Single-cell profiling of lncRNA expression during Ebola virus infection in rhesus macaques.
Luisa SantusMaria Sopena-RiosRaquel García-PérezAaron E LinGordon C AdamsKayla G BarnesKatherine J SiddleShirlee WohlFerran ReverterJohn L RinnRichard S BennettLisa E HensleyPardis C SabetiMarta MeléPublished in: Nature communications (2023)
Long non-coding RNAs (lncRNAs) are involved in numerous biological processes and are pivotal mediators of the immune response, yet little is known about their properties at the single-cell level. Here, we generate a multi-tissue bulk RNAseq dataset from Ebola virus (EBOV) infected and not-infected rhesus macaques and identified 3979 novel lncRNAs. To profile lncRNA expression dynamics in immune circulating single-cells during EBOV infection, we design a metric, Upsilon, to estimate cell-type specificity. Our analysis reveals that lncRNAs are expressed in fewer cells than protein-coding genes, but they are not expressed at lower levels nor are they more cell-type specific when expressed in the same number of cells. In addition, we observe that lncRNAs exhibit similar changes in expression patterns to those of protein-coding genes during EBOV infection, and are often co-expressed with known immune regulators. A few lncRNAs change expression specifically upon EBOV entry in the cell. This study sheds light on the differential features of lncRNAs and protein-coding genes and paves the way for future single-cell lncRNA studies.
Keyphrases
- single cell
- poor prognosis
- long non coding rna
- genome wide identification
- induced apoptosis
- genome wide analysis
- rna seq
- binding protein
- cell cycle arrest
- network analysis
- immune response
- genome wide
- high throughput
- transcription factor
- endoplasmic reticulum stress
- cell death
- oxidative stress
- long noncoding rna
- small molecule
- dna methylation
- cell therapy
- inflammatory response
- current status
- pi k akt