title: High Throughput qPCR Expression Profiling of Circulating MicroRNAs Reveals Minimal Sex- and Sample Timing-Related Variation in Plasma of Healthy Volunteers.
abstract: MicroRNAs are a class of small non-coding RNA that regulate gene expression at a post-transcriptional level. MicroRNAs have been identified in various body fluids under normal conditions and their stability as well as their dysregulation in disease opens up a new field for biomarker study. However, diurnal and day-to-day variation in plasma microRNA levels, and differential regulation between males and females, may affect biomarker stability. A QuantStudio 12K Flex Real-Time PCR System was used to profile plasma microRNA levels using OpenArray in male and female healthy volunteers, in the morning and afternoon, and at four time points over a one month period. Using this system we were able to run four OpenArray plates in a single run, the equivalent of 32 traditional 384-well qPCR plates or 12,000 data points. Up to 754 microRNAs can be identified in a single plasma sample in under two hours. 108 individual microRNAs were identified in at least 80% of all our samples which compares favourably with other reports of microRNA profiles in serum or plasma in healthy adults. Many of these microRNAs, including miR-16-5p, miR-17-5p, miR-19a-3p, miR-24-3p, miR-30c-5p, miR-191-5p, miR-223-3p and miR-451a are highly expressed and consistent with previous studies using other platforms. Overall, microRNA levels were very consistent between individuals, males and females, and time points and we did not detect significant differences in levels of microRNAs. These results suggest the suitability of this platform for microRNA profiling and biomarker discovery and suggest minimal confounding influence of sex or sample timing. However, the platform has not been subjected to rigorous validation which must be demonstrated in future biomarker studies where large differences may exist between disease and control samples.
authors.affiliation: Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland, Dublin, Ireland.
authors.forename: Catherine
authors.initials: C
authors.lastname: Mooney
authors.affiliation: Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland, Dublin, Ireland.|Department of Anatomy, Mosul Medical College, Mosul, Iraq.
authors.forename: Rana
authors.initials: R
authors.lastname: Raoof
authors.affiliation: Department of Neurology, Beaumont Hospital, Dublin, Ireland.
authors.forename: Hany
authors.initials: H
authors.lastname: El-Naggar
authors.affiliation: Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland, Dublin, Ireland.
authors.forename: Amaya
authors.initials: A
authors.lastname: Sanz-Rodriguez
authors.affiliation: Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland, Dublin, Ireland.
authors.forename: Eva M
authors.initials: EM
authors.lastname: Jimenez-Mateos
authors.affiliation: Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland, Dublin, Ireland.
authors.forename: David C
authors.initials: DC
authors.lastname: Henshall
mesh_terms: D000328:Adult; D015415:Biomarkers / Q000097:blood*; D002940:Circadian Rhythm / Q000235:genetics*; D005260:Female; D020869:Gene Expression Profiling; D015972:Gene Expression Regulation, Neoplastic; D064368:Healthy Volunteers; D057166:High-Throughput Screening Assays; D006801:Humans; D008297:Male; D035683:MicroRNAs / Q000097:blood / Q000235:genetics*; D060888:Real-Time Polymerase Chain Reaction / Q000379:methods*; D015203:Reproducibility of Results; D020133:Reverse Transcriptase Polymerase Chain Reaction; D012737:Sex Factors; D013997:Time Factors
chemical_list: D015415:Biomarkers; D035683:MicroRNAs