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Background In many cancers, microRNAs (miRs) contribute to metastatic progression by modulating phenotypic reprogramming processes such as epithelial-mesenchymal plasticity. This can be driven by miRs targeting multiple mRNA transcripts, inducing regulated changes across large sets of genes. The miR-target databases TargetScan and DIANA-microT predict putative relationships by examining sequence complementarity between miRs and mRNAs. However, it remains a challenge to identify which miR-mRNA interactions are active at endogenous expression levels, and of biological consequence. Methods We developed a workflow to integrate TargetScan and DIANA-microT predictions into the analysis of data-driven associations calculated from transcript abundance (RNASeq) data, specifically the mutual information and Pearson’s correlation metrics. We use this workflow to identify putative relationships of miR-mediated mRNA repression with strong support from both lines of evidence. Applying this approach systematically to a large, published collection of unique melanoma cell lines – the Ludwig Melbourne melanoma (LM-MEL) cell line panel – we identified putative miR-mRNA interactions that may contribute to invasiveness. This guided the selection of interactions of interest for further in vitro validation studies. Results Several miR-mRNA regulatory relationships supported by TargetScan and DIANA-microT demonstrated differential activity across cell lines of varying matrigel invasiveness. Strong negative statistical associations for these putative regulatory relationships were consistent with target mRNA inhibition by the miR, and suggest that differential activity of such miR-mRNA relationships contribute to differences in melanoma invasiveness. Many of these relationships were reflected across the skin cutaneous melanoma TCGA dataset, indicating that these observations also show graded activity across clinical samples. Several of these miRs are implicated in cancer progression (miR-211, -340, -125b, −221, and -29b). The specific role for miR-29b-3p in melanoma has not been well studied. We experimentally validated the predicted miR-29b-3p regulation of LAMC1 and PPIC and LASP1, and show that dysregulation of miR-29b-3p or these mRNA targets can influence cellular invasiveness in vitro. Conclusions This analytic strategy provides a comprehensive, systems-level approach to identify miR-mRNA regulation in high-throughput cancer data, identifies novel putative interactions with functional phenotypic relevance, and can be used to direct experimental resources for subsequent experimental validation. Computational scripts are available: http://github.com/uomsystemsbiology/LMMEL-miR-miner Electronic supplementary material The online version of this article (doi:10.1186/s12943-016-0554-y) contains supplementary material, which is available to authorized users.

Epithelial-to-mesenchymal transition is a critical process that increases the malignant potential of melanoma by facilitating invasion and dissemination of tumor cells. This study identified genes involved in the regulation of cellular invasion and evaluated whether they can be targeted to inhibit melanoma invasion. We identified Peroxidasin (PXDN), Netrin 4 (NTN4) and GLIS Family Zinc Finger 3 (GLIS3) genes consistently elevated in invasive mesenchymal-like melanoma cells. These genes and proteins were highly expressed in metastatic melanoma tumors, and gene silencing led to reduced melanoma invasion in vitro. Furthermore, migration of PXDN, NTN4 or GLIS3 siRNA transfected melanoma cells was inhibited following transplantation into the embryonic chicken neural tube compared to control siRNA transfected melanoma cells. Our study suggests that PXDN, NTN4 and GLIS3 play a functional role in promoting melanoma cellular invasion, and therapeutic approaches directed toward inhibiting the action of these proteins may reduce the incidence or progression of metastasis in melanoma patients.

Cancer cell lines can be useful to model cancer stem cells. Infection with Mycoplasma species is an insidious problem in mammalian cell culture. While investigating stem-like properties in early passage melanoma cell lines, we noted poorly reproducible results from an aliquot of a cell line that was later found to be infected with Mycoplasma hyorhinis. Deliberate infection of other early passage melanoma cell lines aliquots induced variable and unpredictable effects on expression of putative cancer stem cell markers, clonogenicity, proliferation and global gene expression. Cell lines established in stem cell media (SCM) were equally susceptible. Mycoplasma status is rarely reported in publications using cultured cells to study the cancer stem cell hypothesis. Our work highlights the importance of surveillance for Mycoplasma infection while using any cultured cells to interrogate tumor heterogeneity.

// BeeShin Tan 1 , Matthew Anaka 1 , Siddhartha Deb 2 , Claudia Freyer 1 , Lisa M. Ebert 3 , Anderly C. Chueh 1 , Sheren Al-Obaidi 1 , Andreas Behren 1 , Aparna Jayachandran 1 , Jonathan Cebon 1 , Weisan Chen 4 and John M. Mariadason 1 1 Ludwig Institute for Cancer Research Ltd. Melbourne-Austin Branch, Heidelberg, Victoria, Australia. 2 Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia. 3 Centre for Cancer Biology, SA Pathology, Frome Road, Adelaide, Australia. 4 School of Molecular Science, LaTrobe University, Bundoora, Victoria, Australia. Correspondence: John M. Mariadason, email: // Weisan Chen, email: // Keywords : FOXP3, melanoma, proliferation, apoptosis Received : November 12, 2013 Accepted : December 20, 2013 Published : December 20, 2013 Abstract The Forkhead box P3 (FOXP3) transcription factor is the key driver of regulatory T cell (Treg cells) differentiation and immunosuppressive function. In addition, FOXP3 has been reported to be expressed in many tumors, including melanoma. However, its role in tumorigenesis is conflicting, with both tumor suppressive and tumor promoting functions described. The aim of the current study was to characterize the expression and function of FOXP3 in melanoma. FOXP3 expression was detected by immunohistochemistry (IHC) in 12% (18/146) of stage III and IV melanomas. However expression was confined to fewer than 1% of cells in these tumors. Stable over-expression of FOXP3 in the SK-MEL-28 melanoma cell line reduced cell proliferation and clonogenicity in vitro , and reduced xenograft growth in vivo . FOXP3 over-expression also increased pigmentation and the rate of apoptosis of SK-MEL-28 cells. Based on its infrequent expression in human melanoma, and its growth inhibitory and pro-apoptotic effect in over-expressing melanoma cells, we conclude that FOXP3 is not likely to be a key tumor suppressor or promoter in melanoma.

Background The heterogeneity and tumourigenicity of metastatic melanoma is attributed to a cancer stem cell model, with CD133 considered to be a cancer stem cell marker in melanoma as well as other tumours, but its role has remained controversial. Methods We iteratively sorted CD133+ and CD133- cells from 3 metastatic melanoma cell lines, and observed tumourigenicity and phenotypic characteristics over 7 generations of serial xeno-transplantation in NOD/SCID mice. Results We demonstrate that iterative sorting is required to make highly pure populations of CD133+ and CD133- cells from metastatic melanoma, and that these two populations have distinct characteristics not related to the cancer stem cell phenotype. In vitro, gene set enrichment analysis indicated CD133+ cells were related to a proliferative phenotype, whereas CD133- cells were of an invasive phenotype. However, in vivo, serial transplantation of CD133+ and CD133- tumours over 7 generations showed that both populations were equally able to initiate and propagate tumours. Despite this, both populations remained phenotypically distinct, with CD133- cells only able to express CD133 in vivo and not in vitro. Loss of CD133 from the surface of a CD133+ cell was observed in vitro and in vivo, however CD133- cells derived from CD133+ retained the CD133+ phenotype, even in the presence of signals from the tumour microenvironment. Conclusion We show for the first time the necessity of iterative sorting to isolate pure marker-positive and marker-negative populations for comparative studies, and present evidence that despite CD133+ and CD133- cells being equally tumourigenic, they display distinct phenotypic differences, suggesting CD133 may define a distinct lineage in melanoma. Electronic supplementary material The online version of this article (doi:10.1186/s12885-016-2759-2) contains supplementary material, which is available to authorized users.

Background The metabolism of cancer cells is often reprogrammed by dysregulation of metabolic enzymes. Transketolase-like 1 (TKTL1) is a homodimeric transketolase linking the pentose-phosphate pathway with the glycolytic pathway. It is generally silenced at a transcriptional level in somatic tissues. However, in human cancers its expression is associated with the acquisition of a glycolytic phenotype (the Warburg effect) by cancer cells that contributes to the progression of malignant tumors. In melanoma, defective promoter methylation results in the expression of genes and their products that can affect the tumor cell’s phenotype including the modification of immune and functional characteristics. The present study evaluates the role of TKTL1 as a mediator of disease progression in melanoma associated with a defective methylation phenotype. Methods The expression of TKTL1 in metastatic melanoma tumors and cell lines was analysed by qRT-PCR and immunohistochemistry. The promoter methylation status of TKTL1 in melanoma cells was evaluated by quantitative methylation specific PCR. Using qRT-PCR, the effect of a DNA demethylating agent 5-aza-2’-deoxycytidine (5aza) on the expression of TKTL1 was examined. Biochemical and molecular analyses such as glucose consumption, lactate production, invasion, proliferation and cell cycle progression together with ectopic expression and siRNA mediated knockdown were used to investigate the role of TKTL1 in melanoma cells. Results Expression of TKTL1 was highly restricted in normal adult tissues and was overexpressed in a subset of metastatic melanoma tumors and derived cell lines. The TKTL1 promoter was activated by hypomethylation and treatment with 5aza induced TKTL1 expression in melanoma cells. Augmented expression of TKTL1 in melanoma cells was associated with a glycolytic phenotype. Loss and gain of function studies revealed that TKTL1 contributed to enhanced invasion of melanoma cells. Conclusions Our data provide evidence for an important role of TKTL1 in aerobic glycolysis and tumor promotion in melanoma that may result from defective promoter methylation. This epigenetic change may enable the natural selection of tumor cells with a metabolic phenotype and thereby provide a potential therapeutic target for a subset of melanoma tumors with elevated TKTL1 expression. Electronic supplementary material The online version of this article (doi:10.1186/s12885-016-2185-5) contains supplementary material, which is available to authorized users.

Background Intratumoral heterogeneity is a major obstacle for the treatment of cancer, as the presence of even minor populations that are insensitive to therapy can lead to disease relapse. Increased clonal diversity has been correlated with a poor prognosis for cancer patients, and we therefore examined genetic, transcriptional, and functional diversity in metastatic melanoma. Methods Amplicon sequencing and SNP microarrays were used to profile somatic mutations and DNA copy number changes in multiple regions from metastatic lesions. Clonal genetic and transcriptional heterogeneity was also assessed in single cell clones from early passage cell lines, which were then subjected to clonogenicity and drug sensitivity assays. Results MAPK pathway and tumor suppressor mutations were identified in all regions of the melanoma metastases analyzed. In contrast, we identified copy number abnormalities present in only some regions in addition to homogeneously present changes, suggesting ongoing genetic evolution following metastatic spread. Copy number heterogeneity from a tumor was represented in matched cell line clones, which also varied in their clonogenicity and drug sensitivity. Minor clones were identified based on dissimilarity to the parental cell line, and these clones were the most clonogenic and least sensitive to drugs. Finally, treatment of a polyclonal cell line with paclitaxel to enrich for drug-resistant cells resulted in the adoption of a gene expression profile with features of one of the minor clones, supporting the idea that these populations can mediate disease relapse. Conclusion Our results support the hypothesis that minor clones might have major consequences for patient outcomes in melanoma.

The ability of cell lines to accurately represent cancer is a major concern in preclinical research. Culture of glioma cells as neurospheres in stem cell media (SCM) has been shown to better represent the genotype and phenotype of primary glioblastoma in comparison to serum cell lines. Despite the use of neurosphere-like models of many malignancies, there has been no robust analysis of whether other cancers benefit from a more representative phenotype and genotype when cultured in SCM. We analyzed the growth properties, transcriptional profile, and genotype of melanoma cells grown de novo in SCM, as while melanocytes share a common precursor with neural cells, melanoma frequently demonstrates divergent behavior in cancer stem cell assays. SCM culture of melanoma cells induced a neural lineage gene expression profile that was not representative of matched patient tissue samples and which could be induced in serum cell lines by switching them into SCM. There was no enrichment for expression of putative melanoma stem cell markers, but the SCM expression profile did overlap significantly with that of SCM cultures of glioma, suggesting that the observed phenotype is media-specific rather than melanoma-specific. Xenografts derived from either culture condition provided the best representation of melanoma in situ. Finally, SCM culture of melanoma did not prevent ongoing acquisition of DNA copy number abnormalities. In conclusion, SCM culture of melanoma does not provide a better representation of the phenotype or genotype of metastatic melanoma, and the resulting neural bias could potentially confound therapeutic target identification. Disclosure of potential conflicts of interest is found at the end of this article.

Degradation of cellular proteins by the proteasome is critical for the generation of MHC-associated peptides. The constitutive proteasome and the IFNγ-induced immunoproteasome (IP) differ in the use of three catalytic β subunits, which alters production of MHC class I epitopes. The potential for a disparate repertoire of epitopes produced between inflammatory/non-inflammatory tumours therefore arises. We have extensively investigated this phenomenon both broadly, in terms of the cancer cell as a whole, and specifically, by evaluating presentation of three NY-ESO-1 HLA-Cw3 restricted epitopes. We profiled the immunopeptidome of a melanoma cell line under steady state or IFNγ-treated conditions; by mass spectrometry analysis of HLA Class I bound peptides. Profound changes in the overall epitope profile presented on HLA Class I molecules, leading to extensive alteration in the overall immunogenicity of the cell, were observed. We studied processing and presentation of three NY-ESO-1 HLA-Cw3 restricted epitopes by melanoma cell lines. Using specific T-lymphocyte clones, we examined presentation of each epitope following processing through proteasome subtypes. We further investigated processing of these epitopes by selective inhibition of the IP catalytic subunit LMP7 by siRNA knockdown, or small molecule inhibition. In vivo, we demonstrate that melanoma cells can be induced to switch proteasome subtype following treatments which induce IFNγ at the tumour site. Our data demonstrate broad changes in epitopes presented by melanoma cells under inflammatory versus non-inflammatory conditions. These results illustrate a little-studied mechanism of immune escape by tumour cells. Awareness of how individual cancer epitopes are processed by melanoma cells is therefore critical to inform development of future therapies which involve cancer vaccination, adoptive T-lymphocyte transfer, or combination treatments including these.

Resistance to anti-cancer therapies arising from genetic heterogeneity is well understood. Less well characterised is the resistance to therapy proposed to occur via the plastic changes in melanoma cells generated by the impact of the tumor microenvironment. In melanoma, phenotypic-switching as means of plasticity has been well described and resembles, at least partially, an epithelial-to-mesenchymal transition (EMT). The presence of mesenchymal-like, invasive and slow-proliferating cells in melanoma, a highly aggressive cancer with intrinsic resistance to chemotherapy, is controversial and their potential contribution to therapeutic resistance has yet to be determined. Methods: We examined melanoma cell lines for the presence of mesenchymal-like cells using CM-Dil, a membrane dye evenly distributed to daughter cells with each cell division as a marker of reduced cell division. Functional assays included invasion and motility assays, in vivo mouse xenograft models as well as an in vivo chicken neural crest transplantation assay. Genome-wide gene-expression profiling was performed using Illumina HT12 arrays. Results: Here we show that mesenchymal-like cells are present in cell lines and in xenograft tumors, survive exposure to cytotoxic drugs and are invasive. Importantly, resistance was associated with a gene expression signature characterized by the expression of thrombospondin, TGFBI, genes associated with the extracellular matrix, and acquisition of increased invasiveness. This gene-expression pattern is reminiscent of an epithelial-to-mesenchymal transition in other solid cancers and a similar phenotype was detected after acquired resistance to the BRAF inhibitors PLX4720 and dabrafenib. Moreover, targeting thrombospondin in an in vivo model of melanoma cell plasticity and invasion led to the complete abrogation of the plastic and invasive potential of melanoma cells. Conclusion: The results link therapeutic resistance to the presence of mesenchymal-like and invasive cells, and identify potential targets for novel therapies directed at eradicating this key melanoma subpopulation. Citation Format: Andreas Behren, Aparna Jayachandran, Matthew Anaka, Christopher Hudson, Jonathan Cebon. Thrombospondin-1 is a targetable marker of invasive, mesenchymal- like melanoma cells. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 2015. doi:10.1158/1538-7445.AM2014-2015

9063 Background: At 45/105pregnancies, Malignant Melanoma (MM) is the commonest cancer diagnosed in pregnant women. An aggressive course & poor outcomes are recognised to occur during pregnancy. IG...

8542 Background: The acquisition of new mutations can explain resistance to targeted therapies; however resistance also develops without demonstrable new mutations. To better understand potential mechanisms for treatment failure we studied subpopulations of chemo-resistant cells that can be identified in early passage cell lines and the cellular plasticity that yields these. Methods: Melanoma subpopulations were identified and sorted on the basis of functional assays. Gene expression was evaluated with Illumina HT12 arrays and qPCR to identify potential mechanisms and targets. Sorted cells were evaluated in vitro for the induction of phenotype switching and effects of target inhibition. Results: A subset of slow proliferating label-retaining cells (LRC) was identified using a membrane dye. Direct isolation of LRC from a pt showed these were not an in vitro artefact. LRC isolated from multiple cell lines comprised the majority of cells that resisted cytotoxic drugs and could invade through an artificial extracellular membrane. Gene expression profiling identified a network of over-expressed genes related to epithelial-to-mesenchymal transition (EMT) notable for the expression of Thrombospondin-1 (TSP-1), Transforming-Growth Factor, Beta Induced, (TGFBI) and other extracellular matrix molecules. Initial studies show that LRC shared gene expression characteristics with PLX4032-resistant cells. Although interrogating LRC by qPCR showed up-regulation of the putative melanoma stem cell marker ABCB5 and the lysine specific demethylase Jarid1B, cell sorting and serial re-labelling experiments revealed a dynamic and interchangeable phenotype for these cells, challenging the hierarchical stem cell model for melanoma. The observed slow-cycling and chemo-resistant phenotype could be induced in vitro through TGF beta-mediated phenotype switching and cellular invasion was blocked using an antibody against TSP-1. Conclusions: Cytokine-induced plasticity in melanoma yields invasive, therapy-resistant cells which express EMT-related genes and pathways. We hypothesize that these cells are a source of treatment resistance in vivo and blocking their emergence may prevent treatment failure.

// Aparna Jayachandran 1 , 2 , Matthew Anaka 1 , 2 , Prashanth Prithviraj 1 , 2 , Christopher Hudson 1 , Sonja J McKeown 3 , Pu-Han Lo 1 , Laura J Vella 1 , 2 , Colin R Goding 4 , Jonathan Cebon 1 , 2 , Andreas Behren 1 , 2 1 Ludwig Institute for Cancer Research, Melbourne-Austin Branch, Cancer Immunobiology Laboratory, Heidelberg, VIC 3084, Australia. 2 Department of Medicine, University of Melbourne, Victoria, 3010, Australia 3 Department of Anatomy and Neuroscience, University of Melbourne, Victoria, 3010, Australia 4 Ludwig Institute for Cancer Research, University of Oxford, Oxford, OX3 7DQ, UK Correspondence to: Andreas Behren, e-mail: andreas.behren@ludwig.edu.au Keywords: Thrombospondin 1, melanoma, epithelial-to-mesenchymal transition, chick embryo, invasion, drug resistance Received: April 29, 2014 Accepted: June 23, 2014 Published: July 08, 2014 ABSTRACT Epithelial-to-mesenchymal transition (EMT), in which epithelial cells loose their polarity and become motile mesenchymal cells, is a determinant of melanoma metastasis. We compared gene expression signatures of mesenchymal-like melanoma cells with those of epithelial-like melanoma cells, and identified Thrombospondin 1 ( THBS1 ) as highly up-regulated in the mesenchymal phenotype. This study investigated whether THBS1, a major physiological activator of transforming growth factor (TGF)-beta, is involved in melanoma EMT-like process. We sought to examine expression patterns in distinct melanoma phenotypes including invasive, de-differentiated, label-retaining and drug resistant populations that are putatively associated with an EMT-like process. Here we show that THBS1 expression and secretion was elevated in melanoma cells exhibiting invasive, drug resistant, label retaining and mesenchymal phenotypes and correlated with reduced expression of genes involved in pigmentation. Elevated THBS1 levels were detected in Vemurafenib resistant melanoma cells and inhibition of THBS1 led to significantly reduced chemoresistance in melanoma cells. Notably, siRNA-mediated silencing of THBS1 and neutralizing antibody to THBS1 reduced invasion in mesenchymal-like melanoma cells, while ectopic THBS1 expression in epithelial-like melanoma cells enhanced invasion. Furthermore, the loss of THBS1 inhibited in vivo motility of melanoma cells within the embryonic chicken neural tube. In addition, we found aberrant THBS1 protein expression in metastatic melanoma tumor biopsies. These results implicate a role for THBS1 in EMT, and hence THBS1 may serve as a novel target for strategies aimed at the treatment of melanoma invasion and drug resistance.

Melanoma is the most common cancer diagnosed in pregnant women and an aggressive course with poorer outcomes is commonly described during pregnancy or shortly after childbirth. The underlying mechanisms for this are not understood. Here, we report that melanoma migration, invasiveness and progression are promoted by Pregnancy-Associated Plasma Protein-A (PAPPA), a pregnancy-associated metalloproteinase produced by the placenta that increases the bioavailability of IGF1 by cleaving it from a circulating complex formed with IGFBP4. We show that PAPPA is widely expressed by metastatic melanoma tumors and is elevated in melanoma cells exhibiting mesenchymal, invasive and label-retaining phenotypes. Notably, inhibition of PAPPA significantly reduced invasion and migration of melanoma cells in vitro and in vivo within the embryonic chicken neural tube. PAPPA-enriched pregnancy serum treatment enhanced melanoma motility in vitro. Furthermore, we report that IGF1 can induce the phenotypic and functional effects of epithelial-to-mesenchymal transition (EMT) in melanoma cells. In this study, we establish a clear relationship between a pregnancy-associated protein PAPPA, melanoma and functional effects mediated through IGF1 that provides a plausible mechanism for accelerated melanoma progression during pregnancy. This opens the possibility of targeting the PAPPA/IGF1 axis therapeutically.