IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-29152-4.html
   My bibliography  Save this article

Single-cell transcriptomics identifies potential cells of origin of MYC rhabdoid tumors

Author

Listed:
  • Monika Graf

    (University Children’s Hospital Münster)

  • Marta Interlandi

    (University Children’s Hospital Münster
    University of Münster)

  • Natalia Moreno

    (University Children’s Hospital Münster)

  • Dörthe Holdhof

    (University Medical Center Hamburg-Eppendorf
    University Medical Center Hamburg-Eppendorf)

  • Carolin Göbel

    (University Medical Center Hamburg-Eppendorf
    University Medical Center Hamburg-Eppendorf)

  • Viktoria Melcher

    (University Children’s Hospital Münster)

  • Julius Mertins

    (Department of Neurology, Schlosspark-Klinik
    University of Münster)

  • Thomas K. Albert

    (University Children’s Hospital Münster)

  • Dennis Kastrati

    (University Children’s Hospital Münster)

  • Amelie Alfert

    (University Children’s Hospital Münster)

  • Till Holsten

    (University Medical Center Hamburg-Eppendorf
    University of Münster)

  • Flavia de Faria

    (University Children’s Hospital Münster
    Department of Pediatric Hematology and Oncology, Children’s Hospital of Brasìlia)

  • Michael Meisterernst

    (University of Münster)

  • Claudia Rossig

    (University Children’s Hospital Münster)

  • Monika Warmuth-Metz

    (University Hospital Würzburg)

  • Johannes Nowak

    (University Hospital Würzburg
    SRH Poliklinik Gera GmbH, Radiological Practice Gotha)

  • Gerd Meyer zu Hörste

    (University Hospital Münster)

  • Chloe Mayère

    (University of Geneva
    University of Geneva)

  • Serge Nef

    (University of Geneva
    University of Geneva)

  • Pascal Johann

    (Paediatric and Adolescent Medicine, University Medical Center Augsburg
    Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ))

  • Michael C. Frühwald

    (Paediatric and Adolescent Medicine, University Medical Center Augsburg)

  • Martin Dugas

    (University of Münster
    Heidelberg University Hospital)

  • Ulrich Schüller

    (University Medical Center Hamburg-Eppendorf
    University Medical Center Hamburg-Eppendorf
    Research Institute Children’s Cancer Center)

  • Kornelius Kerl

    (University Children’s Hospital Münster)

Abstract

Rhabdoid tumors (RT) are rare and highly aggressive pediatric neoplasms. Their epigenetically-driven intertumoral heterogeneity is well described; however, the cellular origin of RT remains an enigma. Here, we establish and characterize different genetically engineered mouse models driven under the control of distinct promoters and being active in early progenitor cell types with diverse embryonic onsets. From all models only Sox2-positive progenitor cells give rise to murine RT. Using single-cell analyses, we identify distinct cells of origin for the SHH and MYC subgroups of RT, rooting in early stages of embryogenesis. Intra- and extracranial MYC tumors harbor common genetic programs and potentially originate from fetal primordial germ cells (PGCs). Using PGC specific Smarcb1 knockout mouse models we validate that MYC RT originate from these progenitor cells. We uncover an epigenetic imbalance in MYC tumors compared to PGCs being sustained by epigenetically-driven subpopulations. Importantly, treatments with the DNA demethylating agent decitabine successfully impair tumor growth in vitro and in vivo. In summary, our work sheds light on the origin of RT and supports the clinical relevance of DNA methyltransferase inhibitors against this disease.

Suggested Citation

  • Monika Graf & Marta Interlandi & Natalia Moreno & Dörthe Holdhof & Carolin Göbel & Viktoria Melcher & Julius Mertins & Thomas K. Albert & Dennis Kastrati & Amelie Alfert & Till Holsten & Flavia de Far, 2022. "Single-cell transcriptomics identifies potential cells of origin of MYC rhabdoid tumors," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-29152-4
    DOI: 10.1038/s41467-022-29152-4
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-29152-4
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-29152-4?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Zhi-Yan Han & Wilfrid Richer & Paul Fréneaux & Céline Chauvin & Carlo Lucchesi & Delphine Guillemot & Camille Grison & Delphine Lequin & Gaelle Pierron & Julien Masliah-Planchon & André Nicolas & Domi, 2016. "The occurrence of intracranial rhabdoid tumours in mice depends on temporal control of Smarcb1 inactivation," Nature Communications, Nature, vol. 7(1), pages 1-11, April.
    2. Lars Custers & Eleonora Khabirova & Tim H. H. Coorens & Thomas R. W. Oliver & Camilla Calandrini & Matthew D. Young & Felipe A. Vieira Braga & Peter Ellis & Lira Mamanova & Heidi Segers & Arie Maat & , 2021. "Somatic mutations and single-cell transcriptomes reveal the root of malignant rhabdoid tumours," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    3. Blanca Pijuan-Sala & Jonathan A. Griffiths & Carolina Guibentif & Tom W. Hiscock & Wajid Jawaid & Fernando J. Calero-Nieto & Carla Mulas & Ximena Ibarra-Soria & Richard C. V. Tyser & Debbie Lee Lian H, 2019. "A single-cell molecular map of mouse gastrulation and early organogenesis," Nature, Nature, vol. 566(7745), pages 490-495, February.
    4. Friedman, Jerome H. & Hastie, Trevor & Tibshirani, Rob, 2010. "Regularization Paths for Generalized Linear Models via Coordinate Descent," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 33(i01).
    5. Kirsten K. Youngren & Douglas Coveney & Xiaoning Peng & Chitralekha Bhattacharya & Laura S. Schmidt & Michael L. Nickerson & Bruce T. Lamb & Jian Min Deng & Richard R. Behringer & Blanche Capel & Edwa, 2005. "The Ter mutation in the dead end gene causes germ cell loss and testicular germ cell tumours," Nature, Nature, vol. 435(7040), pages 360-364, May.
    6. Fran Supek & Matko Bošnjak & Nives Škunca & Tomislav Šmuc, 2011. "REVIGO Summarizes and Visualizes Long Lists of Gene Ontology Terms," PLOS ONE, Public Library of Science, vol. 6(7), pages 1-9, July.
    7. Jeremie Vitte & Fuying Gao & Giovanni Coppola & Alexander R. Judkins & Marco Giovannini, 2017. "Timing of Smarcb1 and Nf2 inactivation determines schwannoma versus rhabdoid tumor development," Nature Communications, Nature, vol. 8(1), pages 1-13, December.
    8. Junyue Cao & Malte Spielmann & Xiaojie Qiu & Xingfan Huang & Daniel M. Ibrahim & Andrew J. Hill & Fan Zhang & Stefan Mundlos & Lena Christiansen & Frank J. Steemers & Cole Trapnell & Jay Shendure, 2019. "The single-cell transcriptional landscape of mammalian organogenesis," Nature, Nature, vol. 566(7745), pages 496-502, February.
    9. Masashi Yamaji & Miki Jishage & Cindy Meyer & Hemant Suryawanshi & Evan Der & Misaki Yamaji & Aitor Garzia & Pavel Morozov & Sudhir Manickavel & Hannah L. McFarland & Robert G. Roeder & Markus Hafner , 2017. "DND1 maintains germline stem cells via recruitment of the CCR4–NOT complex to target mRNAs," Nature, Nature, vol. 543(7646), pages 568-572, March.
    10. Isabella Versteege & Nicolas Sévenet & Julian Lange & Marie-Françoise Rousseau-Merck & Peter Ambros & Rupert Handgretinger & Alain Aurias & Olivier Delattre, 1998. "Truncating mutations of hSNF5/INI1 in aggressive paediatric cancer," Nature, Nature, vol. 394(6689), pages 203-206, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ning Qing Liu & Irene Paassen & Lars Custers & Peter Zeller & Hans Teunissen & Dilara Ayyildiz & Jiayou He & Juliane Laura Buhl & Eelco Wieger Hoving & Alexander Oudenaarden & Elzo Wit & Jarno Drost, 2023. "SMARCB1 loss activates patient-specific distal oncogenic enhancers in malignant rhabdoid tumors," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    2. María-Jesús Lobón-Iglesias & Mamy Andrianteranagna & Zhi-Yan Han & Céline Chauvin & Julien Masliah-Planchon & Valeria Manriquez & Arnault Tauziede-Espariat & Sandrina Turczynski & Rachida Bouarich-Bou, 2023. "Imaging and multi-omics datasets converge to define different neural progenitor origins for ATRT-SHH subgroups," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    3. Xin-Hua Wu & Yang-Yang He & Zhang-Rong Chen & Ze-Yuan He & Yi Yan & Yangzhige He & Guang-Ming Wang & Yu Dong & Ying Yang & Yi-Min Sun & Yong-Hong Ren & Qiu-Yan Zhao & Xiao-Dan Yang & Li-Ying Wang & Ca, 2023. "Single-cell analysis of peripheral blood from high-altitude pulmonary hypertension patients identifies a distinct monocyte phenotype," Nature Communications, Nature, vol. 14(1), pages 1-14, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. María-Jesús Lobón-Iglesias & Mamy Andrianteranagna & Zhi-Yan Han & Céline Chauvin & Julien Masliah-Planchon & Valeria Manriquez & Arnault Tauziede-Espariat & Sandrina Turczynski & Rachida Bouarich-Bou, 2023. "Imaging and multi-omics datasets converge to define different neural progenitor origins for ATRT-SHH subgroups," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    2. Ulrik Kristoffer Stoltze & Jon Foss-Skiftesvik & Thomas van Overeem Hansen & Simon Rasmussen & Konrad J. Karczewski & Karin A. W. Wadt & Kjeld Schmiegelow, 2024. "The evolutionary impact of childhood cancer on the human gene pool," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    3. Ning Qing Liu & Irene Paassen & Lars Custers & Peter Zeller & Hans Teunissen & Dilara Ayyildiz & Jiayou He & Juliane Laura Buhl & Eelco Wieger Hoving & Alexander Oudenaarden & Elzo Wit & Jarno Drost, 2023. "SMARCB1 loss activates patient-specific distal oncogenic enhancers in malignant rhabdoid tumors," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    4. Brian DeVeale & Leqian Liu & Ryan Boileau & Jennifer Swindlehurst-Chan & Bryan Marsh & Jacob W. Freimer & Adam Abate & Robert Blelloch, 2022. "G1/S restriction point coordinates phasic gene expression and cell differentiation," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    5. Luke Simpson & Andrew Strange & Doris Klisch & Sophie Kraunsoe & Takuya Azami & Daniel Goszczynski & Triet Minh & Benjamin Planells & Nadine Holmes & Fei Sang & Sonal Henson & Matthew Loose & Jennifer, 2024. "A single-cell atlas of pig gastrulation as a resource for comparative embryology," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    6. Ran Wang & Xianfa Yang & Jiehui Chen & Lin Zhang & Jonathan A. Griffiths & Guizhong Cui & Yingying Chen & Yun Qian & Guangdun Peng & Jinsong Li & Liantang Wang & John C. Marioni & Patrick P. L. Tam & , 2023. "Time space and single-cell resolved tissue lineage trajectories and laterality of body plan at gastrulation," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    7. Malgorzata M. Duszczyk & Harry Wischnewski & Tamara Kazeeva & Rajika Arora & Fionna E. Loughlin & Christine Schroetter & Ugo Pradère & Jonathan Hall & Constance Ciaudo & Frédéric H.-T. Allain, 2022. "The solution structure of Dead End bound to AU-rich RNA reveals an unusual mode of tandem RRM-RNA recognition required for mRNA regulation," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    8. Joyce B. Kang & Aparna Nathan & Kathryn Weinand & Fan Zhang & Nghia Millard & Laurie Rumker & D. Branch Moody & Ilya Korsunsky & Soumya Raychaudhuri, 2021. "Efficient and precise single-cell reference atlas mapping with Symphony," Nature Communications, Nature, vol. 12(1), pages 1-21, December.
    9. Scott C Ritchie & Johannes Kettunen & Marta Brozynska & Artika P Nath & Aki S Havulinna & Satu Männistö & Markus Perola & Veikko Salomaa & Mika Ala-Korpela & Gad Abraham & Peter Würtz & Michael Inouye, 2019. "Elevated serum alpha-1 antitrypsin is a major component of GlycA-associated risk for future morbidity and mortality," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-23, October.
    10. Francisco X. Galdos & Sidra Xu & William R. Goodyer & Lauren Duan & Yuhsin V. Huang & Soah Lee & Han Zhu & Carissa Lee & Nicholas Wei & Daniel Lee & Sean M. Wu, 2022. "devCellPy is a machine learning-enabled pipeline for automated annotation of complex multilayered single-cell transcriptomic data," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
    11. Arthur S. Lee & Lauren J. Ayers & Michael Kosicki & Wai-Man Chan & Lydia N. Fozo & Brandon M. Pratt & Thomas E. Collins & Boxun Zhao & Matthew F. Rose & Alba Sanchis-Juan & Jack M. Fu & Isaac Wong & X, 2024. "A cell type-aware framework for nominating non-coding variants in Mendelian regulatory disorders," Nature Communications, Nature, vol. 15(1), pages 1-26, December.
    12. Suijuan Zhong & Mengdi Wang & Luwei Huang & Youqiao Chen & Yuxin Ge & Jiyao Zhang & Yingchao Shi & Hao Dong & Xin Zhou & Bosong Wang & Tian Lu & Xiaoxi Jing & Yufeng Lu & Junjing Zhang & Xiaoqun Wang , 2023. "Single-cell epigenomics and spatiotemporal transcriptomics reveal human cerebellar development," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    13. Tutz, Gerhard & Pößnecker, Wolfgang & Uhlmann, Lorenz, 2015. "Variable selection in general multinomial logit models," Computational Statistics & Data Analysis, Elsevier, vol. 82(C), pages 207-222.
    14. Ernesto Carrella & Richard M. Bailey & Jens Koed Madsen, 2018. "Indirect inference through prediction," Papers 1807.01579, arXiv.org.
    15. Rui Wang & Naihua Xiu & Kim-Chuan Toh, 2021. "Subspace quadratic regularization method for group sparse multinomial logistic regression," Computational Optimization and Applications, Springer, vol. 79(3), pages 531-559, July.
    16. Mkhadri, Abdallah & Ouhourane, Mohamed, 2013. "An extended variable inclusion and shrinkage algorithm for correlated variables," Computational Statistics & Data Analysis, Elsevier, vol. 57(1), pages 631-644.
    17. Masakazu Higuchi & Mitsuteru Nakamura & Shuji Shinohara & Yasuhiro Omiya & Takeshi Takano & Daisuke Mizuguchi & Noriaki Sonota & Hiroyuki Toda & Taku Saito & Mirai So & Eiji Takayama & Hiroo Terashi &, 2022. "Detection of Major Depressive Disorder Based on a Combination of Voice Features: An Exploratory Approach," IJERPH, MDPI, vol. 19(18), pages 1-13, September.
    18. Susan Athey & Guido W. Imbens & Stefan Wager, 2018. "Approximate residual balancing: debiased inference of average treatment effects in high dimensions," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 80(4), pages 597-623, September.
    19. Vincent, Martin & Hansen, Niels Richard, 2014. "Sparse group lasso and high dimensional multinomial classification," Computational Statistics & Data Analysis, Elsevier, vol. 71(C), pages 771-786.
    20. Chen, Le-Yu & Lee, Sokbae, 2018. "Best subset binary prediction," Journal of Econometrics, Elsevier, vol. 206(1), pages 39-56.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-29152-4. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.