 201-206. 10.1016/j.avsg.2008.08.031.View ArticleGoogle Scholar
- Kawasaki T, Fukuda S, Shimada K, Shimada K, Maeda K, Yoshida K, Sunada H, Inanami H, Tanaka H, Jissho S, Taguchi H, Yoshiyama M, Yoshikawa J: Direct Measurement of Wall Stiffness for Carotid Arteries by Ultrasound Strain Imaging. J Am Soc Echocardiogr. 2009, 22 (12): 1389-1395. 10.1016/j.echo.2009.09.011.View ArticlePubMedGoogle Scholar
- Emelyanov SY, Skovoroda AR, Lubinski MA, Shapo BM, O'Donnell M: Ultrasound elasticity imaging using Fourier based speckle tracking algorithm. IEEE Ultrason Symposium. 1992, 2: 1065-1068.Google Scholar
- O'Donnell M, Skovoroda AR, Shapo BM, Emelianov SY: Internal displacement and strain imaging using ultrasonic speckle tracking. IEEE Trans Ultrason Ferroelectr Freq Control. 1994, 41: 314-325. 10.1109/58.285465.View ArticleGoogle Scholar
- Lubinski MA, Emelianov SY, O'Donnell M: Speckle tracking methods for ultrasonic elasticity imaging using short time correlation. IEEE Trans Ultrason Ferroelectr Freq Control. 1999, 46: 82-96. 10.1109/58.741427.View ArticlePubMedGoogle Scholar
- Riley WA, Barnes RW, Evans GW, Burke GL: Ultrasonic measurement of the elastic modulus of the common carotid artery: The Atherosclerosis Risk in Communities (ARIC) Study. Stroke. 1992, 23: 952-956.View ArticlePubMedGoogle Scholar
- Khani MM, Tafazzoli-Shadpour M, Delavarpour S, Naghizadeh S, Avolio A: Dynamic stress analysis of the arterial wall utilizing physiological pressure waveforms. Am J Applied Sci. 2008, 5 (10): 1285-1290. 10.3844/ajassp.2008.1285.1290.View ArticleGoogle Scholar
- Taviani V, Sutcliffe MP, Wong P, Li ZY, Young V, Graves MJ, Gillard JH: In vivo non-invasive high resolution MR-based method for the determination of the elastic modulus of arterial vessels. Conf Proc IEEE Eng Med Biol Soc. 2008: 5569-5572.Google Scholar
- Brasselet C, Durand E, Addad F, Haj Zen AA, Smeets MB, Laurent-Maquin D, Bouthors S, Bellon G, de Kleijn D, Godeau G, Garnotel R, Gogly B, Lafont A: Collagen and elastin cross-linking: A mechanism of constrictive remodeling after arterial injury. Am J Physiol Heart Circ Physiol. 2005, 289: H2228-H2233. 10.1152/ajpheart.00410.2005.View ArticlePubMedGoogle Scholar
- Pasterkamp G, Galis ZS, de Kleijn DPV: Expansive arterial remodeling: Location, location, location. Arterioscler Thromb Vasc Biol. 2004, 24: 650-10.1161/01.ATV.0000120376.09047.fe.View ArticlePubMedGoogle Scholar
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.