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  • 1
    Publication Date: 2019
    Description: 〈p〉Most patients with advanced cancer eventually acquire resistance to targeted therapies, spurring extensive efforts to identify molecular events mediating therapy resistance. Many of these events involve 〈i〉synthetic rescue (SR) interac〈/i〉tions, where the reduction in cancer cell viability caused by targeted gene inactivation is rescued by an adaptive alteration of another gene (the 〈i〉rescuer〈/i〉). Here, we perform a genome-wide 〈i〉in silico〈/i〉 prediction of SR rescuer genes by analyzing tumor transcriptomics and survival data of 10,000 TCGA cancer patients. Predicted SR interactions are validated in new experimental screens. We show that SR interactions can successfully predict cancer patients’ response and emerging resistance. Inhibiting predicted rescuer genes sensitizes resistant cancer cells to therapies synergistically, providing initial leads for developing combinatorial approaches to overcome resistance proactively. Finally, we show that the SR analysis of melanoma patients successfully identifies known mediators of resistance to immunotherapy and predicts novel rescuers.〈/p〉
    Electronic ISSN: 1744-4292
    Topics: Biology
    Published by EMBO Press
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  • 2
    Publication Date: 2014-07-22
    Description: Tumour oncogenes include transcription factors that co-opt the general transcriptional machinery to sustain the oncogenic state, but direct pharmacological inhibition of transcription factors has so far proven difficult. However, the transcriptional machinery contains various enzymatic cofactors that can be targeted for the development of new therapeutic candidates, including cyclin-dependent kinases (CDKs). Here we present the discovery and characterization of a covalent CDK7 inhibitor, THZ1, which has the unprecedented ability to target a remote cysteine residue located outside of the canonical kinase domain, providing an unanticipated means of achieving selectivity for CDK7. Cancer cell-line profiling indicates that a subset of cancer cell lines, including human T-cell acute lymphoblastic leukaemia (T-ALL), have exceptional sensitivity to THZ1. Genome-wide analysis in Jurkat T-ALL cells shows that THZ1 disproportionally affects transcription of RUNX1 and suggests that sensitivity to THZ1 may be due to vulnerability conferred by the RUNX1 super-enhancer and the key role of RUNX1 in the core transcriptional regulatory circuitry of these tumour cells. Pharmacological modulation of CDK7 kinase activity may thus provide an approach to identify and treat tumour types that are dependent on transcription for maintenance of the oncogenic state.〈br /〉〈br /〉〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4244910/" target="_blank"〉〈img src="https://static.pubmed.gov/portal/portal3rc.fcgi/4089621/img/3977009" border="0"〉〈/a〉   〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4244910/" target="_blank"〉This paper as free author manuscript - peer-reviewed and accepted for publication〈/a〉〈br /〉〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Kwiatkowski, Nicholas -- Zhang, Tinghu -- Rahl, Peter B -- Abraham, Brian J -- Reddy, Jessica -- Ficarro, Scott B -- Dastur, Anahita -- Amzallag, Arnaud -- Ramaswamy, Sridhar -- Tesar, Bethany -- Jenkins, Catherine E -- Hannett, Nancy M -- McMillin, Douglas -- Sanda, Takaomi -- Sim, Taebo -- Kim, Nam Doo -- Look, Thomas -- Mitsiades, Constantine S -- Weng, Andrew P -- Brown, Jennifer R -- Benes, Cyril H -- Marto, Jarrod A -- Young, Richard A -- Gray, Nathanael S -- CA109901/CA/NCI NIH HHS/ -- CA178860-01/CA/NCI NIH HHS/ -- HG002668/HG/NHGRI NIH HHS/ -- P01 NS047572/NS/NINDS NIH HHS/ -- P01 NS047572-10/NS/NINDS NIH HHS/ -- P30 CA014051/CA/NCI NIH HHS/ -- R01 CA130876/CA/NCI NIH HHS/ -- R01 CA130876-04/CA/NCI NIH HHS/ -- R01 CA179483/CA/NCI NIH HHS/ -- R01 HG002668/HG/NHGRI NIH HHS/ -- R21 CA178860/CA/NCI NIH HHS/ -- T32 GM008042/GM/NIGMS NIH HHS/ -- U54 HG006097/HG/NHGRI NIH HHS/ -- U54 HG006097-02/HG/NHGRI NIH HHS/ -- England -- Nature. 2014 Jul 31;511(7511):616-20. doi: 10.1038/nature13393. Epub 2014 Jun 22.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉1] Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA [2] Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts 02115, USA [3] Whitehead Institute for Biomedical Research, 9 Cambridge Center, Cambridge, Massachusetts 02142, USA [4]. ; 1] Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA [2] Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts 02115, USA [3]. ; Whitehead Institute for Biomedical Research, 9 Cambridge Center, Cambridge, Massachusetts 02142, USA. ; 1] Whitehead Institute for Biomedical Research, 9 Cambridge Center, Cambridge, Massachusetts 02142, USA [2] Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA. ; 1] Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA [2] Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts 02115, USA [3] Blais Proteomics Center, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA. ; Department of Medicine Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, Massachusetts 02129, USA. ; 1] Department of Medicine Massachusetts General Hospital Cancer Center and Harvard Medical School, Charlestown, Massachusetts 02129, USA [2] Broad Institute of MIT and Harvard, 7 Cambridge Center, Cambridge, Massachusetts 02142, USA. ; 1] Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts 02115, USA [2] Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA. ; Terry Fox Laboratory, British Columbia Cancer Agency, Vancouver, British Columbia V5Z 1L3, Canada. ; 1] Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts 02215, USA [2] Cancer Science Institute of Singapore, National University of Singapore, 117599 Singapore. ; Chemical Kinomics Research Center, Korea Institute of Science and Technology, 39-1, Hawolgok-dong, Seongbuk-gu, Seoul 136-791, Korea, and KU-KIST Graduate School of Converging Science and Technology, 145, Anam-ro, Seongbuk-gu, Seoul 136-713, Korea. ; Daegu-Gyeongbuk Medical Innovation Foundation, 2387 dalgubeol-daero, Suseong-gu, Daegu 706-010, Korea. ; 1] Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts 02215, USA [2] Division of Hematology/Oncology, Children's Hospital, Boston, Massachusetts 02115 USA. ; 1] Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA [2] Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts 02115, USA.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/25043025" target="_blank"〉PubMed〈/a〉
    Keywords: Antineoplastic Agents/pharmacology ; Cell Line, Tumor ; Cell Proliferation/drug effects ; Cell Survival/drug effects ; Core Binding Factor Alpha 2 Subunit/metabolism ; Cyclin-Dependent Kinases/antagonists & inhibitors ; Cysteine/metabolism ; Enzyme Inhibitors/*pharmacology ; Gene Expression Regulation, Neoplastic/*drug effects ; Humans ; Jurkat Cells ; Phenylenediamines/*pharmacology ; Phosphorylation/drug effects ; Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/*enzymology ; Pyrimidines/*pharmacology
    Print ISSN: 0028-0836
    Electronic ISSN: 1476-4687
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
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  • 3
    Publication Date: 2014-11-15
    Description: Targeted cancer therapies have produced substantial clinical responses, but most tumors develop resistance to these drugs. Here, we describe a pharmacogenomic platform that facilitates rapid discovery of drug combinations that can overcome resistance. We established cell culture models derived from biopsy samples of lung cancer patients whose disease had progressed while on treatment with epidermal growth factor receptor (EGFR) or anaplastic lymphoma kinase (ALK) tyrosine kinase inhibitors and then subjected these cells to genetic analyses and a pharmacological screen. Multiple effective drug combinations were identified. For example, the combination of ALK and MAPK kinase (MEK) inhibitors was active in an ALK-positive resistant tumor that had developed a MAP2K1 activating mutation, and the combination of EGFR and fibroblast growth factor receptor (FGFR) inhibitors was active in an EGFR mutant resistant cancer with a mutation in FGFR3. Combined ALK and SRC (pp60c-src) inhibition was effective in several ALK-driven patient-derived models, a result not predicted by genetic analysis alone. With further refinements, this strategy could help direct therapeutic choices for individual patients.〈br /〉〈br /〉〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4388482/" target="_blank"〉〈img src="https://static.pubmed.gov/portal/portal3rc.fcgi/4089621/img/3977009" border="0"〉〈/a〉   〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4388482/" target="_blank"〉This paper as free author manuscript - peer-reviewed and accepted for publication〈/a〉〈br /〉〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Crystal, Adam S -- Shaw, Alice T -- Sequist, Lecia V -- Friboulet, Luc -- Niederst, Matthew J -- Lockerman, Elizabeth L -- Frias, Rosa L -- Gainor, Justin F -- Amzallag, Arnaud -- Greninger, Patricia -- Lee, Dana -- Kalsy, Anuj -- Gomez-Caraballo, Maria -- Elamine, Leila -- Howe, Emily -- Hur, Wooyoung -- Lifshits, Eugene -- Robinson, Hayley E -- Katayama, Ryohei -- Faber, Anthony C -- Awad, Mark M -- Ramaswamy, Sridhar -- Mino-Kenudson, Mari -- Iafrate, A John -- Benes, Cyril H -- Engelman, Jeffrey A -- 086357/Wellcome Trust/United Kingdom -- 102696/Wellcome Trust/United Kingdom -- 1U54HG006097-01/HG/NHGRI NIH HHS/ -- P50 CA090578/CA/NCI NIH HHS/ -- P50CA090578/CA/NCI NIH HHS/ -- R01 CA137008/CA/NCI NIH HHS/ -- R01 CA164273/CA/NCI NIH HHS/ -- R01CA137008/CA/NCI NIH HHS/ -- R01CA164273/CA/NCI NIH HHS/ -- U54 HG006097/HG/NHGRI NIH HHS/ -- New York, N.Y. -- Science. 2014 Dec 19;346(6216):1480-6. doi: 10.1126/science.1254721. Epub 2014 Nov 13.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Massachusetts General Hospital Cancer Center, Department of Medicine and Harvard Medical School, Boston, MA 02114, USA. ; Dana-Farber Cancer Institute, Department of Biological Chemistry and Molecular Pharmacology and Harvard Medical School, Boston, MA 02115, USA. Chemical Kinomics Research Center, Korea Institute of Science and Technology, Seoul, 136-791, South Korea. ; Massachusetts General Hospital Cancer Center, Department of Pathology and Harvard Medical School, Boston, MA 02114, USA. ; Massachusetts General Hospital Cancer Center, Department of Medicine and Harvard Medical School, Boston, MA 02114, USA. jengelman@partners.org cbenes@partners.org.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/25394791" target="_blank"〉PubMed〈/a〉
    Keywords: Antineoplastic Combined Chemotherapy Protocols/*therapeutic use ; Carcinoma, Non-Small-Cell Lung/*drug therapy/enzymology/genetics ; DNA Mutational Analysis ; Drug Resistance, Neoplasm/*genetics ; Drug Screening Assays, Antitumor ; Enzyme Activation/genetics ; Humans ; Lung Neoplasms/*drug therapy/enzymology/genetics ; MAP Kinase Kinase 1/genetics/metabolism ; Molecular Targeted Therapy/*methods ; Mutation ; *Patient-Specific Modeling ; Protein Kinase Inhibitors/*therapeutic use ; Proto-Oncogene Proteins pp60(c-src)/antagonists & inhibitors ; Pyrimidines/therapeutic use ; Receptor Protein-Tyrosine Kinases/antagonists & inhibitors ; Receptor, Epidermal Growth Factor/antagonists & inhibitors ; Receptor, Fibroblast Growth Factor, Type 3/antagonists & inhibitors/genetics ; Sulfones/therapeutic use ; Tumor Cells, Cultured
    Print ISSN: 0036-8075
    Electronic ISSN: 1095-9203
    Topics: Biology , Chemistry and Pharmacology , Computer Science , Medicine , Natural Sciences in General , Physics
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  • 4
    Publication Date: 2014-08-15
    Description: dREAM complexes represent the predominant form of E2F/RBF repressor complexes in Drosophila . dREAM associates with thousands of sites in the fly genome but its mechanism of action is unknown. To understand the genomic context in which dREAM acts we examined the distribution and localization of Drosophila E2F and dREAM proteins. Here we report a striking and unexpected overlap between dE2F2/dREAM sites and binding sites for the insulator-binding proteins CP190 and Beaf-32. Genetic assays show that these components functionally co-operate and chromatin immunoprecipitation experiments on mutant animals demonstrate that dE2F2 is important for association of CP190 with chromatin. dE2F2/dREAM binding sites are enriched at divergently transcribed genes, and the majority of genes upregulated by dE2F2 depletion represent the repressed half of a differentially expressed, divergently transcribed pair of genes. Analysis of mutant animals confirms that dREAM and CP190 are similarly required for transcriptional integrity at these gene pairs and suggest that dREAM functions in concert with CP190 to establish boundaries between repressed/activated genes. Consistent with the idea that dREAM co-operates with insulator-binding proteins, genomic regions bound by dREAM possess enhancer-blocking activity that depends on multiple dREAM components. These findings suggest that dREAM functions in the organization of transcriptional domains.
    Print ISSN: 0305-1048
    Electronic ISSN: 1362-4962
    Topics: Biology
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