Pan-cancer transcriptome analysis reveals long noncoding RNAs with conserved function

RNA Biol. 2015;12(6):628-42. doi: 10.1080/15476286.2015.1038012.

Abstract

A growing number of gene-centric studies have highlighted the emerging significance of lncRNAs in cancer. However, these studies primarily focus on a single cancer type. Therefore, we conducted a pan-cancer analysis of lncRNAs comparing tumor and matched normal expression levels using RNA-Seq data from ∼ 3,000 patients in 8 solid tumor types. While the majority of differentially expressed lncRNAs display tissue-specific expression we discovered 229 lncRNAs with outlier or differential expression across multiple cancers, which we refer to as 'onco-lncRNAs'. Due to their consistent altered expression, we hypothesize that these onco-lncRNAs may have conserved oncogenic and tumor suppressive functions across cancers. To address this, we associated the onco-lncRNAs in biological processes based on their co-expressed protein coding genes. To validate our predictions, we experimentally confirmed cell growth dependence of 2 novel oncogenic lncRNAs, onco-lncRNA-3 and onco-lncRNA-12, and a previously identified lncRNA CCAT1. Overall, we discovered lncRNAs that may have broad oncogenic and tumor suppressor roles that could significantly advance our understanding of cancer lncRNA biology.

Keywords: Cancer genomics; bioinformatics; lncRNA; transcriptome.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Cell Line, Tumor
  • Databases, Nucleic Acid
  • Gene Expression Profiling*
  • Humans
  • Neoplasms / metabolism*
  • RNA, Long Noncoding / metabolism*

Substances

  • CCAT1 long noncoding RNA, human
  • RNA, Long Noncoding
  • onco-lncRNA-12, human
  • onco-lncRNA-3, human