Cited by 154Prostate Cancer Treatment and ResearchChromatin Remodeling and CancerEpigenetics and DNA Methylation

Integrative epigenetic taxonomy of primary prostate cancer

Open access
Stelloo, Suzan, Nevedomskaya, Ekaterina, Kim, Yongsoo, Schuurman, Karianne, Valle-Encinas, Eider, Lobo, João, Krijgsman, Oscar, Peeper, Daniel Simon +7 more·2018·Nature Communications

Abstract

The Androgen Receptor (AR) is the key-driving transcription factor in prostate cancer, tightly controlled by epigenetic regulation. To date, most epigenetic profiling has been performed in cell lines or limited tissue samples. Here, to comprehensively study the epigenetic landscape, we perform RNA-seq with ChIP-seq for AR and histone modification marks (H3K27ac, H3K4me3, H3K27me3) in 100 primary prostate carcinomas. Integrative molecular subtyping of the five data streams revealed three major subtypes of which two were clearly TMPRSS2-ERG dictated. Importantly, we identify a third subtype with low chromatin binding and activity of AR, but with high activity of FGF and WNT signaling. While positive for neuroendocrine-hallmark genes, these tumors were copy number-neutral with low mutational burden, significantly depleted for genes characteristic of poor-outcome associated luminal B-subtype. We present a unique resource on transcriptional and epigenetic control in prostate cancer, revealing tight control of gene regulation differentially dictated by AR over three subtypes.

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References 53 · Cited by 154

Research works printed but not linked: 1

  1. [50]Shao, W., He, L. & Yu, P. S. Multiple Incomplete Views Clustering via Weighted Nonnegative Matrix Factorization with L2,1Regularization, Vol. 9284 (Springer, 2015).

Authors
Stelloo, S., Nevedomskaya, E., Kim, Y., Schuurman, K., Valle-Encinas, E., Lobo, J., Krijgsman, O., Peeper, D. S., Chang, S. L., Feng, F. Y.-C., Wessels, L. F. A., Henrique, R., Jerónimo, C., Bergman, A. M., & Zwart, W.
Affiliations
  • The Netherlands Cancer Institute (NL)
  • Universidade do Porto (PT)
  • University of California, San Francisco (US)
Corresponding author
  • Bergman, Andries Marinus
  • Zwart, Wilbert
Venue
Nature Communications
Published
2018-11-21
Volume
9
Issue
1
Pages
4900-4900
ISSN
2041-1723 (ISSN-L)
OpenAlex
W2900864487
Cited by
154
References
53
Citations by year
2026: 12 · 2025: 22 · 2024: 20 · 2023: 18 · 2022: 29 · 2021: 23 · 2020: 18 · 2019: 12
FWCI
9.98
Type
journal article
Language
en
Open access
Locations
  • Nature Communications (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Amsterdam UMC (VU Amsterdam) - Institutional Repository (publishedVersion, other-oa)
  • TU/e Research Portal (publishedVersion, other-oa)
  • TU/e Research Portal (submittedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Research Repository (Delft University of Technology) (submittedVersion, cc-by)
  • Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
  • TU/e Research Portal (submittedVersion, other-oa)
Funders
  • Movember Foundation (NKI01)
  • Nederlandse Organisatie voor Wetenschappelijk Onderzoek (016.156.401)
Topics
  • Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Prostate Cancer Treatment and Research
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Chromatin Remodeling and Cancer
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
Keywords
primary prostate cancer, androgen receptor, epigenetic regulation, histone modifications, H3K27ac, H3K4me3, H3K27me3, molecular subtyping, TMPRSS2-ERG fusion, FGF signaling, Wnt signaling, neuroendocrine prostate cancer, luminal B, chromatin binding, copy number alterations, mutational burden
MeSH terms
Aged, Carcinoma, Histones, Humans, Male, Middle Aged, Prostatic Neoplasms, Receptors, Androgen, Sequence Analysis, RNA, Epigenesis, Genetic, Epigenomics, Molecular Typing

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