Abstract
Although circulating miRNAs are promising candidates for biomarkers, several challenges must be overcome before miRNAs can be used for diagnosis and monitoring. One is quality control for the RNA extraction and quantification process. RNA quality control techniques are unsuitable as circulating miRNAs are in the fM range. Additionally, biofluids may contain inhibitors of the reverse transcriptase and polymerase enzymes, which may survive RNA purification. Herein, we describe the protocol we have used to check the robustness of miRNA purification and measurement by the addition of spike-ins and by evaluating the quality of the qPCR data, respectively.
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References
Jarry J, Schadendorf D, Greenwood C, Spatz A, van Kempen LC (2014) The validity of circulating microRNAs in oncology: five years of challenges and contradictions. Mol Oncol 8:819–829
Tiberio P, Callari M, Angeloni V, Daidone MG, Appierto V (2015) Challenges in using circulating miRNAs as cancer biomarkers. Biomed Res Int 2015:731479
Brunet-Vega A, Pericay C, Quilez ME, Ramirez-Lazaro MJ, Calvet X et al (2015) Data on individual PCR efficiency values as quality control for circulating miRNAs. Data Brief 5:321–326
Brunet-Vega A, Pericay C, Quilez ME, Ramirez-Lazaro MJ, Calvet X et al (2015) Variability in microRNA recovery from plasma: comparison of five commercial kits. Anal Biochem 488:28–35
Pfaffl M (2004) In: Bustin SA (ed) Quantification strategies in real-time PCR. In A–Z of Quantitative PCR. International University Line, La Jolla, pp 89–113
Ruijter JM, Ramakers C, Hoogaars WM, Karlen Y, Bakker O et al (2009) Amplification efficiency: linking baseline and bias in the analysis of quantitative PCR data. Nucleic Acids Res 37:e45
Livak KJ, Schmittgen TD (2001) Analysis of relative gene expression data using real-time quantitative PCR and the 2(−Delta Delta C(T)) method. Methods 25:402–408
Lefever S, Hellemans J, Pattyn F, Przybylski DR, Taylor C et al (2009) RDML: structured language and reporting guidelines for real-time quantitative PCR data. Nucleic Acids Res 37:2065–2069
Ruijter JM, Lefever S, Anckaert J, Hellemans J, Pfaffl MW et al (2015) RDML-ninja and RDMLdb for standardized exchange of qPCR data. BMC Bioinformatics 16:197
Nielsen H (2011) Working with RNA. Methods Mol Biol 703:15–28
Mestdagh P, Hartmann N, Baeriswyl L, Andreasen D, Bernard N et al (2014) Evaluation of quantitative miRNA expression platforms in the microRNA quality control (miRQC) study. Nat Methods 11:809–815
Johnson G, Nour AA, Nolan T, Huggett J, Bustin S (2014) Minimum information necessary for quantitative real-time PCR experiments. Methods Mol Biol 1160:5–17
Freeman WM, Walker SJ, Vrana KE (1999) Quantitative RT-PCR: pitfalls and potential. BioTechniques 26(112–122):124–115
Heegaard NHH, Carlsen AL; Skovgaard, K; Heegaard, PMH. (2015) Circulating extracellular microRNA in systemic autoimmunity. In: Igaz P eds. Circulating microRNAs in disease diagnostics and their potential biological relevance. Springer Basel
Acknowledgments
This study was supported by grant 1007/C/2013 from the Marató de TV3 (http://www.tv3.cat/marato/en/#), by grant PI12/01802 from Proyectos de Investigación en Salud, Instituto de Salud Carlos III (http://www.eng.isciii.es/ISCIII/es/general/index.shtml), and by grant CIR2011040 from the Fundació Parc Taulí (CIR2011040, http://www.tauli.cat/tauli/en/Fpt/fpt.htm). CIBERehd is funded by the Instituto de Salud Carlos III.
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Brunet-Vega, A., Quílez, M.E., Ramírez-Lázaro, M.J., Lario, S. (2018). Application of Individual qPCR Performance Parameters for Quality Control of Circulating MicroRNA Data. In: Wu, W. (eds) MicroRNA and Cancer. Methods in Molecular Biology, vol 1699. Humana Press, New York, NY. https://doi.org/10.1007/978-1-4939-7435-1_14
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DOI: https://doi.org/10.1007/978-1-4939-7435-1_14
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