A timecourse analysis of the genetic extinction of NRAS in an inducible mouse model of melanoma.
Ontology highlight
ABSTRACT:
ORGANISM(S): Mus musculus
SUBMITTER: Lawrence Kwong
PROVIDER: E-GEOD-39985 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
Similar Datasets
Project description:Since direct pharmacological inhibition of RAS has thus far been unsuccessful, we explored system biology approaches to identify synergistic drug combination(s) that can mimic direct RAS inhibition. Leveraging an inducible mouse model of NRAS-mutant melanoma, we compare pharmacological MEK inhibition to complete NRAS-Q61K extinction in vivo. NRAS-Q61K extinction leads to a complete and durable tumor regression by enhancing both apoptosis and cell cycle arrest. By contrast, MEK inhibition only produces tumor stasis at best and we find that it robustly activates apoptosis but does not significantly impede proliferation. We used microarrays to determine which transcripts were affected by NRAS-Q61K extinction but insufficiently by MEK inhibition. We selected a single comparative timepoint, 4 days post-treatment. Downstream analyses included GSEA and TRAP algorithms, leading to the identification of a differentially affected CDK4-driven proliferation network. Immune genes were also identified as significant, but control experiments determined these to be largely the off-target effects of doxycycline and not of NRAS-Q61K extinction. The iNRAS-475 mouse melanoma cell line was injected intradermally into nude mice which were fed 2mg/ml doxycycline water. Tumors were allowed to reach 200-500mm3 after 6 weeks. Mice were then treated with vehicle or 100mg/kg of the AZD6244 MEK inhibitor, or doxycyline was withdrawn from the diet. Each sample represents a distinct tumor and thus provide six biological, not technical replicates per cohort.
2012-08-08 | E-GEOD-39984 | biostudies-arrayexpress
Project description:We sought to understand the pathways involved in NRAS extinction over time using a doxycycline-dependent, inducible mouse model of melanoma. This data provides insights into the temporal dynamics of downstream NRAS signaling and helps to correlate differentially affected pathways. We used microarrays to determine which transcripts were affected by NRAS-Q61K extinction at 24, 48, and 72 hours after doxycycline withdrawal. This data was used in support of a separate dataset submitted to GEO entitled Comparison of the genetic extinction of NRAS to pharmacological MEK inhibition in an inducible mouse model of melanoma.
2012-08-09 | GSE39985 | GEO
Project description:This SuperSeries is composed of the following subset Series: GSE39984: Comparison of the genetic extinction of NRAS to pharmacological MEK inhibition in an inducible mouse model of melanoma [4 days post-treatment] GSE39985: A timecourse analysis of the genetic extinction of NRAS in an inducible mouse model of melanoma. Refer to individual Series
2012-08-08 | E-GEOD-39987 | biostudies-arrayexpress
Project description:Since direct pharmacological inhibition of RAS has thus far been unsuccessful, we explored system biology approaches to identify synergistic drug combination(s) that can mimic direct RAS inhibition. Leveraging an inducible mouse model of NRAS-mutant melanoma, we compare pharmacological MEK inhibition to complete NRAS-Q61K extinction in vivo. NRAS-Q61K extinction leads to a complete and durable tumor regression by enhancing both apoptosis and cell cycle arrest. By contrast, MEK inhibition only produces tumor stasis at best and we find that it robustly activates apoptosis but does not significantly impede proliferation. We used microarrays to determine which transcripts were affected by NRAS-Q61K extinction but insufficiently by MEK inhibition. We selected a single comparative timepoint, 4 days post-treatment. Downstream analyses included GSEA and TRAP algorithms, leading to the identification of a differentially affected CDK4-driven proliferation network. Immune genes were also identified as significant, but control experiments determined these to be largely the off-target effects of doxycycline and not of NRAS-Q61K extinction.
2012-08-09 | GSE39984 | GEO
Project description:Targeted therapies have the potential to revolutionize cancer care by providing personalized treatment strategies that are less toxic and more effective but it is clear that for most solid tumors suppression of a single target is not sufficient to prevent development of resistance. A powerful method to identify mechanisms of resistance and targets for combination therapy is to use an in vivo genetic approach. We have developed a novel retroviral gene delivery mouse model of melanoma that permits control of gene expression post-delivery using the tetracycline (tet)-regulated system. In this study we used this melanoma model to select for resistant tumors following genetic inhibition of mutant NRAS. Analysis of tumors that became resistant to NRAS suppression revealed that the most common mechanism of resistance was overexpression of the Met receptor tyrosine kinase (RTK). Importantly, inhibition of Met overcomes NRAS resistance in this context. Analysis of NRAS mutant human melanoma cells revealed that inhibition of MEK is also associated with adaptive RTK signaling. Furthermore, co-inhibition of RTK signaling and MEK overcomes acquired MEK inhibitor resistance in NRAS mutant melanoma. These data suggest that combined inhibition of RTK and MEK signaling is a rational therapeutic strategy in mutant NRAS driven melanoma. Reversible NRAS Q61R expression in the melanocytes of DCT-TVA;Ink4a/Arf lox/lox mice (FVB/n) was achieved by transducing the animals with Tet-off and TRE-NRASQ61R-IRES-Cre avian leukosis viruses. After tumor initiation, the expression of NRAS Q61R was turned off by administrating doxycycline. Despite initial regression, tumors in 40% of mice developed resistance to NRAS Q61R withdraw. Seven resistant tumors and one control tumor where NRAS Q61R expression was not interrupted were subjected to genome-wide gene expression profiling.
2014-10-31 | E-GEOD-51906 | biostudies-arrayexpress
Project description:Extinction learning refers to the phenomenon that a previously learned response to an environmental stimulus, for example the expression of an aversive behavior upon exposure to a specific context, is reduced when the stimulus is repeatedly presented in the absence of a previously paired aversive event. Extinction of fear memories has been implicated with the treatment of anxiety disease but the molecular processes that underlie fear extinctionare only beginning to emerge. Here we show that fear extinction initiates up-regulation of hippocampal insulin-growth factor 2 (Igf2) and down-regulation of insulin-growth factor binding protein 7 (Igfbp7). In line with this observation we demonstrate that IGF2 facilitates fear extinction, while IGFBP7 impairs fear extinction in an IGF2-dependent manner. Furthermore, we identify one cellular substrate of altered IGF2-signaling during fear extinction. To this end we show that fear extinction-induced IGF2/IGFBP7-signaling promotes the survival of 17-19 day-old newborn hippocampal neurons. In conclusion, our data suggests that therapeutic strategies that enhance IGF2-signaling and adult neurogenesis might be suitable to treat disease linked to excessive fear memory. We employed mice to investigate fear extinction in the hippocampus-dependent contextual fear conditioning paradigm. To this end, male C57BL/6J mice were exposed to the fear conditioning box (context) followed by an electric foot-shock which elicits the acquisition of conditioned contextual fear. For extinction training animals were repeatedly reexposed to the conditioned context on consecutive days (24h interval) without receiving the footshockagain (extinction trial, E). This procedure eventually results in the decline of the aversive freezing behavior. Mice that were exposed to the conditioning context without receiving fear conditioning training served as control groups. To gain a better understanding of the molecular processes underlying fear extinction we performed a genome-wide analysis of the hippocampal transcriptome during fear extinction. In the employed paradigm fear extinction is a gradual process. To capture the longitudinal course of fear extinction we decided to perform hippocampal microarray analysis at two time points: (1) After the first extinction trial (E1) when animals display high levels of aversive freezing behavior and (2) at the extinction trial on which the freezing behavior was significantly reduced when compared to E1. This extinction trial, in the case of this experiment E5, we termed “extinction trial low freezing” (ELF). Mice that were exposed to the conditioning context without receiving fear conditioning training served as control groups (3). For all three groups we hybridized 5 samples (biological replicates).
2011-08-07 | E-GEOD-31063 | biostudies-arrayexpress
Project description:Extinction learning refers to the phenomenon that a previously learned response to an environmental stimulus, for example the expression of an aversive behavior upon exposure to a specific context, is reduced when the stimulus is repeatedly presented in the absence of a previously paired aversive event. Extinction of fear memories has been implicated with the treatment of anxiety disease but the molecular processes that underlie fear extinctionare only beginning to emerge. Here we show that fear extinction initiates up-regulation of hippocampal insulin-growth factor 2 (Igf2) and down-regulation of insulin-growth factor binding protein 7 (Igfbp7). In line with this observation we demonstrate that IGF2 facilitates fear extinction, while IGFBP7 impairs fear extinction in an IGF2-dependent manner. Furthermore, we identify one cellular substrate of altered IGF2-signaling during fear extinction. To this end we show that fear extinction-induced IGF2/IGFBP7-signaling promotes the survival of 17-19 day-old newborn hippocampal neurons. In conclusion, our data suggests that therapeutic strategies that enhance IGF2-signaling and adult neurogenesis might be suitable to treat disease linked to excessive fear memory.
2011-08-08 | GSE31063 | GEO
Project description:We analyze the globel gene expression changes in the tumor initiating cells of regressing miR-125b addicted tumors after oncomiR withdrawal For Histone-H2BGFP expression in DTG tumor cells, the U6 promoter was deleted in the PLKO-PGK-H2B-GFP vector throughNdeI-AgeI digestion, Quick Blunting Kit treatment (NEB), and self-ligation. The resulting PLNA-PGK-H2BGFP plasmid was packaged into lentivirus and used to infect ~1x106freshly sorted α6hiβ1hi DTG tumor cells. After 30 min, cells were then extensively washed and immediately engrafted onto backskins of Nude mice by intradermal transplantation. GFP+α6hiβ1hicells were FACS-isolated from resulting tumors and then serially transplanted as above. For RNA seq analysis of the miR-125b addicted tumor regression process, H2BGFP labeled DTG tumor cells were intradermally engrafted onto backskins of Nude mice (1x104cells/site). Tumors were allowed to grow to ~1cm diameter. Mice were then taken Off Dox by transferring them to regular food for 0, 4, 7 days. GFP+α6hiβ1hiwere then FACS-isolated from the tumors. Two or three independent replicates were collected for each time point. Total RNAswere extracted from the FACS-sorted cells using the miRNeasy Mini Kit (Qiagen) according to the vender’s protocol. Expression of miR-125b in each sample was quantified by RT-PCR using TaqMan MicroRNA Assays (Applied Biosystems). For RNA seq, RNA samples were submitted to the Genomics Resources Core Facility of the Weill Cornell Medical College for library construction using IlluminaTruSeq Stranded mRNA Sample Prep Kit and then sequencing using Illumina HiSeq2000. Resultswere analyzed via the Galaxy web platform using TopHat for initiate mapping and Cufflinks for transcripts assembling and expression level estimation (Computing FPKM: fragments per kilobase of exon per million fragments mapped). The MM9 genome assembly (UCSC Genome Browser) was used as reference genome for all analyses. Low expression genes
2014-02-12 | E-GEOD-54704 | biostudies-arrayexpress
Project description:A panel of 17 human melanoma cell lines with known BRAF and NRAS mutation status was stimulated with TNF-alpha for 72 hours. The goal of the study was to correlate the transcriptional response in BRAF versus NRAS mutated melanoma cell lines.
2014-02-10 | GSE51221 | GEO
Project description:A panel of 17 human melanoma cell lines with known BRAF and NRAS mutation status was stimulated with TNF-alpha for 72 hours. The goal of the study was to correlate the transcriptional response in BRAF versus NRAS mutated melanoma cell lines. Total RNA was obtained from a panel of 17 human melanoma cell lines treated for 72 hours with TNF-alpha or left untreated. Gene expression profiling was done using the Illumina Human HT12 v4 platform.
2014-02-10 | E-GEOD-51221 | biostudies-arrayexpress