Literature DB >> 27234159

Notch4+ cancer stem-like cells promote the metastatic and invasive ability of melanoma.

Xian Lin1, Baocun Sun1,2,3, Dongwang Zhu4, Xiulan Zhao1,3, Ran Sun5, Yanhui Zhang2, Danfang Zhang1, Xueyi Dong1, Qiang Gu1,3, Yanlei Li1, Fang Liu1.   

Abstract

Sphere formation in conditioned serum-free culture medium supplemented with epidermal growth factor and basic fibroblast growth factor (tumorospheres) is considered useful for the enrichment of cancer stem-like cells, also known as tumor-initiating cells. We used a gene expression microarray to investigate the gene expression profile of melanoma cancer stem-like cells (MCSLCs). The results showed that MCSLCs highly expressed the following Notch signaling pathway molecules: Notch3 (NM_008716), Notch4 (NM_010929), Dtx4 (NM_172442), and JAG2 (NM_010588). Immunofluorescence staining showed tumorosphere cells highly expressed Notch4. Notch4(high) B16F10 cells were isolated by FACS, and Western blotting showed that high Notch4 expression is related to the expression of epithelial-mesenchymal transition (EMT)-associated proteins. Reduced invasive and migratory properties concomitant with the downregulation of the EMT markers Twist1, vimentin, and VE-cadherin and the overexpression of E-cadherin was observed in human melanoma A375 and MUM-2B cells. In these cells, Notch4 was also downregulated, both by Notch4 gene knockdown and by application of the γ-secretase inhibitor, DAPT. Mechanistically, the re-overexpression of Twist1 by the transfection of cells with a Twist1 expression plasmid led to an increase in VE-cadherin expression and a decrease in E-cadherin expression. Immunohistochemical analysis of 120 human melanoma tissues revealed a significant correlation between the high expression of Notch4 and the metastasis of melanoma. Taken together, our findings indicate that Notch4+ MCSLCs trigger EMT and promote the metastasis of melanoma cells.
© 2016 The Authors. Cancer Science published by John Wiley & Sons Australia, Ltd on behalf of Japanese Cancer Association.

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Keywords:  Cancer stem cell; Notch4 protein; Twist1; epithelial-mesenchymal transition; melanoma

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Year:  2016        PMID: 27234159      PMCID: PMC4982579          DOI: 10.1111/cas.12978

Source DB:  PubMed          Journal:  Cancer Sci        ISSN: 1347-9032            Impact factor:   6.716


Accumulating evidence has revealed that malignant solid tumors, including melanoma, contain cancer stem‐like cells, also known as tumor‐initiating cells.1, 2, 3, 4, 5 The properties of infinite proliferation, self‐renewal, and chemoresistance as well as the ability of these cells to differentiate into mature, specialized cancer cell types may be responsible for tumor initiation, metastasis, and the high mortality rate of cancer patients.6, 7, 8 Recent research identified a side‐population of cells and several proteins as markers for cancer stem cells (CSCs).9, 10 CD44, CD133, ABCG2, ABCB5, OCT4, and CD271 (nerve growth factor receptor [NGFR]) are considered markers of melanoma CSCs.11, 12, 13, 14 Alternatively, as a functional approach, the enrichment of a potential CSC subpopulation may be accomplished using a sphere formation assay. In this assay, conditioned serum‐free culture medium (SFM) supplemented with epidermal growth factor and basic fibroblast growth factor is used in the generation of tumorospheres; this method has been considered useful for the enrichment of CSCs.12, 15, 16, 17 Recent studies have revealed the plasticity of cancer cells, as differentiated cancer cells can transform through epithelial–mesenchymal transition (EMT) so that they possess cancer stem‐like properties.18 Other researchers revealed that sphere‐forming cells have enhanced migratory/invasive properties.6, 19, 20, 21 To further investigate melanoma cancer stem‐like cells (MCSLCs), we analyzed MCSLCs that were enriched by the tumorosphere formation assay described above. We also used a gene expression microarray to investigate the gene expression profile of MCSLC. Our results indicated that the Notch4 protein was significantly highly expressed in MCSLCs, which indicates a poor prognosis in individuals with melanoma. Moreover, Notch4 promotes metastasis of melanoma through the Twist/VE‐cadherin/E‐cadherin pathway.

Materials and Methods

Melanoma cell lines, tumorospheres, and multicellular tumor spheroid model

The B16F10, A375 A875, MUM‐2C and MUM‐2B melanoma cell lines were obtained from China Infrastructure of Cell Line Resources (Beijing, China). Tumorospheres and the multicellular tumor spheroid (MTS) model were cultured in a serum‐free system as previously described.22, 23 Third‐generation/tertiary suspension cells were used for all subsequent experiments.

Microarray and bioinformatic analyses

The total RNA of tumorospheres (test group) and MTS (control group) were extracted using TRIzol reagent (Invitrogen, Carlsbad, CA, USA). Briefly, the extracted RNA was labeled and hybridized on an Agilent Mouse Gene Expression Microarray (8*60K, design ID: 028005; Agilent Technologies, Santa Clara, CA, USA) by Oebiotech Co. (Shanghai, China). Statistical analyses and data normalization were carried out using GeneSpring (version 12.5) software (Agilent Technologies). Differentially expressed genes were then identified through fold changes as well as through P‐values calculated by t‐test. The threshold set for upregulated and downregulated genes was a fold change ≥2.0 and a P‐value ≤0.05.

Fluorescence‐activated cell sorting

B16F10 cells cultured as a monolayer were digested with EDTA–trypsin and collected. Non‐specific antigens were blocked with 0.5% FBS. A Notch4 antibody (Abcam, Cambridge, MA, USA) was added to the B16F10 cells at a 1:400 dilution. The cells were then incubated for 1 h with an Alexa Fluor 488 goat anti‐rabbit IgG, which served as the secondary antibody, at a 1:1000 dilution. Labeled B16F10 cells were sorted by a FACS Vantage SE/DiVa cell sorter with FACS DiVa software (BD Biosciences, San Jose, CA, USA).

Cell immunofluorescence method

The cells were plated onto coverslips and fixed with cold methanol on ice for 10 min. The cells were blocked with 5% FCS and were incubated with primary antibodies Notch4 (1:500 dilution) and vimentin (1:250 dilution) overnight at 4°C. Then FITC‐conjugated secondary antibodies were added and the cells were incubated at 37°C for 1 h. The sections were counterstained with DAPI and were observed using a fluorescence microscope at ×200 magnification (80i; Nikon, Shinagawa, Tokyo, Japan).

Western blot analysis

The cell lysates were resolved by SDS‐PAGE and transferred onto PVDF membranes (Millipore, Billerica, MA, USA). Blots were blocked and incubated with primary antibodies overnight at 4°C. The membranes were then incubated with the secondary antibody at 37°C for 2 h. The enhanced chemiluminescence method was used to measure protein expression, and GAPDH served as the internal control. Bands were imaged and analyzed using C‐Digit Blotting Scanner (Gene Company, Beijing, China). Details of the antibodies used are shown in Table S1.

Matrigel‐based tube formation assay

The Matrigel‐based tube formation assay was carried out as previously described.24 Matrigel (BD Biosciences) was warmed to room temperature. Before completely thawed, it was transferred onto ice where the liquid was kept for at least 10 min. Then 30 μL Matrigel was added to 96‐well plates at a horizontal level so that the Matrigel was allowed to distribute evenly. The coated plates were incubated for 1 h at 37°C. After the cells (2 × 104) were loaded onto the Matrigel, they were allowed to incubate overnight. The cells were then imaged at ×40 magnification.

Hoechst 33342 staining

A375 and MUM‐2B cells were transfected with the LVRU6MP vector, which expressed mCherry fluorescent protein. Hoechst 33342 dye was added at a final concentration of 5 μg/mL, then the cells were incubated at 37°C for 30 min. After incubation, the cells were gently washed twice in PBS prior to microscopy and image capture.

Notch4 gene silencing

To further detect the role of Notch4 in melanoma cells, stable Notch4 silenced cell lines were generated. Notch4 suppression was mediated by lentiviral infection using OmicsLink shRNA expression clones (catalog no. HSH011877‐LVRU6MP; GeneCopoeia, Rockville, MD, USA). The target sequence is described in Table S2 and is shown in figures from “shNotch4‐1”to “shNotch4‐4”. A non‐silencing shRNA sequence without the Notch4 shRNA component was used as the negative control (catalog no.: CSHCTR001‐LVRU6MP). Approximately 3 × 105 melanoma cells/well were plated in 6‐well plates. Twenty‐four hours later, A375 and MUM‐2B cells were transfected with specific or negative control lentiviral vectors with the Lenti‐Pac HIV packaging kit (catalog no. HPK‐LvTR‐20; Genecopoeia) according to the manufacturer's instructions. Ninety‐six hours after transfection, the transfected cells were observed under a fluorescence microscope (Nikon). As the lentiviral vector contains an mCherry Fluorescent Protein (mCFP) expression cassette, the cell transfection rate, which was directly observable, reached 90%.

Transwell invasion/migration assay

In all, 1 × 105 cells in 100 μL culture medium without FBS were seeded into the upper chamber with or without Matrigel (1 mg/mL; BD Biosciences); the wells contained polyethylene terephthalate filters with a porosity of 8 mm (Invitrogen). The lower chamber was filled with medium supplemented with 10% FBS. After 36 h for MUM‐2B cells and 48 h for A375 cells, the invading or migrating cells were fixed in cold methanol and stained with 0.5% crystal violet. The number of invading/migrating cells was counted in three fields using an inverted light microscope (Nikon) at ×100 magnification. Each experiment was carried out in triplicate.

Wound healing assay

In all, 5 × 105 cells were seeded and allowed to grow to 90% confluence. A wound was created on the cell monolayer using a pipette tip, and cell motility was assessed by measuring the amount of cell movement into the scraped area. Images were captured at regular time intervals. The speed of wound closure was monitored after 12 and 24 h by a measurement of the ratio of the distance of the wound at 0 h. Each experiment was carried out in triplicate.

Real‐time PCR

Total RNA from melanoma cells was isolated using TRIzol reagent (Invitrogen). Synthesis of cDNA was carried out with a QuantScript RT Kit (Tiangen Biotech, Beijing, China) according to the manufacturer's instructions. Quantitative RT‐PCR was carried out in an ABI 7500 Real‐Time PCR System (Applied Biosystems, Foster City, CA, USA) with real‐time PCR Master Mix (SYBR Green). The PCR primers are listed in Table S2. GAPDH was selected as the endogenous control in this assay, and the 2−ΔΔCt method was used to analyze the relative gene expression data.25

Drug treatment

For the suppression of Notch signaling, DAPT was prepared as a 10‐μM stock in DMSO (catalog no. D5942; Sigma‐Aldrich, St. Louis, MO, USA). Cells were treated with DMSO or DAPT (10 μM) and were analyzed after 72 h.

Collection of patient samples

In all, 120 primary tumor specimens were obtained from the Tumor Tissue Bank of the Tianjin Cancer Hospital (Tianjin, China). The specimens were excised from patients with melanoma who underwent surgical resection at the Tianjin Medical University Cancer Institute and Hospital in China between January 1999 and December 2010. All tissue sections were reviewed by a pathologist and were assessed according to the 2010 WHO Classification of Tumors: Pathology and Genetics of Skin Tumors. The use of patient specimens was approved by the Institutional Research Committee. Detailed pathologic and clinical data were collected for all samples and are shown in Table S3.

Immunohistochemical staining and scoring

Immunohistochemistry was carried out as previously described.26 Tissue sections were deparaffinized and rehydrated and the endogenous peroxidase was quenched. After antigen retrieval using a microwave and the blocking of non‐specific binding, the sections were then incubated with anti‐Notch4 antibody (catalog no. ab134831; Abcam) at a dilution of 1:500 overnight at 4°C. Phosphate‐buffered saline was used as a negative control in place of the primary antibody. The sections were then incubated with the secondary antibody, developed with 3,3′‐diaminobenzidine and counterstained with hematoxylin. Evaluation of the sections was carried out independently by two pathologists, and the staining results were semiquantitatively assessed according to both the percentage of positive neoplastic cells and the immunostaining intensity in individual tumor cells. In all, 100 tumor cells per field in 10 microscopic fields in each section were counted at a high magnification. The initial scoring was undertaken based on the extent of staining on a scale of 0–4, as follows: 0, ≤10%; 1, 10–25%; 2, 26–50%; 3, 51–75%; and 4, ≥76–100%. The intensity of staining was scored on a scale of 0–3, as follows: 0, no appreciable staining in tumor cells; 1, barely detectable staining in the cytoplasm compared with the stromal elements; 2, moderate staining; 3, strong staining in tumor cells that obscures the cytoplasm. After the values were summed (extent + intensity), the scores ranged from 0 to 6. With regards to statistical analysis, a total score of 0–2 was considered low expression; scores of 3–6 were considered high expression.

Statistical analysis

All data were analyzed with spss 19.0 (SPSS, Chicago, IL, USA). The measurement data are shown as the mean ± SD. Student's t‐test was used to determine the differences between two groups. The χ2‐test was used to test the relationship of Notch4 expression and melanoma. The survival rates were calculated by the life table method and the Wilcoxon test for statistical analysis. P < 0.05 was considered statistically significant.

Results

Gene expression in MCSLCs enriched by the tumorosphere formation assay. To investigate the gene expression profile of MCSLCs (by the tumorosphere formation assay), an Agilent Mouse Gene Expression Microarray was used. Cultured suspension cells that were used to generate an MTS model were used as controls. The gene expression analysis showed 3760 differentially expressed genes, including 1699 upregulated genes and 2061 downregulated genes (Fig. 1a). The expression levels of Notch3 (NM_008716), Notch4 (NM_010929), Dtx4 (NM_172442), JAG2 (NM_010588) Pofut (NM_080463), Sox4 (NM_009238), Wnt10a (NM_009518), NGFR (NM_033217), ABCA8 (NM_013851), and ABCA1 (NM_013454) were assessed. The fold changes according to the gene expression arrays are shown in Figure 1(b). Moreover, quantitative real‐time (q)RT‐PCR was carried out to identify the changes in expression levels. The qRT‐PCR results showed that MCSLCs expressed higher levels of the cancer stem cell‐related gene NGFR (also called CD271).27 The qRT‐PCR results also showed that Notch4 was significantly highly expressed in MCSLCs (Fig. 1c). Then, we determined whether an association could be found between Notch4 overexpression and stem cell properties, invasion, or metastasis in melanoma.
Figure 1

Notch4 was highly expressed in melanoma cancer stem‐like cells (MCSLCs) and was associated with the expression of epithelial–mesenchymal transition (EMT) proteins. (a) Agilent Mouse 8x60K microarrays were used to analyze gene expression in MCSLCs enriched from tumorospheres of B16F10 cells (test group) (multicellular tumor spheroid of B16F10 cells were used as a control). The gene expression analysis showed 3760 differentially expressed genes, including 1699 upregulated genes and 2061 downregulated genes (genes with a fold change ≥2 and a P‐value (t‐test) <0.05 were collected). (b) Changes in the expression of Notch3, Notch4, Dtx4, JAG2, Pofut, SOX4, Wnt10a, NGFR, ABCA8, and ABCA1. (c) Quantitative real‐time PCR identified changes in expression levels. (d) Notch4high B16F10 cells were isolated and found to express high levels of Twist1 and VE‐cadherin, whereas the expression of E‐cadherin was inhibited. (e–g) Grey analysis showed that the differences were statistically significant. (h) Sphere‐forming B16F10 cells (MCSLCs) expressed high levels of Notch4 protein. *P < 0.05, **P < 0.001.

Notch4 was highly expressed in melanoma cancer stem‐like cells (MCSLCs) and was associated with the expression of epithelial–mesenchymal transition (EMT) proteins. (a) Agilent Mouse 8x60K microarrays were used to analyze gene expression in MCSLCs enriched from tumorospheres of B16F10 cells (test group) (multicellular tumor spheroid of B16F10 cells were used as a control). The gene expression analysis showed 3760 differentially expressed genes, including 1699 upregulated genes and 2061 downregulated genes (genes with a fold change ≥2 and a P‐value (t‐test) <0.05 were collected). (b) Changes in the expression of Notch3, Notch4, Dtx4, JAG2, Pofut, SOX4, Wnt10a, NGFR, ABCA8, and ABCA1. (c) Quantitative real‐time PCR identified changes in expression levels. (d) Notch4high B16F10 cells were isolated and found to express high levels of Twist1 and VE‐cadherin, whereas the expression of E‐cadherin was inhibited. (e–g) Grey analysis showed that the differences were statistically significant. (h) Sphere‐forming B16F10 cells (MCSLCs) expressed high levels of Notch4 protein. *P < 0.05, **P < 0.001. The morphological differences of these two kind of melanoma spheroids are shown in Figure S1. Notch4high B16F10 cells expressed high levels of EMT‐related proteins and MCSLCs expressed high levels of Notch4 protein. To detect the role of Notch4 expression in melanoma, Notch4high B16F10 cell was isolated by FACS. The efficiency of isolation and the subsequent determination of EMT‐related protein expression were ascertained by Western blotting. Flow cytometry results showed that 2.8% of B16F10 cells expressed Notch4 protein on the cell surface. Results of Western blot analysis are illustrated in Figure 1(d). A Grey analysis revealed that Notch4high B16F10 cells expressed high levels of Notch4 and Jagg2 proteins (Fig. 1e). The EMT‐related index of VE‐cadherin and Twist1 expression showed that these two proteins were expressed at higher levels in Notch4high B16F10 cells compared with Notch4low B16F10 cells (Fig. 1f). Notch4high B16F10 cells also showed higher Sox2 expression and lower cMyc expression (Fig. 1g). As immunofluorescence staining illustrated, sphere‐forming B16F10 cells expressed high levels of Notch4 protein (Fig. 1h). Notch4 expression in human melanoma cell lines and its relationship to sphere formation. We next detected the expression of Notch4 protein in the human melanoma cell lines A875, A375, MUM‐2C, and MUM‐2B. Western blotting results showed that A375 and MUM‐2B cells expressed high levels of Notch4 protein (Fig. 2a). Immunofluorescence staining identified the expression of Notch4 in A375 and MUM‐2B cells (Fig. 2b). As shown in Figure 2(c), sphere‐forming of A375 and MUM‐2B cells expressed high levels of Notch4 protein. Both A375 and MUM‐2B cells that were transfected with the psi‐LVRU6MP vector, which expressed the mCherry protein, demonstrated vasculogenic mimicry (VM) (Fig. 2c, red circle and white line delineates tumor cells that formed VM). Then we chose MUM‐2B and A375 human melanoma cell lines to determine the role of Notch4 in melanoma.
Figure 2

A375 and MUM‐2B cells expressed high levels of Notch4 and showed the capacity of vasculogenic mimicry (VM) formation. (a) Expression of Notch4 in melanoma cell lines A875, A375, MUM‐2C, MUM‐2B, and B16F10 was detected by Western blotting. A375 and MUM‐2B cells expressed high levels of Notch4. The Notch4 protein is a ~210‐kDa heterodimer. The Notch4 protein was split in the lysate, therefore, Western blot analysis detected both the intracellular and extracellular domains of Notch4. (b) Immunofluorescence staining confirmed high Notch4 expression in A375 and MUM‐2B cells. (c) Sphere‐forming A375 and MUM‐2B cells expressed high levels of Notch4 protein. Hoechst 33342 staining and mCherry fluorescent protein expression showed that A375 and MUM‐2B cells could form VM tubes in vitro. The red circle and white line delineate tumor cells that formed VM. A375 cells, ×40 magnification; MUM‐2B cells, ×200 magnification.

A375 and MUM‐2B cells expressed high levels of Notch4 and showed the capacity of vasculogenic mimicry (VM) formation. (a) Expression of Notch4 in melanoma cell lines A875, A375, MUM‐2C, MUM‐2B, and B16F10 was detected by Western blotting. A375 and MUM‐2B cells expressed high levels of Notch4. The Notch4 protein is a ~210‐kDa heterodimer. The Notch4 protein was split in the lysate, therefore, Western blot analysis detected both the intracellular and extracellular domains of Notch4. (b) Immunofluorescence staining confirmed high Notch4 expression in A375 and MUM‐2B cells. (c) Sphere‐forming A375 and MUM‐2B cells expressed high levels of Notch4 protein. Hoechst 33342 staining and mCherry fluorescent protein expression showed that A375 and MUM‐2B cells could form VM tubes in vitro. The red circle and white line delineate tumor cells that formed VM. A375 cells, ×40 magnification; MUM‐2B cells, ×200 magnification.

Notch4 silencing inhibited invasion, migration, and VM formation of melanoma cells

Invasion and migration assay

To detect the role of Notch4 in the invasion and migration of melanoma cells, Transwell invasion and migration assay was used. As shown in Figure 3(a), except for the shNotch4‐2 plasmid, all three shNotch4 plasmids inhibited the migration of A375 cells. Moreover, the four shNotch4 plasmids significantly reduced the invasiveness of the melanoma cell line A375, and these differences were statistically significant (Fig. 3c; *P < 0.05, **P < 0.001, control group vs signal shNotch4 group). All four shNotch4 plasmids inhibited the migration and invasion abilities of MUM‐2B cells (Fig. 3b,c; *P < 0.05, **P < 0.001, control group vs signal shNotch4 group). Our data suggest that Notch4 expression in melanoma cells is related to the invasiveness and migration ability of melanoma cells.
Figure 3

Notch4 silencing reduced cell invasion, migration, and vasculogenic mimicry (VM) formation in melanoma cells. (a–c) The invasion and migration abilities of A375 cells transfected with the LVRU6MP–shNotch4‐1, ‐3, and ‐4 clones and of MUM‐2B cells transfected with the LVRU6MP–shNotch4‐1, ‐2, ‐3, and ‐4 clones were decreased following Notch4 knockdown. The differences have statistical significance. The shNotch4‐2 plasmid increased the migration of A375 cells. **P < 0.001. Magnification, ×100. (d–f) Capacity for VM formation of A375 cells transfected with the LVRU6MP–shNotch4‐2, ‐3, and ‐4 plasmid and that of MUM‐2B cells transfected with the LVRU6MP–shNotch4‐1, ‐2, ‐3, and ‐4 plasmids was inhibited. The shNotch4‐1 plasmid increased VM formation of A375 cells. **P < 0.001. Magnification, ×40.

Notch4 silencing reduced cell invasion, migration, and vasculogenic mimicry (VM) formation in melanoma cells. (a–c) The invasion and migration abilities of A375 cells transfected with the LVRU6MP–shNotch4‐1, ‐3, and ‐4 clones and of MUM‐2B cells transfected with the LVRU6MP–shNotch4‐1, ‐2, ‐3, and ‐4 clones were decreased following Notch4 knockdown. The differences have statistical significance. The shNotch4‐2 plasmid increased the migration of A375 cells. **P < 0.001. Magnification, ×100. (d–f) Capacity for VM formation of A375 cells transfected with the LVRU6MP–shNotch4‐2, ‐3, and ‐4 plasmid and that of MUM‐2B cells transfected with the LVRU6MP–shNotch4‐1, ‐2, ‐3, and ‐4 plasmids was inhibited. The shNotch4‐1 plasmid increased VM formation of A375 cells. **P < 0.001. Magnification, ×40.

Vasculogenic mimicry formation assay

To detect the role of Notch4 in the formation of VM, a Matrigel‐based tube formation assay was used (Fig. 3d). As Figure 3(e) shows, MUM‐2B cells were transfected with four shNotch4 plasmids, which significantly reduced the number of VM in vitro (**P < 0.001). Although transfection with the shNotch4‐1 plasmid increased the number of VM in A375 cells, transfection with the other three shNotch4 plasmids caused a statistically significant decrease in the number of VM (Fig. 3f) (*P < 0.05, *P < 0.001). We speculate that Notch4 expression is related to the VM formation of melanoma.

Wound healing assay

To detect the relationship between Notch4 expression and the migration of melanoma cells, a wound healing assay was undertaken (Fig. 4a). All four shNotch4 plasmids that were transfected to A375 and MUM‐2B cells could inhibit the migration ability of these cells. The differences among the normal/control group, the A375 cells that were transfected with shNotch4 plasmids (at 24 h), and the MUM‐2B cells that were transfected with the same plasmids (at 12 h) were statistically significant (Fig. 4b,c, P < 0.05). Therefore, we believe that Notch4 expression may be related to the migration of melanoma cells.
Figure 4

Notch4 suppression inhibited the migration of melanoma cells and reduced vimentin expression. (a) Wound healing assay (magnification, ×40). (b,c) Quantitative analysis showed a significant difference at 24 h for A375 cells and showed a significant difference at 12 h for MUM‐2B cells. (d) Knockdown of Notch4 decreased the protein expression of vimentin (magnification, ×200).

Notch4 suppression inhibited the migration of melanoma cells and reduced vimentin expression. (a) Wound healing assay (magnification, ×40). (b,c) Quantitative analysis showed a significant difference at 24 h for A375 cells and showed a significant difference at 12 h for MUM‐2B cells. (d) Knockdown of Notch4 decreased the protein expression of vimentin (magnification, ×200). Notch4 silencing decreased expression of EMT‐related proteins in melanoma cells. Because Notch pathway suppression by shRNA inhibited the invasiveness, migration, and VM formation of melanoma cells, we analyzed several potential downstream targets that were previously shown by our group and others to be associated with EMT of tumor cells.28, 29, 30, 31 To determine the role of Notch4 silencing with respect to the EMT‐related index, immunofluorescence staining, Western blot assay, and quantitative real‐time PCR were carried out. Vimentin expression followed by Notch4 suppression in A375 and MUM‐2B cells was validated by immunofluorescence staining (Fig. 4d). Results of Western blot analysis of A375 and MUM‐2B cells are shown in Figures 5 and 6. The effects of transfection were then tested and analyzed (Figs 5b and 6b). Western blot results also showed that the expression of cMyc and Sox2 was increased in A375 cells, whereas the expression of these proteins was decreased in the MUM‐2B cell line (Figs 5c and 6c).
Figure 5

Roles of Notch4 suppression in A375 melanoma cells. (a) Western blotting results. (b) Grey analysis revealed significantly decreased expression of Notch4 protein in A375 cells transfected with the shNotch4‐2, ‐3, and ‐4 clones. (c) Sox2 expression was increased by shNotch4‐2, ‐3, and ‐4. cMyc expression was increased by shNotch4‐1, ‐3, and ‐4 clones and inhibited by the shNotch4‐2 clone. (d) Notch4 suppression decreased Twist1 and VE‐cadherin (CDH5) expression and increased E‐cadherin expression. (e) Expression of the angiogenesis‐related protein vascular endothelial growth factor (VEGF) was decreased when Notch4 expression was suppressed. (f) Quantitative real‐time PCR results showed that Notch4 silencing led to the upregulation of E‐cadherin () gene expression and a decrease in Twist1 and VE‐cadherin () expression. *P < 0.05, **P < 0.001.

Figure 6

Roles of Notch4 suppression in MUM‐2B melanoma cells. (a) Western blotting results. (b) Grey analysis revealed a significantly decreased expression of Notch4 protein in MUM‐2B cells transfected with the shNotch4‐1, ‐2, ‐3, and ‐4 clones. (c) Sox2 expression was decreased by shNotch4‐2, ‐3, and ‐4; Sox2 expression was increased by the shNotch4‐1 clone. cMyc expression was inhibited by the shNotch4‐1, ‐2, ‐3, and ‐4 clones. (d) Notch4 suppression decreased Twist1 and VE‐cadherin (CDH5) expression and increased E‐cadherin expression. (f) Expression of the angiogenesis‐related protein vascular endothelial growth factor (VEGF) was decreased by shNotch4‐3 and ‐4; in contrast, t was increased by the shNotch4‐1 and ‐2 clones. (f) Quantitative real‐time PCR results showed that Notch4 silencing led to the upregulation of E‐cadherin () gene expression but led to a decrease in Twist1 and VE‐cadherin () expression. *P < 0.05, **P < 0.001.

Roles of Notch4 suppression in A375 melanoma cells. (a) Western blotting results. (b) Grey analysis revealed significantly decreased expression of Notch4 protein in A375 cells transfected with the shNotch4‐2, ‐3, and ‐4 clones. (c) Sox2 expression was increased by shNotch4‐2, ‐3, and ‐4. cMyc expression was increased by shNotch4‐1, ‐3, and ‐4 clones and inhibited by the shNotch4‐2 clone. (d) Notch4 suppression decreased Twist1 and VE‐cadherin (CDH5) expression and increased E‐cadherin expression. (e) Expression of the angiogenesis‐related protein vascular endothelial growth factor (VEGF) was decreased when Notch4 expression was suppressed. (f) Quantitative real‐time PCR results showed that Notch4 silencing led to the upregulation of E‐cadherin () gene expression and a decrease in Twist1 and VE‐cadherin () expression. *P < 0.05, **P < 0.001. Roles of Notch4 suppression in MUM‐2B melanoma cells. (a) Western blotting results. (b) Grey analysis revealed a significantly decreased expression of Notch4 protein in MUM‐2B cells transfected with the shNotch4‐1, ‐2, ‐3, and ‐4 clones. (c) Sox2 expression was decreased by shNotch4‐2, ‐3, and ‐4; Sox2 expression was increased by the shNotch4‐1 clone. cMyc expression was inhibited by the shNotch4‐1, ‐2, ‐3, and ‐4 clones. (d) Notch4 suppression decreased Twist1 and VE‐cadherin (CDH5) expression and increased E‐cadherin expression. (f) Expression of the angiogenesis‐related protein vascular endothelial growth factor (VEGF) was decreased by shNotch4‐3 and ‐4; in contrast, t was increased by the shNotch4‐1 and ‐2 clones. (f) Quantitative real‐time PCR results showed that Notch4 silencing led to the upregulation of E‐cadherin () gene expression but led to a decrease in Twist1 and VE‐cadherin () expression. *P < 0.05, **P < 0.001. Grey analysis showed that Notch4 suppression upregulated the expression of E‐cadherin and downregulated the expression of VE‐cadherin and Twist1 (Figs 5d and 6d). In the A375 cell lines, vascular endothelial growth factor (VEGF) expression was downregulated by the shNotch4‐3 and shNotch4‐4 plasmids, whereas VEGF was upregulated by the shNotch4‐1 and shNotch4‐2 plasmids (Fig. 5e). However, in the MUM‐2B cell line, VEGF expression was reduced following the downregulation of Notch4 expression (Fig. 6e). In conclusion, VEGF expression was positively regulated by Notch4 expression; thus, our data indicate that Notch4 expression is involved in EMT and tumor angiogenesis. To further explore the role of Notch4 in EMT formation, we undertook the qRT‐PCR assay (Figs 5f and 6f). The qRT‐PCR results showed that Notch4 blocking downregulated VE‐cadherin and Twist1 mRNA expression and gained E‐cadherin mRNA expression. We deduced that Notch4 promoted cell invasion, migration, and VM formation by promoting EMT through the Twist1/VE‐cadherin/E‐cadherin pathway. Notch4 silencing reduced EMT through the Twist1/E‐cadherin/VE‐cadherin pathway. To block Notch signaling, we used DAPT, a γ‐secretase inhibitor that is known to efficiently block Notch receptor cleavage in intact cells. Western blot analysis was used to detect Twist1 and E‐cadherin expression. The results in Figure 7(a) show an increase in E‐cadherin expression and loss of Twist1 and VE‐cadherin expression in the DAPT treatment groups.
Figure 7

Notch4 silencing reduced epithelial–mesenchymal transition in melanoma cells through the Twist1/E‐cadherin/VE‐cadherin pathway, and high expression of Notch4 was found to be related to metastasis of melanoma and indicated a poor prognosis. (a) The γ‐secretase inhibitor DAPT inhibited Twist1 and VE‐cadherin (CDH5) expression and increased E‐cadherin (CDH1) expression. (b) Notch4 suppression in cells increased VE‐cadherin (CDH5) expression and decreased E‐cadherin (CDH1) expression after the re‐overexpression of Twist1 by transfection of cells with Twist1 expression clone. *P < 0.05. (c) 70% of patients with metastasis had tumors with high levels of Notch4 protein, and this was especially evident in patients with lymphatic metastasis. (d) The life table method indicated that high Notch4 expression was significantly related to poor prognosis. Patients with lymphatic metastasis and high expression of Notch4 had a worse prognosis. P < 0.001, for all.

Notch4 silencing reduced epithelial–mesenchymal transition in melanoma cells through the Twist1/E‐cadherin/VE‐cadherin pathway, and high expression of Notch4 was found to be related to metastasis of melanoma and indicated a poor prognosis. (a) The γ‐secretase inhibitor DAPT inhibited Twist1 and VE‐cadherin (CDH5) expression and increased E‐cadherin (CDH1) expression. (b) Notch4 suppression in cells increased VE‐cadherin (CDH5) expression and decreased E‐cadherin (CDH1) expression after the re‐overexpression of Twist1 by transfection of cells with Twist1 expression clone. *P < 0.05. (c) 70% of patients with metastasis had tumors with high levels of Notch4 protein, and this was especially evident in patients with lymphatic metastasis. (d) The life table method indicated that high Notch4 expression was significantly related to poor prognosis. Patients with lymphatic metastasis and high expression of Notch4 had a worse prognosis. P < 0.001, for all. We then sought to determine whether Notch4 regulates VE‐cadherin and E‐cadherin through the control of Twist1 expression. To accomplish this, full‐length Twist1 cDNA was subcloned into pcDNA3.1 vectors that were transfected into A375shNotch4‐3 and MUM‐2B‐shNotch4‐3 cells.31 Western blot results showed that E‐cadherin expression was downregulated, whereas VE‐cadherin expression in these cells was upregulated by Twsit1 re‐overexpression. Our data therefore suggest that Notch4 promotes EMT through the regulation of Twist1 expression (Fig. 7b). High expression of Notch4 was related to metastasis in patients with melanoma. To explore the role of Notch4 in the metastasis of melanoma, we collected 120 melanoma tissues from the Department of Pathology of the Cancer Hospital of Tianjin Medical University, and evaluated Notch4 protein expression by immunohistochemistry. Seventy‐two (72/120; 60%) melanoma tissues in our cohort expressed high levels of Notch4 protein. We retrospectively analyzed the clinicopathological parameters of these 120 cases of melanoma (Table 1). As Figure 7(c) and Table 1 show, high expression of Notch4 correlates with tumor metastasis, especially lymphatic metastasis.
Table 1

Correlation of Notch4 expression with clinicopathological parameters of patients with melanoma

VariantNotch4 expressionχ2‐test P‐value
Low (n = 48)High (n = 72)
Sex
Male36452.0510.169
Female1227
Age, years
≥5535390.0470.055
<551333
Tumor size, cm
≥7.822300.2040.709
<7.82642
AJCC staging
Stage I17711.8840.001a
Stage II + III + IV3165
Breslow's depth, mm
≤1.516280.9470.623
>1.53244
Pigments
Yes28332.1170.170
No2039
Lymphatic metastasis
Yes16436.8060.015a
No3229
Distant metastasis
Yes14281.1970.331
No3444
Lymphatic and/or distant metastasis
Yes21497.0000.014a
No2723

P < 0.05. AJCC, American Joint Committee on Cancer.

Correlation of Notch4 expression with clinicopathological parameters of patients with melanoma P < 0.05. AJCC, American Joint Committee on Cancer. High expression of Notch4 indicated poor prognosis. We next determined the relationship between Notch4 expression and the prognosis of patients with melanoma using the life table method (details are shown in Table S4). The 3‐ and 5‐year survival rates and the median survival time (life table method) of melanoma patients with Notch4low expression were higher than those of patients with Notch4high expression (Fig. 7d, P < 0.001 by Wilcoxon test). Melanoma patients with both lymphatic metastasis and Notch4high expression had a worse prognosis than patients with lymphatic metastasis and Notch4low expression (Fig. 7d, P < 0.001 by Wilcoxon test). Therefore, our data show that Notch4high expression and metastasis are related to poor prognosis and that the combination of these two indices may serve as a prognostic indicator.

Discussion

As is well known, melanoma is a highly lethal malignant tumor with a high rate of metastasis. Once metastatic, the outcomes for patients are poor.32 Clarification of the mechanisms that underlie tumor metastasis is essential for the improvement in cancer survival of individuals with cancer. New targets and strategies are needed to improve the treatment of metastatic melanoma, especially for those patients who do not respond to conventional therapies. An in‐depth understanding of melanoma biology and metastasis would greatly facilitate efforts in this area. Contrary to the use of other sphere formation models, the tumorosphere model is suitable for the study of CSC properties.23 Sphere‐forming cells, which were enriched in a serum‐free culture system (tumorospheres) that were identified as CSCs, possess the capacity for tumor invasion and metastasis, but are also resistant to conventional treatments.20, 33, 34, 35, 36 In this study, we used tumorospheres and a gene expression microarray to investigate the gene expression profile of MCSLCs. The gene expression microarray showed that MCSLCs expressed high levels of CSC markers, including SOX4, Wnt10a, and NGFR. Thus, we believe that the SFM system is appropriate for the isolation and enrichment of melanoma stem‐like cells. Moreover, MCSLCs expressed high levels of the drug resistance gene ABCA8 37 as well as Notch signaling pathway molecules, including Notch3, Notch4, Dtx4, JAG2, and Pofut. The notch signaling pathway is a highly conserved signaling cascade that plays an essential role in the regulation of normal stem cell homeostasis and differentiation.38, 39, 40 In oncogenesis, the dysregulation of the Notch and cancer stem cell pathways confers on many human tumors the ability to maintain a stem cell‐like phenotype.35, 41, 42, 43 In our study, the detection of Notch4 expression by the immunofluorescence staining of sphere‐forming cells also revealed that MCSLCs expressed high levels of Notch4. Recently, aberrant Notch signaling observed in cancer stem cells and in metastatic tumors has attracted increasing attention, especially in melanoma, which is a particularly malignant tumor with high rates of Notch‐related metastasis.44, 45, 46 However, the expression of Notch in melanoma is not uniform. The loss of the cell adhesion molecule E‐cadherin and the increased expression of the cell adhesion molecule VE‐cadherin are correlated with EMT and with the invasion and metastasis of melanoma. Multiple groups have reported that amplified Notch signaling contributes to melanoma growth in vitro and in vivo and promotes a more aggressive phenotype, at least in part through the inhibition of E‐cadherin expression.47, 48 However, other researchers have found that the high expression of Notch4 increases E‐cadherin expression and suppresses malignant behavior of melanoma.49 The authors reported that Notch4 induces suppression of Snail2 and Twist1 by downstream targets Hey1 and Hey2 and is mediated in a non‐canonical fashion in melanoma cell lines WM9 and WM164. Mary Hendrix and his colleagues have reported that Notch4 promoted Nodal expression in metastatic melanoma cell lines C8161, MV3, and SK‐MEL‐28.50 Nodal is a transforming growth factor‐β superfamily member that promotes EMT.51, 52 It will be important for subsequent studies to extend findings in other cell lines and learn the relationships between Notch4 and EMT. In this present study, we used melanoma cell lines B16F10, A375 and MUM‐2B. Our results showed that Notch4high B16F10 cells expressed a lower level of E‐cadherin and a higher level of VE‐cadherin protein compared with Notch4low B16F10 cells. In the human melanoma A375 and MUM‐2B cell lines, RT‐PCR and Western blot analysis revealed that Notch4 silencing resulted in increased expression of E‐cadherin and a loss of expression of VE‐cadherin. Biologically, Notch4 silencing inhibited the migration and invasion of melanoma cells. Across our cohort, nearly 50% of melanomas showed high Notch4 protein expression. Moreover, high Notch4 expression is associated with metastasis and poor prognosis. We infer that Notch4 facilitates EMT and increases the invasive and metastatic behavior of melanoma. The γ‐secretase inhibitor DAPT inhibits the Notch signaling pathway through the inhibition of the release of intracellular domain.53 Our results showed that both Notch4 silencing and DAPT application resulted in the loss of Twist1 expression. However, the overexpression of Twist1 by transfection of A375shNotch4‐3 and MUM‐2B–shNotch4‐3 cells with a Twist1 overexpression plasmid led to a decrease in E‐cadherin expression and an increase in VE‐cadherin expression. We conclude that Notch4 overexpression accelerates invasion and migration of melanoma through the regulation of Twist1 expression. Additionally, this work indicated that γ‐secretase inhibitors may be used as a therapeutic strategy to inhibit the metastasis of melanoma. The Notch signaling pathway plays an essential role in the regulation of angiogenesis during development and in adult life. Increasing evidence has revealed that the dysregulation of the Notch pathway promotes angiogenesis in tumors. Our results also indicated that high expression of Notch4 in A375 and MUM‐2B cells can promote the formation of VM tubes. Additionally, Notch4 silencing decreased Matrigel‐based tube formation. We infer that Notch4 expression may be related to VM formation in melanoma.54 Tumor growth and metastasis depend on angiogenesis and lymphangiogenesis.55 Angiogenesis inhibitors now constitute a clinical anticancer strategy.56, 57 Vascular endothelial growth factor is considered a key mediator of angiogenesis and a promising therapeutic target in cancer.58, 59, 60, 61 Our results showed that Notch4 silencing downregulated the expression of VEGF. We suggest Notch4 may promote tumor angiogenesis by regulating VEGF expression. In conclusion, MCSLCs were isolated and expanded using an SFM culture system. The enriched cancer stem‐like cells showed high Notch4 expression. Moreover, Notch4 overexpression promotes the metastasis of melanoma through the regulation of Twist1 expression, which indicates a poor prognosis. Our study suggests that Notch4 may be a valid target in melanoma treatment and thus requires further investigation.

Disclosure Statement

The authors have no conflict of interest. Fig. S1. Morphological differences. First‐generation and third‐generation melanoma cancer stem‐like cells that were obtained in a serum‐free culture system (tumorospheres) and multicellular tumor spheroid cells are pictured. Hematoxylin–eosin staining of these two types of spheres is shown. Click here for additional data file. Table S1 Details of antibodies used in this study. Click here for additional data file. Table S2 Primer sequences of quantitative RT‐PCR and shRNA target sequences of Notch4. Click here for additional data file. Table S3 Clinicopathological parameters of 120 melanoma cases. Click here for additional data file. Table S4 Life table method in 120 melanoma patients. Click here for additional data file.
  61 in total

1.  Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method.

Authors:  K J Livak; T D Schmittgen
Journal:  Methods       Date:  2001-12       Impact factor: 3.608

2.  Notch activation results in phenotypic and functional changes consistent with endothelial-to-mesenchymal transformation.

Authors:  Michela Noseda; Graeme McLean; Kyle Niessen; Linda Chang; Ingrid Pollet; Rachel Montpetit; Réza Shahidi; Katerina Dorovini-Zis; Linheng Li; Benjamin Beckstead; Ralph E Durand; Pamela A Hoodless; Aly Karsan
Journal:  Circ Res       Date:  2004-02-26       Impact factor: 17.367

Review 3.  TGF-beta and epithelial-to-mesenchymal transitions.

Authors:  Jiri Zavadil; Erwin P Böttinger
Journal:  Oncogene       Date:  2005-08-29       Impact factor: 9.867

4.  Isolation of multipotent stem cells from adult rat periodontal ligament by neurosphere-forming culture system.

Authors:  Wanida Techawattanawisal; Kenichi Nakahama; Motohiro Komaki; Mayumi Abe; Yuzo Takagi; Ikuo Morita
Journal:  Biochem Biophys Res Commun       Date:  2007-04-17       Impact factor: 3.575

5.  Expression and functional significance of VE-cadherin in aggressive human melanoma cells: role in vasculogenic mimicry.

Authors:  M J Hendrix; E A Seftor; P S Meltzer; L M Gardner; A R Hess; D A Kirschmann; G C Schatteman; R E Seftor
Journal:  Proc Natl Acad Sci U S A       Date:  2001-06-19       Impact factor: 11.205

6.  Normal immune system development in mice lacking the Deltex-1 RING finger domain.

Authors:  Sébastien Storck; Frédéric Delbos; Nicolas Stadler; Catherine Thirion-Delalande; Florence Bernex; Christophe Verthuy; Pierre Ferrier; Jean-Claude Weill; Claude-Agnès Reynaud
Journal:  Mol Cell Biol       Date:  2005-02       Impact factor: 4.272

7.  Functional analysis of ABCA8, a new drug transporter.

Authors:  Shuichi Tsuruoka; Kenichi Ishibashi; Hisashi Yamamoto; Michi Wakaumi; Makoto Suzuki; George J Schwartz; Masashi Imai; Akio Fujimura
Journal:  Biochem Biophys Res Commun       Date:  2002-10-18       Impact factor: 3.575

8.  Activation of Notch1 signaling is required for beta-catenin-mediated human primary melanoma progression.

Authors:  Klara Balint; Min Xiao; Chelsea C Pinnix; Akinobu Soma; Imre Veres; Istvan Juhasz; Eric J Brown; Anthony J Capobianco; Meenhard Herlyn; Zhao-Jun Liu
Journal:  J Clin Invest       Date:  2005-10-20       Impact factor: 14.808

9.  Snail-regulated genes in malignant melanoma.

Authors:  Silke Kuphal; Hans G Palm; Ina Poser; Anja K Bosserhoff
Journal:  Melanoma Res       Date:  2005-08       Impact factor: 3.599

10.  Role of Notch signaling in cell-fate determination of human mammary stem/progenitor cells.

Authors:  Gabriela Dontu; Kyle W Jackson; Erin McNicholas; Mari J Kawamura; Wissam M Abdallah; Max S Wicha
Journal:  Breast Cancer Res       Date:  2004-08-16       Impact factor: 6.466

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  21 in total

1.  The NOTCH4-HEY1 Pathway Induces Epithelial-Mesenchymal Transition in Head and Neck Squamous Cell Carcinoma.

Authors:  Takahito Fukusumi; Theresa W Guo; Akihiro Sakai; Mizuo Ando; Shuling Ren; Sunny Haft; Chao Liu; Panomwat Amornphimoltham; J Silvio Gutkind; Joseph A Califano
Journal:  Clin Cancer Res       Date:  2017-11-16       Impact factor: 12.531

Review 2.  Phenotypic Plasticity: Driver of Cancer Initiation, Progression, and Therapy Resistance.

Authors:  Piyush B Gupta; Ievgenia Pastushenko; Adam Skibinski; Cedric Blanpain; Charlotte Kuperwasser
Journal:  Cell Stem Cell       Date:  2018-12-13       Impact factor: 24.633

3.  Primary Melanoma Histologic Subtype: Impact on Survival and Response to Therapy.

Authors:  Michael Lattanzi; Yesung Lee; Danny Simpson; Una Moran; Farbod Darvishian; Randie H Kim; Eva Hernando; David Polsky; Doug Hanniford; Richard Shapiro; Russell Berman; Anna C Pavlick; Melissa A Wilson; Tomas Kirchhoff; Jeffrey S Weber; Judy Zhong; Iman Osman
Journal:  J Natl Cancer Inst       Date:  2019-02-01       Impact factor: 13.506

Review 4.  The Challenging Melanoma Landscape: From Early Drug Discovery to Clinical Approval.

Authors:  Mariana Matias; Jacinta O Pinho; Maria João Penetra; Gonçalo Campos; Catarina Pinto Reis; Maria Manuela Gaspar
Journal:  Cells       Date:  2021-11-09       Impact factor: 6.600

5.  C-myc overexpression drives melanoma metastasis by promoting vasculogenic mimicry via c-myc/snail/Bax signaling.

Authors:  Xian Lin; Ran Sun; Xiulan Zhao; Dongwang Zhu; Xueming Zhao; Qiang Gu; Xueyi Dong; Danfang Zhang; Yanhui Zhang; Yanlei Li; Baocun Sun
Journal:  J Mol Med (Berl)       Date:  2016-08-19       Impact factor: 4.599

Review 6.  The NOTCH Pathway in Head and Neck Squamous Cell Carcinoma.

Authors:  T Fukusumi; J A Califano
Journal:  J Dent Res       Date:  2018-02-28       Impact factor: 6.116

Review 7.  Therapeutic implications of cellular and molecular biology of cancer stem cells in melanoma.

Authors:  Dhiraj Kumar; Mahadeo Gorain; Gautam Kundu; Gopal C Kundu
Journal:  Mol Cancer       Date:  2017-01-30       Impact factor: 27.401

8.  Deep-proteome mapping of WM-266-4 human metastatic melanoma cells: From oncogenic addiction to druggable targets.

Authors:  Eumorphia G Konstantakou; Athanassios D Velentzas; Athanasios K Anagnostopoulos; Zoi I Litou; Ourania A Konstandi; Aikaterini F Giannopoulou; Ema Anastasiadou; Gerassimos E Voutsinas; George Th Tsangaris; Dimitrios J Stravopodis
Journal:  PLoS One       Date:  2017-02-03       Impact factor: 3.240

9.  MAPK and Notch-Mediated Effects of Meso-Xanthin F199 Compounds on Proliferative Activity and Apoptosis of Human Melanocytes in Three-Dimensional Culture.

Authors:  Irina N Saburina; Irina M Zurina; Nastasia V Kosheleva; Anastasiya A Gorkun; Elena N Volkova; Olga S Grinakovskaya; Anton S Rybakov; Anna L Kaysheva; Arthur T Kopylov; Sergey G Morozov
Journal:  Biomed Res Int       Date:  2021-07-20       Impact factor: 3.411

Review 10.  Collateral Damage Intended-Cancer-Associated Fibroblasts and Vasculature Are Potential Targets in Cancer Therapy.

Authors:  Ana Cavaco; Maryam Rezaei; Stephan Niland; Johannes A Eble
Journal:  Int J Mol Sci       Date:  2017-11-07       Impact factor: 5.923

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