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Research Article

Miniature microwave applicator for murine bladder hyperthermia studies

, , , , , , & show all
Pages 456-465 | Received 14 Dec 2011, Accepted 15 Mar 2012, Published online: 12 Jun 2012

Abstract

Purpose: Novel combinations of heat with chemotherapeutic agents are often studied in murine tumour models. Currently, no device exists to selectively heat small tumours at depth in mice. In this project we modelled, built and tested a miniature microwave heat applicator, the physical dimensions of which can be scaled to adjust the volume and depth of heating to focus on the tumour volume. Of particular interest is a device that can selectively heat murine bladder.

Materials and methods: Using Avizo® segmentation software, we created a numerical mouse model based on micro-MRI scan data. The model was imported into HFSS™ (Ansys) simulation software and parametric studies were performed to optimise the dimensions of a water-loaded circular waveguide for selective power deposition inside a 0.15 mL bladder. A working prototype was constructed operating at 2.45 GHz. Heating performance was characterised by mapping fibre-optic temperature sensors along catheters inserted at depths of 0–1 mm (subcutaneous), 2–3 mm (vaginal), and 4–5 mm (rectal) below the abdominal wall, with the mid depth catheter adjacent to the bladder. Core temperature was monitored orally.

Results: Thermal measurements confirm the simulations which demonstrate that this applicator can provide local heating at depth in small animals. Measured temperatures in murine pelvis show well-localised bladder heating to 42–43°C while maintaining normothermic skin and core temperatures.

Conclusions: Simulation techniques facilitate the design optimisation of microwave antennas for use in pre-clinical applications such as localised tumour heating in small animals. Laboratory measurements demonstrate the effectiveness of a new miniature water-coupled microwave applicator for localised heating of murine bladder.

Introduction

Superficial bladder cancer is currently treated with intravesicular chemotherapy, using mitomycin-C (MMC). However, as with other chemotherapy drugs, tumour cells eventually develop a resistance to MMC, rendering the treatment less effective or completely ineffective Citation[1]. In vitro studies have shown that the application of hyperthermia to cancer cells (increasing temperature to 41–43°C) increases their sensitivity to MMC and reverses MMC resistance Citation[2]. A recent 18-patient pilot study demonstrated a safe and reliable method for heating bladder to 40–43°C as an adjuvant therapy during MMC treatments Citation[3]. Given the promising implications of this study, we are now interested in using established murine bladder cancer models to study the mechanisms behind the increased effectiveness observed in combination hyperthermia and intravesicular MMC treatments in order to better assess the future potential of such combinatory treatment protocols.

The most commonly used method for inducing hyperthermia in murine tumour models is to submerse the tumour-bearing portion of the mouse into a hot water bath Citation[4–8]. Since this method cannot provide selective power deposition into tissues at depth, it has been useful mainly for tumours in the hind limb where the region immersed can be limited primarily to the target tumour mass. Water bath heating of murine bladder would require circulation of heated water through the bladder or submersing the lower half of the mouse's body. The former is not technically achievable for a 0.15 mL bladder and the latter would heat the entire hind quarter of the mouse. This would elevate the mouse's central body temperature to dangerous levels, which could be toxic. Other methods for locally heating deep-seated organs such as the urinary bladder have been explored. A few examples include ultrasound transducers Citation[9] and RF heating with parallel-plate configurations Citation[10] which have been shown to effectively heat superficial murine flank tumours. Ferrite powder [11, 12], water-based ferrofluids [13], or iron oxide nanoparticles Citation[14] could be instilled into the bladder, which would then heat up with the application of an external magnetic field. Although potentially effective, these methods are expensive and may require invasive methods to effectively deliver the metal powders and particles to the region of interest.

This work presents a simulation-based approach to antenna design for pre-clinical hyperthermia studies. Before electromagnetic simulation techniques were available, microwave antenna optimisation was accomplished through an iterative build-and-test method and some scientists still employ this method, while others use advanced simulation techniques to reduce the overall cost and time required to develop a new device from concept to working product. HFSS™ (Ansys, Canonsburg, PA) is an effective simulation tool for designing antennas. It employs the finite-element method to approximate the solution to the partial differential equations that define electromagnetic wave propagation and power deposition in different media. HFSS™ and other electromagnetic simulation software packages are often used to predict power deposition in patients for hyperthermia treatment planning Citation[15–17] where accurate 3-dimensional (3D) anatomical models of patients are employed. This study uses the same methods to design an antenna with optimal performance based on the results of parametric electromagnetic studies in HFSS™ as well as thermal studies in COMSOL Multiphysics® (Burlington, MA) in a 3D numerical murine model.

This approach to antenna optimisation for pre-clinical hyperthermia devices facilitated the creation of a cost-effective and non-invasive microwave heat applicator that could locally heat murine bladder while maintaining normothermic skin and core body temperatures. Since the physical dimensions of the prototype applicator designed in this project can be scaled with frequency to adjust the diameter and depth of heating, the design procedure described in this work may be applied to design similar devices for other small-animal hyperthermia studies.

Materials and methods

Antenna design optimisation

The first step in the development of a simulated murine bladder heating model was the creation of an anatomically accurate, 3D computer-aided design model of a mouse. Micro-MR images of a female mouse (acquired using a 7 T Magnex Scientific magnet) were obtained from Duke University's Center for In Vivo Microscopy. The images used to create a 3D model have a resolution of 6.25 µm resolution in all three dimensions. Using Avizo® software package (Visualization Sciences Group, Burlington, MA), the micro-MR images were segmented to yield 3D surfaces for the mouse's body, bladder, vagina, and rectum. These surfaces were assumed to be the outer boundary of a uniform volume of tissue. Once imported into HFSS™ electromagnetic simulation software, frequency-dependent tissue properties, acquired from literature Citation[18], were assigned to each volume. Tissue properties at 2.45 GHz are listed in . The mouse was orientated to lie on its back, with the applicator positioned over the pelvis. For the purposes of optimising the antenna, no significant differences were seen with the addition of typical thickness skin and fat layers between the applicator and bladder.

Table I.  Properties of murine tissues at 2.45 GHz Citation[18].

To achieve adequate power deposition in the bladder with an integrated surface-cooling system, we used a deionised (DI) water-loaded circular waveguide design. The largest diameter tubular waveguide which allows for only a single mode to propagate was selected by sweeping through diameter sizes in 1-mm increments. The length of the coaxial monopole feed protruding inside the tube and the distance between the backshort (end plate of waveguide tube) and the coaxial feed were design variables, and a parametric sweep of these variables was performed to optimise the applicator load impedance (S11) when coupled to the pelvis of the mouse and to maximise specific absorption rate (SAR) in the bladder.

Convergence was met when a maximum change of 5% in the S-parameters was achieved between two consecutive adaptive mesh passes. The S11 was optimised at less than 1% reflected power for 2.45 GHz. Following optimisation of the antenna design parameters for load impedance, the local SAR pattern was also determined with HFSS. Similar to previous work in which an array of patch antennas was optimised to maximise power deposition in a tumour target Citation[19], bladder heating efficiency (η) was defined by integrating the local SAR in the bladder volume and dividing by total SAR in the mouse (Equation 1). This efficiency value was optimised to obtain maximum differential heating of the bladder.

Because DI water efficiently absorbs electromagnetic power at 2.45 GHz, the overall height of the waveguide was minimised to optimise transmission of power into the mouse (S21) and minimise direct heating of the coupling fluid. The water input channel and coaxial connector size required that the height of the waveguide from the centre of the coaxial input feed to the circular waveguide output port be at least 15 mm. In a circular waveguide, the coaxial feed length and backshort distance determine the resistance and reactance of the waveguide. In a circular waveguide, the optimum backshort distance should be around 0.25λ (3.4 mm in our water-loaded waveguide), but the waveguide was constructed with a 1–10 mm range adjustable backshort distance so the feed-point reactance could be manually adjusted as needed to impedance match the applicator to the mouse load. This was realised in construction by soldering a copper disc (backshort) to the end of the water output port tube which had a watertight sliding fit in the back end of the circular waveguide. The backshort can then be positioned closer to or further from the coax feed by sliding the water output port in or out of the applicator (see ).

Figure 1. (A) Parameters varied to optimise SAR and S11, (B) front view picture of 2.45 GHz applicator, (C) bottom view picture of 2.45 GHz applicator, (D) HFSS model of the applicator on the mouse, (E) snapshot of experimental set-up for murine bladder hyperthermia study with applicator positioned on the skin overlying the pelvis.

Figure 1. (A) Parameters varied to optimise SAR and S11, (B) front view picture of 2.45 GHz applicator, (C) bottom view picture of 2.45 GHz applicator, (D) HFSS™ model of the applicator on the mouse, (E) snapshot of experimental set-up for murine bladder hyperthermia study with applicator positioned on the skin overlying the pelvis.

Thermal modelling

To complete the optimisation of a murine bladder heating system, a heat transfer study was implemented in COMSOL Multiphysics®. This study was based on the Pennes bioheat transfer equation Citation[20] which accounts for all major thermal inputs and outputs of the energy balance in biological tissue, namely, blood perfusion, thermal storage, heat conduction, metabolic heat production and externally applied SAR (calculated in HFSS).

In the hyperthermia temperature range, both perfusion and metabolism rates increase in response to external applied heating of the targeted tissues. These variations are significant and are accounted for as shown in Equation 2 Citation[21], Citation[22] and Equation 3 Citation[23], Citation[24].

In these expressions temperature (T) is measured in degrees Kelvin, Ea = 0.67 eV is the activation energy, kb is the Boltzmann constant and Qm0 = 10760 W/m3 is the basal heat metabolic rate Citation[25].

Anaesthesia induces hypothermia which adversely affects the normal thermal regulation of mice, inducing a general drop of 30% in basal metabolism Citation[26]. For this reason mice were placed on a heated pad with a constant temperature of 37°C. The rest of the body was exposed to room temperature (25°C) with an assumed convection coefficient of 5 W/m2K. The final thermal boundary condition is water bolus temperature, which is expected to play an important role in avoiding the overheating of skin from the externally applied microwave field. All of these considerations were accounted for in this thermal model.

S parameter and SAR validation

With a latex membrane sealed over the front opening of the waveguide to contain the circulating water, the applicator was placed adjacent to skin over the pelvis of C57BL/6 mice (Harlan Laboratories, Indianapolis, IN) and S11 was measured using an Agilent E5071C network analyser. The applicator's adjustable backshort-to-coaxial feed distance was varied until an S11 of approximately −20 dB was obtained for the desired operating frequency of 2.45 GHz. To confirm the validity of SAR patterns simulated by HFSS™, the SAR pattern of the applicator was measured with an electric field probe (APREL Laboratories, Ottawa, Ontario, Canada) that was scanned in a tank containing tissue-equivalent liquid with 1-mm step size in 3D using procedures that have been published previously Citation[27]. The tank contained a mixture of Tween 80 and DI water to create a liquid that simulates muscle tissue at 2.45 GHz. The measured dielectric constant was within 5% and the electrical conductivity within 1% of published values Citation[18].

In Vivo murine bladder heating studies

C57BL/6 mice were anaesthetised with an intraperitoneal injection of 65 mg/kg Nembutal and placed on a thin acrylic platform. Underneath the platform, heated water was circulated to help maintain 37°C core body temperature. Heating performance of the applicator was tested in mice with full bladder volumes of approximately 0.15 mL at 2–3 mm depth. Temperature distributions in the mouse pelvis were characterised by mapping Luxtron® fibre-optic temperature sensors (LumaSense Technologies, Santa Clara, CA) inside three parallel 20 Ga polyurethane catheters inserted into the perineum of the mouse and extending 20 mm superiorly into the pelvis. The catheters were inserted at depths of 0–1 mm, 2–3 mm, and 4–5 mm below the abdominal wall, with the mid-depth catheter passing immediately adjacent to the bladder. The sensors were connected to a motor that pulled the sensors out, stopping to allow for a temperature measurement every 1 mm and then pushing the sensors back 1.5 cm deep again, collecting 15 temperature measurements in each 1-min cycle. Systemic temperature was measured with a stationary fibre-optic temperature probe inserted orally. The temperatures were collected and displayed in real-time using LabVIEW software (National Instruments, Austin, TX), which allowed the user to manually control applicator power as needed to maintain the desired temperature distribution in the mouse at all times. All murine in vivo studies described in this paper were conducted in accordance with the Institutional Animal Care and Use Committee at Duke University.

Results

With the fixed backshort distance of 0.25λ, a parameter sweep in HFSS™ determined the optimal coaxial probe length to be 1.5 mm past the centre line of the waveguide (6.25 mm from the sidewall feed-point). shows pictures of the prototype 2450 MHz applicator, HFSS™ model, and the applicator being used in a murine bladder hyperthermia study.

At 2.45 GHz, the dielectric properties of DI water decrease the wavelength from 12.2 cm to 13.6 mm, with a corresponding decrease in waveguide diameter required for efficient wave propagation. The wave propagation constant was calculated at 1-mm increments over a range in diameter from 4–16 mm, and a diameter of 9.5 mm was selected in order to limit wave propagation to the dominant mode.

After waveguide construction, S11 and SAR were measured in homogeneous muscle tissue simulating material and compared to simulated results. The S11 simulation results are most accurate (≤5%) below 2.6 GHz. demonstrates less than 5% difference between simulated and measured S11 around the critical 2.45 GHz design frequency, with approximately 1% power reflected at 2.45 GHz.

Figure 2. S11: HFSS simulation compared to measurements using an Agilent E5071C network analyser.

Figure 2. S11: HFSS™ simulation compared to measurements using an Agilent E5071C network analyser.

shows that the SAR pattern simulated in HFSS matches well to the SAR data that is measured in muscle-equivalent liquid using an E-field scanning probe. The E-field probe contains three orthogonal dipoles centred 3 mm from the tip; therefore, SAR patterns are recorded with the closest measurements already 3 mm from the antenna front face (). The error between the simulated and measured SAR does not exceed 10%, and applying a moving average window to the simulated data suggests that errors in the side lobe regions may be due to the fact that the diameter of the electric field probe used for SAR measurement is 70% as large as the waveguide aperture.

Figure 3. SAR: HFSS™ simulation compared to measurements with all values normalised to the maximum value at 3 mm depth: (A) profile across x-axis, (B) profile across y-axis, (C) depth profile, (D) 3D SAR measurements in muscle phantom.

Figure 3. SAR: HFSS™ simulation compared to measurements with all values normalised to the maximum value at 3 mm depth: (A) profile across x-axis, (B) profile across y-axis, (C) depth profile, (D) 3D SAR measurements in muscle phantom.

Simulations of SAR in the mouse model () indicate that maximum power deposition will occur in the skin and subcutaneous tissue directly above the bladder. The temperature of skin and subcutaneous tissue may be lowered by circulating appropriate temperature water coolant through the applicator. This make fortuitous use of the high dielectric constant water-loading of the waveguide which is also used to reduce waveguide diameter for operation at 2.45 GHz.

Figure 4. HFSS SAR simulation in mouse model (A) x-axis profile and (B) y-axis profile.

Figure 4. HFSS™ SAR simulation in mouse model (A) x-axis profile and (B) y-axis profile.

presents the effect of the water bolus at different temperatures on the resulting temperature profile. It is readily seen that as the surface temperature is decreased the hot spot moves away from the skin surface to the bladder region and the percentage of bladder heated from 42–44°C is increased.

Figure 5. 2D slice temperature profiles in mouse body, bladder, vagina and rectum with bolus temperature (A) unregulated, (B) constant 41°C, (C) constant 38°C and (D) constant 35°C and RF power set at (A) 5 W and (B), (C), (D) 12 W.

Figure 5. 2D slice temperature profiles in mouse body, bladder, vagina and rectum with bolus temperature (A) unregulated, (B) constant 41°C, (C) constant 38°C and (D) constant 35°C and RF power set at (A) 5 W and (B), (C), (D) 12 W.

To study the relative heating of all mouse tissues, the corresponding tissue average temperatures are presented in . To restrict the analysis to just the heated region, average rectal and vaginal temperatures were calculated from tissue located within a cylinder of the diameter of the antenna and extending down under the antenna. demonstrates that the rectum is always 1–2°C below the temperature of the bladder for bolus temperatures between 35–41°C. These results also indicate that a bolus temperature of 36–38°C will yield the desired temperature range of 42.5–43.5°C in the bladder. For thermosensitive liposomes loaded with mitomycin-C, the assumed target temperature is between 41–43°C, though studies will be conducted with higher and lower bladder temperatures as shown possible in .

Figure 6. COMSOL simulation of average temperatures as a function of bolus temperature.

Figure 6. COMSOL simulation of average temperatures as a function of bolus temperature.

In vitro murine bladder hyperthermia studies were conducted to validate results seen in simulation. As seen in the Mouse 1 experiment (), RF power (15 W) was turned on at the 6-minute time point and steady state was reached at the 10-min time point. At steady state, the subcutaneous tissue was maintained around 40°C due to the cooling effects of 37°C water circulating inside the applicator. Tissues around the bladder and rectum were elevated to 42–43°C while the core body temperature was maintained around 38°C throughout the heating period. The RF power was turned off at the 18-min time point and the tissue temperature returned to normothermic conditions by the 25-min time point. The same heating protocol was used for the following four mice, with minor variations in cooling bolus temperature. RF power level, and heat start and stop times.

Figure 7. Temperature data taken from five independent murine bladder hyperthermia studies. Temperature increases occur when RF power is turned on (around the 2–5 min mark) and decreases occur when RF power is turned off (around the 18–20 min mark). The dotted line signifies 42°C.

Figure 7. Temperature data taken from five independent murine bladder hyperthermia studies. Temperature increases occur when RF power is turned on (around the 2–5 min mark) and decreases occur when RF power is turned off (around the 18–20 min mark). The dotted line signifies 42°C.

Discussion

A miniature water-loaded waveguide applicator operating at 2.45 GHz was optimised, built and tested. The diameter of the applicator scales with frequency and affects the volume and depth of heating. A 2.45 GHz applicator was appropriately sized for heating murine bladder, while lower frequency (larger diameter) applicators would be more ideal for heating larger or deeper regions and higher frequency (smaller diameter) applicators could be designed to heat smaller and more superficial targets. However, when heating deep targets in larger animals such as rabbits and rats, applicator miniaturisation is less necessary and existing hyperthermia systems may be considered. For example, a readily available low frequency (433 MHz) horn antenna has been shown to effectively heat rat bladder Citation[28].

The 2.45 GHz murine bladder heating applicator heats small regions at depth (2–3 mm) while maintaining normothermic surface and core body temperatures. Other designs were considered, such as the open end of a 6-mm diameter semi-rigid coaxial cable; however, the water-loaded circular waveguide was chosen for its overall performance. With a waterbolus naturally integrated into the device itself, this design eliminated the need to construct a separate miniature water bolus for surface cooling.

Bones were not used in the numerical model. They were not visible for segmentation in the micro-MR images and because the pelvic bones in mice are far from the heated region, it was not necessary to include them in this case. Micro-CT images should be considered for future small-animal antenna design and planning studies when bones are in proximity to the treatment region.

Measured S11 of the prototype applicator matches the simulated S11 within 5% at 2.45 GHz. The small difference may be explained by the convergence criteria used in simulation; convergence was met when a maximum change of 5% in the S-parameters was achieved between two consecutive adaptive mesh passes. Greater than 5% error at other frequencies is due to the fact that a dispersive model used for the different tissues in the HFSS model and convergence of S parameters was only required at the frequency of interest (2.45 GHz). Simulated SAR and measured SAR reveal the same pattern of power deposition in muscle-equivalent liquid. The highest difference between simulated and measured SAR is apparent in the side lobe regions likely due to the diameter of the electric field probe used to measure SAR. However, both thermal simulations and measurements confirm that the water cooling eliminates temperature rise in tissues superficial to the bladder and thus negates any deleterious effect that side lobes would have.

In pre-clinical and clinical hyperthermia studies, calculating local SAR is not a good predictor for steady-state temperature in the body because it does not account for thermal effects, such as convection and perfusion, which play such an important role in the thermoregulation of rodents. Therefore, thermal models where these effects are taken into account are paramount for predicting treatment outcome. Accurate thermal models require knowledge of the real SAR and power level in the system, as well as the thermal characteristics of all involved biological tissues. Recently, the relation between model and real-world SAR and power levels was successfully realised Citation[29]. The effect of heat on perfusion is not well-characterised in highly perfused organs and tissues, and therefore more work is still required before thermal models can be used for clinical hyperthermia treatment planning in various organ and tissue sites. For less perfused organs, such as the bladder, thermal modelling is more achievable.

and were the results of a first attempt to characterise the thermal distribution during a murine bladder hyperthermia study with a thermal model. A difference of 1–2°C between the bladder and the rectum was predicted by this thermal model and validated in in vivo experiments (), demonstrating that a thermal model may be used to accurately predict internal temperatures during murine hyperthermia studies. Therefore, electromagnetic and thermal simulations can be used as a reliable system design and treatment planning methodology.

A similar difference of 1–2°C between the bladder and the vagina was predicted (). Temperature measurements could not be taken inside the bladder, but the results of thermal simulations of water cooled microwave antenna heating indicate that a probe in the vagina can be used as a reliable surrogate for the bladder with an accuracy of ± 1°C, where the bladder is always at a higher temperature than that measured in the vagina. Aside from the results of these thermal simulations, the bladder was assumed to be at temperatures close to or higher than the vagina for two reasons: (1) urine is a more efficient absorber of microwave power than the surrounding tissues and (2) surrounding tissues experience the cooling effects of blood perfusion more than urine inside the bladder which has no perfusion.

As seen in , temperature profiles induced by the bladder hyperthermia treatment looked similar in all five mice. Minor differences in the amount of RF power used and temperature of cooling bolus are seen, likely due to how each mouse's body temperature regulation mechanisms respond under anaesthesia. After the hyperthermia treatments, visual inspection of the mouse skin directly under the applicator revealed no burns, as expected from the low measured surface temperatures. In these studies, water bolus temperature was measured at the input port and is likely to be slightly lower than actual skin surface temperature. In future studies, a more accurate measure of skin-bolus interface temperature will be obtained by measuring the temperature of the water flowing from the output port and averaging input and output port temperatures.

We kept body core temperature above 30°C with a temperature controlled water pad placed under the mouse throughout the heat treatment. Due to the fact that mice depend on their tails for thermoregulation, it should be noted that the entire tail of the mouse was placed in direct contact with the temperature-controlled pad. However, the core temperature variations in demonstrate that the temperature-controlled water pad was not a reliable way to regulate body temperature. In future studies, a feedback-controlled constant temperature mat such as the CMA 450 Temperature Controller (CMA Microdialysis, Solna, Sweden) will be used to better maintain core body temperature throughout the heat treatments. A constant temperature boundary under the mouse was used in the thermal simulations. A more reliable method for achieving a constant body temperature experimentally by using a feedback-controlled temperature mat would potentially yield a more reliable method for attaining the internal temperatures seen in .

Although varying antenna operating frequency has the most effect on power deposition pattern and volume of heating, another method to control the depth distribution of heating is to vary temperature of the cooling bolus (). A lower temperature bolus removes more heat from surface tissues, effectively increasing relative heating at depth. Therefore, this microwave antenna can be used either for heating sub-surface tumours while maintaining cool temperatures in overlying tissue, or by increasing bolus temperature can heat tumours effectively from the surface down to 1.5–2 cm depth.

The device described and implemented in this study can form the backbone of a preclinical bladder hyperthermia programme. Temperatures achieved in the mouse bladder are quite similar to what we have achieved clinically in patients using the BSD2000 deep regional heating system. The similarity in temperatures achieved will permit pre-clinical studies to be performed that recapitulate the temperatures achieved clinically. Thus the development of this novel hyperthermia device will allow us to screen drugs in bladder tumour bearing mice for their efficacy in combination with heat Citation[30], Citation[31]. Additionally, we will be able to study the pharmacokinetics and pharmacodynamics of novel chemotherapeutic drugs packaged in thermally sensitive liposomes, thereby refining the tools available for clinical study in humans Citation[32–34].

Conclusion

Until now, there has not been a reliable, cost-effective method to non-invasively heat deep seated small animal targets such as murine bladder while maintaining normothermic skin and body core temperatures. To create a microwave heating device specifically for this purpose, we used electromagnetic simulations to optimise the design of miniature water-loaded circular waveguide antennas operating at 2.45 GHz. We built an optimised prototype and validated its utility for heating murine bladder with laboratory and pre-clinical measurements. The results from these studies confirm that we have built a low-cost microwave applicator that effectively, and non-invasively, heats murine bladder while maintaining normothermic surface and core body temperatures. This device is now available for pre-clinical studies to investigate the effectiveness of combination heat and chemotherapy treatment of bladder cancer.

Acknowledgement

The authors would like to acknowledge Donald V. Pearce Jr of the Duke University Medical Instrument Shop for his work in constructing the prototype applicators.

Declaration of interest: Research was supported by National Institutes of Health grant CA42745-21-23 and an National Science Foundation (NSF) Graduate Research Fellowship. Software was supported by Ansys, COMSOL and VSG. The authors alone are responsible for the content and writing of the paper.

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