Abstract
Hepatocellular carcinoma (HCC) is a highly fatal disease recognized as a growing global health crisis worldwide. Currently, no curative treatment is available for early-to-intermediate stage HCC, characterized by large and/or multifocal tumors. If left untreated, HCC rapidly progresses to a lethal stage due to favorable conditions for metastatic spread. Mechanochemical disruption of cellular structures can potentially induce phenotypic alterations in surviving tumor cells that prevent HCC progression. In this paper, HCC response to mechanical vibration via high-intensity focused ultrasound and a chemical disruptive agent (ethanol) was examined in vitro and in vivo. Our analysis revealed that mechanochemical disruption caused a significant overproduction of reactive oxygen species (ROS) in multiple HCC cell lines (HepG2, PLC/PRF/5, and Hep3B). This led to a decrease in cell viability and long-term proliferation due to increased expression and activity of death receptors TNFR1 and Fas. The cells that survived mechanochemical disruption had a reduced expression of cancer stem cell markers (CD133, CD90, CD49f) and a diminished colony-forming ability. Mechanochemical disruption also impeded HCC migration and their adhesion to vascular endothelium, two critical processes in hematogenous metastasis. The HCC transformation to a non-tumorigenic phenotype post mechanochemical disruption was confirmed by a lack of tumor spheroid formation in vitro and complete tumor regression in vivo. These results show that mechanochemical disruption inhibits uncontrolled proliferation and reduces tumorigenicity and aggressiveness of HCC cells through ROS overproduction and associated activation of TNF- and Fas-mediated cell death signaling. Our study identifies a novel curative therapeutic approach that can prevent the development of aggressive HCC phenotypes.
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Introduction
The heavy, dual blood supply to the liver parenchyma creates favorable conditions for hematogenous dissemination of cancer cells, leading to rapidly progressing liver cancer. Liver failure due to intrahepatic tumor progression and/or metastases from the liver to other organs severely limit treatment options. This makes liver cancer one of the deadliest cancers worldwide, with a mortality rate of 788,000 deaths per year1,2,3. The incidence rate of hepatocellular carcinoma (HCC), the most common form of liver cancer, continuously increases due to excessive alcohol consumption, obesity, diabetes, and hepatitis4,5,6,7. Most HCC patients are asymptomatic through the intermediate stage, characterized by multifocal or single >5 cm nodule tumors8. At this stage, their treatment is limited to palliative therapies such as TACE that merely extend patient life up to 1.5 years9. Minimally invasive curative strategies for large liver tumors that can prevent HCC progression to its lethal, advanced stage are critically needed.
The existing nonsurgical curative approaches, such as radiofrequency ablation (RFA) and percutaneous ethanol injection (PEI), are effective only for the treatment of single <3 cm nodules10,11. High-intensity focused ultrasound (HIFU) is a novel radiation-free non-invasive ablation modality. It is less susceptible to the heat-sink effect (heat transfer away from the tumor by the flow of blood), which is one of the reasons for incomplete tumor ablation after RFA and other thermal methods12. Standalone HIFU has been successfully used for ablation of small tumors in the prostate and thyroid13,14,15. Our recent studies indicate that HIFU has great potential as an adjuvant/enhancer of PEI and targeted therapies such as tyrosine kinase inhibitors16,17,18. In recent clinical studies19,20, a combination of HIFU with transcatheter arterial chemoembolization (TACE, alternative approach to PEI in which embolic agents are used to block blood circulation in the tumor) was shown to be more effective than standalone TACE for treatment of <5 cm HCC tumors. All these demonstrate that HIFU works synergistically with chemical agents to induce tumor destruction. It should be noted that TACE influences the conditions where tumor cells grow, but its ability to directly change the cell phenotype, alone or when combined with HIFU, is questionable.
HIFU induces intense vibration of the cell, which causes disruption of the cellular membrane, cytoskeleton, and other structures. This leads to ROS-producing exogenous stresses21. Cancer cells exposed to PEI also experience exogenous stresses resulting in elevated ROS production22. Chemical drugs that produce large amounts of ROS are known to reduce proliferative and invasive potentials of cancer cells. ROS mediates cancer cell killing via TNF- and Fas-mediated apoptosis23,24 and triggers cell autophagy25. We hypothesize that mechanochemical disruption (MCD) via PEI and HIFU inhibits uncontrolled proliferation and reduces tumorigenicity and aggressiveness of liver cancer cells through ROS-mediated activation of TNF and Fas apoptotic pathways. To test this hypothesis, we studied in vitro the effects of MCD on liver cancer cell viability, proliferation, tumorigenicity, metastatic potential, ROS production, and expression of death receptors and cancer stem cell markers. We also investigated tumorigenicity post MCD therapy in a xenograft model of liver cancer in vivo.
Materials and Methods
Cell culture
Non-tumorigenic (HepG2) and tumorigenic (Hep3B, PLC/PRF/5) HCC cell lines were purchased from ATCC (Manassas, VA). Primary human umbilical vein endothelial cells (HUVEC) were procured from Thermo Fisher Scientific (Waltham, MA). HCC cells were cultured in high-glucose DMEM (Thermo Fisher Scientific) containing 10% USDA-origin fetal bovine serum and 1% penicillin-streptomycin (Thermo Fisher Scientific). HUVEC were cultured in Medium 200 supplemented with Low Serum Growth Supplement, 10 µg/ml gentamicin, and 0.25 µg/ml amphotericin B (Thermo Fisher Scientific). Prior to an experiment, the cells were incubated at 37 °C with 5% CO2 until reaching 70% confluence.
High-intensity focused ultrasound (HIFU)
The HIFU signal was applied using a 1.1 MHz, single-element, concave transducer (model H102, Sonic Concepts, Bothell, WA) with stainless steel housing and 64-mm active diameter. The transducer bandwidth was 0.748 to 1.380 MHz. Its geometric focal length, transverse focal width, and axial focal length were 63.2 mm, 1.5 mm, and 8 mm, respectively. A cone containing degassed water at 37 °C was coupled to the transducer. The input sinusoidal signal was produced by a 33220 A function generator (Agilent Technology, Santa Clara, CA) and passed through a fixed gain (50 dB) ENL 2100 power amplifier (Electronics & Innovation, Rochester, NY) before entering the transducer. A 2 Giga-samples/s InfiniiVision DSO-X-2014A oscilloscope (Agilent) monitored the strength of the HIFU signal. Temperature during HIFU treatment was measured using a mini-hypodermic Copper Constantan type T 200-μm thick bare-wired thermocouple (Omega Engineering, Stamford, CT) connected to a temperature meter (SDL200, Extech Instruments, Waltham, MA). HIFU power levels of H2 (acoustic output power P = 2.7 W, spatial peak temporal average intensity ISPTA = 0.24 kW/cm2), H4 (P = 8.7 W, ISPTA = 0.70 kW/cm2), and H5 (P = 12 W, ISPTA = 0.88 kW/cm2) were used in the study. Samples were exposed to continuous HIFU for 30 seconds.
In vitro treatment procedure
Prior to treatment, 2.7 × 106 HCC cells were resuspended in 100 µL of growth medium in a thin-wall 0.2 mL microcentrifuge tube (Bio-Rad, Hercules, CA). Cells were then centrifuged at 2000 rpm for 2 minutes, forming a dense cell pellet. The cell pellets were separated into six different treatment groups: 1) Control, 2) 4% ethanol (Ethanol), 3) H4, 4) Ethanol + H4 (E + H4), 5) H5, and 6) Ethanol + H5 (E + H5). Ethanol was added immediately prior to HIFU exposure.
Viability/apoptosis
After treatment, cancer cells were re-cultured for 2, 24, and 72 h post-treatment. Viability, early apoptotic and late apoptotic/necrotic cell populations were measured using flow cytometry and an Annexin V/PI Apoptosis Detection Kit (Thermo Fisher Scientific). The cells were washed with PBS and then binding buffer. Next, the cells were incubated with 195 μL binding buffer and 5 µL Annexin V at room temperature for 10 minutes and then washed twice with binding buffer. 10 μL of Propidium Iodide (PI, 20 μg/ml) was added to the cell suspension immediately prior to flow cytometry. 100,000 events, excluding aggregates and particulates, were collected in the forward and side-scatter gates using the Attune Acoustic Focusing Cytometer (Applied Biosystems, Grand Island, NY). Apoptotic and necrotic cells were identified by green fluorescence (Annexin V) and red fluorescence (PI), respectively. Cells that stained PI negative and Annexin V positive were considered early apoptotic, while late apoptotic/necrotic cells were both PI and Annexin V positive.
Proliferation
Cellular proliferation was measured using the WST-8 Cell Proliferation Kit (Caymen Chemical, Ann Arbor, MI). In this experiment, 104 treated cells in 100 μL of medium were placed in each well of a 96-well plate and incubated for 24, 48, and 72 h. 10 μL of a mixture of equal volume WST-8 and Electron Mediator Solution was added to each well and mixed at 150 rpm on an orbital shaker for one minute. Cells were then incubated for two hours and gently mixed again for one minute. Absorbance of each sample was measured at 540 nm using a microplate reader (ELx808, BioTek Instruments, Winooski, VT).
Long-term culture
Cells were re-cultured in 35 mm petri dishes post-treatment and adherent cells were counted every day for up to 14 days. The growth medium was changed daily and 10 images per sample were taken at 4× magnification for assessment of growth rate and proliferative potential. The average number of cells per image was plotted for different treatment groups and days of culture. If cell confluence was reached, the cell culture was terminated in 2 days.
ROS expression
A chloromethyl (CM) derivative of H2DCFDA (Thermo Fisher Scientific) was utilized to measure ROS expression. The cells were incubated in a culture medium mixed with 100 μM of CM-H2DCFDA for 2 h before treatment and for 24, 48, and 72 h post-treatment. 100 μM hydrogen peroxide (H2O2) was used as positive control. Note that CM-H2DCFDA is particularly sensitive to H2O226,27. Cold PBS was used to wash the cells before flow cytometric analysis. Each sample was excited at 495 nm, and emission was observed at 520 nm.
Membrane protein expression
Mouse anti-human antibodies to membrane proteins TNFR1 (H398), Fas (DX2), CD49f (GoH3), CD90 (5E10), and CD133 (EMK08) were purchased from Thermo Fisher Scientific. HCC cells were washed with PBS and then with fluorescence-activated cell sorting buffer, composed of 2% BSA and 0.1% sodium azide in PBS. FITC-conjugates mouse IgG and mouse anti-human antibodies for the protein were added to the washed cells. The cells and antibodies were then incubated on ice for 45 minutes, after which they were washed by the buffer and resuspended in the buffer with 2% formaldehyde. The cells were analyzed via flow cytometry at 2, 24, and 72 h post-treatment.
Death receptor blocking assay
HCC cells were incubated with 10 µg/mL mouse anti-human TNFR1 monoclonal antibody (H398, Thermo Fisher Scientific) and 10 µg/mL mouse anti-human Fas monoclonal antibody (ANT-205, Prospec-Tany TechnoGene, Rehovot, Israel) at 37 °C for 2 h prior to treatment to block death receptors TNFR1 and Fas. Treated HCC cells were re-cultured in 12 well plates with 2 µg/mL TNFR1 antibody and 2 µg/mL Fas antibody. Viable, early apoptotic, and late apoptotic/necrotic populations of cancer cells were determined at 24 and 72 h post-treatment by flow cytometry using an Annexin V-FITC Apoptosis Detection Kit (Thermo Fisher Scientific).
ROS inhibition assay
ROS expression in cancer cells was inhibited by NAC (N-acetyl-L-cysteine) and BHA (Butylated hydroxyanisole), purchased from Sigma-Aldrich. Specifically, the cells were incubated in growth medium containing 1 mM NAC and 10 uM BHA for 30 min and then treated by ethanol and/or HIFU. Immediately after treatment, the cells were re-cultured for 24 and 72 h in the medium with 500 µM NAC and 5 μM BHA.
Colony-forming unit assay
Treated HCC cells were counted and seeded into 60 mm × 15 mm petri dishes at 500 cells/dish. Cells were incubated for 14 days, after which the growth medium was removed, and each dish was washed with PBS. The colonies were then fixed with formalin for 30 minutes and then stained with 0.2% methylene blue for 30 minutes. Excess methylene blue was washed off with deionized water. Dishes were imaged, and cell colonies were counted using ImageJ software (NIH, Bethesda, MA).
Scratch-wound assay
HCC cells were seeded into 12-well plates and grown until confluence. Upon confluence, a 200 μL pipet tip was steadily scraped across the surface of the single cell monolayer. To create scratches of similar width, the pipet tip was held directly perpendicular to the cell surface throughout the scratch. Images of the scratched region were taken daily until complete closure of the wound. ImageJ was used to measure scratch width at each timepoint. In this experiment, cells were exposed to sublethal HIFU power (H2) to ensure that they were viable enough to form a confluent monolayer.
Static adhesion
HUVEC were seeded in a 96-well plate at 0.3 × 106 cells/mL after passage 3 or 4 and cultured overnight to reach confluence. HUVEC were activated by incubating with 10 ng/mL TNF-α (Sigma Aldrich) for 4 h. The HUVEC growth medium was then replaced with DMEM containing 2.0 × 104 viable DiO-labeled HCC cells. The HCC cells were allowed to settle and form adhesive contacts with HUVEC for 15 minutes. The DMEM solution was then removed, and each well was washed with PBS three times, eliminating free-floating cancer cells. Adherent cells were visualized with an inverted epi-fluorescent microscope (Nikon Eclipse Ti-S, Tokyo, Japan) with a 10× objective. Images were captured using a digital CCD camera (Qimaging Retiga EXi, Surrey, Canada) at five different locations in each well. The number of adherent cells was determined with a custom image processing MATLAB code (Mathworks, Natick, MA). The image field size was 904 µm × 675 µm. Static adhesion tests were conducted at 2, 24, and 72 h post-treatment.
Spheroid formation
The hanging drop method was utilized to grow HCC tumor spheroids. Treated cells were seeded in a hanging-drop plate (3D Biomatrix, Ann Arbor, MI) at a concentration of 103 cells/μL in growth medium. Images of drops were taken at 24 and 72 h post-treatment. Tumor spheroid formation was blindly scored on a 0–2 scale, with a 0 being no spheroid formation, a 1 being formation of a loose spheroid, and a 2 being dense spheroid formation.
Animal study
All procedures using animals were approved by Tulane University’s Institutional Animal Care and Use Committee (Protocol 0440 R). They were carried out under guidelines of the Association for Assessment and Accreditation of Laboratory Animal Care (AAALAC).
In vivo tumor xenograft model
The four-week-old male and female Nu/Nu athymic nude mice were purchased from Jackson labs (J:NU 007850, Bar Harbor, ME) and allowed one week of acclimation. A 200 μL bolus containing 1.0 × 106 Hep3B cells in PBS and Matrigel Matrix High Concentration (Corning, Corning, NY) mixed in a 1:1 volume was subcutaneously injected on the left and right flanks of each animal via a 28-gauge needle. Digital calipers and a SonoSite 180+ ultrasound imaging system (SonoSite, Bothell, WA) were used to measure tumor dimensions. The tumor volume was calculated using the following formula: V = π/6 × 2a × b, where a is the short axis and b the long axis of the tumor. Once the tumor volume reached approximately 200 mm3, mice were randomly assigned to a specific treatment group. There was a total of 10 tumors per group.
In vivo treatment
Prior to treatment, Isoflurane gas (Vet One, Meridian, ID) was used to anesthetize mice. Mice were held in a custom-made restrainer, allowing access of tumor site for treatment and imaging. The sham group was injected with 50 μL of PBS, while mice in ethanol treatment groups were injected with 50 µL of 99% ethanol (Sigma Aldrich). A 3-D positioning system (Thorlabs, Newton, NJ) and diagnostic ultrasound aligned the focus of the HIFU signal to the tumor. Ultrasound gel (Aqua Sonic 100, Parker labs, Fairfield, NJ) applied between the cone and skin served as the coupling media. With the HIFU beam at power level H5, the 8–10 mm diameter tumors were ablated with three to four HIFU shots at 30 second intervals. Ethanol was injected immediately prior to HIFU exposure in the E + H5 treatment group. The tumor volume was measured daily for 14 days post-treatment. No additional treatment was administered. It should be noted that the injection of 50uL ethanol leads to the intratumoral ethanol concentration between 11% (for 1 cm tumors) and 20% (for 0.8 cm tumors), which is expected to reduce tumor cell viability (cf. Fig. S1 in ref. 28). This dose, however, is much less than the PEI clinical dose of 5 to 60 ml per 1 to 3 cm tumor, which would lead to fatal intoxication in mice. As tested in the prostate cancer study28 and current work, the injection of 50 μL ethanol does not induce animal death and, in fact, it does not change the animal survival rate as compared to tumor-bearing animals in the control group.
Histological analysis
Tumor tissue collection occurred at either day 5 or day 14, when mice were sacrificed via CO2 asphyxiation. Collected tissue specimens were fixed in formalin for 24 h before being embedded into paraffin. Embedded tissues were partitioned into 4μm thick slices before being placed onto glass sides and stained with Hematoxylin and Eosin (H&E). The study pathologist blindly evaluated the control and treatment slides for maximal tumor diameter and % necrosis.
Statistical analysis
Results were evaluated with an unpaired t-test by using GraphPad Prism 8.1 (GraphPad Software, La Jolla, CA, USA). Statistically significant differences, set to p < 0.05 between experimental groups, were measured by the multiple comparison Holm-Sidak method. The statistical data are represented as mean ± standard error of the mean (SEM). The number of independent tests is listed in figure legends.
Results
MCD reduces viability and proliferation of human liver cancer cells
Flow cytometry for Annexin V and PI was performed on HepG2, PLC/PRF/5, and Hep3B liver cancer cells (Fig. 1a,b). The representative flow cytometry maps in Fig. 1a show the distribution of viable, early apoptotic, late apoptotic, and necrotic Hep3B cells left untreated (control) or treated with 4% ethanol (Ethanol), HIFU level H4 alone, or a combination of Ethanol and HIFU level H4 (E + H4) at 72 h. Using the percentage of viable cells from these maps, the cellular viability normalized to control was plotted in Fig. 1b for different cell lines, experimental groups, and three time instances (2, 24, and 72 h post-treatment). As seen in Fig. 1b, treatment with ethanol alone did not significantly decrease cellular viability in any cell line at any time point (>96% of the control group viability). Cells treated with HIFU alone had significantly lower viability than cells in the control or ethanol alone groups at all time points (p < 0.01). Standalone HIFU at level H4 decreased cellular viability to 48.0 ± 2.1% for HepG2, 65.2 ± 5.9% for PLC/PRF/5, and 55.9 ± 4.5% for Hep3B cell lines at 72 h. However, a further increase in HIFU power only modestly reduced cell survival (11–13% drop in cell viability between H4 and H5). The pre-exposure of cancer cells to 4% ethanol significantly (p < 0.01) reduced viability of H4-treated cells to 15.8 ± 1.9% for HepG2, 13.6 ± 2.5% for PLC/PRF/5, and 12.1 ± 4.6% for Hep3B lines at 72 h. Less than 9% of cells remained viable post ethanol + H5 treatment at this time point. The data in Fig. 1b also demonstrated that cellular viability in the combination treatment group continuously decreased with time, while cells post standalone HIFU had no significant temporal difference in viability.
Changes in proliferation of Hep3B cells (Fig. 1c) and HepG2 and PLC/PRF/5 cells (Supplementary Fig. S1) post-treatment were determined by a WST-8 proliferation assay. The proliferative potential of cells treated with a combination of ethanol and HIFU was significantly (p < 0.05 for all E + H groups reaching the value of < 0.001 for Hep3B and HepG2 cells in the E + H5 group) lower than that of control cells early on (24 h). The difference in proliferation between the combination treatment and control groups became even larger with time (72 h). Ethanol alone treatment had no effect on proliferation of liver cancer cells. The combination treatment significantly reduced the proliferation rate at 72 h, as compared to standalone HIFU treatment (p < 0.05 for H5 vs E + H5). To confirm that the combination treatment has a long-term effect on cell proliferation, we cultured treated cells for up to 14 days. As illustrated in Fig. 1d, control and ethanol-treated cells reached confluence at day 4 post-treatment. Cells exposed to standalone HIFU took 8 days to reach this stage. The cells treated with both ethanol and HIFU grew very slowly and were unable to form a confluent monolayer even by 14 days.
MCD causes ROS overproduction and apoptosis via Fas and TNFR1
ROS production in Hep3B cells significantly increased (p < 0.01 at 24 h, and p < 0.0001 at 72 h) post-treatment with standalone HIFU at level H4 or its combination with 4% ethanol (4.65 ± 0.53 for H4 vs 2.30 ± 0.35 for no treatment at 24 h; 5.25 ± 0.28 for H4 vs 1.66 ± 0.28 for no treatment at 72 h), as evident in Fig. 2a. The level of ROS in the combination treatment groups was higher than that of individual treatment groups and even exceeded the ROS level in cells exposed to 100 μM H2O2 (positive control) at 24 h (5.44 ± 0.59 for E + H4 and 4.76 ± 1.04 for E + H5 vs 4.78 ± 0.44 for positive control) and 72 h (7.06 ± 0.59 for E + H4 and 5.39 ± 0.23 for E + H5 vs 5.32 ± 0.32 for positive control). The ROS level in untreated Hep3B cells was 2.30 ± 0.35 at 24 h and 1.66 ± 0.28 at 72 h. HepG2 and PLC/PRF/5 cells also showed significant overproduction of ROS post combination treatment (Supplementary Fig. S2). By incubating the cells with NAC and BHA (ROS inhibitors, IROS), the ROS expression level in H4- or E + H4-treated cells reduced to less than 2.7, which was insignificantly different from the ROS level in untreated cells.
The expression and activity of death receptors Fas and TNFR1 are dependent on ROS29,30. Figure 2b and Supplementary Fig. S3 point to a significant correlation between ROS production and expression of Fas and TNFR1 in treated liver cancer cells. In particular, only the combination treatment group, where ROS was overproduced, had a significantly higher Fas expression in Hep3B cells than the control group at both 24 h (4.02 ± 0.21 for E + H4 vs 1.92 ± 0.14 for control, ~2.1 times higher, p < 0.0001) and 72 h (4.97 ± 0.26 for E + H4 vs 1.35 ± 0.08 for control, ~3.7 times higher, p < 0.0001). TNFR1 expression significantly increased in all HIFU-treated Hep3B cells at both 24 and 72 h (p < 0.0001) as compared to control, and there was also a highly significant difference in the expression between standalone HIFU and ethanol + HIFU treatment groups (p < 0.0001). The level of TNFR1 expression was 8.09 ± 0.94 in the E + H4 group at 24 h and 7.95 ± 0.63 at 72 h, ~7 times higher than that in the control group (1.15 ± 0.13 at 24 h and 1.07 ± 0.10 at 72 h). The HIFU or ethanol + HIFU treated Hep3B cells incubated with ROS inhibitors did not express Fas and TNFR1 at the level significantly higher than the control cells (IROS groups in Fig. 2b). For the combination treatment, ROS inhibition reduced Fas expression to 2.75 ± 0.33 at 24 h (1.46 times less, p < 0.01) and 1.44 ± 0.02 at 72 h (3.45 times less, p < 0.0001). A much larger effect of ROS inhibition was seen on TNFR1 expression. In the combination treatment group, the TNFR1 level dropped to 1.61 ± 0.08 at 24 h (5.02 times less, p < 0.0001) and 1.69 ± 0.36 at 72 h (4.70 times less, p < 0.0001) post incubation with ROS inhibitors. ROS inhibition also led to a significant decrease (p < 0.01) in TNFR1 expression in the cells treated by standalone HIFU. These data indicate that ROS has a direct effect on the upregulation of death receptor expression in the cells undergoing mechanical disruption.
When both Fas and TNFR1 were blocked, the viability of treated Hep3B cells was recovered to 66% - 95% of the unblocked control group and no significant differences in viability were seen between treated and untreated cells after blocking (Fig. 2c). In the E + H4 group, death receptor blocking increased cell viability from 26.7 ± 6.1% to 77.9 ± 5.5% at 24 h and from 13.9 ± 4.9% to 68.8 ± 7.4% at 72 h (>51% increase in viability due to blocking). In the E + H5 group, blocking led to an increase in cell viability from 10.9 ± 1.6% to 69.6 ± 9.5% at 24 h and from 7.9 ± 3.6% to 80.6 ± 3.1% at 72 h (>59% increase). A significant increase in cell viability was also seen after inhibiting ROS in the cells treated by standalone HIFU (p < 0.05 at 24 h, p < 0.01 at 72 h) or ethanol + HIFU (p < 0.01 at 24 h, p < 0.0001 at 72 h). In particular, in the E + H4 group, the cell viability increased to 72.2 ± 17.8% of untreated cells at 24 h (46% increase) and 73.3 ± 9.9% at 72 h (60% increase). The viability of the cells where ROS was inhibited was not significantly different from the cell viability where death receptors were blocked. These data point out that ROS has a direct cause-effect relationship with Fas and TNFR1 death receptor activity. Overall, the results described in this section confirm that ROS overproduction induced by mechanochemical disruption causes cell death via Fas and TNFR1.
MCD diminishes the metastatic potential of liver cancer cells
The presence of cells with stem-like properties within a liver tumor is indicative of highly aggressive, metastatic liver cancer31. The colony-forming unit (CFU) assay can measure the stemness of cancer cells and their ability to regrow the tumor post-treatment32. According to the data in Fig. 3a, treatment of Hep3B cells with a combination of ethanol and HIFU nearly abolished their colony-forming ability (~20 fold decrease in stemness). With a seeding density of 500 viable cells, control Hep3B cells formed 98.0 ± 3.2 colonies in 14 days. The number of colonies reduced to 71.0 ± 5.3 for ethanol-treated cells (p < 0.01), 49.7 ± 3.1 for cells treated with standalone HIFU (H4, p < 0.001), and 4.7 ± 2.1 for E + H4-treated cells (p < 0.0001). Statistically significant differences (p < 0.0001) in the number of colonies were seen between the combination treatment and individual treatment groups. The stemness of HepG2 and PLC/PRF/5 cells also significantly (p < 0.01) reduced with the combination treatment, as compared to untreated cells or cells exposed to ethanol alone or HIFU alone (Supplementary Fig. S4a). The decrease in cancer cell stemness post combination treatment was confirmed by analysis of liver cancer stem cell (CSC) markers CD133, CD90, and CD49f. In particular, the expression of these markers significantly reduced (p < 0.05 at least) in Hep3B cells (Fig. 3b) and HepG2 and PLC/PRF/5 cells (Supplementary Fig. S4b) post E + H4 treatment.
It has been established that the expression of CSC markers in carcinomas including HCC is associated with epithelial-to-mesenchymal transition by which tumor cells acquire a highly invasive, migratory phenotype33. The scratch-wound assay data in Fig. 3c indicates that untreated and ethanol-treated Hep3B cells are highly migratory, closing a gap of 360.5 ± 9.4 μm within 3 days. The cells in the HIFU level 2 (H2) and combined E + H2 groups required one and two more days to close such a gap, respectively. The H2 treatment group had a significantly wider gap than the control group at day 1 (p < 0.0001) and day 3 (p < 0.001). The gap in the E + H2 group was significantly wider (p < 0.0001) than all other treatment groups at day 1, 2, 3, and 4. Thus, Hep3B cells exposed to combination treatment have a diminished migratory ability.
Highly invasive cancer cells break away from the primary tumor and spread via the blood and lymphatic circulation throughout the body. To form micrometastases at distant sites, circulating cancer cells must adhere and then migrate through local endothelium. Thus, cancer cell adhesion to endothelium is critically important for secondary tumor formation. Figure 4a shows representative images of treated DiO-labeled Hep3B cells attached to TNF-α activated vascular endothelium (HUVEC). These images reveal a strong and lasting reduction in Hep3B cell adhesion after MCD. Adherent cells were counted at 2, 24, and 72 h post-treatment and normalized to the control (Fig. 4b). Hep3B cells treated with ethanol alone had no significant difference with respect to the control at 24 and 72 h. The E + H4 treatment group maintained the most significant decrease in cell adhesion with respect to the control at all time points (p < 0.001), while other experimental groups regained most of the cell adhesion potential by 72 h. Cell adhesion in the E + H4 group was significantly lower than that in the ethanol group or the H4 group (p < 0.0001 for ethanol vs. E + H4; p < 0.01 at 2 h and p < 0.001 at 24 and 72 h for H4 vs E + H4). Supplemental Fig. S4c also demonstrate reduction in the adhesion potential in HepG2 and PLC/PRF/5 cells post the combination treatment. The observed reduction in stemness as well as migratory and adhesive potentials indicates that HCC cells post MCD have a diminished metastatic phenotype.
MCD reduces tumorigenicity of liver cancer in vitro and in vivo
The observed decrease in stemness of treated Hep3B cells indicates that their ability to form tumors may be compromised. Figure 5 confirms that Hep3B cells exposed to both ethanol and HIFU lose this ability. As seen in Fig. 5a, densely packed tumor spheroids were formed in control, ethanol alone, and H4 alone treatment groups by day 3 of culture, indicating strong tumorigenicity. Increasing the power of standalone HIFU to H5, slightly but significantly (p < 0.01) reduced tumorigenicity, as evident by less dense spheroid formation. Both E + H4 and E + H5 groups showed no or loose spheroid formation. The tumorigenic potential of liver cancer cells, quantified based on blind scoring (0 = no spheroid, 1 = loose spheroid, 2 = dense spheroid), is shown in Fig. 5b. The cells in the combination treatment groups had significantly lower tumorigenic scores than control (p < 0.001), ethanol alone (p < 0.0001), or HIFU alone groups (p < 0.05). A significant reduction in tumorigenicity was also seen in HepG2 and PLC/PRF/5 cells (Supplementary Fig. S5) exposed to a combination of ethanol and HIFU, as compared to untreated cells (p < 0.001) or treated with ethanol alone (p < 0.001) or HIFU alone (p < 0.05).
The presented in vitro data in Fig. 5 and Supplementary Fig. S5 indicate that MCD makes liver cancer cells less capable of tumor formation. To test whether this disruptive therapy can stop tumor progression and potentially lead to tumor regression in vivo, we utilized a Hep3B xenograft mouse model. Figure 6a illustrates tumor regression to a no-caliper measurable size in mice treated with both ethanol and HIFU. Tumors continued to grow in all other treatment groups. Images of H&E stained tumor sections in Fig. 6b shows little to no necrosis in sham and ethanol treated tumors, small necrotic regions after standalone HIFU (H5), and large necrotic regions in the E + H5 treated tumors at 14 days post-treatment. The data on tumor growth (Fig. 6c) show that the average tumor size was reduced to 30% (SD = 30%) of its original size, with many tumors completely regressed, by 14 days post E + H5 treatment. During this time period, tumors in the sham, ethanol alone, and H5 alone groups grew to at least 250% (SD = 50%) of the original size. Starting from day 5 post-treatment, there was a statistically significant difference (p < 0.0001) between the sham and E + H5 groups.
Blind pathological evaluation of resected tumors revealed that the combination treatment resulted in a greater % necrosis at 5 and 14 days than other treatment groups (Fig. 6d). At 5 days, E + H5 histological slides showed 46.25 ± 21.15% necrosis, as opposed to no necrosis for the sham group. In comparison, ethanol alone and H5 alone tumors at 5 days exhibited 15.3 ± 12.4% and 13.7 ± 13.2% necrosis, respectively. The disparity between the E + H5 and other treatment groups increased even more by 14 days post-treatment. The E + H5 tumors were 27.8 ± 11.8% necrotic, while the sham, ethanol alone and H5 alone tumors were 1.3 ± 1.3%, 4.0 ± 3.0%, and 7.3 ± 4.1% necrotic, respectively.
Discussion
HCC is a highly fatal cancer with a median survival time of 3.6 months if left untreated34, which increases only to 11 months if both treated and untreated patients are included35. The considerable mortality rate associated with HCC emanates directly from the limited treatment options which are ineffective for the intermediate and advanced stages of this disease. As we showed previously16,36, MCD of tumor tissue by a combination of PEI and HIFU increases the tissue ablation volume, reduces acoustic intensity, and decreases number of HIFU shots per tumor. It also decreases the aggressiveness of prostate cancer cells28 and, as demonstrated in this work, HCC cells. In particular, MCD therapy prevents uncontrolled proliferation of HCC cells, sensitize the cells to apoptosis, and lowers their metastatic and tumorigenic potentials in vitro and in vivo.
The local deposition of acoustic energy to a tumor by HIFU causes strong molecular vibrations, leading to the mechanical disruption of cancer cells and tumor microenvironment. When HIFU is combined with ethanol, the cells experience MCD that leads to three possible outcomes: (1) immediate cell death, (2) programmed cell death, (3) cell survival accompanied by phenotypic alterations. The immediate cell death occurs in a subset of cells due to unbearable mechanical, thermal, and oxidative stresses. For example, rapid heating due to acoustic energy absorption coupled with ethanol-induced dehydration and oxidative shock lead to protein denaturation and breakdown, and thus coagulative necrosis of the cells37,38. Furthermore, rupture of the cytoskeleton and plasma membrane by extensive mechanical vibrations results in cell lysis17,39.
The results of our study suggest that MCD induces ROS overproduction (particularly, overproduction of hydrogen peroxide) that in turn causes programmed death of liver cancer cells via death receptors Fas and TNFR1 (Fig. 2). The role of these receptors in both apoptosis and necroptosis of hepatocytes has been previously demonstrated40,41. The intracellular metabolism of ethanol leads to ROS formation in the endoplasmic reticulum (ER)42. Similarly, ROS is produced in the cytoplasm as a result of HIFU-induced mechanical disruption21. The increase in cytoplasmic ROS due to ethanol and HIFU permeabilizes the mitochondrial membrane, leading to mitochondrial dysfunction and burst release of mitochondrial ROS as well as cytochrome C, apoptosis inducing factor (AIF), and other apoptogenic factors into the cytoplasm43,44. This process provides the necessary components for apoptotic cell death and, through the overproduction of ROS, it elevates death receptor activity to ensure the completion of the apoptotic signaling cascade. In a similar fashion, mitochondrial dysfunction and ROS overproduction contribute to TNFR1- and Fas-mediated necroptosis45.
Since the liver is a highly vascular organ, favorable conditions exist for metastatic dissemination of liver tumor cells. Even with the best treatment available, there is a high risk that some of the cells survive treatment and progress to a more aggressive phenotype. Ideally, curative treatment should also target surviving cells, e.g., by making them less potent for metastatic transformation and spread. Figures 1, 3 and 4 demonstrate this goal can potentially be achieved by MCD of tumor cells. The cells that experienced this disruption had: (1) very low and even negative proliferation rate in the long run, (2) reduced stemness, both in terms of colony-forming ability and CSC marker expression, and (3) reduced ability to migrate and adhere to vascular endothelium. Surviving cells are also incapable of forming tumors in vitro (Fig. 5) and in vivo (Fig. 6). These cell reprograming features of MCD therapy maybe associated with inhibition of TNFR1-mediated proliferation and changes in mitochondrial metabolism. In addition to its role as a death receptor, TNFR1 also initiates cell proliferation through NF-κB signaling. Despite an eightfold increase in the TNFR1 expression level, liver cancer cells that survived MCD do not proliferate, suggesting that the NF-κB signaling pathway is impaired. We recently demonstrated that MCD leads to a loss of NF-κB p65 subunit in prostate cancer cells28. Also, the overproduction of ROS has been shown to inhibit metabolites in the NF-kB signaling pathway46. Mitochondrial permeabilization and destruction induced by MCD either drive the cell to undergo programmed cell death or dramatically reduce the number of viable mitochondria in surviving cells, as indirectly confirmed by WST-8 assay data (Fig. 1c). Recent studies link mitochondrial biogenesis and metabolism with aggressive cancer phenotypes, enhanced tumor growth, and metastasis47,48. By depleting mitochondria, MCD therapy makes cancer cells unable to sustain their aggressive behavior.
Overall, the reported in vitro and in vivo data demonstrate that the mechanical disruption of liver cancer cells by focused ultrasound decreases their tumorigenic and metastatic potentials in the presence of ROS inducing chemical agents, such as ethanol. This MCD approach can potentially be curative for intermediate and advanced stage liver cancer. Further in vivo studies with orthotopic and liver metastasis models are required to assess the MCD ability to reduce a risk of tumor recurrence and secondary tumor formation at distant sites.
References
Garcia, M. et al. Global Cancer Facts & Figures 2007., (American Cancer Society, Atlanta, GA, 2007).
Schutte, K., Bornschein, J. & Malfertheiner, P. Hepatocellular carcinoma–epidemiological trends and risk factors. Dig Dis 27, 80–92 (2009).
Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet (London, England) 388, 1659–1724, https://doi.org/10.1016/s0140-6736(16)31679-8 (2016).
Ramadori, P., Cubero, F. J., Liedtke, C., Trautwein, C. & Nevzorova, Y. A. Alcohol and Hepatocellular Carcinoma: Adding Fuel to the Flame. Cancers (Basel) 9, https://doi.org/10.3390/cancers9100130 (2017).
Caldwell, S. H., Crespo, D. M., Kang, H. S. & Al-Osaimi, A. M. Obesity and hepatocellular carcinoma. Gastroenterology 127, S97–103 (2004).
Yang, J. D. et al. Diabetes Mellitus Heightens the Risk of Hepatocellular Carcinoma Except in Patients With Hepatitis C Cirrhosis. Am J Gastroenterol 111, 1573–1580, https://doi.org/10.1038/ajg.2016.330 (2016).
Papatheodoridis, G. V., Chan, H. L., Hansen, B. E., Janssen, H. L. & Lampertico, P. Risk of hepatocellular carcinoma in chronic hepatitis B: assessment and modification with current antiviral therapy. J Hepatol 62, 956–967, https://doi.org/10.1016/j.jhep.2015.01.002 (2015).
Llovet, J. M., Fuster, J., Bruix, J. & Barcelona-Clinic Liver Cancer, G. The Barcelona approach: diagnosis, staging, and treatment of hepatocellular carcinoma. Liver Transpl 10, S115–120, https://doi.org/10.1002/lt.20034 (2004).
Gray, S. H. et al. A SEER Database Analysis of the Survival Advantage of Transarterial Chemoembolization for Hepatocellular Carcinoma: An Underutilized Therapy. J Vasc Interv Radiol 28, 231–237 e232, https://doi.org/10.1016/j.jvir.2016.09.022 (2017).
Lam, V. W. et al. Incomplete ablation after radiofrequency ablation of hepatocellular carcinoma: analysis of risk factors and prognostic factors. Ann Surg Oncol 15, 782–790 (2008).
Sucandy, I. et al. Longterm survival outcomes of patients undergoing treatment with radiofrequency ablation for hepatocellular carcinoma and metastatic colorectal cancer liver tumors. HPB (Oxford) 18, 756–763, https://doi.org/10.1016/j.hpb.2016.06.010 (2016).
Pillai, K. et al. Heat sink effect on tumor ablation characteristics as observed in monopolar radiofrequency, bipolar radiofrequency, and microwave, using ex vivo calf liver model. Medicine (Baltimore) 94, e580, https://doi.org/10.1097/md.0000000000000580 (2015).
Pfeiffer, D., Berger, J. & Gross, A. J. Single application of high-intensity focused ultrasound as a first-line therapy for clinically localized prostate cancer: 5-year outcomes. Bju Int 110, 1702–1707, https://doi.org/10.1111/j.1464-410X.2012.11375.x (2012).
Chaussy, C. G. & Thuroff, S. High-Intensity Focused Ultrasound for the Treatment of Prostate Cancer: A Review. J Endourol 31, S30–S37, https://doi.org/10.1089/end.2016.0548 (2017).
Esnault, O., Rouxel, A., Le Nestour, E., Gheron, G. & Leenhardt, L. Minimally invasive ablation of a toxic thyroid nodule by high-intensity focused ultrasound. AJNR Am J Neuroradiol 31, 1967–1968, https://doi.org/10.3174/ajnr.A1979 (2010).
Hoang, N. H., Murad, H. Y., Ratnayaka, S. H., Chen, C. & Khismatullin, D. B. Synergistic ablation of liver tissue and liver cancer cells with high-intensity focused ultrasound and ethanol. Ultrasound Med Biol 40, 1869–1881, https://doi.org/10.1016/j.ultrasmedbio.2014.02.026 (2014).
Arora, J. S. et al. Ablative Focused Ultrasound Synergistically Enhances Thermally Triggered Chemotherapy for Prostate Cancer in Vitro. Mol Pharm 13, 3080–3090, https://doi.org/10.1021/acs.molpharmaceut.6b00216 (2016).
Abshire, C. et al. Focused Ultrasound-Triggered Release of Tyrosine Kinase Inhibitor From Thermosensitive Liposomes for Treatment of Renal Cell Carcinoma. J Pharm Sci 106, 1355–1362, https://doi.org/10.1016/j.xphs.2017.01.027 (2017).
Jin, C. et al. High-intensity focused ultrasound combined with transarterial chemoembolization for unresectable hepatocellular carcinoma: long-term follow-up and clinical analysis. Eur J Radiol 80, 662–669, https://doi.org/10.1016/j.ejrad.2010.08.042 (2011).
Kim, J. et al. Therapeutic effect of high-intensity focused ultrasound combined with transarterial chemoembolisation for hepatocellular carcinoma <5 cm: comparison with transarterial chemoembolisation monotherapy–preliminary observations. Br J Radiol 85, e940–946, https://doi.org/10.1259/bjr/32750755 (2012).
Abdollahi, A. et al. Apoptosis signals in lymphoblasts induced by focused ultrasound. FASEB J 18, 1413–1414, https://doi.org/10.1096/fj.04-1601fje (2004).
Castaneda, F. & Kinne, R. K. Ethanol treatment of hepatocellular carcinoma: high potentials of low concentrations. Cancer Biol Ther 3, 430–433 (2004).
Reinehr, R., Becker, S., Eberle, A., Grether-Beck, S. & Häussinger, D. Involvement of NADPH oxidase isoforms and Src family kinases in CD95-dependent hepatocyte apoptosis. J Biol Chem 280, 27179–27194, https://doi.org/10.1074/jbc.M414361200 (2005).
Kim, Y. S., Morgan, M. J., Choksi, S. & Liu, Z. G. TNF-induced activation of the Nox1 NADPH oxidase and its role in the induction of necrotic cell death. Mol Cell 26, 675–687, https://doi.org/10.1016/j.molcel.2007.04.021 (2007).
Scherz-Shouval, R. et al. Reactive oxygen species are essential for autophagy and specifically regulate the activity of Atg4. EMBO J 26, 1749–1760, https://doi.org/10.1038/sj.emboj.7601623 (2007).
Zhang, Y. et al. Impairment of human ether-a-go-go-related gene (HERG) K+ channel function by hypoglycemia and hyperglycemia. Similar phenotypes but different mechanisms. J Biol Chem 278, 10417–10426, https://doi.org/10.1074/jbc.M211044200 (2003).
Rosado, J. A. et al. Hydrogen peroxide generation induces pp60src activation in human platelets: evidence for the involvement of this pathway in store-mediated calcium entry. J Biol Chem 279, 1665–1675, https://doi.org/10.1074/jbc.M307963200 (2004).
Murad, H. Y. et al. Mechanochemical Disruption Suppresses Metastatic Phenotype and Pushes Prostate Cancer Cells toward Apoptosis. Mol Cancer Res 17, 1087–1101, https://doi.org/10.1158/1541-7786.MCR-18-0782 (2019).
Gupta, S. C. et al. Upsides and downsides of reactive oxygen species for cancer: the roles of reactive oxygen species in tumorigenesis, prevention, and therapy. Antioxid Redox Signal 16, 1295–1322, https://doi.org/10.1089/ars.2011.4414 (2012).
Ma, F., Zhang, L. & Westlund, K. N. Reactive oxygen species mediate TNFR1 increase after TRPV1 activation in mouse DRG neurons. Mol Pain 5, 31, https://doi.org/10.1186/1744-8069-5-31 (2009).
Nio, K., Yamashita, T. & Kaneko, S. The evolving concept of liver cancer stem cells. Mol Cancer 16, 4, https://doi.org/10.1186/s12943-016-0572-9 (2017).
Munshi, A., Hobbs, M. & Meyn, R. E. Clonogenic cell survival assay. Methods Mol Med 110, 21–28, https://doi.org/10.1385/1-59259-869-2:021 (2005).
Jayachandran, A., Dhungel, B. & Steel, J. C. Epithelial-to-mesenchymal plasticity of cancer stem cells: therapeutic targets in hepatocellular carcinoma. J Hematol Oncol 9, 74, https://doi.org/10.1186/s13045-016-0307-9 (2016).
Khalaf, N. et al. Natural History of Untreated Hepatocellular Carcinoma in a US Cohort and the Role of Cancer Surveillance. Clin Gastroenterol Hepatol 15, 273–281 e271, https://doi.org/10.1016/j.cgh.2016.07.033 (2017).
Greten, T. F. et al. Survival rate in patients with hepatocellular carcinoma: a retrospective analysis of 389 patients. Br J Cancer 92, 1862–1868, https://doi.org/10.1038/sj.bjc.6602590 (2005).
Chen, C., Liu, Y., Maruvada, S., Myers, M. & Khismatullin, D. Effect of ethanol injection on cavitation and heating of tissues exposed to high-intensity focused ultrasound. Phys Med Biol 57, 937–961, https://doi.org/10.1088/0031-9155/57/4/937 (2012).
Kroemer, G. et al. Classification of cell death: recommendations of the Nomenclature Committee on Cell Death 2009. Cell Death Differ 16, 3–11, https://doi.org/10.1038/cdd.2008.150 (2009).
Zhou, Y. F. High intensity focused ultrasound in clinical tumor ablation. World J Clin Oncol 2, 8–27, https://doi.org/10.5306/wjco.v2.i1.8 (2011).
Kaufman, G. E., Miller, M. W., Griffiths, T. D., Ciaravino, V. & Carstensen, E. L. Lysis and viability of cultured mammalian cells exposed to 1 MHz ultrasound. Ultrasound Med Biol 3, 21–25 (1977).
Faubion, W. A. & Gores, G. J. Death receptors in liver biology and pathobiology. Hepatology 29, 1–4, https://doi.org/10.1002/hep.510290101 (1999).
Eguchi, A., Wree, A. & Feldstein, A. E. Biomarkers of liver cell death. J Hepatol 60, 1063–1074, https://doi.org/10.1016/j.jhep.2013.12.026 (2014).
Mello, T., Zanieri, F., Ceni, E. & Galli, A. Oxidative Stress in the Healthy and Wounded Hepatocyte: A Cellular Organelles Perspective. Oxid Med Cell Longev 2016, 8327410, https://doi.org/10.1155/2016/8327410 (2016).
Zorov, D. B., Juhaszova, M. & Sollott, S. J. Mitochondrial reactive oxygen species (ROS) and ROS-induced ROS release. Physiol Rev 94, 909–950, https://doi.org/10.1152/physrev.00026.2013 (2014).
Khosravi-Far, R. & Esposti, M. D. Death receptor signals to mitochondria. Cancer Biol Ther 3, 1051–1057 (2004).
Zhang, Y. et al. RIP1 autophosphorylation is promoted by mitochondrial ROS and is essential for RIP3 recruitment into necrosome. Nat Commun 8, 14329, https://doi.org/10.1038/ncomms14329 (2017).
Morgan, M. J. & Liu, Z. G. Crosstalk of reactive oxygen species and NF-kappaB signaling. Cell Res 21, 103–115, https://doi.org/10.1038/cr.2010.178 (2011).
Tohme, S. et al. Hypoxia mediates mitochondrial biogenesis in hepatocellular carcinoma to promote tumor growth through HMGB1 and TLR9 interaction. Hepatology 66, 182–197, https://doi.org/10.1002/hep.29184 (2017).
LeBleu, V. S. et al. PGC-1alpha mediates mitochondrial biogenesis and oxidative phosphorylation in cancer cells to promote metastasis. Nat Cell Biol 16(992–1003), 1001–1015, https://doi.org/10.1038/ncb3039 (2014).
Acknowledgements
We thank P. Chandra and N. Khurana for help with the scratch-wound and colony-forming unit assays and D. Mondal for fruitful discussions.
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H.Y.M. and D.B.K. designed the experiments and wrote the manuscript with input from all authors. H.Y.M. and E.P.B. performed analysis of cell viability and proliferation, flow cytometry of membrane proteins, hanging drop assay, scratch-wound assay, and ROS measurements. H.Y.M. also conducted colony-forming unit experiments. H.Y. conducted death receptor blocking and static adhesion assays. H.Y.M. and H.Y. conducted ROS inhibition experiments. H.Y.M., G.M.H. and D.L. performed in vivo experiments. A.B.S. analyzed H&E-stained tissue and provided blinded pathological analysis.
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Murad, H.Y., Bortz, E.P., Yu, H. et al. Phenotypic alterations in liver cancer cells induced by mechanochemical disruption. Sci Rep 9, 19538 (2019). https://doi.org/10.1038/s41598-019-55920-2
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DOI: https://doi.org/10.1038/s41598-019-55920-2
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