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1.
Mol Cell ; 73(4): 830-844.e12, 2019 02 21.
Article in English | MEDLINE | ID: mdl-30639242

ABSTRACT

Proximity-dependent biotin labeling (BioID) may identify new targets for cancers driven by difficult-to-drug oncogenes such as Ras. Therefore, BioID was used with wild-type (WT) and oncogenic mutant (MT) H-, K-, and N-Ras, identifying known interactors, including Raf and PI3K, as well as a common set of 130 novel proteins proximal to all Ras isoforms. A CRISPR screen of these proteins for Ras dependence identified mTOR, which was also found proximal to MT Ras in human tumors. Oncogenic Ras directly bound two mTOR complex 2 (mTORC2) components, mTOR and MAPKAP1, to promote mTORC2 kinase activity at the plasma membrane. mTORC2 enabled the Ras pro-proliferative cell cycle transcriptional program, and perturbing the Ras-mTORC2 interaction impaired Ras-dependent neoplasia in vivo. Combining proximity-dependent proteomics with CRISPR screening identified a new set of functional Ras-associated proteins, defined mTORC2 as a new direct Ras effector, and offers a strategy for finding new proteins that cooperate with dominant oncogenes.


Subject(s)
Cell Transformation, Neoplastic/metabolism , Mechanistic Target of Rapamycin Complex 2/metabolism , Neoplasms/metabolism , Proteome , ras Proteins/metabolism , Animals , Binding Sites , CRISPR-Cas Systems , Caco-2 Cells , Cell Cycle Checkpoints , Cell Proliferation , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/pathology , Female , Gene Expression Regulation, Neoplastic , HEK293 Cells , Humans , Mechanistic Target of Rapamycin Complex 2/genetics , Mice, Hairless , Mice, SCID , Mice, Transgenic , Mutation , Neoplasms/genetics , Neoplasms/pathology , Protein Binding , Protein Interaction Domains and Motifs , Proteomics/methods , Tumor Burden , ras Proteins/genetics
2.
EMBO J ; 41(8): e109823, 2022 04 19.
Article in English | MEDLINE | ID: mdl-35315941

ABSTRACT

Translational control of mRNAs is a point of convergence for many oncogenic signals through which cancer cells tune protein expression in tumorigenesis. Cancer cells rely on translational control to appropriately adapt to limited resources while maintaining cell growth and survival, which creates a selective therapeutic window compared to non-transformed cells. In this review, we first discuss how cancer cells modulate the translational machinery to rapidly and selectively synthesize proteins in response to internal oncogenic demands and external factors in the tumor microenvironment. We highlight the clinical potential of compounds that target different translation factors as anti-cancer therapies. Next, we detail how RNA sequence and structural elements interface with the translational machinery and RNA-binding proteins to coordinate the translation of specific pro-survival and pro-growth programs. Finally, we provide an overview of the current and emerging technologies that can be used to illuminate the mechanisms of selective translational control in cancer cells as well as within the microenvironment.


Subject(s)
Neoplasms , Protein Biosynthesis , Carcinogenesis , Humans , Neoplasms/drug therapy , Neoplasms/genetics , RNA, Messenger/metabolism , Tumor Microenvironment
3.
Nat Methods ; 15(3): 207-212, 2018 03.
Article in English | MEDLINE | ID: mdl-29400715

ABSTRACT

RNA-protein interactions play numerous roles in cellular function and disease. Here we describe RNA-protein interaction detection (RaPID), which uses proximity-dependent protein labeling, based on the BirA* biotin ligase, to rapidly identify the proteins that bind RNA sequences of interest in living cells. RaPID displays utility in multiple applications, including in evaluating protein binding to mutant RNA motifs in human genetic disorders, in uncovering potential post-transcriptional networks in breast cancer, and in discovering essential host proteins that interact with Zika virus RNA. To improve the BirA*-labeling component of RaPID, moreover, a new mutant BirA* was engineered from Bacillus subtilis, termed BASU, that enables >1,000-fold faster kinetics and >30-fold increased signal-to-noise ratio over the prior standard Escherichia coli BirA*, thereby enabling direct study of RNA-protein interactions in living cells on a timescale as short as 1 min.


Subject(s)
Biotin/chemistry , RNA-Binding Proteins/metabolism , RNA/metabolism , Viral Proteins/metabolism , Zika Virus/metabolism , Bacillus subtilis/metabolism , Carbon-Nitrogen Ligases/genetics , Carbon-Nitrogen Ligases/metabolism , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , HEK293 Cells , Humans , Neurons/cytology , Neurons/metabolism , RNA/chemistry , RNA/genetics , RNA-Binding Proteins/chemistry , RNA-Binding Proteins/genetics , Repressor Proteins/genetics , Repressor Proteins/metabolism , Viral Proteins/chemistry , Viral Proteins/genetics , Zika Virus/genetics
4.
Genome Res ; 24(5): 751-60, 2014 May.
Article in English | MEDLINE | ID: mdl-24443471

ABSTRACT

Thousands of putative enhancers are characterized in the human genome, yet few have been shown to have a functional role in cancer progression. Inhibiting oncokinases, such as EGFR, ALK, ERBB2, and BRAF, is a mainstay of current cancer therapy but is hindered by innate drug resistance mediated by up-regulation of the HGF receptor, MET. The mechanisms mediating such genomic responses to targeted therapy are unknown. Here, we identify lineage-specific enhancers at the MET locus for multiple common tumor types, including a melanoma lineage-specific enhancer 63 kb downstream from the MET TSS. This enhancer displays inducible chromatin looping with the MET promoter to up-regulate MET expression upon BRAF inhibition. Epigenomic analysis demonstrated that the melanocyte-specific transcription factor, MITF, mediates this enhancer function. Targeted genomic deletion (<7 bp) 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 a dominant transcription factor and block innate resistance to oncokinase therapy.


Subject(s)
Drug Resistance, Neoplasm/genetics , Enhancer Elements, Genetic , Gene Expression Regulation, Neoplastic , Genome, Human , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Cell Line, Tumor , Chromatin/genetics , Chromatin/metabolism , Humans , Indoles/pharmacology , Melanoma/genetics , Microphthalmia-Associated Transcription Factor/genetics , Microphthalmia-Associated Transcription Factor/metabolism , Promoter Regions, Genetic , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins B-raf/metabolism , Proto-Oncogene Proteins c-met/genetics , Proto-Oncogene Proteins c-met/metabolism , Sulfonamides/pharmacology , Transcriptome , Vemurafenib
5.
Genome Res ; 22(6): 1006-14, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22581800

ABSTRACT

Aberrations of protein-coding genes are a focus of cancer genomics; however, the impact of oncogenes on expression of the ~50% of transcripts without protein-coding potential, including long noncoding RNAs (lncRNAs), has been largely uncharacterized. Activating mutations in the BRAF oncogene are present in >70% of melanomas, 90% of which produce active mutant BRAF(V600E) protein. To define the impacts of oncogenic BRAF on the melanocyte transcriptome, massively parallel cDNA sequencing (RNA-seq) was performed on genetically matched normal human melanocytes with and without BRAF(V600E) expression. To enhance potential disease relevance by verifying expression of altered genes in BRAF-driven cancer tissue, parallel RNA-seq was also undertaken of two BRAF(V600E)-mutant human melanomas. BRAF(V600E) regulated expression of 1027 protein-coding transcripts and 39 annotated lncRNAs, as well as 70 unannotated, potentially novel, intergenic transcripts. These transcripts display both tissue-specific and multi-tissue expression profiles and harbor distinctive regulatory chromatin marks and transcription factor binding sites indicative of active transcription. Coding potential analysis of the 70 unannotated transcripts suggested that most may represent newly identified lncRNAs. BRAF-regulated lncRNA 1 (BANCR) was identified as a recurrently overexpressed, previously unannotated 693-bp transcript on chromosome 9 with a potential functional role in melanoma cell migration. BANCR knockdown reduced melanoma cell migration, and this could be rescued by the chemokine CXCL11. Combining RNA-seq of oncogene-expressing normal cells with RNA-seq of their corresponding human cancers may represent a useful approach to discover new oncogene-regulated RNA transcripts of potential clinical relevance in cancer.


Subject(s)
Melanocytes/physiology , Melanoma/genetics , Melanoma/pathology , Proto-Oncogene Proteins B-raf/genetics , Transcriptome , Cell Movement/genetics , Chemokine CXCL11/genetics , Chemokine CXCL11/metabolism , Chromosomes, Human, Pair 9 , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , Humans , Melanocytes/pathology , Melanoma/metabolism , Mutation , Proto-Oncogene Proteins B-raf/metabolism , RNA, Untranslated , Transcription Factors/genetics , Transcription Factors/metabolism
6.
Proc Natl Acad Sci U S A ; 108(32): 13264-9, 2011 Aug 09.
Article in English | MEDLINE | ID: mdl-21784979

ABSTRACT

Although our understanding of the molecular regulation of adult neovascularization has advanced tremendously, vascular-targeted therapies for tissue ischemia remain suboptimal. The master regulatory transcription factors of the hypoxia-inducible factor (HIF) family are attractive therapeutic targets because they coordinately up-regulate multiple genes controlling neovascularization. Here, we used an inducible model of epithelial HIF-1 activation, the TetON-HIF-1 mouse, to test the requirement for VEGF in HIF-1 mediated neovascularization. TetON-HIF-1, K14-Cre, and VEGF(flox/flox) alleles were combined to create TetON-HIF-1:VEGF(Δ) mice to activate HIF-1 and its target genes in adult basal keratinocytes in the absence of concomitant VEGF. HIF-1 induction failed to produce neovascularization in TetON-HIF-1:VEGF(Δ) mice despite robust up-regulation of multiple proangiogenic HIF targets, including PlGF, adrenomedullin, angiogenin, and PAI-1. In contrast, endothelial sprouting was preserved, enhanced, and more persistent, consistent with marked reduction in Dll4-Notch-1 signaling. Optical-resolution photoacoustic microscopy, which provides noninvasive, label-free, high resolution, and wide-field vascular imaging, revealed the absence of both capillary expansion and arteriovenous remodeling in serially imaged individual TetON-HIF-1:VEGF(Δ) mice. Impaired TetON-HIF-1:VEGF(Δ) neovascularization could be partially rescued by 12-O-tetradecanoylphorbol-13-acetate skin treatment. These data suggest that therapeutic angiogenesis for ischemic cardiovascular disease may require treatment with both HIF-1 and VEGF.


Subject(s)
Endothelial Cells/metabolism , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Neovascularization, Pathologic/metabolism , Vascular Endothelial Growth Factor A/metabolism , Animals , Cell Proliferation/drug effects , Endothelial Cells/drug effects , Epithelial Cells/drug effects , Epithelial Cells/metabolism , Epithelial Cells/pathology , Gene Deletion , Integrases/metabolism , Keratinocytes/drug effects , Keratinocytes/metabolism , Mice , Microvessels/drug effects , Microvessels/pathology , Myeloid Cells/metabolism , Myeloid Cells/pathology , Neovascularization, Pathologic/genetics , Tetracycline/pharmacology , Tetradecanoylphorbol Acetate/pharmacology
7.
Blood ; 117(15): 4142-53, 2011 Apr 14.
Article in English | MEDLINE | ID: mdl-21307392

ABSTRACT

Neovascularization is a crucial component of tumor growth and ischemia. Although prior work primarily used disease models, delineation of neovascularization in the absence of disease can reveal intrinsic mechanisms of microvessel regulation amenable to manipulation in illness. We created a conditional model of epithelial HIF-1 induction in adult mice (TetON-HIF-1 mice). Longitudinal photoacoustic microscopy (L-PAM) was coincidentally developed for noninvasive, label-free serial imaging of red blood cell-perfused vasculature in the same mouse for weeks to months. TetON-HIF-1 mice evidenced 3 stages of neovascularization: development, maintenance, and transgene-dependent regression. Regression occurred despite extensive and tight pericyte coverage. L-PAM mapped microvascular architecture and quantified volumetric changes in neocapillary morphogenesis, arteriovenous remodeling, and microvessel regression. Developmental stage endothelial proliferation down-regulation was associated with a DNA damage checkpoint consisting of p53, p21, and endothelial γ-H2AX induction. The neovasculature was temporally responsive to VEGFR2 immuno-blockade, with the developmental stage sensitive, and the maintenance stage resistant, to DC101 treatment. L-PAM analysis also pinpointed microvessels ablated or resistant to VEGFR2 immuno-blockade. HIF-1-recruited myeloid cells did not mediate VEGFR2 inhibitor resistance. Thus, HIF-1 neovascularization in the absence of disease is self-regulated via cell autonomous endothelial checkpoints, and resistant to angiogenesis inhibitors independent of myeloid cells.


Subject(s)
Hypoxia-Inducible Factor 1, alpha Subunit/genetics , Neovascularization, Pathologic/physiopathology , Neovascularization, Physiologic/physiology , Vascular Endothelial Growth Factor Receptor-1/antagonists & inhibitors , Vascular Endothelial Growth Factor Receptor-2/antagonists & inhibitors , Angiogenesis Inhibitors/pharmacology , Animals , Endothelium, Vascular/cytology , Endothelium, Vascular/physiology , Hemodynamics/physiology , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Mice , Mice, Transgenic , Microcirculation/physiology , Myeloid Cells/physiology , Neovascularization, Pathologic/drug therapy , Neovascularization, Pathologic/metabolism , Neovascularization, Physiologic/drug effects , Pericytes/physiology , Signal Transduction/physiology , Transcriptional Activation/physiology , Tumor Microenvironment/physiology , Vascular Endothelial Growth Factor Receptor-1/metabolism , Vascular Endothelial Growth Factor Receptor-2/metabolism
8.
Nat Commun ; 14(1): 6332, 2023 10 10.
Article in English | MEDLINE | ID: mdl-37816716

ABSTRACT

Drug combinations are key to circumvent resistance mechanisms compromising response to single anti-cancer targeted therapies. The implementation of combinatorial approaches involving MEK1/2 or KRASG12C inhibitors in the context of KRAS-mutated lung cancers focuses fundamentally on targeting KRAS proximal activators or effectors. However, the antitumor effect is highly determined by compensatory mechanisms arising in defined cell types or tumor subgroups. A potential strategy to find drug combinations targeting a larger fraction of KRAS-mutated lung cancers may capitalize on the common, distal gene expression output elicited by oncogenic KRAS. By integrating a signature-driven drug repurposing approach with a pairwise pharmacological screen, here we show synergistic drug combinations consisting of multi-tyrosine kinase PKC inhibitors together with MEK1/2 or KRASG12C inhibitors. Such combinations elicit a cytotoxic response in both in vitro and in vivo models, which in part involves inhibition of the PKC inhibitor target AURKB. Proteome profiling links dysregulation of MYC expression to the effect of both PKC inhibitor-based drug combinations. Furthermore, MYC overexpression appears as a resistance mechanism to MEK1/2 and KRASG12C inhibitors. Our study provides a rational framework for selecting drugs entering combinatorial strategies and unveils MEK1/2- and KRASG12C-based therapies for lung cancer.


Subject(s)
Lung Neoplasms , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Drug Repositioning , Proto-Oncogene Proteins p21(ras)/genetics , Proto-Oncogene Proteins p21(ras)/metabolism , Drug Combinations , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , Mutation , Cell Line, Tumor
9.
Methods Mol Biol ; 2318: 255-266, 2021.
Article in English | MEDLINE | ID: mdl-34019295

ABSTRACT

A central component of Myc's role as a master coordinator of energy metabolism and biomass accumulation is its ability to increase the rate of protein synthesis, driving cell cycle progression, and proliferation. Importantly, Myc-induced alterations in both global and specific mRNA translation is a key determinant of Myc's oncogenic function. Herein, we provide five assays to enable researchers to measure global protein synthesis changes, to identify the translatome uniquely regulated by Myc and to investigate the mechanisms generating the tailored Myc translation network. Metabolic labeling of cells with 35S-containing methionine and cysteine in culture and O-propargyl-puromycin (OP-Puro) incorporation in vivo are presented as methods to measure the overall rate of global protein synthesis. Isolation of polysome-associated mRNAs followed by quantitative real-time PCR (qRT-PCR) and the toeprint assay enable the detection of altered translation of specific mRNAs and isoforms, and visualization of differential ribosomal engagement at start codons uniquely mediated by Myc activation, respectively. Finally, the translation initiation reporter assay is utilized to uncover the molecular mechanism mediating altered translation initiation of a specific mRNA. Together, the protocols detailed in this chapter can be used to illuminate how and to what degree Myc-dependent regulation of translation influences homeostatic cellular functions as well as tumorigenesis.


Subject(s)
Metabolomics/methods , Protein Biosynthesis/physiology , Proto-Oncogene Proteins c-myc/metabolism , Cell Transformation, Neoplastic/metabolism , DNA/genetics , Gene Expression Regulation, Neoplastic/genetics , Genes, myc/genetics , Genes, myc/physiology , Homeostasis/genetics , Homeostasis/physiology , Humans , Neoplasms/genetics , Neoplasms/metabolism , Protein Biosynthesis/genetics , Proteins/genetics , Proto-Oncogene Proteins c-myc/genetics , RNA, Messenger/metabolism , Ribosomes/metabolism
10.
Oncotarget ; 10(50): 5126-5135, 2019 Aug 27.
Article in English | MEDLINE | ID: mdl-31497244

ABSTRACT

Although oncogenic mutations in the three major Ras isoforms, KRAS, HRAS and NRAS, are present in nearly a third of human cancers, therapeutic targeting of Ras remains a challenge due to its structure and complex regulation. However, an in-depth examination of the protein interactome of oncogenic Ras may provide new insights into key regulators, effectors and other mediators of its tumorigenic functions. Previous proteomic analyses have been limited by experimental tools that fail to capture the dynamic, transient nature of Ras cellular interactions. Therefore, in a recent study, we integrated proximity-dependent biotin labeling (BioID) proteomics with CRISPR screening of identified proteins to identify Ras proximal proteins required for Ras-dependent cancer cell growth. Oncogenic Ras was proximal to proteins involved in unexpected biological processes, such as vesicular trafficking and solute transport. Critically, we identified a direct, bona fide interaction between active Ras and the mTOR Complex 2 (mTORC2) that stimulated mTORC2 kinase activity. The oncogenic Ras-mTORC2 interaction resulted in a downstream pro-proliferative transcriptional program and promoted Ras-dependent tumor growth in vivo. Here we provide additional insight into the Ras isoform-specific protein interactomes, highlighting new opportunities for unique tumor-type therapies. Finally, we discuss the active Ras-mTORC2 interaction in detail, providing a more complete understanding of the direct relationship between Ras and mTORC2. Collectively, our findings support a model wherein Ras integrates an expanded array of pro-oncogenic signals to drive tumorigenic processes, including action on mTORC2 as a direct effector of Ras-driven proliferative signals.

11.
Nat Commun ; 10(1): 5118, 2019 11 11.
Article in English | MEDLINE | ID: mdl-31712554

ABSTRACT

KRAS receives and relays signals at the plasma membrane (PM) where it transmits extracellular growth factor signals to downstream effectors. SNORD50A/B were recently found to bind KRAS and inhibit its tumorigenic action by unknown mechanisms. KRAS proximity protein labeling was therefore undertaken in SNORD50A/B wild-type and knockout cells, revealing that SNORD50A/B RNAs shape the composition of proteins proximal to KRAS, notably by inhibiting KRAS proximity to the SNARE vesicular transport proteins SNAP23, SNAP29, and VAMP3. To remain enriched on the PM, KRAS undergoes cycles of endocytosis, solubilization, and vesicular transport to the PM. Here we report that SNAREs are essential for the final step of this process, with KRAS localization to the PM facilitated by SNAREs but antagonized by SNORD50A/B. Antagonism between SNORD50A/B RNAs and specific SNARE proteins thus controls KRAS localization, signaling, and tumorigenesis, and disrupting SNARE-enabled KRAS function represents a potential therapeutic opportunity in KRAS-driven cancer.


Subject(s)
Gene Expression Regulation, Neoplastic , Proto-Oncogene Proteins p21(ras)/genetics , RNA, Small Untranslated/metabolism , SNARE Proteins/metabolism , Animals , Cell Line, Tumor , Cell Membrane/metabolism , Endocytosis , Endosomes/metabolism , Humans , Mice , Neoplasms/metabolism , Neoplasms/pathology , Protein Binding , Protein Transport , Proto-Oncogene Proteins p21(ras)/metabolism , RNA, Small Untranslated/genetics , Signal Transduction
12.
Front Immunol ; 5: 41, 2014.
Article in English | MEDLINE | ID: mdl-24567733

ABSTRACT

Staphylococcus aureus is both a major bacterial pathogen as well as a common member of the human skin microbiota. Due to its widespread prevalence as an asymptomatic skin colonizer and its importance as a source of skin and soft tissue infections, an improved understanding of how S. aureus attaches to, grows within, and breaches the stratified layers of the epidermis is of critical importance. Three-dimensional organotypic human skin culture models are informative and tractable experimental systems for future investigations of the interactions between S. aureus and the multi-faceted skin tissue. We propose that S. aureus virulence factors, primarily appreciated for their role in pathogenesis of invasive infections, play alternative roles in promoting asymptomatic bacterial growth within the skin. Experimental manipulations of these cultures will provide insight into the many poorly understood molecular interactions occurring at the interface between S. aureus and stratified human skin tissue.

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