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Chromatin accessibility maps of chronic lymphocytic leukaemia identify subtype-specific epigenome signatures and transcription regulatory networks

Author

Listed:
  • André F. Rendeiro

    (CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences)

  • Christian Schmidl

    (CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences)

  • Jonathan C. Strefford

    (Faculty of Medicine, Cancer Sciences, University of Southampton)

  • Renata Walewska

    (Royal Bournemouth Hospital)

  • Zadie Davis

    (Royal Bournemouth Hospital)

  • Matthias Farlik

    (CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences)

  • David Oscier

    (Royal Bournemouth Hospital)

  • Christoph Bock

    (CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences
    Medical University of Vienna
    Max Planck Institute for Informatics)

Abstract

Chronic lymphocytic leukaemia (CLL) is characterized by substantial clinical heterogeneity, despite relatively few genetic alterations. To provide a basis for studying epigenome deregulation in CLL, here we present genome-wide chromatin accessibility maps for 88 CLL samples from 55 patients measured by the ATAC-seq assay. We also performed ChIPmentation and RNA-seq profiling for ten representative samples. Based on the resulting data set, we devised and applied a bioinformatic method that links chromatin profiles to clinical annotations. Our analysis identified sample-specific variation on top of a shared core of CLL regulatory regions. IGHV mutation status—which distinguishes the two major subtypes of CLL—was accurately predicted by the chromatin profiles and gene regulatory networks inferred for IGHV-mutated versus IGHV-unmutated samples identified characteristic differences between these two disease subtypes. In summary, we discovered widespread heterogeneity in the chromatin landscape of CLL, established a community resource for studying epigenome deregulation in leukaemia and demonstrated the feasibility of large-scale chromatin accessibility mapping in cancer cohorts and clinical research.

Suggested Citation

  • André F. Rendeiro & Christian Schmidl & Jonathan C. Strefford & Renata Walewska & Zadie Davis & Matthias Farlik & David Oscier & Christoph Bock, 2016. "Chromatin accessibility maps of chronic lymphocytic leukaemia identify subtype-specific epigenome signatures and transcription regulatory networks," Nature Communications, Nature, vol. 7(1), pages 1-12, September.
  • Handle: RePEc:nat:natcom:v:7:y:2016:i:1:d:10.1038_ncomms11938
    DOI: 10.1038/ncomms11938
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    Cited by:

    1. Katharina T. Schmid & Barbara Höllbacher & Cristiana Cruceanu & Anika Böttcher & Heiko Lickert & Elisabeth B. Binder & Fabian J. Theis & Matthias Heinig, 2021. "scPower accelerates and optimizes the design of multi-sample single cell transcriptomic studies," Nature Communications, Nature, vol. 12(1), pages 1-18, December.
    2. Han Wang & Huiying Sun & Bilin Liang & Fang Zhang & Fan Yang & Bowen Cui & Lixia Ding & Xiang Wang & Ronghua Wang & Jiaoyang Cai & Yanjing Tang & Jianan Rao & Wenting Hu & Shuang Zhao & Wenyan Wu & Xi, 2023. "Chromatin accessibility landscape of relapsed pediatric B-lineage acute lymphoblastic leukemia," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    3. Zachary A. Hing & Janek S. Walker & Ethan C. Whipp & Lindsey Brinton & Matthew Cannon & Pu Zhang & Steven Sher & Casey B. Cempre & Fiona Brown & Porsha L. Smith & Claudio Agostinelli & Stefano A. Pile, 2023. "Dysregulation of PRMT5 in chronic lymphocytic leukemia promotes progression with high risk of Richter’s transformation," Nature Communications, Nature, vol. 14(1), pages 1-21, December.

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