High temporal resolution RNA-seq time course data reveals widespread synchronous activation between mammalian lncRNAs and neighboring protein-coding genes.
Walter MuskovicEve SlavichBen MaslenDominik C KaczorowskiJoseph CursonsEdmund J CrampinMaria KavallarisPublished in: Genome research (2022)
The advent of massively parallel sequencing revealed extensive transcription beyond protein-coding genes, identifying tens of thousands of long noncoding RNAs (lncRNAs). Selected functional examples raised the possibility that lncRNAs, as a class, may maintain broad regulatory roles. Expression of lncRNAs is strongly linked with adjacent protein-coding gene expression, suggesting potential cis -regulatory functions. A more detailed understanding of these regulatory roles may be obtained through careful examination of the precise timing of lncRNA expression relative to adjacent protein-coding genes. Despite the diversity of reported lncRNA regulatory mechanisms, where causal cis -regulatory relationships exist, lncRNA transcription is expected to precede changes in target gene expression. Using a high temporal resolution RNA-seq time course, we profiled the expression dynamics of several thousand lncRNAs and protein-coding genes in synchronized, transitioning human cells. Our findings reveal that lncRNAs are expressed synchronously with adjacent protein-coding genes. Analysis of lipopolysaccharide-activated mouse dendritic cells revealed the same temporal relationship observed in transitioning human cells. Our findings suggest broad-scale cis -regulatory roles for lncRNAs are not common. The strong association between lncRNAs and adjacent genes may instead indicate an origin as transcriptional by-products from active protein-coding gene promoters and enhancers.
Keyphrases
- genome wide identification
- transcription factor
- genome wide analysis
- rna seq
- single cell
- gene expression
- genome wide
- binding protein
- protein protein
- poor prognosis
- dendritic cells
- dna methylation
- amino acid
- network analysis
- bioinformatics analysis
- long non coding rna
- inflammatory response
- immune response
- machine learning
- single molecule
- artificial intelligence
- risk assessment
- long noncoding rna
- regulatory t cells
- heat shock