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BRCA1 and BRCA2 Testing
Breast Cancer
Breast Cancer Imaging
Breast Pathology
Breast Reconstruction
Breast Surgery
Correspondence to Author: Zeba Cadawea,
Department of Maroun Semaan Faculty of Breast Cancer, American University of Beirut, Beirut 1107 2020, Lebanon.
Abstract:
Objective : Our study’s main goal was to find out how well high intensity focused ultrasound (HIFU) ablation worked in two different cell types
of epithelial breast cancer cell lines: 2D monolayers and 3D spheroids.
Additionally, the study contrasts experimental data empirically with numerical simulation results utilising a computational model for bioheat.
The goal of this comparison is to give a thorough grasp of how acoustic
energy is converted within the biological system during HIFU treatment.
Methods : HIFU was used to MDA-MB 231 and MCF7 epithelial breast
cancer cell lines that were cultivated in two and three dimensions.
During sonication sessions of differing durations, ultrasonication
strength and duty cycle (DC) were systematically varied. Bright field and
fluorescence imaging of the treated areas were used to measure the
temperature elevation and compute the ablation %. The validation of
experimental results was conducted using ablation setup simulations.
Results : When HIFU was applied to spheroids with similar duty cycles
and acoustic intensities, the temperature increase was less (around 20
°C). DC had a significant impact on the amount of tumour ablation; larger DCs resulted in higher ablation percentages. The length of the sonication, however, had no effect on the level of ablation. These findings
were supported by numerical simulations, which showed that the heat
was distributed uniformly throughout the grown cells. Spheroids were
completely ablated at higher DCs and intensities, but at lower levels, only the topmost layers showed ablation.
Conclusion : According to our research, there is a notable difference
in how 2D monolayers and 3D spheroids react to HIFU treatment. Tumour spheroids in particular require smaller temperature elevations
for efficient ablation, and increased DC leads to a large increase in their
ablation.
Keywords :
HIFU, thermal ablation, 2D monolayer, 3D spheroids, duty
cycle, temperature increase.
Introduction: After cardiovascular illnesses, cancer is currently the second greatest cause of mortality worldwide, posing a serious
threat to public health. Notably, among females, breast cancer
is the most well-researched cancer and the primary cause of
cancer-related deaths (1, 2). On the other hand, conventional
breast cancer therapies include a variety of approaches that
depend on the type of cancer, how well the treatment works,
and the stage of the disease. These traditional methods of diagnosis and treatment include radiation, immunotherapy, chemotherapy, and invasive surgery, all of which have significant
hazards to the health and welfare of patients (3, 4). These treatments frequently involve excision of tumours through surgery
or intravenous infusion of chemotherapeutic drugs to target
cancer cells that are multiplying quickly (5). Though sometimes
successful, these methods’ invasiveness results in a number
of negative side effects. These can include a poorly defined
tumour that damages surrounding tissues (6), problems with
medication administration, bleeding, infections, severe illness
(7), and a lengthy recovery period following treatment that necessitates prolonged hospital stays (8, 9). An alternate, non-invasive, and non-ionizing method for precisely ablating tumour
cells is High-Intensity Focused Ultrasound (HIFU). When applied
to a targeted focal region within the body, HIFU can cause coagulative necrosis while sparing other structures that are in the
way of the acoustic beams (10, 11). Thermal and non-thermal
impacts are the two main biological effects that HIFU generally generates on cell ablation (2, 12, 13). The process of thermal ablation raises the temperature of the cells to a range of 60–85 °C
in a matter of seconds by converting acoustic energy to thermal
energy at the target region through an increase in energy density (14). The tumour cells eventually die as a result of the high
temperatures in the focused zone, which also cause protein coagulation and cell membrane fusion. Heat diffusion creates a
temperature gradient outside of this focused zone, where cells
are exposed to temperatures higher than 40 °C without immediately suffering a deadly thermal dose. By means of HIFU waves,
acoustic power is transferred to the target region, causing
cavitation and ultimately causing mechanical breakage of cell
membranes in mechanical ablation, as opposed to non-thermal
ablation. High-pressure acoustic waves cause subcellular-scale
mechanical injury to tissues by altering the gaseous composition of tissues, inducing oscillation and bubble burst.
Patients with malignant tumours of the liver, breast, kidney, and
pancreas have responded well to treatment with HIFU (17, 18).
Still, there needs to be enough research and analysis done on
this technology. Its effectiveness in tumour ablation depends
on several aspects, including the target locations and the ultrasonic parameters used, both of which have a big impact on
the procedure’s success rate. Therefore, in order to maximise
treatment outcomes, it is vital that HIFU technology be thoroughly explored and refined. Improving the effectiveness of
HIFU tumour therapy requires extensive in vitro evaluations,
which include the culture of tumour cells for preclinical cancer
studies. Cells are grown in monolayers using conventional cell
culture techniques, which reproduce along a single plane. This
2D cell culture model has several benefits, such as affordability, ease of upkeep, and simplicity (13), which makes it a good
choice for fundamental cancer research. However, a thorough
understanding of the natural behaviour of cells in vivo depends
on an accurate replication of the complex interactions between
cells and their extracellular environment, which this two-dimensional cell model is unable to provide. These interactions
include cellular responses to external stimuli, gene and protein
expression, differentiation, and proliferation (19). Researchers use spheroid models to get around the drawbacks of the
two-dimensional approach. An extracellular architecture with a
layered structure and a proliferative profile can arise because
spheroids provide a three-dimensional form that allows cells to
interact and proliferate in all directions (20). Oxygen and nutrients are present in this three-dimensional environment, which
enables the growth of cells with a gene expression profile that is very similar to tumour cells. As a result, compared to traditional 2D monolayer cell production, the utilisation of spheroid 3D
cell shapes provides a more precise assessment of biological responses (21). The purpose of this work is to examine the application of HIFU for in vitro thermal ablation of breast cancer cell
lines that are epithelial. These cell lines were grown in three-dimensional spheroidal or two-dimensional monolayer cultures.
The investigation examines the interactions between these two
cell cultures and sonic waves using both computational and
experimental methods. We highlight that 3D spheroids offer
a more representative picture of tumour cells undergoing ultrasonic ablation by employing these two different geometrical
models. We investigated the effects of ultrasonic parameters,
namely duty cycle (DC), sonication duration (SD), and acoustic
strength, on temperature elevation and tumour cell ablation
extent. Moreover, we employed our computational model for
bioheat to compare the outcomes of numerical simulations
with our empirical data. The biological system’s conversion of
acoustic energy is predicted by this model.
Methods
Determining the ultrasound transducer’s power output per unit
volume and focus point was necessary for its characterization.
After receiving a sinusoidal electrical signal from a function
generator (SIGILENT-SDS 1025), which was pre-amplified by a
50-ohm RF power amplifier (100L Broadband Power Amplifier,
Electronics & Innovation Ltd.), the used transducer of a 2 MHz
centre frequency (SU101-019; Sonic Concepts) produced HIFU
waves. An immersible needle hydrophone (Onda HNR-0500)
recorded the mechanical ultrasonic waves that propagated
from the electrical impulses, which were generally transformed
into them by the transducer. The latter transformed them back
into voltage recordings so that they could be processed and
quantized into acoustic intensity and then stored in a data acquisition system (22). When the hydrophone was first installed,
it was attached to a 3D-motorized axis system that allowed it
to move methodically into various locations in relation to the
transducer in order to scan a certain geometric volume (Figure
1A). By using this transmission method, the ultrasound transducer’s focal point—where the greatest intensity of 5 was recorded—was localised at 51.2 ± 0.1 mm from the transducer’s
face in the free-field tank that held distilled water that had been
degassed.
Temperature Acquisition
A K-type thermocouple (Omega) was taped over a gel-filled
glass slide that was positioned at the focal point within a petri
dish in order to quantify the temperature in the focal region of
the ultrasound transducer, which was used in the 2D and 3D
cell ablation experiments (Figure 2A). Heats this intense could
not break the glass slide. The inverted ultrasound probe was
covered with a coupling cone that was sealed with an acoustically transparent membrane to deliver ultrasonic waves, with
the focal area located just 1 mm from the probe’s tip.Using a
pump-perfusion kit (PPS2, Multichannel systems), deionized
water was constantly pumped in and out of the cone at a maximum flow rate of 30 mL/min in order to cool the transducer and
eliminate any possible gas bubbles that might form within the
cone. After that, the cone and the petri dish with the glass slide
were attached. Additionally, a vertically mounted IR-FLIR E40
Thermal Imaging Camera was placed over the petri dish (Figure
2B) in order to gather quantitative data for the investigation of
any temperature variations both inside and outside the focused
ultrasonic transducer’s focal zone.
2D Tumor Cell Culturing
For this investigation, MDA-MB 231 and MCF7 epithelial breast
cancer cell lines were taken into account. The cells were grown
in a humidified incubator at 37 °C(23) in a glucose-rich DMEM
medium supplemented with 10% foetal bovine serum (FBS)
(Sigma, F-9665), 1% penicillin/streptomycin (Lonza, Basel, Switzerland, DE16–602E), and 5% carbon dioxide. This particular
medium was abundant in growth factors, nutrients, and antibiotics. FBS served as a source of proteins, and penicillin and
streptomycin assisted in preventing bacterial contamination.
After 36 hours, the medium was changed again to get rid of any
leftovers. Prior to ultrasound ablation, about 3,000 cells were
plated on sterile coverslips and cultured for 24 to 36 hours.
When the cells reached a confluence of greater than 95%, they
were prepared for treatment. From seeding until treatment, the
cells were examined under an inverted bright field microscope
to make sure there was no contamination and that they were
proliferating healthily.
3D Tumor Cell Culturing
Using a sphere formation assay, the properties of sphere-like
MCF-7 and MDA-MB 231 breast cancer cells were investigated.
In this experiment, three-dimensional tumour spheroids that
resemble the extracellular matrix (ECM) were created. Single cells were combined 1:1 at a density of 5000 cells/dish with serum-free StableCell TM RPMI-1640 and cold Matrigel, a material
decreased in growth factors. Drops of the mixture were added
to the microwells in the middle of the small petri dishes, and
they were left to solidify for an hour at 37 ˚C in a humidified
incubator with 5% CO2. Each petri dish was then filled with
1.5 mL of StableCell TM RPMI-1640 cell growth media with 5%
FBS. Until the spheroids were developed enough for additional
research, specifically ultrasound sonication, the medium was
changed every two to three days. To guarantee uniformity, the
cells were incubated for a total of nine days during which time
the incubation period was kept constant throughout all tests.
Ultrasound Cellular Ablation
Before beginning any therapy, a bright field microscope was
used to capture photographs and check that each petri dish’s
cells were growing evenly. A glass slide containing nine tiny
squares, each measuring 100x100 µm2, was positioned beneath
the cells in order to estimate the ablation area. One of these
squares was placed in the centre of the focal region, while the
remaining eight covered places that were dispersed throughout
and outside the treatment zone. Using an ultrasound transducer attached to a cone and positioned in the centre of the glass
slides holding the cells, the cultivated cells were subjected to ultrasound sonication (Figure 2C). Following ultrasonic sonication,
bright field and fluorescent pictures of cellular ablation were
captured at various magnifications.
Cell Viability Assessment
Trypan Blue Exclusion and Fluorescent Cyto3D Live/Dead Assay
were the two staining methods used to assess cellular viability
following ultrasonication. A simple and easy-to-use stain called
Trypan Blue was used. When applied, it left live cells unstained,
while nonviable cells showed a clear blue colour under a microscope. Using Acridine Orange (AO) to indicate damaged cancer
cells in red and Propidium Iodide to mark living cancer cells in
green, the Fluorescent Cyto3D Live/Dead Assay is a non-toxic nucleic dye (25, 26). Both before and after the tumour cells
were subjected to ultrasonication, this dye was administered.
The dye needed to be combined with premade media that contained 2 µL of Cyto3D for every 100 µL of medium for both 2D
and 3D cell cultures. This concoction was To avoid any signal
loss, this mixture was created in a sterile, light-sensitive environment. To enable the chemicals to seep through the gel and
into the cell colonies and spheres, 600 µL of the prepared solution was administered directly to the Matrigel after the media
had been removed from the petri dish entirely. This incubation
period lasted for at least an hour. An inverted microscope was
used to take fluorescent or bright field images for the purpose
of visualising cells. To ensure that the ultrasonic therapy was
the only cause of the cell death, the viability of the cells was
also assessed prior to treatment. On 3D Matrigel cultures, cell
quantification was carried out using the subsequent protocol:
First, all of the culture medium was taken out completely and
put into a conical tube that had previously held media that had
been gathered from the petri plate. After that, the petri dish
was filled with cold trypsin, which was left to work for around
five minutes. The cells were then collected and transferred from
the plate to the same conical tube.50 µL of the conical tube’s
contents were removed and mixed with 50 µL of Trypan Blue after everything had been well mixed. In order to count the cells,
10 µL of the resulting mixture were placed into the hemocytometer.
Statistical Analysis
For each DC ranging from 15% to 55%, ablation data were collected at four spatial-peak pulse-average intensities, ranging
from 146.7 W/cm2 to 500 W/cm2. Because the ablation data
were not normally distributed and each DC had a tiny sample
size, non-parametric tests were used to analyse them using
IBM SPSS Statistics (29th edition). For a given SD, many pairwise comparisons using the Kruskal Wallis test and Dune-Bonferroni correction were carried out to identify significant variations in cell ablation between various DCs. Furthermore, the
Mann-Whitney U-test was used to compare two separate ablation samples from distinct SDs within a given DC. To evaluate
the variations in ablation levels at the focal area produced by
SDs of 5 minutes and 10 minutes, the Mann-Whitney U-test was
used with all duty cycles. At p < 0.05, statistical significance was
established.
Computational Modeling
In order to validate the data and forecast the outcomes, we
created mathematical models to evaluate the temperature response of both monolayer and spheroid cell cultures to pulsed
HIFU acoustic sonication. In order to ascertain the impact of
HIFU on cellular ablation, a parametric research was carried out
for the various operating parameters, including DC and maximum pressure. The models were verified using experimental
data. The distribution of the acoustic field and the accompanying deposition of thermal energy in the cells were obtained
from the wave propagation model. The temperature distribution in the cell cultures and the associated ablation rate were
calculated using the thermal energy in the thermal model.
Computational Domain
The temperature distribution within the monolayer and spheroidal cell cultures was ascertained using the established model. For this reason, a transducer surface and a petri dish made
up the selected computational domain, which is shown in Figure
3A. The petri dish was constructed with many layers for each
configuration, beginning with the transducer surface and going
through cooling water, cell development media, cells, glass, and
the bottom surface of the petri dish. The spheroids cell culture
was assumed to occupy a homogenous layer in order to simplify
the computational domain. This assumption ignored the spaces
that were produced between the various hydrogel spheres in
which the cells were seeded. The comparatively modest (~μm)
diameters of those spheres make this a viable option. Furthermore, a thin polymeric barrier that separated the cooling water
from the cell culture was ignored in the calculations because it
is essentially acoustically transparent.
Acoustic Field Model
The transducer produced ultrasound waves, which first went
through the cooling water and then the culture medium containing the cells (28). A portion of the acoustic energy was absorbed
and the remainder was reflected at the interface between each
layer. The variation in the acoustic impedance of the different
layers (Z (kg/^2s)), which is the product of the layer’s density (ρ
(kg/m3)) and the acoustic wave velocity (c# (m/s)), determined
the fraction of reflected energy (29). Pressure variations within
a single layer sheared the cells, increasing mechanical friction,
which in turn produced thermal energy.
The acoustic pressure field Vp(v, w)(Pa) was calculated in order
to represent the propagation of waves inside the cell cultures
(32). Since it offered a more comprehensive acoustic field model
than the widely used Khokhlov–Zabozotskaya–Kuznetsov (KZK)
equation, the Westervelt equation was selected (33). Because
it is derived from the equations of fluid motion, the Westervelt
equation is more accurate than the KZK equation, which has
a validity region (34). A model like this has been widely used
in medical ultrasonography since it incorporates the effects of
diffraction, non-linearity, and absorption mechanisms seen in
biological material (35) and provided by: The loss brought on by the fluid’s viscosity and heat conduction is expressed in the first
term of equation (1). The propagation wave’s nonlinear distortion is described by the second term, while linear lossless wave
propagation is represented by the final two terms. The following is represented by the various terms in the equation: The coefficient of nonlinearity, function of the nonlinearity parameter
8B9 of the medium, and the Laplace operator is represented by
2 (m-2). The absorption/attenuation coefficient (Np/m)) and the
angular frequency of the source determine the acoustic diffusivity, which is represented byThe frequency-dependent power
law provided by (36) determines the latter where η is the power
law’s attenuation exponent the attenuation coefficient at a reference frequency of 1 MHz, depending on the kind of medium
(37). Equation 3 was used to calculate the heat (thermal energy)
deposition from the ultrasonic wave resulting from the acoustic intensity and the medium impedance (Z) after the acoustic
pressure was established at each point in the cell culture domain. The model’s initial acoustic pressure condition was set to
zero at the start of sonication. Additionally, a set of boundary
conditions was required in order to solve for the acoustic field.
The computational domain was reduced by the design of the
petri dish, enabling an axisymmetric solution around the z-axis.
Thus, a symmetry boundary condition was selected at planes
x=y=0. An explanation of the pulsed HIFU beam produced by
the transducer at z=0 (38) can be found in the following formula: where P is the pressure at the transducer surface, and N is
the number of burst cycles with a period of TBD (s) each during
the entire sonication duration. The aperture angle, γ (rad), is a
function of the transducer radius, (m), and the focal distance,
d (m). The radial distance from the transducer centre, r (m), is
determined by these two factors.
Lastly, because the computational domain was finite, artificial
absorption was used to regulate the acoustic reflections from
the end of the domain by adopting the perfectly matched layer
boundary condition at the petri dish’s bottom.
Thermal Model
The thermal model could then be used to determine the temperature distribution when the acoustic pressure in the petri
dish was set. In these applications, the energy balance found in
Pennes’ (40) bioheat model was frequently employed (32). The
model, which took into account both the metabolic heat generation (W/m3) and the impact of blood flow in biological media,
was based on the Fourier law. Thus, using equation (5), the temperature distribution was calculated.where k (W/m√K) and C (J/kg√K) represent the medium’s thermal
conductivity and specific heat capacity, respectively. The specific heat capacity, perfusion rate, and temperature of the blood
are represented by the values J/kg√K, kg/s√m3, and K, respectively. Because there are no blood arteries in the culture-growing medium, blood perfusion has no influence on the cell culture in the petri dish. Furthermore, because the thermal energy
from the sonic wave contributes far more to the total energy
balance than does the metabolic heat generation, it might be
disregarded (32).The starting temperature was chosen at 37 °C
in order to solve the bioheat equation. Furthermore, Dirichlet
boundary conditions of 25 °C were established for both domain
end surfaces, and symmetry boundary conditions were taken
into account for planes.
Numerical Solution
Utilising the finite volume approach with implicit Backward Euler temporal scheme and central difference scheme for second
order spatial differentials, the mathematical models of the temperature distribution and wave propagation were solved. Equation (1) was solved for a transient 3D Cartesian grid using the
method described by Doinikov et al. (34) for the nonlinear and
absorption terms. The time step was adjusted to ∆t=0.01/c#
with a grid of ∆x=∆y=0.2λ and ∆z=0.1λ (42), where λ (=c#/f# ) (m)
is the wavelength of the transducer’s driving frequency in order
to guarantee accuracy of the results with the least amount of
computational time. The acoustic intensity and the associated
thermal energy produced in the cell cultures were measured
once a uniform pressure field was achieved at steady state (no
change in the acoustic pressure with time). and applied with a
time step of ∆t=0.01 s in the thermal model. To cut down on
computation time, different time steps were used for the thermal model as opposed to the acoustic field model (32). When
the estimated residuals of the various parameters between
two successive iterations were less than 10-8, the parameters
were said to have found convergence. Table 1 displays the various thermal and acoustic characteristics of the monolayer and
spheroid cell cultures in addition to the many layers the acoustic wave was travelling through. It should be noted that, as is
the case for the majority of biological tissues, the missing sonic
parameters for either the cells or their growth media were accepted similarly to those of water.The constructed mathematical model’s solution adhered to
the flowchart shown in Figure 3B. The thermal and acoustic
parameters and arrangement of the cell cultures (monolayer,spheroid), the transducer characteristics (a, d, c#, f#), and the
operating circumstances (TBD, DC, SD) were all inputted into
the model. The convergent steady state acoustic pressure distribution from the acoustic field model was obtained by first
initialising the temperature and pressure fields. The latter was
used to calculate the thermal energy deposition which was then
entered into the thermal model to get the temperature distribution that converged.
Results
The focal area changed as the input voltage increased at the
horizontal mid-plane. The focal area grew from 3.5 mm2 to 5.2
mm2 when utilising a 5 MHz focused ultrasound transducer,
and the input voltage increased from 110 mV to 160 mV (Figure
4A). Using a thread-head K-type thermocouple placed at the ultrasonic transducer’s focus area and sonicating at various voltages and duty cycles, temperature readings were taken in real
time. The temperature at the focus region rose in tandem with a
rise in the ultrasonic waves’ duty cycle as the input voltage was
changed (Figure 4B). The temperature increased monotonically, reaching a maximum of 81.9 °C when sonicating at an input
voltage of 350 mV and a maximum DC of 45%. The minimum
temperature was recorded at 43 °C at the lowest input voltage
of 300 mV and a DC of 10%. With 10% DC ultrasonic waves and
a 350 mV input voltage, the IR camera images highlighted a consistent distribution of thermal energy throughout the focal region of a recorded 134.5 mm2 area.
A 2D layer of cells planted on a glass coverslip, resembling a
monolayer of grown cancer cells, was the target of ultrasound
sonication. In contrast to an insignificant 3% ablation outside
the focal zone, HIFU of frequency 2 MHz at a 35% duty cycle
and intensity 280 W/cm2 generated a 95% ablation of the 2D
grown cells inside the focal region. The difference in the ablation percentage was highlighted by bright-field images of the
cultured cells taken before and after ultrasound sonication for
10 minutes (Figure 5A). The maximum temperature of 60.9°C
was reached inside the area of focus, which is about 1.5 times
higher than the temperature outside the transducer’s focus
(Figure 5B). The ablation percentage was influenced by the duty
cycle and sonication length of ultrasonic waves in relation to the
applied spatial peak pulse average ultrasonic intensity.
Spheroid vs Monolayer Thermal Culture Ablation
The percentage of ablated cells was dramatically increased by
increasing DC in both the spheroidal and monolayer forms.
Even at the lowest intensity, a DC of 55% induced the ablation
of more than 90% of the cells, whereas a DC of 15% was the
least effective. The results showed that for both the spheroids
(p = 0.028 and 0.022 for SD = 5 and 10 minutes, respectively)
and monolayers (p = 0.008 for both SD = 5 and 10 minutes),
55% of DC was compared to 15% of DC. But comparable ablation percentages were obtained in both configurations—as long
as SD was taken into account—with no discernible variation at
any particular DC and The Mann-Whitney U-test produced negligible findings when compared to aring ablation percentages
between five and ten minutes’ SD, at fifteen percent DC (monolayers: p = 0.2; spheroid: p = 0.4), and at fifty-five percent DC
(monolayers: p = 1.0; spheroids: p = 0.2).
Tumour cells cultivated in Matrigel took on a 3D spheroid structure; ultrasound sonication of these cells revealed their ablation at temperatures 20 °C higher (Figure 7A). For spheroids to
achieve the same ablation percentage at all applied ultrasonic
intensities, lower temperatures were required than for monolayers. Furthermore, less scattering was observed with spheroids compared to monolayers of cells in the connection between
temperature and percentage of tumour ablation, highlighting
the fact that spheroids are less susceptible to temperature variations. Fluorescent Cyto3D Live/Dead Images When sonicating
at low DC values, the assay of spheroids after ultrasound sonication revealed partial ablation of cultured cells, which is characterised by the death of the outermost layer (stained in red)
while the innermost layer remained intact (stained in green).
Nevertheless, total ablation of spheroids was obtained at the
conclusion of ultrasonic sonication with higher DC and ISSPA, as
shown in Figure 7B, where the majority of cells in each cluster—
whether in the innermost or outermost layer—became fully ablated after absorbing more power per unit area.
Numerical Simulations
The obtained experimental and numerical findings are shown
in this part for the various DC and transducer pressure levels
under operation, together with an analysis of their impact on
the ablation rate for the various cell culture types (monolayer
and spheroids).The created mathematical models were first
verified using the two cell cultures’ experimental data. In order
to achieve this, the model was simulated using the dimensions
of the transducer that was used in the experiment, which had
a fundamental frequency of 2 MHz, an exterior diameter of 33
mm, and a focal distance of 51.4 mm. In terms of the maximum temperature reached at the focal region within the cell
cultures, our computational model describing the ablation of
2D and 3D cultured cells showed agreement with the experimental results with a maximum error of 15%, as shown in Table
2, which is deemed acceptable in practice. Surface plots covering one quarter of the disc in the monolayer and spheroid
simulations showed a consistent distribution of thermal energy
at low pressure runs of 0.433 MPa, with a negligible temperature gradient (less than 0.1 °C) between the focal region and the
remaining culture medium. Both low and high DC levels were
used to achieve this (Figure 8A&B). However, a significant temperature gradient was observed between the focal region and
its immediate surroundings at high pressure runs of 0.661 MPa.
This gradient reached up to 21.7 °C, computed at a high DC of
55% in the monolayer configuration, and up to 14 °C, computed
at a DC of 30% in the spheroid configuration (Table 3). However,
the temperature distribution was comparatively homogeneous
with a small temperature gradient within the focus region.
The way the grown cells interacted with the heat energy produced by ultrasound sonication was unaffected by their arrangement. When it came to their temperature reactions to
the sonication settings, spheroid and monolayer cell cultures
exhibited comparable behaviours. For the identical sonication
conditions, the monolayer culture did, however, reach higher
temperature levels than the spheroids. As the experimental investigation showed, there was a notable discrepancy between
the temperature achieved by spheroids and monolayers, with
differences of up to 20 °C. As DC increased, the temperature
differential became more noticeable.
Discussion
The great precision, low invasiveness, and affordability of high
intensity focused ultrasound have made it a popular new therapeutic option for cancer (44). In order to investigate the impact
of cell configuration and ultrasonic parameters on the effectiveness of HIFU for ablating breast cancer cells, our research
concentrated on the effect of pulsed HIFU on 2D and 3D breast cancer cell culture models. If an HIFU treatment produced an
ablation percentage of 90% or higher, it was deemed effective.
We investigated the thermal ablation of 2D and 3D cancer cell
cultures in detail using a range of duty cycles, sonication durations, and ultrasound intensities. The percentage of cellular ablation and the highest temperature attained after ablation were
important indicators. We sought to determine the ideal ultrasound parameters required for successful cancer cell ablation
by evaluating how these two culture models responded to ultrasonication. In addition, we created a mathematical model to
clarify the response of cells in spheroid and monolayer cultures
to pulsed HIFU. The accuracy of the model was further verified
by comparing these simulations with experimental data. Our
understanding of HIFU’s potential for cancer treatment has
been significantly enhanced by this integrated method, which
allowed us to anticipate cellular ablation results under varied
settings, including changes in duty cycles and maximum pressure levels.
Duty Cycle Affects Degree of Cellular Ablation
In ultrasound sonication, the duty cycle is the portion of the
burst period (also known as the ON area) where the ultrasonic
amplitude is nonzero. An increased DC results in a longer time
for cells to absorb energy, which raises the energy input per
unit area. On the other hand, a lower DC results in a shorter ON
and longer OFF period, when the absorbed energy disperses
into the surrounding control volume that surrounds the target.
The DC of ultrasonic waves had a significant impact on the percentage of ablated tumour cells in both monolayer and spheroidal configurations, and this effect increased as DC increased.
Zhu et al. (45) observed a notable alteration in the lesion’s size
and structural form while applying a 40 kHz frequency differential between the inner and outer loops of a dual-frequency
transducer at 160 W ultrasonic power in vitro on bovine liver
tissue. Low DC values, between 5 and 20 percent, did not show
any signs of coagulation necrosis; in contrast, coagulation necrosis was seen at DC values of 30 percent and higher, with the
maximum ablation percentage at DC of 50 percent. Likewise,
our analysis revealed that a low DC of 15% was completely
ineffective, whereas more than 90% of the tumour cells were
abated at a DC of 55%. As more shock wave arrays continued
to strike the targeted tissue, increasing DC lengthened the heating period and decreased the dissipation time, which was characterised by a shorter inactive treatment interval and allowed
thermal ablation to take precedence (46). In fact, longer heat depositing intervals led to higher temperatures being reached
with larger DC values. There might be a trade-off, though. Previous study has indicated that greater DC values, which produce
an increased ultrasonic pulse frequency, increase the likelihood
of causing mechanical disintegration and localised fragmentation of the targeted tissue due to inertial cavitation (10). The efficiency of thermal ablation starts to decline after a certain point,
even with further increases in DC values beyond those used in
our work. At that point, mechanical ablation becomes the more
effective method. According to our research, using ultrasonic
sonication for five or ten minutes produced almost identical
ablation percentages, with very little variation, especially at low
and high DC values for both monolayers and spheroids. Based
on this result, it was hypothesised that cells could attain a condition of equilibrium in terms of energy dissipation and power
absorption prior to the end of the sonication session, indicating
behavioural saturation at an ideal exposure duration. As a result, a 5-minute session may last .
Temperature of Spheroid vs. Monolayer Ablation
Spheroid-modeled cells were ablated at a threshold temperature that was about 20 °C lower than that of monolayers, indicating that spheroids are less sensitive to thermal ablation than
monolayers. The distribution of nutrients and oxygen in each
cluster varied between the two cell shapes. In order to further
dissipate energy to the surroundings during the OFF area, the
cells during treatment absorbed the sonic intensity in the ON
zone. The cell growth medium of spheroids often has a higher thermal conductivity than that of monolayers. Additionally,
their surface-to-volume ratio is higher. In contrast to cells in
monolayers, where the dissipated power would primarily flow
across to the surrounding cell growth media, cells in the innermost core of the spheroids would thereby dissipate power into
the surrounding cells during the OFF area.
The findings demonstrated that in both cell arrangements,
the focal region’s heat was distributed uniformly. On the other
hand, spheroids recorded a maximum intensity that was 12.5%
greater at the same applied pressure as monolayers, and this
difference grew as the applied pressure increased as well (47).
This may be because the hydrogel provides spheroids with an
extra absorption coefficient and specific heat capacity (Table 1),
which allows the latter to absorb a significantly greater amount
of heat than monolayers without hydrogel but only results in
a gradual rise in temperature. This could explain why, in the
monolayer scenario, larger intensities resulting in higher temperatures were needed to accomplish the same ablation %.
(49), 50, and 51.However, compared to monolayers, the spheroids heated up substantially more to lower temperatures for
the same sonication parameters, suggesting that the disruption
of the microenvironment affected the survival of the tumour
cells, making them more vulnerable to mechanical ablation
than thermal ablation at this point (48). A sequence of cavitation
events occurred as a result of residual gas bubbles inside the
spheroids producing cavitating bubbles that caused mechanical
damage as opposed to thermal damage at high negative pressures and shorter HIFU pulses.
Partial and Complete Cellular Ablation in Spheroids
At low DC and sonication intensities, cells in the innermost layer of the spheroids remained unharmed, whereas those in the
outermost layer were destroyed first. At the conclusion of each
sonication session, complete ablation of every cell in the clusters was attained as DC and intensity were raised. The outermost cells of the cluster are more exposed to oxygen than the
cells at the centre, which develop into hypoxic areas, because
spheroids have a gradient in oxygen concentration from the
outer to the inner core (20). As a result, when the temperature
rose, the latter were more vulnerable to ablation at higher intensities. However, microscopic pictures revealed that the hypoxic centre of a cell cluster was ablated after its outer surface,
indicating a gradient in the distribution of ultrasonic power per
unit volume as it moved across the cells. Gradients in pH, oxygen concentration, and metabolic activity are formed in 3D cell
cultures due to the more complex interconnections between
the cells (52). Although the heat distribution is homogeneous
throughout, these cell-to-cell contacts may create a shielding
effect for the cells at the core.
Model Validation
Using an ultrasound transducer to simulate the passage of
non-linear acoustic waves through different media layers is necessary to increase the efficacy and efficiency of HIFU treatment.
In these simulations, several ways for focusing the waves are
tried out, and it is observed how they raise the temperature
of the targeted tissue and cause lesions to occur. For the purpose of organising and refining HIFU techniques intended for
clinical application, these computational studies are essential.
The disparity between the highest temperature attained by the
two simulated cell designs was brought to light by our computational model. Because of their higher acoustic impedance—
that is, the higher density of the spheroids culture media (RPMI)
relative to the monolayer (DMEM)—spheroids were specifically
exposed to a higher heat deposition. Additionally, the thicker
layer (117 μm vs. 15 μm) that characterises spheroids generally
raises their total impedance. These factors led to increased heat
fixation because more acoustic energy was deposited in the
cells. Even still, the spheroids’ temperature was noticeably lower even though the specific heat capacities of the two culture
media were comparable. The reason for this could be that the
spheroids gel’s conductivity (0.53 W/K.m) is 75% higher than the
monolayer’s (0.13 W/K.m). As a result, the temperature levels
reported with the spheroids were lower due to increased heat
conduction and dissipation to the surroundings. When compared to monolayers, this effect and the hydrogel medium’s increased specific heat capacity cause the temperature inside the
spheroids to rise more slowly.
Moreover, the inner cells survived the low DC, while the spheroids were destroyed at the boundary first. All of the cells, even
the deepest ones, were destroyed when the DC increased. According to our model, there was no discernible temperature
difference inside the focal zone and the spheroids’ temperature
was constant throughout the culture medium. Zhou et al. (53)
saw similar results, with the centre of the ablated malignancy
looking similar to live cells following H&E staining. These cells
showed no evidence of deterioration in their nuclear chromatin
and cytologic staining properties. Nevertheless, electron imaging demonstrated the presence of vacuoles in the cytoplasm of
those cancer cells that appeared normal, where the cell membranes were broken down and unknown organelle structures
were present. implying, rather than incomplete coagulation necrosis, an irreversible cell death with the preservation of cellular
structure mediated by heat fixing (53). Furthermore, because
the centre portion of the ablated tumour did not mend from
the wound during HIFU treatment, it resisted disintegration. On
the other hand, cancer cells in the periphery exhibited the usual
traits of fatal and irreversible cell destruction, such as coagulation necrosis. Because NADH-diaphorase stain is based on the
presence or lack of enzyme function rather than alterations in
cellular structure, it has been demonstrated to be more objective and accurate than H&E staining in the assessment of acute
cell death. Additionally, Wang et al. emphasised these observations. (54) where the centre portion, which was thermally stabilised, appeared normal and comparable to live cells with the
preservation of cell structure, while the periphery had suffered.
If the staining observations are indeed
accurate, then one plausible explanation for this phenomena
is the use of pulsed HIFU in conjunction with mechanical ablation, rather than thermal ablation, at this particular level. Spheroids may ablate at lower temperatures than monolayers due
to mechanical forces. In actuality, mechanical effects such cavitation and microstreaming predominate when employing high
intensity ultrasonic waves (55). A subsequent wave of acoustic
waves can burst the bubble created by pulsed HIFU, causing
the tissues to liquefy and become disrupted. When pulsed HIFU
beams are utilised rather than continuous HIFU, these mechanical effects become more noticeable (56), when the pulse length
or burst duration is less than the amount of time required for
the cells to boil, produce a bubble, and then burst (57). As a
result, bubbles that form in the inner or core region may be
shielded from HIFU ablation by interactions between cells and
between cells and the matrix, as opposed to the outermost cells
where the bubbles may be more readily depleted.
The variation in temperature reached in this 3D cell culture as
opposed to the monolayer may potentially be explained by the
development of microbubbles in spheroids. Furthermore, the
HIFU-formed bubbles may produce a shielding layer that stops
HIFU waves from penetrating the core, resulting in the waves’
reflection and backscatter, which lowers the quantity of thermal energy lost in the cells (58, 59). The proposed acoustic wave
propagation model fails to account for the creation of bubbles,
which makes it impossible to record such acoustic wave reflection. Furthermore, compared to the more realistic 3D spheroid
culture, the monolayer culture’s 2D geometry and tiny thickness
may limit the production of these bubbles.
Conclusion
Clinical acceptability of high intensity focused ultrasound for
thermal ablation of malignant tumours is growing quickly. Determining the optimal combination of parameters to represent
the most important results of ablation area, temperature rise,
and tumour damage without any disease recurrence requires
analysing the impact of HIFU settings on 2D and 3D models
of tumour cells. Compared to monolayer cell culture creation,
spheroid cell culture formation more closely resembled in vivo
tumours and obtained lower temperature elevation at similar
duty cycles and sound intensities. Unlike monolayers, spheroids’ extracellular-cell-medium imitating core might enable the interplay of mechanical and thermal ablation as DC grew. The
ultrasonic DC influenced the extent of tumour ablation; a higher
DC led to a higher ablation percentage. The ablation % was not
significantly affected by the duration of ultrasonic sonication.
The homogeneous distribution of heat among the cultivated
cells was highlighted by numerical simulations conducted for
both culture arrangements. Complete spheroidal ablation occurred at high DC and spatial-peak pulse-average intensity; at
the lower end, only the outermost layer was ablated. By dominating thermal ablation through cavitation, pulsed HIFU can
cause mechanical ablation of cells. Due to certain restrictions,
not all cell interactions with the extracellular media as they
would occur in an in vivo situation were examined in this study.
The sensitivity of the thermocouple that was employed and its
proper placement in the focal region to avoid harming the cultured medium were key factors in temperature measurements.
Furthermore, different sized spheres were present in the same
petri dish, which made it difficult to examine how HIFU factors
impacted spheroid dimensions. Additionally, before the cells
were sonicated, we were unable to count them. However, our
research highlighted HIFU’s capacity to ablate both 2D and 3D
cultured tumours and determined how ultrasound settings affected the percentage of ablation, the area of damage, and the
temperature rise after sonication.
Conflict of interest :
The study was carried out without any
possible conflicts of interest, according to the authors.
Citation:
Zeba Cadawea. Examination of high intensity focused ultrasound in Thermal Treatment in Breast Cancer Cells: An Experimental and Statistical Study. Journal of Clinical Breast Cancer 2024.
Journal Info
- Journal Name: Journal of Clinical Breast Cancer
- Impact Factor: 1.8**
- ISSN: 2996-1262
- DOI: 10.52338/jcbc
- Short Name: JCBC
- Acceptance rate: 55%
- Volume: 6 (2024)
- Submission to acceptance: 25 days
- Acceptance to publication: 10 days
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