Scientific ReportsMolecular BiologyPeer-reviewed journal article
Performance assessment of total RNA sequencing of human biofluids and extracellular vesicles
Celine EveraertiD, Hetty Hilde HelsmoorteliD, Anneleen DecockiD, Eva HulstaertiD, Ruben Van PaemeliD, Kimberly VerniersiD, Justine NuytensiD, Jasper AnckaertiD, Nele NijsiD, Joeri TulkensiD, Bert DhondtiD, An HendrixiD, Pieter MestdaghiD, Jo VandesompeleiD
Abstract
RNA profiling has emerged as a powerful tool to investigate the biomarker potential of human biofluids. However, despite enormous interest in extracellular nucleic acids, RNA sequencing methods to quantify the total RNA content outside cells are rare. Here, we evaluate the performance of the SMARTer Stranded Total RNA-Seq method in human platelet-rich plasma, platelet-free plasma, urine, conditioned medium, and extracellular vesicles (EVs) from these biofluids. We found the method to be accurate, precise, compatible with low-input volumes and able to quantify a few thousand genes. We picked up distinct classes of RNA molecules, including mRNA, lncRNA, circRNA, miscRNA and pseudogenes. Notably, the read distribution and gene content drastically differ among biofluids. In conclusion, we are the first to show that the SMARTer method can be used for unbiased unraveling of the complete transcriptome of a wide range of biofluids and their extracellular vesicles.
- organism: human
- assay: bulk RNA-seq
- research focus: benchmarking
- research focus: variant calling
- research focus: gene regulatory network inference
- research focus: differential expression
- approach: statistical model
- Citations
- 70
- FWCI
- 3.23
- Field percentile
- top 6%
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