Abstract

The presence of stem cells in cancer may increase the chances of drug resistance and invasiveness. Low-intensity ultrasound (LIUS) can regulate the biological and mechanical properties of cells and participate in cellular migration and differentiation. Although LIUS has shown significant potential in cancer treatment, the effects of LIUS on migration and drug resistance of cancer stem cells (CSCs) are unclear from a biomechanical perspective. Hence, the objective of this work is to analyze the biomechanical response of LIUS to CSCs. In this study, we selected human ovarian cancer cell line A2780 and ovarian cancer stem cells (OCSCs) were enriched from A2780 cells and observed that OCSCs had higher drug sensitivity and lower invasiveness than A2780 cells after LIUS exposure. Furthermore, we further analyzed the changes in cell morphology, cytoskeleton, and membrane stiffness of A2780 cells and OCSCs at various intensities of LIUS, these results showed that LIUS could induce morphological changes, F-actin formation and increase membrane stiffness, which could help to suppress migration and reduce the drug resistance of OCSCs. Our findings will help establish a better understanding of the biomechanical response to LIUS in CSCs, and future studies on cancer will benefit from the careful consideration of the cellular response of CSCs to LIUS stimulation, ultimately allowing for the development of more effective therapies.

1 Introduction

Cancer has become the main cause of death in the world [1]. Although a variety of treatment strategies have dramatically increased the survival in cancer patients, drug resistance and metastasis are still major challenges to hinder cancer treatment [2]. Currently, evidences suggested that when a subset of cancer cells possesses stem cell-like features, including self-renewal, differentiation, tumorigenesis, and tumor heterogeneity, often referred to as cancer stem cells (CSCs) [3]. These cells have been considered to be the main reasons of drug resistance and metastasis of cancer [4]. Therefore, therapies that can produce the exciting therapeutic effects to these cells may eventually lead to cancer cures.

Nowadays, one of the therapeutic strategies is to inhibit the self-renewal ability of CSCs [5,6]. For example, the original properties of CSCs could be altered to promote the transformation of CSCs from the “stem” phenotype to “differentiated” phenotype by interfering stem cell signaling [7]. However, the internal regulation of directly inhibiting or activating the master regulators may affect the functions of normal stem cells and cause systemic toxicity. Except for regulating the functions of CSCs by internal channels, external regulations also play an important role in affecting the “stem” phenotype of CSCs [8,9]. The external regulations are mainly produced by mechanical stimulation, which possess the ability to regulate cell behavior and functions [10,11]. Rahmani et al. proved that electrical stimulation could contribute to mesenchymal stem cell differentiation [12]. Sun et al. also reported that shear stress could alter the biological features of liver CSCs to influence invasiveness [13]. Therefore, there may be an important association between mechanical stimulation and drug resistance and migration of CSCs.

Nowadays, a variety of mechanical stimuli have been used in targeting CSCs [14]. Low-intensity ultrasound (LIUS,<5 W/cm2) as a safe, noninvasive, and cost-effective mechanical stimulation [15,16], which can affect cell stiffness and interfere with the expression of cytoskeletal elements in cancer cells [17,18]. Basing on these changes in biomechanical properties, many investigations have shown that LIUS could enhance the anticancer effect of chemotherapeutic drugs (including doxorubicin, docetaxel, cisplatin) [1921]. Also, it has been proven that LIUS could inhibit cell invasion and clone formation, thus showing great potential in cancer therapy [22]. However, the biomechanical relationships between LIUS and drug resistance and migration of CSCs have not been explored enough. Further exploration of these reasons may contribute to a new angle to understand the mechanics of cancer cells occurrence and provide a referenced basis for targeting CSCs in the clinical.

In this study, we aimed to unravel how LIUS, as a form of mechanical stimulation, affected the biomechanical properties to alter drug resistance and migration of CSCs. We believed that these findings would be helpful in providing suggestions for translational researches on cancer therapy.

2 Materials and Methods

2.1 Cultivation and Enrichment of Ovarian Cancer Stem Cells From A2780 Cells.

Sphere-forming cells of ovarian cancer stem cells (OCSCs) were derived from the A2780 cells. A2780 cells were cultured in serum-free medium until the formation of spheroids. The spheroids cells were sorted by ALDEFLUOR assay and fluorescence-activated cell to obtain OCSCs in our previous works [23,24]. These OCSCs were used for follow-up experimental studies.

2.2 Ultrasonic Exposure System.

The ultrasound device of Sonvitro was applied in this research, which had been introduced in our previous study [25]. In brief, it had an ultrasonic transducer, a water tank and a control panel. The frequency of the ultrasonic probe was 1 MHz. The ultrasound parameters of different exposure times, duty cycles, and ultrasound intensity could be chosen through the control panel. In this study, the fixed ultrasonic parameters were 1 min, 20%. Furthermore, the ultrasound frequency of 1 MHz could induce the bio-effects in cancer stem cells, which could mediate the targeted gene into the cancer stem cells in our previous study [24,26]. Therefore, the ultrasound frequency of 1 MHz was chosen for this research. For ultrasound exposure, sterilized distilled water was filled between the transducer and the cell culture plate for ultrasound transmission.

2.3 Transwell Migration Assay After Low-Intensity Ultrasound Exposure.

The migration of OCSCs and A2780 cells was assessed by transwell insert with polycarbonate membranes of 8 μm pore size. Briefly, the A2780 cells and OCSCs were implanted in six-well plates. After LIUS exposure, the cells were collected with serum-free medium and seeded into the inner part of the inserts. The inserts were placed into a 24-well culture plate containing 600 μL medium with 1% FBS as the chemoattractant. After 6 h incubation at 37 °C in 5% CO2, migratory cells would adhere to the membrane of the lower chamber which could ensure the accuracy of cells migration and all nonmigration cells were scraped from the upper surface of the membrane with a cotton swab, and migrated cells which remained on the bottom surface were stained with 0.05% crystal violet (Solarbio, Beijing, China) in phosphate buffered saline (PBS) for 30 min. Cells migration were assessed by randomly selecting 3 fields to count the number of the cells in each field.

2.4 Sensitivity of Cell Viability to Low-Intensity Ultrasound With Different Ultrasound Intensities.

OCSCs and A2780 cells in the exponential phase were collected, resuspended in complete culture medium at the required cell density, placed in culture dishes to 70% of confluence, and were then randomly divided into three groups: (1) 0.6 W/cm2, (2) 1.0 W/cm2, and (3) 1.4 W/cm2. Every sample had three replicates. Cells in different groups were exposed to LIUS at different intensities mentioned above. Any bio-effect was supposed to be considered nonthermal in this study. Thus, the temperature increased inside the culture plates was measured before and after LIUS treatment with a digital thermometer, and no significant variation of temperature was detected (±1 °C). Subsequently, cells were incubated for additional time as specified and subjected to the following analysis. Cell viability was evaluated by the CCK-8 test (BestBio, Shanghai, China) at 2 h after different ultrasound intensity exposure.

2.5 Drug-Resistance Ability of A2780 Cells and Ovarian Cancer Stem Cells With/Without Low-Intensity Ultrasound Exposure.

The drug-resistance ability of A2780 cells and OCSCs was reflected by cell viability. First, A2780 cells and OCSCs were cultured in 24-well plates at a density of 2 × 105 cells/well. Then, the cells were cultured in serum-free culture with LIUS exposure, and cisplatin (Sigma, St. Louis, MI) was added to the cells for 24 h. The cell viability of A2780 cells and OCSCs was detected by CCK8-assay detection kit following the manufacturer's instructions.

2.6 Low-Intensity Ultrasound-Induced Morphological Changes.

To observe the morphological changes of OCSCs, different ultrasound parameters were used to treat the OCSCs and A2780 cells. The cells were immediately fixed with 2.5% glutaraldehyde for 1 h and then washed twice by PBS. Cell samples were dehydrated with graded alcohol and dried with a freeze dryer. Finally, cell samples treated in the previous step were coated on the metal net, dried after gold plating, and were observed under a scanning electron microscope (SEM, S-3700N, Hitachi, Tokyo, Japan).

2.7 Low-Intensity Ultrasound-Induced Cytoskeleton Changes.

A2780 cells and OCSCs were implanted in six-well plates. After LIUS exposure, cells were fixed with 4% formaldehyde for 5 min and washed immediately with PBS for three times. The fixed cells were permeabilized with 0.1% TritonX-100 for 5 min and rewashed three times with PBS. After saturation with 5% bovine serum, the cells were incubated with FITC-phalloidin (BestBio, Shanghai, China) for 1 h at room temperature. The nuclei were labeled with 10 μg/ml 4,6-diamidino-2-phenylindole (Solarbio, Beijing, China) for 2 min. Finally, these cells were observed by confocal laser scanning microscope.

2.8 Stiffness Assessment Based on Atomic Force Microscopy.

The A2780 cells and OCSCs were cultured onto glass coverslips at a density of 5 × 104 cells/well. In order to evaluate the change of membrane stiffness after LIUS exposure, an atomic force microscope (Dimension Fastscan Bio, Germany) with a pyramid probe could be used to slowly contact with the cell surface for the measurement of cell stiffness. The data of the force–distance curves were recorded by nanoscope_analysis software. The elasticity modulus of these cells was calculated based on the Hertz model, which was described as the elastic deformation of two bodies in contact under load according to previous reports [27]. All measurements were performed at 37 °C, and cells had been cultured in PBS buffer. The local elasticity of these cells was quantitatively determined from the force–distance curves.

2.9 Statistical Analysis.

All data were expressed as mean±standard deviation. Statistical tests were analyzed by GraphPad prism 8.0. The data of each group were analyzed by One-way Analysis of Variance, and the significant data were analyzed between the two groups by the t-test. Significant differences were indicated as follows: *p <0.05, **p <0.01, and ***p <0.001.

3 Results

3.1 Enrichment and Characterization of Ovarian Cancer Stem Cells From A2780 Cells.

In our study, the monolayers of adherent A2780 cells were cultured in the presence of 10% FBS (Fig. 1(a)) and subsequently in tumor sphere medium. After 13 days, the adherent monolayer A2780 cells became suspended and spherical (Fig. 1(a)). In order to prove that the spherical cells originated from the A2780 cells, the whole evolution process of a single A2780 cell forming a sphere was recorded on day 1, 5, 7, 9, 11, and 13 (Fig. 1(b)). With the extension of culture time, the tumor spherical volume was obvious and displayed self-renewing.

Fig. 1
Characterization of OCSCs enriched from A2780 cells. (a) The microscope image of A2780 cells and OCSC spheroids derived from A2780 cells, Scale bar = 50 μm. (b) Generation of an OCSC spheroid from a single A2780 cell. The propagation of a single cell was recorded at day 1, 5, 7, 9, 11, and 13, separately. Scale bar = 50 μm.
Fig. 1
Characterization of OCSCs enriched from A2780 cells. (a) The microscope image of A2780 cells and OCSC spheroids derived from A2780 cells, Scale bar = 50 μm. (b) Generation of an OCSC spheroid from a single A2780 cell. The propagation of a single cell was recorded at day 1, 5, 7, 9, 11, and 13, separately. Scale bar = 50 μm.
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3.2 The Effects of the Drug-Resistance Ability of A2780 Cells and Ovarian Cancer Stem Cells.

Next, in order to verify whether LIUS could reverse the drug-resistance of CSCs, the cell viability between treatment with LIUS alone or LIUS combined with cisplatin was compared. Images in Fig. 2(a) showed that LIUS exposure inhibited A2780 cells and OCSCs viability in an intensity-dependent manner and OCSCs were more tolerant than A2780 cells. As shown in Fig. 2(b), the cell viability of A2780 cells and OCSCs decreased with the increase of ultrasound intensity and chemotherapy drug intervention. However, compared with A2780 cells, the OCSCs were more sensitive to chemotherapeutic drugs and the viability of OCSCs was lower under LIUS exposure (Table 1).

Fig. 2
Detection of the survival rate of A2780 cells and OCSCs by CCK8 test. (a) LIUS-induced cell killing in A2780 cells and OCSCs to different ultrasound intensities. (b) A2780 cells and OCSCs were treated with chemotherapy drug cisplatin in response to LIUS exposure at various intensities. Data are expressed as the mean ± SD; *p < 0.05, **p < 0.01, and ***p < 0.001.
Fig. 2
Detection of the survival rate of A2780 cells and OCSCs by CCK8 test. (a) LIUS-induced cell killing in A2780 cells and OCSCs to different ultrasound intensities. (b) A2780 cells and OCSCs were treated with chemotherapy drug cisplatin in response to LIUS exposure at various intensities. Data are expressed as the mean ± SD; *p < 0.05, **p < 0.01, and ***p < 0.001.
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Table 1

Summarizing the standard deviation of cell viability between A2780 cells and OCSCs under LIUS exposure

LIUS (SD%)LIUS + cisplatin (SD%)
Inensity (W/cm2)A2780 cellsOCSCsA2780 cellsOCSCs
0.63.9643.5230.8737.623
1.06.5326.5770.4901.179
1.44.5803.3266.2240.734
LIUS (SD%)LIUS + cisplatin (SD%)
Inensity (W/cm2)A2780 cellsOCSCsA2780 cellsOCSCs
0.63.9643.5230.8737.623
1.06.5326.5770.4901.179
1.44.5803.3266.2240.734

3.3 Changes of Migration Properties of A2780 Cells and Ovarian Cancer Stem Cells.

In order to verify whether LIUS stimulation could affect the migration of CSCs, the migration behavior was observed by transwell assay after LIUS exposure. Interestingly, these results showed that the migration ability of A2780 cells was higher than OCSCs, when the ultrasound intensity exceeded 0.6 W/cm2 (Figs. 3(a) and 3(b)). Furthermore, compared to the control group, the migrated amounts of OCSCs decreased by 4.1%, 15.9%, and 26% when ultrasound intensity was 0.6, 1.0, and 1.4 W/cm2, respectively (Fig. 3(c)).

Fig. 3
Measurement of the migration of A2780 cells and OCSCs: (a) A2780 cells and (b) OCSCs. (c) Relative quantification of migration percentages of A2780 cells and OCSCs by imagej software. Scale bar = 25 μm. Data are expressed as the mean ± SD; *p < 0.05 and ***p < 0.001.
Fig. 3
Measurement of the migration of A2780 cells and OCSCs: (a) A2780 cells and (b) OCSCs. (c) Relative quantification of migration percentages of A2780 cells and OCSCs by imagej software. Scale bar = 25 μm. Data are expressed as the mean ± SD; *p < 0.05 and ***p < 0.001.
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3.4 Morphology Alterations of A2780 Cells and Ovarian Cancer Stem Cells.

In this experiment, the changes of cell morphology were observed by SEM after LIUS exposure. When A2780 cells and OCSCs were exposed to LIUS with an intensity of 0.6 W/cm2, there were no significant morphological alterations compared with the control group. However, with ultrasound intensity increasing, the A2780 cells and OCSCs both showed different degrees of shrinkage of the cell membrane. OCSCs showed more significant morphological shrinkage to abnormal circular shape at an ultrasound intensity of 1.4 W/cm2. Furthermore, there were many protuberances on the surface of OCSCs, which made the plasma membranes uneven, blurred the boundary and more pores formed (Figs. 4(a) and 4(b) and Table 3).

Fig. 4
Evaluating the morphology of A2780 cells and OCSCs after LIUS exposure. The cells were treated under different ultrasound intensity and the cell morphology changes were observed via scanning electron microscopy, the white arrows represent the pores formation in cell membrane. Scale bars = 10 μm. Data are expressed as the mean ± SD; *p < 0.05 and ***p < 0.001.
Fig. 4
Evaluating the morphology of A2780 cells and OCSCs after LIUS exposure. The cells were treated under different ultrasound intensity and the cell morphology changes were observed via scanning electron microscopy, the white arrows represent the pores formation in cell membrane. Scale bars = 10 μm. Data are expressed as the mean ± SD; *p < 0.05 and ***p < 0.001.
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Table 3

Summarizing the standard deviation of number of pores between A2780 cells and OCSCs under LIUS exposure

Cell typeIntensity (W/cm2)SD (pcs)
0.61.528
1.03606
1.42.082
0.62.646
OCSCs1.04.000
1.43.606
Cell typeIntensity (W/cm2)SD (pcs)
0.61.528
1.03606
1.42.082
0.62.646
OCSCs1.04.000
1.43.606

3.5 Cytoskeleton Modifies of A2780 Cells and Ovarian Cancer Stem Cells.

The dynamic changes of filament actin (F-actin) can affect the motility and stiffness of cells to some extent [28]. Therefore, it is worth studying whether LIUS could affect F-actin and produce a corresponding biomechanical response to A2780 cells and OCSCs. The FITC-conjugated phalloidin was chosen to stain the F-actin and observing the formation of F-actin by confocal microscopy. We found that the intensity of the fluorescence of FITC-phalloidin gradually decreased in A2780 cells when the ultrasound intensity was 0.6, 1.0, and 1.4 W/cm2, respectively (Fig. 5(a)). However, LIUS intervention increased the intensity of the FITC-phalloidin in OCSCs (Fig. 5(b)).

Fig. 5
Alteration of cytoskeleton organization after LIUS exposure. The images of Phalloidin labeled F-actin and the cell nucleus were staining by 4,6-diamidino-2-phenylindole. (a) A2780 cells and (b) OCSCs. Scale bars = 100 μm.
Fig. 5
Alteration of cytoskeleton organization after LIUS exposure. The images of Phalloidin labeled F-actin and the cell nucleus were staining by 4,6-diamidino-2-phenylindole. (a) A2780 cells and (b) OCSCs. Scale bars = 100 μm.
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3.6 Cell Stiffness of Ovarian Cancer Stem Cells and A2780 Cells.

Young's modulus is proportional to cell stiffness, so we utilized Young's modulus as the criterion to evaluate the variation of cell stiffness. After LIUS exposure, there was a significant difference in cell stiffness between A2780 cells and OCSCs. With the increase of ultrasound intensity, the stiffness of A2780 cells decreased in an ultrasound intensity-dependent manner, while the stiffness of OCSCs increased (Table 4). Furthermore, when ultrasound intensity was above 0.6 W/cm2, the OCSCs were stiffer than A2780 cells. For example, the Young's modulus of OCSCs was higher by 1.76-fold than that of A2780 cells with 1.4 W/cm2 ultrasound (Fig. 6).

Fig. 6
Relative quantification of cell stiffness of A2780 cells and OCSCs by Young's modulus. The changes of cell stiffness were measured by atomic force microscopy and Young's modulus was analyzed by nanoscope_analysis software. Data are expressed as the mean ± SD; *p < 0.05 and ***p < 0.001.
Fig. 6
Relative quantification of cell stiffness of A2780 cells and OCSCs by Young's modulus. The changes of cell stiffness were measured by atomic force microscopy and Young's modulus was analyzed by nanoscope_analysis software. Data are expressed as the mean ± SD; *p < 0.05 and ***p < 0.001.
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Table 4

Changes of Young's Modulus between A2780 cells and OCSCs under LIUS exposure

Cell typeIntensity (W/cm2)Young's modulus (KPa)SD (KPa)
0.62.110.380
A2780 cells1.01.920.428
1.41.770.134
0.61.920.147
OCSCs1.02.120.255
1.42.860.415
Cell typeIntensity (W/cm2)Young's modulus (KPa)SD (KPa)
0.62.110.380
A2780 cells1.01.920.428
1.41.770.134
0.61.920.147
OCSCs1.02.120.255
1.42.860.415

4 Discussion

In this paper, we focused on illustrated whether LIUS could affect the drug resistance and migration of CSCs, and to analyze the relationships between LIUS and CSCs from the perspective of biomechanical properties. Previous researches had demonstrated that LIUS could enhance drug delivery and promote stem cell regulation [29,30]. In addition, there were also reports showed that some mechanical forces could affect the behavior and function of CSCs by changing the biomechanical properties [31]. These results prompted us to confirm the influences of LIUS in CSCs. In our study, we found that the OCSCs had higher survival rates than that of A2780 cell after ultrasound exposure (Fig. 2(a)), which illustrated that LIUS could cause less lethal effects for OCSCs. However, the percentages of dead OCSCs increased more significantly than A2780 cells when LIUS combined with chemotherapy drug (Fig. 2(b)). As we all know, the CSCs usually had higher drug resistance than normal cancer cells due to the drug resistant genes and transporters overexpression [32]. The LIUS may lead to these associated genes and proteins had low expression in OCSCs, which made OCSCs more sensitive to chemotherapeutic drugs than A2780 cells. Moreover, we also found that the number of migratory OCSCs were gradually reducing with an ultrasound intensity increased (Fig. 3(b)). Although, the cells vitality could be affected under LIUS exposure, under the same exposure conditions of LIUS, the cells vitality of OCSCs was higher than that of A2780 cells, the amounts of OCSCs migration were less than A2780 cells. These results were consistent with previously reports [33,34]. We speculated that the abilities of drug resistance and migration of cancer cells were mainly focused on CSCs (Table 2). Hence, we compared the changes in biomechanical properties between A2780 cells and OCSCs after LIUS exposure to provide more information for the reversal of “stem” phenotype in CSCs.

Table 2

Summarizing the standard deviation of cell migration between A2780 cells and OCSCs under LIUS exposure

Cell typeIntensity (W/cm2)SD (pcs)
0290.434
0.6292.475
A2780 cells1.0294.370
1.4250.466
0163.120
0.6263.778
OCSCs1.0451.603
1.4189.177
Cell typeIntensity (W/cm2)SD (pcs)
0290.434
0.6292.475
A2780 cells1.0294.370
1.4250.466
0163.120
0.6263.778
OCSCs1.0451.603
1.4189.177

Cell membrane is often regarded as the first barrier against various harmful stimuli and becomes an important target for ultrasound-induced action [35]. Cell membrane structure and function changes can affect drug penetration and cells migration [36,37]. Thus, exploring the relationships between LIUS and cell membrane may provide important information regarding the changes of drug resistance and migration of CSCs. In this study, when the ultrasound intensity was 1.0 W/cm2 or 1.4 W/cm2, it could be clearly observed that the cell membrane morphology of OCSCs was obviously shrunken, rough and pores compared to A2780 cells (Fig. 4). Jia et al. putted forward that the LIUS could improve drug uptake of cells and the membrane fluidity change was considered the main reason for this change. However, Guo et al. found that ultrasound could not only enhance the fluidity of cell membrane, but also reduce the expression level of ABCG2, which could decrease the drug dosage and significantly promote the stem-cell-like features changes of CSCs [38]. Meanwhile, some studies had shown that cell morphology could decide mesenchymal stem cells fate [39]. McBeath et al. used tensional forces to alter stem cell morphology, which could drive signaling cascades and lead to specific gene expression to affect differentiation [40]. But Li et al. considered that cell morphology damage would destruct the homeostasis of actin cytoskeleton, which resulted in the events adjustment, including metastasis, motility and differentiation [41]. It can be seen that the change of cell morphology may be a signal of differentiation of CSCs, which would promote us to further study.

Damage of the plasma membrane and cell morphology changes both can lead to adjustment of the cytoskeleton [42]. As an internal polymer to coordinate the cell and external environment, the cytoskeleton can change the cell shape and behavior characteristics [43]. F-actin is the main component of cytoskeleton, which can be isolated and recombined under external stimulation to reflect the mechanical properties of cells [44,45]. Some studies had pointed that the cytoskeleton could receive external signals of mechanical stimulation that accomplish complex behaviors such as lamellipodia formation, and migration [46]. Further, some key regulators such as RhoA, which is mainly involved in the remodeling of cytoskeleton and regulating cell stiffness and adhesion mechanisms to regulate cell migration [47]. In our study, we found that F-actin formation of OCSCs demonstrated a more significant increase compared to A2780 cells. With the ultrasound intensity increasing, the F-actin content of A2780 cells was reducing, while OCSCs showed the opposite result. (Fig. 5). Sun et al. obtained similar conclusion of salinomycin could increase the cytoskeleton formation in CSCs to suppress invasion [48].

Stiffness is an important mechanical feature to reflect the motility of cells, which is mainly determined by the cytoskeleton [49]. Basing on the current evidences, it is generally believed that cells with higher malignant degree are essentially softer than that have lower malignant degree [50], due to being soft is conducive to deformation and may increase the ability of migration. In our study, we observed that the A2780 cells had higher cell stiffness than OCSCs when the ultrasound intensity was 0.6 W/cm2. However, the OCSCs stiffness got a rapidly promotion and exceeded that of A2780 cells after 1.0 and 1.4 W/cm2 ultrasound exposure (Fig. 6). We considered that the change of cell stiffness may require appropriate ultrasound energy to affect them. For example, the “low” frequency ultrasound is more likely to formulate cavitational effects in cells due to the linear resonant, and the “medium” frequency ultrasound can lead to stronger thermal effects [51,52]. These ultrasonic effects can lead to different bio-effects in cells. Moreover, the changes of cytoskeleton and cell stiffness was not completely consistent. Some researches pointed that the category of actin filament and their particular organizations were identified as key factors of cell stiffness [53]. But the F-actin was often the focus when evaluating cell stiffness, and the spatial structure of cells was easy to be ignored. In brief, these results illustrated that LIUS could reduce the migration of CSCs by increasing the F-actin formation and cell stiffness in some extent. Furthermore, the different types of cells often showing different biosensitivity in same physical stimulus [54]. Mittelstein et al. demonstrated that LIUS could result in the cytoskeletal disruption, expression of apoptosis-related protein and the decrease of Young's modulus in some cancer cells, while the healthy cells still had a high Young's modulus [55]. Similar results were proved for cell stiffness and apoptosis when the mechanical stress of LIUS effect on the A2780 cells and OCSCs. Thus, it could be seen that the different changes of cell stiffness could be caused by nonmechanical stress and mechanical stress induced apoptosis.

Taken together, these studies revealed the regulatory role of biomechanics response in CSCs to LIUS and demonstrated that LIUS could promote the differentiation of CSCs to reduce drug resistance and migration due to the alteration of cell morphology, some intracellular regulators be activated to promote cytoskeleton formation and increase membrane stiffness. These founds had important implications in the utilization of LIUS in cancer research and therapy.

Acknowledgment

This work was supported by the National Key R&D Program of China (No. 2019YFE0110400), the National Natural Science Foundation of China (Nos. 81971621 and 82102087), the Key R&D Program of Hunan Province (No. 2021SK2035), and the Natural Science Foundation of Guangdong Province (Nos. 2021A1515011177, 2020A1515110628, and 2019A1515012212).

Funding Data

  • National Key R&D Program of China (No. 2019YFE0110400; Funder ID: 10.13039/501100012166).

  • National Natural Science Foundation of China (Nos. 81971621 and 82102087; Funder ID: 10.13039/501100001809).

  • Key R&D Program of Hunan Province (No. 2021SK2035; Funder ID: 10.13039/501100002767).

  • Natural Science Foundation of Guangdong Province (Nos. 2021A1515011177, 2020A1515110628, and 2019A1515012212; Funder ID: 10.13039/501100003453).

Data Availability Statement

The authors attest that all data for this study are included in the paper. Data provided by a third party listed in Acknowledgements.

References

1.
Zaimy
,
M. A.
,
Saffarzadeh
,
N.
,
Mohammadi
,
A.
,
Pourghadamyari
,
H.
,
Izadi
,
P.
,
Sarli
,
A.
,
Moghaddam
,
L. K.
,
Paschepari
,
S. R.
,
Azizi
,
H.
,
Torkamandi
,
S.
, and
Tavakkoly-Bazzaz
,
J.
,
2017
, “
New Methods in the Diagnosis of Cancer and Gene Therapy of Cancer Based on Nanoparticles
,”
Cancer Gene Ther.
,
24
(
6
), pp.
233
243
.10.1038/cgt.2017.16
2.
Ning
,
Y. X.
,
Cui
,
Y. H.
,
Li
,
X.
,
Cao
,
X. C.
,
Chen
,
A.
,
Xu
,
C.
,
Cao
,
J. G.
, and
Luo
,
X.
,
2018
, “
Co-Culture of Ovarian Cancer Stem-Like Cells With Macrophages Induced SKOV3 Cells Stemness Via IL-8/STAT3 Signaling
,”
Biomed. Pharmacother.
,
103
, pp.
262
271
.10.1016/j.biopha.2018.04.02
3.
Ishiguro
,
T.
,
Ohata
,
H.
,
Sato
,
A.
,
Yamawaki
,
K.
,
Enomoto
,
T.
, and
Okamoto
,
K.
,
2017
, “
Tumor-Derived Spheroids: Relevance to Cancer Stem Cells and Clinical Applications
,”
Cancer Sci.
,
108
(
3
), pp.
283
289
.10.1111/cas.13155
4.
Huang
,
T. Z.
,
Song
,
X.
,
Xu
,
D. D.
,
Tiek
,
D.
,
Goenka
,
A.
,
Wu
,
B. L.
,
Sastry
,
N.
,
Hu
,
B.
, and
Cheng
,
S.
,
2020
, “
Stem Cell Programs in Cancer Initiation, Progression, and Therapy Resistance
,”
Theranostics
,
10
(
19
), pp.
8721
8743
.10.7150/thno.41648
5.
Babahosseini
,
H.
,
Ketene
,
A. N.
,
Schmelz
,
E. M.
,
Roberts
,
P. C.
, and
Agah
,
M.
,
2014
, “
Biomechanical Profile of Cancer Stem-Like/Tumor-Initiating Cells Derived From a Progressive Ovarian Cancer Model
,”
Nanomed.: Nanotechnol., Biol. Med.
,
10
(
5
), pp.
e1013
e1019
.10.1016/j.nano.2013.12.009
6.
Zhu
,
Q. Y.
,
Shen
,
Y. Y.
,
Chen
,
X. G.
,
He
,
J.
,
Liu
,
J. H.
, and
Zu
,
X. Y.
,
2020
, “
Self-Renewal Signalling Pathway Inhibitors: Perspectives on Therapeutic Approaches for Cancer Stem Cells
,”
OncoTargets Ther.
,
13
, pp.
525
540
.10.2147/OTT.S224465
7.
Rivas
,
S.
,
Gómez-Oro
,
C.
,
Antón
,
I. M.
, and
Wandosell
,
F.
,
2018
, “
Role of Akt Isoforms Controlling Cancer Stem Cell Survival, Phenotype and Self-Renewal
,”
Biomedicines
,
6
(
1
), p.
29
.10.3390/biomedicines6010029
8.
Clara
,
J. A.
,
Monge
,
C.
,
Yang
,
Y. Z.
, and
Takebe
,
N.
,
2020
, “
Targeting Signalling Pathways and the Immune Microenvironment of Cancer Stem Cells - A Clinical Update
,”
Nat. Rev. Clin. Oncol.
,
17
(
4
), pp.
204
232
.10.1038/s41571-019-0293-2
9.
Park
,
S. J.
,
Kim
,
J. G.
,
Kim
,
N. D.
,
Yang
,
K.
,
Shim
,
J. W.
, and
Heo
,
K.
,
2016
, “
TGF-β1 and Hypoxia Promote Breast Cancer Stemness and EMT-Mediated Breast Cancer Migration
,”
Oncol. Lett.
,
11
(
3
), pp.
1895
1902
.10.3892/ol.2016.4115
10.
Chen
,
W. Q.
,
Allen
,
S. G.
,
Qian
,
W. Y.
,
Peng
,
Z. F.
,
Han
,
S.
,
Li
,
X.
,
Sun
,
Y. B.
, et al.,
2019
, “
Biophysical Phenotyping and Modulation of ALDH+ Inflammatory Breast Cancer Stem-Like Cells
,”
Small
,
15
(
5
), p.
e1802891
.10.1002/smll.201802891
11.
Mojena-Medina
,
D.
,
Martínez-Hernández
,
M.
,
Fuente
,
M. D. L.
,
García-Isla
,
G.
,
Posada
,
J.
,
Jorcano
,
J. L.
, and
Acedo
,
P.
,
2020
, “
Design, Implementation, and Validation of a Piezoelectric Device to Study the Effects of Dynamic Mechanical Stimulation on Cell Proliferation, Migration and Morphology
,”
Sensors (Basel)
,
20
(
7
), p.
2155
.10.3390/s20072155
12.
Rahmani
,
A.
,
Nadri
,
S.
,
Kazemi
,
H. S.
,
Mortazavi
,
Y.
, and
Sojoodi
,
M.
,
2019
, “
Conductive Electrospun Scaffolds With Electrical Stimulation for Neural Differentiation of Conjunctiva Mesenchymal Stem Cells
,”
Artif. Organs
,
43
(
8
), pp.
780
790
.10.1111/aor.13425
13.
Sun
,
J. H.
,
Luo
,
Q.
,
Liu
,
L. L.
, and
Song
,
G.
,
2018
, “
Low-Level Shear Stress Promotes Migration of Liver Cancer Stem Cells Via the FAK-ERK1/2 Signalling Pathway
,”
Cancer Lett.
,
427
, pp.
1
8
.10.1016/j.canlet.2018.04.015
14.
Mohammadalipour
,
A.
,
Burdick
,
M. M.
, and
Tees
,
D. F. J.
,
2018
, “
Deformability of Breast Cancer Cells in Correlation With Surface Markers and Cell Rolling
,”
FASEB J.
,
32
(
4
), pp.
1806
1817
.10.1096/fj.201700762R
15.
Tung
,
C.
,
Han
,
M. S.
,
Kim
,
Y.
,
Qi
,
J. J.
, and
O'Neill
,
B. E.
,
2017
, “
Tumor Ablation Using Low-Intensity Ultrasound and Sound Excitable Drug
,”
J. Control Release
,
258
, pp.
67
72
.10.1016/j.jconrel.2017.05.009
16.
Huang
,
P. T.
,
2020
, “
An Integrated Approach to Ultrasound Imaging in Medicine and Biology
,”
BIO Intergration
,
1
(
3
), pp.
105
109
.10.15212/bioi-2020-0036
17.
X.
,
Chen
,
R. S.
,
Leow
,
Y. X.
,
Hu
,
J. M. F.
,
Wan
., and
A. C. H.
,
Yu
,
2014
, “
Single-Site Sonoporation Disrupts Actin Cytoskeleton Organization
,”
J. R. Soc. Interface
,
11
(
95
), p.
20140071
.10.1098/rsif.2014.0071
18.
Wang
,
P.
,
Li
,
Y. X.
,
Wang
,
X. B.
,
Guo
,
L.
,
Su
,
X. M.
, and
Liu
,
Q. H.
,
2012
, “
Membrane Damage Effect of Continuous Wave Ultrasound on K562 Human Leukemia Cells
,”
J. Ultrasound Med.
,
31
(
12
), pp.
1977
1986
.10.7863/jum.2012.31.12.1977
19.
Chowdhury
,
S. M.
,
Lee
,
T.
, and
Willmann
,
J. K.
,
2017
, “
Ultrasound-Guided Drug Delivery in Cancer
,”
Ultrasonography
,
36
(
3
), pp.
171
184
.10.14366/usg.17021
20.
Tardoski
,
S.
,
Gineyts
,
E.
,
Ngo
,
J.
,
Kocot
,
A.
,
Clézardin
,
P.
, and
Melodelima
,
D.
,
2015
, “
Low-Intensity Ultrasound Promotes Clathrin-Dependent Endocytosis for Drug Penetration Into Tumor Cells
,”
Ultrasound Med. Biol.
,
41
(
10
), pp.
2740
2754
.10.1016/j.ultrasmedbio.2015.06.006
21.
Lentacker
,
I.
,
Cock
,
I. D.
,
Deckers
,
R.
,
Smedt
,
S. C. D.
, and
Moonen
,
C. T. W.
,
2014
, “
Understanding Ultrasound Induced Sonoporation: Definitions and Underlying Mechanisms
,”
Adv. Drug Deliv. Rev.
,
72
, pp.
49
64
.10.1016/j.addr.2013.11.008
22.
Wang
,
X. B.
,
Liu
,
Q. H.
,
Wang
,
P.
,
Wang
,
Z. Z.
,
Tong
,
W. Y.
,
Zhu
,
B.
,
Wang
,
Y.
, and
Li
,
C. D.
,
2009
, “
Comparisons Among Sensitivities of Different Tumor Cells to Focused Ultrasound In Vitro
,”
Ultrasonics
,
49
(
6–7
), pp.
558
564
.10.1016/j.ultras.2009.02.002
23.
Liufu
,
C.
,
Li
,
Y.
,
Lin
,
Y.
,
Yu
,
J. S.
,
Du
,
M.
,
Chen
,
Y. H.
,
Yang
,
Y. Z.
,
Gong
,
X. J.
, and
Chen
,
Z. Y.
,
2020
, “
Synergistic Ultrasonic Biophysical Effect-Responsive Nanoparticles for Enhanced Gene Delivery to Ovarian Cancer Stem Cells
,”
Drug Deliv.
,
27
(
1
), pp.
1018
1033
.10.1080/10717544.2020.1785583
24.
Liufu
,
C.
,
Li
,
Y.
,
Tu
,
J. W.
,
Zhang
,
H.
,
Yu
,
J. S.
,
Wang
,
Y.
,
Huang
,
P. T.
, and
Chen
,
Z. Y.
,
2019
, “
Echogenic PEGylated PEI-Loaded Microbubble as Efficient Gene Delivery System
,”
Int. J. Nanomed.
,
14
(
14
), pp.
8923
8941
.10.2147/IJN.S217338
25.
Zhang
,
H.
,
Li
,
Y.
,
Rao
,
F.
,
Liufu
,
C.
,
Wang
,
Y.
, and
Chen
,
Z. Y.
,
2020
, “
A Novel UTMD System Facilitating Nucleic Acid Delivery Into MDA-MB-231 Cells
,”
Biosci. Rep.
,
40
(
2
), Article No. BSR20192573.10.1042/BSR20192573
26.
Yang
,
C. P.
,
Li
,
B. C.
,
Yu
,
J. S.
,
Yang
,
F.
,
Cai
,
K.
, and
Chen
,
Z. Y.
,
2018
, “
Ultrasound Microbubbles Mediated miR-Let-7b Delivery Into CD133 + Ovarian Cancer Stem Cells
,”
Biosci. Rep.
,
38
(
5
), Article No. BSR20180922.10.1042/BSR20180922
27.
Mcneil
,
P. L.
,
1989
, “
Incorporation of Macromolecules Into Living Cells
,”
Methods Cell Biol.
,
29
, pp.
153
173
.10.1016/s0091-679x(08)60193-4
28.
Kunschmann
,
T.
,
Puder
,
S.
,
Fischer
,
T.
,
Steffen
,
A.
,
Rottner
,
K.
, and
Mierke
,
C. T.
,
2019
, “
The Small GTPase Rac1 Increases Cell Surface Stiffness and Enhances 3D Migration Into Extracellular Matrices
,”
Sci Rep.
,
9
(
1
), p.
7675
.10.1038/s41598-019-43975-0
29.
Gong
,
Y. P.
,
Wang
,
Z. G.
,
Dong
,
G. F.
,
Sun
,
Y.
,
Wang
,
X.
,
Rong
,
Y.
,
Li
,
M. P.
,
Wang
,
D.
, and
Ran
,
H. T.
,
2016
, “
Low-Intensity Focused Ultrasound Mediated Localized Drug Delivery for Liver Tumors in Rabbits
,”
Drug Deliv.
,
23
(
7
), pp.
2280
2289
.10.3109/10717544.2014.972528
30.
Lucchetti
,
D.
,
Perelli
,
L.
,
Colella
,
F.
,
Ricciardi-Tenore
,
C.
,
Scoarughi
,
G. L.
,
Barbato
,
G.
,
Boninsegna
,
A.
,
Maria
,
R. D.
, and
Sgambato
,
A.
,
2020
, “
Low-Intensity Pulsed Ultrasound Affects Growth, Differentiation, Migration, and Epithelial-to-Mesenchymal Transition of Colorectal Cancer Cells
,”
J. Cell Physiol.
,
235
(
6
), pp.
5363
5377
.10.1002/jcp.29423
31.
Tatapudy
,
S.
,
Aloisio
,
F.
,
Barber
,
D.
, and
Nystul
,
T.
,
2017
, “
Cell Fate Decisions: Emerging Roles for Metabolic Signals and Cell Morphology
,”
EMBO Rep.
,
18
(
12
), pp.
2105
2118
.10.15252/embr.201744816
32.
Butti
,
R.
,
Gunasekaran
,
V. P.
,
Kumar
,
T. V.
,
Banerjee
,
P.
, and
Kundu
,
G. C.
,
2019
, “
Breast Cancer Stem Cells: Biology and Therapeutic Implications
,”
Int. J. Biochem. Cell. Biol.
,
107
, pp.
38
52
.10.1016/j.biocel.2018.12.001
33.
Lee
,
I. C.
,
Fadera
,
S.
, and
Liu
,
H. L.
,
2019
, “
Strategy of Differentiation Therapy: Effect of Dualfrequency Ultrasound on the Induction of Liver Cancer Stem-Like Cells on a HA-Based Multilayer Film System
,”
J. Mater. Chem. B
,
7
(
35
), pp.
5401
5411
.10.1039/C9TB01120J
34.
Gong
,
T.
,
Zhang
,
P. H.
,
Jia
,
L.
, and
Pan
,
Y. Y.
,
2020
, “
Suppression of Ovarian Cancer by Low-Intensity Ultrasound Through Depletion of IL-6/STAT3 Inflammatory Pathway-Maintained Cancer Stemness
,”
Biochem. Biophys. Res. Commun
,
526
(
3
), pp.
820
826
.10.1016/j.bbrc.2020.03.136
35.
Zhang
,
R. S.
,
Qin
,
X. F.
,
Kong
,
F. D.
,
Chen
,
P. W.
, and
Pan
,
G. J.
,
2019
, “
Improving Cellular Uptake of Therapeutic Entities Through Interaction With Components of Cell Membrane
,”
Drug Deliv.
,
26
(
1
), pp.
328
342
.10.1080/10717544.2019.1582730
36.
Moshfegh
,
A.
,
Jacobson
,
S. H.
,
Halldén
,
G.
,
Thylén
,
P.
, and
Lundahl
,
J.
,
2002
, “
Impact of Hemodialysis Membrane and Permeability on Neutrophil Transmigration In Vitro
,”
Nephron
,
91
(
4
), pp.
659
665
.10.1159/000065028
37.
Peetla
,
C.
,
Vijayaraghavalu
,
S.
, and
Labhasetwar
,
V.
,
2013
, “
Biophysics of Cell Membrane Lipids in Cancer Drug Resistance: Implications for Drug Transport and Drug Delivery With Nanoparticles
,”
Adv. Drug Deliv. Rev.
,
65
(
13–14
), pp.
1686
1698
.10.1016/j.addr.2013.09.004
38.
Guo
,
L. J.
,
Zheng
,
P. F.
,
Fan
,
H. J.
,
Wang
,
H. Y.
,
Xu
,
W. Z.
, and
Zhou
,
W. Y.
,
2017
, “
Ultrasound Reverses Chemo-Resistance in Breast Cancer Stem Cell-Like Cells by Altering ABCG2 Expression
,”
Biosci. Rep.
,
37
(
6
), Article No. BSR20171137.10.1042/BSR20171137
39.
Yeh
,
Y. T.
,
Wei
,
J.
,
Thorossian
,
S.
,
Nguyen
,
K.
,
Hoffman
,
C.
,
Álamo
,
J. C. D.
,
Serrano
,
R.
,
Li
,
Y. S. J.
,
Wang
,
K. C.
, and
Chien
,
S.
,
2019
, “
MiR-145 Mediates Cell Morphology-Regulated Mesenchymal Stem Cell Differentiation to Smooth Muscle Cells
,”
Biomaterials
,
204
, pp.
59
69
.10.1016/j.biomaterials.2019.03.003
40.
McBeath
,
R.
,
Pirone
,
D. M.
,
Nelson
,
C. M.
,
Bhadriraju
,
K.
, and
Chen
,
C. S.
,
2004
, “
Cell Shape, Cytoskeletal Tension, and RhoA Regulate Stem Cell Lineage Commitment
,”
Dev. Cell
,
6
(
4
), pp.
483
495
.10.1016/S1534-5807(04)00075-9
41.
Li
,
Y. X.
,
Wang
,
P.
,
Chen
,
X. Y.
,
Hu
,
J. M.
,
Liu
,
Y. C.
,
Wang
,
X. B.
, and
Liu
,
Q. H.
,
2016
, “
Activation of Microbubbles by Low-Intensity Pulsed Ultrasound Enhances the Cytotoxicity of Curcumin Involving in Cell Motility Inhibition and Apoptosis in Human Breast Cancer MDA-MB-231 Cells
,”
Ultrason. Sonochem.
,
33
, pp.
26
36
.10.1016/j.ultsonch.2016.04.012
42.
Pi
,
J.
,
Yang
,
F.
,
Jin
,
H.
,
Huang
,
X.
,
Liu
,
R. Y.
,
Yang
,
P. H.
, and
Cai
,
J. Y.
,
2013
, “
Selenium Nanoparticles Induced Membrane Bio-Mechanical Property Changes in MCF-7 Cells by Disturbing Membrane Molecules and F-Actin
,”
Bioorg. Med. Chem. Lett.
,
23
(
23
), pp.
6296
6303
.10.1016/j.bmcl.2013.09.078
43.
Fletcher
,
D. A.
, and
Mullins
,
R. D.
,
2010
, “
Cell Mechanics and the Cytoskeleton
,”
Nature
,
463
(
7280
), pp.
485
492
.10.1038/nature08908
44.
Rückerl
,
F.
,
Lenz
,
M.
,
Betz
,
T.
,
Manzi
,
J.
,
Martiel
,
J. L.
,
Safouane
,
M.
,
Paterski-Boujemaa
,
R.
, et al.,
2017
, “
Adaptive Response of Actin Bundles Under Mechanical Stress
,”
Biophys. J.
,
113
(
5
), pp.
1072
1079
.10.1016/j.bpj.2017.07.017
45.
Shi
,
X. M.
,
Fan
,
C. Y.
, and
Jiu
,
Y. M.
,
2020
, “
Unidirectional Regulation of Vimentin Intermediate Filaments to Caveolin-1
,”
Int. J. Mol. Sci.
,
21
(
20
), p.
7436
.10.3390/ijms21207436
46.
Fife
,
C. M.
,
McCarroll
,
J. A.
, and
Kavallaris
,
M.
,
2014
, “
Movers and Shakers: Cell Cytoskeleton in Cancer Metastasis
,”
Br. J. Pharmacol.
,
171
(
24
), pp.
5507
5523
.10.1111/bph.12704
47.
Mokady
,
D.
, and
Meiri
,
D.
,
2015
, “
RhoGTPases-a Novel Link Between Cytoskeleton Organization Andcisplatin resistanceDaphna
,”
Drug Resist. Updates
,
19
, pp.
22
32
.10.1016/j.drup.2015.01.001
48.
Sun
,
J. H.
,
Luo
,
Q.
,
Liu
,
L. L.
,
Yang
,
X. J.
,
Zhu
,
S. Q.
, and
Song
,
G. B.
,
2017
, “
Salinomycin Attenuates Liver Cancer Stem Cell Motility by Enhancing Cell Stiffness and Increasing F-Actin Formation Via the FAK-ERK1/2 Signalling Pathway
,”
Toxicology
,
384
, pp.
1
10
.10.1016/j.tox.2017.04.006
49.
Higgins
,
G.
,
Peres
,
J.
,
Abdalrahman
,
T.
,
Zaman
,
M. H.
,
Lang
,
D. M.
,
Prince
,
S.
, and
Franz
,
T.
,
2020
, “
Cytoskeletal Tubulin Competes With Actin to Increase Deformability of Metastatic Melanoma Cells
,”
Exp. Cell Res.
,
394
(
2
), p.
112154
.10.1016/j.yexcr.2020.112154
50.
Haghparast
,
S. M. A.
,
Kihara
,
T.
,
Shimizu
,
Y.
,
Yuba
,
S.
, and
Miyake
,
J.
,
2013
, “
Actin-Based Biomechanical Features of Suspended Normal and Cancer Cells
,”
J. Biosci. Bioeng.
,
116
(
3
), pp.
380
385
.10.1016/j.jbiosc.2013.03.003
51.
Yu
,
T. H.
,
Wang
,
Z. B.
, and
Mason
,
T. J.
,
2004
, “
A Review of Research Into the Uses of Low Level Ultrasound in Cancer Therapy
,”
Ultrason. Sonochem.
,
11
(
2
), pp.
95
103
.10.1016/S1350-4177(03)00157-3
52.
Ahmadi
,
F.
,
McLoughlin
,
I. V.
,
Chauhan
,
S.
, and
ter-Haar
,
G.
,
2012
, “
Bio-Effects and Safety of Low-Intensity, Low-Frequency Ultrasonic Exposure
,”
Prog. Biophys. Mol. Biol.
,
108
(
3
), pp.
119
138
.10.1016/j.pbiomolbio.2012.01.004
53.
Luo
,
Q.
,
Kuang
,
D. D.
,
Zhang
,
B. Y.
, and
Song
,
G. B.
,
2016
, “
Cell Stiffness Determined by Atomic Force Microscopy and Its Correlation With Cell Motility
,”
Biochim. Biophys. Acta
,
1860
(
9
), pp.
1953
1960
.10.1016/j.bbagen.2016.06.010
54.
Bergman
,
E.
,
Goldbart
,
R.
,
Traitel
,
T.
,
Amar-Lewis
,
E.
,
Zorea
,
J.
,
Yegodayev
,
K.
,
Alon
,
I.
, et al.,
2021
, “
Cell Stiffness Predicts Cancer Cell Sensitivity to Ultrasound as a Selective Superficial Cancer Therapy
,”
Bioeng. Transl. Med.
,
6
(
3
), p.
e10226
.10.1002/btm2.10226
55.
Mittelstein
,
D. R.
,
Ye
,
J.
,
Schibber
,
E. F.
,
Roychoudhury
,
A.
,
Martinez
,
L. T.
,
Fekrazad
,
M. H.
,
Ortiz
,
M.
, et al.,
2020
, “
Selective Ablation of Cancer Cells With Low Intensity Pulsed Ultrasound
,”
Appl. Phys Lett.
,
116
(
1
), p.
013701
.10.1063/1.5128627