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RNA-seq melanoma

ABSTRACT: Using a chromatin regulator-focused shRNA library, we found that suppression of sex determining region Y-box 10 (SOX10) in melanoma causes resistance to BRAF and MEK inhibitors. To investigate how SOX10 loss leads to drug resistance, we performed transcriptome sequencing (RNAseq) of both parental A375 (Ctrl. PLKO) and A375-SOX10KD (shSOX10-1, shSOX10-2) cells. To ask directly whether SOX10 is involved indrug resistance in BRAF(V600E) melanoma patients, we isolated RNA from paired biopsies from melanoma patients (pre- and post- treatment) , that had gained BRAF or MEK inhibitor resistance . We performed RNAseq analysis to determine changes in transcriptome upon drug resistance.

ORGANISM(S): Homo sapiens

PROVIDER: GSE50535 | GEO | 2014/01/04

SECONDARY ACCESSION(S): PRJNA217909

REPOSITORIES: GEO

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RNA-seq melanoma

Project description:Using a chromatin regulator-focused shRNA library, we found that suppression of sex determining region Y-box 10 (SOX10) in melanoma causes resistance to BRAF and MEK inhibitors. To investigate how SOX10 loss leads to drug resistance, we performed transcriptome sequencing (RNAseq) of both parental A375 (Ctrl. PLKO) and A375-SOX10KD (shSOX10-1, shSOX10-2) cells. To ask directly whether SOX10 is involved indrug resistance in BRAF(V600E) melanoma patients, we isolated RNA from paired biopsies from melanoma patients (pre- and post- treatment) , that had gained BRAF or MEK inhibitor resistance . We performed RNAseq analysis to determine changes in transcriptome upon drug resistance. Investigate genes regulated by SOX10 and differntial gene expression between pre- and post-treatment biopsies. We use short hairpin RNA to suppression SOX10 in A375 cells and cells were harvested with trizol reagent for RNA isolation. For paired biopsies (patient samples) we collected the first biopsy before the initiation of treatment and the second biopsy after drug resistance developed. RNA was isolated from FFPE samples and subjected for RNA sequencing.

2014-01-04 | E-GEOD-50535 | biostudies-arrayexpress

Analysis of A375 and A375 clones that acquired resistance to GSK2118436 after treatment with GSK2118436 (GSK436), GSK1120212 (GSK212), or the combination of GSK2118436 and GSK1120212 for 24 hour

Project description:In an effort to understand the mechanisms of acquired resistance to BRAF inhibitors, we isolated clones that acquired resistance to the BRAF inhibitor GSK2118436 derived from the A375 BRAF V600E mutant melanoma cell line. This resistance clones acquired mutations in NRAS and MEK1. One clones, 16R6-4, acquired two mutations in NRAS – Q61K and A146T. Proliferation and western blot analyses demonstrated that these clones were insensitive to single agent GSK2118436 or GSK1120212 (an allosteric MEK inhibitor) but were sensitive to the combination of GSK2118436 and GSK1120212. To further characterize this combination, global transcriptomic analysis was performed in A375 and 16R6-4 after 24 hour treatment with GSK2118436, GSK1120212 or the combination of GSK2118436 and GSK1120212. This data set was published in Molecular Cancer Therapeutics with the title “Combined inhibition of BRAF and MEK, BRAF and PI3K/mTOR, or MEK and PI3K/mTOR overcomes acquired resistance to the BRAF inhibitor GSK2118436, mediated by NRAS or MEK mutations” by Greger, J.G., et.al. A375 and 16R6-4 (an A375 derived GSK2118436 resistance clone) were treated for 24 hours with 0.1 micromolar GSK2118436, 1 micromolar GSK2118436, 0.01 micromolar GSK1120212, 0.1 micromolar GSK2118436 + 0.01 micromolar GSK1120212, or 1 micromolar GSK2118436 + 0.01 micromolar GSK1120212.

2012-02-01 | E-GEOD-35230 | biostudies-arrayexpress

Gene expression of the A375 melanoma cell line treated with RAF inhibitors Vemurafenib and time-course with EGF stimulation during Vemurafenib RAF inhibitor treatment alone or with the MEK inhibitor Cobimetinib

Project description:We treated for 24 hours the BRAF-V600E melanoma cell line A375 with 7 doses of the RAF inhibitor Vemurafenib and, in a second experimental desing, we treated for 24 hours the BRAF-V600E melanoma cell line A375 with Vemurafenib (1 uM) alone or in combination with the MEK inhibitor Cobimetinib (1 uM) and subsequently stimulated with EGF in a time-course of 7 time points for up to 8 hours (0, 0.5, 1, 2, 3, 4, 8 hours).

2020-10-19 | GSE127988 | GEO

Analysis of A375 and A375 clones that acquired resistance to GSK2118436 after treatment with GSK2118436 (GSK436), GSK1120212 (GSK212), or the combination of GSK2118436 and GSK1120212 for 24 hour

2012-02-01 | GSE35230 | GEO

RNA Seq data: A375, A375R, A375DR vorinostat treated, and biopy samples from patients pre- and post- treated with Vorinostat

Project description:BRAF(V600E) mutant melanomas treated with inhibitors of the BRAF and MEK kinases almost invariably develop resistance, which is frequently caused by reactivation of the Mitogen Activated Protein Kinase (MAPK) pathway. To identify novel treatment options for such patients, we searched for acquired vulnerabilities of MAPK inhibitor-resistant melanomas. We find that resistance to BRAF+MEK inhibitors is associated with increased levels of reactive oxygen species (ROS). Subsequent treatment with the histone deacetylase inhibitor (HDACi) vorinostat represses SLC7A11 that leads to a lethal increase in the already elevated levels of ROS in drug-resistant cells, thereby causing selective apoptotic death of only the drug resistant tumor cells. Consistently, treatment of BRAF inhibitor-resistant melanoma with HDACi in mice results in a dramatic tumor regression. In a study in patients with advanced BRAF+MEK inhibitor resistant melanoma, we find that HDACi can selectively ablate drug-resistant tumor cells, providing clinical proof of concept for the novel therapy identified here.

2018-04-18 | GSE110948 | GEO

Human BRAF-V600E melanoma cell lines drug sensitive vs drug resistant

Project description:aCGH of human melanoma cell lines comparing parental (drug sensitve) vs isogenic drug resistant-derived subline Two condition experiment: two BRAF-V600E mutant cell lines (drug sensitive - parental baseline) vs two derived sublines after chronic exposure to the MEK inhibitor trametinib (drug resistant) are compared

2014-04-21 | E-GEOD-49430 | biostudies-arrayexpress

DNA Seq data: biopy samples from patients pre- and post- treated with Vorinostat

2018-04-18 | GSE111140 | GEO

Expression data from A375 melanoma parental and persister cells

Project description:Identify transcriptionnally and translationally regulated mRNA in melanoma parental and persister cells In this dataset, we include expression data of A375 melanoma drug-naïve parental cells and A375 melanoma persister cells that survived from BRAF and MEK inhibition. The expression data are studied in both total RNA and polysome-bounded RNA.

2019-09-20 | GSE137724 | GEO

Expression Patterns of SOX10 deficient BRAFi/MEKi tolerant and SOX10 KO A375 cell lines

Project description:Given the heterogeneous expression of SOX10 in naïve melanoma, we sought to characterize SOX10 deficient population. To this end, we generated SOX10 CRISPR/Cas9 knockouts using two different guide RNAs (gRNA, #2 and #4) in the A375 (BRAF mutant) metastatic cell line. Using this approach, we identified multiple clones with loss of SOX10 expression. RNA-seq was performed to characterize the SOX10-regulated transcriptome. We used GSEA analysis to evaluate significant pathway changes in SOX10 knockout cells when compared to parental cells. We observed an enrichment in pathways associated with the tumor microenvironment (epithelial-mesenchymal transition; TGF beta signaling; extracellular structure organization; apical junction; hypoxia; angiogenesis), alterations in metabolic pathways (increase in the glycolysis pathway), a reduction in MYC and E2F targets and upregulation in p53 pathway and TNFA signaling via NFkB in the SOX10 knockout cells compared to parental cells. SOX10 negative clones have been identified in the minimal residual disease in BRAF mutant PDX models following BRAF and MEK inhibition and in patient samples while on treatment and SOX10 loss has been described as a resistant mechanism in BRAF mutant melanoma patients following vemurafenib treatment. Thus, we also analyzed the transcriptome profile of SOX10 low/deficient cells that arose following BRAFi+MEKi treatment in vivo. We performed GSEA analysis on RNA-seq data of CRT34 and CRT35 cells compared to parental A375 cells. CRT34 and CRT35 showed a very similar transcriptome profile to SOX10 KO cells when compared to A375 parental cells

2022-01-24 | GSE180568 | GEO

Expression data from BRAF-mutant melanoma cell lines

Project description:Melanoma cell lines were assessed for differences in gene expression patterns between the lines sensitive and resistant to BRAF and MEK inhibitor drugs. 22 BRAF-mutant melanoma cell lines were assessed for response to BRAF and MEK inhibitors in a 3 day drug treatment dose response assay. Based on the IC50, 18 lines were found to be responsive to BRAF or MEK inhibition and 4 were resistant. Normalised gene expression data generated from experimental replicate affymetrix arrays was assessed to identify differential patterns of inherent gene expression between the cell lines grouped as drug-responsive or drug-resistant. This were used to idenify specific candidate genes and pathways associated with inherent BRAF/MEK inhibitor drug resistance in melanoma cells.

2015-08-26 | E-GEOD-45558 | biostudies-arrayexpress

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