Six melanoma cancer cell lines transcriptomics (metastatic and primary)
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE162270 | GEO | 2021/03/14
REPOSITORIES: GEO
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Project description:Little is known about genes that promote melanoma cell growth and proliferation. siRNAs may be used to address the role of individual genesin these processes. RNAi library screens were used in the past to gain a comprehensive overview of all genes involved in cell growth, proliferation, migration and other cellular processes. A large-scale loss-of-function screen for eight different melanoma cell lines was performed using a pooled lentiviral shRNA library (GeneNet Human 50K lentiviral shRNA Library,cat#SI206B-1, System Biosciences) to identify genes relevant for melanoma cell growth and proliferation. shRNAs that lead to cell death or reduced growth of transduced melanoma cells are negatively selected and thereby underrepresented in the final cellular shRNA pool and vice versa. The shRNAs of the shRNA library (3-5 per gene) have complementary sequences to probes on the custom Affymetrix microarray HG-U133Plus2 and were analysed using this array. Well-known melanoma cell lines SK-Mel-103, A375, SK-Mel-147, SK-Mel-19, SK-Mel-28, SK-Mel-29, SK-Mel-5, WM3523cln6 were transduced with the lentiviral shRNA library and grown for 10 days under puromycin selection (day 10), control cells of respective cell lines were transduced and frozen immediately after transduction and genomic integration of shRNAs (day 0). Totel DNA was extracted and genomically integrated shRNAs were hybridized to Affymetrix microarrays (HG-U133Plus2.0 array).
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Project description:Purpose. Aggressiveness is a crucial issue related to cutaneous melanoma malignancy and its high metastatic potential. Aim of this work is to identify new pathways or molecules controlling melanoma cell aggressiveness. Proliferation, migration and invasion capability under serum stimulation were analyzed in 12 human metastatic melanoma cell lines to identify the most aggressive ones as a model. The most proliferating/invading (defines as the most aggressive) A375 cell line was compared to the less aggressive one, Sk mel 28 by means of different approaches: 1) transcriptomic analysis by ILLUMINA platform; 2) proteomic study through LC-MS/MS analysis; 3) multiplexed assay to measure secretion of cytokines in conditioned media bioinformatic analysis was then carried out. Two groups of cells significantly differing in aggressiveness were identified and 2 cell lines, namely A375 and SK-Mel-28 were selected as model of the most and the less aggressive phenotype, respectively. A multi-omic analysis of several experimental datasets derived from transcriptomic, proteomic (mass spectrometric) and cytokinomic data was then carried out via Ingenuity Pathway Analysis (IPA) software. Analysis of upstream regulators and network analysis, indicated that the expression of tumor necrosis factor (TNF) were significantly differently expressed and functioning. The involvement of these pathways was confirmed by functional validation studies as zymography and proliferation studies and the most significantly upregulated pathway (TNF-alfa) was tested. Five melanoma cell lines with different MAGS were treated with an anti-TNFα monoclonal antibody and the most aggressive ones were highly significantly affected.
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Project description:We recently reported that single-cell derived isogenic subclones of SKMEL5 cells have differential initial sensitivity to BRAF-inhibitors. In order to probe differences among these subclones, we selected three subclones with unique drug responses: progressing (SK-MEL-5 SC10), stationary (SK-MEL-5 SC07), and regressing (SK-MEL-5 SC01) and performed RNASeq. This study examines differentially expressed genes (DEGs) among the subclones to identify the molecular basis for initial differences in drug sensitivity.
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Project description:Super-enhancers (SEs) are large genomic regions with high density of enhancer marks. In cancer, SEs are found near oncogenes and dictate cancer gene expression. However, how oncogenic SEs are regulated remains poorly understood. Here, we show that INO80, a chromatin remodeling complex, is required for SE-mediated oncogenic transcription and tumor growth in melanoma. The expression of Ino80, the SWI/SNF ATPase, is elevated in melanoma cells and patient melanomas compared to normal melanocytes and benign nevi. Furthermore, Ino80 silencing selectively inhibits melanoma cell proliferation, anchorage-independent growth, as well as tumorigenesis and tumor maintenance in mouse xenografts. Mechanistically, Ino80 occupies more than 90% of SEs, and its occupancy is dependent on transcription factors such as MITF and Sox9. Ino80 binding reduces nucleosome occupancy and facilitates Mediator recruitment, thus promoting oncogenic transcription. Consistently, genes co-occupied by Ino80 and Med1 are specifically expressed in melanomas compared to melanocytes. Together, our results reveal an essential role of INO80-dependent chromatin remodeling in SE function, and suggest a novel strategy for disrupting SEs in cancer treatment. Human melanoma cell line A375 cells were infected with shNT or shIno80, and total RNA was extracted 2, 3, 4 days after infection. The RNA was submitted to RNA-Seq subsequently. For ChIP-Seq, either wild type A375 and SK-MEL-147, or A375 infected with shNT or shIno80, was used for ChIP-Seq for corresponding factors.
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Project description:Super-enhancers (SEs) are large genomic regions with high density of enhancer marks. In cancer, SEs are found near oncogenes and dictate cancer gene expression. However, how oncogenic SEs are regulated remains poorly understood. Here, we show that INO80, a chromatin remodeling complex, is required for SE-mediated oncogenic transcription and tumor growth in melanoma. The expression of Ino80, the SWI/SNF ATPase, is elevated in melanoma cells and patient melanomas compared to normal melanocytes and benign nevi. Furthermore, Ino80 silencing selectively inhibits melanoma cell proliferation, anchorage-independent growth, as well as tumorigenesis and tumor maintenance in mouse xenografts. Mechanistically, Ino80 occupies more than 90% of SEs, and its occupancy is dependent on transcription factors such as MITF and Sox9. Ino80 binding reduces nucleosome occupancy and facilitates Mediator recruitment, thus promoting oncogenic transcription. Consistently, genes co-occupied by Ino80 and Med1 are specifically expressed in melanomas compared to melanocytes. Together, our results reveal an essential role of INO80-dependent chromatin remodeling in SE function, and suggest a novel strategy for disrupting SEs in cancer treatment. Human melanoma cell line A375 cells were infected with shNT or shIno80, and total RNA was extracted 2, 3, 4 days after infection. The RNA was submitted to RNA-Seq subsequently. For ChIP-Seq, either wild type A375 and SK-MEL-147, or A375 infected with shNT or shIno80, was used for ChIP-Seq for corresponding factors.
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