Proceedings of the National Academy of Sciences · 2018 · 155 citations · 40 references
Life SciencesBiomedical SciencesMolecular BiologyGene ExpressionGenomicsNucleic Acid BiochemistryBiomarker DevelopmentGenomic ProfilingRna Quality ControlCirculating BiomarkersCirculating MicrornasCirculating Nucleic Acid IsolationCirculating Rna BiomarkersDisease BiomarkersExtracellular Noncoding Rna ProfilingIsolation
Circulating extracellular RNAs (exRNAs) have the potential to serve as biomarkers for a wide range of medical conditions. However, limitations in existing exRNA isolation methods and a lack of knowledge on parameters affecting exRNA variability in human samples may hinder their successful discovery and clinical implementation. Using combinations of denaturants, reducing agents, proteolysis, and revised organic extraction, we developed an automated, high-throughput approach for recovery of exRNAs and exDNA from the same biofluid sample. We applied this method to characterize exRNAs from 312 plasma and serum samples collected from 13 healthy volunteers at 12 time points over a 2-month period. Small RNA cDNA library sequencing identified nearly twofold increased epithelial-, muscle-, and neuroendocrine-cell-specific miRNAs in females, while fasting and hormonal cycle showed little effect. External standardization helped to detect quantitative differences in erythrocyte and platelet-specific miRNA contributions and in miRNA concentrations between biofluids. It also helped to identify a study participant with a unique exRNA phenotype featuring a miRNA signature of up to 20-fold elevated endocrine-cell-specific miRNAs and twofold elevated total miRNA concentrations stable for over 1 year. Collectively, these results demonstrate an efficient and quantitative method to discern exRNA phenotypes and suggest that plasma and serum RNA profiles are stable over months and can be routinely monitored in long-term clinical studies.
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Comparing Individual Means in the Analysis of Variance
John W. Tukey · Biometrics · 1949 · 4.1K citations
A Mammalian microRNA Expression Atlas Based on Small RNA Library Sequencing
Pablo Landgraf, Mirabela Rusu, Robert P. Sheridan et al. · Cell · 2007 · 3.7K citations · Full text