From: Multiple freeze-thaw cycles lead to a loss of consistency in poly(A)-enriched RNA sequencing
Category | Term | Definition | Analyses |
---|---|---|---|
RNA sequencing | Distortion | A generic term referring to changes in RNA-sequencing data introduced due to technical factors. | Â |
Consistency | A generic term referring to the reproducibility of RNA-sequencing results between samples. | Â | |
Sample Quality | Noise (randomness) | The fraction of reads in a sample that are randomly counted, rather than mapping to a sample-specific gene. | Results section 2 and 3 |
Freeze-thaw | The number of freeze-thaw cycles a sample undergoes. A freeze-thaw cycle is defined as freezing a sample in − 80 °C for at least 24 h, proceeded by thawing it to room temperature, with the first hour spent on ice. | All results sections | |
RIN | The RNA integrity number as previously decsibed [23] | All results sections | |
DE Reproducibility | Similarity | Spearman correlation of LFC results from differential expression on sample subsets. Correlation was taken between all pairs of subsets. | Results section 4 and 5 |
Discordance | Standard deviation of LFC results from differential expression on sample subsets. Standard deviation was taken across all subsets for each gene. | Results section 4 and 5 | |
Bias | 3′ Bias | The extent to which reads map in a skewed manner to the 3′ end of a transcript. | Results section 1 and 6 |
Median coverage percentile | The nucleotide percentile (relative to transcript length) at which median cumulative coverage across a transcript is achieved; cumulative coverage is aggregated from the 5′ end to the 3′ end. This is a measure of bias in which a larger median coverage percentile indicates more 3′ bias and vice versa | Results section 1 and 6 |