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Orth MF, Surdez D, Faehling T, Ehlers AC, Marchetto A, Grossetête S, Volckmann R, Zwijnenburg DA, Gerke JS, Zaidi S, Alonso J, Sastre A, Baulande S, Sill M, Cidre-Aranaz F, Ohmura S, Kirchner T, Hauck SM, Reischl E, Gymrek M, Pfister SM, Strauch K, Koster J, Delattre O, Grünewald TGP. Systematic multi-omics cell line profiling uncovers principles of Ewing sarcoma fusion oncogene-mediated gene regulation. Cell Rep 2022; 41:111761. [PMID: 36476851 DOI: 10.1016/j.celrep.2022.111761] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 08/25/2022] [Accepted: 11/08/2022] [Indexed: 12/12/2022] Open
Abstract
Ewing sarcoma (EwS) is characterized by EWSR1-ETS fusion transcription factors converting polymorphic GGAA microsatellites (mSats) into potent neo-enhancers. Although the paucity of additional mutations makes EwS a genuine model to study principles of cooperation between dominant fusion oncogenes and neo-enhancers, this is impeded by the limited number of well-characterized models. Here we present the Ewing Sarcoma Cell Line Atlas (ESCLA), comprising whole-genome, DNA methylation, transcriptome, proteome, and chromatin immunoprecipitation sequencing (ChIP-seq) data of 18 cell lines with inducible EWSR1-ETS knockdown. The ESCLA shows hundreds of EWSR1-ETS-targets, the nature of EWSR1-ETS-preferred GGAA mSats, and putative indirect modes of EWSR1-ETS-mediated gene regulation, converging in the duality of a specific but plastic EwS signature. We identify heterogeneously regulated EWSR1-ETS-targets as potential prognostic EwS biomarkers. Our freely available ESCLA (http://r2platform.com/escla/) is a rich resource for EwS research and highlights the power of comprehensive datasets to unravel principles of heterogeneous gene regulation by chimeric transcription factors.
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Affiliation(s)
- Martin F Orth
- Max-Eder Research Group for Pediatric Sarcoma Biology, Institute of Pathology, Faculty of Medicine, LMU Munich, 80337 Munich, Germany
| | - Didier Surdez
- INSERM Unit 830 "Genetics and Biology of Cancers," Institut Curie Research Center, 75005 Paris, France; Balgrist University Hospital, Faculty of Medicine, University of Zürich, 8008 Zürich, Switzerland
| | - Tobias Faehling
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Translational Pediatric Sarcoma Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Anna C Ehlers
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Translational Pediatric Sarcoma Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Aruna Marchetto
- Max-Eder Research Group for Pediatric Sarcoma Biology, Institute of Pathology, Faculty of Medicine, LMU Munich, 80337 Munich, Germany
| | - Sandrine Grossetête
- INSERM Unit 830 "Genetics and Biology of Cancers," Institut Curie Research Center, 75005 Paris, France
| | - Richard Volckmann
- Department of Oncogenomics, Amsterdam University Medical Centers (AUMC), 1105 Amsterdam, the Netherlands
| | - Danny A Zwijnenburg
- Department of Oncogenomics, Amsterdam University Medical Centers (AUMC), 1105 Amsterdam, the Netherlands
| | - Julia S Gerke
- Max-Eder Research Group for Pediatric Sarcoma Biology, Institute of Pathology, Faculty of Medicine, LMU Munich, 80337 Munich, Germany
| | - Sakina Zaidi
- INSERM Unit 830 "Genetics and Biology of Cancers," Institut Curie Research Center, 75005 Paris, France
| | - Javier Alonso
- Unidad de Tumores Sólidos Infantiles, Instituto de Investigación de Enfermedades Raras, Instituto de Salud Carlos III, 28029 Madrid, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CB06/07/1009, CIBERER-ISCIII), 28029 Madrid, Spain
| | - Ana Sastre
- Unidad Hemato-oncología Pediátrica, Hospital Infantil Universitario La Paz, 28029 Madrid, Spain
| | - Sylvain Baulande
- Institut Curie Genomics of Excellence (ICGex) Platform, Institut Curie Research Center, 75005 Paris, France
| | - Martin Sill
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neuro-Oncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Florencia Cidre-Aranaz
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Translational Pediatric Sarcoma Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Shunya Ohmura
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Translational Pediatric Sarcoma Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Thomas Kirchner
- Institute of Pathology, Faculty of Medicine, LMU Munich, 80337 Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, 80337 Munich, Germany; German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Stefanie M Hauck
- Research Unit Protein Science and Metabolomics and Proteomics Core, Helmholtz Zentrum München - German Research Center for Environmental Health, 85764 Neuherberg, Germany
| | - Eva Reischl
- Helmholtz Zentrum München - German Research Center for Environmental Health, 85764 Neuherberg, Germany
| | - Melissa Gymrek
- Division of Genetics, Department of Medicine, University of California, San Diego, San Diego, CA 92093, USA; Department of Computer Science and Engineering, University of California, San Diego, San Diego, CA 92093, USA
| | - Stefan M Pfister
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neuro-Oncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany; Department of Pediatric Hematology & Oncology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Konstantin Strauch
- Institute of Medical Biometry, Epidemiology, and Informatics (IMBEI), University Medical Center, Johannes Gutenberg University, 55131 Mainz, Germany; Institute of Genetic Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, 85764 Neuherberg, Germany; Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Faculty of Medicine, LMU Munich, 81377 Munich, Germany
| | - Jan Koster
- Department of Oncogenomics, Amsterdam University Medical Centers (AUMC), 1105 Amsterdam, the Netherlands
| | - Olivier Delattre
- INSERM Unit 830 "Genetics and Biology of Cancers," Institut Curie Research Center, 75005 Paris, France
| | - Thomas G P Grünewald
- Max-Eder Research Group for Pediatric Sarcoma Biology, Institute of Pathology, Faculty of Medicine, LMU Munich, 80337 Munich, Germany; Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Translational Pediatric Sarcoma Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany; Institute of Pathology, Heidelberg University Hospital, 69120 Heidelberg, Germany.
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