2
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Zhang Q, Cheng S, Wang Y, Wang M, Lu Y, Wen Z, Ge Y, Ma Q, Chen Y, Zhang Y, Cao R, Li M, Liu W, Wang B, Wu Q, Jia W, Wang X. Interrogation of the microenvironmental landscape in spinal ependymomas reveals dual functions of tumor-associated macrophages. Nat Commun 2021; 12:6867. [PMID: 34824203 PMCID: PMC8617028 DOI: 10.1038/s41467-021-27018-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 11/01/2021] [Indexed: 02/01/2023] Open
Abstract
Spinal ependymomas are the most common spinal cord tumors in adults, but their intratumoral cellular heterogeneity has been less studied, and how spinal microglia are involved in tumor progression is still unknown. Here, our single-cell RNA-sequencing analyses of three spinal ependymoma subtypes dissect the microenvironmental landscape of spinal ependymomas and reveal tumor-associated macrophage (TAM) subsets with distinct functional phenotypes. CCL2+ TAMs are related to the immune response and exhibit a high capacity for apoptosis, while CD44+ TAMs are associated with tumor angiogenesis. By combining these results with those of single-cell ATAC-sequencing data analysis, we reveal that TEAD1 and EGR3 play roles in regulating the functional diversity of TAMs. We further identify diverse characteristics of both malignant cells and TAMs that might underlie the different malignant degrees of each subtype. Finally, assessment of cell-cell interactions reveal that stromal cells act as extracellular factors that mediate TAM diversity. Overall, our results reveal dual functions of TAMs in tumor progression, providing valuable insights for TAM-targeting immunotherapy.
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Affiliation(s)
- Qianqian Zhang
- State Key Laboratory of Brain and Cognitive Science, CAS Center for Excellence in Brain Science and Intelligence Technology, Institute of Brain-Intelligence Technology (Shanghai), Bioland Laboratory (Guangzhou), Institute of Biophysics, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Sijin Cheng
- State Key Laboratory of Brain and Cognitive Science, CAS Center for Excellence in Brain Science and Intelligence Technology, Institute of Brain-Intelligence Technology (Shanghai), Bioland Laboratory (Guangzhou), Institute of Biophysics, Chinese Academy of Sciences, 100101, Beijing, China
| | - Yongzhi Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, 100070, Beijing, China
- China National Clinical Research Center for Neurological Diseases, 100070, Beijing, China
| | - Mengdi Wang
- State Key Laboratory of Brain and Cognitive Science, CAS Center for Excellence in Brain Science and Intelligence Technology, Institute of Brain-Intelligence Technology (Shanghai), Bioland Laboratory (Guangzhou), Institute of Biophysics, Chinese Academy of Sciences, 100101, Beijing, China
| | - Yufeng Lu
- State Key Laboratory of Brain and Cognitive Science, CAS Center for Excellence in Brain Science and Intelligence Technology, Institute of Brain-Intelligence Technology (Shanghai), Bioland Laboratory (Guangzhou), Institute of Biophysics, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Zengqi Wen
- State Key Laboratory of Brain and Cognitive Science, CAS Center for Excellence in Brain Science and Intelligence Technology, Institute of Brain-Intelligence Technology (Shanghai), Bioland Laboratory (Guangzhou), Institute of Biophysics, Chinese Academy of Sciences, 100101, Beijing, China
| | - Yuxin Ge
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, 100875, Beijing, China
| | - Qiang Ma
- State Key Laboratory of Brain and Cognitive Science, CAS Center for Excellence in Brain Science and Intelligence Technology, Institute of Brain-Intelligence Technology (Shanghai), Bioland Laboratory (Guangzhou), Institute of Biophysics, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Youqiao Chen
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, 100875, Beijing, China
| | - Yaowu Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, 100070, Beijing, China
- China National Clinical Research Center for Neurological Diseases, 100070, Beijing, China
| | - Ren Cao
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, 100070, Beijing, China
- China National Clinical Research Center for Neurological Diseases, 100070, Beijing, China
| | - Min Li
- State Key Laboratory of Brain and Cognitive Science, CAS Center for Excellence in Brain Science and Intelligence Technology, Institute of Brain-Intelligence Technology (Shanghai), Bioland Laboratory (Guangzhou), Institute of Biophysics, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Weihao Liu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, 100070, Beijing, China
- China National Clinical Research Center for Neurological Diseases, 100070, Beijing, China
| | - Bo Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, 100070, Beijing, China
- China National Clinical Research Center for Neurological Diseases, 100070, Beijing, China
| | - Qian Wu
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, 100875, Beijing, China.
- Chinese Institute for Brain Research, 102206, Beijing, China.
| | - Wenqing Jia
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, 100070, Beijing, China.
- China National Clinical Research Center for Neurological Diseases, 100070, Beijing, China.
| | - Xiaoqun Wang
- State Key Laboratory of Brain and Cognitive Science, CAS Center for Excellence in Brain Science and Intelligence Technology, Institute of Brain-Intelligence Technology (Shanghai), Bioland Laboratory (Guangzhou), Institute of Biophysics, Chinese Academy of Sciences, 100101, Beijing, China.
- University of Chinese Academy of Sciences, 100049, Beijing, China.
- Chinese Institute for Brain Research, 102206, Beijing, China.
- Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beihang University & Capital Medical University, 100069, Beijing, China.
- Advanced Innovation Center for Human Brain Protection, Beijing Institute for Brain Disorders, Capital Medical University, 100069, Beijing, China.
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7
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Ripperger T, Bielack SS, Borkhardt A, Brecht IB, Burkhardt B, Calaminus G, Debatin KM, Deubzer H, Dirksen U, Eckert C, Eggert A, Erlacher M, Fleischhack G, Frühwald MC, Gnekow A, Goehring G, Graf N, Hanenberg H, Hauer J, Hero B, Hettmer S, von Hoff K, Horstmann M, Hoyer J, Illig T, Kaatsch P, Kappler R, Kerl K, Klingebiel T, Kontny U, Kordes U, Körholz D, Koscielniak E, Kramm CM, Kuhlen M, Kulozik AE, Lamottke B, Leuschner I, Lohmann DR, Meinhardt A, Metzler M, Meyer LH, Moser O, Nathrath M, Niemeyer CM, Nustede R, Pajtler KW, Paret C, Rasche M, Reinhardt D, Rieß O, Russo A, Rutkowski S, Schlegelberger B, Schneider D, Schneppenheim R, Schrappe M, Schroeder C, von Schweinitz D, Simon T, Sparber-Sauer M, Spix C, Stanulla M, Steinemann D, Strahm B, Temming P, Thomay K, von Bueren AO, Vorwerk P, Witt O, Wlodarski M, Wössmann W, Zenker M, Zimmermann S, Pfister SM, Kratz CP. Childhood cancer predisposition syndromes-A concise review and recommendations by the Cancer Predisposition Working Group of the Society for Pediatric Oncology and Hematology. Am J Med Genet A 2017; 173:1017-1037. [PMID: 28168833 DOI: 10.1002/ajmg.a.38142] [Citation(s) in RCA: 152] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 12/19/2016] [Accepted: 12/30/2016] [Indexed: 12/12/2022]
Abstract
Heritable predisposition is an important cause of cancer in children and adolescents. Although a large number of cancer predisposition genes and their associated syndromes and malignancies have already been described, it appears likely that there are more pediatric cancer patients in whom heritable cancer predisposition syndromes have yet to be recognized. In a consensus meeting in the beginning of 2016, we convened experts in Human Genetics and Pediatric Hematology/Oncology to review the available data, to categorize the large amount of information, and to develop recommendations regarding when a cancer predisposition syndrome should be suspected in a young oncology patient. This review summarizes the current knowledge of cancer predisposition syndromes in pediatric oncology and provides essential information on clinical situations in which a childhood cancer predisposition syndrome should be suspected.
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Affiliation(s)
- Tim Ripperger
- Department of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Stefan S Bielack
- Pediatrics 5 (Oncology, Hematology, Immunology), Klinikum Stuttgart-Olgahospital, Stuttgart, Germany
| | - Arndt Borkhardt
- Medical Faculty, Department of Pediatric Oncology, Hematology and Clinical Immunology, University Children's Hospital, Heinrich Heine University, Düsseldorf, Germany
| | - Ines B Brecht
- General Pediatrics, Hematology/Oncology, University Children's Hospital Tuebingen, Tuebingen, Germany.,Department of Pediatrics and Adolescent Medicine, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Birgit Burkhardt
- Pediatric Hematology and Oncology, University Children's Hospital Muenster, Muenster, Germany
| | - Gabriele Calaminus
- Pediatric Hematology and Oncology, University Children's Hospital Muenster, Muenster, Germany
| | - Klaus-Michael Debatin
- Department of Pediatrics and Adolescent Medicine, University Medical Center Ulm, Ulm, Germany
| | - Hedwig Deubzer
- Department of Pediatric Oncology and Hematology, Charité University Medicine, Berlin, Germany
| | - Uta Dirksen
- Pediatric Hematology and Oncology, University Children's Hospital Muenster, Muenster, Germany
| | - Cornelia Eckert
- Department of Pediatric Oncology and Hematology, Charité University Medicine, Berlin, Germany
| | - Angelika Eggert
- Department of Pediatric Oncology and Hematology, Charité University Medicine, Berlin, Germany
| | - Miriam Erlacher
- Faculty of Medicine, Division of Pediatric Hematology and Oncology Medical Center, Department of Pediatrics and Adolescent Medicine, University of Freiburg, Freiburg, Germany
| | - Gudrun Fleischhack
- Pediatric Oncology and Hematology, Pediatrics III, University Hospital of Essen, Essen, Germany
| | - Michael C Frühwald
- Children's Hospital Augsburg, Swabian Children's Cancer Center, Augsburg, Germany
| | - Astrid Gnekow
- Children's Hospital Augsburg, Swabian Children's Cancer Center, Augsburg, Germany
| | - Gudrun Goehring
- Department of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Norbert Graf
- Department of Pediatric Hematology and Oncology, University of Saarland, Homburg, Germany
| | - Helmut Hanenberg
- Medical Faculty, Department of Pediatric Oncology, Hematology and Clinical Immunology, University Children's Hospital, Heinrich Heine University, Düsseldorf, Germany.,Department of Otorhinolaryngology and Head/Neck Surgery, Heinrich Heine University, Düsseldorf, Germany
| | - Julia Hauer
- Medical Faculty, Department of Pediatric Oncology, Hematology and Clinical Immunology, University Children's Hospital, Heinrich Heine University, Düsseldorf, Germany
| | - Barbara Hero
- Department of Pediatric Hematology and Oncology, University of Cologne, Cologne, Germany
| | - Simone Hettmer
- Faculty of Medicine, Division of Pediatric Hematology and Oncology Medical Center, Department of Pediatrics and Adolescent Medicine, University of Freiburg, Freiburg, Germany
| | - Katja von Hoff
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martin Horstmann
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Juliane Hoyer
- Institute of Human Genetics, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Thomas Illig
- Department of Human Genetics, Hannover Medical School, Hannover, Germany.,Hannover Unified Biobank, Hannover Medical School, Hannover, Germany
| | - Peter Kaatsch
- German Childhood Cancer Registry (GCCR), Institute for Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Roland Kappler
- Department of Pediatric Surgery, Dr. von Hauner Children's Hospital, Ludwig-Maximilians-University, Munich, Germany
| | - Kornelius Kerl
- Pediatric Hematology and Oncology, University Children's Hospital Muenster, Muenster, Germany
| | - Thomas Klingebiel
- Hospital for Children and Adolescents, Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - Udo Kontny
- Division of Pediatric Hematology, Oncology and Stem Cell Transplantation, University Medical Center, Aachen, Germany
| | - Uwe Kordes
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Dieter Körholz
- Department of Pediatric Hematology and Oncology, Justus Liebig University, Giessen, Germany
| | - Ewa Koscielniak
- Pediatrics 5 (Oncology, Hematology, Immunology), Klinikum Stuttgart-Olgahospital, Stuttgart, Germany
| | - Christof M Kramm
- Division of Pediatric Hematology and Oncology, University Medical Center Goettingen, Goettingen, Germany
| | - Michaela Kuhlen
- Medical Faculty, Department of Pediatric Oncology, Hematology and Clinical Immunology, University Children's Hospital, Heinrich Heine University, Düsseldorf, Germany
| | - Andreas E Kulozik
- Department of Pediatric Oncology, Hematology and Immunology, Heidelberg University Hospital, Heidelberg, Germany
| | - Britta Lamottke
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Ivo Leuschner
- Kiel Paediatric Tumor Registry, Department of Paediatric Pathology, University of Kiel, Kiel, Germany
| | - Dietmar R Lohmann
- Institute of Human Genetics, University Hospital Essen, Essen, Germany.,Eye Oncogenetics Research Group, University Hospital Essen, Essen, Germany
| | - Andrea Meinhardt
- Department of Pediatric Hematology and Oncology, Justus Liebig University, Giessen, Germany
| | - Markus Metzler
- Department of Pediatrics and Adolescent Medicine, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Lüder H Meyer
- Department of Pediatrics and Adolescent Medicine, University Medical Center Ulm, Ulm, Germany
| | - Olga Moser
- Division of Pediatric Hematology, Oncology and Stem Cell Transplantation, University Medical Center, Aachen, Germany
| | - Michaela Nathrath
- Department of Pediatric Oncology, Klinikum Kassel, Kassel, Germany.,Clinical Cooperation Group Osteosarcoma, Helmholtz Zentrum Munich, Neuherberg, Germany.,Pediatric Oncology Center, Technical University Munich, Munich, Germany
| | - Charlotte M Niemeyer
- Faculty of Medicine, Division of Pediatric Hematology and Oncology Medical Center, Department of Pediatrics and Adolescent Medicine, University of Freiburg, Freiburg, Germany
| | - Rainer Nustede
- Department of Surgery, Children's Hospital, Hannover Medical School, Hannover, Germany
| | - Kristian W Pajtler
- Department of Pediatric Oncology, Hematology and Immunology, Heidelberg University Hospital, Heidelberg, Germany.,Division of Pediatric Neuro-Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Claudia Paret
- Department of Pediatric Hematology/Oncology, University Medical Center Mainz, Mainz, Germany
| | - Mareike Rasche
- Pediatric Oncology and Hematology, Pediatrics III, University Hospital of Essen, Essen, Germany
| | - Dirk Reinhardt
- Pediatric Oncology and Hematology, Pediatrics III, University Hospital of Essen, Essen, Germany
| | - Olaf Rieß
- Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
| | - Alexandra Russo
- Department of Pediatric Hematology/Oncology, University Medical Center Mainz, Mainz, Germany
| | - Stefan Rutkowski
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | | | - Reinhard Schneppenheim
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martin Schrappe
- Department of Pediatrics, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Christopher Schroeder
- Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
| | - Dietrich von Schweinitz
- Department of Pediatric Surgery, Dr. von Hauner Children's Hospital, Ludwig-Maximilians-University, Munich, Germany
| | - Thorsten Simon
- Department of Pediatric Hematology and Oncology, University of Cologne, Cologne, Germany
| | - Monika Sparber-Sauer
- Pediatrics 5 (Oncology, Hematology, Immunology), Klinikum Stuttgart-Olgahospital, Stuttgart, Germany
| | - Claudia Spix
- German Childhood Cancer Registry (GCCR), Institute for Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Martin Stanulla
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Doris Steinemann
- Department of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Brigitte Strahm
- Faculty of Medicine, Division of Pediatric Hematology and Oncology Medical Center, Department of Pediatrics and Adolescent Medicine, University of Freiburg, Freiburg, Germany
| | - Petra Temming
- Pediatric Oncology and Hematology, Pediatrics III, University Hospital of Essen, Essen, Germany.,Eye Oncogenetics Research Group, University Hospital Essen, Essen, Germany
| | - Kathrin Thomay
- Department of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Andre O von Bueren
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University Medical Center Goettingen, Goettingen, Germany.,Division of Pediatric Hematology and Oncology, University Hospital of Geneva, Geneva, Switzerland
| | - Peter Vorwerk
- Pediatric Oncology, Otto von Guericke University Children's Hospital, Magdeburg, Germany
| | - Olaf Witt
- Department of Pediatric Oncology, Hematology and Immunology, Heidelberg University Hospital, Heidelberg, Germany
| | - Marcin Wlodarski
- Faculty of Medicine, Division of Pediatric Hematology and Oncology Medical Center, Department of Pediatrics and Adolescent Medicine, University of Freiburg, Freiburg, Germany
| | - Willy Wössmann
- Department of Pediatric Hematology and Oncology, Justus Liebig University, Giessen, Germany
| | - Martin Zenker
- Institute of Human Genetics, University Hospital Magdeburg, Otto-von-Guericke University, Magdeburg, Germany
| | - Stefanie Zimmermann
- Hospital for Children and Adolescents, Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - Stefan M Pfister
- Department of Pediatric Oncology, Hematology and Immunology, Heidelberg University Hospital, Heidelberg, Germany.,Division of Pediatric Neuro-Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christian P Kratz
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
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