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Low MITF/AXL ratio predicts early resistance to multiple targeted drugs in melanoma

ABSTRACT: Increased MITF expression contributes to melanoma progression and resistance to BRAF pathway inhibition. We show that, unexpectedly, lack of MITF is associated with more severe resistance to a range of inhibitors. Indeed, the presence of endogenous MITF was essential for robust drug responses. Both in primary and acquired resistance, MITF levels inversely correlated with expression of several activated receptor tyrosine kinases, most commonly AXL. The MITF-low/AXL-high/drug resistance phenotype was seen in roughly half of BRAF mutant and the majority of NRAS mutant melanoma cell lines. The dichotomous behavior of MITF in drug response was corroborated in vemurafenib-resistant biopsies, including MITF high and low clones in a relapsed patient. Drug cocktails containing AXL inhibitor enhanced melanoma cell elimination by BRAF or ERK inhibition. Our results demonstrate that a low MITF/AXL ratio predicts early resistance to multiple targeted drugs, and warrant clinical validation of AXL inhibitors to combat resistance of BRAF and NRAS mutant MITF-low melanomas.

ORGANISM(S): Homo sapiens

PROVIDER: GSE61544 | GEO | 2014/09/19

SECONDARY ACCESSION(S): PRJNA261431

REPOSITORIES: GEO

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Low MITF/AXL ratio predicts early resistance to multiple targeted drugs in melanoma

Project description:Increased MITF expression contributes to melanoma progression and resistance to BRAF pathway inhibition. We show that, unexpectedly, lack of MITF is associated with more severe resistance to a range of inhibitors. Indeed, the presence of endogenous MITF was essential for robust drug responses. Both in primary and acquired resistance, MITF levels inversely correlated with expression of several activated receptor tyrosine kinases, most commonly AXL. The MITF-low/AXL-high/drug resistance phenotype was seen in roughly half of BRAF mutant and the majority of NRAS mutant melanoma cell lines. The dichotomous behavior of MITF in drug response was corroborated in vemurafenib-resistant biopsies, including MITF high and low clones in a relapsed patient. Drug cocktails containing AXL inhibitor enhanced melanoma cell elimination by BRAF or ERK inhibition. Our results demonstrate that a low MITF/AXL ratio predicts early resistance to multiple targeted drugs, and warrant clinical validation of AXL inhibitors to combat resistance of BRAF and NRAS mutant MITF-low melanomas. Experssion analysis by RNAseq of 14 melanoma cell lines.

2014-09-19 | E-GEOD-61544 | biostudies-arrayexpress

Single-cell transcriptomics of NRAS-mutated melanoma transitioning to drug resistance: elevated P2RX7 levels indicate response to targeted therapy

Project description:While effective therapy is available for melanoma patients harbouring BRAF mutations, to date, the efficient therapeutic approaches for NRAS-mutant melanoma patients are limited. Therapeutic regimen involving combinatorial inhibition of MEK1/2 and CDK4/6 prove to be beneficial as targeted therapy for NRAS-mutant melanoma. Yet, only a subset of melanoma patients responded to this treatment, whereas acquired resistance eventually emerge in responders. Upon prolonged therapy with MEK1/2 and CDK4/6 inhibitors cells switch to fully drug-resistant or senescent phenotype in vitro. Consequently, there is a necessity to portray cell populations sensitive to targeted therapy, but also cell transitions associated with NRAS-mutant melanoma resistance. To define transcriptional states arising under indicated therapy and cell fate decisions governing resistance, we performed single-cell RNA sequencing at four distinguished time points during treatment. In this study, we identified a cell population highly enriched in calcium signalling, among others, associated with positive drug response. In particular, prolonged expression of ATP-gated ion channel P2RX7 was related to a senescent-like phenotype. Next, we described an immune-like melanoma state that acquired drug resistance and re-enter the cell cycle under treatment, as well as cell populations with intrinsic potential to evade drug pressure.

2023-04-26 | GSE230538 | GEO

Single cell RNAseq data from A2058 cell line (Melanoma)

Project description:The goal of this study was to unlock the cellular diversity of A2058, a melanoma cell line known to be resistant to BRAF inhibition, by performing single cell RNAseq profiling using a 10X genomics platform. This approach allowed us to study the transcriptional programming of every single melanoma cell, particularly of those cells expressing ABCB5, a cell surface protein involved in invasiveness and resistance to BRAF inhibition. Findings from this study revelaed that ABCB5-expressing cells also expressed melanocytic genes (MITF) but with a distinct transcriptional program to those expressing AXL. We also used this data to identify the expresion of commonly studied drug efflux pumps in melanoma cells.

2020-06-22 | GSE150241 | GEO

COLO829 treatment with PLX4032 and/or MITF knockdown

Project description:Thousands of enhancers are characterized in the human genome, yet few have been shown important in cancer. Inhibiting oncokinases, such as EGFR, ALK, HER2, and BRAF, is a mainstay of current cancer therapy but is hindered by innate drug resistance mediated by upregulation of the HGF receptor, MET. The mechanisms mediating such genomic responses to targeted therapy are unknown. Here, we identify lineage-specific MET enhancers for multiple common tumor types, including a melanoma lineage-specific MET enhancer that displays inducible chromatin looping and MET gene induction upon BRAF inhibition. Epigenomic analysis demonstrated that the melanocyte-specific transcription factor, MITF, mediates this enhancer function. Targeted genomic deletion (<7bp) of the MITF motif within the MET enhancer suppressed inducible chromatin looping and innate drug resistance, while maintaining MITF-dependent, inhibitor-induced melanoma cell differentiation. Epigenomic analysis can thus guide functional disruption of regulatory DNA to decouple pro- and anti-oncogenic functions of tumor lineage-enriched transcription factors mediating innate resistance to oncokinase therapy. COLO829 human melanoma cell line harboring the BRAFV600E mutation was treated with BRAF inhibtior PLX4032 (Vemurafenib) and/or a hairpin against MITF

2014-01-14 | E-GEOD-50649 | biostudies-arrayexpress

Identification of new therapies for the treatment ofBRAF/NRAS wild type melanomas

Project description:Despite recent therapeutic advances in the management of BRAFV600-mutant melanoma, there is still a compelling need for more effective treatments for patients who developed BRAF/NRAS wild type disease. Since the activity of single targeted agents is limited by innate and acquired resistance, we performed a high-throughput drug screen using 180 drug combinations to generate over 17,000 viability curves, with the aim of identifying agents that synergise to kill BRAF/NRAS wild type melanoma cells. From this screen we identified a promising drug combination that efficiency kills 30% of melanoma cell lines. We validated in vivo the synergy of the drug combination and found a potential marker to identify sensitive tumors. We applied a genome-wide CRISPR screening which revealed that resistance mechanisms to the drug combination. In order to investigate the mechanism of drug synergy, we treated sensitive and resistance melanoma cell lines with the single drugs and the drug combination and performed proteome analyses to investigate the changes in total proteins and protein phosphorylation. These analysis highlighted specific pathway deregulations associated to the drug synergy that allowed to get a better understanding of the drug interaction and their efficacy in killing melanoma cell lines.

2022-03-23 | PXD007649 | Pride

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

Data independent MS phenotyping of melanoma tissue specimens

Project description:Phenotyping of Stage III BRAF or NRAS mutant melanoma tissue specimens to predict drug response and patient survival

2018-10-11 | PXD007083 | Pride

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

Mapping heterogeneity in a patient-derived melanoma culture by single-cell RNA-seq

Project description:Recent technological advances in single-cell genomics make it possible to analyze cellular heterogeneity of tumor samples. Here, we applied single-cell RNA-seq to measure the transcriptomes of 307 single cells cultured from three biopsies of three different patients with a BRAF/NRAS wild type, BRAF mutant/NRAS wild type and BRAF wild type/NRAS mutant melanoma metastasis, respectively. Analysis based on self-organizing maps identified sub-populations defined by multiple gene expression modules involved in proliferation, oxidative phosphorylation, pigmentation and cellular stroma. Gene expression modules had prognostic relevance when compared with gene expression data from published melanoma samples and patient survival data. We surveyed kinome expression patterns across sub-populations of the BRAF/NRAS wild type sample and found that CDK4 and CDK2 were consistently highly expressed in the majority of cells, suggesting that these kinases might be involved in melanoma progression. Treatment of cells with the CDK4 inhibitor palbociclib restricted cell proliferation to a similar, and in some cases greater, extent than MAPK inhibitors. Finally, we identified a low abundant sub-population in this sample that highly expressed a module containing ABC transporter ABCB5, surface markers CD271 and CD133, and multiple aldehyde dehydrogenases (ALDHs), as markers for melanoma stem or initiating cells. Patient-derived cultures of the BRAF mutant/NRAS wild type and BRAF wild type/NRAS mutant metastases showed more homogeneous single-cell gene expression patterns with gene expression modules for proliferation and ABC transporters. Taken together, our results describe an intertumor and intratumor heterogeneity in melanoma short-term cultures which might be relevant for patient survival, and suggest promising targets for new treatment approaches in melanoma therapy.

2017-01-12 | GSE81383 | GEO

MITF ChIP-seq in primary melanocyte and melanoma as a function of oncogenic BRAF

Project description:Thousands of enhancers are characterized in the human genome, yet few have been shown important in cancer. Inhibiting oncokinases, such as EGFR, ALK, HER2, and BRAF, is a mainstay of current cancer therapy but is hindered by innate drug resistance mediated by upregulation of the HGF receptor, MET. The mechanisms mediating such genomic responses to targeted therapy are unknown. Here, we identify lineage-specific MET enhancers for multiple common tumor types, including a melanoma lineage-specific MET enhancer that displays inducible chromatin looping and MET gene induction upon BRAF inhibition. Epigenomic analysis demonstrated that the melanocyte-specific transcription factor, MITF, mediates this enhancer function. Targeted genomic deletion (<7bp) of the MITF motif within the MET enhancer suppressed inducible chromatin looping and innate drug resistance, while maintaining MITF-dependent, inhibitor-induced melanoma cell differentiation. Epigenomic analysis can thus guide functional disruption of regulatory DNA to decouple pro- and anti-oncogenic functions of tumor lineage-enriched transcription factors mediating innate resistance to oncokinase therapy. MITF ChIP-seq was performed in primary human melanocytes with overexpression of BRAFV600E or a lentiviral control (RFP), and in COLO829 melanoma cells treated with DMSO, or PLX4032

2014-01-14 | E-GEOD-50681 | biostudies-arrayexpress

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