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Opposing immune and genetic forces shape oncogenic programs in synovial sarcoma

View ORCID ProfileLivnat Jerby-Arnon, Cyril Neftel, Marni E. Shore, Matthew J. McBride, Brian Haas, Benjamin Izar, Hannah R. Weissman, Angela Volorio, Gaylor Boulay, Luisa Cironi, Alyssa R. Richman, Liliane C. Broye, Joseph M. Gurski, Christina C. Luo, Ravindra Mylvaganam, Lan Nguyen, Shaolin Mei, Johannes c. Melms, Christophe Georgescu, Ofir Cohen, Jorge E. Buendia-Buendia, Michael S. Cuoco, Danny Labes, Daniel R. Zollinger, Joseph M. Beechem, G. Petur Nielsen, Ivan Chebib, Gregory Cote, Edwin Choy, Igor Letovanec, Stéphane Cherix, Nikhil Wagle, Peter K. Sorger, Alex B. Haynes, John T. Mullen, Ivan Stamenkovic, Miguel N. Rivera, Cigall Kadoch, Orit Rozenblatt-Rosen, Mario L. Suvà, Nicolò Riggi, Aviv Regev
doi: https://doi.org/10.1101/724302
Livnat Jerby-Arnon
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
2Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
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  • ORCID record for Livnat Jerby-Arnon
Cyril Neftel
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
2Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
3Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
4Institute of Pathology, Faculty of Biology and Medicine, Centre Hospitalier Universitaire Vaudois, Lausanne, 1011, Switzerland
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Marni E. Shore
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
2Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
3Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
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Matthew J. McBride
5Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, 450 Brookline Avenue, Boston, MA, 02215, USA
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Brian Haas
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
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Benjamin Izar
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
6Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, 450 Brookline Avenue, Boston, MA, 02215, USA
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Hannah R. Weissman
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
2Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
3Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
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Angela Volorio
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
3Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
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Gaylor Boulay
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
3Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
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Luisa Cironi
4Institute of Pathology, Faculty of Biology and Medicine, Centre Hospitalier Universitaire Vaudois, Lausanne, 1011, Switzerland
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Alyssa R. Richman
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
2Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
3Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
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Liliane C. Broye
4Institute of Pathology, Faculty of Biology and Medicine, Centre Hospitalier Universitaire Vaudois, Lausanne, 1011, Switzerland
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Joseph M. Gurski
7Massachusetts General Hospital Cancer Center, 55 Fruit Street, Boston, MA, 02114, USA
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Christina C. Luo
3Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
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Ravindra Mylvaganam
3Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
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Lan Nguyen
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
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Shaolin Mei
8Laboratory for Systems Pharmacology, Harvard Medical School, Boston, MA, 02115, USA
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Johannes c. Melms
6Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, 450 Brookline Avenue, Boston, MA, 02215, USA
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Christophe Georgescu
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
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Ofir Cohen
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
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Jorge E. Buendia-Buendia
6Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, 450 Brookline Avenue, Boston, MA, 02215, USA
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Michael S. Cuoco
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
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Danny Labes
9Flow Cytometry Facility, Department of Biology and Medicine, University of Lausanne, Lausanne, 1011, Switzerland
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Daniel R. Zollinger
10NanoString Technologies Inc., 530 Fairview Avenue North, Seattle, WA 98109, USA
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Joseph M. Beechem
10NanoString Technologies Inc., 530 Fairview Avenue North, Seattle, WA 98109, USA
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G. Petur Nielsen
3Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
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Ivan Chebib
7Massachusetts General Hospital Cancer Center, 55 Fruit Street, Boston, MA, 02114, USA
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Gregory Cote
11Department of Medicine, Division of Hematology and Oncology, Massachusetts General Hospital, Boston, MA, 02114, USA
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Edwin Choy
11Department of Medicine, Division of Hematology and Oncology, Massachusetts General Hospital, Boston, MA, 02114, USA
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Igor Letovanec
4Institute of Pathology, Faculty of Biology and Medicine, Centre Hospitalier Universitaire Vaudois, Lausanne, 1011, Switzerland
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Stéphane Cherix
12Department of Orthopedics, Faculty of Biology and Medicine, Centre Hospitalier Universitaire Vaudois, Lausanne, 1011, Switzerland
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Nikhil Wagle
6Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, 450 Brookline Avenue, Boston, MA, 02215, USA
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Peter K. Sorger
8Laboratory for Systems Pharmacology, Harvard Medical School, Boston, MA, 02115, USA
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Alex B. Haynes
13Department of Surgery, Massachusetts General Hospital, Boston, MA, 02114, USA
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John T. Mullen
13Department of Surgery, Massachusetts General Hospital, Boston, MA, 02114, USA
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Ivan Stamenkovic
4Institute of Pathology, Faculty of Biology and Medicine, Centre Hospitalier Universitaire Vaudois, Lausanne, 1011, Switzerland
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Miguel N. Rivera
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
3Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
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Cigall Kadoch
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
5Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, 450 Brookline Avenue, Boston, MA, 02215, USA
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Orit Rozenblatt-Rosen
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
2Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
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Mario L. Suvà
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
2Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
3Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
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  • For correspondence: aregev@broadinstitute.org nicolo.riggi@chuv.ch Suva.Mario@mgh.harvard.edu
Nicolò Riggi
4Institute of Pathology, Faculty of Biology and Medicine, Centre Hospitalier Universitaire Vaudois, Lausanne, 1011, Switzerland
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  • For correspondence: aregev@broadinstitute.org nicolo.riggi@chuv.ch Suva.Mario@mgh.harvard.edu
Aviv Regev
1Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
2Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
14Howard Hughes Medical Institute, Koch Institute for Integrative Cancer Research, Department of Biology, MIT, Cambridge, MA, 02139, USA
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  • For correspondence: aregev@broadinstitute.org nicolo.riggi@chuv.ch Suva.Mario@mgh.harvard.edu
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ABSTRACT

Synovial sarcoma is an aggressive mesenchymal neoplasm, driven by the SS18-SSX fusion, and characterized by immunogenic antigens expression and exceptionally low T cell infiltration levels. To study the cancer-immune interplay in this disease, we profiled 16,872 cells from 12 human synovial sarcoma tumors using single-cell RNA-sequencing (scRNA-Seq). Synovial sarcoma manifests antitumor immunity, high cellular plasticity and a core oncogenic program, which is predictive of low immune levels and poor clinical outcomes. Using genetic and pharmacological perturbations, we demonstrate that the program is controlled by the SS18-SSX driver and repressed by cytokines secreted by macrophages and T cells in the tumor microenvironment. Network modeling predicted that SS18-SSX promotes the program through HDAC1 and CDK6. Indeed, the combination of HDAC and CDK4/6 inhibitors represses the program, induces immunogenic cell states, and selectively targets synovial sarcoma cells. Our study demonstrates that immune evasion, cellular plasticity, and cell cycle are co-regulated and can be co-targeted in synovial sarcoma and potentially in other malignancies.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
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Posted August 04, 2019.
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Opposing immune and genetic forces shape oncogenic programs in synovial sarcoma
Livnat Jerby-Arnon, Cyril Neftel, Marni E. Shore, Matthew J. McBride, Brian Haas, Benjamin Izar, Hannah R. Weissman, Angela Volorio, Gaylor Boulay, Luisa Cironi, Alyssa R. Richman, Liliane C. Broye, Joseph M. Gurski, Christina C. Luo, Ravindra Mylvaganam, Lan Nguyen, Shaolin Mei, Johannes c. Melms, Christophe Georgescu, Ofir Cohen, Jorge E. Buendia-Buendia, Michael S. Cuoco, Danny Labes, Daniel R. Zollinger, Joseph M. Beechem, G. Petur Nielsen, Ivan Chebib, Gregory Cote, Edwin Choy, Igor Letovanec, Stéphane Cherix, Nikhil Wagle, Peter K. Sorger, Alex B. Haynes, John T. Mullen, Ivan Stamenkovic, Miguel N. Rivera, Cigall Kadoch, Orit Rozenblatt-Rosen, Mario L. Suvà, Nicolò Riggi, Aviv Regev
bioRxiv 724302; doi: https://doi.org/10.1101/724302
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Opposing immune and genetic forces shape oncogenic programs in synovial sarcoma
Livnat Jerby-Arnon, Cyril Neftel, Marni E. Shore, Matthew J. McBride, Brian Haas, Benjamin Izar, Hannah R. Weissman, Angela Volorio, Gaylor Boulay, Luisa Cironi, Alyssa R. Richman, Liliane C. Broye, Joseph M. Gurski, Christina C. Luo, Ravindra Mylvaganam, Lan Nguyen, Shaolin Mei, Johannes c. Melms, Christophe Georgescu, Ofir Cohen, Jorge E. Buendia-Buendia, Michael S. Cuoco, Danny Labes, Daniel R. Zollinger, Joseph M. Beechem, G. Petur Nielsen, Ivan Chebib, Gregory Cote, Edwin Choy, Igor Letovanec, Stéphane Cherix, Nikhil Wagle, Peter K. Sorger, Alex B. Haynes, John T. Mullen, Ivan Stamenkovic, Miguel N. Rivera, Cigall Kadoch, Orit Rozenblatt-Rosen, Mario L. Suvà, Nicolò Riggi, Aviv Regev
bioRxiv 724302; doi: https://doi.org/10.1101/724302

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