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Identification of a CD271-associated signaling network in human malignant melanoma cells

ABSTRACT: Background: Large-scale genomic analyses of patient cohorts have revealed extensive heterogeneity between individual tumors, contributing to treatment failure and drug resistance. In malignant melanoma, heterogeneity is thought to arise as a consequence of the differentiation of melanoma-initiating cells that are defined by cell-surface markers like CD271 or CD133. Results: Here we identified the nerve growth factor receptor (CD271) as a crucial determinant of melanoma cell tumorigenicity, stem-like properties, heterogeneity and plasticity. Stable shRNA mediated knock-down of CD271 in patient-derived melanoma cells abrogated their tumor-initiating and colony-forming capacity. A genome-wide expression profiling and gene-set enrichment analysis revealed novel connections of CD271 with melanoma-associated genes like CD133 and points to a neural crest stem cell (NCSC) signature lost upon CD271 knock-down. In a meta-analysis, we found CD271 linked to the neural crest specifier SOX10 and observed a shared set of 271 differentially regulated genes. To dissect the connection of CD271 and CD133 we analyzed 10 patient-derived melanoma-cell lines for cell-surface expression of both markers compared to established cell lines MeWo and A375. We found CD271+ cells in the majority of cell lines analyzed as well as in a set of 16 different patient-derived melanoma metastases. Strikingly, only 2/12 cell lines harbored a CD133+ sub-set that in addition comprised a fraction of cells of a CD271+/CD133+ phenotype. Those cells were found in the label-retaining fraction and in vitro deduced from CD271+ but not CD271 knock-down cells. Conclusions: Our present study provides a deeper insight into the regulation of melanoma cell properties and points CD271 out as a regulator of several melanoma-associated genes. Further, our data strongly suggest CD271 is a crucial determinant of stem-like properties of melanoma cells like colony-formation and tumorigenicity.

ORGANISM(S): Homo sapiens

PROVIDER: GSE52456 | GEO | 2013/11/19

SECONDARY ACCESSION(S): PRJNA228976

REPOSITORIES: GEO

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Project description:Background: Large-scale genomic analyses of patient cohorts have revealed extensive heterogeneity between individual tumors, contributing to treatment failure and drug resistance. In malignant melanoma, heterogeneity is thought to arise as a consequence of the differentiation of melanoma-initiating cells that are defined by cell-surface markers like CD271 or CD133. Results: Here we identified the nerve growth factor receptor (CD271) as a crucial determinant of melanoma cell tumorigenicity, stem-like properties, heterogeneity and plasticity. Stable shRNA mediated knock-down of CD271 in patient-derived melanoma cells abrogated their tumor-initiating and colony-forming capacity. A genome-wide expression profiling and gene-set enrichment analysis revealed novel connections of CD271 with melanoma-associated genes like CD133 and points to a neural crest stem cell (NCSC) signature lost upon CD271 knock-down. In a meta-analysis, we found CD271 linked to the neural crest specifier SOX10 and observed a shared set of 271 differentially regulated genes. To dissect the connection of CD271 and CD133 we analyzed 10 patient-derived melanoma-cell lines for cell-surface expression of both markers compared to established cell lines MeWo and A375. We found CD271+ cells in the majority of cell lines analyzed as well as in a set of 16 different patient-derived melanoma metastases. Strikingly, only 2/12 cell lines harbored a CD133+ sub-set that in addition comprised a fraction of cells of a CD271+/CD133+ phenotype. Those cells were found in the label-retaining fraction and in vitro deduced from CD271+ but not CD271 knock-down cells. Conclusions: Our present study provides a deeper insight into the regulation of melanoma cell properties and points CD271 out as a regulator of several melanoma-associated genes. Further, our data strongly suggest CD271 is a crucial determinant of stem-like properties of melanoma cells like colony-formation and tumorigenicity. For knock-down of CD271 (NGFR), melanoma cells were transfected with 2 M-BM-5g of each shRNA plasmid; #2: 5M-bM-^@M-^Y-ACAACCTCATCCCTGTCTATT-3M-bM-^@M-^Y; #3: 5M-bM-^@M-^Y-CCCGAGCACATAGA CTCCTTT-3M-bM-^@M-^Y and #4: 5M-bM-^@M-^Y-CCGAGCACATAGACTCCTTTA-3M-bM-^@M-^Y or control shRNA (shCtl 5M-bM-^@M-^Y-GGAATCTCATTCGATGCATAC-3M-bM-^@M-^Y; all from Quiagen) using Lipofectamine2000 (Invitrogen). Cells were selected with puromycin (10M-BM-5g/ ml) over a period of two weeks. Whole genome expression profiling of CD271k.d. cells (shRNA#4) and shCtl. cells was performed with three biological replicates. Illumina raw data of BeadChip HumanHT-12V4 platform were summarized via the BeadStudio without normalization and background correction. Follow-up processing was done via the R/Bioconductor environment employing packages lumi, limma and q-value. Data were normalized with quantile normalization. Genes were termed significantly differentially expressed when the average detection p-value of at least one case was < 0.05 the ratio was outside the interval [0.75,1.33], one of the p-values from limma test, Student's t-test, Welch test and Wilcoxon test was < 0.05. At least one of the q-values corresponding to one of these tests < 0.05.

Project description:Metastatic melanoma is difficult to treat and is resistant to most current therapies. We hypothesized that stem cell related pathways may play a role in melanoma growth since stem cells and cancer cells share essential properties. Lately, the ABC transporter, ABCB5, as well as Cripto-1, CD20, CD133 and ABCG2 were used to isolate tumorigenic cells. Melanoma cells expressing MDR1 (ABCB1) were found in our lab to be enriched with ABCB5, Nanog, and Oct3/4 expression and were characterized by increased self-renewal capacity and anchorage independence. Melanoma significant heterogeneity was further demonstrated by Quintana et al. who found high prevalence of melanoma initiating cells when implanted into severely immunocompromised mice. Therefore, we took a more general approach in order to unravel pathways that are important for self-renewal and tumorigenicity of melanoma. We enriched for melanoma precursor cells (MPC) using culture conditions shown to enrich for normal melanocyte precursors. MPCs expressed higher levels of nanog and Oct3/4, as well as ABCB1 (MDR1) and ABCB5. Microarray analysis revealed deregulation of genes related to development, invasion, and cell cycle, in addition to upregulation of genes involved in Wnt signaling such as DVL3, DKK1, ID3, JAG1 and Wnt receptor, FZD7. We focused on Wnt signaling and found enrichment of FZD7+ cells in MPCs. Furthermore, FZD7+ cells co-expressed MDR1 and were enriched in highly tumorigenic xenograft parts when tested in mice. Inhibition of the Wnt pathway using secreted frizzled related protein-1 (sFRP1), resulted in attenuation of melanoma proliferation in a dose dependent manner demonstrating the important role of the Wnt pathway in melanoma growth and suggesting this pathway as a target for rational therapy. The canonical Wnt/beta-catenin pathway was not activated in MPC, as revealed using the Tcf Reporter assay. In contrast, we found increased of phosphorylated CAMKII, suggesting activation of the non-canonical Wnt pathway. Our data indicate that precursors within the melanoma tumor may acquire increased survival abilities that should be therapeutically targeted. In particular, we found that the non canonical wnt pathway and the wnt receptor FZD7 play a role in melanoma proliferation and tumorigenicity. We used specialized culture conditions that were found to enrich for normal melanoblasts, the precursors of melanocytes [7]. We found previously that these conditions result in a typical dedifferentiated unpigmented phenotype of melanoma cells in addition to enrichment of self-renewing cells [2]. Further characterization of these precursor cultures prepared from 6 human metastatic melanoma lesions revealed increased expression of stemness genes such as nanog and Oct3/4, as well as two recently reported melanoma precursor markers, MDR1 and ABCB5. Consistent with the normal melanoblast cultures we found increased expression of the melanoblast marker POU3F2 (BRN2, DCT). In contrast, the expression of MITF, a melanocyte differentiation marker was reduced by 85% in MPCs when compared with the primary culture (Figure 1a, relative expression of MPC vs. cells obtained from the same patient and cultured in regular conditions). Cell cycle analysis excluded death of differentiated cells as the cause of the precursor enrichment, as no apoptosis was evident (Figure 1b, c). Interestingly, there was an increase in S phase cells, indicating that these cells are undergoing divisions. Similarly, Wang et al. reported that CD133+ glioma cells have higher percentage of S phase cells as compared to CD133- cells [8]. We concluded that these culture conditions cause dedifferentiation of melanocytes in addition to enrichment by increased divisions of melanoma precursor cells. Therefore, we defined these cells as melanoma precursor cells (MPC). To reveal pathways of self-renewal in melanoma we have used two single cell clones that were prepared from primary human melanoma cultures obtained from a primary lesion. These cell clones differed in the self-renewal capacity (in the limiting dilution assay) and in their morphology: high self-renewal/polygonal vs low self-renewal/spindle shaped. We compared the two cell types described above, cultured in either regular RPMI-based media or culture conditions developed to enrich for normal melanocytic precursors (Cook AL, Donatien PD, Smith AG, Murphy M, Jones MK, et al. (2003) Human melanoblasts in culture: expression of BRN2 and synergistic regulation by fibroblast growth factor-2, stem cell factor, and endothelin-3. J Invest Dermatol 121: 1150-1159.), designated MPC (melanoma precursor cells) conditions, for two weeks.

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Identification of a CD271-associated signaling network in human malignant melanoma cells

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