Table 3. Linear models of transcriptional noise with genomic and epigenomic factors.
OLS | GLS | |||||
---|---|---|---|---|---|---|
Coefficient | SE | P-value | Coefficient | SE | P-value | |
(Intercept) | 0.1612 | 0.0781 | 0.0392* | 0.1665 | 0.0663 | 0.0121* |
PC1 | 0.0390 | 0.0065 | < 0.0001*** | 0.0396 | 0.0065 | < 0.0001*** |
PC2 | −0.0048 | 0.0069 | 0.4854 | −0.0048 | 0.0069 | 0.4838 |
PC3 | −0.0526 | 0.0091 | < 0.0001*** | −0.0518 | 0.0092 | < 0.0001*** |
PC4 | −0.0102 | 0.0097 | 0.2905 | −0.0109 | 0.0100 | 0.2773 |
PC5 | 0.0117 | 0.0106 | 0.2713 | 0.0123 | 0.0106 | 0.2456 |
PC6 | −0.0152 | 0.0107 | 0.1536 | −0.0152 | 0.0109 | 0.1623 |
PC7 | 0.0210 | 0.0102 | 0.0384* | 0.0211 | 0.0110 | 0.0561. |
PC8 | 0.0100 | 0.0113 | 0.3778 | 0.0073 | 0.0114 | 0.5250 |
TFPC1 | 0.0028 | 0.0041 | 0.4912 | 0.0025 | 0.0034 | 0.4658 |
TFPC2 | 0.0025 | 0.0027 | 0.3664 | 0.0024 | 0.0026 | 0.3585 |
TFPC3 | 0.0032 | 0.0042 | 0.4513 | 0.0032 | 0.0037 | 0.3825 |
HistPC1 | −0.0031 | 0.001 | 0.0015** | −0.0033 | 0.0010 | 0.0007*** |
HistPC2 | −0.0027 | 0.0016 | 0.0846. | −0.0029 | 0.0015 | 0.0566. |
All correlations are computed using Kendall’s rank correlation test, with P-value codes defined as *** < 0.001 < ** < 0.01 < * < 0.05 < . < 0.1. OLS, Ordinary Least Squares; GLS, Generalized Least Squares; Pathway PC1–8, principal components on centrality measures, protein conservation, and gene age; TFPC1–3, principal components of the logistic PCA on transcription factor binding evidence; HistPC1 and 2, principal components of the logistic PCA on histone modification marks.