The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.
Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Genes (Basel). 2023 Jan 4;14(1):142. doi: 10.3390/genes14010142.
Peripheral blood mononuclear cells (PBMCs) are widely used as a model in the study of different human diseases. There is often a time delay from blood collection to PBMC isolation during the sampling process, which can result in an experimental bias, particularly when performing single cell RNA-seq (scRNAseq) studies.
This study examined the impact of different time periods from blood draw to PBMC isolation on the subsequent transcriptome profiling of different cell types in PBMCs by scRNAseq using the 10X Chromium Single Cell Gene Expression assay.
Examining the five major cell types constituting the PBMC cell population, i.e., CD4+ T cells, CD8+ T cells, NK cells, monocytes, and B cells, both common changes and cell-type-specific changes were observed in the single cell transcriptome profiling over time. In particular, the upregulation of genes regulated by NF-kB in response to TNF was observed in all five cell types. Significant changes in key genes involved in AP-1 signaling were also observed. RBC contamination was a major issue in stored blood, whereas RBC adherence had no direct impact on the cell transcriptome.
Significant transcriptome changes were observed across different PBMC cell types as a factor of time from blood draw to PBMC isolation and as a consequence of blood storage. This should be kept in mind when interpreting experimental results.
外周血单核细胞(PBMCs)广泛用作研究不同人类疾病的模型。在采样过程中,从采血到 PBMC 分离通常存在时间延迟,这可能导致实验偏差,特别是在进行单细胞 RNA 测序(scRNAseq)研究时。
本研究使用 10X Chromium 单细胞基因表达分析,通过 scRNAseq 检查了从采血到 PBMC 分离的不同时间对 PBMC 中不同细胞类型随后的转录组谱分析的影响。
检查构成 PBMC 细胞群的五种主要细胞类型,即 CD4+ T 细胞、CD8+ T 细胞、NK 细胞、单核细胞和 B 细胞,随着时间的推移,在单细胞转录组谱中观察到共同变化和细胞类型特异性变化。特别是,在所有五种细胞类型中观察到 NF-kB 调节的基因对 TNF 的上调。还观察到参与 AP-1 信号的关键基因的显著变化。红细胞(RBC)污染是储存血液中的主要问题,而 RBC 黏附对细胞转录组没有直接影响。
作为从采血到 PBMC 分离的时间因素以及血液储存的结果,在不同的 PBMC 细胞类型中观察到显著的转录组变化。在解释实验结果时应牢记这一点。