METHOD FOR TUNING LITHOTRIPSY FREQUENCY TO TARGET SIZE
20230104557 · 2023-04-06
Assignee
Inventors
- Michael R. Bailey (Seattle, WA, US)
- Adam D. Maxwell (Seattle, WA, US)
- Oleg A. Sapozhnikov (Seattle, WA, US)
Cpc classification
A61B2017/00172
HUMAN NECESSITIES
A61B17/2256
HUMAN NECESSITIES
International classification
Abstract
Methods and systems for tuning lithotripsy frequency to target size are disclosed. In one embodiment, a lithotripsy system for comminuting a stone in a body includes: a burst wave lithotripsy (BWL) therapy transducer configured to transmit smooth ultrasound waves within a burst of ultrasound waves toward the stone; and a controller configured to determine operating frequency of the ultrasound waves of the therapy transducer. The operating frequency of the ultrasound waves is determined as:
Claims
1. A lithotripsy system for comminuting a stone in a body, comprising: a burst wave lithotripsy (BWL) therapy transducer configured to transmit smooth ultrasound waves within a burst of ultrasound waves toward the stone; and a controller configured to determine an operating frequency of the ultrasound waves of the therapy transducer; wherein the operating frequency of the ultrasound waves is determined as:
2. The lithotripsy system of claim 1, wherein the wave speed c is a shear wave speed, and wherein Const. corresponds to ¾.
3. The lithotripsy system of claim 1, wherein the operating frequency is a first operating frequency, wherein the first operating frequency operates to break the stone into fragments of a given size range, wherein the controller is configured to determine a second operating frequency such that the second operating frequency (f2) is determined as:
4. The lithotripsy system of claim 3, wherein the therapy transducer is a first therapy transducer capable of generating the first operating frequency, the system comprising a second therapy transducer capable of generating the second operating frequency.
5. The lithotripsy system of claim 3, wherein the second operating frequency is determined based on a target size of the fragments as:
6. The lithotripsy system of claim 1, wherein the burst of ultrasound waves of the BWL therapy transducer comprises at least 5 cycles of the ultrasound waves.
7. The lithotripsy system of claim 1, wherein the burst of ultrasound waves of the BWL therapy transducer comprises at least 8 cycles of the ultrasound waves.
8. The lithotripsy system of claim 1, wherein the ultrasound waves of the BWL therapy transducer are transmitted as the bursts of ultrasound waves, wherein the bursts of ultrasound waves are repeated in a frequency of 10 Hz.
9. The lithotripsy system of claim 1, wherein the waves of the BWL therapy transducer are transmitted as bursts of ultrasound waves, wherein the bursts are repeated in a frequency of 20 Hz.
10. The lithotripsy system of claim 1, wherein the burst wave lithotripsy (BWL) therapy transducer generates an acoustic pressure p.sub.0 in a focal plane and a principal stress T.sub.zz in the stone, and wherein a ratio of T.sub.zz/p.sub.0 is higher than 2.
11. The lithotripsy system of claim 10, wherein the burst wave lithotripsy (BWL) therapy transducer causes an acoustic pressure p.sub.0 in a focal plane and a principal stress T.sub.zz in the stone, and wherein a ratio of T.sub.zz/p.sub.0 is higher than 4.
12. The lithotripsy system of claim 1, wherein the ultrasound waves are sinusoidal waves.
13. A method for comminuting a stone in a body using an ultrasound, comprising: determining an operating frequency of smooth ultrasound waves of a burst wave lithotripsy (BWL) therapy transducer, wherein the therapy transducer is configured to transmit the ultrasound waves within bursts of ultrasound waves at the operating frequency toward the stone; wherein the operating frequency is determined as:
14. The method of claim 13, wherein the wave speed c is a shear wave speed, and wherein Const. corresponds to ¾.
15. The method of claim 13, wherein the operating frequency is a first operating frequency, wherein the first operating frequency operates to break the stone into fragments of a given size range, wherein a second operating frequency (f2) is determined as:
16. The method of claim 15, wherein the therapy transducer is a first therapy transducer capable of generating the first operating frequency, the method comprising generating the second operating frequency by a second therapy transducer.
17. The method of claim 13, wherein the operating frequency of the ultrasound waves (f.sub.final) is determined based on a target size of stone fragments as:
18. The method of claim 17, wherein entire treatment is executed with the therapy transducer operating at the operating frequency of the ultrasound waves f.sub.final.
19. The method of claim 13, wherein the therapy transducer generates an acoustic pressure p.sub.0 in a focal plane and a principal stress T.sub.zz in the stone, and wherein a ratio of T.sub.zz/p.sub.0 is higher than 2.
20. The method of claim 19, wherein the therapy transducer generates an acoustic pressure p.sub.0 in a focal plane and a principal stress T.sub.zz in the stone, and wherein a ratio of T.sub.zz/p.sub.0 is higher than 4.
21. The method of claim 13, wherein the ultrasound waves are sinusoidal waves.
Description
DESCRIPTION OF THE DRAWINGS
[0006] The foregoing aspects and many of the attendant advantages of this invention will become more readily appreciated as the same become better understood by reference to the following detailed description, when taken in conjunction with the accompanying drawings, wherein:
[0007]
[0008]
[0009]
[0010]
[0011]
[0012]
[0013]
[0014]
[0015]
[0016]
[0017]
[0018]
[0019]
[0020]
[0021]
[0022]
DETAILED DESCRIPTION
[0023] While illustrative embodiments have been illustrated and described, it will be appreciated that various changes can be made therein without departing from the spirit and scope of the invention.
[0024] Unlike shock wave lithotripsy, burst wave lithotripsy (BWL) uses tone bursts, consisting of multiple periods of a sinusoidal wave. In this inventive technology, inventors have established an analytical theoretical approach to modeling mechanical stresses in a spherical stone to assess the dependence of frequency and stone size on stress generated in the stone. The inventors have found that at low frequencies, when the wavelength is greater than the diameter of the stone, the maximum principal stress is approximately equal to the pressure amplitude of the incident wave. With increasing frequency, when the diameter of the stone begins to exceed about half the wavelength in the surrounding liquid (the exact condition depends on the material of the stone), the maximum stress increases and can become more than 6 times greater than the incident pressure. These results suggest that the BWL frequency can be increased for small stones in order to improve the likelihood and rate of fragmentation.
[0025] The inventive technology is generally directed to using variable ultrasound frequencies in relation to stone size. Using a linear elastic numerical model, a relationship is defined between a characteristic size of the target object and burst wave lithotripsy (BWL) frequency which may amplify the applied pressure several times in the stone. Aside from this optimal frequency, a frequency too high or too low results in significantly less amplification, if any. The relationship discovered by the inventor can be described as:
[0026] (diameter of the target object)*(frequency of the BWL wave)/the shear wave speed=approximately ¾ (or another constant, depending on what wave speed is used).
[0027] Furthermore, the inventors have found that the above threshold frequency works well on the larger target objects too (i.e., stones that are larger than the threshold diameter). Stated differently, higher frequencies continue to break larger stones and create the stress amplification within the stone, just not at the center of the stone, whereas lower frequencies do not result in the same amplification.
[0028] Additionally, in some embodiments of the inventive technology, an application of at least three cycles in the BWL works well, and more cycles may further amplify the stresses. In some embodiments, a large stone is treated first at one frequency and when as the stone breaks, a higher frequency is used to further fracture the stone fragments.
[0029] Some embodiments of the present technology use probes of different frequencies to this end.
[0030]
[0031] The illustrated ultrasound system 100 includes an imaging probe 22 incorporating one or more piezoelectric transducer elements 22i. In the illustrated embodiment, the operation of the imaging probe 22 is analogous to that of the therapy probe 14. Namely, the imaging transducer elements 22i also transmit ultrasound waves toward the object of interest, but typically at a frequency that is different from that of the therapy transducer. When the imaging ultrasound waves impinge on the object of interest (e.g., a kidney stone) and reflect back toward the piezoelectric elements 22i of the imaging probe 22, the reflected ultrasound waves generate AC signals in the imaging transducer elements 22i. These AC signals are processed by an imaging system 20, and are displayed on a display 30 of the system to provide an indication of, for example, shape, location, or motion of the object of interest or the surrounding tissue. However, in other embodiments the ultrasound system may not include the imaging probe and/or may rely on non-ultrasound imaging techniques. Operation of the system (e.g., choice of frequency, amplitude, duty factor, etc., of the ultrasound) may be controlled by a controller 35.
[0032] In some systems, the therapy probe and imaging probe are coupled to form a combined probe. An example of such combined probe is illustrated in
[0033]
[0034]
[0035]
A. Analytical Description
[0036] Below is an analytical description of elastic waves in a spherical stone in a liquid caused by an axisymmetric acoustic beam is derived. We consider the continuous wave (CW) case, and physical quantities {tilde over (F)}(r,t) (e.g., acoustic pressure {tilde over (p)}, stress components {tilde over (T)}.sub.ij, particle displacement ũ, etc.) depend on time sinusoidally: {tilde over (F)}(r,t)=Re[F(r) exp(−iωt)], where F is a complex amplitude of {tilde over (F)}. In the liquid, the wave equation results in the following Helmholtz equation:
Δp+k.sup.2p=0. (1)
[0037] Here p is the complex amplitude of the acoustic pressure,
is the wavenumber, ω is angular frequency, and c.sub.0 is the speed of sound in the liquid. According to the equation of motion, for the mentioned time dependence ˜e.sup.−iωt, the particle displacement complex amplitude u in the liquid is expressed as follows:
[0038] where ρ.sub.0 is the liquid density.
[0039] The motion of the solid material (inside the sphere) is convenient to describe using the particle displacement vector u. In the general case it can be represented by the scalar and vector potentials φ and A:
u=−∇Φ+∇×A (3)
[0040] The scalar and vector potentials Φ and A describe the longitudinal and shear waves, correspondingly, and as such are governed by the following Helmholtz equations:
ΔΦ+k.sub.l.sup.2Φ=0, (4)
ΔA+k.sub.t.sup.2A=0. (5)
[0041] Here
are the wavenumbers for the longitudinal and shear waves. The corresponding wave velocities c.sub.l and c.sub.t are expressed as follows:
where λ and μ are the Lame constants, p.sub.*is the density of the sphere material. According to Hooke's law, the mechanical stress tensor is expressed through the displacement vector u=(u.sub.1, u.sub.2, u.sub.3):
[0042] where δ.sub.ij is the Kronecker delta.
[0043] Let an axisymmetric beam with its axis directed along the z-axis be scattered from an elastic sphere in a liquid. Let the center of the sphere be positioned at the origin of the coordinate system. In such a case it is convenient to use spherical coordinates:
p.sub.i=Σ.sub.n=0.sup.∞Q.sub.nP.sub.n(cos θ)j.sub.n(kr), (7)
[0044] where r is radial distance (distance to origin, i.e., the stone center), θ is polar angle (angle with respect to axis z-axis), P.sub.n(.Math.) and j.sub.n(.Math.) are the Legendre polynomials and spherical Bessel functions, correspondingly, and the coefficients Q.sub.n describe the structure of the axisymmetric incident beam. For instance, in the case of a plane incident wave propagating along the z axis, p.sub.i=p.sub.0 exp(ikz),
Q.sub.n.sup.(plane wave)=p.sub.0i.sup.n(2n+1). (8)
[0045] Another case is a quasi-Gaussian beam focused on the center of the scatterer. The expression for Q.sub.n in such a case can also be presented analytically.
[0046] The scattered wave in fluid will be of the form
[0047] where h.sub.n.sup.(1)(.Math.) are the spherical Hankel functions of the first kind, and c.sub.n are coefficients that depend on sphere diameter and acoustic properties of the liquid and solid materials.
[0048] Because the incident acoustic beam has an axially symmetric structure, there is no dependence on the azimuthal angle φ (angle of rotation around the z-axis). Therefore, there is no displacement tangential to the direction of rotation (u.sub.φ=0). The two other components of the vortical part of the displacement vector are
[0049] Because
only the azimuthal component A.sub.φ is needed, i.e., the pair of functions Φ and A.sub.φ fully describe the displacement field. These potentials can be expressed in the following form:.sup.21, 24
[0050] Here a.sub.n and b.sub.n are coefficients and, similar to c.sub.n, depend on the sphere diameter and acoustic properties of the media.
[0051] Because previous publications solving the problem of acoustic wave scattering from an elastic sphere do not describe the stress and displacement fields inside the sphere, the corresponding expressions are derived here. Let us introduce the following notations for the spherical Bessel functions arguments: ξ=k.sub.l r, η=k.sub.tr, and =kr. According to Eqs. (7) and (9), the complex amplitude of the total pressure p=p.sub.i+p.sub.s has the following form:
p=Σ.sub.n=0.sup.∞Q.sub.n[j.sub.n()+c.sub.nh.sub.n.sup.(1)(
)]P.sub.n(cos θ), (12)
[0052] The stress tensor components in the spherical coordinates are expressed by the following equations, which follow from Eqs. (3) and (6):
[0053] Here â.sub.n=2μk.sub.l.sup.2a.sub.n, {circumflex over (b)}.sub.n=2μk.sub.t.sup.2b.sub.n, the prime indicates the derivative over the function argument, and the second derivative of the spherical Bessel function is expresses as
is an auxiliary constant, where
is Poisson's ratio.
[0054] The particle displacement components in the liquid, according to Eqs. (2) and (12), are expressed as follows:
[0055] In the sphere, the corresponding expressions follow from Eqs. (3), (10), and (11):
[0056] Note that the related axial and lateral components of the particle displacement, u.sub.∥ and u.sub.⊥, are expressed through the components u.sub.r and u.sub.θ as follows:
u.sub.∥=u.sub.r cos θ−u.sub.θ sin θ (21)
u.sub.⊥=u.sub.r sin θ+u.sub.θ cos θ. (22)
[0057] The expansions' coefficients a.sub.n, b.sub.n, and c.sub.n are derived from the boundary conditions on the surface of the sphere (r=a), which are continuity of the normal stress p=−T.sub.rr, absence of the tangential stress T.sub.rθ=0, and continuity of the normal component of the displacement u.sub.r. The corresponding expressions can be represented in the following form:
where the following auxiliary notations are used:
Note also that
[0058] Equations (12)-(35) provide the exact analytical solution of the considered problem. In lithotripsy, the fracture of stones is the primary effect of interest. The maximum principal stress and peak elastic energy in the stone can be used as parameters that indicate the possibility to initiate appearance and growth of cracks. To find these values, it is necessary to express the time-dependent stress tensor components:
{tilde over (T)}.sub.ij(r,θ,t)=Re[T.sub.ij(r,θ)exp(−iωt)]. (36)
[0059] The principal stress components can be expressed as follows:
[0060] From here, the time-dependent maximum principal stress in different points in the stone can be calculated:
T max(T.sub.I,T.sub.II,T.sub.III).sub.max. (39)
[0061] Elastic potential energy distribution in the stone can be characterized by the free energy density, which is expressed through the stress tensor:
[0062] Here
is the bulk modulus, {tilde over (T)}.sub.ik{tilde over (T)}.sub.ik={tilde over (T)}.sub.rr.sup.2+{tilde over (T)}.sub.θθ.sup.2+{tilde over (T)}.sub.φφ.sup.2+2{tilde over (T)}.sub.rθ.sup.2, and {tilde over (T)}.sub.u={tilde over (T)}.sub.rr+{tilde over (T)}.sub.θθ+{tilde over (T)}.sub.φφ.
[0063] Note that for stones that are not too large in comparison with the wavelength, the greatest stresses and free energy density are achieved near the center of the stone. In the center of the sphere, expressions for the maximum principal stress and free energy density are simplified and do not require the use of infinite sums and special functions, since at r=0 only the terms of Eqs. (13)-(16) corresponding to the indices n=0 and n=2 are nonzero.
B. Finite-Difference Model
[0064] The analytical solution described above is applicable only to the case of a uniform spherical stone. For stones of arbitrary shape and structure, the analysis can be performed using direct numerical modeling, e.g., in finite differences. In the axisymmetric case it is convenient to use cylindrical coordinates (r.sub.⊥, z, φ), where r.sub.⊥ is the transverse coordinate. Because of the axial symmetry, the velocity vector
has only two components: radial, {tilde over (v)}.sub.r⊥, and axial, {tilde over (v)}.sub.z, and the stress tensor has only four nonzero components: {tilde over (T)}.sub.r⊥r⊥, {tilde over (T)}.sub.zz, {tilde over (T)}.sub.φφ, and {tilde over (T)}.sub.r⊥z. Here, as earlier, the tilde indicates the full time-dependent quantity versus the complex amplitudes of the quantity. These six functions describing the mechanical field are governed by the following evolution equations:
[0065] In the numerical modeling, it is convenient to consider the liquid and stone as one inhomogeneous medium, whose parameters ρ, λ, and μ are functions of the coordinate locations. In the liquid, ρ=ρ.sub.0, λ=ρ.sub.0c.sub.0.sup.2, and μ=0. In the stone, ρ=ρ.sub.*, λ=ρ.sub.*(c.sub.l.sup.2−2c.sub.t.sup.2), and μ=p.sub.*c.sub.t.sup.2. When such parameters are used in Eqs. (41)-(46), the boundary conditions at the stone surface are satisfied automatically.
[0066] To solve the system of Eqs. (41)-(46) numerically, the partial differential equations are discretized using a central differencing scheme with staggered grids in both space and time. To account for an incident acoustic wave, a proper boundary condition is set at the calculation box boundary. The typical spatial grid step for the coordinates was 50 μm, and the temporal step was 10 ns, which was sufficient to maintain stability and accuracy. A matched layer (PML) of 1.5-mm thickness is placed at the boundary of the calculation region of 50×50 mm size.
[0067] Similar to the analytical approach, the results of numerical modeling are analyzed using maximum principal stress and free energy density. The principal stress components are expressed similar to Eqs. (37):
[0068] and the third principal stress is described by Eq. (38), i.e., T.sub.III={tilde over (T)}.sub.φφ. The maximum principal stress then is calculated according to Eq. (39). The free energy density has the form of Eq. (40), in which {tilde over (T)}.sub.ik{tilde over (T)}.sub.ik={tilde over (T)}.sub.r⊥r⊥.sup.2+{tilde over (T)}.sub.zz.sup.2+{tilde over (T)}.sub.φφ.sup.2+2{tilde over (T)}.sub.r⊥z.sup.2, and {tilde over (T)}.sub.ll={tilde over (T)}.sub.r⊥r⊥+{tilde over (T)}.sub.zz+{tilde over (T)}.sub.φφ.
[0069] In lithotripsy, the formation of cracks under the action of a tensile load is of interest; therefore, it is convenient to use the maximum principal stress T.sub.max as a parameter. As the inventors' interest is the effect of the wave frequency on T.sub.max and since the maximum principal stress also depends on time, it makes sense to use the peak value of the maximum stress in time,
as an indicator of the impact at the selected point of the stone, and to characterize the possibility of stone fragmentation, use the largest value within the entire stone,
This value depends on the frequency of the wave and the size of the stone by means of a dimensionless frequency ka. Here data are presented versus ka for the sounds speed in the surrounding water.
C. Material Properties
[0070] To relate the study to lithotripsy, the properties of the sphere are chosen to represent natural kidney stones and commonly used artificial stone models for testing that are shown in Table 1 below. For example, the liquid can be water with the density ρ.sub.0=1000 kg/m.sup.3 and the speed of sound c.sub.0=1500 m/s, which is reasonable for urine or tissue that surrounds the stone. The shape of the stone was spherical for the analytical theory, and spherical, cylindrical, or biconical (with diameter equal to the length) for the finite-difference modeling.
TABLE-US-00001 TABLE 1 Properties Used in the Simulation to Model Renal Calculi Composition MATERIAL* ρ, kg/m.sup.3 c.sub.l, m/s c.sub.t, m/s Water 1000 1500 0 COM 1823 4476 2247 COD 1875 2687 1344 *COM = calcium oxalate monohydrate; COD = calcium oxalate dihydrate
D. Experiments
[0071] The rate of stone breakage by low (390 kHz) and high (830 kHz) frequency BWL in stones ranging in size of 1-3 mm and 3-5 mm was evaluated in water bath. In some embodiments, the 830-kHz transducer was used because it had the same beamwidth (>5 mm) of the 390-kHz transducer to be effective on stones 5-mm and smaller and a frequency predicted to be effective on stones 1 mm and larger; the 650-kHz transducer used above had a narrower beamwidth only appropriate for the 2.6-mm stone. Each set of stones were matched by size and exposed to either the low frequency or high frequency burst. In addition, a third set of 3-5 mm stones was exposed to a combination of low frequency burst followed by a high frequency burst (Mixed Set).
[0072] Stones: All stones were predominately COM (>95% as measured by infrared spectroscopy), and all were hydrated for more than one week before the experiment. All stones were weighed wet before use. COM stones are the most common type, and other stone compositions were investigated too.
[0073] Setup: The stone was held in a water-filled depression in a tissue mimicking phantom simulating a calyx. The depression was cylindrical with a 5-mm diameter×10-mm deep well with a pointed bottom that ensured stone and fragments stayed at the focus. The transducer pointed downward at the phantom in a water bath at 50% oxygen saturation. The conditions were chosen to mimic thresholds for cavitation in vivo as measured with the 390-kHz frequency, and exposure conditions for clinical trials with 390-kHz were chosen to avoid formation of a cavitation cloud. The inline ultrasound imaging is used to detect if a cavitation cloud forms, and treatment is then paused. No cavitation clouds were observed in the current experiment with either frequency.
[0074] Fragments were removed from the phantom every 2.5 minutes and passed through a 1-mm sieve. The remaining (residual) fragments that did not pass through the sieve were weighed and then passed through a 2-mm sieve. The residual fragments that did not pass through the 2-mm sieve were again weighed. All stones greater than 1 mm were returned to the phantom for more treatment.
[0075] Exposure parameters: The BWL therapy was delivered using two separate transducers for the different frequencies, but both had the same beamwidth, which was 6 mm and wider than the maximum dimension of all the stones. The exposure consisted of 6 MPa peak negative pressure, 20-cycle pulse duration, and 10 Hz pulse repetition frequency. This was consistent with the clinical dose taking into consideration tissue attenuation. All stones were exposed for 10 minutes maximum. In the mixed frequency case, the first 2.5-minute exposure was at low frequency and the remaining 7.5-minute exposure was at high frequency.
[0076] Analysis: The residual masses were normalized to the initial mass and averaged at each time point for each exposure, sieve size, and stone (set) size. Large stones and small stones were analyzed separately. The rates of comminution were statistically compared in two approaches: interval censored time-to-event data and longitudinal data analysis based on the remaining percentages. Time-to-event data included two approaches: generalized log-rank and a Cox proportional hazard model for interval censored data. The longitudinal data analysis approach was used to predict the probability outcome of complete comminution based on the remaining residual stone masses and were analyzed overall and at each time point. Linear mixed effects models were used with a random intercept for stone level, and another random intercept at the matching level. Time was treated as a categorical variable, for the time trend is nonlinear. The frequency effects were analyzed by comparing the longitudinal mean profiles across different frequencies. All duplicate measures agreed on statistical significance (p-value<0.05), and the highest p-value is presented.
[0077]
[0078]
[0079]
[0080]
[0081] where:
[0082] d is a diameter of the target object,
[0083] f is a frequency of the BWL wave,
[0084] c is the shear wave speed (or other representative wave speed) in the target (e.g., body stone), and
[0085] Const. is a predetermined constant. The inventors have found that the value of the predetermine constant corresponds to approximately ¾ in many cases, especially when the shear wave speed is used as a representative wave speed in the target. However, values of the “Const.” that are different from ¾ are also possible in different embodiments depending on the representative wave speed used in equation (48). For example, the value of Const. is approximately ⅜ when the representative value of c corresponds to the longitudinal wave speed. Other representative value is possible when the representative value of c corresponds to the surface value speed.
[0086]
[0087]
[0088]
[0089]
[0090] The ultrasound treatments were delivered in a water bath that was degassed to 45-50% of saturation. Inline ultrasound imaging was used to target the stone and monitor cavitation activity around the stone. Stones were exposed to 10 different parameter sets at a peak negative pressure of 6.2 MPa in 5-minute intervals up to 30 minutes total. After each period, the remaining mass of fragments>2 mm was measured to determine the time course of comminution of the initial stones. There was a clear trend in results with longer pulses producing improved fragmentation. However, increasing the pulse repetition rate with set pulse duration does not always produce faster comminution. The results suggest that more effective fragmentation may be achieved in BWL by long pulse durations and low pulse repetition frequency (PRF) rather than the opposite approach.
[0091]
[0092]
[0093]
[0094]
[0095]
[0096] Although not statistically significant, there is a trend of improved comminution effectiveness with the mixed frequencies. The statistical results for the fraction of stones is consistent with the longitudinal data analysis. Only one time point (at 5 minutes) was found to be significant, but significance was lost when the model was adjusted for multiplicity.
[0097] The terms used in the embodiments of the present disclosure are merely for the purpose of describing specific embodiment, rather than limiting the present disclosure. The terms “a”, “an”, “the”, and “said” in a singular form in the embodiments of the present disclosure and the attached claims are also intended to include plural forms thereof, unless noted otherwise.
[0098] Many embodiments of the technology described above may take the form of computer- or controller-executable instructions, including routines executed by a programmable computer or controller. Those skilled in the relevant art will appreciate that the technology can be practiced on computer/controller systems other than those shown and described above. The technology can be embodied in a special-purpose computer, controller or data processor that is specifically programmed, configured or constructed to perform one or more of the computer-executable instructions described above. Such computers, controllers and data processors may include a non-transitory computer-readable medium with executable instructions. Accordingly, the terms “computer” and “controller” as generally used herein refer to any data processor and can include Internet appliances and hand-held devices (including palm-top computers, wearable computers, cellular or mobile phones, multi-processor systems, processor-based or programmable consumer electronics, network computers, mini computers and the like).
[0099] From the foregoing, it will be appreciated that specific embodiments of the technology have been described herein for purposes of illustration, but that various modifications may be made without deviating from the disclosure. Moreover, while various advantages and features associated with certain embodiments have been described above in the context of those embodiments, other embodiments may also exhibit such advantages and/or features, and not all embodiments need necessarily exhibit such advantages and/or features to fall within the scope of the technology. Where methods are described, the methods may include more, fewer, or other steps. Additionally, steps may be performed in any suitable order. Accordingly, the disclosure can encompass other embodiments not expressly shown or described herein. In the context of this disclosure, the term “about,” approximately” and similar means+/−5% of the stated value.
[0100] For the purposes of the present disclosure, lists of two or more elements of the form, for example, “at least one of A, B, and C,” is intended to mean (A), (B), (C), (A and B), (A and C), (B and C), or (A, B, and C), and further includes all similar permutations when any other quantity of elements is listed.