Evidence map›Paper›PMID 32663469›Full record

ArticleCancer cell2020

Single-Cell RNA-Seq Reveals Cellular Hierarchies and Impaired Developmental Trajectories in Pediatric Ependymoma.

Johannes Gojo, Bernhard Englinger, Li Jiang, Jens M Hübner, McKenzie L Shaw, Olivia A Hack, Sibylle Madlener, Dominik Kirchhofer, Ilon Liu, Jason Pyrdol and 31 more

Open access · bronzeAbstract read
In one paragraph

Article in Cancer cell, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 115 papers.

0numbers the graph read from it
0cells of the map it votes in
115citing papers in PubMed
8.1field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

115 citing papers in PubMed, 157 citations in OpenAlex.

  1. Article
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  6. Radiation Oncology-Biology Integration Network: Bridging the Gap between Biological Research and Clinical Practice.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Review
  7. Review
  8. Review
  9. Article
  10. A brief history of ependymoma.Neuro-oncology · 2026
    Review
  11. Article
  12. Article
  13. Article
  14. Review
  15. Review
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  17. Article
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  19. Article
  20. Modeling pediatric brain tumors with human stem cells.Frontiers in cellular neuroscience · 2026
    Review

55 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

41 authors at 8 institutions in 4 countries.

Johannes GojoDepartment of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria.
Bernhard EnglingerDepartment of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
Li JiangDepartment of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
Jens M HübnerHopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
McKenzie L ShawDepartment of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
Olivia A HackDepartment of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
Sibylle MadlenerDepartment of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria.
Dominik KirchhoferDepartment of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria; Institute of Cancer Research, Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria.
Ilon LiuDepartment of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
Jason PyrdolDepartment of Cancer Immunology and Virology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA.
Volker HovestadtBroad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
Emanuele MazzolaDepartment of Data Sciences, Dana-Farber Cancer Institute, Boston, MA 02215, USA.
Nathan D MathewsonDepartment of Cancer Immunology and Virology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA.
Maria TrissalDepartment of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
Daniela LötschDepartment of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria; Institute of Cancer Research, Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria; Department of Neurosurgery, Medical University of Vienna, 1090 Vienna, Austria.
Christian DorferDepartment of Neurosurgery, Medical University of Vienna, 1090 Vienna, Austria.
Christine HaberlerDivision of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, 1090 Vienna, Austria.
Angela HalfmannClinical Cell Biology, Children's Cancer Research Institute (CCRI), 1090 Vienna, Austria.
Lisa MayrDepartment of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria.
Andreas PeyrlDepartment of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria.
Rene GeyereggerClinical Cell Biology, Children's Cancer Research Institute (CCRI), 1090 Vienna, Austria.
Benjamin SchwalmHopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
Monica MauermannHopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
Kristian W PajtlerHopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Department of Paediatric Haematology and Oncology, Heidelberg University Hospital, 69120 Heidelberg, Germany.
Till MildeHopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Department of Paediatric Haematology and Oncology, Heidelberg University Hospital, 69120 Heidelberg, Germany.
Marni E ShoreBroad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
Jack E GeduldigDepartment of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.
Kristine PeltonDepartment of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.
Thomas CzechDepartment of Neurosurgery, Medical University of Vienna, 1090 Vienna, Austria.
Orr AshenbergBroad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
Kai W WucherpfennigDepartment of Cancer Immunology and Virology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA.
Orit Rozenblatt-RosenBroad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
Sanda AlexandrescuDepartment of Pathology, Boston Children's Hospital, Boston, MA 02115, USA.
Keith L LigonBroad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Pathology, Brigham and Women's Hospital, Boston Children's Hospital, Dana-Farber Cancer Institute, Boston, MA 02215, USA.
Stefan M PfisterHopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Department of Paediatric Haematology and Oncology, Heidelberg University Hospital, 69120 Heidelberg, Germany.
Aviv RegevBroad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02140, USA.
Irene SlavcDepartment of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria.
Walter BergerInstitute of Cancer Research, Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria.
Mario L SuvàBroad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
Marcel KoolHopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, the Netherlands.
Mariella G FilbinDepartment of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA. Electronic address: mariella.filbin@childrens.harvard.edu.
Broad Institute · USMedical University of Vienna · ATGerman Cancer Research Center · DEComprehensive Cancer Center Vienna · ATDana-Farber Cancer Institute · USHarvard University · USBoston Children's Hospital · USHeidelberg University · DE

Funding

Austrian Science Fund FWF J 4311Austrian Science Fund FWF P 30105NCI NIH HHS HHSN261201500003INCI NIH HHS L30 CA231679
6 · The paper itself

Abstract

Ependymoma is a heterogeneous entity of central nervous system tumors with well-established molecular groups. Here, we apply single-cell RNA sequencing to analyze ependymomas across molecular groups and anatomic locations to investigate their intratumoral heterogeneity and developmental origins. Ependymomas are composed of a cellular hierarchy initiating from undifferentiated populations, which undergo impaired differentiation toward three lineages of neuronal-glial fate specification. While prognostically favorable groups of ependymoma predominantly harbor differentiated cells, aggressive groups are enriched for undifferentiated cell populations. The delineated transcriptomic signatures correlate with patient survival and define molecular dependencies for targeted treatment approaches. Taken together, our analyses reveal a developmental hierarchy underlying ependymomas relevant to biological and clinical behavior.

Indexed as

Cell DifferentiationCell ProliferationCentral Nervous System NeoplasmsChildEpendymomaGenomicsHumansNeuronsPrognosisSequence Analysis, RNASingle-Cell AnalysisSurvival Analysisaberrant developmentcancer stem cellscellular hierarchydifferentiation trajectoryEPNglial developmentintratumoral heterogeneityPediatric ependymomasingle-cell RNA sequencingtarget identification

Identifiers

PMID32663469
PMCPMC7479515
OpenAlexW3043795706

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.