RNA degradation patterns in cardiac tissues kept at different time intervals and temperatures before RNA sequencing.
Author(s): Jacobsen SB, Tfelt-Hansen J, Smerup MH, Morling N, Andersen JD
Publication: PLoS One, 2025, Vol. 20, Page e0323786
PubMed ID: 40373069 PubMed Review Paper? No
Purpose of Paper
This paper compared RNA integrity and RNA sequencing (RNAseq) metrics among nine case-matched cardiac tissue specimens stored for up to 28 days at 4°C or room temperature before RNA extraction.
Conclusion of Paper
RNA integrity numbers (RIN), the percentage of fragments >200 nt (DV200), and the percentage of protein-coding reads declined, and the percentage of low-quality reads (Q<30), unmapped reads, reads aligning to intronic/intergenic regions and mitochondrial reads increased with storage duration; larger changes were observed when unpreserved cardiac specimens were stored at room temperature compared to storage at 4°C. Storage duration and temperature did not affect the number of sequencing reads or the percentage of reads aligning to long non-coding genes (lncRNA). The percentage of genes that experienced a fast decay rate (negative slope for the log-transformed expression levels at each time point) was significantly higher for cardiac specimens stored at room temperature than 4°C (21.6% versus 14.4%). While the decay rate was slow for ≥70% of mitochondrial transcripts, up to 50% of protein-coding transcripts had a fast decay rate. Genes classified as having a fast decay rate were longer than those classified as having a slow decay rate, but there was no clear effect of GC content on the decay rate. In principal component analysis of the gene expression data, principal component 1 and 2, which explained 36.1% and 12.46% of the variance, respectively, were weakly but significantly correlated with storage duration (P<0.0001, both), storage temperature (P<0.0001, both), RIN (P<0.0001, both), and DV200 (P<0.0001 and P<0.01, respectively), but were not significantly correlated with intra-individual differences. The number of genes found to be differentially expressed after storage relative to 0 h controls increased with longer storage durations and higher temperatures. Importantly, the effect was systematic, with most genes that were differentially expressed at one storage timepoint (≥ 7 days) also found to be differently expressed at another timepoint(s). The authors found that when RNA integrity number (RIN) or DV200 was used as a covariate, the number of differentially expressed genes among the storage timepoints decreased for cardiac specimens stored at 4°C, but inclusion of DV200 as a covariate only had a limited effect for specimens stored at 22°C.
Studies
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Study Purpose
This study compared RNA integrity and RNA sequencing metrics among nine case-matched cardiac tissue specimens stored for up to 28 days at 4°C or room temperature before RNA extraction. The right atrial appendage was collected from nine patients during cardiac surgery, and each was immediately divided into eighteen 3 mm3 pieces. Pieces were placed in Eppendorf tubes with 10 μl isotonic phosphate buffered saline (PBS) and stored in cardboard boxes for 0 (mean 45 min), 1, 7, 14, and 28 days at 4°C or 22°C (room temperature) (two pieces each). Tissue was homogenized for 2 min at 20 Hz using a TissueLyser II twice, and RNA was extracted using the RNeasy Fibrous Tissue Mini Kit. RNA integrity numbers (RIN) and DV200 were determined using a Bioanalyzer RNA 6000 Pico Assay Kit. RNA was quantified using a Qubit RNA HS Assay. Sequencing libraries were prepared with the SMARTer Stranded Total RNA-Seq Kit v3 – Pico Input Mammalian Kit and sequenced using a NovaSeq 6000 instrument.
Summary of Findings:
RNA integrity numbers (RIN) and the percentage of fragments >200 nt (DV200) declined progressively with storage duration, with a more rapid decline observed when fresh cardiac specimens were stored at room temperature than when stored at 4°C. Storage duration and temperature did not affect the number of sequencing reads; and, gene expression levels were strongly correlated between replicate specimens (median ρ = 0.87), regardless of storage duration or temperature. The percentage of low-quality reads (Q<30), unmapped reads, reads aligning to intronic/intergenic regions and mitochondrial reads increased with the duration of cardiac specimen storage, with a larger increase observed with room temperature storage than storage at 4°C. In contrast, the percentage of protein-coding reads exhibited a larger decline with storage at room temperature than at 4°C. The percentage of reads that align to long non-coding genes (lncRNA) was not affected by the duration or temperature of cardiac tissue storage. When cardiac specimens were stored at 4°C, 15,448 (26.4%) genes had a slow decay rate (positive slope for the log-transformed expression levels at each time point) and 8,431 (14.4%) genes had a fast decay rate (negative slope for the log-transformed expression levels at each time point). When cardiac specimens were stored at 22°C, 4,462 (7.6%) genes had a slow decay rate and 12,648 (21.6%) genes had a fast decay rate. The decay rate was slow for ≥70% of mitochondrial transcripts, but up to 50% of the protein-coding transcripts had a fast decay rate. Genes classified as having a fast decay rate were longer than those classified as having a slow decay rate, but there was no clear effect of GC content on the decay rate. In principal component analysis of the gene expression data, principal component 1, which explained 36.1% of the variance, was weakly but significantly correlated with storage duration (R2=0.17, P<0.0001), storage temperature (R2=0.13, P<0.0001), RIN (R2=0.26, P<0.0001), DV200 (R2=0.20, P<0.0001), and patient age (R2=0.04, P<0.05) but was not significantly correlated with intra-individual differences. Similarly, principal component 2, which explained 12.36% of the variance, was weakly but significantly correlated with storage duration (R2=0.30, P<0.0001), storage temperature (R2=0.16, P<0.0001), RIN (R2=0.12, P<0.0001), and DV200 (R2=0.05, P<0.01) but was not significantly correlated with intra-individual differences. The number of genes found to differentially expressed after storage of cardiac specimens relative to 0 h controls increased with longer storage durations and higher temperatures. Importantly, the effect was systematic, with most genes that were significantly different at one storage timepoint after 7 days were also found to be differentially expressed at another timepoint(s). The genes that were differentially expressed included some cardiac genes. The authors found that when RIN or DV200 was used as a covariate, the number of differentially expressed genes among specimens stored at 4°C decreased, but inclusion of DV200 as a covariate only had a limited effect for specimens stored at 22°C.
Biospecimens
Preservative Types
- None (Fresh)
Diagnoses:
- Cardiovascular Disease
Platform:
Analyte Technology Platform RNA Automated electrophoresis/Bioanalyzer RNA Next generation sequencing RNA Fluorometry Pre-analytical Factors:
Classification Pre-analytical Factor Value(s) Storage Storage temperature 4°C
22°C (Room temperature)
Storage Storage duration 0 days (mean 45 min)
1 day
7 days
14 days
28 days
