R N Rankin’s research while affiliated with Western University and other places

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Publications (73)


Turbulence intensity (TI) values from the region of interest (ROI) located within the distal internal carotid artery (ICA)
Differences in post-peak systolic TI and P values from two-way ANOVA post hoc analysis
Evaluation of distal turbulence intensity for the detection of both plaque ulceration and stenosis grade in the carotid bifurcation using clinical Doppler ultrasound
  • Article
  • Full-text available

December 2012

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87 Reads

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9 Citations

European Radiology

Emily Y Wong

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Hristo N Nikolov

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Richard N Rankin

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[...]

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Objectives: To determine the interrelationship of stenosis grade and ulceration with distal turbulence intensity (TI) in the carotid bifurcation measured using conventional clinical Doppler ultrasound (DUS) in vitro, in order to establish the feasibility of TI as a diagnostic parameter for plaque ulceration. Methods: DUS TI was evaluated in a matched set of ulcerated and smooth-walled carotid bifurcation phantoms with various stenosis severities (30, 50, 60 and 70 %), where the ulcerated models incorporated a type 3 ulceration. Results: Post-stenotic TI was significantly elevated owing to ulceration in the mild and moderate stenoses (P < 0.001). TI increased with stenosis severity in both the ulcerated and non-ulcerated series, with a statistically significant effect of increasing stenosis severity (P < 0.001). Whereas TI in the mild and non-ulcerated moderate stenoses was less than 20.4 ± 1.3 cm s(-1), TI in the ulcerated moderate and severe models was higher than 25.6 ± 1.3 cm s(-1), indicating a potential diagnostic threshold. Conclusion: We report a two-curve relationship of stenosis grade and ulceration to distal TI measured using clinical DUS in vitro. Clinical DUS measurement of distal TI may be a diagnostic approach to detecting ulceration in the mild and moderately stenosed carotid artery. Key points: • Patients with carotid artery plaque ulcerations are at higher risk of stroke. • Clinical Doppler ultrasound is routinely used to detect carotid artery stenosis. • Doppler ultrasound turbulence intensity can detect ulceration in realistic flow models. • Turbulence intensity also increases with stenosis severity independent of ulceration. • Doppler ultrasound should help in assessing both stenosis severity and ulceration.

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Fig. 1. Carotid bifurcation models with (a) 30% concentric, (b) 30% eccentric, (c) 70% concentric and (d) 70% eccentric stenoses. The common carotid artery (CCA) branches into the internal (ICA) and external (ECA) carotid arteries. Life-sized (8 mm CCA diameter) versions were incorporated into flow phantoms made of (e) a transparent Sylgard block for digital particle imaging and (f) a thin-walled Sylgard vessel embedded in an agar-based tissue-mimicking material for ultrasound.
Fig. 5. Color-encoded mean-velocity map in models with 30% concentric (left) and 30% eccentric (right) stenoses at three time points in the cardiac cycle: (a) and (b) early systole, t 5 0.175 s; (c) and (d) peak systole, t 5 0.210 s; and (e) and (f) the end of systole, t 5 0.314 s, with corresponding color table at left.
Flow Patterns in Carotid Bifurcation Models Using Pulsed Doppler Ultrasound: Effect of Concentric vs. Eccentric Stenosis on Turbulence and Recirculation

May 2010

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131 Reads

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51 Citations

Ultrasound in Medicine & Biology

Hemodynamics play a significant role in stroke risk, where thrombus formation may be accelerated in regions of slow or recirculating flow, high shear and increased turbulence. An in vitro investigation was performed with pulsed Doppler ultrasound (DUS) using the complete spectral data to investigate the three-dimensional (3-D) distribution of advanced parameters that may have potential for making a more specific in vivo diagnosis of carotid disease and stroke risk. The effect of stenosis symmetry and the potential of DUS spectral parameters for visualizing regions of recirculation or turbulence were explored. DUS was used to map pulsatile flow in four model geometries representing two different plaque symmetries (eccentricity) and two stenosis severities (mild, severe). Qualitative comparisons were made with flow patterns visualized using digital particle imaging. Color-encoded maps of DUS spectral parameters (mean velocity, spectral-broadening index and turbulence intensity) clearly distinguished regions of slow or recirculating flow and disturbed or turbulent flow. Distinctly different flow patterns resulted from stenoses of equal severity but different eccentricity. Noticeable differences were seen in both the size and location of recirculation zones and in the paths of high-velocity jets. Highly elevated levels of turbulence intensity were seen distal to severe stenosis. Results demonstrated the importance of plaque shape, which is typically not considered in standard diagnosis, in addition to stenosis severity. (E-mail: [email protected] /* */).


In vivo Doppler Ultrasound Quantification of Turbulence Intensity Using A High-Pass Frequency Filter Method

April 2010

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36 Reads

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9 Citations

Ultrasound in Medicine & Biology

The objective of this investigation was to implement a high-pass frequency filter method to analyze Doppler ultrasound velocity waveforms and quantify turbulence intensity (TI) in vivo. Doppler velocity data were analyzed using two techniques, based on either ensemble averaging or high-pass frequency domain filtering of the periodic waveforms. The accuracy and precision of TI measurements were determined with controlled in vitro experiments, using a pulsatile-flow model of a stenosed carotid bifurcation. The high-pass filter technique was also applied in vivo to determine whether this technique could successfully distinguish between pertinent hemodynamic sites within the carotid artery bifurcation. Twenty-five seconds of Doppler audio data were acquired at three sites (common carotid artery [CCA], internal carotid artery [ICA] stenosis and distal ICA) within 10 human carotid arteries, and repeated three times. Doppler velocity data were analyzed using a ninth-order high-pass Butterworth filter with a 12-Hz inflection point. TI measured within the CCA and distal ICA was found to be significantly different (p < 0.0001) for moderate to nearly occluded carotid artery classifications. Also, TI measured within the distal ICA increased with stenosis severity, with the ability to distinguish between each stenosis class (p < 0.05). This investigation demonstrated the ability to precisely quantify TI using a conventional Doppler ultrasound machine in human subjects, without interfering with normal clinical protocols.


Quantification of turbulence intensity in patients with symptomatic carotid atherosclerosis: A pilot study

March 2010

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17 Reads

Proceedings of SPIE - The International Society for Optical Engineering

The most widely performed test for patients suspected of having carotid atherosclerosis is Doppler ultrasound (DUS). Unfortunately, limitations in sensitivity and specificity prevent DUS from being the sole diagnostic tool. Novel DUS velocity-derived parameters, such as turbulence intensity (TI), may provide enhanced hemodynamic information within the carotid artery, increasing diagnostic accuracy. In this study, we evaluate a new technique for recording, storing and analyzing DUS in a clinical environment, and determine the correlation between TI and conventional DUS measurements. We have recruited 32 patients with a mean age of 69+/-11 yrs. An MP3 recorder was used to digitally record Doppler audio signals three times at three sites: the common carotid artery, peak stenosis and region of maximum turbulence. A Fourier-based technique was used to calculate TI, facilitating clinical application without additional ECGgating data. TI was calculated as the standard deviation of Fourier-filtered mean velocity data. We found that TI and clinical PSV were linearly dependent (P


Clinical Doppler ultrasound for the assessment of plaque ulceration in the stenosed carotid bifurcation by detection of distal turbulence intensity: A matched model study

June 2009

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56 Reads

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24 Citations

European Radiology

The assessment of flow disturbances due to carotid plaque ulceration may provide added diagnostic information to Doppler ultrasound (DUS) of the carotid stenosis, and indicate whether the associated hemodynamics are a potential thromboembolic source. We evaluated the effect of ulceration in a moderately stenosed carotid bifurcation on distal turbulence intensity (TI) measured using clinical DUS in matched anthropomorphic models. Several physiologically relevant ulcer geometries (hemispherical, mushroom-shaped, and ellipsoidal pointing distally and proximally) and sizes (2-mm, 3-mm and 4-mm diameter hemispheres) were investigated. An offline analysis was performed to determine several velocity-based parameters from ensemble-averaged spectral data, including TI. Significant elevations in TI were observed in the post-stenotic flow field of the stenosed carotid bifurcation by the inclusion of ulceration (P < 0.001) in a region two common carotid artery diameters distal to the site of ulceration during the systolic peak and the diastolic phase of the cardiac cycle. Both the size and shape of ulceration had a significant effect on TI in the distal region (P < 0.001). Due to the use of a clinical system, this method provides the means to evaluate for plaque ulcerations in patients with carotid atherosclerosis using DUS.



Figure 1. The 3-D geometry of the 50% eccentrically stenosed carotid bifurcation with ellipsoidal ulcer used in this study, showing (a) the 3-D micro-CT image volume, and the corresponding (b) extracted geometric surface model and (c) finite element mesh used for the CFD study. The right panel (d) shows a close-up of the mesh near the bifurcation.
Figure 2. CFD-computed flow field in the ellipsoidal ulcer model, showing calculated velocity vectors at a time point just after peak systole.
Doppler Ultrasound and Numerical Analysis for the Assessment of Hemodynamic Disturbances in Ulcerated Carotid Arteries

December 2008

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29 Reads

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3 Citations

Proceedings of the IEEE Ultrasonics Symposium

Carotid plaque ulcerations, or irregularities in plaque morphology, have been identified as an independent risk for ischemic stroke. Our previous studies using Doppler (DUS) have indicated significant flow disturbances to ulceration in the atherosclerotic carotid bifurcation, as by parameters such as turbulence intensity (TI). tools are needed to understand the implications of flow abnormalities on the risk of thrombogenesis and ischemic events. Numerical simulations using fluid dynamics (CFD) can supplement DUS studies, providing higher resolution, timeresolved of 3-D flow fields. CFD is also able to quantify factors that indicate thromboembolic or plaque potential. We report a CFD analysis of an ellipsoidal model and a matched non-ulcerated model in a moderately carotid bifurcation, with the same vessel geometries and conditions used in our previous DUS studies. The CFD used a spatial finite element discretization of over 160,000 tetrahedral elements to adequately resolve the flow . Pulsatile flow simulations with boundary conditions and waveforms matching DUS experimental conditions were for five cardiac cycles. Turbulence intensity was for the CFD models and compared with DUS results. The CFD models were able to capture in flow patterns between cardiac cycles. As observed the empirical DUS results, the CFD ulcer model displayed levels of TI in the post-stenotic region than the CFD nonulcerated . The extent and magnitude of TI was to the DUS results, after modeling for the effects of volume geometry and intrinsic spectral broadening, and a high pass filter. Furthermore, the CFD results indicate that post-stenosis is likely transitional, with both disturbed and flow present. CFD facilitates the comparison of parameters between ulcer models and may help to the risks of embolism or plaque rupture posed by atherosclerotic plaques in the carotid bifurcation.


Fig. 1. Two flow rate waveforms, with a mean flow rate of 6 mL/s, produced by UHDC computer-controlled flow simulator representing (a) repetitive, 0% nonvarying waveform and (b) nonrepetitive, 11.7% exaggerated variability waveform.
Fig. 2. Seventy-percent concentric carotid artery model with a common carotid artery (CCA) diameter of 8 mm and an internal carotid artery (ICA) diameter of 5.6 mm showing regions of acquisition: laminar flow acquired within the CCA, 2 cm proximal to the bifurcation apex; and turbulent flow acquired within the ICA, 1.3 cm distal to the bifurcation apex and 1.0 cm away from the CCA central axis.
Fig. 3. Calculated mean velocity waveform from Doppler acquisitions in the common carotid artery under (a) repetitive, 0% nonvarying pulsatile flow and (b) pseudo-random, 11.7% exaggerated variability pulsatile flow.
Fig. 4. Calculated mean velocity waveform from Doppler acquisitions in the internal carotid artery under (a) repetitive, 0% nonvarying pulsatile flow and (b) pseudo-random, 11.7% exaggerated variability pulsatile flow.
Fig. 6. Mean (and standard error) turbulence intensity values averaged on the down-slope of peak systole using 25 cardiac cycles with different amounts of cycle-to-cycle variability, measured in a laminar flow region (common carotid artery [CCA]) and turbulent flow region (internal carotid artery [ICA]).
In Vitro Doppler Ultrasound Investigation of Turbulence Intensity in Pulsatile Flow With Simulated Cardiac Variability

October 2008

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200 Reads

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12 Citations

Ultrasound in Medicine & Biology

An in vitro investigation of turbulence intensity (TI) associated with a severe carotid stenosis in the presence of physiological cardiac variability is described. The objective of this investigation was to determine if fluctuations due to turbulence could be quantified with conventional Doppler ultrasound (DUS) in the presence of normal physiological cycle-to-cycle cardiac variability. An anthropomorphic model of a 70% stenosed carotid bifurcation was used in combination with a programmable flow pump to generate pulsatile flow with a mean flow rate of 6 mL/s. Utilizing the pump, we studied normal, nonrepetitive cycle-to-cycle cardiac variability (±3.9%) in flow, as well as waveform shapes with standard deviations equal to 0, 2 and 3 times the normal variation. Eighty cardiac cycles of Doppler data were acquired at two regions within the model, representing either laminar or turbulent flow; each measurement was repeated six times. Turbulence intensity values were found to be 11 times higher (p < 0.001), on average, in the turbulent region than in the laminar region, with a mean difference of 24 cm/s. Twenty cardiac cycles were required for confidence in TI values. In conclusion, these results indicate that it is possible to quantify TI in vitro, even in the presence of normal and exaggerated cycle-to-cycle cardiac variability. (E-mail: [email protected] /* */).


Use of an Ultrasound Blood-Mimicking Fluid for Doppler Investigations of Turbulence In Vitro

July 2008

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171 Reads

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24 Citations

Ultrasound in Medicine & Biology

Turbulence is an important factor in the assessment of stenotic disease and a possible causative mechanism for thromboembolism. Previous Doppler studies of turbulence have typically used whole-blood preparations or suspensions of erythrocytes. Recently, a water-glycerol based blood-mimicking fluid (BMF) has been developed for use in Doppler ultrasound studies. This fluid has desirable ultrasound properties but it has not previously been described during in vitro investigations of turbulence intensity. We report on investigations of grid-generated and constrained-jet turbulence in an in vitro test system. The BMF was found to generate significant levels of turbulence during steady flow at physiological flow rates, producing turbulent patterns in the distal region that were consistent with previous studies. Turbulence intensity increased significantly with flow rate (p < 0.005) for both the constrained jet and the constrained grid. Based on our observations, we conclude that a water-glycerol based BMF provides a suitable working fluid during in vitro investigations of turbulence using Doppler ultrasound. (E-mail: [email protected] /* */).


Prospective Comparison of Magnetic Resonance Angiography with Selective Renal Angiography for Living Kidney Donor Assessment

April 2008

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12 Reads

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17 Citations

Urology

For years, the reference standard in the evaluation of living donor vascular anatomy has been selective renal angiography (SRA). Because of the potential morbidity associated with SRA, we prospectively evaluated magnetic resonance angiography (MRA) in the assessment of renal donors. All patients had SRA and 53 renal units were prospectively evaluated by MRA. We used SRA supplemented by findings at donor nephrectomy (DN) as our standard. We defined a positive test as the detection of any abnormality in the number of renal arteries. Selective renal angiography yielded a sensitivity of 86%, specificity of 95%, positive predictive value (PPV) of 75%, and negative predictive value (NPV) of 97% compared with findings at DN. MRA had a sensitivity of 64%, 88% specificity, 58% PPV, and 90% NPV. MRA correctly identified only 7 of 11 renal units with accessory arteries. MRA also incorrectly identified 5 accessory arteries not present on SRA or DN. Two patients diagnosed with fibromuscular dysplasia by SRA were missed using MRA. We have shown that MRA is not capable of replacing SRA as the reference standard in renal donor imaging.


Citations (49)


... The 3D probes developed by Pini and McCann for imaging the heart are examples of this approach. Rickey et al. 1991] propose a 3D probe where the transducer is translated rather than rotated, so that parallel slices are acquired. Steen and Olstad 1994] place a 2D probe in a holder which uses a stepper motor to either tilt, rotate or translate the scan plane. ...

Reference:

Surface Reconstruction in 3D Medical Imaging
Quantitative three-dimensional true velocity colour Doppler imaging
  • Citing Article
  • January 1991

... On the other hand, daily routine quantification of vascular diseases in carotid vessels is currently restricted to manually measured criteria, such as those described by NASCET and ECTS [68]; CTA showed very good results in detecting ulcerations [69,70], identifying rupture of the fibrous cap [71], the evaluation of inflammation, and the extent of neovascularization, with the degree of postcontrast plaque enhancement [72]. ...

Accuracy and Prognostic Consequences of Ultrasonography in Identifying Severe Carotid Artery Stenosis
  • Citing Article
  • October 1995

Stroke

... Flow of a blood-mimicking 40% glycerol solution 26 was initiated by the pump using a preprogrammed carotid artery waveform. 27,28 Ultrasound imaging was conducted using a Philips EPIQ 7 Elite ultrasound system equipped with a L12-3 linear array transducer (Philips Healthcare, Markham, ON, Canada). Contrast-enhanced ultrasound was performed using the ultrasound contrast agent, DEFINITY (Lantheus Medical Imaging, Billerica, MA). ...

Recent flow analysis studies in vascular models using doppler ultrasound

... 3-D imaging has already largely been studied in active US imaging. It can be performed using linear probes with mechanical scans or freehand scans with mechanical localizers, or 2-D matrix arrays with different shapes [14], [15]. For cavitation imaging, mechanical scans are an unsuitable technique as cavitation events have extremely rapid dynamics and real-time localization would not be conceivable. ...

Three-dimensional ultrasound imaging
  • Citing Article
  • May 1995

Proceedings of SPIE - The International Society for Optical Engineering

... Digital particle imaging (DPI) is a well-established technique that is valuable as a means o f visualizing the 3-D flow patterns and as a reference for comparison with the DUS data. Flow can be visualized in transparent phantoms o f identical model geometry as used in DUS and CFD studies (Steinman et al., 2000;Poepping et al., 2001). The Figure 4 shows the turbulence intensity measured downstream o f a 1.6-mm orifice, demonstrating the ability to quantify turbulence. ...

Four-dimensional Doppler ultrasound measurements in carotid bifurcation models: Effect of concentric versus eccentric stenosis
  • Citing Article
  • May 2001

Proceedings of SPIE - The International Society for Optical Engineering

... Researchers have extensively explored the problem of mapping 2D ultrasound data onto a 3D voxel grid, developing solutions that balance accuracy, robustness, and computational efficiency. These include voxel-based methods (VBM) that iterate over the voxels in the output image and determine their values from one or more pixels in the ultrasound frames, and pixel-based methods (PBM), iterating over all pixels in the frames and distributing their values over one or more voxels [22]- [24]. Most methods use a form of distanceweighted interpolation involving a spatial distribution kernel, such as a Gaussian or B-spline, and distribute pixel values over a small 3D neighborhood [25]- [27]. ...

Freehand three-dimensional ultrasound: implementation and applications
  • Citing Article
  • April 1996

Proceedings of SPIE - The International Society for Optical Engineering

... This beat frequency is exactly equal to the frequency change caused by the Doppler Effect since it equals the difference between the two frequencies. The relationship between frequency change and relative velocity of source and detector is given by [11]. ...

Three-dimensional color Doppler imaging of the carotid artery
  • Citing Article
  • May 1991

Proceedings of SPIE - The International Society for Optical Engineering

... Furthermore, its temporal resolution was not sufficient to track rapid changes in complex blood flow [22]. Doppler ultrasound bandwidth imaging combining high-frame-rate ultrasound and Doppler bandwidth analysis principles had also been used for describing unstable flow [23], whereas these studies were explored with in vitro models [20,21,24,25]. Phase-contrast magnetic resonance imaging technique could be employed to observe turbulent flow, but it is prone to swallowing, arterial pulsation and respiratory motion artifacts and is time-consuming [26,27]. ...

Evaluation of distal turbulence intensity for the detection of both plaque ulceration and stenosis grade in the carotid bifurcation using clinical Doppler ultrasound

European Radiology

... In several studies, researcher suggested blood flow model using the fluid dynamics concept to analyze the mechanical behavior of the blood vessels. These models are useful to investigate the vessels condition and flow information using image or measurement data directly or inversely [4][5][6][7][8]. Some studies used the CFD data to construct the ultrasound based velocity images using pulsed-wave (PW) Doppler technique or color flow imaging (CFI) for blood flow analysis [9]. ...

Doppler Ultrasound and Numerical Analysis for the Assessment of Hemodynamic Disturbances in Ulcerated Carotid Arteries

Proceedings of the IEEE Ultrasonics Symposium