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Kelly MR, Kostyrko K, Han K, Mooney NA, Jeng EE, Spees K, Dinh PT, Abbott KL, Gwinn DM, Sweet-Cordero EA, Bassik MC, Jackson PK. Combined Proteomic and Genetic Interaction Mapping Reveals New RAS Effector Pathways and Susceptibilities. Cancer Discov 2020; 10:1950-1967. [PMID: 32727735 PMCID: PMC7710624 DOI: 10.1158/2159-8290.cd-19-1274] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 06/08/2020] [Accepted: 07/24/2020] [Indexed: 11/16/2022]
Abstract
Activating mutations in RAS GTPases drive many cancers, but limited understanding of less-studied RAS interactors, and of the specific roles of different RAS interactor paralogs, continues to limit target discovery. We developed a multistage discovery and screening process to systematically identify genes conferring RAS-related susceptibilities in lung adenocarcinoma. Using affinity purification mass spectrometry, we generated a protein-protein interaction map of RAS interactors and pathway components containing hundreds of interactions. From this network, we constructed a CRISPR dual knockout library targeting 119 RAS-related genes that we screened for KRAS-dependent genetic interactions (GI). This approach identified new RAS effectors, including the adhesion controller RADIL and the endocytosis regulator RIN1, and >250 synthetic lethal GIs, including a potent KRAS-dependent interaction between RAP1GDS1 and RHOA. Many GIs link specific paralogs within and between gene families. These findings illustrate the power of multiomic approaches to uncover synthetic lethal combinations specific for hitherto untreatable cancer genotypes. SIGNIFICANCE: We establish a deep network of protein-protein and genetic interactions in the RAS pathway. Many interactions validated here demonstrate important specificities and redundancies among paralogous RAS regulators and effectors. By comparing synthetic lethal interactions across KRAS-dependent and KRAS-independent cell lines, we identify several new combination therapy targets for RAS-driven cancers.This article is highlighted in the In This Issue feature, p. 1775.
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Coles GL, Cristea S, Webber JT, Levin RS, Moss SM, He A, Sangodkar J, Hwang YC, Arand J, Drainas AP, Mooney NA, Demeter J, Spradlin JN, Mauch B, Le V, Shue YT, Ko JH, Lee MC, Kong C, Nomura DK, Ohlmeyer M, Swaney DL, Krogan NJ, Jackson PK, Narla G, Gordan JD, Shokat KM, Sage J. Unbiased Proteomic Profiling Uncovers a Targetable GNAS/PKA/PP2A Axis in Small Cell Lung Cancer Stem Cells. Cancer Cell 2020; 38:129-143.e7. [PMID: 32531271 PMCID: PMC7363571 DOI: 10.1016/j.ccell.2020.05.003] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Revised: 02/18/2020] [Accepted: 05/04/2020] [Indexed: 12/23/2022]
Abstract
Using unbiased kinase profiling, we identified protein kinase A (PKA) as an active kinase in small cell lung cancer (SCLC). Inhibition of PKA activity genetically, or pharmacologically by activation of the PP2A phosphatase, suppresses SCLC expansion in culture and in vivo. Conversely, GNAS (G-protein α subunit), a PKA activator that is genetically activated in a small subset of human SCLC, promotes SCLC development. Phosphoproteomic analyses identified many PKA substrates and mechanisms of action. In particular, PKA activity is required for the propagation of SCLC stem cells in transplantation studies. Broad proteomic analysis of recalcitrant cancers has the potential to uncover targetable signaling networks, such as the GNAS/PKA/PP2A axis in SCLC.
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Lee IT, Nakayama T, Wu CT, Goltsev Y, Jiang S, Gall PA, Liao CK, Shih LC, Schürch CM, McIlwain DR, Chu P, Borchard NA, Zarabanda D, Dholakia SS, Yang A, Kim D, Kanie T, Lin CD, Tsai MH, Phillips KM, Kim R, Overdevest JB, Tyler MA, Yan CH, Lin CF, Lin YT, Bau DT, Tsay GJ, Patel ZM, Tsou YA, Tai CJ, Yeh TH, Hwang PH, Nolan GP, Nayak JV, Jackson PK. Robust ACE2 protein expression localizes to the motile cilia of the respiratory tract epithelia and is not increased by ACE inhibitors or angiotensin receptor blockers. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2020:2020.05.08.20092866. [PMID: 32511516 PMCID: PMC7273284 DOI: 10.1101/2020.05.08.20092866] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
We investigated the expression and subcellular localization of the SARS-CoV-2 receptor, angiotensin-converting enzyme 2 (ACE2), within the upper (nasal) and lower (pulmonary) respiratory tracts of healthy human donors. We detected ACE2 protein expression within the cilia organelle of ciliated airway epithelial cells, which likely represents the initial or early subcellular site of SARS-CoV-2 viral entry during respiratory transmission. We further determined whether ACE2 expression in the cilia of upper respiratory cells was influenced by patient demographics, clinical characteristics, co-morbidities, or medication use, and found no evidence that the use of angiotensin-converting enzyme inhibitors (ACEI) or angiotensin II receptor blockers (ARBs) increases ACE2 protein expression.
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Kelly M, Han K, Kostyrko K, Mooney N, Jeng E, Demeter J, Sweet-Cordero A, Bassik M, Jackson PK. Abstract B25: Combined proteomic and genetic interaction mapping reveals new Ras pathway effectors and regulators. Mol Cancer Res 2020. [DOI: 10.1158/1557-3125.ras18-b25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Despite intensive study, no drugs in clinical use specifically target KRAS-mutant tumors. Uncharacterized feedback pathways and unmapped compensatory pathways, including compensation among paralogs, hinder our ability to target Ras effector pathways, requiring a better catalogue of pathways upstream and downstream of Ras. We used tandem affinity purification of Kras, Hras and Nras, their activated alleles and key proteins with known regulatory (GEFs, GAPs) or effectors (Raf, RalGDS1, RIN1/2) in both 293 cells and A549 NSCLC cells to generate a high-confidence protein-protein interaction (PPI) network of 220 proteins showing 1,400 physical interactions. The network was used to design an sgRNA library (10 sgRNAs/gene) and screen Cas9-expressing A549 cells for strong growth dependencies. These data were then used to select 120 genes and construct a 2-gene tandem sgRNA library of highest relevance to the Ras pathway (with 60 control sgRNAs). This 2-gene sgRNA library was tested in A549 and H23 NSCLC lines for quantitative single and two gene-dependent quantitative changes in growth, showing 100s of strong synthetic lethals among 14K pairwise tests. These genetic interactions in conjunction with PPIs and TCGA data identify extensive coupling between Raf/MEK/ERK kinases, Ral and Rap GTPases, the Rap1GDS1 small GTPase controller, and RADIL cell adhesion pathways. The screen identified new candidate effector pathways for cell adhesion, Rap GTPase regulation, and protein processing, including new understudied Kras direct effectors RADIL, RGL1/2/3, and RIN1/2. Additional 20 x 20 custom libraries were screened in a broader panel of Kras-mutant versus other NSCLC lines. These screens revealed systematic Kras-dependent synthetic lethality among components of the MAP kinase pathway (ERK1/ERK2, ERK1/RAF1, MEK1/MEK2 etc.) and other interactions between the MAPK pathway and components of the Ral and Rap GTPase, RADIL cell adhesion pathways and RIN1-dependent macropinocytosis pathways. Using the recent Kras G12C inhibitor in H23 cells, we have validated that sgRNA knockouts of these Kras effector affect these specific, new pathways: cell adhesion via RADIL, growth signaling via Rap1GDS1 and RhoA, and macropinocytosis via the Rab5 GEF RIN1. Application of the Kras inhibitor ARS-853 shows much-reduced effects on specific Kras effector pathways in cells deleted for these specific effectors, showing these effectors are highly coupled to Kras. Our systematic data reveal new genetic vulnerabilities and target candidates with potential for new therapeutics.
Citation Format: Marcus Kelly, Kyuho Han, Kaja Kostyrko, Nancie Mooney, Edwin Jeng, Janos Demeter, Alejandro Sweet-Cordero, Michael Bassik, Peter K. Jackson. Combined proteomic and genetic interaction mapping reveals new Ras pathway effectors and regulators [abstract]. In: Proceedings of the AACR Special Conference on Targeting RAS-Driven Cancers; 2018 Dec 9-12; San Diego, CA. Philadelphia (PA): AACR; Mol Cancer Res 2020;18(5_Suppl):Abstract nr B25.
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Bennett HW, Gustavsson AK, Bayas CA, Petrov PN, Mooney N, Moerner WE, Jackson PK. Novel fibrillar structure in the inversin compartment of primary cilia revealed by 3D single-molecule superresolution microscopy. Mol Biol Cell 2020; 31:619-639. [PMID: 31895004 PMCID: PMC7202064 DOI: 10.1091/mbc.e19-09-0499] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Primary cilia in many cell types contain a periaxonemal subcompartment called the inversin compartment. Four proteins have been found to assemble within the inversin compartment: INVS, ANKS6, NEK8, and NPHP3. The function of the inversin compartment is unknown, but it appears to be critical for normal development, including left–right asymmetry and renal tissue homeostasis. Here we combine superresolution imaging of human RPE1 cells, a classic model for studying primary cilia in vitro, with a genetic dissection of the protein–protein binding relationships that organize compartment assembly to develop a new structural model. We observe that INVS is the core structural determinant of a compartment composed of novel fibril-like substructures, which we identify here by three-dimensional single-molecule superresolution imaging. We find that NEK8 and ANKS6 depend on INVS for localization to these fibrillar assemblies and that ANKS6-NEK8 density within the compartment is regulated by NEK8. Together, NEK8 and ANKS6 are required downstream of INVS to localize and concentrate NPHP3 within the compartment. In the absence of these upstream components, NPHP3 is redistributed within cilia. These results provide a more detailed structure for the inversin compartment and introduce a new example of a membraneless compartment organized by protein–protein interactions.
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Hilgendorf KI, Johnson CT, Mezger A, Rice SL, Norris AM, Demeter J, Greenleaf WJ, Reiter JF, Kopinke D, Jackson PK. Omega-3 Fatty Acids Activate Ciliary FFAR4 to Control Adipogenesis. Cell 2019; 179:1289-1305.e21. [PMID: 31761534 DOI: 10.1016/j.cell.2019.11.005] [Citation(s) in RCA: 142] [Impact Index Per Article: 28.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Revised: 09/23/2019] [Accepted: 10/31/2019] [Indexed: 10/25/2022]
Abstract
Adult mesenchymal stem cells, including preadipocytes, possess a cellular sensory organelle called the primary cilium. Ciliated preadipocytes abundantly populate perivascular compartments in fat and are activated by a high-fat diet. Here, we sought to understand whether preadipocytes use their cilia to sense and respond to external cues to remodel white adipose tissue. Abolishing preadipocyte cilia in mice severely impairs white adipose tissue expansion. We discover that TULP3-dependent ciliary localization of the omega-3 fatty acid receptor FFAR4/GPR120 promotes adipogenesis. FFAR4 agonists and ω-3 fatty acids, but not saturated fatty acids, trigger mitosis and adipogenesis by rapidly activating cAMP production inside cilia. Ciliary cAMP activates EPAC signaling, CTCF-dependent chromatin remodeling, and transcriptional activation of PPARγ and CEBPα to initiate adipogenesis. We propose that dietary ω-3 fatty acids selectively drive expansion of adipocyte numbers to produce new fat cells and store saturated fatty acids, enabling homeostasis of healthy fat tissue.
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Hsu J, Arand J, Chaikovsky A, Mooney NA, Demeter J, Brison CM, Oliverio R, Vogel H, Rubin SM, Jackson PK, Sage J. E2F4 regulates transcriptional activation in mouse embryonic stem cells independently of the RB family. Nat Commun 2019; 10:2939. [PMID: 31270324 PMCID: PMC6610666 DOI: 10.1038/s41467-019-10901-x] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 06/06/2019] [Indexed: 01/22/2023] Open
Abstract
E2F transcription factors are central regulators of cell division and cell fate decisions. E2F4 often represents the predominant E2F activity in cells. E2F4 is a transcriptional repressor implicated in cell cycle arrest and whose repressive activity depends on its interaction with members of the RB family. Here we show that E2F4 is important for the proliferation and the survival of mouse embryonic stem cells. In these cells, E2F4 acts in part as a transcriptional activator that promotes the expression of cell cycle genes. This role for E2F4 is independent of the RB family. Furthermore, E2F4 functionally interacts with chromatin regulators associated with gene activation and we observed decreased histone acetylation at the promoters of cell cycle genes and E2F targets upon loss of E2F4 in RB family-mutant cells. Taken together, our findings uncover a non-canonical role for E2F4 that provide insights into the biology of rapidly dividing cells. E2F transcription factors are regulators of cell division and cell fate decisions. Here the authors show that E2F4 is important for proliferation and survival of mouse ESCs, independent of the RB family, and that E2F4 interacts with chromatin regulators associated with gene activation.
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Lin CH, Wang Z, Duque-Afonso J, Wong SHK, Demeter J, Loktev AV, Somervaille TCP, Jackson PK, Cleary ML. Oligomeric self-association contributes to E2A-PBX1-mediated oncogenesis. Sci Rep 2019; 9:4915. [PMID: 30894657 PMCID: PMC6426973 DOI: 10.1038/s41598-019-41393-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2018] [Accepted: 03/04/2019] [Indexed: 11/16/2022] Open
Abstract
The PBX1 homeodomain transcription factor is converted by t(1;19) chromosomal translocations in acute leukemia into the chimeric E2A-PBX1 oncoprotein. Fusion with E2A confers potent transcriptional activation and constitutive nuclear localization, bypassing the need for dimerization with protein partners that normally stabilize and regulate import of PBX1 into the nucleus, but the mechanisms underlying its oncogenic activation are incompletely defined. We demonstrate here that E2A-PBX1 self-associates through the PBX1 PBC-B domain of the chimeric protein to form higher-order oligomers in t(1;19) human leukemia cells, and that this property is required for oncogenic activity. Structural and functional studies indicate that self-association facilitates the binding of E2A-PBX1 to DNA. Mutants unable to self-associate are transformation defective, however their oncogenic activity is rescued by the synthetic oligomerization domain of FKBP, which confers conditional transformation properties on E2A-PBX1. In contrast to self-association, PBX1 protein domains that mediate interactions with HOX DNA-binding partners are dispensable. These studies suggest that oligomeric self-association may compensate for the inability of monomeric E2A-PBX1 to stably bind DNA and circumvents protein interactions that otherwise modulate PBX1 stability, nuclear localization, DNA binding, and transcriptional activity. The unique dependence on self-association for E2A-PBX1 oncogenic activity suggests potential approaches for mechanism-based targeted therapies.
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MESH Headings
- Basic Helix-Loop-Helix Transcription Factors/genetics
- Basic Helix-Loop-Helix Transcription Factors/metabolism
- Carcinogenesis/genetics
- Cell Line, Tumor
- Chromosomes, Human, Pair 1/chemistry
- Chromosomes, Human, Pair 19/chemistry
- DNA, Neoplasm/genetics
- DNA, Neoplasm/metabolism
- Gene Expression Regulation, Neoplastic
- HEK293 Cells
- Humans
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/metabolism
- Leukemia, Myeloid, Acute/pathology
- Oncogene Proteins, Fusion/genetics
- Oncogene Proteins, Fusion/metabolism
- Pre-B-Cell Leukemia Transcription Factor 1/genetics
- Pre-B-Cell Leukemia Transcription Factor 1/metabolism
- Protein Binding
- Protein Multimerization
- Protein Stability
- Tacrolimus Binding Proteins/genetics
- Tacrolimus Binding Proteins/metabolism
- Transcription, Genetic
- Translocation, Genetic
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Kelly MR, Han K, Mooney N, Jeng E, Kostyrko K, Sweet-Cordero A, Bassik M, Jackson PK. Abstract PR12: A combined protein-protein interaction and genetic interaction map defines new and critical Kras effectors in non-small cell lung cancer. Clin Cancer Res 2018. [DOI: 10.1158/1557-3265.aacriaslc18-pr12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Despite intensive study, no drugs in clinical use specifically target KRAS-mutant tumors. Uncharacterized feedback mechanisms and parallel pathways have stymied the treatment of KRAS-mutant tumors with Raf and PI3K inhibitors, and the KRas protein itself does not easily accommodate binding of small-molecule inhibitors. These challenges demand more systematic and quantitative characterization of the physical and genetic relationships between Ras regulators and effectors.
To that end, we used tandem affinity purification of Kras, Hras and Nras, their activated alleles and key proteins with known regulatory (GEFs, GAPs) or effector (Raf, RalGDS, RIN1/2) roles in both 293 cells and A549 NSCLC cells to generate a high-confidence protein-protein interaction (PPI) network. This map of 220 proteins and 1,400 physical interactions was used to design an sgRNA library with 10 guides/gene. This library was screened in Cas9-expressing A549 cells and grown for 14 days before analysis for dropout or enhanced representation of sgRNAs. Approximately 120 genes showed positive or negative growth effects. PPIs and genetic interactions (GIs) were cross-referenced with public PPI data and TCGA patient data to assemble a combined physical PPI and genetic map informed by cancer mutations. This map suggests many hypotheses for PPIs critical for growth control. This set was used to construct a sgRNA library covering 120 genes of probable relevance to the Ras pathway with ~60 “safe harbor” control sgRNAs. This library was screened in a two-cassette sgRNA system testing 14K pairwise genetic effects to identify quantitative changes in growth in A549 and H23 NSCLC lines. This screen showed >100 genetic interactions, which in conjunction with PPIs, identify coupling between the Raf/MEK/ERK kinase, Ral and Rap GTPase, RNA processing, and cell adhesion pathways. The screen identified new candidate effector pathways for cell adhesion, RNA processing, Rap GTPase regulation, and protein processing, including the RADIL, RGL, and RIN Kras effectors. Validation focused using the synthetic lethal interactions observed in the sgRNA screen to predict drug combinations showing drug synergy in A549 and H23 cells. Using 11-point dose titrations and isobologram analysis of drug combinations, we see strong synergy among PI3 kinase, Raf, and Erk inhibitors in these cells. Using the recently described Kras G12C inhibitor, expressed in H23 cells, we have validated that sgRNA deletion of the the key Kras effector for specific pathways including cell adhesion (RADIL), growth signaling (RAF), and endocytosis/ macropinocytosis (RIN) are affected and that use of the Kras inhibitor ARS-853 shows much reduced effects on specific Kras effector pathways in cells deleted for these effectors. These systematic data underscore the limitations of our current understanding of Kras-driven cancers, revealing new genetic vulnerabilities and target candidates.
This abstract is also being presented as Poster A28.
Citation Format: Marcus R. Kelly, Kyuho Han, Nancie Mooney, Edwin Jeng, Kaja Kostyrko, Alejandro Sweet-Cordero, Michael Bassik, Peter K. Jackson. A combined protein-protein interaction and genetic interaction map defines new and critical Kras effectors in non-small cell lung cancer [abstract]. In: Proceedings of the Fifth AACR-IASLC International Joint Conference: Lung Cancer Translational Science from the Bench to the Clinic; Jan 8-11, 2018; San Diego, CA. Philadelphia (PA): AACR; Clin Cancer Res 2018;24(17_Suppl):Abstract nr PR12.
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Abstract
EZH2 is frequently amplified in human melanomas. In this issue of Cancer Cell, Zingg et al. find that EZH2 overexpression silences genes for the primary cilium, causing deciliation, Wnt pathway activation, and progression of BrafV600E- or NrasQ61N-driven melanomas, thus defining a tumor-suppressor role for cilia in cancer.
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Jackson PK. Abstract 1313: A combined protein-protein interaction and genetic interaction map defines new and critical Kras effectors in NSCLC. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-1313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Despite intensive study, no drugs in clinical use specifically target KRAS-mutant tumors. Uncharacterized feedback mechanisms and parallel pathways have stymied the treatment of KRAS-mutant tumors with Raf and PI3K inhibitors, and the KRas protein itself does not easily accommodate binding of small-molecule inhibitors. These challenges demand more systematic and quantitative characterization of the physical and genetic relationships between Ras regulators and effectors. Thus we used tandem affinity purification of Kras, Hras and Nras, their activated alleles and key proteins with known regulatory (GEFs, GAPs) or effector (Raf, RalGDS) roles in both 293 cells and A549 NSCLC cells to generate a high-confidence protein-protein interaction (PPI) network. This map of 220 proteins and 1,400 physical interactions was used to design an sgRNA library with 10 guides/gene. This library was screened in Cas9-expressing A549 cells and grown for 14 days before analysis for dropout or enhanced representation of sgRNAs. Approximately 120 genes showed positive or negative growth effects. PPIs and genetic interactions (GIs) were cross-referenced with public PPI data and TCGA patient data to assemble a combined physical PPI and genetic map informed by cancer mutations. This map suggests many hypotheses for PPIs critical for growth control. This set was used to construct a sgRNA library covering 120 genes of probable relevance to the Ras pathway with ~60 “safe harbor” control sgRNAs. This library was screened in a two-cassette sgRNA system testing 14K pairwise genetic effects to identify quantitative changes in growth in A549 and H23 NSCLC lines. This screen showed >100 genetic interactions, which in conjunction with PPIs identify coupling between the Raf/MEK/ERK kinase, Ral and Rap GTPase, RNA processing and cell adhesion pathways. The screen identified new candidate effector pathways for cell adhesion, RNA processing, Rap GTPase regulation and protein processing, including the RADIL, RGL and RIN Kras effectors. Validation focused on using the synthetic lethal interactions observed in the sgRNA screen to predict drug combinations showing drug synergy in A549 and H23 cells. Using 11-point dose titrations and isobologram analysis of drug combinations, we see strong synergy among PI3 kinase, Raf and Erk inhibitors in these cells. Using the recently described Kras G12C inhibitor, expressed in H23 cells, we have validated that sgRNA deletion of the the key Kras effector for specific pathway,s including cell adhesion (RADIL), growth signaling (RAF) and endocytosis/ macropinocytosis (RIN), is affected and that use of the Kras inhibitor ARS-853 shows much-reduced effects on specific Kras effector pathways in cells deleted for these effectors. These systematic data underscore the limitations of our current understanding of Kras-driven cancers, revealing new genetic vulnerabilities and target candidates.
Citation Format: Peter K. Jackson. A combined protein-protein interaction and genetic interaction map defines new and critical Kras effectors in NSCLC [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 1313.
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Kostyrko K, Kelly MR, Han K, Jeng EE, Morgens DW, Bassik MC, Jackson PK, Sweet-Cordero A. Abstract 4362: Identification of novel combinatorial synthetic lethal vulnerabilities in KRAS-driven lung cancer. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-4362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Lung cancer is the number one cause of cancer-related deaths worldwide. The most prevalent type of lung cancer is Non-Small Cell Lung Cancer (NSCLC). A significant number of patients with NSCLC carry oncogenic KRAS mutations. However, the efforts to target KRAS directly have thus far proven unsuccessful and tumors harboring mutations in this gene remain the most difficult to treat, highlighting the need for alternative approaches. One promising strategy is to target KRAS-dependent cancers through synthetic lethality. However, KRAS activates multiple effector pathways, suggesting that targeting one gene may not be sufficient to fully inhibit KRAS oncogenesis. Therefore, we propose that targeting combinations of genes that together are synthetic lethal with KRAS may constitute a better therapeutic strategy. Furthermore, we hypothesize that a targeted approach focused on the protein-protein interaction network proximal to KRAS may be more effective than the current emphasis on genome-wide screens. To discover novel, combinatorial KRAS synthetic lethal genes, we used affinity purification/mass spectrometry (AP/MS), to systematically identify KRAS interacting proteins and construct a detailed map of protein-protein interactions centered on KRAS. Based on this network we designed a CRISPR/Cas9 library targeting pairwise combinations of KRAS-interacting genes. Using this library we simultaneously knocked-out pairs of 119 genes in two KRAS-driven non-small cell lung cancer (NSCLC) cell lines (A549 and H23). Knock-out of many gene pairs synergistically impaired growth of these cells, while the knock-out of each of the genes alone had no or little effect. We chose 20 most promising targets for further screening in vitro and in vivo in a panel of 9 KRAS-mutant and KRAS wild type Cas9-expressing NSCLC cell lines. We also selected six gene pairs that had the most synergistic effect on growth in A549 and H23 cells for individual validation in Cas9-expressing NSCLC cell lines and normal human bronchial epithelial cells (HBECs). We found that the simultaneous knock-out of one pair of genes, Rap1GDS1 and RhoA, significantly decreased growth of KRAS-dependent NSCLC cells, while having a limited effect on KRAS-independent cells or HBECs. Moreover the knock-out of either of these genes alone had no effect on growth in any of the cell lines, suggesting that only the combination of these two genes is synthetically lethal with KRAS. We are currently performing further validation in organoid cultures and in vivo. Additional validation and human relevance will be determined using patient-derived xenografts (PDX).
Citation Format: Kaja Kostyrko, Marcus R. Kelly, Kyuho Han, Edwin E. Jeng, David W. Morgens, Michael C. Bassik, Peter K. Jackson, Alejandro Sweet-Cordero. Identification of novel combinatorial synthetic lethal vulnerabilities in KRAS-driven lung cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 4362.
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Kanie T, Jackson PK. Guanine Nucleotide Exchange Assay Using Fluorescent MANT-GDP. Bio Protoc 2018; 8:e2795. [PMID: 29951569 DOI: 10.21769/bioprotoc.2795] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
GTPases are molecular switches that cycle between the inactive GDP-bound state and the active GTP-bound state. GTPases exchange nucleotides either by its intrinsic nucleotide exchange or by interaction with guanine nucleotide exchange factors (GEFs). Monitoring the nucleotide exchange in vitro, together with reconstitution of direct interactions with regulatory proteins, provides key insights into how a GTPase is activated. In this protocol, we describe core methods to monitor nucleotide exchange using fluorescent N-Methylanthraniloyl (MANT)-guanine nucleotide.
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Kelly MR, Kyuho H, Jeng EE, Morgans D, Kostyrko K, Simpson D, Gwinn D, Sweet-Cordero A, Bassik MC, Jackson PK. Abstract PR03: Linking AP/MS-driven protein-protein interaction networks and combination CRISPR/sgRNA screens defines new Kras effectors and target candidates for non-small cell lung cancer. Mol Cancer Ther 2017. [DOI: 10.1158/1538-8514.synthleth-pr03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The Kras pathway is a central driver in prevalent and deadly cancers including pancreas, colon and lung. Despite decades of work studying the Raf and PI3 kinase pathways downstream of Kras, therapies targeted to these pathways have shown varied responses in tumors
To better understand whether important Kras dependences have been overlooked, we used tandem affinity purification of Kras, Hras, and Nras interactors and a set of baits representing ~50 interacting pathway regulators, and have compared these interactions in Kras transformed A549 NSCLC lines versus an isogenic shRNA Kras knockdown line, to identify key protein-protein interactions (PPIs) linked to Kras effector activity. These interactions were curated and compared to public PPI, genetic susceptibility, and other multiomics data to assemble a physical PPI map annotated with important functional determinants. This functional map was used to construct a library of 114 selected sgRNAs (10 guides per gene) and screened in a 1140 x 1140 dual sgRNA vector system to look for quantitative changes in single and dual genetic dependencies in A549 cell growth. We discovered a considerable number of new KRAS GTP-specific effectors important in NSCLC cancer, many with strong mutations patterns supported by TCGA data and validated by in vitro biochemical assay. We will present these data and additional validation studies on two pathways including the Radil-Rap1-Kif14 pathway for cell migration and an extensive interaction of the Kras pathway with Ral and Rap GTPase family guanine nucleotide exchange factors. These new effectors underscore limitations in our functional understanding of transformation in Kras-driven tumors and suggest specific new targets for these critical tumors.
Citation Format: Marcus R. Kelly, Han Kyuho, Edwin E. Jeng, David Morgans, Kaja Kostyrko, David Simpson, Dana Gwinn, Alejandro Sweet-Cordero, Michael C. Bassik, Peter K. Jackson. Linking AP/MS-driven protein-protein interaction networks and combination CRISPR/sgRNA screens defines new Kras effectors and target candidates for non-small cell lung cancer [abstract]. In: Proceedings of the AACR Precision Medicine Series: Opportunities and Challenges of Exploiting Synthetic Lethality in Cancer; Jan 4-7, 2017; San Diego, CA. Philadelphia (PA): AACR; Mol Cancer Ther 2017;16(10 Suppl):Abstract nr PR03.
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Qin EY, Cooper DD, Abbott KL, Lennon J, Nagaraja S, Mackay A, Jones C, Vogel H, Jackson PK, Monje M. Neural Precursor-Derived Pleiotrophin Mediates Subventricular Zone Invasion by Glioma. Cell 2017; 170:845-859.e19. [PMID: 28823557 PMCID: PMC5587159 DOI: 10.1016/j.cell.2017.07.016] [Citation(s) in RCA: 133] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2017] [Revised: 06/15/2017] [Accepted: 07/13/2017] [Indexed: 12/26/2022]
Abstract
The lateral ventricle subventricular zone (SVZ) is a frequent and consequential site of pediatric and adult glioma spread, but the cellular and molecular mechanisms mediating this are poorly understood. We demonstrate that neural precursor cell (NPC):glioma cell communication underpins this propensity of glioma to colonize the SVZ through secretion of chemoattractant signals toward which glioma cells home. Biochemical, proteomic, and functional analyses of SVZ NPC-secreted factors revealed the neurite outgrowth-promoting factor pleiotrophin, along with required binding partners SPARC/SPARCL1 and HSP90B, as key mediators of this chemoattractant effect. Pleiotrophin expression is strongly enriched in the SVZ, and pleiotrophin knock down starkly reduced glioma invasion of the SVZ in the murine brain. Pleiotrophin, in complex with the binding partners, activated glioma Rho/ROCK signaling, and ROCK inhibition decreased invasion toward SVZ NPC-secreted factors. These findings demonstrate a pathogenic role for NPC:glioma interactions and potential therapeutic targets to limit glioma invasion. PAPERCLIP.
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Ding S, Mooney N, Li B, Kelly MR, Feng N, Loktev AV, Sen A, Patton JT, Jackson PK, Greenberg HB. Comparative Proteomics Reveals Strain-Specific β-TrCP Degradation via Rotavirus NSP1 Hijacking a Host Cullin-3-Rbx1 Complex. PLoS Pathog 2016; 12:e1005929. [PMID: 27706223 PMCID: PMC5051689 DOI: 10.1371/journal.ppat.1005929] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Accepted: 09/10/2016] [Indexed: 11/18/2022] Open
Abstract
Rotaviruses (RVs) are the leading cause of severe gastroenteritis in young children, accounting for half a million deaths annually worldwide. RV encodes non-structural protein 1 (NSP1), a well-characterized interferon (IFN) antagonist, which facilitates virus replication by mediating the degradation of host antiviral factors including IRF3 and β-TrCP. Here, we utilized six human and animal RV NSP1s as baits and performed tandem-affinity purification coupled with high-resolution mass spectrometry to comprehensively characterize NSP1-host protein interaction network. Multiple Cullin-RING ubiquitin ligase (CRL) complexes were identified. Importantly, inhibition of cullin-3 (Cul3) or RING-box protein 1 (Rbx1), by siRNA silencing or chemical perturbation, significantly impairs strain-specific NSP1-mediated β-TrCP degradation. Mechanistically, we demonstrate that NSP1 localizes to the Golgi with the host Cul3-Rbx1 CRL complex, which targets β-TrCP and NSP1 for co-destruction at the proteasome. Our study uncovers a novel mechanism that RV employs to promote β-TrCP turnover and provides molecular insights into virus-mediated innate immunity inhibition.
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Toriyama M, Lee C, Taylor SP, Duran I, Cohn DH, Bruel AL, Tabler JM, Drew K, Kelley MR, Kim S, Park TJ, Braun D, Pierquin G, Biver A, Wagner K, Malfroot A, Panigrahi I, Franco B, Al-lami HA, Yeung Y, Choi YJ, Duffourd Y, Faivre L, Rivière JB, Chen J, Liu KJ, Marcotte EM, Hildebrandt F, Thauvin-Robinet C, Krakow D, Jackson PK, Wallingford JB. The ciliopathy-associated CPLANE proteins direct basal body recruitment of intraflagellar transport machinery. Nat Genet 2016; 48:648-56. [PMID: 27158779 PMCID: PMC4978421 DOI: 10.1038/ng.3558] [Citation(s) in RCA: 106] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Accepted: 04/01/2016] [Indexed: 12/21/2022]
Abstract
Cilia use microtubule-based intraflagellar transport (IFT) to organize intercellular signaling. Ciliopathies are a spectrum of human diseases resulting from defects in cilia structure or function. The mechanisms regulating the assembly of ciliary multiprotein complexes and the transport of these complexes to the base of cilia remain largely unknown. Combining proteomics, in vivo imaging and genetic analysis of proteins linked to planar cell polarity (Inturned, Fuzzy and Wdpcp), we identified and characterized a new genetic module, which we term CPLANE (ciliogenesis and planar polarity effector), and an extensive associated protein network. CPLANE proteins physically and functionally interact with the poorly understood ciliopathy-associated protein Jbts17 at basal bodies, where they act to recruit a specific subset of IFT-A proteins. In the absence of CPLANE, defective IFT-A particles enter the axoneme and IFT-B trafficking is severely perturbed. Accordingly, mutation of CPLANE genes elicits specific ciliopathy phenotypes in mouse models and is associated with ciliopathies in human patients.
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Pal K, Hwang SH, Somatilaka B, Badgandi H, Jackson PK, DeFea K, Mukhopadhyay S. Smoothened determines β-arrestin-mediated removal of the G protein-coupled receptor Gpr161 from the primary cilium. J Cell Biol 2016; 212:861-75. [PMID: 27002170 PMCID: PMC4810300 DOI: 10.1083/jcb.201506132] [Citation(s) in RCA: 98] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Accepted: 02/11/2016] [Indexed: 02/08/2023] Open
Abstract
Dynamic changes in membrane protein composition of the primary cilium are central to development and homeostasis, but we know little about mechanisms regulating membrane protein flux. Stimulation of the sonic hedgehog (Shh) pathway in vertebrates results in accumulation and activation of the effector Smoothened within cilia and concomitant disappearance of a negative regulator, the orphan G protein-coupled receptor (GPCR), Gpr161. Here, we describe a two-step process determining removal of Gpr161 from cilia. The first step involves β-arrestin recruitment by the signaling competent receptor, which is facilitated by the GPCR kinase Grk2. An essential factor here is the ciliary trafficking and activation of Smoothened, which by increasing Gpr161-β-arrestin binding promotes Gpr161 removal, both during resting conditions and upon Shh pathway activation. The second step involves clathrin-mediated endocytosis, which functions outside of the ciliary compartment in coordinating Gpr161 removal. Mechanisms determining dynamic compartmentalization of Gpr161 in cilia define a new paradigm for down-regulation of GPCRs during developmental signaling from a specialized subcellular compartment.
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Jackson PK, Attardi LD. p73 and FoxJ1: Programming Multiciliated Epithelia. Trends Cell Biol 2016; 26:239-240. [PMID: 26988441 DOI: 10.1016/j.tcb.2016.03.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2016] [Accepted: 03/01/2016] [Indexed: 10/22/2022]
Abstract
The mysteriously diverse phenotypes in mice lacking the p53 homolog p73 are recently unified by new analysis showing p73 is required for formation of multiciliated epithelia. p73 directly activates FoxJ1, the central transcriptional driver for multiciliation, and induces a host of genes critical for ciliogenesis.
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Hilgendorf KI, Johnson CT, Jackson PK. The primary cilium as a cellular receiver: organizing ciliary GPCR signaling. Curr Opin Cell Biol 2016; 39:84-92. [PMID: 26926036 DOI: 10.1016/j.ceb.2016.02.008] [Citation(s) in RCA: 147] [Impact Index Per Article: 18.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2015] [Revised: 02/03/2016] [Accepted: 02/04/2016] [Indexed: 12/12/2022]
Abstract
The primary cilium is an antenna-like cellular protrusion mediating sensory and neuroendocrine signaling. Its localization within tissue architecture and a growing list of cilia-localized receptors, in particular G-protein-coupled receptors, determine a host of crucial physiologies, which are disrupted in human ciliopathies. Here, we discuss recent advances in the identification and characterization of ciliary signaling components and pathways. Recent studies have highlighted the unique signaling environment of the primary cilium and we are just beginning to understand how this design allows for highly amplified and regulated signaling.
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Acharya S, Petersen KY, Golubkov V, Kwong M, Adams CM, Jackson PK, Lewis DB. Abstract 5002: Abstract Submission. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-5002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Protein tyrosine kinase 7 (PTK7), a catalytically inactive receptor tyrosine kinase (RTK) that is highly expressed by T-lineage cells during intrathymic development, is a novel marker for human CD4+ recent thymic emigrants (RTEs), and is also highly expressed on some T-lineage thymomas, e.g., Jurkat cells as well as inprimary T-Acute Lymphoblastic leukemia. The function of PTK7 in normal human T-cell development and in oncogenesis remains unclear. Here, using RNAi-mediated gene silencing in T-lineage tumor cells, primary human peripheral T-cells, and thymocytes, we found that targeting PTK7 consistently decreased cell survival by augmenting caspase-3 activation of apoptosis. The PTK7 knockdown also decreased AKT phosphorylation and PI3 kinase activity, suggesting an essential role for PTK7 in survival of RTEs and developing thymocytes involving the PI3K/AKT pathway. Using mass spectrometry we identified insulin-like growth factor-1 (IGF-1) receptor as an active kinase partner of PTK7. This interaction was biologically relevant in that PTK7 downregulation also reduced IGF-1R-dependent survival signals in T-lineage cells. As enhanced IGF-1-dependent signaling is a frequent event in oncogenesis, the intersection of PTK7 with the IGF-1 signaling pathway suggests the potential of PTK7-directed therapy of T-lineage tumors.
Citation Format: Swati Acharya, Kira Y.D Petersen, Vladislav Golubkov, Mandy Kwong, Christopher M. Adams, Peter K. Jackson, David B. Lewis. Abstract Submission. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 5002. doi:10.1158/1538-7445.AM2015-5002
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Lu Q, Insinna C, Ott C, Stauffer J, Pintado PA, Rahajeng J, Baxa U, Walia V, Cuenca A, Hwang YS, Daar IO, Lopes S, Lippincott-Schwartz J, Jackson PK, Caplan S, Westlake CJ. Erratum: Early steps in primary cilium assembly require EHD1/EHD3-dependent ciliary vesicle formation. Nat Cell Biol 2015; 17:531. [DOI: 10.1038/ncb3155] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Gholkar AA, Senese S, Lo YC, Capri J, Deardorff WJ, Dharmarajan H, Contreras E, Hodara E, Whitelegge JP, Jackson PK, Torres JZ. Tctex1d2 associates with short-rib polydactyly syndrome proteins and is required for ciliogenesis. Cell Cycle 2015; 14:1116-25. [PMID: 25830415 PMCID: PMC4614626 DOI: 10.4161/15384101.2014.985066] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Revised: 10/28/2014] [Accepted: 11/03/2014] [Indexed: 12/26/2022] Open
Abstract
Short-rib polydactyly syndromes (SRPS) arise from mutations in genes involved in retrograde intraflagellar transport (IFT) and basal body homeostasis, which are critical for cilia assembly and function. Recently, mutations in WDR34 or WDR60 (candidate dynein intermediate chains) were identified in SRPS. We have identified and characterized Tctex1d2, which associates with Wdr34, Wdr60 and other dynein complex 1 and 2 subunits. Tctex1d2 and Wdr60 localize to the base of the cilium and their depletion causes defects in ciliogenesis. We propose that Tctex1d2 is a novel dynein light chain important for trafficking to the cilium and potentially retrograde IFT and is a new molecular link to understanding SRPS pathology.
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Beales P, Jackson PK. Acknowledgement of Cilia’s reviewers in 2013. Cilia 2014. [PMCID: PMC3899740 DOI: 10.1186/2046-2530-3-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Contributing reviewers
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