Phospho-RNA-seq: a modified small RNA-seq method that reveals circulating mRNA and lncRNA fragments as potential biomarkers in human plasma.
Maria D GiraldezRyan M SpenglerAlton EtheridgeAnnika J GoicocheaMissy TuckSung Won ChoiDavid J GalasMuneesh TewariPublished in: The EMBO journal (2019)
Extracellular RNAs (exRNAs) in biofluids have attracted great interest as potential biomarkers. Although extracellular microRNAs in blood plasma are extensively characterized, extracellular messenger RNA (mRNA) and long non-coding RNA (lncRNA) studies are limited. We report that plasma contains fragmented mRNAs and lncRNAs that are missed by standard small RNA-seq protocols due to lack of 5' phosphate or presence of 3' phosphate. These fragments were revealed using a modified protocol ("phospho-RNA-seq") incorporating RNA treatment with T4-polynucleotide kinase, which we compared with standard small RNA-seq for sequencing synthetic RNAs with varied 5' and 3' ends, as well as human plasma exRNA Analyzing phospho-RNA-seq data using a custom, high-stringency bioinformatic pipeline, we identified mRNA/lncRNA transcriptome fingerprints in plasma, including tissue-specific gene sets. In a longitudinal study of hematopoietic stem cell transplant patients, bone marrow- and liver-enriched exRNA genes were tracked with bone marrow recovery and liver injury, respectively, providing proof-of-concept validation as a biomarker approach. By enabling access to an unexplored realm of mRNA and lncRNA fragments, phospho-RNA-seq opens up new possibilities for plasma transcriptomic biomarker development.
Keyphrases
- rna seq
- single cell
- long non coding rna
- bone marrow
- liver injury
- poor prognosis
- drug induced
- mesenchymal stem cells
- end stage renal disease
- randomized controlled trial
- hematopoietic stem cell
- long noncoding rna
- genome wide
- multidrug resistant
- newly diagnosed
- prognostic factors
- chronic kidney disease
- genome wide analysis
- replacement therapy
- smoking cessation
- artificial intelligence
- machine learning
- patient reported outcomes
- electronic health record
- dna methylation
- clinical evaluation