Influence of Next-Generation Sequencing and Storage Conditions on miRNA Patterns Generated from PAXgene Blood

被引:24
作者
Backes, Christina [1 ]
Leidinger, Petra [2 ]
Altmann, Gabriela [3 ]
Wuerstle, Maximilian [3 ]
Meder, Benjamin [4 ]
Galata, Valentina [1 ]
Mueller, Sabine C. [1 ]
Sickert, Daniel [3 ]
Staehler, Cord [3 ]
Meese, Eckart [2 ]
Keller, Andreas [1 ]
机构
[1] Univ Saarland, Chair Clin Bioinformat, D-66123 Saarbrucken, Germany
[2] Univ Saarland, Inst Human Genet, D-66424 Homburg, Germany
[3] Siemens AG, D-80333 Munich, Germany
[4] Univ Heidelberg Hosp, Internal Med 2, D-69120 Heidelberg, Germany
关键词
LUNG-CANCER PATIENTS; PERIPHERAL-BLOOD; MULTIPLE-SCLEROSIS; HEALTHY CONTROLS; MICRORNA; SIGNATURE; PROFILES; DISEASE; SAMPLES;
D O I
10.1021/acs.analchem.5b02043
中图分类号
O65 [分析化学];
学科分类号
070302 [分析化学];
摘要
Whole blood derived miRNA signatures determined by Next-Generation Sequencing (NGS) offer themselves as future minimally invasive biomarkers for various human diseases. The PAXgene system is a commonly used blood storage system for miRNA analysis. Central to all miRNA analyses that aim to identify disease specific miRNA signatures, is the question of stability and variability of the miRNA profiles that are generated by NGS. We characterized the influence of five different conditions on the genome wide miRNA expression pattern of human blood isolated in PAXgene RNA tubes. In detail, we analyzed 15 miRNomes from three individuals. The blood was subjected to different numbers of freeze/thaw cycles and analyzed for the influence of storage at -80 or 8 degrees C. We also determined the influence of blood collection and NGS preparations on the miRNA pattern isolated from a single individual, which has been sequenced 10 times. Here, five PAXGene tubes were consecutively collected that have been split in two replicates, representing two experimental batches. All samples were analyzed by Illumina NGS. For each sample, approximately 20 million NGS reads have been generated. Hierarchical clustering and Principal Component Analysis (PCA) showed an influence of the different conditions on the miRNA patterns. The effects of the different conditions on miRNA abundance are, however, smaller than the differences that are due to interindividual variability. We also found evidence for an influence of the NGS measurement on the miRNA pattern. Specifically, hsa-miR-1271-5p and hsa-miR-182-5p showed coefficients of variation above 100% indicating a strong influence of the NGS protocol on the abundance of these miRNAs.
引用
收藏
页码:8910 / 8916
页数:7
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