Back to Search Start Over

Multiple freeze-thaw cycles lead to a loss of consistency in poly(A)-enriched RNA sequencing

Authors :
Srinivasa Nalabolu
Tiziano Pramparo
Benjamin P. Kellman
Vahid H. Gazestani
Eric Courchesne
Sarah S. Murray
Shangzhong Li
Hratch M. Baghdassarian
Arjana Begzati
Karen Pierce
Nathan E. Lewis
Isaac Shamie
Linda Lopez
Source :
BMC Genomics, BMC genomics, vol 22, iss 1, BMC Genomics, Vol 22, Iss 1, Pp 1-15 (2021)
Publication Year :
2021
Publisher :
Springer Science and Business Media LLC, 2021.

Abstract

Background Both RNA-Seq and sample freeze-thaw are ubiquitous. However, knowledge about the impact of freeze-thaw on downstream analyses is limited. The lack of common quality metrics that are sufficiently sensitive to freeze-thaw and RNA degradation, e.g. the RNA Integrity Score, makes such assessments challenging. Results Here we quantify the impact of repeated freeze-thaw cycles on the reliability of RNA-Seq by examining poly(A)-enriched and ribosomal RNA depleted RNA-seq from frozen leukocytes drawn from a toddler Autism cohort. To do so, we estimate the relative noise, or percentage of random counts, separating technical replicates. Using this approach we measured noise associated with RIN and freeze-thaw cycles. As expected, RIN does not fully capture sample degradation due to freeze-thaw. We further examined differential expression results and found that three freeze-thaws should extinguish the differential expression reproducibility of similar experiments. Freeze-thaw also resulted in a 3′ shift in the read coverage distribution along the gene body of poly(A)-enriched samples compared to ribosomal RNA depleted samples, suggesting that library preparation may exacerbate freeze-thaw-induced sample degradation. Conclusion The use of poly(A)-enrichment for RNA sequencing is pervasive in library preparation of frozen tissue, and thus, it is important during experimental design and data analysis to consider the impact of repeated freeze-thaw cycles on reproducibility. Graphical abstract

Details

ISSN :
14712164
Volume :
22
Database :
OpenAIRE
Journal :
BMC Genomics
Accession number :
edsair.doi.dedup.....cd8abb7ef130364b83f47dec0df4d465