Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Chemotherapy induces adaptive drug resistance and metastatic potentials via phenotypic CXCR4-expressing cell state transition in ovarian cancer

  • Hyun Hee Lee,

    Affiliation Molecular Imaging Innovations Institute, Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

  • Vanessa Bellat,

    Affiliation Molecular Imaging Innovations Institute, Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

  • Benedict Law

    sbl2004@med.cornell.edu

    Affiliation Molecular Imaging Innovations Institute, Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

Abstract

Ovarian cancer (OVC) patients who receive chemotherapy often acquire drug resistance within one year. This can lead to tumor reoccurrence and metastasis, the major causes of mortality. We report a transient increase of a small distinctive CXCR4High/CD24Low cancer stem cell population (CXCR4High) in A2780 and SKOV-3 OVC cell lines in response to cisplatin, doxorubicin, and paclitaxel, treatments. The withdrawal of the drug challenges reversed this cell-state transition. CXCR4High exhibits dormancy in drug resistance and mesenchymal-like invasion, migration, colonization, and tumor formation properties. The removal of this cell population from a doxorubicin-resistant A2780 lineage (A2780/ADR) recovered the sensitivity to drug treatments. A cytotoxic peptide (CXCR4-KLA) that can selectively target cell-surface CXCR4 receptor was further synthesized to investigate the therapeutic merits of targeting CXCR4High. This peptide was more potent than the conventional CXCR4 antagonists (AMD3100 and CTCE-9908) in eradicating the cancer stem cells. When used together with cytotoxic agents such as doxorubicin and cisplatin, the combined drug-peptide regimens exhibited a synergistic cell-killing effect on A2780, A2780/ADR, and SKOV-3. Our data suggested that chemotherapy could establish drug-resistant and tumor-initiating properties of OVC via reversible CXCR4 cell state transition. Therapeutic strategies designed to eradicate rather than antagonize CXCR4High might offer a far-reaching potential as supportive chemotherapy.

Introduction

Epithelial ovarian cancer (EOC) patients who receive chemotherapy often develop drug resistance within one year. This often leads to a disease recurrence rate as high as 80%, accompanied by uncontrolled trascoelomic and hematogenous metastases. A tumor is composed of heterogeneous cell populations. Conventional chemotherapy can eradicate most cancer cells, but leaves small populations of innately drug-resistant cancer stem cells (CSCs) behind. These residual CSCs, with metastatic potentials, can remodel tumors to become more drug resistant.

Stromal-derived factor (SDF-1 or CXCL12), a CXC chemokine, and its cognate seven-transmembrane G-protein coupled receptor 4 (CXCR4) play significant roles in promoting tumorigenesis and drug resistance [16]. In ovarian cancer (OVC) cells, the SDF-1/CXCR4 axis is mediated by the vascular endothelial cell growth factor, endolyn, Notch pathway, and nuclear factor of activated T-cells 3 transcription factor [710]. The binding of SDF-1 to CXCR4 induces αvβ6 integrin and upregulates certain tumor-associated proteases including urokinase plasminogen activator and metalloproteinase 9 to promote cancer invasion [11, 12]. High levels of SDF-1 and CXCR4 in malignant ascites [10], and in the tumors and sera of OVC patients correlate to drug resistance, poor disease prognosis, and metastasis [1316]. All the aforementioned studies suggest that CXCR4 can be an important target for OVC treatment.

In the past, therapeutic strategies were proposed to target the SDF-1/CXCR4 axis of different cancers [1719]. Particularly in OVC, silencing CXCR4 expression by siRNA reduces tumor growth [20]. AMD3100 is a small molecule antagonist of CXCR4 that has been shown to promote the apoptosis of tumor cells and the local T-cell mediated immune responses [21]. A dimerized CXCR4-binding peptide, CTCE-9908, was reported to induce abnormal mitosis [22]. Using antibodies to neutralize SDF-1/CXCR4 could sensitize hyperthermia treatment [23]. However, all these approaches only exhibit modest anticancer effects, presumably because the drugs only block the activities of SDF-1/CXCR4 axis instead of eliminating the cancer cells. In fact, a majority of CXCR4 receptors are stored intracellularly [10, 24, 25]. The exposure of the cell-surface CXCR4 is a hallmark of a small distinctive cancer stem cell (CSC) that displays tumor formation, invasion, and migration capabilities accompanied with an innate resistance to chemotherapy [26]. Understanding the functional roles of this cell population would allow for the design of effective strategies to encounter drug resistance and metastasis, the common causes of mortality in OVC patients. In this study, we investigated how chemotherapy transiently enriches a small CXCR4High/CD24Low cancer stem cell population (CXCR4High) to acquire adaptive drug resistance. This CXCR4High displayed a mesenchymal nature: enhanced migration, invasion, and colony formation properties. We used a CXCR4-targeting peptide drug (CXCR4-KLA) comprised of a CXCR4 binding sequence (KPVSLSYRC) conjugated to a mitochondrial disruption domain (KLA) to demonstrate the therapeutic merits of eradicating CXCR4High. This peptide exhibited preferential cytotoxicity toward CXCR4High and could be used with other cytotoxic agents to achieve synergistic OVC cell-killing effect.

Materials and methods

Cell culture

A2780 was purchased from Sigma (St. Louis, MO). Its doxorubicin-resistant cell lineage, A2780/ADR, was generated with weekly treatment of doxorubicin (100 ng/mL) to maintain consistent drug resistance. Both cell lines were maintained in RPMI 1640 media supplemented with 10% (w/v) FBS (HyClone, South Logan, UT) and 1% (w/v) antibiotics (penicillin-streptomycin) at 37°C in a humidified atmosphere of 5% CO2. SKOV-3 was purchased from ATCC (Manassas, VA) and the GFP-luciferase transfected SKOV-3 (SKOV-3/GFP-Luc) was purchased from Cell Biolabs (San Diego, CA). Both cell lines were maintained in McCoy’s 5A media supplemented with 10% (w/v) FBS (HyClone, South Logan, UT) and 1% antibiotics (penicillin-streptomycin) at 37°C in a humidified atmosphere of 5% CO2.

Synthesis of CXCR4-KLA peptide

CXCR4-KLA, (KPVSLSYRCGGKLAKLAKKLAKLAK), and its FITC-labeled analogue were synthesized on a PS3 peptide synthesizer (Protein Technologies, Tucson, AZ), employing the Fmoc strategy on rink amide [27]. The peptide was purified by reverse-phase HPLC to >98% purity and the expected molecular weights were confirmed by MALD-TOF mass spectrometer.

Quantitative real-time PCR

Quantitative real-time PCR was performed using the StepOnePlus Real-Time PCR System by monitoring the real-time increase in fluorescence of the SYBR Green dye (Life Technologies Corp., Grand Island, NY). Total RNAs were isolated using the TRIzol reagent (Life Technologies Corp., Grand Island, NY) and subsequently reverse transcribed to the cDNA using a SuperScript First-Strand Synthesis System (Invitrogen, Grand Island, NY). The quantitative RT-PCR was performed using a SYBR® Green PCR Master mix (Applied Biosystems, Grand Island, NY) according to the manufacturer’s instructions. The reaction mix was subjected to real-time PCR to detect levels of the corresponding PCR primers. The specificity of each primer pair was confirmed by melting curve analysis. The employed PCR primer pairs are shown in S1 Table.

Western blot

The total cell extracts were obtained using a Cell Lysis Buffer (Cell Signaling Technology Inc., Danvers, MA) in the presence of protease inhibitor (Roche Applied Science, Indianapolis, IN) at 4°C for 30 min. Briefly, cells (5x106) were washed twice with cell wash solution. The extracted proteins (40 μg) was resolved by SDS-PAGE, transferred to nitrocellulose membranes using the Novex Bolt gel electrophoresis system and iBlot® transfer stack system (Life Technologies Corp., Grand Island, NY), and probed with the appropriate dilution of CXCR4 antibody (1:1000, ab2074, Abcam, Cambridge, MA), β-actin antibody (1:10000, A5441, Sigma, St. Louis, MO) Na, K-ATPase antibody (1:1000, #3010, Cell Signaling Technology Inc., Danvers, MA), E-Cadherin (1:1000, #3195, Cell Signaling, Danvers, MA), and Vimentin antibody (1:1000, #3932, Cell Signaling Technology Inc., Danvers, MA). Immunoreactivity was detected using an ECL detection system (GE Healthcare Bio-Sciences Corp., Pittsburgh, PA). Films were exposed at multiple time points to ensure that images were not saturated.

FACS analysis and cell sorting

The cells were detached with Accutase® solution (Sigma, St Louis, MO), washed, re-suspended in ice-cold PBS, and then incubated for 30 min at 4°C with the following anti-human fluorophore-labeled monoclonal antibodies: CD44-APC (clone BJ18, BioLegend, San Diego, CA), CD133-APC (clone AC133, Miltenyi Biotec Inc., San Diego, CA), CXCR4-APC (clone 12G5, BioLegend, San Diego, CA), and CD24-FITC (clone ML5, BioLegend, San Diego, CA). Cells (5x103/sample) were counted using a FACS (Beckman Coulter Gallios, Indianapolis, IN). The data were analyzed with Kaluza analysis software. For specific binding analysis, cells (2x106) were incubated with CXCR4-KLA-FITC (10 μM) for 2 h at 37°C in 1.5% (w/v) FBS-containing medium. Subsequently, cells were detached, washed, re-suspended in ice-cold PBS, and FACS analysis was performed to determine the binding of a FITC-labeled CXCR4-KLA to CXCR4Low and CXCR4High. Cells (2x104/sample) were counted using a FACS (Beckman Coulter Gallios, Indianapolis, IN) and the data were analyzed with Kaluza analysis software.

Cell sorting was performed using FACSVantage (BD Bioscience, CA). Cells (2x107) were stained with CXCR4-APC (clone 12G5, BioLegend, San Diego, CA) for 1 h at 4°C under sterile conditions. The isolated CXCR4Low and CXCR4High subpopulations were further characterized for purity by FACS analysis, as described above.

Proliferation assay

Cells (5x103) were seeded on a 96-well clear bottom plate. After 24 h, cells were incubated with fresh media containing indicated concentrations and combination treatment concentrations of doxorubicin (LC Laboratories, Woburn, MA), cisplatin (Sigma, St Louis, MO), paclitaxel (LC Laboratories, Woburn, MA), fluorouracil (Sigma, St Louis, MO), AMD3100 (Sigma, St Louis, MO), CTCE 9908 (Tocris Bioscience, Bristol, UK), and CXCR4-KLA. At the indicated times, CellTiter 96® AqueousOne Solution Reagent (Promega, Madison, WI) was added to each well according to the manufacturer’s instructions and absorbance at 490 nm (OD490) was determined for each well by Infinite® M1000 Pro Microplate Reader (TECAN, Männedorf, Switzerland).

Wound healing assay

Cells (5x106) were cultured to >80% confluency in 12-well plates. After scratching a straight line through the cell layer with a sterile 200 μL pipette tip, cells were incubated with doxorubicin, CXCR4-KLA and combination treatment in an RPMI 1640 medium containing 10% FBS (w/v) for 48 h. The images of wound were taken using an EVOS® cell imaging system (Life Technologies Corp., Grand Island, NY) at 10X magnification.

Invasion assay

The in vitro migratory properties of cells were studied using Boyden chambers (NeuroProbe, Houston, TX) coated with collagen (Sigma, St Louis, MO). Bottom wells were filled with media (27 μL) containing 2% (w/v) of serum. Cells (5x104/56 μL) were seeded on the upper compartment and then incubated at 37°C for 24 h. Cells on the upper surface of the filter were then removed using a cotton swab, leaving those attached to the lower surface stained with Diff-Quik reagents (Thermo Scientific, Waltham, MA). The numbers of invaded cells were counted under a microscope with 10X magnification (5 fields/well). A representative graph of six independent experiments was performed.

Soft agar colony formation assay

Cells (5x104) were suspended in media containing 10% (w/v) FBS and 0.35% (w/v) agar and seeded in pre-solidified media containing 0.75% (w/v) agar containing 10% (w/v) FBS in on 6-well plates. The plates were then incubated at 37°C in a humidified atmosphere of 5% CO2. Colonies of cells were allowed to grow for 2 weeks and any colonies larger than 0.1 mm in diameter were counted using the EVOS® cell imaging system (Life Technologies Corp., Grand Island, NY) at 4X magnification.

Xenograft

The protocol was approved by the Institutional Animal Care and Use Committee of Weill Cornell Medicine (Number: 2015–0014). All procedure was performed under isofluorane anesthesia, and all efforts were made to minimize suffering. Briefly, A2780/ADR and the freshly isolated CXCR4High and CXCR4Low cells (7 x 105) suspended in PBS (100 μL) were injected into the flank of 6-week-old female SCID (SHO) mice (Charles River Laboratories, Wilmington, MA). The resulting tumors were measured with digital calipers and tumor volumes were calculated as follows: volume = length x width2 x 0.52. Samples of each tumor were fixed immediately in 10% (v/v) formaldehyde for further histology studies. Immunohistochemistry stainings were performed on the deparafiinized sections (6 μm), using antihuman CXCR4 monoclonal antibody (ab2074, Abcam, Cambridge, MA) and CD31 (1:100, ab125212, Abcam, Cambridge, MA).

For flow cytometry analysis, SKOV-3/GFP-Luc cells (2 x 106) suspended in PBS (100 μL) were injected into the flank of 6-week-old female SCID (SHO) mice. When tumor reached approximately 100 mm3 (approximately 14 days following inoculation), mice were randomized into two groups (n = 4/group) for treatment with doxorubicin (5 mg/kg) in PBS (200 μL) or vehicle only via tail vein injections. After 72 h, tumor tissue was minced and digested with an enzyme cocktail (collagenase A, elastase, and DNase I, Roche Applied Science) in PBS at 37°C for 1 hr. The cell suspension was strained through a 40 μm cell strainer (BD Biosciences). Cell were washed with PBS three times and analyzed through flow cytometry.

Statistics

All experiments were carried out three times. The results are presented as mean ± SD. For statistical comparisons, Graph Pad Prism 7.0 software was used to determine p-values using Student’s t-test and two-way ANOVA. The significance levels were set at *p<0.05, **p<0.01, and ***p<0.001.

Results

Chemotherapy transiently induces CXCR4Low-High cell state transition in human ovarian cancer

For many years, acquired drug resistance has been interpreted exclusively as a positive selection of distinct populations of innate drug-resistance cancer stem cells (CSCs) or tumor-initiating cells (TICs) after drug treatments [28]. Recently, Sengupta et al demonstrated that breast cancer cells drug resistance through an alternative route that involves a chemotherapy-induced cell state transition [29]. Here, we investigated whether such a dynamic cell state transition occurred in OVC. We first analyzed the phenotypic heterogeneity of A2780 and its doxorubicin-resistant cell lineage (A2780/ADR) by screening for the presence of live (non-fixed) cell subsets that express cell-surface CSC markers (CD44, CD133, and CXCR4) [26, 3035]. FACS analysis showed that A2780 composed with 4.4% of CXCR4High/CD24Low CSC population (CXCR4High). On the other hand, A2780/ADR, treated weekly with doxorubicin to maintain a consistent degree of drug resistance, displayed a significantly higher percentage (10.6%) of CXCR4High (Fig 1A). Interestingly, we could barely detect CD44High/CD24Low and CD133High/CD24Low CSC populations in both A2780 and A2780/ADR. To investigate whether other chemotherapeutic treatments could induce CXCR4High, we incubated A2780 or SKOV-3 with suboptimal concentrations (IC20) of cisplatin, doxorubicin, or paclitaxel, and then performed FACS analysis of the CSC populations. In all cases, the density of CXCR4High was increased significantly after 72 h (Fig 1B). The results were confirmed by the increased CXCR4’s protein and mRNA levels in the cell lysates (Fig 1C and 1D). Interestingly, the drug-induced CXCR4Low-High cell transition only occurred temporarily. When the drugs were withdrawn from the cell lines, the original percentage of CXCR4High was recovered after three passages (Fig 1B). We further investigated whether drug treatments enrich tumoral CXCR4+-C. We treated SCID mice implanted with SK-OV3 (transfected with GFP and luciferase) with doxorubicin. After 72 h, we isolated the live OVC cells (GFP+) from the tumors, and determined the percentage of CXCR4+-C. The CXCR4+-C population in the tumors of the drug-treated mice were significantly higher (7.9 vs. 26%) than in those animals received no treatment (Fig 1E), thus, suggesting that drug treatment could enrich the tumoral CXCR4+-C population in addition to cell cultures.

thumbnail
Fig 1. Chemotherapy transiently induced the CXCR4High cell state transition in human OVC.

(A) Representative FACS analysis showed that A2780/ADR displays a higher percentage of CXCR4High than A2780. Cells were stained with fluorescently labeled anti-CD44, anti-CD133, or anti-CXCR4, and also with anti-CD24. The numbers in the quadrants indicate the average percentage of CXCR4High. (B) Chemotherapy reversibly induced CXCR4High in A2780 and SKOV-3. A comparison of the changes in the cell population 72 h after treatment with suboptimal concentrations of cisplatin (1 μM), doxorubicin (10 nM), and paclitaxel (100 pM). At 72 h after withdrawing the drugs, the percentage of CXCR4High returned to the basal level. (C and D) The drug-induced CXCR4High was confirmed using western blot and real-time PCR analysis of the CXCR4 expression in the cell lysates. All the results represent means ± SD of three independent experiments (t-test, *p<0.05, ***p<0.001). (E) Doxorubicin induces tumoral CXCR4+-C. Mice (n = 3/group) were implanted with SKOV3/GFP-Luc (tagged with GFP and luciferase) and then treated with PBS (control) or doxorubicin (5mg/kg) via IV injection. After 72 h, the tumors were dissociated and analyzed for the percentage of CXCR4+-C by FACS analysis.

https://doi.org/10.1371/journal.pone.0171044.g001

CXCR4High exhibits drug-resistant, mesenchymal, and cancer stem cell properties

The chemotherapy-induced CXCR4High may represent a unique mechanism of acquiring drug resistance. To test this hypothesis, we first isolated CXCR4High and CXCR4Low/CD24Low (CXCR4Low) from A2780/ADR in high purity by flow cytometry (Fig 2A). The difference in CXCR4 expression between the two isolated cell clones was confirmed using western blot and real-time PCR (Fig 2B and 2C). Both cell clones lost purity after 20 days of continuous culturing (three passages in the absence of doxorubicin), as shown by the CXCR4High clone’s dramatically reduction in the CXCR4-positive cell density (from 93% to 25%) and whereas the CXCR4Low clone showed an increase of the CXCR4High population (from 1% to 5%).

thumbnail
Fig 2. CXCR4High displayed drug-resistant and mesenchymal properties.

(A) FACS analysis showed that the freshly isolated CXCR4High and CXCR4Low eventually lost their purity over time. The cells were isolated by flow cytometry using APC-labeled CXCR4 antibody. (B and C) The CXCR4 expressions in A2780/ADR, CXCR4High, and CXCR4Low were determined using western blot and real-time PCR analysis. Results of western blot and real-time PCR were normalized to β-actin expression and the CXCR4 mRNA expression of CXCR4 in A2780/ADR cells were set to 1. (D) Plots of relative cell viability versus different drug treatments reveal that CXCR4High cells were intrinsically drug-resistant. The cell viability was determined by MTS assay. (E) Microscopic images (10x magnification) of CXCR4High and CXCR4Low. The two freshly isolated cell lineages from A2780/ADR display significantly different morphologies. After continuous culturing for 21 days, their morphology became similar, presumably because OVC prefers to maintain an equilibrium state between the two cell populations. (F) Comparison of the cell proliferation among A2780/ADR and its isolated CXCR4High and CXCR4Low lineages. CXCR4High exhibits the similar cell proliferation rate. (G and H) CXCR4High displayed mesenchymal phenotypes, as shown by the higher and lower expressions of the epithelial and mesenchymal markers, respectively, compared to CXCR4Low using western blot and real-time PCR. (I) CXCR4High also displayed higher expressions of cancer stem cell markers. Results of real-time PCR was normalized to β-actin expression and the mRNA gene expression of epithelial, mesenchymal and stem cell markers in CXCR4 High cells were set to 1. All our data represent means ± SD of three independent experiments (t-test, *p<0.05, **p<0.01 and ***p<0.001).

https://doi.org/10.1371/journal.pone.0171044.g002

To investigate whether this small CXCR4High played a significant role in drug resistance, we freshly isolated CXCR4High and CXCR4Low from A2780/ADR and compared their susceptibility to drug treatments. MTS assay showed that CXCR4High was intrinsically resistant to cisplatin, doxorubicin, and paclitaxel (Fig 2D). The IC50 values of each drug toward CXCR4High and its parent A2780/ADR were similar (Table 1). The drug-induced CXCR4High contributed drug-resistance, as removing CXCR4High from A2780/ADR recovered the sensitivity of the cell lines to drug treatments.

thumbnail
Table 1. Comparison of the IC50 values among different drugs against various OVC cell lines or cell clones.

https://doi.org/10.1371/journal.pone.0171044.t001

Increasing studies have shown that chemotherapy induced drug resistance as well as tumorigenesis via epithelial-mesenchymal transition (EMT) in OVC [26, 36]. During our studies, we observed significant differences in the morphology between the isolated CXCR4High and CXCR4Low clones (Fig 2E), suggesting that chemotherapy might also induce the EMT of a small population of OVC cells. Despite the two cell clones showed a similar proliferation rate (Fig 2F), CXCR4High expressed lower E-cadherin (epithelial marker) and higher Vimentin (mesenchymal marker) levels than CXCR4Low (Fig 2G). The real-time PCR analysis also confirmed that CXCR4High expressed lower levels of epithelial markers, including E-cadherin and Occludin, and higher levels of mesenchymal markers, including Fibronectin, Snail, N-cadherin, Twist, Zeb1, Zeb2, and Vimentin (Fig 2H). Moreover, CXCR4High expressed higher level of mRNA stem cell markers including ABCB1, ABCG2, ALDH1, ALDH2, Lin28, and MyD88 (Fig 2I). Our data supported that the drug-resistant CXCR4High population of A2780/ADR displayed mesenchymal CSC-like characteristics.

CXCR4High displays enhanced invasion, migration, and tumor formation properties

The mesenchymal nature of CXCR4High may play significant roles in enhancing the tumor invasion, migration, and formation properties of OVC [26, 33]. This prompted us to investigate the migration properties of CXCR4High. A wound healing assay showed that the cells closed scratched wounds within 48 h, but CXCR4Low was unable to complete the wound healing at this time frame (Fig 3A and 3B). We also performed Boyden chamber assay to confirm the enhanced migration of CXCR4High, and showed that three times more cells migrated through the chamber. When compared to CXCR4Low, CXCR4High also produced larger and more colonies in a soft agar assay. In terms of tumor formation, the subcutaneously implanted CXCR4High initiated a much faster tumor growth rate in SCID mice and after 21 days, the average size of tumors was four times larger than the implanted A2780/ADR and CXCR4Low tumors (Fig 3C). Further immunohistology study showed that the excised CXCR4High tumors consisted of a higher blood vessel density (Fig 3D). This was expected since the SDF-1/CXCR4 axis has been shown to participate in angiogenesis [10]. Taken together, our data strongly suggested that drug-induced CXCR4High plays significant roles in tumor progression.

thumbnail
Fig 3. The freshly isolated CXCR4High showed enhanced invasion, migration, and tumor formation properties compared to the CXCR4Low.

(A) Microscopic images of wound healing, Boyden-chamber, and soft agar colony formation assays. (B) The results were also presented quantitatively to reflect the percentage and number of cells that invaded the wounds and migrated through the chambers, as well as the number of colonies formed. All results are presented as means ± SD of three independent experiments (t-test, **p<0.01 and ***p<0.001). (C) A comparison of the A2780/ADR, CXCR4High and CXCR4Low tumors’ growth rate in SCID mice (n = 5/group). The tumors were subcutaneously implanted on each side of the back of the animals. Data are presented as mean tumor volumes (mm3) ± SD versus time (two-way ANOVA, ***p<0.001). (D) Representative microscope images of the H&E staining and immunohistochemistry of the tumor sections show that CXCR4High tumor consist of higher expressions of CXCR4 and CD31 (blood vessel). Arrows indicate the vascular core areas.

https://doi.org/10.1371/journal.pone.0171044.g003

CXCR4High as a potential therapeutic target for OVC

The enhanced drug resistance, metastasis, and tumor formation indicated that CXCR4High could be a therapeutic target for OVC treatment. Currently, there are several clinical trials of AMD 3100, CTCE-9908, and neutralizing antibody that target SDF-1/CXCR4 signaling. However, simply truncating the SDF-1/CXCR4 signaling by CXCR4 antagonists would only lead to moderate anticancer effects [21, 37]. An approach that can eliminate rather than antagonize CXCR4High may increase the therapeutic efficacy. Here, we synthesized a bifunctional peptide (CXCR4-KLA) composed with a CXCR4-binding sequence (KPVSLSYRC) [38] conjugated to a mitochondrial disruption domain (KLA). Once the peptide is delivered inside a cancer cell via receptor-mediated endocytosis, the intracellular KLA domain can physically disrupt the mitochondrial membrane to induce apoptosis by releasing cytochrome c [27]. We first determined the specificity of the peptide. Initial FACS studies demonstrated that CXCR4-KLA selectively bound to CXCR4High (Fig 4A). MTS assay showed that the peptide was 5-fold more cytotoxic toward CXCR4High than CXCR4Low (Fig 4B). The calculated IC50 values were 2.6 μM and 11.3 μM, respectively. Such a preferential cell-killing effect was further confirmed by CXCR4-KLA selectively reducing the CXCR4-positive cell density in CXCR4High as well as in its parent A2780/ADR over time, as shown in FACS analysis (Fig 4C). The peptide was more potent than AMD3100 or CTCE-9908 (Fig 4D and S1 Fig). When used together with doxorubicin or cisplatin at the suboptimal concentrations (IC20), the drug-peptide combinations executed synergistic cell killing to both CXCR4High and CXCR4Low (Fig 4E).

thumbnail
Fig 4. CXCR4High can be a useful target for OVC treatment.

(A) CXCR4-KLA (labeled with FITC) specifically bound to CXCR4High. Cells were incubated with the peptide (5 μM) in 1.5% (w/v) FBS containing medium for 2h at 37°C prior to performing FACS analysis. (B) CXCR4-KLA displays the preferential cell killing of CXCR4High compared to CXCR4Low. MTS assays were performed on the cells 72 h after incubation with different concentrations (0–100 μM) of the peptide. (C) The specificity of CXCR4-KLA was confirmed by a reduction of the CXCR4High fraction of both CXCR4High and A2780/ADR after treatment with a suboptimal concentration (2 μM) of CXCR4-KLA for 72 h. (D) CXCR4-KLA is more potent than the conventional CXCR4 antagonists, including AMD3100 and CTCE9908, toward A2780, A2780/ADR, and SKOV3. Cells were incubated with the peptide (10 μM) for 72 h prior to determine the cell viability using MTS assay. (E) Using a combination of drugs (doxorubicin or cisplatin) and CXCR4-KLA (at suboptimal concentrations) showed synergistic cell-killing effects on CXCR4High and CXCR4Low (two way ANOVA, ***p<0.001). (F) The drug-peptide combinations also show synergistic cytotoxicity toward A2780, A2780/ADR, and SKOV-3. The drug dosages were selected according to the IC50 values of the drug or peptide alone against individual cell lines. All the experiments were performed in triplicate and the results were presented as means ± SD of three independent experiments (t-test, *p<0.05, **p<0.01, ***p<0.001).

https://doi.org/10.1371/journal.pone.0171044.g004

To demonstrate the therapeutic merits of targeting CXCR4High, we evaluated the cytotoxicity of CXCR4-KLA alone or in combination with other cytotoxic agents toward A2780, A2780/ADR, and SKOV3. Since the potency of a drug is cell-line specific, we first determined the cytotoxicity of individual drugs or peptide toward each cell line (Table 1), and then formulated a drug-peptide combination with the ratio of the drug (doxorubicin or cisplatin) and peptide (CXCR4-KLA) selected according to the calculated IC50 values (e.g., Drug A: Drug B = IC50 of drug A: IC50 of drug B). We also compared the therapeutic efficacy of the drug-peptide combinations with the drug-AMD3100 combinations. Given to the AMD3100 displayed no cytotoxic effect on OVC cell lines (S2 Fig), we used the same dose of CXCR4-KLA and AMD3100 for the comparative study. As expected, drug-peptide combinations (at suboptimal IC20 or IC50 of drug and peptide dosages) were more effective than doxorubicin, cisplatin, AMD3100, or peptide alone, or any of the drug-AMD3100 combinations for eradicating A2780, A2780/ADR, and SKOV-3 (Fig 4F and S3 Fig). This is because using a cytotoxic agent and CXCR4-KLA together could simultaneously eliminate both chemo-sensitive and drug–resistant cancer cells. We also performed Chou-Talalay Plots to confirm that both the doxorubicin-CXCR4-KLA and cisplatin-CXCR4-KLA combinations were synergistic [39], with calculated combination index values of < 1 (S4 Fig). Finally, using a combination of doxorubicin and CXCR4-KLA, we further demonstrated that it could synergistically inhibit the invasion, migration, and colony formation of A2780/ADR and the isolated CXCR4High (Fig 5). Overall, our results strongly suggested that CXCR4-KLA could be used together with other cytotoxic agents to achieve synergistic cell-killing and anti-metastatic effects on OVC.

thumbnail
Fig 5. Using a combination of doxorubicin and CXCR4-KLA could synergistically inhibit invasion, migration, and colonization of OVC.

(A-C) Representative images showing the wound healing, migration, and colony formation assays on A2780/ADR, CXCR4High, and CXCR4Low. The cells were treated with vehicle alone, doxorubicin alone, CXCR4-KLA alone and a combination of the drug and peptide. (D-F) The results were also presented quantitatively to reflect the percentage and number of cells that invaded the wounds and migrated through the chambers, as well as the number of colonies formed. The results expressed on the graph represent the means ± SD of three independent experiments (t-test, *p<0.05, **p<0.01, ***p<0.001).

https://doi.org/10.1371/journal.pone.0171044.g005

Discussion

Most OVC patients respond well to chemotherapy but quickly develop drug resistance, leading to treatment failure. Currently, there is no effective approach to prevent drug resistance in OVC. The five-year survival rate of patients is low, 30–40% [40]. To design new and more effective treatments, it is essential to understand how chemotherapy induces drug resistance. CXCR4 is a cancer stem cell (CSC) marker [26, 41]. In the present studies, we demonstrated that drug treatments caused a dynamic shift of the cell-state equilibrium in OVC cells, a transient increase in CXCR4High cell population. Such a drug-induced transition event only occurred temporarily. Withdrawing the drug treatments returned to the original equilibrium status overtime. Interestingly, CXCR4High and CXCR4Low that were physically isolated from A2780/ADR by flow cytometry was shown to spontaneously re-establish cell-state equilibrium. After three cell passages, the isolated CXCR4High population lost its purity (with 68% of the cells underwent CXCR4High⇒Low transition). On the other hand, a small percentage (4%) of the pure CXCR4Low population transit to CXCR4High over time. Our results were in agreement with the Markov model, which states that cancer cells can stochastically transit between states [42]. We also found the isolated CXCR4Low and CXCR4High were phenotypically different. CXCR4High was not only more resistance to doxorubicin, paclitaxel, or cisplatin treatment but also played a dominant role in controlling acquired and possibly innate drug resistance. A selective removal of CXCR4High from doxorubicin-resistant A2780/ADR could recover the sensitivity to drug treatments. The CXCR4High isolated from A2780/ADR was resistance to paclitaxel and cisplatin in addition to doxorubicin, most likely because of a relative higher expression of ATP-binding cassette sub-family B member 1 (ABCB1), a common cell membrane protein that involves in acquiring multidrug resistance, compared to CXCR4Low. Other studies also supported ABCB1 is associated with paclitaxel-resistant A2780 cell line, leading to cross-drug resistance [43]. However, further studies are required to investigate the role of CXCR4High or its associated SDF-1/CXCR4 axis to regulate ABCB1 or vice versa.

Our studies also showed that SDF-1/CXCR4 axis is involved in EMT of various cancers including lung, pancreatic, hepatic, and ovarian cancers [4446]. Here, it was not a surprise to find CXCR4High displaying mesenchymal-like characteristics, a lower epithelial marker and higher mesenchymal marker levels with enhanced invasion, migration and tumor formation properties compared to CXCR4Low. Given to the dominant role of CXCR4High in acquiring drug resistance and metastatic potential, we suggested that a means to truncate CXCR4High would improve chemotherapeutic treatment outcomes. We designed and synthesized CXCR4-KLA to investigate the therapeutic merits of targeting CXCR4High. Unlike the conventional antagonists that only block the activities of SDF-1/CXCR4 axis, CXCR4-KLA can eliminate CXCR4High. This peptide was shown to be more potent than AMD3100 and CTCE-9908. When used in combination with other cytotoxic agents including doxorubicin and cisplatin, it displays synergistic cytotoxicity and the inhibition of cell invasion, migration, and colony formation in OVC. Currently, there are very few reports of using CXCR4 antagonists in combination therapy of OVC [22, 37]. Overall, we demonstrated that therapeutic strategies designed to eradicate rather than antagonize CXCR4High/CD24Low might offer far-reaching potential as a supportive therapy. One advantage of CXCR4-KLA is that it can be easily modified to target other cancer cells [47]. Given to a tumor consists of heterogeneous cell populations, we could easily replace the binding domain of CXCR4-KLA with other ligands to target other CSCs that express different cell-surface biomarkers such as CD133, CD44, CD117, and MyD88 of OVC in the future [4851]. This can be a useful approach to study the functional roles and targeting benefits of a particular or multiple CSC populations.

Supporting information

S1 Fig. MTS assay.

AMD3100 displayed no cytotoxic effect on the tested OVC cell lines.

https://doi.org/10.1371/journal.pone.0171044.s001

(TIF)

S2 Fig. A comparison of the cytotoxicity among AMD3100, CTCE9908, and CXCR4-KLA towards different OVC cell lines.

CXCR4-KLA is more cytotoxic presumably the peptide induced the apoptosis of CXCR4High rather than antagonize the CSCs.

https://doi.org/10.1371/journal.pone.0171044.s002

(TIF)

S3 Fig. The drug-peptide combinations show synergistic cytotoxicity towards A2780, A2780/ADR, and SKOV-3.

The drug dosages were selected according to the IC20 values of the drug or peptide alone against individual cell lines. All the experiments were performed in triplicate and the results were presented as means ± SD of three independent experiments (t-test, *p<0.05, **p<0.01, ***p<0.001).

https://doi.org/10.1371/journal.pone.0171044.s003

(TIF)

S4 Fig. Chou-Talalay Plot of different drug combinations tested on various OVC cell lines.

The data show that the calculated combination index (CI values) of doxorubicin-CXCR4-KLA and cisplatin-CXCR4-KLA combinations. Both drug combinations show synergistic cell killing (CI<1) at doses that kill more than 60% of the cells (where Fraction affected = 1-relative cell viability). Methods: Different concentrations of doxorubicin, cisplatin, or peptide alone, or the drug-peptide combinations (applied with drug ratios based on the IC50 values of drugs or peptide alone towards individual cell lines) were added to cancer cells pre-seeded in a 96-well plate (2000 cells) for incubation. After 72 h, the cell viability was determined by MTS assay. The data were analyzed using the CalcuSyn software as previously described [39]. Data are averages of triplicate determinations ± SEM.

https://doi.org/10.1371/journal.pone.0171044.s004

(TIF)

S1 Table. A list of the primers used for RT-PCR analysis.

https://doi.org/10.1371/journal.pone.0171044.s005

(DOCX)

Author Contributions

  1. Conceptualization: BL.
  2. Data curation: HL.
  3. Formal analysis: HL BL.
  4. Funding acquisition: BL.
  5. Investigation: HL VB BL.
  6. Methodology: HL.
  7. Project administration: BL.
  8. Resources: BL.
  9. Software: BL.
  10. Supervision: BL.
  11. Validation: BL.
  12. Visualization: BL.
  13. Writing – original draft: HL.
  14. Writing – review & editing: BL.

References

  1. 1. Hall JM, Korach KS. Stromal cell-derived factor 1, a novel target of estrogen receptor action, mediates the mitogenic effects of estradiol in ovarian and breast cancer cells. Mol Endocrinol. 2003;17(5):792–803. pmid:12586845
  2. 2. Margolin DA, Silinsky J, Grimes C, Spencer N, Aycock M, Green H, et al. Lymph node stromal cells enhance drug-resistant colon cancer cell tumor formation through SDF-1alpha/CXCR4 paracrine signaling. Neoplasia. 2011;13(9):874–86. pmid:21969820
  3. 3. Jankowski K, Kucia M, Wysoczynski M, Reca R, Zhao D, Trzyna E, et al. Both hepatocyte growth factor (HGF) and stromal-derived factor-1 regulate the metastatic behavior of human rhabdomyosarcoma cells, but only HGF enhances their resistance to radiochemotherapy. Cancer Res. 2003;63(22):7926–35. pmid:14633723
  4. 4. Porcile C, Bajetto A, Barbero S, Pirani P, Schettini G. CXCR4 activation induces epidermal growth factor receptor transactivation in an ovarian cancer cell line. Ann N Y Acad Sci. 2004;1030:162–9. pmid:15659794
  5. 5. Rhodes LV, Short SP, Neel NF, Salvo VA, Zhu Y, Elliott S, et al. Cytokine receptor CXCR4 mediates estrogen-independent tumorigenesis, metastasis, and resistance to endocrine therapy in human breast cancer. Cancer Res. 2011;71(2):603–13. pmid:21123450
  6. 6. Singh S, Srivastava SK, Bhardwaj A, Owen LB, Singh AP. CXCL12-CXCR4 signalling axis confers gemcitabine resistance to pancreatic cancer cells: a novel target for therapy. Br J Cancer. 2010;103(11):1671–9. pmid:21045835
  7. 7. Chiaramonte R, Colombo M, Bulfamante G, Falleni M, Tosi D, Garavelli S, et al. Notch pathway promotes ovarian cancer growth and migration via CXCR4/SDF1alpha chemokine system. Int J Biochem Cell Biol. 2015;66:134–40. pmid:26235278
  8. 8. Huang AF, Chen MW, Huang SM, Kao CL, Lai HC, Chan JY. CD164 regulates the tumorigenesis of ovarian surface epithelial cells through the SDF-1alpha/CXCR4 axis. Mol Cancer. 2013;12(1):115. pmid:24094005
  9. 9. Huang K, Kiefer C, Kamal A. Novel role for NFAT3 in ERK-mediated regulation of CXCR4. PLoS One. 2014;9(12):e115249. pmid:25514788
  10. 10. Kryczek I, Lange A, Mottram P, Alvarez X, Cheng P, Hogan M, et al. CXCL12 and vascular endothelial growth factor synergistically induce neoangiogenesis in human ovarian cancers. Cancer Res. 2005;65(2):465–72. pmid:15695388
  11. 11. Xue B, Wu W, Huang K, Xie T, Xu X, Zhang H, et al. Stromal cell-derived factor-1 (SDF-1) enhances cells invasion by alphavbeta6 integrin-mediated signaling in ovarian cancer. Mol Cell Biochem. 2013;380(1–2):177–84. pmid:23615713
  12. 12. Yu ZH, Liu T, Zhao YH, Huang YY, Gao YT. Cisplatin targets the stromal cell-derived factor-1-CXC chemokine receptor type 4 axis to suppress metastasis and invasion of ovarian cancer-initiating cells. Tumour Biol. 2014;35(5):4637–44. pmid:24408020
  13. 13. Kajiyama H, Shibata K, Terauchi M, Ino K, Nawa A, Kikkawa F. Involvement of SDF-1alpha/CXCR4 axis in the enhanced peritoneal metastasis of epithelial ovarian carcinoma. Int J Cancer. 2008;122(1):91–9. pmid:17893878
  14. 14. Li J, Jiang K, Qiu X, Li M, Hao Q, Wei L, et al. Overexpression of CXCR4 is significantly associated with cisplatin-based chemotherapy resistance and can be a prognostic factor in epithelial ovarian cancer. BMB Rep. 2014;47(1):33–8. pmid:24209634
  15. 15. Popple A, Durrant LG, Spendlove I, Rolland P, Scott IV, Deen S, et al. The chemokine, CXCL12, is an independent predictor of poor survival in ovarian cancer. Br J Cancer. 2012;106(7):1306–13. pmid:22415233
  16. 16. Scotton CJ, Wilson JL, Scott K, Stamp G, Wilbanks GD, Fricker S, et al. Multiple actions of the chemokine CXCL12 on epithelial tumor cells in human ovarian cancer. Cancer Res. 2002;62(20):5930–8. pmid:12384559
  17. 17. Burger M, Hartmann T, Krome M, Rawluk J, Tamamura H, Fujii N, et al. Small peptide inhibitors of the CXCR4 chemokine receptor (CD184) antagonize the activation, migration, and antiapoptotic responses of CXCL12 in chronic lymphocytic leukemia B cells. Blood. 2005;106(5):1824–30. pmid:15905192
  18. 18. Gravina GL, Mancini A, Muzi P, Ventura L, Biordi L, Ricevuto E, et al. CXCR4 pharmacogical inhibition reduces bone and soft tissue metastatic burden by affecting tumor growth and tumorigenic potential in prostate cancer preclinical models. Prostate. 2015;75(12):1227–46. pmid:26073897
  19. 19. Takenaga M, Tamamura H, Hiramatsu K, Nakamura N, Yamaguchi Y, Kitagawa A, et al. A single treatment with microcapsules containing a CXCR4 antagonist suppresses pulmonary metastasis of murine melanoma. Biochem Biophys Res Commun. 2004;320(1):226–32. pmid:15207725
  20. 20. Liu W, Wang Y, Wang H, Wang A. Anticancer effects of chemokine receptor 4(CXCR4) gene silenced by CXCR4-siRNA in nude mice model of ovarian cancer. Cell Biochem Biophys. 2014;70(3):1893–900. pmid:25149650
  21. 21. Righi E, Kashiwagi S, Yuan J, Santosuosso M, Leblanc P, Ingraham R, et al. CXCL12/CXCR4 blockade induces multimodal antitumor effects that prolong survival in an immunocompetent mouse model of ovarian cancer. Cancer Res. 2011;71(16):5522–34. pmid:21742774
  22. 22. Kwong J, Kulbe H, Wong D, Chakravarty P, Balkwill F. An antagonist of the chemokine receptor CXCR4 induces mitotic catastrophe in ovarian cancer cells. Mol Cancer Ther. 2009;8(7):1893–905. pmid:19567818
  23. 23. Lis R, Touboul C, Mirshahi P, Ali F, Mathew S, Nolan DJ, et al. Tumor associated mesenchymal stem cells protects ovarian cancer cells from hyperthermia through CXCL12. Int J Cancer. 2011;128(3):715–25. pmid:20725999
  24. 24. Forster R, Kremmer E, Schubel A, Breitfeld D, Kleinschmidt A, Nerl C, et al. Intracellular and surface expression of the HIV-1 coreceptor CXCR4/fusin on various leukocyte subsets: rapid internalization and recycling upon activation. J Immunol. 1998;160(3):1522–31. pmid:9570576
  25. 25. Hsu EL, Chen N, Westbrook A, Wang F, Zhang R, Taylor RT, et al. CXCR4 and CXCL12 down-regulation: a novel mechanism for the chemoprotection of 3,3'-diindolylmethane for breast and ovarian cancers. Cancer Lett. 2008;265(1):113–23. pmid:18378071
  26. 26. Cioffi M, D'Alterio C, Camerlingo R, Tirino V, Consales C, Riccio A, et al. Identification of a distinct population of CD133(+)CXCR4(+) cancer stem cells in ovarian cancer. Sci Rep. 2015;5:10357. pmid:26020117
  27. 27. Law B, Quinti L, Choi Y, Weissleder R, Tung CH. A mitochondrial targeted fusion peptide exhibits remarkable cytotoxicity. Mol Cancer Ther. 2006;5(8):1944–9. pmid:16928814
  28. 28. Visvader JE, Lindeman GJ. Cancer stem cells in solid tumours: accumulating evidence and unresolved questions. Nat Rev Cancer. 2008;8(10):755–68. pmid:18784658
  29. 29. Goldman A, Majumder B, Dhawan A, Ravi S, Goldman D, Kohandel M, et al. Temporally sequenced anticancer drugs overcome adaptive resistance by targeting a vulnerable chemotherapy-induced phenotypic transition. Nat Commun. 2015;6:6139. pmid:25669750
  30. 30. Baba T, Convery PA, Matsumura N, Whitaker RS, Kondoh E, Perry T, et al. Epigenetic regulation of CD133 and tumorigenicity of CD133+ ovarian cancer cells. Oncogene. 2009;28(2):209–18. pmid:18836486
  31. 31. Cain JW, Hauptschein RS, Stewart JK, Bagci T, Sahagian GG, Jay DG. Identification of CD44 as a surface biomarker for drug resistance by surface proteome signature technology. Molecular cancer research: MCR. 2011;9(5):637–47. pmid:21357442
  32. 32. Gao Y, Foster R, Yang X, Feng Y, Shen JK, Mankin HJ, et al. Up-regulation of CD44 in the development of metastasis, recurrence and drug resistance of ovarian cancer. Oncotarget. 2015;6(11):9313–26. pmid:25823654
  33. 33. Meng E, Long B, Sullivan P, McClellan S, Finan MA, Reed E, et al. CD44+/CD24- ovarian cancer cells demonstrate cancer stem cell properties and correlate to survival. Clin Exp Metastasis. 2012;29(8):939–48. pmid:22610780
  34. 34. Shi MF, Jiao J, Lu WG, Ye F, Ma D, Dong QG, et al. Identification of cancer stem cell-like cells from human epithelial ovarian carcinoma cell line. Cell Mol Life Sci. 2010;67(22):3915–25. pmid:20549538
  35. 35. Ween MP, Oehler MK, Ricciardelli C. Role of versican, hyaluronan and CD44 in ovarian cancer metastasis. Int J Mol Sci. 2011;12(2):1009–29. pmid:21541039
  36. 36. Long H, Xiang T, Qi W, Huang J, Chen J, He L, et al. CD133+ ovarian cancer stem-like cells promote non-stem cancer cell metastasis via CCL5 induced epithelial-mesenchymal transition. Oncotarget. 2015;6(8):5846–59. pmid:25788271
  37. 37. Salomonnson E, Stacer AC, Ehrlich A, Luker KE, Luker GD. Imaging CXCL12-CXCR4 signaling in ovarian cancer therapy. PLoS One. 2013;8(1):e51500. pmid:23372646
  38. 38. Elisseeva EL, Slupsky CM, Crump MP, Clark-Lewis I, Sykes BD. NMR studies of active N-terminal peptides of stromal cell-derived factor-1. Structural basis for receptor binding. J Biol Chem. 2000;275(35):26799–805. pmid:10846182
  39. 39. Chou TC. Theoretical basis, experimental design, and computerized simulation of synergism and antagonism in drug combination studies. Pharmacol Rev. 2006;58(3):621–81. pmid:16968952
  40. 40. Siegel RL, Miller KD, Jemal A. Cancer statistics, 2015. CA Cancer J Clin. 2015;65(1):5–29. pmid:25559415
  41. 41. Chen Y, Wang S, Bu S, Xu M, Lai D. Low-dose cisplatin-induced CXCR4 expression promotes proliferation of ovarian cancer stem-like cells. Acta Biochim Biophys Sin (Shanghai). 2016;48(3):282–9.
  42. 42. Gupta PB, Fillmore CM, Jiang G, Shapira SD, Tao K, Kuperwasser C, et al. Stochastic state transitions give rise to phenotypic equilibrium in populations of cancer cells. Cell. 2011;146(4):633–44. pmid:21854987
  43. 43. Ma W, Feng S, Yao X, Yuan Z, Liu L, Xie Y. Nobiletin enhances the efficacy of chemotherapeutic agents in ABCB1 overexpression cancer cells. Sci Rep. 2015;5:18789. pmid:26689156
  44. 44. Li X, Li P, Chang Y, Xu Q, Wu Z, Ma Q, et al. The SDF-1/CXCR4 axis induces epithelial-mesenchymal transition in hepatocellular carcinoma. Mol Cell Biochem. 2014;392(1–2):77–84. pmid:24658853
  45. 45. Kang KS, Choi YP, Gao MQ, Kang S, Kim BG, Lee JH, et al. CD24(+) ovary cancer cells exhibit an invasive mesenchymal phenotype. Biochem Biophys Res Commun. 2013;432(2):333–8. pmid:23396061
  46. 46. Li X, Ma Q, Xu Q, Liu H, Lei J, Duan W, et al. SDF-1/CXCR4 signaling induces pancreatic cancer cell invasion and epithelial-mesenchymal transition in vitro through non-canonical activation of Hedgehog pathway. Cancer Lett. 2012;322(2):169–76. pmid:22450749
  47. 47. Jung HK, Kim S, Park RW, Park JY, Kim IS, Lee B. Bladder tumor-targeted delivery of pro-apoptotic peptide for cancer therapy. J Control Release. 2016;235:259–67. pmid:27282414
  48. 48. Alvero AB, Chen R, Fu HH, Montagna M, Schwartz PE, Rutherford T, et al. Molecular phenotyping of human ovarian cancer stem cells unravels the mechanisms for repair and chemoresistance. Cell Cycle. 2009;8(1):158–66. pmid:19158483
  49. 49. Casagrande F, Cocco E, Bellone S, Richter CE, Bellone M, Todeschini P, et al. Eradication of chemotherapy-resistant CD44+ human ovarian cancer stem cells in mice by intraperitoneal administration of Clostridium perfringens enterotoxin. Cancer. 2011;117(24):5519–28. pmid:21692061
  50. 50. Ferrandina G, Bonanno G, Pierelli L, Perillo A, Procoli A, Mariotti A, et al. Expression of CD133-1 and CD133-2 in ovarian cancer. Int J Gynecol Cancer. 2008;18(3):506–14. pmid:17868344
  51. 51. Zhang S, Balch C, Chan MW, Lai HC, Matei D, Schilder JM, et al. Identification and characterization of ovarian cancer-initiating cells from primary human tumors. Cancer Res. 2008;68(11):4311–20. pmid:18519691