Table 3.
Regression coefficients and their significance in multiple regression models of mouse expression data
Predictors | Expression level |
Expression breadth |
Ratio of coefficients (95% CI)a | ||
---|---|---|---|---|---|
Coefficient | Significance | Coefficient | Significance | ||
Gene compactness variables | |||||
5′-UTR | −0.07 | <10−5 | −0.03 | NS | 2.29 (1.16, 4.54)* |
5′-UTR (quadratic term) | 0.03 | NS | 0.03 | NS | — |
3′-UTR | 0.02 | NS | 0.05 | 0.002 | 0.49 (0.20, 1.20) |
3′-UTR (quadratic term) | −0.08 | <10−6 | −0.06 | <10−4 | 1.31 (0.97, 1.77) |
Exon size | −0.14 | <10−20 | −0.08 | <10−7 | 1.75 (1.34, 2.08)* |
Intron length | −0.11 | <10−11 | −0.06 | <10−3 | 1.97 (1.36, 2.84)* |
Codon usage bias variable | |||||
CAI | 0.15 | <10−8 | 0.06 | NS | 2.45 (1.35, 4.46)* |
G+C content variables | |||||
GC3 | −0.10 | <10−3 | −0.06 | NS | 1.78 (0.93, 3.42) |
GCp | −0.05 | NS | −0.09 | <10−6 | 0.55 (0.34, 0.88)* |
GCi | −0.00 | NS | 0.10 | <10−4 | — |
DNA methylation-related variables | |||||
CpGO/E promoter | 0.20 | <10−24 | 0.29 | <10−51 | 0.68 (0.61, 0.77)* |
CpGO/E intron | 0.03 | NS | 0.00 | NS | — |
Evolutionary rate variables | |||||
dN | −0.21 | <10−34 | −0.17 | <10−24 | 1.19 (1.06, 1.33)* |
dS | 0.02 | NS | −0.01 | NS | — |
R2 (adjusted R2) | 0.14 (0.13) | 0.14 (0.14) |
aEstimated for variables that are significant for at least one expression trait and not zero.
*Ratios significantly different from 1.