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A multi-omic dissection of super-enhancer driven oncogenic gene expression programs in ovarian cancer

Author

Listed:
  • Michael R. Kelly

    (University of North Carolina at Chapel Hill
    University of North Carolina at Chapel Hill)

  • Kamila Wisniewska

    (University of North Carolina at Chapel Hill)

  • Matthew J. Regner

    (University of North Carolina at Chapel Hill
    University of North Carolina at Chapel Hill)

  • Michael W. Lewis

    (University of North Carolina at Chapel Hill)

  • Andrea A. Perreault

    (University of North Carolina at Chapel Hill)

  • Eric S. Davis

    (University of North Carolina at Chapel Hill)

  • Douglas H. Phanstiel

    (University of North Carolina at Chapel Hill
    University of North Carolina at Chapel Hill
    University of North Carolina at Chapel Hill)

  • Joel S. Parker

    (University of North Carolina at Chapel Hill
    University of North Carolina at Chapel Hill
    University of North Carolina at Chapel Hill)

  • Hector L. Franco

    (University of North Carolina at Chapel Hill
    University of North Carolina at Chapel Hill
    University of North Carolina at Chapel Hill)

Abstract

The human genome contains regulatory elements, such as enhancers, that are often rewired by cancer cells for the activation of genes that promote tumorigenesis and resistance to therapy. This is especially true for cancers that have little or no known driver mutations within protein coding genes, such as ovarian cancer. Herein, we utilize an integrated set of genomic and epigenomic datasets to identify clinically relevant super-enhancers that are preferentially amplified in ovarian cancer patients. We systematically probe the top 86 super-enhancers, using CRISPR-interference and CRISPR-deletion assays coupled to RNA-sequencing, to nominate two salient super-enhancers that drive proliferation and migration of cancer cells. Utilizing Hi-C, we construct chromatin interaction maps that enable the annotation of direct target genes for these super-enhancers and confirm their activity specifically within the cancer cell compartment of human tumors using single-cell genomics data. Together, our multi-omic approach examines a number of fundamental questions about how regulatory information encoded into super-enhancers drives gene expression networks that underlie the biology of ovarian cancer.

Suggested Citation

  • Michael R. Kelly & Kamila Wisniewska & Matthew J. Regner & Michael W. Lewis & Andrea A. Perreault & Eric S. Davis & Douglas H. Phanstiel & Joel S. Parker & Hector L. Franco, 2022. "A multi-omic dissection of super-enhancer driven oncogenic gene expression programs in ovarian cancer," Nature Communications, Nature, vol. 13(1), pages 1-22, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-31919-8
    DOI: 10.1038/s41467-022-31919-8
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    References listed on IDEAS

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    1. Paul A. Northcott & Catherine Lee & Thomas Zichner & Adrian M. Stütz & Serap Erkek & Daisuke Kawauchi & David J. H. Shih & Volker Hovestadt & Marc Zapatka & Dominik Sturm & David T. W. Jones & Marcel , 2014. "Enhancer hijacking activates GFI1 family oncogenes in medulloblastoma," Nature, Nature, vol. 511(7510), pages 428-434, July.
    2. Mingzhu Yin & Ying Guo & Rui Hu & Wesley L. Cai & Yao Li & Shiyao Pei & Hongyin Sun & Cong Peng & Jiali Li & Rui Ye & Qiaohong Yang & Nenghui Wang & Yongguang Tao & Xiang Chen & Qin Yan, 2020. "Potent BRD4 inhibitor suppresses cancer cell-macrophage interaction," Nature Communications, Nature, vol. 11(1), pages 1-14, December.
    3. Michael Lawrence & Wolfgang Huber & Hervé Pagès & Patrick Aboyoun & Marc Carlson & Robert Gentleman & Martin T Morgan & Vincent J Carey, 2013. "Software for Computing and Annotating Genomic Ranges," PLOS Computational Biology, Public Library of Science, vol. 9(8), pages 1-10, August.
    4. Jill E. Moore & Michael J. Purcaro & Henry E. Pratt & Charles B. Epstein & Noam Shoresh & Jessika Adrian & Trupti Kawli & Carrie A. Davis & Alexander Dobin & Rajinder Kaul & Jessica Halow & Eric L. No, 2020. "Expanded encyclopaedias of DNA elements in the human and mouse genomes," Nature, Nature, vol. 583(7818), pages 699-710, July.
    5. Rosario I. Corona & Ji-Heui Seo & Xianzhi Lin & Dennis J. Hazelett & Jessica Reddy & Marcos A. S. Fonseca & Forough Abassi & Yvonne G. Lin & Paulette Y. Mhawech-Fauceglia & Sohrab P. Shah & David G. H, 2020. "Non-coding somatic mutations converge on the PAX8 pathway in ovarian cancer," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
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