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1.
Cell Rep ; 29(1): 118-134.e8, 2019 10 01.
Article in English | MEDLINE | ID: mdl-31577942

ABSTRACT

The mitogen-activated protein kinase (MAPK) pathway is a critical effector of oncogenic RAS signaling, and MAPK pathway inhibition may be an effective combination treatment strategy. We performed genome-scale loss-of-function CRISPR-Cas9 screens in the presence of a MEK1/2 inhibitor (MEKi) in KRAS-mutant pancreatic and lung cancer cell lines and identified genes that cooperate with MEK inhibition. While we observed heterogeneity in genetic modifiers of MEKi sensitivity across cell lines, several recurrent classes of synthetic lethal vulnerabilities emerged at the pathway level. Multiple members of receptor tyrosine kinase (RTK)-RAS-MAPK pathways scored as sensitizers to MEKi. In particular, we demonstrate that knockout, suppression, or degradation of SHOC2, a positive regulator of MAPK signaling, specifically cooperated with MEK inhibition to impair proliferation in RAS-driven cancer cells. The depletion of SHOC2 disrupted survival pathways triggered by feedback RTK signaling in response to MEK inhibition. Thus, these findings nominate SHOC2 as a potential target for combination therapy.


Subject(s)
Intracellular Signaling Peptides and Proteins/metabolism , MAP Kinase Signaling System/physiology , Mitogen-Activated Protein Kinases/metabolism , Neoplasms/metabolism , ras Proteins/metabolism , A549 Cells , Animals , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Proliferation/physiology , HCT116 Cells , Humans , MAP Kinase Signaling System/drug effects , Mice , Mice, Hairless , Mice, SCID , Neoplasms/drug therapy , Protein Kinase Inhibitors/pharmacology , Signal Transduction/drug effects , Signal Transduction/physiology
2.
Mol Cancer Res ; 17(11): 2281-2293, 2019 11.
Article in English | MEDLINE | ID: mdl-31462500

ABSTRACT

High-grade serous ovarian cancer (HGSOC) is often sensitive to initial treatment with platinum and taxane combination chemotherapy, but most patients relapse with chemotherapy-resistant disease. To systematically identify genes modulating chemotherapy response, we performed pooled functional genomic screens in HGSOC cell lines treated with cisplatin, paclitaxel, or cisplatin plus paclitaxel. Genes in the intrinsic pathway of apoptosis were among the top candidate resistance genes in both gain-of-function and loss-of-function screens. In an open reading frame overexpression screen, followed by a mini-pool secondary screen, anti-apoptotic genes including BCL2L1 (BCL-XL) and BCL2L2 (BCL-W) were associated with chemotherapy resistance. In a CRISPR-Cas9 knockout screen, loss of BCL2L1 decreased cell survival whereas loss of proapoptotic genes promoted resistance. To dissect the role of individual anti-apoptotic proteins in HGSOC chemotherapy response, we evaluated overexpression or inhibition of BCL-2, BCL-XL, BCL-W, and MCL1 in HGSOC cell lines. Overexpression of anti-apoptotic proteins decreased apoptosis and modestly increased cell viability upon cisplatin or paclitaxel treatment. Conversely, specific inhibitors of BCL-XL, MCL1, or BCL-XL/BCL-2, but not BCL-2 alone, enhanced cell death when combined with cisplatin or paclitaxel. Anti-apoptotic protein inhibitors also sensitized HGSOC cells to the poly (ADP-ribose) polymerase inhibitor olaparib. These unbiased screens highlight anti-apoptotic proteins as mediators of chemotherapy resistance in HGSOC, and support inhibition of BCL-XL and MCL1, alone or combined with chemotherapy or targeted agents, in treatment of primary and recurrent HGSOC. IMPLICATIONS: Anti-apoptotic proteins modulate drug resistance in ovarian cancer, and inhibitors of BCL-XL or MCL1 promote cell death in combination with chemotherapy.


Subject(s)
Antineoplastic Agents/pharmacology , Apoptosis Regulatory Proteins/genetics , Apoptosis/genetics , Drug Resistance, Neoplasm , Myeloid Cell Leukemia Sequence 1 Protein/antagonists & inhibitors , Ovarian Neoplasms/genetics , bcl-X Protein/antagonists & inhibitors , Cell Line, Tumor , Cisplatin/pharmacology , Female , Genomics , Humans , Myeloid Cell Leukemia Sequence 1 Protein/genetics , Myeloid Cell Leukemia Sequence 1 Protein/metabolism , Ovarian Neoplasms/drug therapy , Paclitaxel/pharmacology , bcl-X Protein/genetics , bcl-X Protein/metabolism
3.
Cancer Res ; 79(9): 2352-2366, 2019 05 01.
Article in English | MEDLINE | ID: mdl-30819666

ABSTRACT

Combinatorial inhibition of MEK1/2 and CDK4/6 is currently undergoing clinical investigation in NRAS-mutant melanoma. To prospectively map the landscape of resistance to this investigational regimen, we utilized a series of gain- and loss-of-function forward genetic screens to identify modulators of resistance to clinical inhibitors of MEK1/2 and CDK4/6 alone and in combination. First, we identified NRAS-mutant melanoma cell lines that were dependent on NRAS for proliferation and sensitive to MEK1/2 and CDK4/6 combination treatment. We then used a genome-scale ORF overexpression screen and a CRISPR knockout screen to identify modulators of resistance to each inhibitor alone or in combination. These orthogonal screening approaches revealed concordant means of achieving resistance to this therapeutic modality, including tyrosine kinases, RAF, RAS, AKT, and PI3K signaling. Activated KRAS was sufficient to cause resistance to combined MEK/CDK inhibition and to replace genetic depletion of oncogenic NRAS. In summary, our comprehensive functional genetic screening approach revealed modulation of resistance to the inhibition of MEK1/2, CDK4/6, or their combination in NRAS-mutant melanoma. SIGNIFICANCE: These findings reveal that NRAS-mutant melanomas can acquire resistance to genetic ablation of NRAS or combination MEK1/2 and CDK4/6 inhibition by upregulating activity of the RTK-RAS-RAF and RTK-PI3K-AKT signaling cascade.


Subject(s)
Cyclin-Dependent Kinase 4/antagonists & inhibitors , Cyclin-Dependent Kinase 6/antagonists & inhibitors , Drug Resistance, Neoplasm/genetics , GTP Phosphohydrolases/genetics , MAP Kinase Kinase 1/antagonists & inhibitors , MAP Kinase Kinase 2/antagonists & inhibitors , Melanoma/drug therapy , Membrane Proteins/genetics , Mutation , Antineoplastic Agents/pharmacology , Apoptosis , Cell Cycle Checkpoints , Cell Proliferation , Humans , Melanoma/genetics , Melanoma/pathology , Phosphorylation , Signal Transduction/drug effects , Tumor Cells, Cultured
4.
Cancer Res ; 78(16): 4658-4670, 2018 08 15.
Article in English | MEDLINE | ID: mdl-29871936

ABSTRACT

Macropinocytosis has emerged as an important pathway of protein acquisition in cancer cells, particularly in tumors with activated Ras such as pancreatic and colon cancer. Macropinocytosis is also the route of entry of Bacillus Calmette-Guerin (BCG) and other microbial therapies of cancer. Despite this important role in tumor biology and therapy, the full mechanisms by which cancer cells can activate macropinocytosis remain incompletely defined. Using BCG uptake to assay macropinocytosis, we executed a genome-wide shRNA screen for macropinocytosis activators and identified Wnt pathway activation as a strong driver of macropinocytosis. Wnt-driven macropinocytosis was downstream of the ß-catenin-dependent canonical Wnt pathway, was PAK1 dependent, and supported albumin-dependent growth in Ras-WT cells. In cells with activated Ras-dependent macropinocytosis, pharmacologic or genetic inhibition of Wnt signaling suppressed macropinocytosis. In a mouse model of Wnt-driven colonic hyperplasia via APC silencing, Wnt-activated macropinocytosis stimulated uptake of luminal microbiota, a process reversed by topical pharmacologic inhibition of macropinocytosis. Our findings indicate that Wnt pathway activation drives macropinocytosis in cancer, and its inhibition could provide a therapeutic vulnerability in Wnt-driven intestinal polyposis and cancers with Wnt activation.Significance: The Wnt pathway drives macropinocytosis in cancer cells, thereby contributing to cancer growth in nutrient-deficient conditions and, in the context of colon cancer, to the early phases of oncogenesis. Cancer Res; 78(16); 4658-70. ©2018 AACR.


Subject(s)
Neoplasms/drug therapy , Pinocytosis/genetics , Wnt Signaling Pathway/genetics , Adenomatous Polyposis Coli Protein/antagonists & inhibitors , Animals , Cell Line, Tumor , Gene Silencing , Genome, Human/genetics , Humans , Mice , Mycobacterium bovis/genetics , Neoplasms/genetics , Neoplasms/pathology , RNA, Small Interfering/genetics , beta Catenin/genetics
5.
Cell ; 171(6): 1437-1452.e17, 2017 Nov 30.
Article in English | MEDLINE | ID: mdl-29195078

ABSTRACT

We previously piloted the concept of a Connectivity Map (CMap), whereby genes, drugs, and disease states are connected by virtue of common gene-expression signatures. Here, we report more than a 1,000-fold scale-up of the CMap as part of the NIH LINCS Consortium, made possible by a new, low-cost, high-throughput reduced representation expression profiling method that we term L1000. We show that L1000 is highly reproducible, comparable to RNA sequencing, and suitable for computational inference of the expression levels of 81% of non-measured transcripts. We further show that the expanded CMap can be used to discover mechanism of action of small molecules, functionally annotate genetic variants of disease genes, and inform clinical trials. The 1.3 million L1000 profiles described here, as well as tools for their analysis, are available at https://clue.io.


Subject(s)
Gene Expression Profiling/methods , Cell Line, Tumor , Drug Resistance, Neoplasm , Gene Expression Profiling/economics , Humans , Neoplasms/drug therapy , Organ Specificity , Pharmaceutical Preparations/metabolism , Sequence Analysis, RNA/economics , Sequence Analysis, RNA/methods , Small Molecule Libraries
7.
Cell Rep ; 17(4): 1171-1183, 2016 10 18.
Article in English | MEDLINE | ID: mdl-27760319

ABSTRACT

Tumor-specific genomic information has the potential to guide therapeutic strategies and revolutionize patient treatment. Currently, this approach is limited by an abundance of disease-associated mutants whose biological functions and impacts on therapeutic response are uncharacterized. To begin to address this limitation, we functionally characterized nearly all (99.84%) missense mutants of MAPK1/ERK2, an essential effector of oncogenic RAS and RAF. Using this approach, we discovered rare gain- and loss-of-function ERK2 mutants found in human tumors, revealing that, in the context of this assay, mutational frequency alone cannot identify all functionally impactful mutants. Gain-of-function ERK2 mutants induced variable responses to RAF-, MEK-, and ERK-directed therapies, providing a reference for future treatment decisions. Tumor-associated mutations spatially clustered in two ERK2 effector-recruitment domains yet produced mutants with opposite phenotypes. This approach articulates an allele-characterization framework that can be scaled to meet the goals of genome-guided oncology.


Subject(s)
Mitogen-Activated Protein Kinase 1/genetics , Mutation, Missense/genetics , Cell Line, Tumor , Drug Resistance, Neoplasm/drug effects , Dual Specificity Phosphatase 6/metabolism , Humans , Models, Molecular , Phenotype , Phosphorylation/drug effects , Protein Kinase Inhibitors/pharmacology , Reproducibility of Results
8.
Cancer Cell ; 30(2): 214-228, 2016 08 08.
Article in English | MEDLINE | ID: mdl-27478040

ABSTRACT

Recent genome sequencing efforts have identified millions of somatic mutations in cancer. However, the functional impact of most variants is poorly understood. Here we characterize 194 somatic mutations identified in primary lung adenocarcinomas. We present an expression-based variant-impact phenotyping (eVIP) method that uses gene expression changes to distinguish impactful from neutral somatic mutations. eVIP identified 69% of mutations analyzed as impactful and 31% as functionally neutral. A subset of the impactful mutations induces xenograft tumor formation in mice and/or confers resistance to cellular EGFR inhibition. Among these impactful variants are rare somatic, clinically actionable variants including EGFR S645C, ARAF S214C and S214F, ERBB2 S418T, and multiple BRAF variants, demonstrating that rare mutations can be functionally important in cancer.


Subject(s)
Adenocarcinoma/genetics , High-Throughput Nucleotide Sequencing/methods , Lung Neoplasms/genetics , Mutation , Adenocarcinoma of Lung , Animals , Cell Line, Tumor , Gene Expression Profiling , Heterografts , Humans , Mice , Oncogenes , Phenotype
9.
Cancer Discov ; 6(7): 714-26, 2016 07.
Article in English | MEDLINE | ID: mdl-27147599

ABSTRACT

UNLABELLED: Cancer genome characterization efforts now provide an initial view of the somatic alterations in primary tumors. However, most point mutations occur at low frequency, and the function of these alleles remains undefined. We have developed a scalable systematic approach to interrogate the function of cancer-associated gene variants. We subjected 474 mutant alleles curated from 5,338 tumors to pooled in vivo tumor formation assays and gene expression profiling. We identified 12 transforming alleles, including two in genes (PIK3CB, POT1) that have not been shown to be tumorigenic. One rare KRAS allele, D33E, displayed tumorigenicity and constitutive activation of known RAS effector pathways. By comparing gene expression changes induced upon expression of wild-type and mutant alleles, we inferred the activity of specific alleles. Because alleles found to be mutated only once in 5,338 tumors rendered cells tumorigenic, these observations underscore the value of integrating genomic information with functional studies. SIGNIFICANCE: Experimentally inferring the functional status of cancer-associated mutations facilitates the interpretation of genomic information in cancer. Pooled in vivo screen and gene expression profiling identified functional variants and demonstrated that expression of rare variants induced tumorigenesis. Variant phenotyping through functional studies will facilitate defining key somatic events in cancer. Cancer Discov; 6(7); 714-26. ©2016 AACR.See related commentary by Cho and Collisson, p. 694This article is highlighted in the In This Issue feature, p. 681.


Subject(s)
Alleles , Cell Transformation, Neoplastic/genetics , Genetic Variation , Neoplasms/genetics , Oncogenes , Animals , Cell Line, Tumor , Disease Models, Animal , Gene Expression Profiling/methods , Genetic Association Studies , Genetic Predisposition to Disease , Heterografts , High-Throughput Screening Assays , Humans , Male , Mice , Neoplasms/diagnosis , Reproducibility of Results
10.
J Med Food ; 18(7): 731-7, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25608085

ABSTRACT

Garlic and its lipid-based extracts have played an important medicinal role in humans for centuries that includes antimicrobial, hypoglycemic, and lipid-lowering properties. The present study was to investigate the effects of crude garlic extract (CGE) on the proliferation of human breast, prostate, hepatic, and colon cancer cell lines and mouse macrophageal cells, not previously studied. The human cancer cell lines, such as hepatic (Hep-G2), colon (Caco-2), prostate (PC-3), and breast (MCF-7), were propagated at 37°C; air/CO2 (95:5 v/v) using the ATCC-formulated RPMI-1640 Medium and 10% fetal bovine serum (FBS), while the mouse macrophage cell line (TIB-71) was propagated at 37°C; air/CO2 (95:5 v/v) using the ATCC-formulated DMEM and 10% FBS. All cells were plated at a density of ∼5000 cells/well. After overnight incubation, the cells were treated with 0.125, 0.25, 0.5, or 1 µg/mL of CGE an additional 72 h. Inhibition of cell proliferation of 80-90% was observed for Hep-G2, MCF-7, TIB-71, and PC-3 cells, but only 40-55% for the Caco-2 cells when treated with 0.25, 0.5, or 1 µg/mL. In a coculture study of Caco-2 and TIB-71 cells, inhibition of cell proliferation of 90% was observed for Caco-2 cells compared to the 40-55% when cultured separately. CGE also induced cell cycle arrest and had a fourfold increase in caspase activity (apoptosis) in PC-3 cells when treated at a dose of 0.5 or 1 µg/mL. This investigation of CGE clearly highlights the fact that the lipid bioactive compounds in CGE have the potential as promising anticancer agents.


Subject(s)
Antineoplastic Agents, Phytogenic/pharmacology , Apoptosis/drug effects , Cell Cycle Checkpoints/drug effects , Cell Proliferation/drug effects , Garlic/chemistry , Neoplasms/pathology , Animals , Caco-2 Cells , Cell Line , Cell Line, Tumor , Coculture Techniques , Hep G2 Cells , Humans , MCF-7 Cells , Macrophages , Male , Mice , Phytotherapy , Plant Extracts/pharmacology , Prostatic Neoplasms
11.
Proc Natl Acad Sci U S A ; 111(52): 18661-6, 2014 Dec 30.
Article in English | MEDLINE | ID: mdl-25512530

ABSTRACT

Lung adenocarcinomas harboring activating mutations in the epidermal growth factor receptor (EGFR) represent a common molecular subset of non-small cell lung cancer (NSCLC) cases. EGFR mutations predict sensitivity to EGFR tyrosine kinase inhibitors (TKIs) and thus represent a dependency in NSCLCs harboring these alterations, but the genetic basis of EGFR dependence is not fully understood. Here, we applied an unbiased, ORF-based screen to identify genetic modifiers of EGFR dependence in EGFR-mutant NSCLC cells. This approach identified 18 kinase and kinase-related genes whose overexpression can substitute for EGFR in EGFR-dependent PC9 cells, and these genes include seven of nine Src family kinase genes, FGFR1, FGFR2, ITK, NTRK1, NTRK2, MOS, MST1R, and RAF1. A subset of these genes can complement loss of EGFR activity across multiple EGFR-dependent models. Unbiased gene-expression profiling of cells overexpressing EGFR bypass genes, together with targeted validation studies, reveals EGFR-independent activation of the MEK-ERK and phosphoinositide 3-kinase (PI3K)-AKT pathways. Combined inhibition of PI3K-mTOR and MEK restores EGFR dependence in cells expressing each of the 18 EGFR bypass genes. Together, these data uncover a broad spectrum of kinases capable of overcoming dependence on EGFR and underscore their convergence on the PI3K-AKT and MEK-ERK signaling axes in sustaining EGFR-independent survival.


Subject(s)
Carcinoma, Non-Small-Cell Lung/enzymology , ErbB Receptors/biosynthesis , Gene Expression Regulation, Enzymologic , Gene Expression Regulation, Neoplastic , Lung Neoplasms/enzymology , MAP Kinase Signaling System , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , ErbB Receptors/genetics , Humans , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Membrane Glycoproteins/biosynthesis , Membrane Glycoproteins/genetics , Protein-Tyrosine Kinases/biosynthesis , Protein-Tyrosine Kinases/genetics , Proto-Oncogene Proteins c-mos/biosynthesis , Proto-Oncogene Proteins c-mos/genetics , Proto-Oncogene Proteins c-raf/biosynthesis , Proto-Oncogene Proteins c-raf/genetics , Receptor Protein-Tyrosine Kinases/biosynthesis , Receptor Protein-Tyrosine Kinases/genetics , Receptor, Fibroblast Growth Factor, Type 1/biosynthesis , Receptor, Fibroblast Growth Factor, Type 1/genetics , Receptor, Fibroblast Growth Factor, Type 2/biosynthesis , Receptor, Fibroblast Growth Factor, Type 2/genetics , Receptor, trkA/biosynthesis , Receptor, trkA/genetics , Receptor, trkB
12.
mBio ; 5(1): e01086-13, 2014 Feb 04.
Article in English | MEDLINE | ID: mdl-24496796

ABSTRACT

UNLABELLED: Herpes simplex virus (HSV) utilizes and subverts host chromatin mechanisms to express its lytic gene products in mammalian cells. The host cell attempts to silence the incoming viral genome by epigenetic mechanisms, but the viral VP16 and ICP0 proteins promote active chromatin on the viral genome by recruiting other host epigenetic factors. However, the dependence on VP16 and ICP0 differs in different cell lines, implying cell type-dependent functional contributions of epigenetic factors for HSV gene expression. In this study, we performed a targeted RNA interference (RNAi) screen for cellular chromatin factors that are involved in regulation of herpes simplex virus (HSV) gene expression in U2OS osteosarcoma cells, a cell line that complements ICP0 mutant and VP16 mutant virus replication. In this screen, we found the same general classes of chromatin factors that regulate HSV gene expression in U2OS cells as in other cell types, including histone demethylases (HDMs), histone deacetylases (HDACs), histone acetyltransferases (HATs), and chromatin-remodeling factors, but the specific factors within these classes are different from those identified previously for other cell types. For example, KDM3A and KDM1A (LSD1) both demethylate mono- and dimethylated H3K9, but KDM3A emerged in our screen of U2OS cells. Further, small interfering RNA (siRNA) and inhibitor studies support the idea that KDM1A is more critical in HeLa cells, as observed previously, while KDM3A is more critical in U2OS cells. These results argue that different cellular chromatin factors are critical in different cell lines to carry out the positive and negative epigenetic effects exerted on the HSV genome. IMPORTANCE: Upon entry into the host cell nucleus, the herpes simplex virus genome is subjected to host epigenetic silencing mechanisms. Viral proteins recruit cellular epigenetic activator proteins to reverse and counter the cellular silencing mechanisms. Some of the host silencing and activator functions involved in HSV gene expression have been identified, but there have been indications that the host cell factors may vary in different cell types. In this study, we performed a screen of chromatin factors involved in HSV gene regulation in osteosarcoma cells, and we found that the chromatin factors that are critical for HSV gene expression in these cells are different from those for previously studied cell types. These results argue that the specific chromatin factors operative in different cell lines and cell types may differ. This has implications for epigenetic drugs that are under development.


Subject(s)
Epigenesis, Genetic , Gene Expression Regulation, Viral , Genetic Testing/methods , Host-Pathogen Interactions , Simplexvirus/genetics , Cell Line, Tumor , Humans , RNA Interference , Simplexvirus/physiology
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