1
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Offensperger F, Tin G, Duran-Frigola M, Hahn E, Dobner S, Ende CWA, Strohbach JW, Rukavina A, Brennsteiner V, Ogilvie K, Marella N, Kladnik K, Ciuffa R, Majmudar JD, Field SD, Bensimon A, Ferrari L, Ferrada E, Ng A, Zhang Z, Degliesposti G, Boeszoermenyi A, Martens S, Stanton R, Müller AC, Hannich JT, Hepworth D, Superti-Furga G, Kubicek S, Schenone M, Winter GE. Large-scale chemoproteomics expedites ligand discovery and predicts ligand behavior in cells. Science 2024; 384:eadk5864. [PMID: 38662832 DOI: 10.1126/science.adk5864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 03/22/2024] [Indexed: 05/04/2024]
Abstract
Chemical modulation of proteins enables a mechanistic understanding of biology and represents the foundation of most therapeutics. However, despite decades of research, 80% of the human proteome lacks functional ligands. Chemical proteomics has advanced fragment-based ligand discovery toward cellular systems, but throughput limitations have stymied the scalable identification of fragment-protein interactions. We report proteome-wide maps of protein-binding propensity for 407 structurally diverse small-molecule fragments. We verified that identified interactions can be advanced to active chemical probes of E3 ubiquitin ligases, transporters, and kinases. Integrating machine learning binary classifiers further enabled interpretable predictions of fragment behavior in cells. The resulting resource of fragment-protein interactions and predictive models will help to elucidate principles of molecular recognition and expedite ligand discovery efforts for hitherto undrugged proteins.
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Affiliation(s)
- Fabian Offensperger
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - Gary Tin
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - Miquel Duran-Frigola
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
- Ersilia Open Source Initiative, Cambridge CB1 3DE, UK
| | - Elisa Hahn
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - Sarah Dobner
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | | | | | - Andrea Rukavina
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - Vincenth Brennsteiner
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - Kevin Ogilvie
- Medicine Design, Pfizer Worldwide Research and Development, Groton, CT 06340, USA
| | - Nara Marella
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - Katharina Kladnik
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - Rodolfo Ciuffa
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | | | | | - Ariel Bensimon
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - Luca Ferrari
- Max Perutz Labs, Vienna Biocenter Campus (VBC), Vienna Biocenter 5, 1030 Vienna, Austria
- University of Vienna, Max Perutz Labs, Vienna Biocenter 5, 1030 Vienna, Austria
| | - Evandro Ferrada
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - Amanda Ng
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - Zhechun Zhang
- Molecular Informatics, Machine Learning and Computational Sciences, Early Clinical Development, Pfizer, Cambridge, MA 02139, USA
| | - Gianluca Degliesposti
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - Andras Boeszoermenyi
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - Sascha Martens
- Max Perutz Labs, Vienna Biocenter Campus (VBC), Vienna Biocenter 5, 1030 Vienna, Austria
- University of Vienna, Max Perutz Labs, Vienna Biocenter 5, 1030 Vienna, Austria
| | - Robert Stanton
- Molecular Informatics, Machine Learning and Computational Sciences, Early Clinical Development, Pfizer, Cambridge, MA 02139, USA
| | - André C Müller
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | - J Thomas Hannich
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | | | - Giulio Superti-Furga
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
- Center for Physiology and Pharmacology, Medical University of Vienna, 1090 Vienna, Austria
| | - Stefan Kubicek
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
| | | | - Georg E Winter
- CeMM, Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria
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2
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Aydin J, Gabel A, Zielinski S, Ganskih S, Schmidt N, Hartigan C, Schenone M, Carr S, Munschauer M. SHIFTR enables the unbiased identification of proteins bound to specific RNA regions in live cells. Nucleic Acids Res 2024; 52:e26. [PMID: 38281241 PMCID: PMC10954451 DOI: 10.1093/nar/gkae038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 11/29/2023] [Accepted: 01/10/2024] [Indexed: 01/30/2024] Open
Abstract
RNA-protein interactions determine the cellular fate of RNA and are central to regulating gene expression outcomes in health and disease. To date, no method exists that is able to identify proteins that interact with specific regions within endogenous RNAs in live cells. Here, we develop SHIFTR (Selective RNase H-mediated interactome framing for target RNA regions), an efficient and scalable approach to identify proteins bound to selected regions within endogenous RNAs using mass spectrometry. Compared to state-of-the-art techniques, SHIFTR is superior in accuracy, captures minimal background interactions and requires orders of magnitude lower input material. We establish SHIFTR workflows for targeting RNA classes of different length and abundance, including short and long non-coding RNAs, as well as mRNAs and demonstrate that SHIFTR is compatible with sequentially mapping interactomes for multiple target RNAs in a single experiment. Using SHIFTR, we comprehensively identify interactions of cis-regulatory elements located at the 5' and 3'-terminal regions of authentic SARS-CoV-2 RNAs in infected cells and accurately recover known and novel interactions linked to the function of these viral RNA elements. SHIFTR enables the systematic mapping of region-resolved RNA interactomes for any RNA in any cell type and has the potential to revolutionize our understanding of transcriptomes and their regulation.
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Affiliation(s)
- Jens Aydin
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
| | - Alexander Gabel
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
| | - Sebastian Zielinski
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
| | - Sabina Ganskih
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
| | - Nora Schmidt
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
| | | | - Monica Schenone
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Steven A Carr
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Mathias Munschauer
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
- Faculty of Medicine, University of Würzburg, Würzburg, Germany
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3
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Zhu QM, Hsu YHH, Lassen FH, MacDonald BT, Stead S, Malolepsza E, Kim A, Li T, Mizoguchi T, Schenone M, Guzman G, Tanenbaum B, Fornelos N, Carr SA, Gupta RM, Ellinor PT, Lage K. Protein interaction networks in the vasculature prioritize genes and pathways underlying coronary artery disease. Commun Biol 2024; 7:87. [PMID: 38216744 PMCID: PMC10786878 DOI: 10.1038/s42003-023-05705-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 12/13/2023] [Indexed: 01/14/2024] Open
Abstract
Population-based association studies have identified many genetic risk loci for coronary artery disease (CAD), but it is often unclear how genes within these loci are linked to CAD. Here, we perform interaction proteomics for 11 CAD-risk genes to map their protein-protein interactions (PPIs) in human vascular cells and elucidate their roles in CAD. The resulting PPI networks contain interactions that are outside of known biology in the vasculature and are enriched for genes involved in immunity-related and arterial-wall-specific mechanisms. Several PPI networks derived from smooth muscle cells are significantly enriched for genetic variants associated with CAD and related vascular phenotypes. Furthermore, the networks identify 61 genes that are found in genetic loci associated with risk of CAD, prioritizing them as the causal candidates within these loci. These findings indicate that the PPI networks we have generated are a rich resource for guiding future research into the molecular pathogenesis of CAD.
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Affiliation(s)
- Qiuyu Martin Zhu
- Cardiovascular Disease Initiative & Precision Cardiology Laboratory, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Yu-Han H Hsu
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Frederik H Lassen
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Bryan T MacDonald
- Cardiovascular Disease Initiative & Precision Cardiology Laboratory, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Stephanie Stead
- Cardiovascular Disease Initiative & Precision Cardiology Laboratory, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Edyta Malolepsza
- Genomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - April Kim
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Taibo Li
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Taiji Mizoguchi
- Cardiovascular Disease Initiative & Precision Cardiology Laboratory, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Monica Schenone
- Proteomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Gaelen Guzman
- Proteomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Benjamin Tanenbaum
- Proteomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Nadine Fornelos
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Steven A Carr
- Proteomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Rajat M Gupta
- Divisions of Cardiovascular Medicine and Genetics, Brigham and Women's Hospital, Boston, MA, USA
| | - Patrick T Ellinor
- Cardiovascular Disease Initiative & Precision Cardiology Laboratory, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA.
| | - Kasper Lage
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA.
- Institute of Biological Psychiatry, Mental Health Centre Sct. Hans, Mental Health Services Copenhagen, Roskilde, Denmark.
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4
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Nagai TH, Hartigan C, Mizoguchi T, Yu H, Deik A, Bullock K, Wang Y, Cromley D, Schenone M, Cowan CA, Rader DJ, Clish CB, Carr SA, Xu YX. Chromatin regulator SMARCAL1 modulates cellular lipid metabolism. Commun Biol 2023; 6:1298. [PMID: 38129665 PMCID: PMC10739977 DOI: 10.1038/s42003-023-05665-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 12/04/2023] [Indexed: 12/23/2023] Open
Abstract
Biallelic mutations of the chromatin regulator SMARCAL1 cause Schimke Immunoosseous Dysplasia (SIOD), characterized by severe growth defects and premature mortality. Atherosclerosis and hyperlipidemia are common among SIOD patients, yet their onset and progression are poorly understood. Using an integrative approach involving proteomics, mouse models, and population genetics, we investigated SMARCAL1's role. We found that SmarcAL1 interacts with angiopoietin-like 3 (Angptl3), a key regulator of lipoprotein metabolism. In vitro and in vivo analyses demonstrate SmarcAL1's vital role in maintaining cellular lipid homeostasis. The observed translocation of SmarcAL1 to cytoplasmic peroxisomes suggests a potential regulatory role in lipid metabolism through gene expression. SmarcAL1 gene inactivation reduces the expression of key genes in cellular lipid catabolism. Population genetics investigations highlight significant associations between SMARCAL1 genetic variations and body mass index, along with lipid-related traits. This study underscores SMARCAL1's pivotal role in cellular lipid metabolism, likely contributing to the observed lipid phenotypes in SIOD patients.
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Affiliation(s)
- Taylor Hanta Nagai
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
| | | | - Taiji Mizoguchi
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Haojie Yu
- Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, 02215, USA
| | - Amy Deik
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Kevin Bullock
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Yanyan Wang
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Debra Cromley
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Monica Schenone
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Chad A Cowan
- Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, 02215, USA
| | - Daniel J Rader
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Institute for Translational Medicine and Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Clary B Clish
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Steven A Carr
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Yu-Xin Xu
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA.
- Department of Medicine, Harvard Medical School, Boston, MA, 02115, USA.
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5
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Conole D, Cao F, Am Ende CW, Xue L, Kantesaria S, Kang D, Jin J, Owen D, Lohr L, Schenone M, Majmudar JD, Tate EW. Discovery of a Potent Deubiquitinase (DUB) Small-Molecule Activity-Based Probe Enables Broad Spectrum DUB Activity Profiling in Living Cells. Angew Chem Int Ed Engl 2023; 62:e202311190. [PMID: 37779326 DOI: 10.1002/anie.202311190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 09/21/2023] [Accepted: 09/25/2023] [Indexed: 10/03/2023]
Abstract
Deubiquitinases (DUBs) are a family of >100 proteases that hydrolyze isopeptide bonds linking ubiquitin to protein substrates, often leading to reduced substrate degradation through the ubiquitin proteasome system. Deregulation of DUB activity has been implicated in many diseases, including cancer, neurodegeneration and auto-inflammation, and several have been recognized as attractive targets for therapeutic intervention. Ubiquitin-derived covalent activity-based probes (ABPs) provide a powerful tool for DUB activity profiling, but their large recognition element impedes cellular permeability and presents an unmet need for small molecule ABPs which can account for regulation of DUB activity in intact cells or organisms. Here, through comprehensive chemoproteomic warhead profiling, we identify cyanopyrrolidine (CNPy) probe IMP-2373 (12) as a small molecule pan-DUB ABP to monitor DUB activity in physiologically relevant live cells. Through proteomics and targeted assays, we demonstrate that IMP-2373 quantitatively engages more than 35 DUBs across a range of non-toxic concentrations in diverse cell lines. We further demonstrate its application to quantification of changes in intracellular DUB activity during pharmacological inhibition and during MYC deregulation in a model of B cell lymphoma. IMP-2373 thus offers a complementary tool to ubiquitin ABPs to monitor dynamic DUB activity in the context of disease-relevant phenotypes.
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Affiliation(s)
- Daniel Conole
- Department of Chemistry, Molecular Sciences Research Hub, Imperial College London, 82 Wood Lane, London, W12 0BZ, United Kingdom
- Present address: Auckland Cancer Society Research Centre, Faculty of Medical and Health Sciences, University of Auckland, 85 Park Road, Grafton, Auckland, 1023, New Zealand
| | - Fangyuan Cao
- Department of Chemistry, Molecular Sciences Research Hub, Imperial College London, 82 Wood Lane, London, W12 0BZ, United Kingdom
| | - Christopher W Am Ende
- Pfizer Worldwide Research and Development, Pfizer Inc., Eastern Point Road, Groton, Connecticut, 06340, USA
| | - Liang Xue
- Pfizer Worldwide Research and Development, Pfizer Inc., 1 Portland Street, Cambridge, Massachusetts, 2139, USA
| | - Sheila Kantesaria
- Pfizer Worldwide Research and Development, Pfizer Inc., Eastern Point Road, Groton, Connecticut, 06340, USA
| | - Dahye Kang
- Pfizer Worldwide Research and Development, Pfizer Inc., 1 Portland Street, Cambridge, Massachusetts, 2139, USA
| | - Jun Jin
- BioDuro, No.233 North FuTe Rd., WaiGaoQiao Free Trade Zone, Shanghai, 200131, P.R. China
| | - Dafydd Owen
- Pfizer Worldwide Research and Development, Pfizer Inc., 1 Portland Street, Cambridge, Massachusetts, 2139, USA
| | - Linda Lohr
- Pfizer Worldwide Research and Development, Pfizer Inc., Eastern Point Road, Groton, Connecticut, 06340, USA
| | - Monica Schenone
- Pfizer Worldwide Research and Development, Pfizer Inc., 1 Portland Street, Cambridge, Massachusetts, 2139, USA
| | - Jaimeen D Majmudar
- Pfizer Worldwide Research and Development, Pfizer Inc., 1 Portland Street, Cambridge, Massachusetts, 2139, USA
| | - Edward W Tate
- Department of Chemistry, Molecular Sciences Research Hub, Imperial College London, 82 Wood Lane, London, W12 0BZ, United Kingdom
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6
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Xu J, Kong L, Oliver BA, Li B, Creasey EA, Guzman G, Schenone M, Carey KL, Carr SA, Graham DB, Deguine J, Xavier RJ. Constitutively active autophagy in macrophages dampens inflammation through metabolic and post-transcriptional regulation of cytokine production. Cell Rep 2023; 42:112708. [PMID: 37392388 PMCID: PMC10503440 DOI: 10.1016/j.celrep.2023.112708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 02/24/2023] [Accepted: 06/13/2023] [Indexed: 07/03/2023] Open
Abstract
Autophagy is an essential cellular process that is deeply integrated with innate immune signaling; however, studies that examine the impact of autophagic modulation in the context of inflammatory conditions are lacking. Here, using mice with a constitutively active variant of the autophagy gene Beclin1, we show that increased autophagy dampens cytokine production during a model of macrophage activation syndrome and in adherent-invasive Escherichia coli (AIEC) infection. Moreover, loss of functional autophagy through conditional deletion of Beclin1 in myeloid cells significantly enhances innate immunity in these contexts. We further analyzed primary macrophages from these animals with a combination of transcriptomics and proteomics to identify mechanistic targets downstream of autophagy. Our study reveals glutamine/glutathione metabolism and the RNF128/TBK1 axis as independent regulators of inflammation. Altogether, our work highlights increased autophagic flux as a potential approach to reduce inflammation and defines independent mechanistic cascades involved in this control.
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Affiliation(s)
- Jinjin Xu
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Center for Computational and Integrative Biology, Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Lingjia Kong
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Center for Computational and Integrative Biology, Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Blayne A Oliver
- Center for Computational and Integrative Biology, Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Bihua Li
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Center for Computational and Integrative Biology, Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Elizabeth A Creasey
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Center for Computational and Integrative Biology, Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Gaelen Guzman
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Monica Schenone
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | | | - Steven A Carr
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Daniel B Graham
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Center for Computational and Integrative Biology, Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Jacques Deguine
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Ramnik J Xavier
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Center for Computational and Integrative Biology, Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA.
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7
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Hsu YHH, Pintacuda G, Liu R, Nacu E, Kim A, Tsafou K, Petrossian N, Crotty W, Suh JM, Riseman J, Martin JM, Biagini JC, Mena D, Ching JK, Malolepsza E, Li T, Singh T, Ge T, Egri SB, Tanenbaum B, Stanclift CR, Apffel AM, Carr SA, Schenone M, Jaffe J, Fornelos N, Huang H, Eggan KC, Lage K. Using brain cell-type-specific protein interactomes to interpret neurodevelopmental genetic signals in schizophrenia. iScience 2023; 26:106701. [PMID: 37207277 PMCID: PMC10189495 DOI: 10.1016/j.isci.2023.106701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 03/27/2023] [Accepted: 04/14/2023] [Indexed: 05/21/2023] Open
Abstract
Genetics have nominated many schizophrenia risk genes and identified convergent signals between schizophrenia and neurodevelopmental disorders. However, functional interpretation of the nominated genes in the relevant brain cell types is often lacking. We executed interaction proteomics for six schizophrenia risk genes that have also been implicated in neurodevelopment in human induced cortical neurons. The resulting protein network is enriched for common variant risk of schizophrenia in Europeans and East Asians, is down-regulated in layer 5/6 cortical neurons of individuals affected by schizophrenia, and can complement fine-mapping and eQTL data to prioritize additional genes in GWAS loci. A sub-network centered on HCN1 is enriched for common variant risk and contains proteins (HCN4 and AKAP11) enriched for rare protein-truncating mutations in individuals with schizophrenia and bipolar disorder. Our findings showcase brain cell-type-specific interactomes as an organizing framework to facilitate interpretation of genetic and transcriptomic data in schizophrenia and its related disorders.
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Affiliation(s)
- Yu-Han H. Hsu
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Department of Surgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Greta Pintacuda
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Harvard Stem Cell Institute and Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA
| | - Ruize Liu
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Eugeniu Nacu
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Harvard Stem Cell Institute and Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA
| | - April Kim
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Department of Computer Science, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Kalliopi Tsafou
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Natalie Petrossian
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - William Crotty
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Jung Min Suh
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Jackson Riseman
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Jacqueline M. Martin
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Julia C. Biagini
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Daya Mena
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Joshua K.T. Ching
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Edyta Malolepsza
- Genomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Taibo Li
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Tarjinder Singh
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Tian Ge
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Shawn B. Egri
- Proteomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Benjamin Tanenbaum
- Proteomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | | | - Annie M. Apffel
- Proteomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Steven A. Carr
- Proteomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Monica Schenone
- Proteomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Jake Jaffe
- Proteomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Nadine Fornelos
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Department of Surgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Hailiang Huang
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Kevin C. Eggan
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Harvard Stem Cell Institute and Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA
| | - Kasper Lage
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Department of Surgery, Massachusetts General Hospital, Boston, MA 02114, USA
- Institute of Biological Psychiatry, Mental Health Centre Sct. Hans, Mental Health Services Copenhagen, 4000 Roskilde, Denmark
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8
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Gradl S, Lee S, Lange M, Wu X, Goldoni S, Lewis T, Kopitz C, Garvie C, Lienau P, Hoyt S, Seidel H, Kaulfuss S, Ellermann M, de Waal L, Tersteegen A, Golfier S, Suelzle D, Hegele-Hartung C, Carr J, Brookfield F, Bruening M, Berthold M, Jourdan T, Schenone M, Gao G, McGaunn J, Wengner A, Aquilanti E, Siegel F, Garrido M, Walter A, Genvresse I, Cherniack A, Schreiber S, Eis K, Eheim A, Meyerson M, Greulich H. Abstract ND04: BAY 2666605: The first PDE3A-SLFN12 complex inducer for cancer therapy. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-nd04] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Velcrin compounds are a class of small molecules that induce complex formation between PDE3A and SLFN12, killing cancer cells that express elevated levels of these two proteins by a mechanism independent of PDE3A enzymatic inhibition. Instead, PDE3A binding stimulates the RNase activity of SLFN12, resulting in cleavage of the specific SLFN12 substrate, tRNA-Leu-TAA. Cleavage of tRNA-Leu-TAA in turn causes ribosomal pausing, inhibition of protein synthesis, and cancer cell death. Unlike traditional targeted therapies that leverage dependencies created in cancer cells by genomic alterations, velcrins instead kill cancer cells by a gain-of-function mechanism dependent on the RNase activity of SLFN12.
In a collaboration between the Broad Institute and Bayer Pharmaceuticals, we developed the first velcrin, BAY 2666605, to enter Phase I clinical trials. BAY 2666605 is active in cell line and patient-derived xenografts of several tumor types, specifically where elevated levels of the two biomarkers, PDE3A and SLFN12, are expressed. Biomarker-positive tumors are especially enriched among melanomas, and we have consistently observed tumor regression in biomarker-positive melanoma tumor models in vivo. BAY 2666605 furthermore shows drug-like properties, excellent brain penetration, increased stimulation of SLFN12 RNase activity, and reduced inhibition of PDE3A enzymatic activity compared with most other velcrins and approved PDE3A inhibitors. BAY 2666605 has recently entered a First-in-Human study (NCT04809805) in patients with advanced solid tumors that co-express PDE3A and SLFN12, including melanoma, ovarian cancer, and sarcoma.
Citation Format: Stefan Gradl, Sooncheol Lee, Martin Lange, Xiaoyun Wu, Silvia Goldoni, Timothy Lewis, Charlotte Kopitz, Colin Garvie, Philip Lienau, Stephanie Hoyt, Henrik Seidel, Stephan Kaulfuss, Manuel Ellermann, Luc de Waal, Adrian Tersteegen, Sven Golfier, Detlev Suelzle, Christa Hegele-Hartung, James Carr, Frederick Brookfield, Michael Bruening, Melanie Berthold, Thibaud Jourdan, Monica Schenone, Galen Gao, Joseph McGaunn, Antje Wengner, Elisa Aquilanti, Franziska Siegel, Marine Garrido, Annette Walter, Isabelle Genvresse, Andrew Cherniack, Stuart Schreiber, Knut Eis, Ashley Eheim, Matthew Meyerson, Heidi Greulich. BAY 2666605: The first PDE3A-SLFN12 complex inducer for cancer therapy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr ND04.
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Affiliation(s)
| | | | - Martin Lange
- 3Bayer Pharma AG and Nuvisan ICB GmbH, Berlin, Germany
| | | | | | | | | | | | | | | | | | | | | | | | | | - Sven Golfier
- 3Bayer Pharma AG and Nuvisan ICB GmbH, Berlin, Germany
| | | | | | | | | | | | | | | | | | - Galen Gao
- 2The Broad Institute Inc, Cambridge, MA
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9
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Vincent F, Nueda A, Lee J, Schenone M, Prunotto M, Mercola M. Publisher Correction: Phenotypic drug discovery: recent successes, lessons learned and new directions. Nat Rev Drug Discov 2022; 21:541. [PMID: 35688887 DOI: 10.1038/s41573-022-00503-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Fabien Vincent
- Discovery Sciences, Worldwide Research, Development and Medical, Pfizer, Groton, CT, USA.
| | - Arsenio Nueda
- Department of Biology, Almirall Research & Development, Barcelona, Spain
| | | | - Monica Schenone
- Medicine Design, Worldwide Research, Development and Medical, Pfizer, Cambridge, MA, USA
| | - Marco Prunotto
- Technology and Translational Research, Roche, Basel, Switzerland.,School of Pharmaceutical Sciences, Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland
| | - Mark Mercola
- Department of Medicine, Stanford University, Palo Alto, CA, USA
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10
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Schaefer EJ, Wang HC, Karp HQ, Meyer CA, Cejas P, Gearhart MD, Adelman ER, Fares I, Apffel A, Lim K, Xie Y, Gibson CJ, Schenone M, Murdock HM, Wang ES, Gondek LP, Carroll MP, Vedula RS, Winer ES, Garcia JS, Stone RM, Luskin MR, Carr SA, Long HW, Bardwell VJ, Figueroa ME, Lindsley RC. BCOR and BCORL1 Mutations Drive Epigenetic Reprogramming and Oncogenic Signaling by Unlinking PRC1.1 from Target Genes. Blood Cancer Discov 2022; 3:116-135. [PMID: 35015684 PMCID: PMC9414116 DOI: 10.1158/2643-3230.bcd-21-0115] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Revised: 11/06/2021] [Accepted: 12/10/2021] [Indexed: 02/02/2023] Open
Abstract
Polycomb repressive epigenetic complexes are recurrently dysregulated in cancer. Unlike polycomb repressive complex 2 (PRC2), the role of PRC1 in oncogenesis and therapy resistance is not well-defined. Here, we demonstrate that highly recurrent mutations of the PRC1 subunits BCOR and BCORL1 in leukemia disrupt assembly of a noncanonical PRC1.1 complex, thereby selectively unlinking the RING-PCGF enzymatic core from the chromatin-targeting auxiliary subcomplex. As a result, BCOR-mutated PRC1.1 is localized to chromatin but lacks repressive activity, leading to epigenetic reprogramming and transcriptional activation at target loci. We define a set of functional targets that drive aberrant oncogenic signaling programs in PRC1.1-mutated cells and primary patient samples. Activation of these PRC1.1 targets in BCOR-mutated cells confers acquired resistance to treatment while sensitizing to targeted kinase inhibition. Our study thus reveals a novel epigenetic mechanism that explains PRC1.1 tumor-suppressive activity and identifies a therapeutic strategy in PRC1.1-mutated cancer. SIGNIFICANCE We demonstrate that BCOR and BCORL1 mutations in leukemia unlink PRC1.1 repressive function from target genes, resulting in epigenetic reprogramming and activation of aberrant cell signaling programs that mediate treatment resistance. Our study provides mechanistic insights into the pathogenesis of PRC1.1-mutated leukemia that inform novel therapeutic approaches. This article is highlighted in the In This Issue feature, p. 85.
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Affiliation(s)
- Eva J. Schaefer
- Department of Medical Oncology, Division of Hematologic Neoplasia, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Helen C. Wang
- Department of Medical Oncology, Division of Hematologic Neoplasia, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Hannah Q. Karp
- Department of Medical Oncology, Division of Hematologic Neoplasia, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Clifford A. Meyer
- Department of Data Science, Dana-Farber Cancer Institute, and Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Paloma Cejas
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Micah D. Gearhart
- Developmental Biology Center, Masonic Cancer Center, and Department of Genetics, Cell Biology, and Development, University of Minnesota, Minneapolis, Minnesota
| | - Emmalee R. Adelman
- Sylvester Comprehensive Cancer Center, Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, Florida.,Department of Biochemistry and Molecular Biology, University of Miami, Miller School of Medicine, Miami, Florida
| | - Iman Fares
- Department of Medical Oncology, Division of Hematologic Neoplasia, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Annie Apffel
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Klothilda Lim
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Yingtian Xie
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Christopher J. Gibson
- Department of Medical Oncology, Division of Hematologic Neoplasia, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Monica Schenone
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - H. Moses Murdock
- Department of Medical Oncology, Division of Hematologic Neoplasia, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Eunice S. Wang
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Lukasz P. Gondek
- Division of Molecular Pathology, Department of Pathology, Johns Hopkins University, Baltimore, Maryland
| | - Martin P. Carroll
- Department of Medicine, Perelman Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Rahul S. Vedula
- Department of Medical Oncology, Division of Hematologic Neoplasia, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Eric S. Winer
- Department of Medical Oncology, Division of Hematologic Neoplasia, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jacqueline S. Garcia
- Department of Medical Oncology, Division of Hematologic Neoplasia, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Richard M. Stone
- Department of Medical Oncology, Division of Hematologic Neoplasia, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Marlise R. Luskin
- Department of Medical Oncology, Division of Hematologic Neoplasia, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Steven A. Carr
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Henry W. Long
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Vivian J. Bardwell
- Developmental Biology Center, Masonic Cancer Center, and Department of Genetics, Cell Biology, and Development, University of Minnesota, Minneapolis, Minnesota
| | - Maria E. Figueroa
- Sylvester Comprehensive Cancer Center, Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, Florida
| | - R. Coleman Lindsley
- Department of Medical Oncology, Division of Hematologic Neoplasia, Dana-Farber Cancer Institute, Boston, Massachusetts.,Corresponding Author: R. Coleman Lindsley, Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215. Phone: 617-632-6649; E-mail:
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11
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Beauchamp EM, Leventhal M, Bernard E, Hoppe ER, Todisco G, Creignou M, Gallì A, Castellano CA, McConkey M, Tarun A, Wong W, Schenone M, Stanclift C, Tanenbaum B, Malolepsza E, Nilsson B, Bick AG, Weinstock JS, Miller M, Niroula A, Dunford A, Taylor-Weiner A, Wood T, Barbera A, Anand S, Psaty BM, Desai P, Cho MH, Johnson AD, Loos R, MacArthur DG, Lek M, Neuberg DS, Lage K, Carr SA, Hellstrom-Lindberg E, Malcovati L, Papaemmanuil E, Stewart C, Getz G, Bradley RK, Jaiswal S, Ebert BL. ZBTB33 is mutated in clonal hematopoiesis and myelodysplastic syndromes and impacts RNA splicing. Blood Cancer Discov 2021; 2:500-517. [PMID: 34568833 DOI: 10.1158/2643-3230.bcd-20-0224] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Clonal hematopoiesis results from somatic mutations in cancer driver genes in hematopoietic stem cells. We sought to identify novel drivers of clonal expansion using an unbiased analysis of sequencing data from 84,683 persons and identified common mutations in the 5-methylcytosine reader, ZBTB33, as well as in YLPM1, SRCAP, and ZNF318. We also identified these mutations at low frequency in myelodysplastic syndrome patients. Zbtb33 edited mouse hematopoietic stem and progenitor cells exhibited a competitive advantage in vivo and increased genome-wide intron retention. ZBTB33 mutations potentially link DNA methylation and RNA splicing, the two most commonly mutated pathways in clonal hematopoiesis and MDS.
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Affiliation(s)
- Ellen M Beauchamp
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Matthew Leventhal
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Elsa Bernard
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Emma R Hoppe
- Computational Biology Program, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Gabriele Todisco
- Department of Molecular Medicine, University of Pavia, and Department of Hematology Oncology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.,Center for Hematology and Regenerative Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Maria Creignou
- Center for Hematology and Regenerative Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Anna Gallì
- Department of Molecular Medicine, University of Pavia, and Department of Hematology Oncology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Cecilia A Castellano
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Marie McConkey
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Akansha Tarun
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Waihay Wong
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Monica Schenone
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Caroline Stanclift
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Benjamin Tanenbaum
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Edyta Malolepsza
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Björn Nilsson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA.,Department of Laboratory Medicine, Lund University, 221 84, Sweden
| | - Alexander G Bick
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA.,Cardiovascular Research Center, Massachusetts General Hospital, Boston MA, USA.,Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Joshua S Weinstock
- Center for Statistical Genetics, Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Mendy Miller
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Abhishek Niroula
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Andrew Dunford
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Amaro Taylor-Weiner
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Timothy Wood
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Alex Barbera
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Shankara Anand
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Bruce M Psaty
- Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services, University of Washington, Seattle, WA, USA.,Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Pinkal Desai
- Division of Hematology & Oncology, Weill Cornell Medical College, New York, NY, USA
| | - Michael H Cho
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA.,Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Andrew D Johnson
- National Heart, Lung, and Blood Institute Center for Population Studies, The Framingham Heart Study, Framingham, MA, USA
| | - Ruth Loos
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Daniel G MacArthur
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA.,Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA.,Centre for Population Genomics, Garvan Institute of Medical Research, and UNSW Sydney, Sydney, Australia.,Centre for Population Genomics, Murdoch Children's Research Institute, Melbourne, Australia
| | - Monkol Lek
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA.,Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA.,Department of Genetics, Yale School of Medicine, New Haven, CT, USA
| | | | - Donna S Neuberg
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kasper Lage
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA.,Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Steven A Carr
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Eva Hellstrom-Lindberg
- Center for Hematology and Regenerative Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Luca Malcovati
- Department of Molecular Medicine, University of Pavia, and Department of Hematology Oncology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Elli Papaemmanuil
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Chip Stewart
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA
| | - Gad Getz
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA.,Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA.,Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Robert K Bradley
- Computational Biology Program, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Siddhartha Jaiswal
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Benjamin L Ebert
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA.,Howard Hughes Medical Institute, Dana-Farber Cancer Institute, Boston, MA, USA
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12
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Roux B, Vaganay C, Vargas JD, Alexe G, Benaksas C, Pardieu B, Fenouille N, Ellegast JM, Malolepsza E, Ling F, Sodaro G, Ross L, Pikman Y, Conway AS, Tang Y, Wu T, Anderson DJ, Le Moigne R, Zhou HJ, Luciano F, Hartigan CR, Galinsky I, DeAngelo DJ, Stone RM, Auberger P, Schenone M, Carr SA, Guirouilh-Barbat J, Lopez B, Khaled M, Lage K, Hermine O, Hemann MT, Puissant A, Stegmaier K, Benajiba L. Targeting acute myeloid leukemia dependency on VCP-mediated DNA repair through a selective second-generation small-molecule inhibitor. Sci Transl Med 2021; 13:13/587/eabg1168. [PMID: 33790022 DOI: 10.1126/scitranslmed.abg1168] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Accepted: 03/12/2021] [Indexed: 12/13/2022]
Abstract
The development and survival of cancer cells require adaptive mechanisms to stress. Such adaptations can confer intrinsic vulnerabilities, enabling the selective targeting of cancer cells. Through a pooled in vivo short hairpin RNA (shRNA) screen, we identified the adenosine triphosphatase associated with diverse cellular activities (AAA-ATPase) valosin-containing protein (VCP) as a top stress-related vulnerability in acute myeloid leukemia (AML). We established that AML was the most responsive disease to chemical inhibition of VCP across a panel of 16 cancer types. The sensitivity to VCP inhibition of human AML cell lines, primary patient samples, and syngeneic and xenograft mouse models of AML was validated using VCP-directed shRNAs, overexpression of a dominant-negative VCP mutant, and chemical inhibition. By combining mass spectrometry-based analysis of the VCP interactome and phospho-signaling studies, we determined that VCP is important for ataxia telangiectasia mutated (ATM) kinase activation and subsequent DNA repair through homologous recombination in AML. A second-generation VCP inhibitor, CB-5339, was then developed and characterized. Efficacy and safety of CB-5339 were validated in multiple AML models, including syngeneic and patient-derived xenograft murine models. We further demonstrated that combining DNA-damaging agents, such as anthracyclines, with CB-5339 treatment synergizes to impair leukemic growth in an MLL-AF9-driven AML murine model. These studies support the clinical testing of CB-5339 as a single agent or in combination with standard-of-care DNA-damaging chemotherapy for the treatment of AML.
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Affiliation(s)
- Blandine Roux
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | - Camille Vaganay
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | | | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Chaima Benaksas
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | - Bryann Pardieu
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | - Nina Fenouille
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | - Jana M Ellegast
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Edyta Malolepsza
- Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Frank Ling
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | - Gaetano Sodaro
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | - Linda Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Yana Pikman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Amy S Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | | | - Tony Wu
- Cleave Therapeutics Inc., San Francisco, CA 94105, USA
| | | | | | - Han-Jie Zhou
- Cleave Therapeutics Inc., San Francisco, CA 94105, USA
| | | | - Christina R Hartigan
- Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Ilene Galinsky
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Daniel J DeAngelo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Richard M Stone
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Patrick Auberger
- C3M, INSERM U1065, Team Cell Death, Differentiation, Inflammation and Cancer, 06204 Nice, France
| | - Monica Schenone
- Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Steven A Carr
- Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Josée Guirouilh-Barbat
- Université de Paris, INSERM U1016 and CNRS UMR 8104, Institut Cochin, 75014 Paris, France
| | - Bernard Lopez
- Université de Paris, INSERM U1016 and CNRS UMR 8104, Institut Cochin, 75014 Paris, France
| | - Mehdi Khaled
- INSERM U1186, Gustave-Roussy Cancer Center, Université Paris-Saclay, 94805 Villejuif, France
| | - Kasper Lage
- Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Olivier Hermine
- Université de Paris, INSERM U1163 and CNRS 8254, Institut Imagine, Hôpital Necker, APHP, 75015 Paris, France
| | - Michael T Hemann
- Koch Institute for Integrative Cancer Research at Massachusetts Institute of Technology, Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Alexandre Puissant
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France.
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA. .,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Lina Benajiba
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France.
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13
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Adane B, Alexe G, Seong BKA, Lu D, Hwang EE, Hnisz D, Lareau CA, Ross L, Lin S, Dela Cruz FS, Richardson M, Weintraub AS, Wang S, Iniguez AB, Dharia NV, Conway AS, Robichaud AL, Tanenbaum B, Krill-Burger JM, Vazquez F, Schenone M, Berman JN, Kung AL, Carr SA, Aryee MJ, Young RA, Crompton BD, Stegmaier K. STAG2 loss rewires oncogenic and developmental programs to promote metastasis in Ewing sarcoma. Cancer Cell 2021; 39:827-844.e10. [PMID: 34129824 PMCID: PMC8378827 DOI: 10.1016/j.ccell.2021.05.007] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 01/28/2021] [Accepted: 05/13/2021] [Indexed: 02/08/2023]
Abstract
The core cohesin subunit STAG2 is recurrently mutated in Ewing sarcoma but its biological role is less clear. Here, we demonstrate that cohesin complexes containing STAG2 occupy enhancer and polycomb repressive complex (PRC2)-marked regulatory regions. Genetic suppression of STAG2 leads to a compensatory increase in cohesin-STAG1 complexes, but not in enhancer-rich regions, and results in reprogramming of cis-chromatin interactions. Strikingly, in STAG2 knockout cells the oncogenic genetic program driven by the fusion transcription factor EWS/FLI1 was highly perturbed, in part due to altered enhancer-promoter contacts. Moreover, loss of STAG2 also disrupted PRC2-mediated regulation of gene expression. Combined, these transcriptional changes converged to modulate EWS/FLI1, migratory, and neurodevelopmental programs. Finally, consistent with clinical observations, functional studies revealed that loss of STAG2 enhances the metastatic potential of Ewing sarcoma xenografts. Our findings demonstrate that STAG2 mutations can alter chromatin architecture and transcriptional programs to promote an aggressive cancer phenotype.
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Affiliation(s)
- Biniam Adane
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Gabriela Alexe
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA; Bioinformatics Graduate Program, Boston University, Boston, MA, USA
| | - Bo Kyung A Seong
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Diana Lu
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Elizabeth E Hwang
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Denes Hnisz
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Caleb A Lareau
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Linda Ross
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Shan Lin
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Abraham S Weintraub
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Sarah Wang
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | | | - Neekesh V Dharia
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Amy Saur Conway
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Amanda L Robichaud
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | | | | | | | | | - Jason N Berman
- Department of Pediatrics and Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, Canada; Children's Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Steven A Carr
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Martin J Aryee
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Department of Pathology, Massachusetts General Hospital, Charlestown, MA, USA
| | - Richard A Young
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Brian D Crompton
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA.
| | - Kimberly Stegmaier
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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14
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Tothova Z, Valton AL, Gorelov RA, Vallurupalli M, Krill-Burger JM, Holmes A, Landers CC, Haydu JE, Malolepsza E, Hartigan C, Donahue M, Popova KD, Koochaki S, Venev SV, Rivera J, Chen E, Lage K, Schenone M, D’Andrea AD, Carr SA, Morgan EA, Dekker J, Ebert BL. Cohesin mutations alter DNA damage repair and chromatin structure and create therapeutic vulnerabilities in MDS/AML. JCI Insight 2021; 6:142149. [PMID: 33351783 PMCID: PMC7934867 DOI: 10.1172/jci.insight.142149] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 12/16/2020] [Indexed: 12/26/2022] Open
Abstract
The cohesin complex plays an essential role in chromosome maintenance and transcriptional regulation. Recurrent somatic mutations in the cohesin complex are frequent genetic drivers in cancer, including myelodysplastic syndromes (MDS) and acute myeloid leukemia (AML). Here, using genetic dependency screens of stromal antigen 2-mutant (STAG2-mutant) AML, we identified DNA damage repair and replication as genetic dependencies in cohesin-mutant cells. We demonstrated increased levels of DNA damage and sensitivity of cohesin-mutant cells to poly(ADP-ribose) polymerase (PARP) inhibition. We developed a mouse model of MDS in which Stag2 mutations arose as clonal secondary lesions in the background of clonal hematopoiesis driven by tet methylcytosine dioxygenase 2 (Tet2) mutations and demonstrated selective depletion of cohesin-mutant cells with PARP inhibition in vivo. Finally, we demonstrated a shift from STAG2- to STAG1-containing cohesin complexes in cohesin-mutant cells, which was associated with longer DNA loop extrusion, more intermixing of chromatin compartments, and increased interaction with PARP and replication protein A complex. Our findings inform the biology and therapeutic opportunities for cohesin-mutant malignancies.
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MESH Headings
- Animals
- Cell Cycle Proteins/genetics
- Cell Cycle Proteins/metabolism
- Cell Line, Tumor
- Chromatin/genetics
- Chromatin/metabolism
- Chromosomal Proteins, Non-Histone/genetics
- Chromosomal Proteins, Non-Histone/metabolism
- DNA Damage
- DNA Repair/genetics
- Disease Models, Animal
- Female
- Humans
- K562 Cells
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/metabolism
- Male
- Mice
- Mice, Inbred C57BL
- Mice, Inbred NOD
- Mice, Mutant Strains
- Mice, SCID
- Mice, Transgenic
- Mutation
- Myelodysplastic Syndromes/drug therapy
- Myelodysplastic Syndromes/genetics
- Myelodysplastic Syndromes/metabolism
- Nuclear Proteins/genetics
- Phthalazines/pharmacology
- Poly(ADP-ribose) Polymerase Inhibitors/pharmacology
- U937 Cells
- Xenograft Model Antitumor Assays
- Cohesins
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Affiliation(s)
- Zuzana Tothova
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Cancer Program, Broad Institute, Cambridge, Massachusetts, USA
| | - Anne-Laure Valton
- Program in Systems Biology, Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | | | - Mounica Vallurupalli
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Cancer Program, Broad Institute, Cambridge, Massachusetts, USA
| | | | - Amie Holmes
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | | | - J. Erika Haydu
- Cancer Program, Broad Institute, Cambridge, Massachusetts, USA
| | | | | | - Melanie Donahue
- Cancer Program, Broad Institute, Cambridge, Massachusetts, USA
| | | | - Sebastian Koochaki
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Sergey V. Venev
- Program in Systems Biology, Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Jeanne Rivera
- Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom
| | - Edwin Chen
- Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom
| | - Kasper Lage
- Cancer Program, Broad Institute, Cambridge, Massachusetts, USA
| | - Monica Schenone
- Cancer Program, Broad Institute, Cambridge, Massachusetts, USA
| | - Alan D. D’Andrea
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Steven A. Carr
- Cancer Program, Broad Institute, Cambridge, Massachusetts, USA
| | - Elizabeth A. Morgan
- Department of Pathology, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Job Dekker
- Program in Systems Biology, Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland, USA
| | - Benjamin L. Ebert
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Cancer Program, Broad Institute, Cambridge, Massachusetts, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland, USA
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15
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Xu YX, Stanclift C, Nagai TH, Yu H, Vellarikkal SK, Deik A, Bullock K, Schenone M, Cowan C, Clish CB, Carr S, Kathiresan S. Interactomics Analyses of Wild-Type and Mutant A1CF Reveal Diverged Functions in Regulating Cellular Lipid Metabolism. J Proteome Res 2020; 19:3968-3980. [PMID: 32786677 DOI: 10.1021/acs.jproteome.0c00235] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Population genetic studies highlight a missense variant (G398S) of A1CF that is strongly associated with higher levels of blood triglycerides (TGs) and total cholesterol (TC). Functional analyses suggest that the mutation accelerates the secretion of very low-density lipoprotein (VLDL) from the liver by an unknown mechanism. Here, we used multiomics approaches to interrogate the functional difference between the WT and mutant A1CF. Using metabolomics analyses, we captured the cellular lipid metabolite changes induced by transient expression of the proteins, confirming that the mutant A1CF is able to relieve the TG accumulation induced by WT A1CF. Using a proteomics approach, we obtained the interactomic data of WT and mutant A1CF. Networking analyses show that WT A1CF interacts with three functional protein groups, RNA/mRNA processing, cytosolic translation, and, surprisingly, mitochondrial translation. The mutation diminishes these interactions, especially with the group of mitochondrial translation. Differential analyses show that the WT A1CF-interacting proteins most significantly different from the mutant are those for mitochondrial translation, whereas the most significant interacting proteins with the mutant are those for cytoskeleton and vesicle-mediated transport. RNA-seq analyses validate that the mutant, but not the WT, A1CF increases the expression of the genes responsible for cellular transport processes. On the contrary, WT A1CF affected the expression of mitochondrial matrix proteins and increased cell oxygen consumption. Thus, our studies confirm the previous hypothesis that A1CF plays broader roles in regulating gene expression. The interactions of the mutant A1CF with the vesicle-mediated transport machinery provide mechanistic insight in understanding the increased VLDL secretion in the A1CF mutation carriers.
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Affiliation(s)
- Yu-Xin Xu
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts 02114, United States
| | - Caroline Stanclift
- The Proteomics Platform, Broad Institute, Cambridge, Massachusetts 02142, United States
| | - Taylor Hanta Nagai
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts 02114, United States
| | - Haojie Yu
- Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts 02215, United States
| | | | - Amy Deik
- The Metabolomics Program, Broad Institute, Cambridge, Massachusetts 02142, United States
| | - Kevin Bullock
- The Metabolomics Program, Broad Institute, Cambridge, Massachusetts 02142, United States
| | - Monica Schenone
- The Proteomics Platform, Broad Institute, Cambridge, Massachusetts 02142, United States
| | - Chad Cowan
- Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts 02215, United States
| | - Clary B Clish
- The Metabolomics Program, Broad Institute, Cambridge, Massachusetts 02142, United States
| | - Steven Carr
- The Proteomics Platform, Broad Institute, Cambridge, Massachusetts 02142, United States
| | - Sekar Kathiresan
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts 02114, United States
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16
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Gupta M, Concepcion CP, Fahey CG, Keshishian H, Bhutkar A, Brainson CF, Sanchez-Rivera FJ, Pessina P, Kim JY, Simoneau A, Paschini M, Beytagh MC, Stanclift CR, Schenone M, Mani DR, Li C, Oh A, Li F, Hu H, Karatza A, Bronson RT, Shaw AT, Hata AN, Wong KK, Zou L, Carr SA, Jacks T, Kim CF. BRG1 Loss Predisposes Lung Cancers to Replicative Stress and ATR Dependency. Cancer Res 2020; 80:3841-3854. [PMID: 32690724 PMCID: PMC7501156 DOI: 10.1158/0008-5472.can-20-1744] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 06/15/2020] [Accepted: 07/15/2020] [Indexed: 12/22/2022]
Abstract
Inactivation of SMARCA4/BRG1, the core ATPase subunit of mammalian SWI/SNF complexes, occurs at very high frequencies in non-small cell lung cancers (NSCLC). There are no targeted therapies for this subset of lung cancers, nor is it known how mutations in BRG1 contribute to lung cancer progression. Using a combination of gain- and loss-of-function approaches, we demonstrate that deletion of BRG1 in lung cancer leads to activation of replication stress responses. Single-molecule assessment of replication fork dynamics in BRG1-deficient cells revealed increased origin firing mediated by the prelicensing protein, CDC6. Quantitative mass spectrometry and coimmunoprecipitation assays showed that BRG1-containing SWI/SNF complexes interact with RPA complexes. Finally, BRG1-deficient lung cancers were sensitive to pharmacologic inhibition of ATR. These findings provide novel mechanistic insight into BRG1-mutant lung cancers and suggest that their dependency on ATR can be leveraged therapeutically and potentially expanded to BRG1-mutant cancers in other tissues. SIGNIFICANCE: These findings indicate that inhibition of ATR is a promising therapy for the 10% of non-small cell lung cancer patients harboring mutations in SMARCA4/BRG1. GRAPHICAL ABSTRACT: http://cancerres.aacrjournals.org/content/canres/80/18/3841/F1.large.jpg.
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Affiliation(s)
- Manav Gupta
- Stem Cell Program, Division of Hematology/Oncology and Division of Pulmonary Medicine, Boston Children's Hospital, Boston, Massachusetts
- Department of Genetics, Harvard Medical School, Boston, Massachusetts
- Biological and Biomedical Sciences PhD Program, Harvard University, Boston, Massachusetts
| | - Carla P Concepcion
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Caroline G Fahey
- Stem Cell Program, Division of Hematology/Oncology and Division of Pulmonary Medicine, Boston Children's Hospital, Boston, Massachusetts
- Department of Genetics, Harvard Medical School, Boston, Massachusetts
| | | | - Arjun Bhutkar
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Christine F Brainson
- Markey Cancer Center, University of Kentucky, Lexington, Kentucky
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
| | | | - Patrizia Pessina
- Stem Cell Program, Division of Hematology/Oncology and Division of Pulmonary Medicine, Boston Children's Hospital, Boston, Massachusetts
- Department of Genetics, Harvard Medical School, Boston, Massachusetts
| | - Jonathan Y Kim
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Antoine Simoneau
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, Massachusetts
| | - Margherita Paschini
- Stem Cell Program, Division of Hematology/Oncology and Division of Pulmonary Medicine, Boston Children's Hospital, Boston, Massachusetts
- Department of Genetics, Harvard Medical School, Boston, Massachusetts
| | - Mary C Beytagh
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | | | - Monica Schenone
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - D R Mani
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Chendi Li
- Massachusetts General Hospital Cancer Center and Department of Medicine, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts
| | - Audris Oh
- Massachusetts General Hospital Cancer Center and Department of Medicine, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts
| | - Fei Li
- Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, NYU Langone Health, New York, New York
| | - Hai Hu
- Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, NYU Langone Health, New York, New York
| | - Angeliki Karatza
- Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, NYU Langone Health, New York, New York
| | - Roderick T Bronson
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, Massachusetts
| | - Alice T Shaw
- Massachusetts General Hospital Cancer Center and Department of Medicine, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts
| | - Aaron N Hata
- Massachusetts General Hospital Cancer Center and Department of Medicine, Massachusetts General Hospital Harvard Medical School, Boston, Massachusetts
| | - Kwok-Kin Wong
- Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, NYU Langone Health, New York, New York
| | - Lee Zou
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, Massachusetts
| | - Steven A Carr
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Tyler Jacks
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts
- Howard Hughes Medical Institute, Cambridge, Massachusetts
| | - Carla F Kim
- Stem Cell Program, Division of Hematology/Oncology and Division of Pulmonary Medicine, Boston Children's Hospital, Boston, Massachusetts.
- Department of Genetics, Harvard Medical School, Boston, Massachusetts
- Harvard Stem Cell Institute, Cambridge, Massachusetts
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17
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Gandhi M, Groß M, Holler JM, Coggins SA, Patil N, Leupold JH, Munschauer M, Schenone M, Hartigan CR, Allgayer H, Kim B, Diederichs S. The lncRNA lincNMR regulates nucleotide metabolism via a YBX1 - RRM2 axis in cancer. Nat Commun 2020; 11:3214. [PMID: 32587247 PMCID: PMC7316977 DOI: 10.1038/s41467-020-17007-9] [Citation(s) in RCA: 65] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Accepted: 06/05/2020] [Indexed: 02/06/2023] Open
Abstract
Long intergenic non-coding RNA-Nucleotide Metabolism Regulator (lincNMR) is a long non-coding RNA (lncRNA) which is induced in hepatocellular carcinoma. Its depletion invokes a proliferation defect, triggers senescence and inhibits colony formation in liver, but also breast and lung cancer cells. Triple-label SILAC proteomics profiles reveal a deregulation of key cell cycle regulators in lincNMR-depleted cells like the key dNTP synthesizing enzymes RRM2, TYMS and TK1, implicating lincNMR in regulating nucleotide metabolism. LincNMR silencing decreases dNTP levels, while exogenous dNTPs rescues the proliferation defect induced by lincNMR depletion. In vivo RNA Antisense Purification (RAP-MS) identifies YBX1 as a direct interaction partner of lincNMR which regulates RRM2, TYMS and TK1 expression and binds to their promoter regions. In a Chick Chorioallantoic Membrane (CAM) in vivo model, lincNMR-depleted tumors are significantly smaller. In summary, we discover a lincRNA, lincNMR, which regulates tumor cell proliferation through a YBX1-RRM2-TYMS-TK1 axis governing nucleotide metabolism.
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Affiliation(s)
- Minakshi Gandhi
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Academic Exchange Service (DAAD), Bonn, Germany; Helmholtz International Graduate School for Cancer Research (HIGS), Heidelberg, Germany; Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Matthias Groß
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jessica M Holler
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
| | - Si'Ana A Coggins
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
| | - Nitin Patil
- Department of Experimental Surgery-Cancer Metastasis, Medical Faculty Mannheim, Centre for Biomedicine and Medical Technology Mannheim, University of Heidelberg, Mannheim, Germany
| | - Joerg H Leupold
- Department of Experimental Surgery-Cancer Metastasis, Medical Faculty Mannheim, Centre for Biomedicine and Medical Technology Mannheim, University of Heidelberg, Mannheim, Germany
| | | | | | | | - Heike Allgayer
- Department of Experimental Surgery-Cancer Metastasis, Medical Faculty Mannheim, Centre for Biomedicine and Medical Technology Mannheim, University of Heidelberg, Mannheim, Germany
| | - Baek Kim
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
- Center for Drug Discovery, Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK)-Partner Site Freiburg, Freiburg, Germany.
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18
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Basak A, Munschauer M, Lareau CA, Montbleau KE, Ulirsch JC, Hartigan CR, Schenone M, Lian J, Wang Y, Huang Y, Wu X, Gehrke L, Rice CM, An X, Christou HA, Mohandas N, Carr SA, Chen JJ, Orkin SH, Lander ES, Sankaran VG. Control of human hemoglobin switching by LIN28B-mediated regulation of BCL11A translation. Nat Genet 2020; 52:138-145. [PMID: 31959994 PMCID: PMC7031047 DOI: 10.1038/s41588-019-0568-7] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Accepted: 12/11/2019] [Indexed: 12/17/2022]
Abstract
Increased production of fetal hemoglobin (HbF) can ameliorate the severity of sickle cell disease and β-thalassemia1. BCL11A represses the genes encoding HbF and regulates human hemoglobin switching through variation in its expression during development2–7. However, the mechanisms underlying the developmental expression of BCL11A remain mysterious. Here we show that BCL11A is regulated at the level of mRNA translation during human hematopoietic development. Despite decreased BCL11A protein synthesis earlier in development, BCL11A mRNA continues to be associated with ribosomes. Through unbiased genomic and proteomic analyses, we demonstrate that the RNA-binding protein LIN28B, which is developmentally expressed in a reciprocal pattern to BCL11A, directly interacts with ribosomes and BCL11A mRNA. Furthermore, we show that BCL11A mRNA translation is suppressed by LIN28B through direct interactions, independent of its role in regulating let-7 microRNAs, and BCL11A is the major target of LIN28B-mediated HbF induction. Our results reveal a previously unappreciated mechanism underlying human hemoglobin switching that illuminates new therapeutic opportunities.
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Affiliation(s)
- Anindita Basak
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA. .,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA. .,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.
| | - Mathias Munschauer
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Caleb A Lareau
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA
| | - Kara E Montbleau
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Boston University School of Medicine, Boston, MA, USA
| | - Jacob C Ulirsch
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA
| | - Christina R Hartigan
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Monica Schenone
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - John Lian
- Institute for Biomedical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA.,Harvard-MIT Program in Health Sciences and Technology, Cambridge, MA, USA
| | | | - Yumin Huang
- New York Blood Center, New York, NY, USA.,The First Affiliated Hospital, Zhengzhou University, Zhengzhou, China
| | - Xianfang Wu
- The Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY, USA
| | - Lee Gehrke
- Institute for Biomedical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA.,Harvard-MIT Program in Health Sciences and Technology, Cambridge, MA, USA
| | - Charles M Rice
- The Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY, USA
| | - Xiuli An
- New York Blood Center, New York, NY, USA.,School of Life Science, Zhengzhou University, Zhengzhou, China
| | - Helen A Christou
- Department of Pediatric Newborn Medicine, Brigham and Women's Hospital and Division of Newborn Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Steven A Carr
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Jane-Jane Chen
- Institute for Biomedical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA.,Harvard-MIT Program in Health Sciences and Technology, Cambridge, MA, USA
| | - Stuart H Orkin
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Eric S Lander
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.,Department of Systems Biology, Harvard Medical School, Boston, MA, USA
| | - Vijay G Sankaran
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA. .,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA. .,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.
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19
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Bandopadhayay P, Piccioni F, O'Rourke R, Ho P, Gonzalez EM, Buchan G, Qian K, Gionet G, Girard E, Coxon M, Rees MG, Brenan L, Dubois F, Shapira O, Greenwald NF, Pages M, Balboni Iniguez A, Paolella BR, Meng A, Sinai C, Roti G, Dharia NV, Creech A, Tanenbaum B, Khadka P, Tracy A, Tiv HL, Hong AL, Coy S, Rashid R, Lin JR, Cowley GS, Lam FC, Goodale A, Lee Y, Schoolcraft K, Vazquez F, Hahn WC, Tsherniak A, Bradner JE, Yaffe MB, Milde T, Pfister SM, Qi J, Schenone M, Carr SA, Ligon KL, Kieran MW, Santagata S, Olson JM, Gokhale PC, Jaffe JD, Root DE, Stegmaier K, Johannessen CM, Beroukhim R. Neuronal differentiation and cell-cycle programs mediate response to BET-bromodomain inhibition in MYC-driven medulloblastoma. Nat Commun 2019; 10:2400. [PMID: 31160565 PMCID: PMC6546744 DOI: 10.1038/s41467-019-10307-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Accepted: 04/25/2019] [Indexed: 12/26/2022] Open
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.
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Affiliation(s)
- Pratiti Bandopadhayay
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | | | - Ryan O'Rourke
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Patricia Ho
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Elizabeth M Gonzalez
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Graham Buchan
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Kenin Qian
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Gabrielle Gionet
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Emily Girard
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, USA
| | - Margo Coxon
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, USA
| | | | - Lisa Brenan
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Frank Dubois
- Broad Institute of MIT and Harvard, Cambridge, USA
- Division of Cancer Biology, Dana-Farber Cancer Institute, Boston, USA
| | - Ofer Shapira
- Broad Institute of MIT and Harvard, Cambridge, USA
- Division of Cancer Biology, Dana-Farber Cancer Institute, Boston, USA
| | - Noah F Greenwald
- Broad Institute of MIT and Harvard, Cambridge, USA
- Division of Cancer Biology, Dana-Farber Cancer Institute, Boston, USA
- Department of Neurosurgery, Brigham and Women's Hospital, Boston, USA
| | - Melanie Pages
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Amanda Balboni Iniguez
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Brenton R Paolella
- Broad Institute of MIT and Harvard, Cambridge, USA
- Division of Cancer Biology, Dana-Farber Cancer Institute, Boston, USA
| | - Alice Meng
- Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - Claire Sinai
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - Giovanni Roti
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Medicine and Surgery, Hematology and BMT, University of Parma, Parma, Italy
| | - Neekesh V Dharia
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | | | | | - Prasidda Khadka
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | - Adam Tracy
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Hong L Tiv
- Experimental Therapeutics Core and Belfer Center for Applied Cancer Science, Boston, USA
| | - Andrew L Hong
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | - Shannon Coy
- Department of Pathology, Brigham and Women's Hospital, Boston, USA
| | - Rumana Rashid
- Department of Pathology, Brigham and Women's Hospital, Boston, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, USA
| | - Jia-Ren Lin
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, USA
- Ludwig Center for Cancer Research at Harvard, Harvard Medical School, Boston, USA
| | - Glenn S Cowley
- Broad Institute of MIT and Harvard, Cambridge, USA
- Discovery Science, Janssen Research and Development (Johnson & Johnson), Spring House, PA, USA
| | - Fred C Lam
- Koch Institute for Integrative Cancer Research, MIT, Cambridge, USA
| | - Amy Goodale
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Yenarae Lee
- Broad Institute of MIT and Harvard, Cambridge, USA
| | | | | | - William C Hahn
- Broad Institute of MIT and Harvard, Cambridge, USA
- Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
- Department of Medicine, Harvard Medical School, Boston, USA
| | | | - James E Bradner
- Broad Institute of MIT and Harvard, Cambridge, USA
- Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
- Department of Medicine, Harvard Medical School, Boston, USA
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | - Michael B Yaffe
- Broad Institute of MIT and Harvard, Cambridge, USA
- Koch Institute for Integrative Cancer Research, MIT, Cambridge, USA
| | - Till Milde
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- CCU Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, and Immunology, Center for Child and Adolescent Medicine, Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Neuro-Oncology, German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jun Qi
- Division of Cancer Biology, Dana-Farber Cancer Institute, Boston, USA
| | | | | | - Keith L Ligon
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Pathology, Brigham and Women's Hospital, Boston, USA
- Department of Medicine, Harvard Medical School, Boston, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, USA
- Department of Pathology, Boston Children's Hospital, Boston, USA
| | - Mark W Kieran
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | - Sandro Santagata
- Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
- Department of Pathology, Brigham and Women's Hospital, Boston, USA
| | - James M Olson
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, USA
| | - Prafulla C Gokhale
- Experimental Therapeutics Core and Belfer Center for Applied Cancer Science, Boston, USA
| | | | - David E Root
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Kimberly Stegmaier
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | | | - Rameen Beroukhim
- Broad Institute of MIT and Harvard, Cambridge, USA.
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, USA.
- Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA.
- Department of Medicine, Harvard Medical School, Boston, USA.
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20
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McCoull W, Cheung T, Anderson E, Barton P, Burgess J, Byth K, Cao Q, Castaldi MP, Chen H, Chiarparin E, Carbajo RJ, Code E, Cowan S, Davey PR, Ferguson AD, Fillery S, Fuller NO, Gao N, Hargreaves D, Howard MR, Hu J, Kawatkar A, Kemmitt PD, Leo E, Molina DM, O’Connell N, Petteruti P, Rasmusson T, Raubo P, Rawlins PB, Ricchiuto P, Robb GR, Schenone M, Waring MJ, Zinda M, Fawell S, Wilson DM. Development of a Novel B-Cell Lymphoma 6 (BCL6) PROTAC To Provide Insight into Small Molecule Targeting of BCL6. ACS Chem Biol 2018; 13:3131-3141. [DOI: 10.1021/acschembio.8b00698] [Citation(s) in RCA: 86] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- William McCoull
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Tony Cheung
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Erica Anderson
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Peter Barton
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Jonathan Burgess
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Kate Byth
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Qing Cao
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - M. Paola Castaldi
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Huawei Chen
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Elisabetta Chiarparin
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Rodrigo J. Carbajo
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Erin Code
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Suzanna Cowan
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Paul R. Davey
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Andrew D. Ferguson
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Shaun Fillery
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Nathan O. Fuller
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Ning Gao
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - David Hargreaves
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Martin R. Howard
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Jun Hu
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Aarti Kawatkar
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Paul D. Kemmitt
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Elisabetta Leo
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | | | - Nichole O’Connell
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Philip Petteruti
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Timothy Rasmusson
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Piotr Raubo
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Philip B. Rawlins
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Piero Ricchiuto
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Graeme R. Robb
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Monica Schenone
- Broad Institute of Harvard and MIT, 7 Cambridge Center, Cambridge, Massachusetts 02142, United States
| | - Michael J. Waring
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
| | - Michael Zinda
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - Stephen Fawell
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, Gatehouse Park, Waltham, Massachusetts 02451, United States
| | - David M. Wilson
- Oncology and Discovery Sciences, IMED Biotech Unit, AstraZeneca, 310 Cambridge Science Park, Milton Road, Cambridge CB4 0WG, U.K
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21
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Munschauer M, Nguyen CT, Sirokman K, Hartigan CR, Hogstrom L, Engreitz JM, Ulirsch JC, Fulco CP, Subramanian V, Chen J, Schenone M, Guttman M, Carr SA, Lander ES. Publisher Correction: The NORAD lncRNA assembles a topoisomerase complex critical for genome stability. Nature 2018; 563:E32. [PMID: 30279576 DOI: 10.1038/s41586-018-0584-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
A typo in the 'Reviewer information' section of this Letter was corrected online.
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Affiliation(s)
| | | | | | | | | | | | - Jacob C Ulirsch
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Division of Hematology/Oncology, Boston Children's Hospital and Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.,Program in Biological and Biomedical Sciences, Harvard University, Cambridge, MA, USA
| | | | | | - Jenny Chen
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Division of Health Sciences and Technology, MIT, Cambridge, MA, USA
| | | | - Mitchell Guttman
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Steven A Carr
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Eric S Lander
- Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Department of Biology, MIT, Cambridge, MA, USA. .,Department of Systems Biology, Harvard Medical School, Boston, MA, USA.
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22
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Sandoval GJ, Pulice JL, Pakula H, Schenone M, Takeda DY, Pop M, Boulay G, Williamson KE, McBride MJ, Pan J, St Pierre R, Hartman E, Garraway LA, Carr SA, Rivera MN, Li Z, Ronco L, Hahn WC, Kadoch C. Binding of TMPRSS2-ERG to BAF Chromatin Remodeling Complexes Mediates Prostate Oncogenesis. Mol Cell 2018; 71:554-566.e7. [PMID: 30078722 DOI: 10.1016/j.molcel.2018.06.040] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 06/04/2018] [Accepted: 06/25/2018] [Indexed: 12/21/2022]
Abstract
Chromosomal rearrangements resulting in the fusion of TMPRSS2, an androgen-regulated gene, and the ETS family transcription factor ERG occur in over half of prostate cancers. However, the mechanism by which ERG promotes oncogenic gene expression and proliferation remains incompletely understood. Here, we identify a binding interaction between ERG and the mammalian SWI/SNF (BAF) ATP-dependent chromatin remodeling complex, which is conserved among other oncogenic ETS factors, including ETV1, ETV4, and ETV5. We find that ERG drives genome-wide retargeting of BAF complexes in a manner dependent on binding of ERG to the ETS DNA motif. Moreover, ERG requires intact BAF complexes for chromatin occupancy and BAF complex ATPase activity for target gene regulation. In a prostate organoid model, BAF complexes are required for ERG-mediated basal-to-luminal transition, a hallmark of ERG activity in prostate cancer. These observations suggest a fundamental interdependence between ETS transcription factors and BAF chromatin remodeling complexes in cancer.
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Affiliation(s)
- Gabriel J Sandoval
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - John L Pulice
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Hubert Pakula
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | | | - David Y Takeda
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Marius Pop
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Gaylor Boulay
- Broad Institute of Harvard and MIT, Cambridge, MA, USA; Department of Pathology and MGH Cancer Center, Massachusetts General Hospital, Boston, MA, USA
| | - Kaylyn E Williamson
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Matthew J McBride
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA; Chemical Biology Program, Harvard Medical School, Boston, MA, USA
| | - Joshua Pan
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Roodolph St Pierre
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Chemical Biology Program, Harvard Medical School, Boston, MA, USA
| | - Emily Hartman
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Levi A Garraway
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Steven A Carr
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Miguel N Rivera
- Broad Institute of Harvard and MIT, Cambridge, MA, USA; Department of Pathology and MGH Cancer Center, Massachusetts General Hospital, Boston, MA, USA
| | - Zhe Li
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | | | - William C Hahn
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA.
| | - Cigall Kadoch
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA.
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23
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Raj L, Ide T, Gurkar AU, Foley M, Schenone M, Li X, Tolliday NJ, Golub TR, Carr SA, Shamji AF, Stern AM, Mandinova A, Schreiber SL, Lee SW. Retraction Note: Selective killing of cancer cells by a small molecule targeting the stress response to ROS. Nature 2018; 561:420. [PMID: 30046103 DOI: 10.1038/s41586-018-0284-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This Letter is being retracted owing to issues with Fig. 1d and Supplementary Fig. 31b, and the unavailability of original data for these figures that raise concerns regarding the integrity of the figures. Nature published two previous corrections related to this Letter1,2. These issues in aggregate undermine the confidence in the integrity of this study. Authors Michael Foley, Monica Schenone, Nicola J. Tolliday, Todd R. Golub, Steven A. Carr, Alykhan F. Shamji, Andrew M. Stern and Stuart L. Schreiber agree with the Retraction. Authors Lakshmi Raj, Takao Ide, Aditi U. Gurkar, Anna Mandinova and Sam W. Lee disagree with the Retraction. Author Xiaoyu Li did not respond.
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Affiliation(s)
- Lakshmi Raj
- Cutaneous Biology Research Center, Massachusetts General Hospital and Harvard Medical School, Building 149 13th Street, Charlestown, Massachusetts, 02129, USA
| | - Takao Ide
- Cutaneous Biology Research Center, Massachusetts General Hospital and Harvard Medical School, Building 149 13th Street, Charlestown, Massachusetts, 02129, USA
| | - Aditi U Gurkar
- Cutaneous Biology Research Center, Massachusetts General Hospital and Harvard Medical School, Building 149 13th Street, Charlestown, Massachusetts, 02129, USA
| | - Michael Foley
- Broad Institute of Harvard and MIT, 7 Cambridge Center, Massachusetts, 02142, USA
| | - Monica Schenone
- Broad Institute of Harvard and MIT, 7 Cambridge Center, Massachusetts, 02142, USA
| | - Xiaoyu Li
- Broad Institute of Harvard and MIT, 7 Cambridge Center, Massachusetts, 02142, USA
| | - Nicola J Tolliday
- Broad Institute of Harvard and MIT, 7 Cambridge Center, Massachusetts, 02142, USA
| | - Todd R Golub
- Broad Institute of Harvard and MIT, 7 Cambridge Center, Massachusetts, 02142, USA
| | - Steven A Carr
- Broad Institute of Harvard and MIT, 7 Cambridge Center, Massachusetts, 02142, USA
| | - Alykhan F Shamji
- Broad Institute of Harvard and MIT, 7 Cambridge Center, Massachusetts, 02142, USA
| | - Andrew M Stern
- Broad Institute of Harvard and MIT, 7 Cambridge Center, Massachusetts, 02142, USA
| | - Anna Mandinova
- Cutaneous Biology Research Center, Massachusetts General Hospital and Harvard Medical School, Building 149 13th Street, Charlestown, Massachusetts, 02129, USA. .,Broad Institute of Harvard and MIT, 7 Cambridge Center, Massachusetts, 02142, USA.
| | - Stuart L Schreiber
- Broad Institute of Harvard and MIT, 7 Cambridge Center, Massachusetts, 02142, USA.
| | - Sam W Lee
- Cutaneous Biology Research Center, Massachusetts General Hospital and Harvard Medical School, Building 149 13th Street, Charlestown, Massachusetts, 02129, USA. .,Broad Institute of Harvard and MIT, 7 Cambridge Center, Massachusetts, 02142, USA.
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24
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Jin YN, Schlueter PJ, Jurisch-Yaksi N, Lam PY, Jin S, Hwang WY, Yeh JRJ, Yoshigi M, Ong SE, Schenone M, Hartigan CR, Carr SA, Peterson RT. Noncanonical translation via deadenylated 3' UTRs maintains primordial germ cells. Nat Chem Biol 2018; 14:844-852. [PMID: 29988067 PMCID: PMC6800240 DOI: 10.1038/s41589-018-0098-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Accepted: 06/01/2018] [Indexed: 01/03/2023]
Abstract
Primordial germ cells (PGCs) form during early embryogenesis with a supply of maternal mRNAs that contain shorter poly(A)-tails. How translation of maternal mRNAs is regulated during PGC development remains elusive. Here we describe a small molecule screen with zebrafish embryos that identified primordazine, a compound that selectively ablates PGCs. Primordazine’s effect on PGCs arises from translation repression through primordazine-response elements in the 3′UTRs. Systematic dissection of primordazine’s mechanism of action revealed that translation of mRNAs during early embryogenesis occurs by two distinct pathways, depending on the length of their poly(A)-tails. In addition to poly(A)-tail dependent translation (PAT), early embryos perform poly(A)-tail independent non-canonical translation (PAINT) via deadenylated 3′UTRs. Primordazine inhibits PAINT without inhibiting PAT, an effect that was also observed in quiescent but not in proliferating mammalian cells. These studies reveal that PAINT is an alternative form of translation in the early embryo and is indispensable for PGC maintenance.
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Affiliation(s)
- Youngnam N Jin
- Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA, USA. .,Department of Medicine, Massachusetts General Hospital, Charlestown, MA, USA. .,Department of Medicine, Harvard Medical School, Boston, MA, USA. .,Department of Systems Biology, Harvard Medical School, Boston, MA, USA. .,Broad Institute, Cambridge, MA, USA. .,College of Pharmacy, University of Utah, Salt Lake City, UT, USA.
| | - Peter J Schlueter
- Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA, USA.,Department of Medicine, Massachusetts General Hospital, Charlestown, MA, USA.,Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Nathalie Jurisch-Yaksi
- Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA, USA.,Department of Medicine, Massachusetts General Hospital, Charlestown, MA, USA.,Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Pui-Ying Lam
- Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA, USA.,Department of Medicine, Massachusetts General Hospital, Charlestown, MA, USA.,Department of Medicine, Harvard Medical School, Boston, MA, USA.,Department of Systems Biology, Harvard Medical School, Boston, MA, USA.,Broad Institute, Cambridge, MA, USA.,College of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - Shan Jin
- Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA, USA.,Department of Medicine, Massachusetts General Hospital, Charlestown, MA, USA.,Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Woong Y Hwang
- Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA, USA.,Department of Medicine, Massachusetts General Hospital, Charlestown, MA, USA
| | - Jing-Ruey Joanna Yeh
- Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA, USA.,Department of Medicine, Massachusetts General Hospital, Charlestown, MA, USA.,Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Masaaki Yoshigi
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Shao-En Ong
- Broad Institute, Cambridge, MA, USA.,Department of Pharmacology, University of Washington, Seattle, WA, USA
| | | | | | | | - Randall T Peterson
- Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA, USA. .,Department of Medicine, Massachusetts General Hospital, Charlestown, MA, USA. .,Department of Medicine, Harvard Medical School, Boston, MA, USA. .,Department of Systems Biology, Harvard Medical School, Boston, MA, USA. .,Broad Institute, Cambridge, MA, USA. .,College of Pharmacy, University of Utah, Salt Lake City, UT, USA.
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25
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Viswanathan SR, Nogueira MF, Buss CG, Krill-Burger JM, Wawer MJ, Malolepsza E, Berger AC, Choi PS, Shih J, Taylor AM, Tanenbaum B, Pedamallu CS, Cherniack AD, Tamayo P, Strathdee CA, Lage K, Carr SA, Schenone M, Bhatia SN, Vazquez F, Tsherniak A, Hahn WC, Meyerson M. Genome-scale analysis identifies paralog lethality as a vulnerability of chromosome 1p loss in cancer. Nat Genet 2018; 50:937-943. [PMID: 29955178 PMCID: PMC6143899 DOI: 10.1038/s41588-018-0155-3] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Accepted: 05/10/2018] [Indexed: 12/12/2022]
Abstract
Functional redundancy shared by paralog genes may afford protection against genetic perturbations, but it can also result in genetic vulnerabilities due to mutual interdependency1-5. Here, we surveyed genome-scale short hairpin RNA and CRISPR screening data on hundreds of cancer cell lines and identified MAGOH and MAGOHB, core members of the splicing-dependent exon junction complex, as top-ranked paralog dependencies6-8. MAGOHB is the top gene dependency in cells with hemizygous MAGOH deletion, a pervasive genetic event that frequently occurs due to chromosome 1p loss. Inhibition of MAGOHB in a MAGOH-deleted context compromises viability by globally perturbing alternative splicing and RNA surveillance. Dependency on IPO13, an importin-β receptor that mediates nuclear import of the MAGOH/B-Y14 heterodimer9, is highly correlated with dependency on both MAGOH and MAGOHB. Both MAGOHB and IPO13 represent dependencies in murine xenografts with hemizygous MAGOH deletion. Our results identify MAGOH and MAGOHB as reciprocal paralog dependencies across cancer types and suggest a rationale for targeting the MAGOHB-IPO13 axis in cancers with chromosome 1p deletion.
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Affiliation(s)
- Srinivas R Viswanathan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Marina F Nogueira
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Colin G Buss
- Harvard-MIT Department of Health Sciences and Technology, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Boston, MA, USA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | | | - Mathias J Wawer
- Chemical Biology and Therapeutics Science Program, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Edyta Malolepsza
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Ashton C Berger
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Peter S Choi
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Juliann Shih
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Alison M Taylor
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | | | | | | | - Pablo Tamayo
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- UCSD Moores Cancer Center and Department of Medicine, University of California, San Diego, La Jolla, CA, USA
| | | | - Kasper Lage
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Steven A Carr
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Sangeeta N Bhatia
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Harvard-MIT Department of Health Sciences and Technology, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Boston, MA, USA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | | | | | - William C Hahn
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Matthew Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Harvard Medical School, Boston, MA, USA.
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26
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Mohanan V, Nakata T, Desch AN, Lévesque C, Boroughs A, Guzman G, Cao Z, Creasey E, Yao J, Boucher G, Charron G, Bhan AK, Schenone M, Carr SA, Reinecker HC, Daly MJ, Rioux JD, Lassen KG, Xavier RJ. C1orf106 is a colitis risk gene that regulates stability of epithelial adherens junctions. Science 2018; 359:1161-1166. [PMID: 29420262 DOI: 10.1126/science.aan0814] [Citation(s) in RCA: 73] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Revised: 10/01/2017] [Accepted: 01/21/2018] [Indexed: 12/15/2022]
Abstract
Polymorphisms in C1orf106 are associated with increased risk of inflammatory bowel disease (IBD). However, the function of C1orf106 and the consequences of disease-associated polymorphisms are unknown. Here we demonstrate that C1orf106 regulates adherens junction stability by regulating the degradation of cytohesin-1, a guanine nucleotide exchange factor that controls activation of ARF6. By limiting cytohesin-1-dependent ARF6 activation, C1orf106 stabilizes adherens junctions. Consistent with this model, C1orf106-/- mice exhibit defects in the intestinal epithelial cell barrier, a phenotype observed in IBD patients that confers increased susceptibility to intestinal pathogens. Furthermore, the IBD risk variant increases C1orf106 ubiquitination and turnover with consequent functional impairments. These findings delineate a mechanism by which a genetic polymorphism fine-tunes intestinal epithelial barrier integrity and elucidate a fundamental mechanism of cellular junctional control.
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Affiliation(s)
- Vishnu Mohanan
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Toru Nakata
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - A Nicole Desch
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Chloé Lévesque
- Montreal Heart Institute Research Center, Montreal, Quebec H1T 1C8, Canada
| | - Angela Boroughs
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Gaelen Guzman
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Zhifang Cao
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Elizabeth Creasey
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Junmei Yao
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Gabrielle Boucher
- Montreal Heart Institute Research Center, Montreal, Quebec H1T 1C8, Canada
| | - Guy Charron
- Montreal Heart Institute Research Center, Montreal, Quebec H1T 1C8, Canada
| | - Atul K Bhan
- Pathology Department, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.,Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Monica Schenone
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Steven A Carr
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Hans-Christian Reinecker
- Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Boston, MA 02114, USA.,Gastrointestinal Unit, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Mark J Daly
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Boston, MA 02114, USA.,Analytic and Translational Genetics Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - John D Rioux
- Montreal Heart Institute Research Center, Montreal, Quebec H1T 1C8, Canada.,Department of Medicine, Université de Montréal, Montreal, Quebec H1T 1C8, Canada
| | - Kara G Lassen
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA. .,Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Ramnik J Xavier
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA. .,Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA.,Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Boston, MA 02114, USA.,Gastrointestinal Unit, Massachusetts General Hospital, Boston, MA 02114, USA.,Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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27
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Giberti C, Schenone M, Cortese P, Gallo F, Gastaldi E, Ninotta G. Robot-Asssisted Laparoscopic Radical Prostatectomy (Ralp). Oncological and Functional Findings after 90 Cases. Urologia 2018. [DOI: 10.1177/039156030907600207] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The RALP is the most modern technology available for the treatment of intracapsular prostate cancer (CaP), which can produce a shorter learning curve and better results than the traditional techniques. Methods Between March 2005 and March 2008, 90 patients (64.3 ys, range 52–71) with intracapsular CaP underwent RALP at our institute. Before surgery the patients underwent routine examinations and filled in IIEF, IPSS and EORTC-QLQC30/PR 25 questionnaires. Patients were followed up with PSA assay, physical examination and compilation of the questionnaires. Median follow-up was 12.5 months (range 1–35 months). Results Mean operative time was 230 min. Discharge and catheter removal were at day 7.4 and 8.2, respectively, after surgery. Pathological staging reported pT2 and pT3 in 57 (63%) and 33 patients (37%), respectively. Positive surgical margins were assessed in 30 patients (33%), particularly 8.7% in pT2 tumors. The one-year biochemical disease-free survival rate was 90%. Regarding the functional results, 81 patients (90%) were perfectly continent while a mild and a moderate incontinence were reported in 7 (8%) and 2 (2%) patients, respectively. Mean IPSS score decreased from 8 to 4; among the patients who underwent bilateral nerve sparing RALP and no adjuvant therapy, 31 (70.4%) reported satisfactory sexual intercourses. Concerning postoperative quality of life, mean EORTC-QLQC30/PR 25 questionnaires scores were very similar before and after RALP. Conclusions After 90 cases of RALP the oncological and functional results are definitely promising. However, a wider number of patients and a greater follow-up are needed to confirm these data particularly as regards the functional results.
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Affiliation(s)
- C. Giberti
- Dipartimento di Chirurgia, U.O. di Urologia, Ospedale San Paolo, Savona
| | - M. Schenone
- Dipartimento di Chirurgia, U.O. di Urologia, Ospedale San Paolo, Savona
| | - P. Cortese
- Dipartimento di Chirurgia, U.O. di Urologia, Ospedale San Paolo, Savona
| | - F. Gallo
- Dipartimento di Chirurgia, U.O. di Urologia, Ospedale San Paolo, Savona
| | - E Gastaldi
- Dipartimento di Chirurgia, U.O. di Urologia, Ospedale San Paolo, Savona
| | - G. Ninotta
- Dipartimento di Chirurgia, U.O. di Urologia, Ospedale San Paolo, Savona
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28
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Cortese P, Gallo F, Gastaldi E, Schenone M, Ninotta G, Giberti C. “ReMeEx”, The Adjustable-Tension Suburetral Sling in the Treatment of Stress Urinary Incontinence Due to Intrinsic Sphincteric Dysfunction (Type III). Urologia 2018. [DOI: 10.1177/039156030907600212] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The anti-incontinence methods “tension free” may be insufficient in the treatment of stress urinary incontinence (IUS) due to intrinsic sphincteric dysfunction (ISD). We report our findings on the use of the suburetral sling with adjustable tension “Remeex” sistem in the treatment of 24 patients. Methods Between May 2002 and February 2008, 24 patients with IUS of type III, were subjected to suburetral sling “Reemex.” Positioning. The intervention provides a vaginal access to the positioning of suburetral sling and an access to the positioning of a varitensor which the wires are connected at the sling seats, recovered by the passage of a Stamey needle carrier of. The average operative time was approximately 70 minutes, the resignation was in I-II day. The tension of the sling was adjusted the day following intervention by turning the screw connected to the varitensor. Patients were followed with physical examination and completed the Korman's questionnaire about the quality of life. Results At a follow-up average 30 months, 21 patients (87.5%) were perfectly continent with improvement of quality of life. Among the complications, wound infection occurred in 2 patients (8%); 1 (4%) with mild recurrence IUS; 1 (4%) reported “de novo” urgency, 1 (4%) reported urinary retention. Conclusions Our data show that the use of the suburetral sling “ReMeEx” is a effective option in the treatment of IUS due to ISD which is a condition often secondary to urogynecologic surgery and refractory to common techniques antincontinence.
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Affiliation(s)
- P. Cortese
- Dipartimento di Chirurgia, UO di Urologia, Ospedale San Paolo, Savona
| | - F. Gallo
- Dipartimento di Chirurgia, UO di Urologia, Ospedale San Paolo, Savona
| | - E. Gastaldi
- Dipartimento di Chirurgia, UO di Urologia, Ospedale San Paolo, Savona
| | - M. Schenone
- Dipartimento di Chirurgia, UO di Urologia, Ospedale San Paolo, Savona
| | - G. Ninotta
- Dipartimento di Chirurgia, UO di Urologia, Ospedale San Paolo, Savona
| | - C. Giberti
- Dipartimento di Chirurgia, UO di Urologia, Ospedale San Paolo, Savona
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29
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Gastaldi E, Chiono L, Gallo F, Schenone M, Ninotta G, Cortese PL, Chiarlone R, Ghiso G, Giberti C. Brachytherapy in Prostate Cancer: The use of QuickLink® System Within the Real-Time Technique. A New Technique is Presented. Urologia 2018. [DOI: 10.1177/039156030907600106] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Introduction Brachytherapy with real-time technique allows the ultrasound transperineal implant of needles and the release of I125 seeds in the prostate, with intraoperative dosimetry carried out by a special software. After performing this seed-releasing technique on 160 patients, we present 15 cases treated with strand seeds using the QuickLink®system. Materials and Methods Inclusion criteria: CaP clinical stage T1-T2, PSA ≤10 ng/ml, prostate volume ≤ 50g, Gleason score ≤3+3=6, Q maximum >13–15 ml/sec., and I-PSS score <10. Methodical In ultrasound-guided transrectal technique the needles are inserted near the prostatic capsule. A 5mm section plan is performed; the computer allows identifying the contours of prostate, rectum, urethra, and the position of needles to be inserted. The total activity is defined, as well as the number and location of the sources to be included; isodoses are calculated, the correct position of seeds and spacers is printed. The strand seeds are prepared on the basis of this scheme, using the QuickLink® system, and placed into the prostate tissue. Results The QuickLink® system allows reducing the operative time (110 min, range 95–125). The pelvic CT assessing the post-planning has shown a more regular distribution of seeds. The cut-off of D90≥140 Gy was reached in all patients, with doses at urethra and rectum within the prescribed limits. Conclusions The brachytherapy real-time with strand seeds QuickLink® combines the flexibility of planning intraoperative real-time with a faster process, and less tendency for the relocation of the seeds.
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Affiliation(s)
| | - L. Chiono
- Dipartimento di Chirurgia, UO di Urologia
| | - F. Gallo
- Dipartimento di Chirurgia, UO di Urologia
| | | | - G. Ninotta
- Dipartimento di Chirurgia, UO di Urologia
| | | | | | - G. Ghiso
- UO di Fisica Sanitaria, Ospedale San Paolo, Savona
| | - C. Giberti
- Dipartimento di Chirurgia, UO di Urologia
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30
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Schlabritz-Loutsevitch N, Maher J, Sullivan R, Mari G, Schenone M, Cohen HL, Word RA, Hubbard GB, Dick EJ. Parturition in baboons (PAPIO SPP.). Sci Rep 2018; 8:1174. [PMID: 29352119 PMCID: PMC5775344 DOI: 10.1038/s41598-018-19221-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Accepted: 12/28/2017] [Indexed: 11/14/2022] Open
Abstract
The Old World non-human primates (NHP) - baboons (Papio spp.) share similarities with humans regarding fetal and placental development and some pregnancy-related complications. Information about the mechanism of birth and complications arising during parturition in these species is relatively sparse. In this manuscript, we add information from a series of pathological and observational cases to highlight insights and selected complications of birth in Papio spp, based on video-recording of the delivery process, X-ray, MRI, and ultrasound evaluations in pregnant baboons. Additionally, we abstracted pathology records obtained from perinatal loss in a large baboon colony during a 17 year period. The presented cases provide important information for the management of pregnancy and delivery in Papio spp.
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Affiliation(s)
- N Schlabritz-Loutsevitch
- Department of Obstetrics and Gynecology, College of Medicine, Texas Tech University Health Sciences Center at the Permian Basin, Odessa, TX, USA.
| | - J Maher
- Department of Obstetrics and Gynecology, College of Medicine, Texas Tech University Health Sciences Center at the Permian Basin, Odessa, TX, USA
| | - R Sullivan
- Department of Comparative Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
| | - G Mari
- Department of Obstetrics and Gynecology, University of Tennessee Health Science Center, Memphis, TN, USA
| | - M Schenone
- Department of Obstetrics and Gynecology, University of Tennessee Health Science Center, Memphis, TN, USA
| | - H L Cohen
- Department of Radiology, University of Tennessee Health Science Center, Memphis, TN, USA
| | - R A Word
- University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - G B Hubbard
- University of Texas Health Sciences Center at San Antonio, San Antonio, TX, USA
| | - E J Dick
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, USA
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31
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Graham DB, Lefkovith A, Deelen P, de Klein N, Varma M, Boroughs A, Desch AN, Ng ACY, Guzman G, Schenone M, Petersen CP, Bhan AK, Rivas MA, Daly MJ, Carr SA, Wijmenga C, Xavier RJ. TMEM258 Is a Component of the Oligosaccharyltransferase Complex Controlling ER Stress and Intestinal Inflammation. Cell Rep 2017; 17:2955-2965. [PMID: 27974209 DOI: 10.1016/j.celrep.2016.11.042] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2016] [Revised: 09/02/2016] [Accepted: 11/12/2016] [Indexed: 12/19/2022] Open
Abstract
Significant insights into disease pathogenesis have been gleaned from population-level genetic studies; however, many loci associated with complex genetic disease contain numerous genes, and phenotypic associations cannot be assigned unequivocally. In particular, a gene-dense locus on chromosome 11 (61.5-61.65 Mb) has been associated with inflammatory bowel disease, rheumatoid arthritis, and coronary artery disease. Here, we identify TMEM258 within this locus as a central regulator of intestinal inflammation. Strikingly, Tmem258 haploinsufficient mice exhibit severe intestinal inflammation in a model of colitis. At the mechanistic level, we demonstrate that TMEM258 is a required component of the oligosaccharyltransferase complex and is essential for N-linked protein glycosylation. Consequently, homozygous deficiency of Tmem258 in colonic organoids results in unresolved endoplasmic reticulum (ER) stress culminating in apoptosis. Collectively, our results demonstrate that TMEM258 is a central mediator of ER quality control and intestinal homeostasis.
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Affiliation(s)
- Daniel B Graham
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.
| | - Ariel Lefkovith
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Patrick Deelen
- Department of Genetics, Genomics Coordination Center, University Medical Center Groningen, University Medical Center Groningen, 9713 EX Groningen, the Netherlands
| | - Niek de Klein
- Department of Genetics, Genomics Coordination Center, University Medical Center Groningen, University Medical Center Groningen, 9713 EX Groningen, the Netherlands
| | - Mukund Varma
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Angela Boroughs
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - A Nicole Desch
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Aylwin C Y Ng
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Gaelen Guzman
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Monica Schenone
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | | | - Atul K Bhan
- Pathology Department and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Manuel A Rivas
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Mark J Daly
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Steven A Carr
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Cisca Wijmenga
- Department of Genetics, Genomics Coordination Center, University Medical Center Groningen, University Medical Center Groningen, 9713 EX Groningen, the Netherlands
| | - Ramnik J Xavier
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; Center for Computational and Integrative Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
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32
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Rusu V, Hoch E, Mercader JM, Tenen DE, Gymrek M, Hartigan CR, DeRan M, von Grotthuss M, Fontanillas P, Spooner A, Guzman G, Deik AA, Pierce KA, Dennis C, Clish CB, Carr SA, Wagner BK, Schenone M, Ng MCY, Chen BH, Centeno-Cruz F, Zerrweck C, Orozco L, Altshuler DM, Schreiber SL, Florez JC, Jacobs SBR, Lander ES. Type 2 Diabetes Variants Disrupt Function of SLC16A11 through Two Distinct Mechanisms. Cell 2017; 170:199-212.e20. [PMID: 28666119 DOI: 10.1016/j.cell.2017.06.011] [Citation(s) in RCA: 108] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Revised: 03/16/2017] [Accepted: 06/08/2017] [Indexed: 01/08/2023]
Abstract
Type 2 diabetes (T2D) affects Latinos at twice the rate seen in populations of European descent. We recently identified a risk haplotype spanning SLC16A11 that explains ∼20% of the increased T2D prevalence in Mexico. Here, through genetic fine-mapping, we define a set of tightly linked variants likely to contain the causal allele(s). We show that variants on the T2D-associated haplotype have two distinct effects: (1) decreasing SLC16A11 expression in liver and (2) disrupting a key interaction with basigin, thereby reducing cell-surface localization. Both independent mechanisms reduce SLC16A11 function and suggest SLC16A11 is the causal gene at this locus. To gain insight into how SLC16A11 disruption impacts T2D risk, we demonstrate that SLC16A11 is a proton-coupled monocarboxylate transporter and that genetic perturbation of SLC16A11 induces changes in fatty acid and lipid metabolism that are associated with increased T2D risk. Our findings suggest that increasing SLC16A11 function could be therapeutically beneficial for T2D. VIDEO ABSTRACT.
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Affiliation(s)
- Victor Rusu
- Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA 02115, USA; Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Eitan Hoch
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Metabolism Program, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Josep M Mercader
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Diabetes Unit and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Barcelona Supercomputing Center (BSC), Joint BSC-CRG-IRB Research Program in Computational Biology, 08034 Barcelona, Spain
| | - Danielle E Tenen
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Division of Endocrinology, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | - Melissa Gymrek
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA
| | | | - Michael DeRan
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Marcin von Grotthuss
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Pierre Fontanillas
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Alexandra Spooner
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Gaelen Guzman
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Amy A Deik
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Kerry A Pierce
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Courtney Dennis
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Clary B Clish
- Metabolism Program, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Steven A Carr
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | | | - Monica Schenone
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Maggie C Y Ng
- Center for Genomics and Personalized Medicine Research, Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - Brian H Chen
- Longitudinal Studies Section, Translational Gerontology Branch, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | | | | | | | - Carlos Zerrweck
- The Obesity Clinic at Hospital General Tlahuac, 13250 Mexico City, Mexico
| | - Lorena Orozco
- Instituto Nacional de Medicina Genómica, Tlalpan, 14610 Mexico City, Mexico
| | - David M Altshuler
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Genetics, Harvard Medical School, Boston, MA 02115, USA; Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Medicine, Harvard Medical School, Boston, MA 02115, USA; Department of Biology, MIT, Cambridge, MA 02139, USA
| | | | - Jose C Florez
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Metabolism Program, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Diabetes Unit and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Medicine, Harvard Medical School, Boston, MA 02115, USA.
| | - Suzanne B R Jacobs
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Metabolism Program, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Diabetes Unit and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Eric S Lander
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Biology, MIT, Cambridge, MA 02139, USA; Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA.
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Wu X, Lewis T, Waal LD, Gao G, Zhang J, Schenone M, Garvie C, Diamond B, Lorrey S, Cherniack A, Corsello S, Burgin A, Golub T, Schreiber S, Meyerson M, Greulich H. Abstract 2028: PDE3A modulation for cancer therapy. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-2028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
In a differential cytotoxicity screen, we identified a novel small molecule modulator of phosphodiesterase 3A (PDE3A) that kills cancer cells expressing elevated levels of PDE3A and SLFN12 (de Waal, Nat Chem Biol, 2016). Treatment with this cell-selective cytotoxic small molecule, DNMDP, induces complex formation between PDE3A and SLFN12, resulting in apoptosis. Inhibition of PDE3A enzymatic activity is not sufficient for cancer cell killing, and expression of both PDE3A and SLFN12 are required. Although the mechanism of signaling to the apoptosis machinery remains unclear, we examined more closely the role of the PDE3A-SLFN12 complex in cancer cell killing mediated by DNMDP. We found that cancer cell lines made resistant to DNMDP by persistent exposure downregulated SLFN12 expression and that re-expression of SLFN12 was sufficient to restore sensitivity. Furthermore, ectopic expression of PDE3A and SLFN12 are sufficient to sensitize cancer cells to DNMDP. These data underscore the tight correlation of PDE3A-SLFN12 complex formation and cancer cell killing mediated by DNMDP.
Citation Format: Xiaoyun Wu, Timothy Lewis, Luc de Waal, Galen Gao, Jian Zhang, Monica Schenone, Colin Garvie, Brett Diamond, Selena Lorrey, Andrew Cherniack, Steven Corsello, Alex Burgin, Todd Golub, Stuart Schreiber, Matthew Meyerson, Heidi Greulich. PDE3A modulation for cancer therapy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 2028. doi:10.1158/1538-7445.AM2017-2028
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Schenone M. Re: How to monitor pregnancies complicated by fetal growth restriction and delivery before 32 weeks: post-hoc analysis of TRUFFLE study. W. Ganzevoort, N. Mensing Van Charante, B. Thilaganathan, F. Prefumo, B. Arabin, C. M. Bilardo, et al., on behalf of the TRUFFLE Group. Ultrasound Obstet Gynecol 2017; 49: 769-777. Ultrasound Obstet Gynecol 2017; 49:694-695. [PMID: 28573769 DOI: 10.1002/uog.17511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Affiliation(s)
- M Schenone
- Department of Obstetrics and Gynecology, Room E102, University of Tennessee Health Science Center, 853 Jefferson Avenue, Memphis, TN, USA
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Choudhury AD, Schinzel AC, Cotter MB, Lis RT, Labella K, Lock YJ, Izzo F, Guney I, Bowden M, Li YY, Patel J, Hartman E, Carr SA, Schenone M, Jaffe JD, Kantoff PW, Hammerman PS, Hahn WC. Castration Resistance in Prostate Cancer Is Mediated by the Kinase NEK6. Cancer Res 2017; 77:753-765. [PMID: 27899381 PMCID: PMC5290202 DOI: 10.1158/0008-5472.can-16-0455] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Revised: 10/09/2016] [Accepted: 11/04/2016] [Indexed: 01/16/2023]
Abstract
In prostate cancer, the development of castration resistance is pivotal in progression to aggressive disease. However, understanding of the pathways involved remains incomplete. In this study, we performed a high-throughput genetic screen to identify kinases that enable tumor formation by androgen-dependent prostate epithelial (LHSR-AR) cells under androgen-deprived conditions. In addition to the identification of known mediators of castration resistance, which served to validate the screen, we identified a mitotic-related serine/threonine kinase, NEK6, as a mediator of androgen-independent tumor growth. NEK6 was overexpressed in a subset of human prostate cancers. Silencing NEK6 in castration-resistant cancer cells was sufficient to restore sensitivity to castration in a mouse xenograft model system. Tumors in which castration resistance was conferred by NEK6 were predominantly squamous in histology with no evidence of AR signaling. Gene expression profiling suggested that NEK6 overexpression stimulated cytoskeletal, differentiation, and immune signaling pathways and maintained gene expression patterns normally decreased by castration. Phosphoproteome profiling revealed the transcription factor FOXJ2 as a novel NEK6 substrate, with FOXJ2 phosphorylation associated with increased expression of newly identified NEK6 transcriptional targets. Overall, our studies establish NEK6 signaling as a central mechanism mediating castration-resistant prostate cancer. Cancer Res; 77(3); 753-65. ©2016 AACR.
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Affiliation(s)
- Atish D Choudhury
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Anna C Schinzel
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | | | - Rosina T Lis
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Brigham and Women's Hospital, Boston, Massachusetts
| | | | | | - Francesca Izzo
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Isil Guney
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | | | - Yvonne Y Li
- Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jinal Patel
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Emily Hartman
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Steven A Carr
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Monica Schenone
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Jacob D Jaffe
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Philip W Kantoff
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Peter S Hammerman
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - William C Hahn
- Dana-Farber Cancer Institute, Boston, Massachusetts.
- Harvard Medical School, Boston, Massachusetts
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
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Abstract
INTRODUCTION Among the medical and surgical options which have been proposed in the last years for the management of male stress urinary incontinence (SUI), stem cell therapy represents a new frontier treatment. The aim of this paper is to update the current status of stem cell therapy in animal and human studies for the management of iatrogenic male SUI. MATERIAL AND METHODS A PubMed review of the literature on stem cell therapy for the treatment of male SUI was performed. RESULTS Regarding animal studies, bone marrow-, muscle- and adipose-derived stem cells have been widely studied, showing regeneration of the urethral sphincter and recovery of the damaged pelvic nerves. With regard to human studies, only four papers are available in the literature using muscle- and adipose-derived stem cells which reported a significant improvement in sphincteric function and incontinence with no severe side effects. CONCLUSIONS In spite of these promising results, further studies are needed with longer follow-ups and larger numbers of patients in order to clarify the potential role of stem cell therapy for the treatment of male SUI.
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Affiliation(s)
- C Giberti
- Department of Surgery, Division of Urology, San Paolo Hospital, Savona, Italy
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37
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de Waal L, Lewis TA, Rees MG, Tsherniak A, Wu X, Choi PS, Gechijian L, Hartigan C, Faloon PW, Hickey MJ, Tolliday N, Carr SA, Clemons PA, Munoz B, Wagner BK, Shamji AF, Koehler AN, Schenone M, Burgin AB, Schreiber SL, Greulich H, Meyerson M. Abstract C136: Identification of selective cancer cytotoxic modulators of phosphodiesterase 3a by predictive chemogenomics. Mol Cancer Ther 2015. [DOI: 10.1158/1535-7163.targ-15-c136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
High cancer death rates indicate the need for new anti-cancer therapeutic agents. Approaches to discover new cancer drugs include target-based drug discovery and phenotypic screening. Here, we identify phosphodiesterase 3A modulators as cell-selective cancer cytotoxic compounds by phenotypic compound library screening and target deconvolution by predictive chemogenomics. We found that sensitivity to 6-(4-(diethylamino)-3-nitrophenyl)-5-methyl-4,5-dihydropyridazin-3(2H)-one, or DNMDP, across 766 cancer cell lines correlates with expression of the phosphodiesterase 3A gene, PDE3A. Like DNMDP, a subset of known PDE3A inhibitors kill selected cancer cells while others do not. Furthermore, PDE3A depletion leads to DNMDP resistance. We demonstrate that DNMDP binding to PDE3A promotes an interaction between PDE3A and Schlafen 12 (SLFN12), suggesting a neomorphic activity. Co-expression of SLFN12 with PDE3A correlates with DNMDP sensitivity, while depletion of SLFN12 results in decreased sensitivity to DNMDP. Our results implicate PDE3A modulators as candidate cancer therapeutic agents and demonstrate the power of predictive chemogenomics in small-molecule discovery.
Citation Format: Lucian de Waal, Timothy A. Lewis, Matthew G. Rees, Aviad Tsherniak, Xiaoyun Wu, Peter S. Choi, Lara Gechijian, Christina Hartigan, Patrick W. Faloon, Mark J. Hickey, Nicola Tolliday, Steven A. Carr, Paul A. Clemons, Benito Munoz, Bridget K. Wagner, Alykhan F. Shamji, Angela N. Koehler, Monica Schenone, Alex B. Burgin, Stuart L. Schreiber, Heidi Greulich, Matthew Meyerson. Identification of selective cancer cytotoxic modulators of phosphodiesterase 3a by predictive chemogenomics. [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2015 Nov 5-9; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2015;14(12 Suppl 2):Abstract nr C136.
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Affiliation(s)
| | | | | | | | - Xiaoyun Wu
- 2Broad Institute of Harvard and MIT, Cambridge, MA
| | | | | | | | | | | | | | | | | | - Benito Munoz
- 2Broad Institute of Harvard and MIT, Cambridge, MA
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Begun J, Lassen KG, Jijon HB, Baxt LA, Goel G, Heath RJ, Ng A, Tam JM, Kuo SY, Villablanca EJ, Fagbami L, Oosting M, Kumar V, Schenone M, Carr SA, Joosten LAB, Vyas JM, Daly MJ, Netea MG, Brown GD, Wijmenga C, Xavier RJ. Integrated Genomics of Crohn's Disease Risk Variant Identifies a Role for CLEC12A in Antibacterial Autophagy. Cell Rep 2015; 11:1905-18. [PMID: 26095365 PMCID: PMC4507440 DOI: 10.1016/j.celrep.2015.05.045] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Revised: 05/04/2015] [Accepted: 05/26/2015] [Indexed: 01/07/2023] Open
Abstract
The polymorphism ATG16L1 T300A, associated with increased risk of Crohn’s disease, impairs pathogen defense mechanisms including selective autophagy, but specific pathway interactions altered by the risk allele remain unknown. Here, we use perturbational profiling of human peripheral blood cells to reveal that CLEC12A is regulated in an ATG16L1-T300A-dependent manner. Antibacterial autophagy is impaired in CLEC12A-deficient cells, and this effect is exacerbated in the presence of the ATG16L1∗300A risk allele. Clec12a−/− mice are more susceptible to Salmonella infection, supporting a role for CLEC12A in antibacterial defense pathways in vivo. CLEC12A is recruited to sites of bacterial entry, bacteria-autophagosome complexes, and sites of sterile membrane damage. Integrated genomics identified a functional interaction between CLEC12A and an E3-ubiquitin ligase complex that functions in antibacterial autophagy. These data identify CLEC12A as early adaptor molecule for antibacterial autophagy and highlight perturbational profiling as a method to elucidate defense pathways in complex genetic disease. Integrated genomics reveals risk-allele-specific autophagy pathway interactions CLEC12A is important for antibacterial autophagy in epithelial and immune cells CLEC12A knockdown amplifies antibacterial autophagy defects in ATG16L1∗300A cells Clec12a−/− mice are more susceptible to Salmonella infection in vivo
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Affiliation(s)
- Jakob Begun
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Boston, MA 02114, USA; Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA; Mater Research Institute, University of Queensland, Brisbane, QLD 4101, Australia
| | - Kara G Lassen
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
| | - Humberto B Jijon
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Boston, MA 02114, USA; Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA; Division of Gastroenterology, Department of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Leigh A Baxt
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Gautam Goel
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Robert J Heath
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Aylwin Ng
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Boston, MA 02114, USA; Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Jenny M Tam
- Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Szu-Yu Kuo
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Eduardo J Villablanca
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Boston, MA 02114, USA; Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Lola Fagbami
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Marije Oosting
- Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Nijmegen Medical Center, Nijmegen 6525 GA, the Netherlands
| | - Vinod Kumar
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen 9700 RB, the Netherlands
| | - Monica Schenone
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Steven A Carr
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Leo A B Joosten
- Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Nijmegen Medical Center, Nijmegen 6525 GA, the Netherlands
| | - Jatin M Vyas
- Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Mark J Daly
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Analytic and Translational Genetics Unit, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Mihai G Netea
- Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Nijmegen Medical Center, Nijmegen 6525 GA, the Netherlands
| | - Gordon D Brown
- Aberdeen Fungal Group, Division of Applied Medicine, CLSM, Institute of Medical Sciences, University of Aberdeen, Foresterhill, Aberdeen AB25 2ZD, UK
| | - Cisca Wijmenga
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen 9700 RB, the Netherlands
| | - Ramnik J Xavier
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital, Boston, MA 02114, USA; Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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Chou DHC, Vetere A, Choudhary A, Scully SS, Schenone M, Tang A, Gomez R, Burns SM, Lundh M, Vital T, Comer E, Faloon PW, Dančík V, Ciarlo C, Paulk J, Dai M, Reddy C, Sun H, Young M, Donato N, Jaffe J, Clemons PA, Palmer M, Carr SA, Schreiber SL, Wagner BK. Kinase-Independent Small-Molecule Inhibition of JAK-STAT Signaling. J Am Chem Soc 2015; 137:7929-34. [PMID: 26042473 DOI: 10.1021/jacs.5b04284] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Phenotypic cell-based screening is a powerful approach to small-molecule discovery, but a major challenge of this strategy lies in determining the intracellular target and mechanism of action (MoA) for validated hits. Here, we show that the small-molecule BRD0476, a novel suppressor of pancreatic β-cell apoptosis, inhibits interferon-gamma (IFN-γ)-induced Janus kinase 2 (JAK2) and signal transducer and activation of transcription 1 (STAT1) signaling to promote β-cell survival. However, unlike common JAK-STAT pathway inhibitors, BRD0476 inhibits JAK-STAT signaling without suppressing the kinase activity of any JAK. Rather, we identified the deubiquitinase ubiquitin-specific peptidase 9X (USP9X) as an intracellular target, using a quantitative proteomic analysis in rat β cells. RNAi-mediated and CRISPR/Cas9 knockdown mimicked the effects of BRD0476, and reverse chemical genetics using a known inhibitor of USP9X blocked JAK-STAT signaling without suppressing JAK activity. Site-directed mutagenesis of a putative ubiquitination site on JAK2 mitigated BRD0476 activity, suggesting a competition between phosphorylation and ubiquitination to explain small-molecule MoA. These results demonstrate that phenotypic screening, followed by comprehensive MoA efforts, can provide novel mechanistic insights into ostensibly well-understood cell signaling pathways. Furthermore, these results uncover USP9X as a potential target for regulating JAK2 activity in cellular inflammation.
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Affiliation(s)
- Danny Hung-Chieh Chou
- ‡Department of Chemistry and Chemical Biology, Harvard University, 12 Oxford Street, Cambridge, Massachusetts 02138, United States
| | | | - Amit Choudhary
- §Society of Fellows, Harvard University, 78 Mount Auburn Street, Cambridge, Massachusetts 02138, United States
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Hanshi Sun
- #Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, 1500 E. Medical Center Drive, Ann Arbor, Michigan 48103, United States
| | - Matthew Young
- ∇Department of Pharmacology, University of Michigan Medical School, 1150 W. Medical Center Drive, Ann Arbor, Michigan 48109, United States
| | - Nicholas Donato
- #Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, 1500 E. Medical Center Drive, Ann Arbor, Michigan 48103, United States
| | | | | | | | | | - Stuart L Schreiber
- ‡Department of Chemistry and Chemical Biology, Harvard University, 12 Oxford Street, Cambridge, Massachusetts 02138, United States
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Schneider R, Schenone M, Chen M, Waters C, McConkey M, Lindsley R, Ebert B. 36 TERMINAL ERYTHROID DIFFERENTIATION DEFECT AND ACTIVATION OF THE INNATE IMMUNE SYSTEM IN MICE WITH RIBOSOMAL PROTEIN S14 HAPLOINSUFFICIENCY. Leuk Res 2015. [DOI: 10.1016/s0145-2126(15)30037-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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41
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Waal LMD, Lewis TA, Gechijian L, Tsherniak A, Youngsaye W, Rees M, Mikse O, Hickey M, Faloon P, Tolliday N, Koehler A, Schenone M, Wong K, Shamji A, Munoz B, Schreiber SL, Greulich H, Meyerson ML. Abstract 4596: An integrated genomic characterization of the target of a small molecule identifies a novel cancer dependency. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-4596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Recent large sequencing and cancer dependency studies have accelerated the identification of candidate targets for precision medicine. However, the current drug development paradigm starting with target identification and validation can be slow and has thus far yielded a limited variety of successful targets. We sought to return to an empirical approach to drug discovery and performed a high throughput screen to identify small molecules that were both potent and selective. In a primary screen of 2000 compounds in two cell-lines: A549 and H1734, three compounds only affected H1734 viability. One of which validated in a dose-response experiment with great potency and specificity, we called this small molecule ‘Compound 1B’.
In an effort to identify the target of Compound 1B, we profiled 766 genomically-characterized cancer cell lines and found that approximately 4% were sensitive to our compound. Sensitivity was not restricted to a particular tissue of origin. Interestingly, expression of Phosphodiesterase 3A (PDE3A) correlated with cytotoxicity. We further showed that Compound 1B specifically inhibited the enzymatic activity of PDE3A and PDE3B in a panel of 11 different phosphodiesterase family members. However, only a subset of other PDE3 inhibitors shared the same cytotoxic phenotype of Compound 1B. In a rescue screen of 1600 bioactive compounds, we identified the non-lethal PDE3 inhibitors as compounds that were able to rescue cell death induced by Compound 1B. Biochemical assays showed that both Compound 1B, cytotoxic and non-cytotoxic PDE3 inhibitors compete for binding to PDE3A. Knockdown of PDE3A did not affect cell viability and inhibited response of sensitive cell lines to Compound 1B.
Thus we have identified a potent and selective small molecule that likely acts through PDE3A to induce cancer cell-line cytotoxicity. Our data suggest a hyper- or neomorphic function of PDE3A induced upon binding of Compound 1B. By cross-referencing integrative datasets with compound-sensitivity data, we show that reversal of the current drug-development paradigm can elucidate novel cancer targets, which are not yet identifiable by analysis of large next-generation sequencing datasets.
Citation Format: Luc M. de Waal, Tim A. Lewis, Lara Gechijian, Aviad Tsherniak, Willmen Youngsaye, Matthew Rees, Oliver Mikse, Mark Hickey, Patrick Faloon, Nicola Tolliday, Angela Koehler, Monica Schenone, Kwok Wong, Alykhan Shamji, Benito Munoz, Stuart L. Schreiber, Heidi Greulich, Matthew L. Meyerson. An integrated genomic characterization of the target of a small molecule identifies a novel cancer dependency. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 4596. doi:10.1158/1538-7445.AM2014-4596
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Affiliation(s)
| | - Tim A. Lewis
- 2The Broad Institute of Harvard and MIT, Cambridge, MA
| | | | | | | | - Matthew Rees
- 2The Broad Institute of Harvard and MIT, Cambridge, MA
| | | | - Mark Hickey
- 2The Broad Institute of Harvard and MIT, Cambridge, MA
| | | | | | | | | | - Kwok Wong
- 1Dana-Farber Cancer Institute, Boston, MA
| | | | - Benito Munoz
- 2The Broad Institute of Harvard and MIT, Cambridge, MA
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Krönke J, Udeshi ND, Narla A, Grauman P, Hurst SN, McConkey M, Svinkina T, Heckl D, Comer E, Li X, Ciarlo C, Hartman E, Munshi N, Schenone M, Schreiber SL, Carr SA, Ebert BL. Lenalidomide causes selective degradation of IKZF1 and IKZF3 in multiple myeloma cells. Science 2013; 343:301-5. [PMID: 24292625 DOI: 10.1126/science.1244851] [Citation(s) in RCA: 1200] [Impact Index Per Article: 109.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Lenalidomide is a drug with clinical efficacy in multiple myeloma and other B cell neoplasms, but its mechanism of action is unknown. Using quantitative proteomics, we found that lenalidomide causes selective ubiquitination and degradation of two lymphoid transcription factors, IKZF1 and IKZF3, by the CRBN-CRL4 ubiquitin ligase. IKZF1 and IKZF3 are essential transcription factors in multiple myeloma. A single amino acid substitution of IKZF3 conferred resistance to lenalidomide-induced degradation and rescued lenalidomide-induced inhibition of cell growth. Similarly, we found that lenalidomide-induced interleukin-2 production in T cells is due to depletion of IKZF1 and IKZF3. These findings reveal a previously unknown mechanism of action for a therapeutic agent: alteration of the activity of an E3 ubiquitin ligase, leading to selective degradation of specific targets.
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Affiliation(s)
- Jan Krönke
- Brigham and Women's Hospital, Boston, MA 02115, USA
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Brocato B, Zoerner AA, Janjetovic Z, Skobowiat C, Gupta S, Moore BM, Slominski A, Zhang J, Schenone M, Phinehas R, Ferry RJ, Dick E, Hubbard GB, Mari G, Schlabritz-Loutsevitch N. Endocannabinoid crosstalk between placenta and maternal fat in a baboon model (Papio spp.) of obesity. Placenta 2013; 34:983-9. [PMID: 24008071 DOI: 10.1016/j.placenta.2013.08.007] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2013] [Revised: 07/26/2013] [Accepted: 08/09/2013] [Indexed: 12/26/2022]
Abstract
INTRODUCTION Maternal obesity (MO) remains a serious obstetric problem with acute and chronic morbidities for both mothers and offspring. The mechanisms underlying these adverse consequences of MO remain unknown. Endocannabinoids (ECB) are neuromodulatory lipids released from adipocytes and other tissues. Metabolic crosstalk between placenta and adipocytes may mediate sequelae of MO. The goal of this study was to elucidate placental and systemic ECB in MO. MATERIAL AND METHODS Placentas, sera, and subcutaneous fat were collected at Cesarean sections performed near term (0.9 G) in four non-obese (nOB) and four obese (OB) baboons (Papio spp.). Concentrations of anandamide (AEA) and 2-arachidonoylglycerol (2-AG) were measured by liquid chromatography coupled to tandem mass spectrometry. AEA and 2-AG pathways were characterized in placentas by Q-RT-PCR, Western blot and immunohistochemistry. RESULTS Placental 2-AG levels were lower and maternal fat AEA levels were higher in OB (1254.1 ± 401.3 nmol/kg and 17.3 ± 4 nmol/kg) vs. nOB (3124.2 ± 557.3 nmol/kg and 3.1 ± 0.6 nmol/kg) animals. Concentrations of 2-AG correlated positively between maternal fat and placenta (r = 0.82, p = 0.013), but correlated negatively with maternal leptin concentrations (r = -0.72, p = 0.04 and r = -0.83, p = 0.01, respectively). CONCLUSION This is the first study to demonstrate differential ECB pathway regulation in maternal fat and placenta in MO. Differential regulation and function exist for AEA and 2-AG as the major ECB pathways in placenta.
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MESH Headings
- Animals
- Arachidonic Acids/blood
- Arachidonic Acids/metabolism
- Biological Transport
- Chromatography, High Pressure Liquid
- Disease Models, Animal
- Endocannabinoids/blood
- Endocannabinoids/metabolism
- Female
- Gene Expression Regulation, Developmental
- Glycerides/blood
- Glycerides/metabolism
- Leptin/blood
- Obesity/blood
- Obesity/metabolism
- Obesity/pathology
- Papio
- Placenta/metabolism
- Placenta/pathology
- Polyunsaturated Alkamides/blood
- Polyunsaturated Alkamides/metabolism
- Pregnancy
- Pregnancy Complications/blood
- Pregnancy Complications/metabolism
- Pregnancy Complications/pathology
- Receptor, Cannabinoid, CB1/genetics
- Receptor, Cannabinoid, CB1/metabolism
- Receptor, Cannabinoid, CB2/biosynthesis
- Receptor, Cannabinoid, CB2/genetics
- Receptor, Cannabinoid, CB2/metabolism
- Receptors, Cannabinoid/biosynthesis
- Receptors, Cannabinoid/genetics
- Receptors, Cannabinoid/metabolism
- Subcutaneous Fat, Abdominal/metabolism
- Subcutaneous Fat, Abdominal/pathology
- Tandem Mass Spectrometry
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Affiliation(s)
- B Brocato
- Department of Obstetrics and Gynecology, University of Tennessee Health Science Center, Memphis, TN, USA
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Schenone M, Dančík V, Wagner BK, Clemons PA. Target identification and mechanism of action in chemical biology and drug discovery. Nat Chem Biol 2013; 9:232-40. [PMID: 23508189 DOI: 10.1038/nchembio.1199] [Citation(s) in RCA: 619] [Impact Index Per Article: 56.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2012] [Accepted: 01/28/2013] [Indexed: 12/12/2022]
Abstract
Target-identification and mechanism-of-action studies have important roles in small-molecule probe and drug discovery. Biological and technological advances have resulted in the increasing use of cell-based assays to discover new biologically active small molecules. Such studies allow small-molecule action to be tested in a more disease-relevant setting at the outset, but they require follow-up studies to determine the precise protein target or targets responsible for the observed phenotype. Target identification can be approached by direct biochemical methods, genetic interactions or computational inference. In many cases, however, combinations of approaches may be required to fully characterize on-target and off-target effects and to understand mechanisms of small-molecule action.
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Affiliation(s)
- Monica Schenone
- Proteomics Platform, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
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Schlabritz-Loutsevitch N, Schenone A, Schenone M, Gupta S, Hubbard G, Zhang J, Mari G, Dick E. Abruptio placentae in cynomolgus macaques (Macaca fascicularis): male bias. J Med Primatol 2013; 42:204-10. [PMID: 23621893 DOI: 10.1111/jmp.12051] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/05/2013] [Indexed: 11/29/2022]
Abstract
BACKGROUND Abruptio placentae is a serious problem with a high rate of maternal and fetal mortality and documented sexual dimorphism in reoccurrence. Macaca fascicularis is a well-described reproductive model; however, there are no data available regarding sexual dimorphism in abruptio placentae in these species. METHODS A retrospective study of pathology and medical records in a large colony of M. fascicularis was performed. Placental specimens were analyzed. RESULTS The incidence of placenta abruptio in the colony was 15.7/1000 births. In the abruptio placentae group, male fetuses had lower placental disk length and increased femur length compared with female fetuses. The feto-pacental ratio and fetal weight were lower in the male fetuses in the abruption group compared with those in the stillbirth group without abruption placentae. CONCLUSION This is the first documentation of male bias in placental and fetal development in abruptio placentae in non-human primates.
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Affiliation(s)
- N Schlabritz-Loutsevitch
- Department of Obstetrics and Gynecology, University of Tennessee Health Science Center, Memphis, TN, USA.
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Wen Q, Goldenson B, Silver SJ, Schenone M, Dancik V, Huang Z, Wang LZ, Lewis TA, An WF, Li X, Bray MA, Thiollier C, Diebold L, Gilles L, Vokes MS, Moore CB, Bliss-Moreau M, Verplank L, Tolliday NJ, Mishra R, Vemula S, Shi J, Wei L, Kapur R, Lopez CK, Gerby B, Ballerini P, Pflumio F, Gilliland DG, Goldberg L, Birger Y, Izraeli S, Gamis AS, Smith FO, Woods WG, Taub J, Scherer CA, Bradner JE, Goh BC, Mercher T, Carpenter AE, Gould RJ, Clemons PA, Carr SA, Root DE, Schreiber SL, Stern AM, Crispino JD. Identification of regulators of polyploidization presents therapeutic targets for treatment of AMKL. Cell 2012; 150:575-89. [PMID: 22863010 DOI: 10.1016/j.cell.2012.06.032] [Citation(s) in RCA: 120] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2011] [Revised: 02/03/2012] [Accepted: 06/04/2012] [Indexed: 01/04/2023]
Abstract
The mechanism by which cells decide to skip mitosis to become polyploid is largely undefined. Here we used a high-content image-based screen to identify small-molecule probes that induce polyploidization of megakaryocytic leukemia cells and serve as perturbagens to help understand this process. Our study implicates five networks of kinases that regulate the switch to polyploidy. Moreover, we find that dimethylfasudil (diMF, H-1152P) selectively increased polyploidization, mature cell-surface marker expression, and apoptosis of malignant megakaryocytes. An integrated target identification approach employing proteomic and shRNA screening revealed that a major target of diMF is Aurora kinase A (AURKA). We further find that MLN8237 (Alisertib), a selective inhibitor of AURKA, induced polyploidization and expression of mature megakaryocyte markers in acute megakaryocytic leukemia (AMKL) blasts and displayed potent anti-AMKL activity in vivo. Our findings provide a rationale to support clinical trials of MLN8237 and other inducers of polyploidization and differentiation in AMKL.
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Affiliation(s)
- Qiang Wen
- Division of Hematology/Oncology, Northwestern University, Chicago, IL 60611, USA
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Raj L, Ide T, Gurkar AU, Foley M, Schenone M, Li X, Tolliday NJ, Golub TR, Carr SA, Shamji AF, Stern AM, Mandinova A, Schreiber SL, Lee SW. Erratum: Selective killing of cancer cells by a small molecule targeting the stress response to ROS. Nature 2012. [DOI: 10.1038/nature10789] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Ong SE, Li X, Schenone M, Schreiber SL, Carr SA. Identifying cellular targets of small-molecule probes and drugs with biochemical enrichment and SILAC. Methods Mol Biol 2012; 803:129-140. [PMID: 22065222 DOI: 10.1007/978-1-61779-364-6_9] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Sequencing of the human genome in the last decade has not yet led to a concomitant increase in the numbers of novel drug targets. While the pharmaceutical industry has invested heavily in improving drugs for existing protein targets, it has not tended toward a similar investment in experimental approaches to identify cellular targets of drugs. It is striking that the targets of numerous widely used FDA-approved drugs remain unknown. The development of robust, unbiased methods for target identification would greatly enhance our understanding the mechanisms-of-action of small molecules. Cell-based phenotypic screens followed by unbiased target identification have the potential to identify novel combinations of small molecules and their protein targets, shed light on drug polypharmacology, and enable unbiased screening approaches to drug discovery. Classical biochemical enrichment with immobilized small molecules has been used for over four decades but has been limited by issues concerning specificity and sensitivity. The application of mass spectrometry-based quantitative proteomics in combination with these affinity reagents has proven to be especially useful in addressing these common issues in affinity purification experiments. We describe the use of SILAC in identifying proteins that bind small-molecule probes and drugs in a cellular context.
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Affiliation(s)
- Shao-En Ong
- Proteomics Platform, The Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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49
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Raj L, Ide T, Gurkar AU, Foley M, Schenone M, Li X, Tolliday NJ, Golub TR, Carr SA, Shamji AF, Stern AM, Mandinova A, Schreiber SL, Lee SW. Selective killing of cancer cells by a small molecule targeting the stress response to ROS. Nature 2011; 475:231-4. [PMID: 21753854 PMCID: PMC3316487 DOI: 10.1038/nature10167] [Citation(s) in RCA: 828] [Impact Index Per Article: 63.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2010] [Accepted: 05/03/2011] [Indexed: 02/06/2023]
Abstract
Malignant transformation, driven by gain-of-function mutations in oncogenes and loss-of-function mutations in tumour suppressor genes, results in cell deregulation that is frequently associated with enhanced cellular stress (for example, oxidative, replicative, metabolic and proteotoxic stress, and DNA damage). Adaptation to this stress phenotype is required for cancer cells to survive, and consequently cancer cells may become dependent upon non-oncogenes that do not ordinarily perform such a vital function in normal cells. Thus, targeting these non-oncogene dependencies in the context of a transformed genotype may result in a synthetic lethal interaction and the selective death of cancer cells. Here we used a cell-based small-molecule screening and quantitative proteomics approach that resulted in the unbiased identification of a small molecule that selectively kills cancer cells but not normal cells. Piperlongumine increases the level of reactive oxygen species (ROS) and apoptotic cell death in both cancer cells and normal cells engineered to have a cancer genotype, irrespective of p53 status, but it has little effect on either rapidly or slowly dividing primary normal cells. Significant antitumour effects are observed in piperlongumine-treated mouse xenograft tumour models, with no apparent toxicity in normal mice. Moreover, piperlongumine potently inhibits the growth of spontaneously formed malignant breast tumours and their associated metastases in mice. Our results demonstrate the ability of a small molecule to induce apoptosis selectively in cells that have a cancer genotype, by targeting a non-oncogene co-dependency acquired through the expression of the cancer genotype in response to transformation-induced oxidative stress.
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Affiliation(s)
- Lakshmi Raj
- Cutaneous Biology Research Center, Massachusetts General Hospital and Harvard Medical School, Building 149 13 Street, Charlestown, MA 02129, USA
| | - Takao Ide
- Cutaneous Biology Research Center, Massachusetts General Hospital and Harvard Medical School, Building 149 13 Street, Charlestown, MA 02129, USA
| | - Aditi U Gurkar
- Cutaneous Biology Research Center, Massachusetts General Hospital and Harvard Medical School, Building 149 13 Street, Charlestown, MA 02129, USA
| | - Michael Foley
- Broad Institute of Harvard and MIT, 7 Cambridge Center, MA 02142, USA
| | - Monica Schenone
- Broad Institute of Harvard and MIT, 7 Cambridge Center, MA 02142, USA
| | - Xiaoyu Li
- Broad Institute of Harvard and MIT, 7 Cambridge Center, MA 02142, USA
| | | | - Todd R. Golub
- Broad Institute of Harvard and MIT, 7 Cambridge Center, MA 02142, USA
| | - Steven A. Carr
- Broad Institute of Harvard and MIT, 7 Cambridge Center, MA 02142, USA
| | - Alykhan F. Shamji
- Broad Institute of Harvard and MIT, 7 Cambridge Center, MA 02142, USA
| | - Andrew M. Stern
- Broad Institute of Harvard and MIT, 7 Cambridge Center, MA 02142, USA
| | - Anna Mandinova
- Cutaneous Biology Research Center, Massachusetts General Hospital and Harvard Medical School, Building 149 13 Street, Charlestown, MA 02129, USA
- Broad Institute of Harvard and MIT, 7 Cambridge Center, MA 02142, USA
| | | | - Sam W. Lee
- Cutaneous Biology Research Center, Massachusetts General Hospital and Harvard Medical School, Building 149 13 Street, Charlestown, MA 02129, USA
- Broad Institute of Harvard and MIT, 7 Cambridge Center, MA 02142, USA
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Giberti C, Schenone M, Gallo F, Cortese P, Ninotta G. 343 ROBOT ASSISTED LAPAROSCOPIC PROSTATECTOMY (RALP): THE “REAL” LEARNING CURVE. ACTA ACUST UNITED AC 2011. [DOI: 10.1016/s1569-9056(11)60339-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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