IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-47943-9.html
   My bibliography  Save this article

Associations in cell type-specific hydroxymethylation and transcriptional alterations of pediatric central nervous system tumors

Author

Listed:
  • Min Kyung Lee

    (Geisel School of Medicine at Dartmouth)

  • Nasim Azizgolshani

    (Geisel School of Medicine at Dartmouth
    Columbia University Medical Center)

  • Ze Zhang

    (Geisel School of Medicine at Dartmouth)

  • Laurent Perreard

    (Geisel School of Medicine at Dartmouth)

  • Fred W. Kolling

    (Geisel School of Medicine at Dartmouth)

  • Lananh N. Nguyen

    (University of Toronto)

  • George J. Zanazzi

    (Geisel School of Medicine at Dartmouth
    Geisel School of Medicine at Dartmouth)

  • Lucas A. Salas

    (Geisel School of Medicine at Dartmouth)

  • Brock C. Christensen

    (Geisel School of Medicine at Dartmouth
    Geisel School of Medicine at Dartmouth
    Geisel School of Medicine at Dartmouth)

Abstract

Although intratumoral heterogeneity has been established in pediatric central nervous system tumors, epigenomic alterations at the cell type level have largely remained unresolved. To identify cell type-specific alterations to cytosine modifications in pediatric central nervous system tumors, we utilize a multi-omic approach that integrated bulk DNA cytosine modification data (methylation and hydroxymethylation) with both bulk and single-cell RNA-sequencing data. We demonstrate a large reduction in the scope of significantly differentially modified cytosines in tumors when accounting for tumor cell type composition. In the progenitor-like cell types of tumors, we identify a preponderance differential Cytosine-phosphate-Guanine site hydroxymethylation rather than methylation. Genes with differential hydroxymethylation, like histone deacetylase 4 and insulin-like growth factor 1 receptor, are associated with cell type-specific changes in gene expression in tumors. Our results highlight the importance of epigenomic alterations in the progenitor-like cell types and its role in cell type-specific transcriptional regulation in pediatric central nervous system tumors.

Suggested Citation

  • Min Kyung Lee & Nasim Azizgolshani & Ze Zhang & Laurent Perreard & Fred W. Kolling & Lananh N. Nguyen & George J. Zanazzi & Lucas A. Salas & Brock C. Christensen, 2024. "Associations in cell type-specific hydroxymethylation and transcriptional alterations of pediatric central nervous system tumors," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-47943-9
    DOI: 10.1038/s41467-024-47943-9
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-47943-9
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-47943-9?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. Maria C. Vladoiu & Ibrahim El-Hamamy & Laura K. Donovan & Hamza Farooq & Borja L. Holgado & Yogi Sundaravadanam & Vijay Ramaswamy & Liam D. Hendrikse & Sachin Kumar & Stephen C. Mack & John J. Y. Lee , 2019. "Childhood cerebellar tumours mirror conserved fetal transcriptional programs," Nature, Nature, vol. 572(7767), pages 67-73, August.
    2. Daniel Zilberman & Devin Coleman-Derr & Tracy Ballinger & Steven Henikoff, 2008. "Histone H2A.Z and DNA methylation are mutually antagonistic chromatin marks," Nature, Nature, vol. 456(7218), pages 125-129, November.
    3. Volker Hovestadt & Kyle S. Smith & Laure Bihannic & Mariella G. Filbin & McKenzie L. Shaw & Alicia Baumgartner & John C. DeWitt & Andrew Groves & Lisa Mayr & Hannah R. Weisman & Alyssa R. Richman & Ma, 2019. "Resolving medulloblastoma cellular architecture by single-cell genomics," Nature, Nature, vol. 572(7767), pages 74-79, August.
    4. Zachary J. Reitman & Brenton R. Paolella & Guillaume Bergthold & Kristine Pelton & Sarah Becker & Robert Jones & Claire E. Sinai & Hayley Malkin & Ying Huang & Leslie Grimmet & Zachary T. Herbert & Yu, 2019. "Mitogenic and progenitor gene programmes in single pilocytic astrocytoma cells," Nature Communications, Nature, vol. 10(1), pages 1-17, December.
    5. David Capper & David T. W. Jones & Martin Sill & Volker Hovestadt & Daniel Schrimpf & Dominik Sturm & Christian Koelsche & Felix Sahm & Lukas Chavez & David E. Reuss & Annekathrin Kratz & Annika K. We, 2018. "DNA methylation-based classification of central nervous system tumours," Nature, Nature, vol. 555(7697), pages 469-474, March.
    6. Paul A. Northcott & Ivo Buchhalter & A. Sorana Morrissy & Volker Hovestadt & Joachim Weischenfeldt & Tobias Ehrenberger & Susanne Gröbner & Maia Segura-Wang & Thomas Zichner & Vasilisa A. Rudneva & Ha, 2017. "The whole-genome landscape of medulloblastoma subtypes," Nature, Nature, vol. 547(7663), pages 311-317, July.
    7. Kevin C. Johnson & E. Andres Houseman & Jessica E. King & Katharine M. von Herrmann & Camilo E. Fadul & Brock C. Christensen, 2016. "5-Hydroxymethylcytosine localizes to enhancer elements and is associated with survival in glioblastoma patients," Nature Communications, Nature, vol. 7(1), pages 1-11, December.
    8. Shinsuke Ito & Ana C. D’Alessio & Olena V. Taranova & Kwonho Hong & Lawrence C. Sowers & Yi Zhang, 2010. "Role of Tet proteins in 5mC to 5hmC conversion, ES-cell self-renewal and inner cell mass specification," Nature, Nature, vol. 466(7310), pages 1129-1133, August.
    Full references (including those not matched with items on IDEAS)

    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. David R. Ghasemi & Konstantin Okonechnikov & Anne Rademacher & Stephan Tirier & Kendra K. Maass & Hanna Schumacher & Piyush Joshi & Maxwell P. Gold & Julia Sundheimer & Britta Statz & Ahmet S. Rifaiog, 2024. "Compartments in medulloblastoma with extensive nodularity are connected through differentiation along the granular precursor lineage," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    2. Min Kyung Lee & Nasim Azizgolshani & Joshua A. Shapiro & Lananh N. Nguyen & Fred W. Kolling & George J. Zanazzi & Hildreth Robert Frost & Brock C. Christensen, 2024. "Identifying tumor type and cell type-specific gene expression alterations in pediatric central nervous system tumors," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    3. Zaili Luo & Dazhuan Xin & Yunfei Liao & Kalen Berry & Sean Ogurek & Feng Zhang & Liguo Zhang & Chuntao Zhao & Rohit Rao & Xinran Dong & Hao Li & Jianzhong Yu & Yifeng Lin & Guoying Huang & Lingli Xu &, 2023. "Loss of phosphatase CTDNEP1 potentiates aggressive medulloblastoma by triggering MYC amplification and genomic instability," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    4. Akram A. Hamed & Daniel J. Kunz & Ibrahim El-Hamamy & Quang M. Trinh & Omar D. Subedar & Laura M. Richards & Warren Foltz & Garrett Bullivant & Matthaeus Ware & Maria C. Vladoiu & Jiao Zhang & Antony , 2022. "A brain precursor atlas reveals the acquisition of developmental-like states in adult cerebral tumours," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    5. Maxwell P. Gold & Winnie Ong & Andrew M. Masteller & David R. Ghasemi & Julie Anne Galindo & Noel R. Park & Nhan C. Huynh & Aneesh Donde & Veronika Pister & Raul A. Saurez & Maria C. Vladoiu & Grace H, 2024. "Developmental basis of SHH medulloblastoma heterogeneity," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    6. Fengju Chen & Yiqun Zhang & Lanlan Shen & Chad J. Creighton, 2024. "The DNA methylome of pediatric brain tumors appears shaped by structural variation and predicts survival," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    7. Melanie Schoof & Shweta Godbole & Thomas K. Albert & Matthias Dottermusch & Carolin Walter & Annika Ballast & Nan Qin & Marlena Baca Olivera & Carolin Göbel & Sina Neyazi & Dörthe Holdhof & Catena Kre, 2023. "Mouse models of pediatric high-grade gliomas with MYCN amplification reveal intratumoral heterogeneity and lineage signatures," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    8. Shweta Godbole & Hannah Voß & Antonia Gocke & Simon Schlumbohm & Yannis Schumann & Bojia Peng & Martin Mynarek & Stefan Rutkowski & Matthias Dottermusch & Mario M. Dorostkar & Andrey Korshunov & Thoma, 2024. "Multiomic profiling of medulloblastoma reveals subtype-specific targetable alterations at the proteome and N-glycan level," Nature Communications, Nature, vol. 15(1), pages 1-24, December.
    9. Maria Pouyiourou & Bianca N. Kraft & Timothy Wohlfromm & Michael Stahl & Boris Kubuschok & Harald Löffler & Ulrich T. Hacker & Gerdt Hübner & Lena Weiss & Michael Bitzer & Thomas Ernst & Philipp Schüt, 2023. "Nivolumab and ipilimumab in recurrent or refractory cancer of unknown primary: a phase II trial," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    10. Xi Lu & Naga Prathyusha Maturi & Malin Jarvius & Irem Yildirim & Yonglong Dang & Linxuan Zhao & Yuan Xie & E-Jean Tan & Pengwei Xing & Rolf Larsson & Mårten Fryknäs & Lene Uhrbom & Xingqi Chen, 2022. "Cell-lineage controlled epigenetic regulation in glioblastoma stem cells determines functionally distinct subgroups and predicts patient survival," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    11. Claire Vinel & Gabriel Rosser & Loredana Guglielmi & Myrianni Constantinou & Nicola Pomella & Xinyu Zhang & James R. Boot & Tania A. Jones & Thomas O. Millner & Anaelle A. Dumas & Vardhman Rakyan & Je, 2021. "Comparative epigenetic analysis of tumour initiating cells and syngeneic EPSC-derived neural stem cells in glioblastoma," Nature Communications, Nature, vol. 12(1), pages 1-20, December.
    12. Sun, Long Long & Hu, Ya Peng & Zhu, Chen Ping, 2023. "Scaling invariance in domestic passenger flight delays in the United States," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 611(C).
    13. Chirag Nepal & Jesper B. Andersen, 2023. "Alternative promoters in CpG depleted regions are prevalently associated with epigenetic misregulation of liver cancer transcriptomes," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    14. Harish N. Vasudevan & Emily Payne & Cyrille L. Delley & S. John Liu & Kanish Mirchia & Matthew J. Sale & Sydney Lastella & Maria Sacconi Nunez & Calixto-Hope G. Lucas & Charlotte D. Eaton & Tim Casey-, 2024. "Functional interactions between neurofibromatosis tumor suppressors underlie Schwann cell tumor de-differentiation and treatment resistance," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    15. Samuel Rivero-Hinojosa & Melanie Grant & Aswini Panigrahi & Huizhen Zhang & Veronika Caisova & Catherine M. Bollard & Brian R. Rood, 2021. "Proteogenomic discovery of neoantigens facilitates personalized multi-antigen targeted T cell immunotherapy for brain tumors," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    16. Marc Cicero Schubert & Stella Judith Soyka & Amr Tamimi & Emanuel Maus & Julian Schroers & Niklas Wißmann & Ekin Reyhan & Svenja Kristin Tetzlaff & Yvonne Yang & Robert Denninger & Robin Peretzke & Ca, 2024. "Deep intravital brain tumor imaging enabled by tailored three-photon microscopy and analysis," Nature Communications, Nature, vol. 15(1), pages 1-21, December.
    17. Jasmin Bartl & Marco Zanini & Flavia Bernardi & Antoine Forget & Lena Blümel & Julie Talbot & Daniel Picard & Nan Qin & Gabriele Cancila & Qingsong Gao & Soumav Nath & Idriss Mahoungou Koumba & Mariet, 2022. "The HHIP-AS1 lncRNA promotes tumorigenicity through stabilization of dynein complex 1 in human SHH-driven tumors," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    18. Rachael G. Aubin & Emma C. Troisi & Javier Montelongo & Adam N. Alghalith & Maclean P. Nasrallah & Mariarita Santi & Pablo G. Camara, 2022. "Pro-inflammatory cytokines mediate the epithelial-to-mesenchymal-like transition of pediatric posterior fossa ependymoma," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    19. Josefine Radke & Elisa Schumann & Julia Onken & Randi Koll & Güliz Acker & Bohdan Bodnar & Carolin Senger & Sascha Tierling & Markus Möbs & Peter Vajkoczy & Anna Vidal & Sandra Högler & Petra Kodajova, 2022. "Decoding molecular programs in melanoma brain metastases," Nature Communications, Nature, vol. 13(1), pages 1-24, December.
    20. Silvia Pomella & Matteo Cassandri & Lucrezia D’Archivio & Antonella Porrazzo & Cristina Cossetti & Doris Phelps & Clara Perrone & Michele Pezzella & Antonella Cardinale & Marco Wachtel & Sara Aloisi &, 2023. "MYOD-SKP2 axis boosts tumorigenesis in fusion negative rhabdomyosarcoma by preventing differentiation through p57Kip2 targeting," Nature Communications, Nature, vol. 14(1), pages 1-23, December.

    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:15:y:2024:i:1:d:10.1038_s41467-024-47943-9. 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.