Identification of extracellular miRNA in archived serum samples by next-generation sequencing from RNA extracted using multiple methods

被引:33
作者
Gautam, Aarti [1 ]
Kumar, Raina [2 ]
Dimitrov, George [2 ]
Hoke, Allison [3 ]
Hammamieh, Rasha [1 ]
Jett, Marti [1 ]
机构
[1] US Army Ctr Environm Hlth Res, 568 Doughten Dr, Ft Detrick, MD 21702 USA
[2] Leidos Biomed Inc, Adv Biomed Comp Ctr, Frederick Natl Lab Canc Res, Frederick, MD 21702 USA
[3] US Army Ctr Environm Hlth Res, Geneva Fdn, Ft Detrick, MD 21702 USA
关键词
DoDSR; miRNA; Next-generation sequencing; Serum; Data analysis; CIRCULATING MICRORNA; MICROARRAY; EXPRESSION; MIRBASE; CANCER; BIOMARKERS; PLASMA;
D O I
10.1007/s11033-016-4043-6
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
miRNAs act as important regulators of gene expression by promoting mRNA degradation or by attenuating protein translation. Since miRNAs are stably expressed in bodily fluids, there is growing interest in profiling these miRNAs, as it is minimally invasive and cost-effective as a diagnostic matrix. A technical hurdle in studying miRNA dynamics is the ability to reliably extract miRNA as small sample volumes and low RNA abundance create challenges for extraction and downstream applications. The purpose of this study was to develop a pipeline for the recovery of miRNA using small volumes of archived serum samples. The RNA was extracted employing several widely utilized RNA isolation kits/methods with and without addition of a carrier. The small RNA library preparation was carried out using Illumina TruSeq small RNA kit and sequencing was carried out using Illumina platform. A fraction of five microliters of total RNA was used for library preparation as quantification is below the detection limit. We were able to profile miRNA levels in serum from all the methods tested. We found out that addition of nucleic acid based carrier molecules had higher numbers of processed reads but it did not enhance the mapping of any miRBase annotated sequences. However, some of the extraction procedures offer certain advantages: RNA extracted by TRIzol seemed to align to the miRBase best; extractions using TRIzol with carrier yielded higher miRNA-to-small RNA ratios. Nuclease free glycogen can be carrier of choice for miRNA sequencing. Our findings illustrate that miRNA extraction and quantification is influenced by the choice of methodologies. Addition of nucleic acid- based carrier molecules during extraction procedure is not a good choice when assaying miRNA using sequencing. The careful selection of an extraction method permits the archived serum samples to become valuable resources for high-throughput applications.
引用
收藏
页码:1165 / 1178
页数:14
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