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Molecular Medicine Reports logoLink to Molecular Medicine Reports
. 2020 Jun 18;22(3):1932–1948. doi: 10.3892/mmr.2020.11259

Circulating extracellular vesicles from patients with breast cancer enhance migration and invasion via a Src-dependent pathway in MDA-MB-231 breast cancer cells

Javier Ramírez-Ricardo 1, Elizabeth Leal-Orta 1, Elia Martínez-Baeza 1, Carlos Ortiz-Mendoza 2, Fernando Breton-Mora 3, Analy Herrera-Torres 4, Irma Elizalde-Acosta 4, Pedro Cortes-Reynosa 1, Rocio Thompson-Bonilla 4, Eduardo Perez Salazar 1,
PMCID: PMC7411406  PMID: 32582965

Abstract

Triple negative breast cancer (TNBC) is a breast cancer subtype associated with high rates of metastasis, heterogeneity, drug resistance and a poor prognosis. Extracellular vesicles (EVs) are vesicles of endosomal and plasma membrane origin, and are secreted by healthy and cancer cells. In cancer, EVs contribute to tumor progression by mediating escape from the immune system surveillance, and are involved in extracellular matrix degradation, invasion, angiogenesis, migration and metastasis. Furthermore, EVs have been identified in several human fluids. However, the role of EVs from patients with breast cancer in the migration and invasion of human breast cancer cells is not fully understood. The present study investigated whether EVs isolated from Mexican patients with breast cancer can induce cellular processes related to invasion in breast cancer. Moreover, plasma fractions enriched in EVs and deprived of platelet-derived EVs obtained from blood samples of 32 Mexican patients with biopsy-diagnosed breast cancer at different clinical stages who had not received treatment were analyzed. Furthermore, one control group was included, which consisted of 20 Mexican healthy females. The present results demonstrated that EVs from women with breast cancer promote migration and invasion, and increase matrix metalloproteinase (MMP)-2 and MMP-9 secretion in TNBC MDA-MB-231 cells. In addition, it was found that EVs from patients with breast cancer induced Src and focal adhesion kinase activation, and focal adhesions assembly with an increase in focal adhesions number, while the migration and invasion was dependent on Src activity. Collectively, EVs from Mexican patients with breast cancer induce migration and invasion via a Src-dependent pathway in TNBC MDA-MB-231 cells.

Keywords: extracellular vesicles, breast cancer, migration, invasion, focal adhesion kinase, Src, MDA-MB-231

Introduction

Breast cancer is the most common type of cancer in women worldwide, and is the second leading cause of cancer-associated mortality (13). Triple negative breast cancer (TNBC) is a breast cancer subtype associated with high rates of metastasis, heterogeneity, drug resistance and a poor prognosis. The absence of estrogen and progesterone receptors, and low expression of Her-2/neu characterizes TNBC. Moreover, the incidence of TNBC is continuously increasing in young women (46).

Extracellular vesicles (EVs) are vesicles derived from membranes that are secreted by healthy and cancer cells, and mediate a variety of biological functions. EVs are classified into two groups according to their origin and size: Exosomes (30–100 nm) and microvesicles (100-1,000 nm) (7). Exosomes are a homogeneous group of vesicles that originate from multivesicular bodies, while microvesicles are a heterogeneous population derived from the plasma membrane during membrane blebbing (8). Furthermore, EVs derived from tumor cells express phosphatidylserine (PS) on their membrane surfaces, and these EVs express higher levels of PS compared with EVs from healthy cells (911). Therefore, the quantification of PS in tumor-derived EVs is proposed as a biomarker of tumor progression (12,13).

In cancer, cells are able to transfer nucleic acids, chemokine receptors, growth factor receptors and functional transcription factors via the secretion and uptake of EVs (14). Moreover, cells associated with stroma and tumor cells release EVs that mediate a variety of processes related to cancer progression, including migration, invasion, angiogenesis, evasion of immune response, resistance to drugs and extracellular matrix (ECM) degradation (1416). EVs are present in human fluids, including lymph, urine, breast milk, saliva, amniotic fluid, blood and malignant ascites. In addition, in patients with gastric or breast cancer, the number of EVs circulating is higher compared with healthy controls, and these have been associated with poor prognosis (8,1719).

Matrix metalloproteinases (MMPs) are a family of proteases that are categorized into different types based on their substrate specificity and sequence characteristics (20,21). Furthermore, MMPs are endopeptidases, which are zinc-dependent and are able to degrade all ECM components. In cancer, MMPs participate in tumor progression by mediating expansion, angiogenesis and invasion via the basement membrane (BM) and interstitial matrices (20). Moreover, cancer progression is associated with upregulation and secretion of MMP-2 (gelatinase A) and MMP-9 (gelatinase B), as malignant tumors overexpress these MMPs, which degrade type IV collagen, which is the most abundant component of BM (20,22,23).

Focal adhesions are the structures on which integrin receptors mediate the adhesion between the actin cytoskeleton and ECM, which are important for a variety of cellular components, including scaffolding proteins, GTPases, phosphatases and kinases (24,25). Moreover, one component of focal adhesions is the focal adhesion kinase (FAK), which is a 125 kDa protein tyrosine kinase that is activated by a variety of agonists, including free fatty acids (2628). FAK has been implicated in the regulation of cell spreading, differentiation, proliferation, apoptosis, migration, invasion, survival and angiogenesis (2931). Furthermore, activation of FAK occurs via its autophosphorylation at tyrosine (Tyr)-397, which creates a binding site for the Src kinase and other downstream effectors. Moreover, FAK-Src complex formation is mediated via the Src Homology 2 (SH2) domain of Src and its formation leads to Src activation. Subsequently, Src phosphorylates FAK at Tyr-576 and Tyr-577, which are localized in the activation domain, and their phosphorylation induces maximal FAK kinase activity (31,32).

The present results demonstrated that EVs isolated from the plasma of Mexican women with breast cancer promoted MMP-2 and MMP-9 secretion, Src and FAK activation, assembly of focal adhesions, and the migration and invasion of TNBC MDA-MB-231 cells

Materials and methods

Materials

BD Matrigel™ was purchased from BD Biosciences. Hoechst dye was obtained from Santa Cruz Biotechnology, Inc. CellMask™ Orange plasma membrane stain was obtained from Invitrogen (Thermo Fisher Scientific, Inc.). Tetramethylrhodamine (TRITC)-conjugated phalloidin, mitomycin C, Annexin V and Triton™ X-100 were from Sigma-Aldrich (Merck KGaA). PP2 and PP3 were from Merck KGaA.

Cell culture

MDA-MB-231 and MCF-7 breast cancer cells were obtained from the American Type Culture Collection (ATCC) and cultured in DMEM (Gibco; Thermo Fisher Scientific, Inc.), with 5% FBS (ByProductos), 3.7 g/l sodium bicarbonate and antibiotics under a humidified atmosphere with 5% CO2 and 95% air at 37°C.

Human mammary non-tumorigenic epithelial cells (MCF12A) were obtained from ATCC and cultured in DMEM/F12 medium (Gibco; Thermo Fisher Scientific, Inc.) with 5% FBS, 0.5 µg/ml hydrocortisone (Sigma-Aldrich, Merck KGaA), 20 ng/ml epidermal growth factor (EGF; Sigma-Aldrich, Merck KGaA), 10 µg/ml insulin (Sigma-Aldrich, Merck KGaA) and antibiotics under a humidified atmosphere with 5% CO2 and 95% air at 37°C.

MDA-MB-231 and MCF-7 cells were serum-starved in DMEM for 24 h, and MCF12A cells were serum-starved in DMEM/F12 for 18 h before treatment with inhibitors and/or EVs.

Patients

The patients enrolled between August 2014 and December 2018 consisted of 32 unrelated women who resided in Mexico City (median age, 57.7 years; age range, 38–80 years) from the First October Regional Hospital-ISSSTE (Mexico) with biopsy-diagnosed breast cancer at clinical stages II and III, and without receiving therapy. The control group consisted of 20 healthy women (median age, 42.7 years; age range, 16–86 years) who did not have any family history of breast cancer. All study participants provided signed informed consent, and the protocol was approved by The Committee of Research, Ethics and Biosafety of the First October Regional Hospital-ISSSTE, and was conducted in accordance with the Declaration of Helsinki. The pathological and clinical information of patients with breast cancer is shown in Table I.

Table I.

Patient characteristics.

Characteristics Patients, n
Tumor type
  In situ ductal carcinoma 0
  In situ lobular carcinoma 0
  Invasive ductal carcinoma 32
Primary tumor size
  T1 1
  T2 20
  T3 8
  T4 3
Stage of breast cancer
  In situ 0
  I 0
  II 20
  III 12
  IV 0
Lymph node status
  Negative 0
  Positive 32
Estrogen receptor status
  Negative 11
  Positive 21
Her2/Neu status
  Negative 17
  Positive 15
Progesterone receptor status
  Negative 16
  Positive 16
Age, years
  Median 57.7
  Range 38-80

Preparation of human plasma and isolation of EVs

In total, 4 ml peripheral blood was collected into polypropylene tubes containing sodium citrate (Vacutainer System; BD Biosciences). Whole blood samples were centrifuged at 1,500 × g for 15 min at 4°C, and plasma samples were obtained. Isolation of EVs was performed as described previously (17). Then, one volume of 1 ml plasma was centrifuged at 3,000 × g for 30 min at 4°C to remove platelets. Plasma was obtained and centrifuged at 10,000 × g for 30 min at 4°C to remove apoptotic bodies and platelet EVs, and supernatants were aliquoted and frozen at −80°C until further analysis. Frozen samples were thawed on ice and centrifuged at 110,000 × g for 70 min at 4°C and pellets were reconstituted in PBS or DMEM (EV fractions). The absolute number of EVs was determined by flow cytometry using BD Trucount™ tubes (BD Biosciences) (18).

Transmission electron microscopy (TEM)

TEM of EV fractions was performed as described previously (33). EV fractions were adsorbed for 5 min on carbon-coated copper grids with mesh formvar (0.3%) at room temperature. The grids were stained for 30 sec at room temperature with 2% uranyl acetate solution and excess fluid was removed. Grids were air-dried and analyzed using a JEM-1400 TEM (JEOL, Ltd.), operated at 80 kV and coupled with a digital camera Veleta (Olympus SIS).

Nanoparticle tracking analysis (NTA)

NTA was used to assess the size distribution of EV fractions. EV fractions were diluted in 10 ml filtered PBS and analyzed with a NanoSight NS300 (Malvern Instruments, Ltd.), which was equipped with a 488 nm laser and a sCMOS camera. Then, three videos of each sample were captured at a duration of 60 sec and data were analyzed with NTA v3.0 software (Malvern Instruments, Ltd.).

Stimulation of MDA-MB-231 cells with EVs

Cultures of MDA-MB-231 cells (1.5×106 cells/dish) were serum-starved for 24 h, washed twice with PBS and then stimulated at different time periods with EV fractions (20,000 EVs/1.5×106 cells/experimental condition) from patients with breast cancer and healthy women. Scratch-wound assays were performed for 48 h; invasion assays for 72 h; proliferation assays for 48; and zymography assays for 3, 6, 9, 12 and 24 h.

Western blotting

Cells and EVs were solubilized in 0.1 ml of ice-cold RIPA buffer (50 mM HEPES pH 7.4, 150 mM NaCl, 1 mM EGT4, 1 mM sodium orthovanadate, 100 mM NaF, 10 mM sodium pyrophosphate, 10% glycerol, 1% Triton X-100, 1% sodium deoxycholate, 1.5 mM MgCl2, 0.1% SDS and 1 mM PMSF). Protein concentration of each sample was determined by using the Bradford protein assay (Bio-Rad Laboratories, Inc.). Equal amounts of protein (30 µg/lane) were separated by SDS-PAGE on a 10% gel and proteins were transferred to nitrocellulose membranes. Nitrocellulose membranes were blocked for 2 h with 5% non-fat dried milk in PBS (pH 7.2/0.1% Tween 20; wash buffer) at room temperature. The membranes were incubated with the following primary antibodies at 4°C overnight: Anti-Flotillin-2 (Flot-2) antibody (Ab; Mouse monoclonal; cat. no. 610383; 1:1,000; BD Biosciences), anti-CD9 Ab C-4 (Mouse monoclonal; cat. no. sc-13118; 1:300; Santa Cruz Biotechnology, Inc.), anti-FAK Ab D-1 (Mouse monoclonal; cat. no. sc-271126; 1:1,000; Santa Cruz Biotechnology, Inc.), anti-c-Src Ab 17AT28 (Mouse monoclonal; cat. no. sc-130124; 1:500; Santa Cruz Biotechnology, Inc.), anti-CD81 Ab EPR4244 (Rabbit monoclonal; cat. no. ab109201; 1:1,000; Abcam), anti-phosphorylated-specific Ab to Tyr-397 of FAK (anti-p-FAK Ab; Rabbit polyclonal; cat. no. 44-624G; IF 1:250; WB 1:1,000; Thermo Fisher Scientific, Inc.), anti-phosphorylated-specific Ab to Tyr-418 of Src (anti-p-Src Ab; rabbit polyclonal IgG; cat. no. AF2685; 1:1,000; R&D Systems, Inc.), anti-vinculin Ab (Rabbit polyclonal; cat. no. V4139; IF 1:250; WB 1:500; Sigma-Aldrich; Merck KGaA) and anti-actin Ab (Mouse polyclonal; 1:1,000) was provided by Dr Manuel Hernandez (Cinvestav-IPN). Subsequently, membranes were washed three times with wash buffer and incubated with horseradish peroxidase-conjugated secondary Ab (cat. nos. G21040 and G21234; 1:5,000; Thermo Fisher Scientific, Inc.) for 2 h at room temperature, and washed again with wash buffer three times. ECL detection reagent (cat. no. sc-2048; Santa Cruz Biotechnology, Inc.) and images were used for visualization of immunoreactive bands. Bands were analyzed by using the ImageJ software v1.52e (National Institute of Health).

EV uptake assays using flow cytometry

EV uptake assays were performed as described previously (34,35). EV fractions (20,000 EVs/condition) were stained via incubation for 30 min at 4°C with CellMask Orange dye solution (2.5 µg/ml). EV fractions were then washed with PBS, centrifuged at 110,000 × g for 70 min at 4°C and reconstituted in 100 µl DMEM. MDA-MB-231 cells (1.5×106 cells/condition) were incubated for 4 h at 37°C with stained EVs, and after incubation, cells were washed twice with PBS and fixed for 20 min at room temperature with a solution of 4% paraformaldehyde. Next, cells were incubated for 10 min at room temperature with a solution of trypsin (0.1%), washed twice with PBS and re-suspended in PBS-1% BSA (Santa Cruz Biotechnology, Inc.). Controls of inhibition of EVs uptake were included, and were obtained by treatment of EVs with 200 ng/ml Annexin V for 30 min at 4°C, before staining of EVs with CellMask Orange dye solution for 30 min at 4°C. Cells were analyzed using a BD FACSCalibur™ flow cytometer (BD Biosciences) and data analysis was performed with Summit v4.3 software (Beckman Coulter, Inc.).

EV uptake assays using confocal microscopy

MDA-MB-231 cells (1.5×105 cells/condition) were incubated with stained EVs (20,000/condition) for 4 h at 37°C. After incubation, cells were washed twice with PBS, fixed for 20 min at room temperature with a solution of paraformaldehyde (4%) and washed twice again with PBS. Next, cells were counterstained with Hoechst for 20 min at room temperature and mounted on glass slides using Vectashield. Preparations were analyzed by confocal microscopy (Model TCS SP2; Leica Microsystems, Inc.).

Scratch-wound assays

MDA-MB-231 cells (1.5×106 cells) were cultured until they reached confluency and pretreated for 2 h at 37°C with 12 µM mitomycin C to inhibit proliferation during the experiment. Cell cultures were scratched, washed with PBS and supplemented with serum-free DMEM with or without inhibitors and/or EV fractions (20,000 EVs/condition) at 37°C. After treatment for 48 h, the cultures were imaged using an inverted microscope coupled to a camera (FSX100; Olympus Corporation; magnification, ×100). Images from ≥3 fields per experimental condition were acquired and analyzed using ImageJ software v1.52e (National Institutes of Health). In total, one control of cell migration was included (5% FBS).

Invasion assays

Inserts of 24-well plates (Costar; Corning, Inc.) were covered with 50 µl Matrigel (3 mg/ml) and incubated at 37°C for 2 h. Then, 1.2×105 MDA-MB-231 cells in serum-free DMEM were plated on Matrigel of each insert in the upper chamber, and the lower chamber contained EV fractions (20,000 EVs/condition) in 600 µl DMEM. The plates with the inserts were incubated at 37°C for 72 h under a humidified atmosphere with 5% CO2 and 95% air. After incubation, cells and Matrigel on the upper surface of the membrane were removed, and cells on the lower surface of the membrane were washed with PBS followed by fixation for 12 min at room temperature with 4% paraformaldehyde. After fixation, invaded cells were imaged using an inverted microscope couple to a camera (FSX100, Olympus Corporation; magnification, ×400). Quantification of invaded cells was calculated by staining membranes with 0.5% crystal violet for 15 min at room temperature and elution of the dye with 300 µl 30% acetic acid. Absorbance of the collected solution was measured at 600 nm. Cells treated with 5% FBS were included as an invasion control.

Zymography

Conditioned media from TNBC MDA-MB-231 cells (1.5×106 cells) treated with EV fractions (20,000 EVs/condition) at different time points (3, 6, 9, 12 and 24 h) at 37°C from women with breast cancer and healthy controls were concentrated using 5,000 Da Centricon® filters (EMD Millipore). An equal volume (12 µl) of non-heated conditioned medium and sample buffer (2% sucrose, 2.5% SDS, 4 µg/ml phenol red) was mixed and the samples were loaded onto 8% acrylamide gels copolymerized with gelatin (1 mg/ml). Next, gels were rinsed three times for 30 min with Triton X-100 (2.5%) and incubated in assay buffer (50 mM Tris-HCl pH 7.4, 5 mM CaCl2) for 48 h at 37°C. After incubation, gels were stained for 1 h at room temperature with a solution of Coomassie Brilliant Blue G-250 (0.25%) dissolved in acetic acid (10%) and methanol (30%). Proteolytic activity was identified as white zones on a blue background. Controls of MMP-2 and MMP-9 secretions were included, which were obtained by treatment of MDA-MB-231 cells with 400 mg/dl ethanol and 100 ng/ml phorbol-12,13-dibutyrate for 24 h at 37°C, as treatment of cells with these compounds induces the expression and secretion of MMP-2 and MMP-9, respectively (36,37).

Immunofluorescence confocal microscopy

MDA-MB-231 cells (1.5×105 cells) were grown on coverslips, washed with PBS, equilibrated in DMEM and treated with EV fractions (20,000 EVs/condition) for 30 min at 37°C. Cells were fixed with paraformaldehyde (4%) for 20 min at room temperature, permeabilized with 0.5% Triton X-100 and then blocked for 30 min at room temperature with FBS (10%) dissolved in PBS. Next, cells were incubated overnight at 4°C with anti-p-FAK Ab (1:250) followed by FITC-labeled anti-mouse secondary Ab (cat. no. 115-095-003; Jackson ImmunoResearch, Inc) for 2 h at 4°C. Staining of focal contacts was performed by incubation of cells with anti-vinculin Ab for 12 h at 4°C, while staining of cells for fibrillar actin was performed by incubation for 2 h at 4°C with TRITC-conjugated phalloidin (cat. no. R415; Thermo Fisher Scientific, Inc.) Cells then were analyzed by confocal microscopy (Model TCS SP2; Leica Microsystems, Inc.).

Cell proliferation assay

MDA-MB-231 cells (30,000 cells per well) were treated for 48 h at 37°C with EV fractions (20,000 EVs/condition). Next, 10 µl WST-1 reagent (cat. no. ab65473; Abcam) was added to the cells in each well and microplates were incubated at 37°C for 2 h. The absorbance of each well was measured at 450 nm, and one control for proliferation was included, which was prepared by treatment of cells with 5% FBS for 48 h at 37°C.

Statistical analysis

Data are presented as the mean ± SD of ≥3 independent experiments. Data were analyzed by one-way ANOVA followed by Tukeys post hoc test for ≥3 groups, while Students t-test was used to analyze groups of two. P<0.05 was considered to indicate a statically significant difference.

Results

EVs from plasma of patients with breast cancer induce the migration of MDA-MB-231 cells

The present study characterized EV fractions using NTA, TEM and western blotting against Flot-2, CD9 and CD81, which are molecular markers associated with EVs (7). NTA and TEM results identified a population of spherical vesicles with sizes between 30–300 nm in healthy women, while women with breast cancer had vesicles between 50–600 nm (Fig. 1A and B). Moreover, NTA showed that the number of EVs was significantly higher in women with breast cancer (1.542×1011 EVs/ml) than in healthy women (2.14×1010 EVs/ml). Western blotting results demonstrated the presence of Flot-2, CD9 and CD81 protein expression in EV fractions from healthy women (Ctrl EVs) and EV fractions from women with breast cancer (BC EVs; Fig. 1C).

Figure 1.

Figure 1.

EVs from plasma of patients with breast cancer enhance migration in MDA-MB-231 cells. (A) Ctrl EVs and BC EVs were analyzed by nanoparticle tracking analysis. The calculated size distribution of particles was depicted as the mean (black line) with standard errors (gray shaded area). (B) Ctrl EVs and BC EVs were visualized by transmission electron microscopy. (C) Ctrl EVs and BC EVs were analyzed by western blotting with anti-Flot-2 Ab, anti-CD9 Ab and anti-CD81 Ab. Images are representative of three independent experiments. (D) Cultures of MDA-MB-231 cells were scratch-wounded and treated for 48 h with Ctrl EVs and BC EVs; one control of FBS was included. (E) Analysis of migration induced by BC EVs in relation to expression of ER, PR and Her2/neu overexpression. (F) Analysis of migration induced by BC EVs in relation to clinical stage of patients. Magnification, 100×. Data are presented as the mean ± SD, and indicate the fold of migration above Ctrl. ****P<0.0001 vs. Ctrl. Ctrl, control; Ctrl EVs, EV fractions obtained from healthy women; BC EVs, EV fractions obtained from women with breast cancer; Ab, antibody; ER, estrogen receptor; PR, progesterone receptor; EVs, extracellular vesicles; Flot-2, flotillin-2.

Next, whether BC EVs induced migration in TNBC MDA-MB-231 cells was investigated. Cell migration assays were performed using scratch-wound assays with MDA-MB-231 cells treated with EVs from 22 patients with breast cancer and from 15 healthy women. The results indicated that BC EVs induced increased migration compared with Ctrl EVs in MDA-MB-231 cells (Fig. 1D). In addition, the association between the migration induced by BC EVs in MDA-MB-231 cells and the expression levels of estrogen, progesterone and Her2/neu receptors in the mammary tumors of the women from where the plasma EVs were obtained was analyzed. It was found that the migration induced by BC EVs was not related with the expression levels of estrogen, progesterone and Her2/neu receptors in the tumors of women with breast cancer (Figs. 1E and S1A). Furthermore, migration of MDA-MB-231 cells induced by BC EVs was not related with the stages II and III of the women with breast cancer (Figs. 1F and S1B).

To further examine these findings, whether BC EVs induced migration and/or invasion was determined in another breast cancer cell line (MCF-7) and mammary non-tumorigenic epithelial cells (MCF12A). The results showed that treatment with BC EVs did not induce migration in MCF-7 cells, and it did not induce migration and invasion in MCF12A cells (Fig. 2A-C).

Figure 2.

Figure 2.

EVs from plasma of patients with breast cancer do not enhance migration and invasion in MCF-7 and MCF12A cells. (A and B) Cultures of MCF-7 and MCF12A cells were scratch-wounded and treated for 48 h with Ctrl EVs and BC EVs. Magnification, ×100. (C) Invasion assays were performed with MCF12A cells treated with Ctrl EVs and BC EVs; one control of FBS was included. Magnification, ×400. Data are presented as the mean ± SD, and indicate the fold of migration or invasion above Ctrl. ****P<0.0001 vs. Ctrl. Ctrl, control; Ctrl EVs, EV fractions obtained from healthy women; BC EVs, EV fractions obtained from women with breast cancer; EVs, extracellular vesicles.

EVs from healthy women and patients with breast cancer are taken up by MDA-MB-231 cells

It was studied whether Ctrl EVs and BC EVs were taken up by MDA-MB-231 cells. Ctrl EVs and BC EVs were labeled with CellMask orange dye, MDA-MB-231 cells were incubated with unstained EVs and stained EVs, and the fluorescence intensity was analyzed by flow cytometry. It was identified that fluorescence intensity was higher in MDA-MB-231 cells treated with stained Ctrl EVs and stained BC EVs compared with MDA-MB-231 cells treated with unstained EVs (Figs. 3A and B and S2). In addition, the comparison of fluorescence intensity was not significantly different between the value obtained from MDA-MB-231 cells treated with stained BC EVs and the value obtained from MDA-MB-231 cells treated with stained Ctrl EVs (Fig. 3C).

Figure 3.

Figure 3.

EVs from plasma of healthy and breast cancer groups are taken up by MDA-MB-231 cells. (A and B) Flow cytometry analysis of MDA-MB-231 cells incubated with unstained or stained Ctrl EVs and unstained or stained BC EVs. Controls of cells without treatment with EVs and uptake inhibition (Annexin V) were included. (C) Comparison of stained EVs uptake between MDA-MB-231 cells treated with stained BC EVs and stained Ctrl EVs. (D) Confocal microscopy analysis of MDA-MB-231 cells incubated with unstained BC EVs, stained Ctrl EVs, stained BC EVs and nucleus stained with Hoechst dye. Scale bar, 40 µm. Data are presented as the mean fluorescence intensities ± SD, and indicate the fold of fluorescence intensity above Ctrl and Ctrl EVs. *P<0.05, **P<0.01 vs. Ctrl or as indicated. ns, not significant; Ctrl, control; EVs, extracellular vesicles; Ctrl EVs, EV fractions obtained from healthy women; BC EVs, EV fractions obtained from women with breast cancer.

EVs express PS on their surface, and Annexin V has a strong and specify affinity for PS (38). Controls of uptake inhibition were included, and were obtained by treatment of EVs with 200 ng/ml Annexin V, before staining of EVs with CellMask Orange dye. The results indicated that treatment of stained Ctrl EVs with Annexin V inhibited the increase of fluorescence intensity induced by stained Ctrl EVs (Fig. 3A). However, treatment of BC EVs with Annexin V did not inhibit the increased fluorescence intensity induced by stained BC EVs (Fig. 3B).

To further examine whether EVs are taken up by breast cancer cells, MDA-MB-231 cells treated with stained Ctrl EVs, stained BC EVs and unstained BC EVs were analyzed by confocal microscopy. It was found that MDA-MB-231 cells treated with stained BC EVs and stained Ctrl EVs showed a red staining, while cells treated with unstained BC EVs did not show any color (Fig. 3D).

EVs from patients with breast cancer induce secretion of gelatinases

It was determined whether treatment of MDA-MB-231 cells with BC EVs induced gelatinase secretion. MDA-MB-231 cells were stimulated for 3, 6, 9, 12 and 24 h with EVs from three patients with breast cancer, and stimulated for 24 h with EVs from three healthy women. Conditioned media were obtained, concentrated and analyzed by gelatin zymography. It was identified that stimulation of MDA-MB-231 cells with BC EVs induced increased secretion of MMP-2 and MMP-9 at 12 and 24 h of treatment (Fig. 4A).

Figure 4.

Figure 4.

EVs isolated from patients with breast cancer mediate secretion of gelatinases. (A) MDA-MB-231 cells were incubated for various times with EVs from three healthy women and EVs from three patients with breast cancer, and conditioned media were collected. (B) MDA-MB-231 cells were incubated for 24 h with EVs from three healthy women and three patients with breast cancer. Gelatinase secretion was analyzed by gelatin-substrate gels, and positive controls of MMP-2 (EtOH) and MMP-9 (PDB) secretions were included. (C and D) Densitometric analysis of MMP-9 and MMP-2 secretion. Data are presented as the mean ± SD, and are expressed as fold of MMP-2 or MMP-9 secretion above Ctrl and Ctrl EVs. *P<0.05, **P<0.01 as indicated. Ctrl, control; EVs, extracellular vesicles; Ctrl EVs, EV fractions obtained from healthy women; BC EVs, EV fractions obtained from women with breast cancer; MMP, matrix metalloproteinase; EtOH, ethanol; PBD, phorbol-12,13-dibutyrate.

Since treatment of MDA-MB-231 cells with BC EVs for 24 h induced MMP-2 and MMP-9 secretion, MDA-MB-231 cells were treated for 24 h with EVs from three patients with breast cancer and EVs from three healthy women, and supernatants were analyzed by gelatin zymography. The results indicated that treatment of MDA-MB-231 cells with Ctrl EVs induced a small increase in MMP-9 secretion, but stimulation with BC EVs induced a significant increase in both MMP-9 and MMP-2 secretion (Fig. 4B-D).

EVs from patients with breast cancer induce Src activation

In order to determine whether treatment of MDA-MB-231 cells with BC EVs induced Src activation, which is initiated by its phosphorylation at Tyr-418 (p-Src), MDA-MB-231 cells were treated for 20 min with three Ctrl EV samples and three BC EV samples, and cell lysates were analyzed by western blotting with anti-p-Src Ab. It was identified that treatment of MDA-MB-231 cells with Ctrl EVs induced a small level of phosphorylation of Src at Tyr-418, while treatment with BC EVs induced a strong phosphorylation of Src at Tyr-418 (Fig. 5A).

Figure 5.

Figure 5.

EVs isolated from patients with breast cancer induce Src activation. (A) Lysates from MDA-MB-231 cells treated for 20 min with three Ctrl EVs and three BC EVs were analyzed by western blotting with anti-p-Src Ab. Membranes were further analyzed with anti-Src Ab and anti-actin Ab as loading controls. (B) Three Ctrl EVs and four BC EVs were analyzed by western blotting with anti-p-Src Ab and anti-Src Ab. (C) Lysates from MDA-MB-231 cells untreated and treated for 1 h with 10 µM PP2 and stimulated for 20 min with three BC EVs were analyzed by western blotting with anti-p-Src Ab. Membranes were further analyzed with anti-Src Ab and anti-actin Ab as loading controls. Data are presented as the mean ± SD, and indicate the fold of p-Src or Src above Ctrl or Ctrl EVs. *P<0.05, **P<0.01 vs. Ctrl and Ctrl EVs. ns, not significant; Ctrl, control; Ab, antibody; EVs, extracellular vesicles; Ctrl EVs, EV fractions obtained from healthy women; BC EVs, EV fractions obtained from women with breast cancer; p-, phosphorylated.

Next, whether Ctrl EVs and BC EVs contain p-Src and Src kinase was determined by western blotting with p-Src Ab and Src Ab. The results showed that Ctrl EVs contained a low amount of p-Src, while BC EVs contained a significantly larger amount of p-Src (Fig. 5B). However, it was demonstrated that Ctrl EVs and BC EVs contained a similar amount of Src kinase (Fig. 5B).

EVs from patients with breast cancer induce FAK activation via Src activity

The present study determined whether BC EVs induced FAK activation, which is induced by its phosphorylation at Tyr-397 (p-FAK). Lysates of MDA-MB-231 cells treated for 20 min with three Ctrl EV samples and three BC EV samples were analyzed by western blotting with anti-p-FAK Ab. It was identified that treatment with Ctrl EVs induced low levels of phosphorylation of FAK at Tyr-397, whereas treatment with BC EVs induced a significantly higher level of phosphorylation of FAK at Tyr-397 (Fig. 6A).

Figure 6.

Figure 6.

EVs isolated from patients with breast cancer induce FAK activation via a Src-dependent pathway. (A) Lysates from MDA-MB-231 cells treated for 20 min with three Ctrl EVs and three BC EVs were analyzed by western blotting with anti-p-FAK Ab. Membranes were further analyzed by western blotting with anti-FAK Ab and anti-actin Ab as loading controls. (B) MDA-MB-231 cells were untreated and treated for 1 h with 10 µM PP2 and stimulated for 20 min with two BC EVs and lysed. Cell lysates were analyzed by western blotting with anti-p-FAK Ab. Membranes were analyzed further with anti-FAK Ab and anti-actin Ab as loading controls. (C) Three Ctrl EVs and four BC EVs were analyzed by western blotting with anti-p-FAK Ab and anti-FAK Ab. Data are presented as the mean ± SD, and indicate the fold of p-FAK or FAK above Ctrl and Ctrl EVs. *P<0.05, ***P<0.001 vs. Ctrl and Ctrl EVs. ns, not significant; Ctrl, control; Ab, antibody; EVs, extracellular vesicles; Ctrl EVs, EV fractions obtained from healthy women; BC EVs, EV fractions obtained from women with breast cancer; p-, phosphorylated; FAK, focal adhesion kinase.

Since Src is able to induce maximal FAK activation mediated by G-protein-coupled receptors (GPCRs) and tyrosine kinase receptors (27), the role of Src in FAK activation was investigated. The role of Src was examined using PP2, which is a specific inhibitor of Src family members (39). To determine whether PP2 inhibited the activity of Src, MDA-MB-231 cells were untreated and treated for 1 h with 10 µM PP2 and then treated for 20 min with three BC EVs, and lysed. Cell lysates were analyzed by western blotting with anti-p-Src Ab, and it was found that PP2 inhibited the increase of p-Src induced by BC EVs (Fig. 5C). Next, MDA-MB-231 cells were untreated and treated for 1 h with 10 µM PP2 and stimulated for 20 min with BC EVs. It was identified that treatment with BC EVs induced an increase of p-FAK via a Src-dependent pathway in MDA-MB-231 cells (Fig. 6B).

The present study also assessed whether p-FAK and FAK were localized in EV fractions, and three Ctrl EVs and four BC EVs were analyzed by western blotting with p-FAK Ab and FAK Ab. The results showed that Ctrl EVs and BC EVs expressed variable levels of p-FAK and FAK, and there was no significant difference in p-FAK and FAK expression levels between Ctrl EVs and BC EVs (Fig. 6C)

EVs from patients with breast cancer induce redistribution of p-FAK and focal adhesions assembly

It was examined whether BC EVs induced a redistribution of p-FAK, as well as the assembly of focal adhesions and the role of Src in the assembly of focal adhesions. MDA-MB-231 cells cultured on coverslips were untreated or treated for 1 h with 10 µM PP2 and stimulated with Ctrl EVs and BC EVs. The redistribution of p-FAK was analyzed by immunofluorescence with anti-p-FAK Ab. Moreover, the number of focal adhesions was analyzed by immunofluorescence with anti-vinculin Ab, as vinculin is a cytoplasmic actin binding protein enriched in focal adhesions (40). It was demonstrated that BC EVs induced the redistribution of p-FAK at the edges of cells, and increased the number of focal adhesions (Fig. 7A and B). Furthermore, focal adhesion assembly induced by BC EVs was dependent on Src activity (Fig. 7B). In addition, the present study determined whether vinculin was localized in EV fractions, and three Ctrl EVs and four BC EVs were analyzed by western blotting with anti-vinculin Ab; the results indicated that Ctrl EVs and BC EVs did not express vinculin (Fig. 7C). One control of vinculin expression was included (Fig. 7D).

Figure 7.

Figure 7.

EVs from patients with breast cancer induce redistribution of p-FAK and focal adhesions assembly. (A and B) MDA-MB-231 cells cultured on coverslips were treated for 1 h with or without 10 µM of PP2, and stimulated for 30 min with Ctrl EVs and BC EVs. Cells were incubated with Abs against p-FAK, vinculin and tetramethylrhodamine-conjugated phalloidin, and were analyzed by confocal microscopy. (C) Analysis of vinculin in Ctrl EVs and BC EVs by western blotting. (D) Whole cell lysates of MDA-MB-231 cell were included as a control of vinculin expression. Data are presented as the mean ± SD of fluorescent intensities of p-FAK and vinculin, and are expressed as fold above Ctrl. **P<0.01, ****P<0.0001 vs. Ctrl. ns, not significant; Ctrl, control; Ab, antibody; EVs, extracellular vesicles; Ctrl EVs, EV fractions obtained from healthy women; BC EVs, EV fractions obtained from women with breast cancer; p-, phosphorylated; FAK, focal adhesion kinase.

Role of Src in migration and invasion mediated by EVs from patients with breast cancer

The role of Src in migration was examined using PP2 and its inactive analog (PP3) (39). Cultures of MDA-MB-231 cells were treated for 1 h with 10 µM PP2 or 10 µM PP3, scratch-wounded and stimulated with Ctrl EVs and BC EVs. It was demonstrated that migration induced by BC EVs was dependent on Src activity in MDA-MB-231 cells (Fig. 8A).

Figure 8.

Figure 8.

EVs from patients with breast cancer induce migration and invasion via a Src-dependent pathway. (A) Migration assays of MDA-MB-231 cells treated for 1 h with or without 10 µM PP2 or 10 µM PP3, and stimulated for 48 h with Ctrl EVs and BC EVs. Magnification, ×100. (B and C) Invasion assays of MDA-MB-231 cells treated with or without 10 µM PP2 and stimulated for 48 h with Ctrl EVs and BC EVs. Magnification, ×400. (D) Proliferation assay of MDA-MB-231 cells incubated with Ctrl EVs and BC EVs. FBS was included as the control. Data are presented as the mean ± SD, and are expressed as fold of migration, invasion or proliferation above Ctrl. **P<0.01, ***P<0.001, ****P<0.0001 vs. Ctrl. Ctrl, control; EVs, extracellular vesicles; Ctrl EVs, EV fractions obtained from healthy women; BC EVs, EV fractions obtained from women with breast cancer.

Next, it was studied whether BC EVs induced invasion, and the role of Src was assessed using invasion assays with MDA-MB-231 cells treated with Ctrl EVs and BC EVs. It was identified that BC EVs induced invasion of MDA-MB-231 cells (Fig. 8B). Moreover, invasion assays performed in the presence of PP2 demonstrated that invasion required Src activity (Fig. 8C).

In addition, whether BC EVs induce proliferation in MDA-MB-231 cells was examined, and proliferation assay results found that BC EVs and Ctrl EVs did not induce proliferation in MDA-MB-231 cells (Fig. 8D).

Discussion

EVs are comprised of exosomes and microvesicles, which constitute a variety of vesicles between 30–1,000 nm (7). The present study isolated EVs from plasma samples as described previously by Baran et al (17), as this method was reported to isolate EVs via the depletion of EVs from platelets. In plasma, EVs from platelets constitute ~80% of total EVs (17,41). The present results demonstrated that isolated EV fractions are comprised of vesicles with sizes between 30–300 nm in healthy women, while women with breast cancer showed EVs from 50–600 nm. Furthermore, both Ctrl EVs and BC EVs expressed molecular markers associated with EVs. Therefore, it was speculated that isolated EV fractions from plasma samples corresponded to exosomes and microvesicles, which are not contaminated with cell debris and apoptotic bodies, and were free of platelet-derived EVs. Therefore, it was proposed that cell processes studied may be mediated by exosomes and/or microvesicles. The contribution of microvesicles and exosomes to the cell processes analyzed remains to be investigated.

Moreover, the present results demonstrated that the number of EVs in plasma is higher in women with breast cancer than in healthy women; however, the number of EVs in the present study were found to be higher than the number of EVs reported in a previous study (18). A different number of EVs was found in the present study because the number of EVs was determined using NTA, while in the previous study the number of EVs was determined by flow cytometry. NTA has a higher sensitivity for determining the number of EVs than flow cytometry. However, both studies demonstrated that the number of EVs is higher in women with breast cancer than in healthy women.

Cancer metastasis consists of several sequential steps, including detachment of cells, migration, invasion to surrounding tissues, intravasation, survival in circulation, extravasation and colonization. Moreover, invasion of cancer cells to other tissues involves cell migration as single cells (mesenchymal type) or epithelial sheets (42). EVs are implicated in intercellular communication in the tumor microenvironment, as they mediate crosstalk between cancer and stromal cells (43). In addition, EVs support cancer development, adaptation to hypoxic conditions, deprivation of nutrients, escape of apoptosis, immune evasion and cancer progression (4345). Furthermore, exosomes released from cancer-associated fibroblasts (CAFs) induce the formation of protrusions and motility in MDA-MB-231 cells, while mesenchymal stem cells secrete exosomes that promote motility and invasiveness in breast cancer cells (46,47). It has been shown that Hs578T cells and their more invasive variant Hs578T(i)8 secrete EVs that promote proliferation, migration and invasion in breast cancer cells (48). The present results showed that EVs from women with breast cancer stages II and III induced cell migration and this was dependent on Src activity in MDA-MB-231 cells. However, EVs from healthy women did not induce migration in MDA-MB-231 cells. Moreover, migration induced by EVs from patients with breast cancer was independent of the expression levels of estrogen, progesterone and Her-2/neu receptors in the tumors of patients. In contrast, it was identified that BC EVs did not induce migration in MCF-7 cells, and did not induce migration and invasion in MCF12A mammary epithelial cells. However, in contrast to the present results, it has been previously reported that exosomes from healthy women stimulate migration and invasion in MDA-MB-231 cells (49). Thus, it was speculated that BC EVs consist of subpopulations of exosomes and microvesicles secreted from cancer cells (tumor) and stromal cells, such as tumor-associated macrophages, mesenchymal stem cells and CAFs. Therefore, BC EVs have a larger capacity for the induction of cell migration and invasion compared with Ctrl EVs in MDA-MB-231 cells. Thus, this may be the reason for the lack of the migration and invasion mediated by stimulation with EVs from healthy women.

Furthermore, it was speculated that only BC EVs contain molecules that induce the activation of specific signal transduction pathways, including Src activation, which mediate a variety of cell processes, including migration in breast cancer cells. It was identified that BC EVs do not induce migration and/or invasion in MCF12A mammary epithelial cells and MCF-7 breast cancer cells, which express progesterone and estrogen receptors. Furthermore, the present results suggested that EVs from women with breast cancer stages II and III can induce migration in breast cancer cells that do not express these receptors, and that this was a specific process in TNBC cells. Moreover, it was speculated that EVs in patients with breast cancer play an important role in cancer progression, as they are able to induce migration and invasion. In line with the present results, it has been reported that treatment of HMLE human mammary epithelial cells with exosomes from MDA-MB-231 cells transfected with microRNA-1246 increases its ability for drug resistance, growth and invasion (50). In addition, K562 myeloid leukemia cells release exosomes that promote angiogenesis via Src activation, while exosomes from C4-2B, PC3 and DUI45 prostate cancer cells contain Src, insulin-like growth factor 1 (IGF-1) receptor and FAK, which are molecules involved in cell migration and invasion (51,52).

Tumor cells communicate with surrounding cells, including CAFs, endothelial cells and mesenchymal cells, via the secretion and uptake of EVs, which mediate biological processes, such as migration, angiogenesis and invasion, and can also modulate the tumor microenvironment and metastasis (34,43,53). The present results indicated that MDA-MB-231 cells are able to take up BC EVs and Ctrl EVs, however only BC EVs induce migration. Thus, BC EVs may have cargo molecules that promote activation of specific signal transduction pathways, which increases migration and invasion in breast cancer cells.

EVs express PS on their membrane surface, which mediates the fusion of EVs with target cells. Therefore, treatment of EVs with Annexin V inhibits the fusion of EVs with target cells, as Annexin V binds to PS (43,54,55). In the present study, it was identified that treatment of Ctrl EVs with Annexin V inhibited the increase of fluorescence intensity mediated by Ctrl EVs. However, treatment of BC EVs with Annexin V did not inhibit the increased fluorescence intensity mediated by BC EVs. Thus, it was speculated that BC EVs do not express, or express very low levels, of PS on their membrane surface. It has been reported that EV fractions obtained from females with type I diabetes and controls without disease contain both EVs expressing PS and EVs without expression of PS (56), which is consistent with the present results. Moreover, the percentage of PS in EVs from patients is 31%, while the percentage of PS in controls without disease is 44% (56).

Src family kinases mediate a variety of cellular processes, such as cell cycle progression, proliferation, survival and migration (57). Furthermore, it has been reported that breast cancer tumors and cell lines have an increase in Src activity (58). In addition, linoleic acid induces FAK and Src activation, and cell migration via a Src-dependent pathway in MDA-MB-231 cells (28). The present results demonstrated that stimulation with BC EVs induced a stronger activation of FAK and Src compared with treatment with Ctrl EVs, and also increased the number of focal adhesions in MDA-MB-231 cells. As FAK and Src activation and focal adhesion assembly mediate migration and invasion, it was speculated that BC EVs induced the activation of signal transduction pathways, including the activation of FAK and Src, which mediated migration and invasion in MDA-MB-231 cells. In line with the present results, mouse embryonic fibroblasts expressing onco-Dbl release microvesicles containing FAK and stimulation of fibroblasts with these vesicles promotes proliferation, which is independent of anchorage and survival in fibroblasts (59).

A variety of phosphoproteins, including Src, have been revealed in EVs from human plasma (60). Moreover, EVs from plasma of women with breast cancer contain FAK and EGFR kinases, and the level of these kinases are increased in specific stages of breast cancer in comparison with the control group (18). Furthermore, the present results indicated that Ctrl EVs and BC EVs contained similar expression levels of p-FAK, FAK and Src, but BC EVs contained larger amounts of p-Src compared with Ctrl EVs. Thus, it was demonstrated, that BC EVs induced FAK and Src activation; however, the contribution of p-FAK, FAK, p-Src and Src expressed in EVs to the activation of these kinases in the target MDA-MB-231 cells requires further investigation.

A catalytic reciprocal activation model of FAK and Src has been previously reported, where Src associates with FAK and phosphorylates FAK at Tyr-576 and Tyr-577, which induces maximal kinase activity of FAK (32,61,62). In addition, it has been revealed that maximal kinase activity of FAK promotes intermolecular phosphorylation between FAK molecules at Tyr-397, which induces signal amplification (32,61,62). In line with this model, the present results demonstrated that BC EVs induced activation of FAK, which was dependent on Src kinase activity. Linoleic acid, oleic acid and arachidonic acid induce activation of FAK via GPCRs and a mechanism of reciprocal catalytic activation of FAK (28,6365). Therefore, it was speculated that EVs mediated activation of FAK and Src, as well as migration and invasion via activation of receptors.

Tumors release EVs that play a pivotal role in the invasion and metastasis processes, EVs from patients with breast cancer are associated with metastasis and relapse (14,43). In the present study, it was identified that EVs from patients with breast cancer induced migration and invasion via Src activity in MDA-MB-231 cells. Moreover, in line with the present results, it has been shown that exosomes from patients with TNBC induce invasion in SKBR3 cells (48). In addition, it was found that treatment of non-tumorigenic mammary epithelial cells MCF12A with BC EVs does not induce migration. It is proposed that BC EVs may mediate progression processes in breast cancer via the transfer of molecules and activation of signal transduction pathways. Supporting this hypothesis, different tumors release EVs with a variety of integrin expression patterns, which are able to determine organ specific metastasis (14,66). Moreover, EVs expressing α6β4 and α6β1 integrins are associated with lung metastasis, while EVs expressing αvβ5 are associated with liver metastasis (14,66).

ECM degradation is required for tumor growth and metastasis (67). In addition, EVs contain proteases that mediate degradation of ECM (68,69). It has been reported that human fibrosarcoma cells HT1080 release EVs expressing gelatinases in an active form, while breast cancer cells 8701-BC secrete EVs containing MMP-9 (68,69). The present results demonstrated that BC EVs induced an increase in MMP-9 and MMP-2 secretion in MDA-MB-231 cells. Therefore, EVs may participate in the progression of breast cancer.

In conclusion, it was demonstrated that BC EVs promoted migration, invasion and MMP-2 and MMP-9 secretion in MDA-MB-231 cells (Fig. 9). Moreover, BC EVs enhanced migration and invasion via a Src-dependent pathway. Therefore, the present results suggested that EVs may participate in breast cancer progression.

Figure 9.

Figure 9.

Proposed roles of EVs obtained from patients with breast cancer in the migration and invasion of MDA-MB-231 breast cancer cells. EVs, extracellular vesicles; Ctrl EVs, EV fractions obtained from healthy women; BC EVs, EV fractions obtained from women with breast cancer; p, phosphorylated; FAK, focal adhesion kinase; MMP, matrix metalloproteinase.

Supplementary Material

Supporting Data
Supplementary_Data.pdf (1.3MB, pdf)

Acknowledgements

The authors would like to thank Ms. Nora Ruiz and Ms. María de Lourdes-Rojas (LaNSE, Cinvestav-IPN) for their technical assistance.

Funding

The research was funded by CONACYT (grant no. 255429) and CONACYT-FOSISS (grant no. 261637), Mexico. Grants from CONACYT supported the present study.

Availability of data and materials

The datasets used and/or analyzed during the present study are available from the corresponding author on reasonable request.

Authors contributions

JRR performed the majority of experiments. EPS, JRR and RTB drafted the paper. ELO and PCR helped with experiments and reviewed/edited the manuscript. EPS, RTB, EMB, COM, FBM, AHT and IEA analyzed and validated data, and reviewed part of the manuscript. EPS and RTB coordinated the study and wrote the manuscript. All authors read and approved the final manuscript.

Ethics approval and consent to participate

All studied participants provided signed informed consent, and the protocol was approved by the ethics committee of the First October Regional Hospital-ISSSTE (approval no. 121.2016), and was conducted in accordance with the Declaration of Helsinki.

Patient consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supporting Data
Supplementary_Data.pdf (1.3MB, pdf)

Data Availability Statement

The datasets used and/or analyzed during the present study are available from the corresponding author on reasonable request.


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