Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridgeshire, CB10 1SA, UK.
European Molecular Biology Laboratory - European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridgeshire, CB10 1SD, UK.
Genome Biol. 2019 Dec 31;21(1):1. doi: 10.1186/s13059-019-1906-x.
The Human Cell Atlas is a large international collaborative effort to map all cell types of the human body. Single-cell RNA sequencing can generate high-quality data for the delivery of such an atlas. However, delays between fresh sample collection and processing may lead to poor data and difficulties in experimental design.
This study assesses the effect of cold storage on fresh healthy spleen, esophagus, and lung from ≥ 5 donors over 72 h. We collect 240,000 high-quality single-cell transcriptomes with detailed cell type annotations and whole genome sequences of donors, enabling future eQTL studies. Our data provide a valuable resource for the study of these 3 organs and will allow cross-organ comparison of cell types. We see little effect of cold ischemic time on cell yield, total number of reads per cell, and other quality control metrics in any of the tissues within the first 24 h. However, we observe a decrease in the proportions of lung T cells at 72 h, higher percentage of mitochondrial reads, and increased contamination by background ambient RNA reads in the 72-h samples in the spleen, which is cell type specific.
In conclusion, we present robust protocols for tissue preservation for up to 24 h prior to scRNA-seq analysis. This greatly facilitates the logistics of sample collection for Human Cell Atlas or clinical studies since it increases the time frames for sample processing.
人类细胞图谱是一项大型国际合作计划,旨在绘制人体所有细胞类型图谱。单细胞 RNA 测序可以为生成此类图谱提供高质量的数据。然而,新鲜样本采集与处理之间的延迟可能会导致数据质量差和实验设计困难。
本研究评估了冷藏对≥5 位供体新鲜健康的脾脏、食管和肺组织在 72 小时以上的影响。我们收集了 24 万个具有详细细胞类型注释和供体全基因组序列的高质量单细胞转录组数据,这为未来的 eQTL 研究提供了条件。我们的数据为这 3 个器官的研究提供了有价值的资源,并将允许对细胞类型进行跨器官比较。在最初的 24 小时内,我们观察到在任何组织中,冷缺血时间对细胞产量、每个细胞的总读数数和其他质量控制指标的影响都很小。然而,我们观察到在 72 小时时,肺 T 细胞的比例下降,脾脏中背景环境 RNA 读数的线粒体读取百分比增加,污染增加,这种情况在特定细胞类型中存在。
总之,我们提出了在进行单细胞 RNA-seq 分析之前对组织进行长达 24 小时保存的稳健方案。这极大地促进了人类细胞图谱或临床研究的样本采集的后勤工作,因为它增加了样本处理的时间框架。