Table 2.
Q-PCR results collected on three housekeeping genes (HGK)—GAPD, GUSB and TFRC—considering the sample aliquots grouped by quality metrics categories
Quality metrics | Q-PCR | Relative expression (%) | Fold differences | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Metrics | IC (P = 0.05) | N | 2−ΔΔCt | IC (P = 0.05) | IC-rep (P = 0.05) | Between categories | Within categories | Technical variation | ||||
RIN | 9 | — | 1 | 1.00 | — | 0.04 | — | — | — | 1.1 | ||
8.1 | 0.2 | 6 | 0.76 | 0.06 | 0.03 | −24 | [1.2–1.4] | — | <1.2 | 1.1 | ||
6.1 | 0.6 | 6 | 0.30 | 0.04 | 0.00 | −70 | [3.0–3.8] | [2.1–3.2] | — | <1.3 | 1.0 | |
3.7 | 1.0 | 3 | 0.18 | 0.04 | 0.01 | −82 | [4.5–7.4] | [3.2–6.1] | [1.2–2.5] | <1.6 | 1.1 | |
DegFact | 4.9 | — | 1 | 1.00 | — | 0.04 | — | — | — | 1.1 | ||
5.8 | 0.6 | 7 | 0.69 | 0.08 | 0.03 | −31 | [1.3–1.6] | — | <1.3 | 1.1 | ||
13.9 | 1.8 | 5 | 0.31 | 0.05 | 0.01 | −69 | [2.9–3.8] | [1.8–3.0] | — | <1.3 | 1.0 | |
26.3 | 3.8 | 3 | 0.18 | 0.04 | 0.01 | −82 | [4.5–7.4] | [2.8–5.7] | [1.2–2.6] | <1.6 | 1.2 |
The N-value corresponds to the number of samples by category. The mean quality metrics, i.e. RIN and DegFact and the mean fold change (2−ΔΔCt) relative to the reference sample are indicated, together with the 95% confidence intervals. Observed technical variation (IC-rep, P = 0.05) is also specified, considering duplicate (two per gene per target sample) and replicate (six per gene per calibrator sample) measures. The reference sample exhibits a RIN of 9, a DegFact value of 4.9 and by default mean fold change set to 1. The observed decrease in the expression (relative expression, %) relative to the reference sample is calculated. The fold differences refer to the fold-ratios that are expected in the expression levels for a gene, across categories (between categories), given that the samples only differ by their quality, and within each category (within categories), considering RNA of comparable integrity. The fold-ratios (technical variation) that may be expected by chance in the gene expression levels, P = 0.05, from some technical reasons, are also considered.