Flinders Health and Medical Research Institute, Flinders University, Bedford Park, SA 5042, Australia.
Adelaide Medical School, University of Adelaide, Adelaide, SA 5000, Australia.
Genes (Basel). 2022 Jul 21;13(7):1288. doi: 10.3390/genes13071288.
The abundance of cell-free microRNA (miRNA) has been measured in blood plasma and proposed as a source of novel, minimally invasive biomarkers for several diseases. Despite improvements in quantification methods, there is no consensus regarding how haemolysis affects plasma miRNA content. We propose a method for haemolysis detection in miRNA high-throughput sequencing (HTS) data from libraries prepared using human plasma. To establish a miRNA haemolysis signature we tested differential miRNA abundance between plasma samples with known haemolysis status. Using these miRNAs with statistically significant higher abundance in our haemolysed group, we further refined the set to reveal high-confidence haemolysis association. Given our specific context, i.e., women of reproductive age, we also tested for significant differences between pregnant and non-pregnant groups. We report a novel 20-miRNA signature used to identify the presence of haemolysis in silico in HTS miRNA-sequencing data. Further, we validated the signature set using firstly an all-male cohort (prostate cancer) and secondly a mixed male and female cohort (radiographic knee osteoarthritis). Conclusion: Given the potential for haemolysis contamination, we recommend that assays for haemolysis detection become standard pre-analytical practice and provide here a simple method for haemolysis detection.
血浆中游离微小 RNA(miRNA)的丰度已被测量,并被提议作为几种疾病新型微创生物标志物的来源。尽管定量方法有所改进,但对于溶血如何影响血浆 miRNA 含量仍没有共识。我们提出了一种用于检测 miRNA 高通量测序 (HTS) 数据中溶血的方法,该方法使用人类血浆制备文库。为了建立 miRNA 溶血特征,我们测试了具有已知溶血状态的血浆样本之间差异 miRNA 的丰度。使用这些在我们的溶血组中丰度统计学上显著更高的 miRNA,我们进一步优化了该组以揭示高置信度的溶血关联。鉴于我们的具体情况,即育龄妇女,我们还测试了怀孕组和非怀孕组之间的显著差异。我们报告了一种新的 20-miRNA 特征,用于在 HTS miRNA 测序数据中识别溶血的存在。此外,我们首先使用全男性队列(前列腺癌)和其次使用男性和女性混合队列(放射学膝关节骨关节炎)验证了特征集。结论:鉴于溶血污染的可能性,我们建议将溶血检测分析作为标准的预分析实践,并在此提供一种简单的溶血检测方法。