The Extracellular RNA Quality Control (exRNAQC) study (phase 1)

ABSTRACT: The use of blood-based extracellular RNA (exRNA) as clinical biomarker requires the implementation of a validated procedure for sample collection, processing and profiling. So far, no study has systematically addressed the pre-analytical variables affecting transcriptome analysis of exRNAs. In the exRNAQC study, we evaluated 10 blood collection tubes, 3 time points between blood draw and downstream processing, and 8 RNA purification methods using the supplier-specified minimum and maximum biofluid input volumes. The impact of these pre-analytics is assessed by deep transcriptome profiling of both small and messenger RNA from healthy donors' plasma or serum. Experiments are conducted in triplicate (for a total of 276 transcriptomes) using 189 synthetic spike-in RNAs as processing controls. When comparing blood tubes, so-called blood preservation tubes do not stabilize RNA very well, as is reflected by increasing RNA concentration and number of detected genes over time, and by compromised reproducibility. We also document large differences in RNA purification kit performance in terms of sensitivity, reproducibility, and observed transcriptome complexity. Our results are summarized in 11 performance metrics that enable an informed selection of the most optimal sample processing workflow for your own experiments. In conclusion, we put forward robust quality control metrics for exRNA quantification methods with validated standard operating procedures (SOPs) for processing, representing paramount groundwork for future exRNA-based precision medicine applications. More project info on bioRxiv (manuscript title: Performance of RNA purification kits and blood collection tubes in the Extracellular RNA Quality Control (exRNAQC) study) and https://oncornalab.ugent.be/project/exrnaqc/

PROVIDER: EGAS00001005263 | EGA |

REPOSITORIES: EGA