Expression of neural crest markers GLDC and ERRFI1 is correlated with melanoma prognosis
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE123686 | GEO | 2019/02/07
REPOSITORIES: GEO
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Project description:Comparison between the copy number of differentially methylated sites between lymph node metastasis from melanoma patients with good prognosis and melanoma brain metastasis. All samples are taken from different patients, and were established as cell lines in the John Wayne Cancer Institute. Sixteen metastatic melanomas were run on Affymetrix Genome-Wide Human SNP Array 6.0. Lymph node metastases and brain metastases genetic copy number variations were compared.
2013-09-19 | E-GEOD-44019 | biostudies-arrayexpress
Project description:Recent studies suggest that malignant melanoma heterogeneity includes subpopulations of cells with features of multipotent neural crest (NC) cells. Zebrafish and mouse models have shown that reactivation of neural crest-specific pathways determines the invasiveness of melanoma cells. In this study, we show that the neural crest-associated transcription factor FOXD1 plays a key role in invasion and migration capacity of metastatic melanomas both in vivo and in vitro. Gene expression profiling analysis identified on one hand, an upregulation of FOXD1 in NC and melanoma cells, and on the other hand, a downregulation of several genes related to cell invasion in FOXD1 knockdown cells, including MMP9 and RAC1B. Furthermore, we demonstrate that knockdown of RAC1B a tumor-specific isoform of RAC1, significantly impaired cell migration and invasion in melanoma and could abrogate enhanced invasiveness induced by FOXD1 overexpression. We conclude that FOXD1 may influence invasion and migration via indirect regulation of MMP9 and RAC1B alternative splicing in melanoma cells.
2018-08-31 | GSE111766 | GEO
Project description:We established a model of human melanoma metastasis to identify differentially expressed genes in brain metastasis, compared to cutaneous melanoma from which they were developed. Such genes may control brain metastasis. The identification and characterization of these genes would advance the understanding of the metastatic process and may lead to new diagnostics and therapeutic approach. Brain metastases occur in almost 40% of melanoma patients. The median survival of such patients does not exceed a few months. Very little information is available on mechanisms underlying the progression of melanoma towards brain metastasis. The function, and significance of the various factors involved in melanoma progression must be deciphered using relevant models. Currently, most human melanoma brain metastasis models consist of xenografted cells inoculated into immune-deficient mice mainly by intracarotid or intra-cardiac administration. We generated a reproducible melanoma brain metastasis model, consisting of brain-metastasizing variants and local, sub-dermal variants that originate from the same melanomas thus sharing a common genetic background. The brain metastasizing variants were obtained by intra-cardiac inoculation. One of the brain metastasizing variants when inoculated sub-dermally yielded spontaneous brain dormant micrometastasis. Cells from the spontaneous brain micrometastasis when removed from the brain microenvironment proliferate very well in vitro and generate tumors in the skin being the orthotopic organ site. The brain metastasis and micro-metastasis cells expressed higher levels of ANGPTL4, COX-2, MMP1, MMP2 and PRAME and lower levels of CLDN1, CYR61 and IL-6R than the cutaneous variants. These gene products may be involved in melanoma brain metastasis and may serve as novel brain metastasis biomarkers and targets for therapy. 8 Samples (arrays) were analyzed. We generated pairwise comparisons between cutaneous and brain metastatic variants of the same genetic background, using Partek Genomics Suite, in the three melanoma models. Genes with pM-bM-^IM-$5% and a fold-change difference of M-bM-^IM-%1.25 or <-1.25 were selected.
2011-03-17 | E-GEOD-27980 | biostudies-arrayexpress
Project description:Expression of neural crest markers GLDC and ERRFI1 is correlated with melanoma prognosis
| PRJNA509594 | ENA
Project description:We established a model of human melanoma metastasis to identify differentially expressed genes in brain metastasis, compared to cutaneous melanoma from which they were developed. Such genes may control brain metastasis. The identification and characterization of these genes would advance the understanding of the metastatic process and may lead to new diagnostics and therapeutic approach. Brain metastases occur in almost 40% of melanoma patients. The median survival of such patients does not exceed a few months. Very little information is available on mechanisms underlying the progression of melanoma towards brain metastasis. The function, and significance of the various factors involved in melanoma progression must be deciphered using relevant models. Currently, most human melanoma brain metastasis models consist of xenografted cells inoculated into immune-deficient mice mainly by intracarotid or intra-cardiac administration. We generated a reproducible melanoma brain metastasis model, consisting of brain-metastasizing variants and local, sub-dermal variants that originate from the same melanomas thus sharing a common genetic background. The brain metastasizing variants were obtained by intra-cardiac inoculation. One of the brain metastasizing variants when inoculated sub-dermally yielded spontaneous brain dormant micrometastasis. Cells from the spontaneous brain micrometastasis when removed from the brain microenvironment proliferate very well in vitro and generate tumors in the skin being the orthotopic organ site. The brain metastasis and micro-metastasis cells expressed higher levels of ANGPTL4, COX-2, MMP1, MMP2 and PRAME and lower levels of CLDN1, CYR61 and IL-6R than the cutaneous variants. These gene products may be involved in melanoma brain metastasis and may serve as novel brain metastasis biomarkers and targets for therapy.
2011-03-17 | GSE27980 | GEO
Project description:The identification of novel tumor-specific markers may improve understanding of melanoma progression and prognostic accuracy. Whole genome expression profiling of 46 primary melanomas, 12 metastases, and 16 normal skin samples using Affymetrix U133 PLUS 2.0 array generated gene lists including both known and new melanoma genes. The molecular genetic alterations contributing to the pathogenesis of melanoma are incompletely defined and few independent prognostic features have been identified beyond the pathologic characteristics of the primary tumor. Early stage melanoma is frequently curable, in contrast to the inferior prognosis of melanomas with regional lymph nodes involvement and the incurability of distant metastatic disease. The identification of novel tumor-specific markers may improve our understanding of melanoma progression and prognostic accuracy. To find differentially expressed genes that can distinguish melanoma from normal tissue, we performed a whole genome expression profiling of 46 primary melanoma samples, 12 regional or distant metastases, and 16 normal skin samples using Affymetrix U133 2.0 Plus array. Our study generated lists of differentially expressed genes in melanoma and identified novel prognostic marker HMGA2. It is a novel, highly overexpressed melanoma gene associated with poor prognosis. The overexpression of HMGA2 is strongly associated with regional and distant metastases and serves as an independent predictor of disease-free survival and overall survival in melanoma. Melanoma samples were obtained through an IRB-approved protocol using informed consent at the University of Michigan Multidisciplinary Melanoma Clinic. A portion of pigmented lesions clinically suspicious for melanoma and known melanoma were sampled by punch biopsy at the time of excision. The punch biopsy was bisected; half was sent to for clinical diagnosis and the other half along with adjacent normal skin when available immediately snap-frozen in liquid nitrogen. Snap-frozen tissue was embedded in OCT (TissueTek) followed by frozen sectioning and H&E slide preparation. The slides were evaluated by dermatopathologist who identified areas with greater than 70% tumor cellularity, which were sampled for RNA extraction. Primary melanomas and melanoma metastases were derived from different patients. Metastatic samples included lymph nodes (n=8), subcutaneous soft tissue (n=2), spleen (n=1), and small intestine (n=1).
2012-06-07 | E-GEOD-15605 | biostudies-arrayexpress
Project description:Uveal melanoma metastases are lethal and remain incurable. Quantitative proteomic analysis of 53 metastasizing and 47 non-metastasizing primary uveal melanoma (pUM) was pursued for insights into UM metastasis and protein biomarkers. The metastatic status of the pUM specimens was defined based on clinical data, survival histories, prognostic analyses, and liver histopathology. LC MS/MS iTRAQ technology, the Mascot search engine and the UniProt human database were used to identify and quantify pUM proteins relative to normal choroid excised from UM donor eyes containing metastasizing (n=6) and non-metastasizing (n=7) pUM. The determined proteomes of all 100 tumors were very similar, encompassing a total of 3935 pUM proteins. Proteins differentially expressed (DE) (n=402) between metastasizing and non-metastasizing pUM were employed in bioinformatic analyses that predicted significant differences in the immune system between metastasizing and non-metastasizing pUM. Immune proteins (n=778) identified in this study support the immune-suppressive nature and low abundance of immune checkpoint regulators in pUM and suggest CDH1 and HLA-DPA1 as candidates for immune therapy checkpoint blockade. Prediction modeling identified 32 proteins capable of predicting with 93% discriminatory accuracy metastasizing versus non-metastasizing pUM, supporting the potential of protein-based prognostic methods for detecting UM metastasis
2021-05-15 | MSV000087437 | MassIVE
Project description:The identification of novel tumor-specific markers may improve understanding of melanoma progression and prognostic accuracy. Whole genome expression profiling of 46 primary melanomas, 12 metastases, and 16 normal skin samples using Affymetrix U133 PLUS 2.0 array generated gene lists including both known and new melanoma genes. The molecular genetic alterations contributing to the pathogenesis of melanoma are incompletely defined and few independent prognostic features have been identified beyond the pathologic characteristics of the primary tumor. Early stage melanoma is frequently curable, in contrast to the inferior prognosis of melanomas with regional lymph nodes involvement and the incurability of distant metastatic disease. The identification of novel tumor-specific markers may improve our understanding of melanoma progression and prognostic accuracy. To find differentially expressed genes that can distinguish melanoma from normal tissue, we performed a whole genome expression profiling of 46 primary melanoma samples, 12 regional or distant metastases, and 16 normal skin samples using Affymetrix U133 2.0 Plus array. Our study generated lists of differentially expressed genes in melanoma and identified novel prognostic marker HMGA2. It is a novel, highly overexpressed melanoma gene associated with poor prognosis. The overexpression of HMGA2 is strongly associated with regional and distant metastases and serves as an independent predictor of disease-free survival and overall survival in melanoma.
2012-06-08 | GSE15605 | GEO
Project description:Circulating tumor cells (CTCs) are critical in the development of distant organ tumor metastasis, and are associated with advanced cancer stage and poor patient outcome. Here, we present the first genome-wide nucleotide-level characterization of CTCs. Our single-nucleotide polymorphism (SNP) analysis in patients with melanoma involved: 1) global comparative genomic analysis of CTCs and matched regional metastases, 2) identification of key genomic aberrations in CTCs, 3) verification of these target genes in aggressive distant tumor metastases, and 4) evidence of selective expression and functional consequence of CTC-associated genes in melanomas. We report 131 aberrant loci in CTCs that are potentially pro-metastatic, and show that such expression of a 5-marker gene panel (CSMD2, CNTNAP5, FLJ14051, ADAM6, TRPM2) in melanomas confers prognostic utility. Successful treatment of melanoma requires understanding of the metastatic process and identification of patients with tumors most likely to develop aggressive metastatic disease. Melanomas are heterogeneous, and CTCs have long been recognized as vehicles for cancer spread, representing particularly aggressive tumor clones that can evolve into successful clinical metastases. Elucidation of genomic aberrations in CTCs will aid in the development of prognostic biomarkers and therapeutic strategies to target CTCs to prevent or control distant cancer spread. This study provides the first detailed genomic confirmation of the close relation between CTCs and tumor metastases, and illustrates how CTCs can be utilized as a novel approach and rational source for identification of pro-metastatic genes in cancer research. Three individual patient cohorts were utilized in the study. CNV and LOH loci were evaluated initially in metastatic melanoma patients (n=13) in a discovery cohort. SNP loci that harbored CNV/LOH in CTCs were then separately verified for: (a) presence in distant organ metastasis (AJCC Stage IV melanoma) (n=27), and (b) relevance to prognosis in regional melanoma metastasis (AJCC Stage III melanoma) (n=35). The first discovery patient cohort group was utilized for capture of CTCs, and consisted of peripheral blood mononuclear cell (PBMC) and tumor specimens from metastatic melanoma patients (n=13). CTC-related loci were verified in a second cohort of patients with Stage IV distant organ metastases (n=27), including 15 brain, 4 lung, and 8 gastrointestinal (bowel, liver) metastases. The third patient cohort consisted of early passage (<12) established melanoma cell lines derived from 35 regional melanoma metastases (Stage III) for evaluation of the prognostic utility of the CTC-associated aberrant loci.
2014-07-01 | E-GEOD-43934 | biostudies-arrayexpress
Project description:Metastatic melanoma is the most aggressive skin cancer and associated with a poor prognosis. Targeted therapy is one of the most important treatments for patients with BRAFV600E-mutated advanced melanoma. However, the development of resistance to this treatment compromises its therapeutic success. Increasing evidence has indicated that NC-associated genes play important roles in tumor progress and drug resistance. Our previous study showed that FOXD1 is a neural crest (NC)-associated gene that has high expression levels both in NC cells and melanoma and that it could regulate melanoma migration and invasion. Here, we found that the FOXD1-CTGF axis is important for melanoma resistance. The connective tissue growth factor (CTGF) was identified as a direct downstream factor of FOXD1 using microarray assay. In detail, when we compared the microarray data from FOXD1 OE and control groups, we found that the expression level of CTGF was also higher in FOXD1 OE cells (FC=1.97).
2021-03-29 | GSE162973 | GEO