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  • 1
    In: Nature Communications, Springer Science and Business Media LLC, Vol. 10, No. 1 ( 2019-06-03)
    Abstract: BET-bromodomain inhibition (BETi) has shown pre-clinical promise for MYC-amplified medulloblastoma. However, the mechanisms for its action, and ultimately for resistance, have not been fully defined. Here, using a combination of expression profiling, genome-scale CRISPR/Cas9-mediated loss of function and ORF/cDNA driven rescue screens, and cell-based models of spontaneous resistance, we identify bHLH/homeobox transcription factors and cell-cycle regulators as key genes mediating BETi’s response and resistance. Cells that acquire drug tolerance exhibit a more neuronally differentiated cell-state and expression of lineage-specific bHLH/homeobox transcription factors. However, they do not terminally differentiate, maintain expression of CCND2, and continue to cycle through S-phase. Moreover, CDK4/CDK6 inhibition delays acquisition of resistance. Therefore, our data provide insights about the mechanisms underlying BETi effects and the appearance of resistance and support the therapeutic use of combined cell-cycle inhibitors with BETi in MYC-amplified medulloblastoma.
    Type of Medium: Online Resource
    ISSN: 2041-1723
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2019
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  • 2
    In: Cell Reports, Elsevier BV, Vol. 33, No. 11 ( 2020-12), p. 108493-
    Type of Medium: Online Resource
    ISSN: 2211-1247
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2020
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  • 3
    In: Cell Reports, Elsevier BV, Vol. 36, No. 2 ( 2021-07), p. 109367-
    Type of Medium: Online Resource
    ISSN: 2211-1247
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2021
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  • 4
    In: Nature Genetics, Springer Science and Business Media LLC, Vol. 53, No. 4 ( 2021-04), p. 529-538
    Type of Medium: Online Resource
    ISSN: 1061-4036 , 1546-1718
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    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2021
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  • 5
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 78, No. 13_Supplement ( 2018-07-01), p. 2352-2352
    Abstract: Many children with metastatic or recurrent pediatric solid tumors continue to have poor survival, and there is an immense need to identify novel therapeutic approaches. Moreover, these cancers typically have simple genomes with limited known druggable molecular events. In order to discover new vulnerabilities in pediatric solid tumors, we have performed genome-scale CRISPR-Cas9 loss-of-function screening and deep “omic” characterization in over 60 pediatric cancer cell lines to date, including neuroblastoma, medulloblastoma, Ewing sarcoma, malignant rhabdoid tumor and rhabdomyosarcoma lines, to begin defining a pediatric cancer dependency map. Global analyses of the pediatric dependency landscape have identified emerging classes of pediatric cancers, including epigenetic-driven, aberrant transcription factor-driven and receptor tyrosine kinase-driven malignancies. For example, the preferential dependencies identified in a subset of neuroblastoma, which has aberrantly high expression of the transcription factor MYCN, are highly enriched for an interconnected network of genes annotated to have transcription factor activity. In addition to the global evaluation, we have developed methods and tools for prioritizing targets for further validation within a cancer type. These tools computationally integrate the pediatric dependency data across multiple datasets to identify categories of genetic dependencies that are especially strong hits or enriched hits in a specific pediatric malignancy. As an example, the intersection of MYCN-amplified neuroblastoma specific dependencies and H3-lysine 27 acetylation (H3K27ac) profiling across MYCN-amplified neuroblastoma allowed us to identify a transcriptional core regulatory circuit (CRC) that may drive the malignant state. Furthermore, targeting transcription with the BRD4 inhibitor JQ1 and CDK7 inhibitor THZ1 caused synergistic killing of neuroblastoma cells suggesting a novel therapeutic approach to treating this disease. Thus, defining a comprehensive pediatric cancer dependency map and developing the methods and tools to prioritize vulnerabilities in different cancer types will allow us to discover both novel biology and new therapeutic opportunities in childhood malignancies. Citation Format: Neekesh V. Dharia, Clare Malone, Amanda Balboni Iniguez, Lillian Guenther, Liying Chen, Gabriela Alexe, Adam D. Durbin, Mark W. Zimmerman, Andrew Hong, Pratiti Bandopadhayay, Mariella G. Filbin, Thomas Howard, Brenton Paolella, Iris Fung, Josephine Lee, Phil Montgomery, John M. Krill-Burger, Brian J. Abraham, Jennifer Roth, David E. Root, Richard A. Young, A. Thomas Look, Rameen Beroukhim, Jesse S. Boehm, William C. Hahn, Todd R. Golub, Aviad Tsherniak, Francisca Vazquez, Kimberly Stegmaier. Defining a pediatric cancer dependency map [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 2352.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
    RVK:
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2018
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  • 6
    In: Neuro-Oncology, Oxford University Press (OUP), Vol. 21, No. Supplement_2 ( 2019-04-23), p. ii99-ii99
    Type of Medium: Online Resource
    ISSN: 1522-8517 , 1523-5866
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2019
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  • 7
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 80, No. 16_Supplement ( 2020-08-15), p. LB-100-LB-100
    Abstract: Despite its increasing success and revolutionary impact on clinical oncology, Precision Cancer Medicine still has major roadblocks before it becomes applicable to a large proportion of patients. One such roadblock is the limited number of therapeutic targets available. Indeed, for the vast majority of cancer patients, we either do not know what their specific vulnerabilities are or do not have strategies to precisely target their vulnerabilities. In the Cancer Dependency Map Project (DepMap) at the Broad Institute, we aim to overcome these limitations through the use of genome-scale loss-of-function screens in a large panel of cancer cell lines combined with systematic molecular characterization of these cell lines. To date, we have conducted viability screens with genome-wide RNAi and CRISPR/Cas9 libraries on & gt; 800 cell lines, all of which have also been comprehensively profiled with various omics approaches. In order to systematically identify and prioritize potential therapeutic targets, we created an analytical framework that uses a multifaceted approach to score gene dependencies based on the information extracted from screening outcomes, predictive models of sensitivity from all the genetic and molecular information, and the use of priors. To reproducibly validate the nominated targets, we also developed a toolbox of standardized assays that include confirmation of cell viability effects with orthogonal reagents/read-outs and efficient testing for in vivo efficacy across multiple cancer models. Using this approach, we have identified and validated several promising targets, including the WRN DNA helicase that is selectively essential in cancers with microsatellite instability (MSI). The data, framework, and toolbox developed here can inform the nomination and advancement of promising targets for drug development for Precision Cancer Medicine. Citation Format: Tsukasa Shibue, John M. Krill-Burger, Brenton R. Paolella, Benjamin Gaeta, Adhana Asfaw, Joshua M. Dempster, James M. McFarland, David E. Root, Jesse S. Boehm, Aviad Tsherniak, William C. Hahn, Francisca Vazquez. Systematic target prioritization and validation from genome-scale loss-of-function screens in large panels of human cancer cell lines [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr LB-100.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2020
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  • 8
    Online Resource
    Online Resource
    American Association for Cancer Research (AACR) ; 2015
    In:  Cancer Research Vol. 75, No. 15_Supplement ( 2015-08-01), p. 2128-2128
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 75, No. 15_Supplement ( 2015-08-01), p. 2128-2128
    Abstract: Glioblastoma is the most common and aggressive type of primary brain tumor in adults with more than 14,000 new cases diagnosed each year in the US. Although surgical resection, radiation, and cytotoxic therapies are available these current treatment methods are not curative and the median survival of patients remains at 12-15 months. Inhibitor of DNA binding proteins (Id1-Id4) are a family of genetically encoded dominant negative regulators of basic helix-loop-helix (bHLH) transcription factors. Id proteins are widely reported to inhibit differentiation and promote cell cycle transit in neural progenitor cells (NPCs) and have been implicated in the development of glioma. Our laboratory has observed a poor correlation between Id2 mRNA levels and Id2 protein levels in multiple cell types which led us to seek post-translational modifications that effected steady state Id2 protein levels and key Id2 mediated cellular functions. Using mass spectrometry we have identified three phosphorylation sites within the N-terminus of Id2 in proliferating NPCs. To interrogate the importance of Id2 N-terminal phosphorylation, Id2-/- NPCs were modified to express WT Id2 or various Id2 mutants expressing proteins that could not be phosphorylated at the N-terminus. We observed that NPCs expressing these mutants had higher steady state levels of Id2 than NPCs expressing WT Id2. It is known that WT Id2 is rapidly degraded by the proteasome. However, when proliferating NPCs were treated with cyclohexamide, phospho-ablated Id2 molecules exhibited a longer half-life than WT Id2 molecules indicating that loss of N-terminal phosphorylation results in resistance to proteasome-mediated degradation. Moreover, NPCs expressing this degradation-resistant, phospho-ablated Id2 protein proliferate more rapidly than NPCs expressing WT Id2, a finding consistent with the well-characterized function of Id2 in driving proliferation. Seeking to identify molecules whose inhibition might enhance Id2 phosphorylation, we evaluated the activity of multiple phosphatase inhibitors and identified phosphatases that could potentially function to stabilize pro-proliferative Id2 in NPCs. Calyculin A treatment caused a significant loss of Id2 protein suggesting that the PP1, PP2A, PP4 and/or PP6 phosphatases were likely regulators of Id2. To complement these pharmacologic studies we used a genetic approach to decrease PP2A expression and found that Id2 protein levels were decreased. Our findings indicate that inhibition of this phosphatase may provide a novel mechanism to decrease Id2 protein levels by causing rapid degradation of Id2. Citation Format: Jaclyn Sullivan, Matthew Havrda, Brenton Paolella, Arminja Kettenbach, Scott Gerber, Mark A. Israel. Phosphorylation of Id2 at the N-terminus modulates Id2 degradation and mediates cell cycle regulation in neural progenitor cells. [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 2128. doi:10.1158/1538-7445.AM2015-2128
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2015
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  • 9
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 79, No. 13_Supplement ( 2019-07-01), p. 2878-2878
    Abstract: Pediatric cancers, such as neuroblastoma, have a relative lack of oncogenic mutations and the known drivers of these cancers are largely transcription factors, a target class notoriously difficult to “drug.” In order to identify novel therapeutic targets for high-risk, MYCN-amplified neuroblastoma, we employed functional genomic screening using a CRISPR-Cas9 approach. We generated genome-scale CRISPR dependency data to identify a candidate gene list of 197 putative genetic dependencies in neuroblastoma. We next created a focused sgRNA library targeting these genes and performed time-course dropout screens using CRISPR and CRISPRi and Annexin-V-based positive-selection cell death screens in four MYCN-amplified neuroblastoma cell lines. We also screened this library in vivo in two xenograft models of MYCN-amplified neuroblastoma. At the intersection of these screens, we identified the nuclear export factor NXT1 as a top candidate for therapeutic development in neuroblastoma. NXT1 scores as a strong dependency using both CRISPR and CRISPRi, is strongly enriched in our Annexin-V based positive selection cell death screen and scores in our in vivo screen. We have validated that NXT1 is indeed a genetic dependency in neuroblastoma in low-throughput and that NXT1 loss induces apoptosis in these cell lines. We were next interested in identifying biomarkers of dependency on NXT1, and by integrating RNAseq data with CRISPR dependency data, we identified low expression of NXT2, a paralog of NXT1, as the top predictive feature of NXT1 dependency. Importantly, while NXT1 itself is not currently druggable, inhibitors against another nuclear export protein, CRM1, are currently in Phase II clinical trials, demonstrating this class of proteins has the potential to be effectively drugged. Together, we show that CRISPR-Cas9 functional screens can be used to identify new therapeutic targets, particularly in diseases that lack “druggable” oncogenic drivers, such as many pediatric cancers. Citation Format: Clare F. Malone, Neekesh V. Dharia, Guillaume Kugener, Brenton Paolella, Michael Rothberg, Mai Abdusamad, Alfredo Gonzalez, Nancy Dumont, Scott Younger, David Root, Francisca Vazquez, Kimberly Stegmaier. CRISPR-Cas9 screens identify the nuclear export factor NXT1 as a novel therapeutic target in MYCN-amplified neuroblastoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 2878.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2019
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  • 10
    Online Resource
    Online Resource
    American Association for Cancer Research (AACR) ; 2010
    In:  Cancer Research Vol. 70, No. 8_Supplement ( 2010-04-15), p. 398-398
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 70, No. 8_Supplement ( 2010-04-15), p. 398-398
    Abstract: Molecularly targeted therapies hold great promise for the treatment of cancer. Conditional transgenic mouse models offer unique opportunities for investigating whether the targeted inactivation of an oncogene is sufficient for tumor regression and for developing strategies to overcome the mechanisms by which tumors become resistant to targeted therapies. We developed transgenic mice (GFAP/tTA:TRE/PDGFB) in which human platelet-derived growth factor B (hPDGFB) is expressed in a doxycycline responsive manner. Without doxycycline these mice expressed PDGFB in the CNS and developed glioma. Doxycycline administration led to symptomatic recovery in the majority of tumor-bearing mice. However, sustained regression did not occur in 8 of 22 mice following 3 months of doxycycline treatment. In other experiments we implanted spheroid cells derived from other spontaneous mouse glioma arising in this model into the flanks of immuno-deficient mice. We initially observed a significant reduction in the size of established tumors with doxycycline administration, but residual cells from 5 out of 9 tumors began to grow rapidly following a prolonged period of the treatment. In vitro, spheroid cells derived from the relapsed tumors grew in a PDGFB-independent manner. Doxycycline addition to spheroid cultures effectively inhibited hPDGFB expression but did not inhibit proliferation or induce apoptosis. Examination of signaling pathways revealed that PDGFB receptor phopshorylation was significantly reduced by doxycycline but downstream AKT and Erk phosphorylation was sustained. Ongoing experiments are being conducted to identify upstream regulators of these signal transducers. (This work was supported in part by the Theodora B. Betz Foundation and the Andy Fund) Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr 398.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2010
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