Abstract
Background 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. Despite this, there has not yet been a systematic assessment of the effect of cold storage time on the quality of scRNAseq
Results This study assessed the effect of cold storage on fresh healthy spleen, oesophagus and lung from ≥5 donors over 72 hours. We collected 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 three organs and will allow cross-organ comparison of cell types.
We see little effect of cold ischaemic time on cell viability, yield, total number of reads per cell and other quality control metrics in any of the tissues within the first 24 hours. However, we observed higher percentage of mitochondrial reads, indicative of cellular stress, and increased contamination by background “ambient RNA” reads in the 72h samples in spleen, which is cell type specific.
Conclusions In conclusion, we present robust protocols for tissue preservation for up to 24 hours prior to scRNAseq 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.
Footnotes
em17{at}sanger.ac.uk, aw24{at}sanger.ac.uk, rjudicemiragaia{at}gmail.com, ks10014{at}cam.ac.uk, ktam2{at}cam.ac.uk, ng395{at}cam.ac.uk, pippa.m.harding{at}gmail.com, kp9{at}sanger.ac.uk, kpn25{at}mrc-cu.cam.ac.uk, rcf29{at}mrc-cu.cam.ac.uk, kevinloudon{at}doctors.org.uk, jrf58{at}cam.ac.uk, mrc38{at}medschl.cam.ac.uk. anthitsingene{at}gmail.com, svd{at}sanger.ac.uk, md18{at}sanger.ac.uk, mp20{at}sanger.ac.uk, mjt.stubbington{at}gmail.com, st9{at}sanger.ac.uk, stegle{at}ebi.ac.uk
https://prod.data.humancellatlas.org/explore/projects/c4077b3c-5c98-4d26-a614-246d12c2e5d7
Abbreviations
- eQTL
- Expression quantitative trait loci
- scRNAseq
- Single cell RNA sequencing
- HCA
- Human Cell Atlas
- DMSO
- Dimethyl sulfoxide
- GTEx
- Genotype-Tissue Expression
- CBTM
- Cambridge Biorepository for Translational Medicine
- DCD
- Donation after cardiac death
- DBD
- Donation after brainstem death
- UW
- University of Wisconsin
- NRP
- Normothermic regional perfusion
- PCR
- Polymerase chain reaction
- RNA
- Ribonucleic acid
- DNA
- Deoxyribonucleic acid
- PBS
- Phosphate buffered saline
- BSA
- Bovine serum albumin
- MACS
- Magnetic activated cell sorting
- FBS
- Foetal bovine serum
- HTA
- Human Tissue Authority
- REC
- Research Ethics Committee
- PMI
- Post mortem interval
- WGS
- Whole Genome Sequencing
- Sc-pseudo-bulk
- Single-cell pseudo-bulk