FACER: Comprehensive molecular and functional characterization of epigenetic chromatin regulators

Jianping Lu, Juan Xu, Junyi Li, Tao Pan, Jing Bai, Liqiang Wang, Xiyun Jin, Xiaoyu Lin, Yunpeng Zhang, Yongsheng Li, Xia Li, Nidhi Sahni

Research output: Contribution to journalArticlepeer-review

53 Scopus citations

Abstract

Epigenetic alterations, a well-recognized cancer hallmark, are driven by chromatin regulators (CRs). However, little is known about the extent of CR deregulation in cancer, and less is known about their common and specialized roles across various cancers. Here, we performed genome-wide analyses and constructed molecular signatures and network profiles of functional CRs in over 10 000 tumors across 33 cancer types. By integration of DNA mutation, genome-wide methylation, transcriptional/post-transcriptional regulation, and protein interaction networks with clinical outcomes, we identified CRs associated with cancer subtypes and clinical prognosis as potential oncogenic drivers. Comparative network analysis revealed principles of CR regulatory specificity and functionality. In addition, we identified common and specific CRs by assessing their prevalence across cancer types. Common CRs tend to be histone modifiers and chromatin remodelers with fundamental roles, whereas specialized CRs are involved in context-dependent functions. Finally, we have made a user-friendly web interface-FACER (Functional Atlas of Chromatin Epigenetic Regulators) available for exploring clinically relevant CRs for the development of CR biomarkers and therapeutic targets. Our integrative analysis reveals specific determinants of CRs across cancer types and presents a resource for investigating disease-associated CRs.

Original languageEnglish (US)
Pages (from-to)10019-10033
Number of pages15
JournalNucleic acids research
Volume46
Issue number19
DOIs
StatePublished - Nov 2 2018

ASJC Scopus subject areas

  • Genetics

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