TY - JOUR
T1 - Pan-cancer transcriptome analysis reveals long noncoding RNAs with conserved function
AU - Cabanski, Christopher R.
AU - White, Nicole M.
AU - Dang, Ha X.
AU - Silva-Fisher, Jessica M.
AU - Rauck, Corinne E.
AU - Cicka, Danielle
AU - Maher, Christopher A.
N1 - Publisher Copyright:
© 2015 The Author(s). Published with license by Taylor & Francis Group, LLC.
PY - 2015/1/1
Y1 - 2015/1/1
N2 - 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.
AB - 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.
KW - Bioinformatics
KW - Cancer genomics
KW - LncRNA
KW - Transcriptome
UR - http://www.scopus.com/inward/record.url?scp=84944687965&partnerID=8YFLogxK
U2 - 10.1080/15476286.2015.1038012
DO - 10.1080/15476286.2015.1038012
M3 - Article
C2 - 25864709
AN - SCOPUS:84944687965
SN - 1547-6286
VL - 12
SP - 628
EP - 642
JO - RNA Biology
JF - RNA Biology
IS - 6
ER -