School of Future Technology, University of Chinese Academy of Sciences, Beijing, China.
BGI-Shenzhen, Shenzhen, 518083, China.
Mol Biol Rep. 2021 Apr;48(4):3059-3068. doi: 10.1007/s11033-021-06382-1. Epub 2021 Apr 30.
The expression of human and microbial genes serves as biomarkers for disease and health. Blood RNA is an important biological resource for precision medicine and translational medicine. However, few studies have assessed the human transcriptome profiles and microbial communities composition and diversity of peripheral blood from different cell isolation methods, which could affect the reproducibility of researches. We collected peripheral blood from three healthy donors and processed it immediately. We used RNA sequencing to investigate the effect of three leukocyte isolation methods including buffy coat (BC) extraction, red blood cell (RBC) lysis and peripheral blood mononuclear cell (PBMC) isolation with the comparison with whole blood (WB), through analyzing the sensitivity of gene detection, the whole transcriptome profiling and microbial composition and diversity. Our data showed that BC extraction with high globin mRNA mapping rate had similar transcriptome profiles with WB, while RBC lysis and PBMC isolation depleted RBCs effectively. With the efficient depletion of RBC and distinct compositions of leukocyte subsets, RNA-seq of RBC lysis and PBMC isolation uniquely detected genes from specific cell types, like granulocytes and NK cells. In addition, we observed that the microbial composition and diversity were more affected by individuals than isolation methods. Our results showed that blood cell isolations could largely influence the sensitivity of detection of human genes and transcriptome profile.
人类和微生物基因的表达可以作为疾病和健康的生物标志物。血液 RNA 是精准医学和转化医学的重要生物资源。然而,很少有研究评估过不同细胞分离方法的外周血中的人类转录组谱和微生物群落组成和多样性,而这些可能会影响研究的可重复性。我们收集了来自 3 名健康供体的外周血并立即进行处理。我们使用 RNA 测序来研究三种白细胞分离方法(包括血涂片提取、红细胞裂解和外周血单核细胞分离)对全血(WB)的影响,通过分析基因检测的敏感性、全转录组谱以及微生物组成和多样性来进行比较。我们的数据表明,具有高珠蛋白 mRNA 映射率的血涂片提取与 WB 具有相似的转录组谱,而红细胞裂解和 PBMC 分离有效地耗尽了 RBC。通过有效去除 RBC 以及白细胞亚群的独特组成,红细胞裂解和 PBMC 分离的 RNA-seq 可以独特地检测到特定细胞类型(如粒细胞和 NK 细胞)的基因。此外,我们观察到微生物的组成和多样性受个体影响大于分离方法。我们的结果表明,血细胞分离会极大地影响人类基因和转录组谱的检测灵敏度。