Table 5.
Coefficient Values for the Multiple Linear Regression Analyses Where TE Density Is the Response Variable and GC Content, Recombination Rate, Gene Length (GL), , Duplication Status (Dataset 1), and Essentiality Are Predictors
2-kb |
10-kb |
|||||||||
---|---|---|---|---|---|---|---|---|---|---|
Variable | All TEs | DNA | LINE | SINE | LTR | All TEs | DNA | LINE | SINE | LTR |
Log(GC) | −5.625 ∗ | −2.539 ∗ | −1.916 ∗ | −6.640 ∗ | −1.793 ∗ | −1.892 ∗ | −2.750 ∗ | −4.821 ∗ | −0.538 | −4.592 |
Recomb | 2.124 ∗ | 1.260 ∗ | 0.028 | 1.962 ∗ | 0.845 ∗ | 1.770 ∗ | 1.233 ∗ | 0.603 ∗ | 1.993 ∗ | 0.775 |
Log() | −1.097 ∗ | −0.904 ∗ | 0.215 | −1.703 ∗ | −0.339 | −0.794 ∗ | −1.088 ∗ | 0.752 ∗ | −1.347 ∗ | 0.062 ∗ |
Log(GL) | −2.117 ∗ | −0.509 ∗ | 0.345 ∗ | −2.542 ∗ | −0.099 | −0.894 ∗ | −0.804 ∗ | −0.873 ∗ | −0.802 ∗ | −1.160 ∗ |
Status | 0.179 ∗ | 0.909 ∗ | −1.114 ∗ | 0.142 ∗ | −0.042 | −0.033 | 1.885 ∗ | −1.536 ∗ | 0.133 ∗ | −1.525 ∗ |
Ess | 2.647 ∗ | 1.763 ∗ | −0.822 | 3.532 ∗ | −1.966 ∗ | 1.516 ∗ | 2.698 ∗ | −1.369 | 3.064 ∗ | 0.212 |
Log(GC)×Recomb | −0.339 ∗ | −0.265 ∗ | / | −0.325 ∗ | −0.144 ∗ | −0.307 ∗ | −0.330 ∗ | −0.145 ∗ | −0.367 ∗ | −0.119 |
Log(GC)×Log() | 0.276 ∗ | 0.182 ∗ | −0.076 | 0.365 ∗ | 0.078 | 0.164 ∗ | 0.228 ∗ | −0.151 ∗ | 0.271 ∗ | / |
Log(GC)×Log(GL) | 0.628 ∗ | 0.223 ∗ | / | 0.808 ∗ | 0.115 ∗ | 0.256 ∗ | 0.255 ∗ | 0.239 ∗ | 0.244 ∗ | 0.317 ∗ |
Log(GC)×Status | / | −0.217 ∗ | 0.184 | / | / | / | −0.366 ∗ | 0.256 ∗ | / | 0.267 |
Recomb×Log(GL) | −0.069 ∗ | −0.025 ∗ | / | −0.060 ∗ | −0.0208 | −0.049 ∗ | / | / | −0.048 ∗ | −0.021 |
Recomb×Status | −0.045 | / | −0.039 | / | / | −0.032 | / | −0.051 | / | / |
Log()×Log(GL) | 0.014 | 0.018 ∗ | 0.011 | 0.035 ∗ | 0.011 | 0.021 ∗ | 0.020 ∗ | −0.014 | 0.031 ∗ | / |
Log()×Status | / | / | 0.024 | / | / | / | / | / | / | / |
Log(GL)×Status | / | / | 0.046 ∗ | / | / | 0.015 | −0.039 ∗ | 0.056 ∗ | / | 0.042 ∗ |
Recomb×Log() | / | / | 0.015 | / | / | / | / | 0.026 | / | / |
Log(GC)×Ess | −0.220 | −0.452 ∗ | 0.166 | −0.571 ∗ | 0.446 ∗ | −0.170 | −0.627 ∗ | 0.245 | −0.485 ∗ | / |
Recomb×Ess | −0.095 ∗ | / | / | −0.097 ∗ | / | −0.084 ∗ | / | / | −0.090 ∗ | / |
Log()×Ess | −0.079 ∗ | / | −0.035 | −0.065 | / | −0.070 ∗ | / | / | −0.060 ∗ | −0.053 |
Log(GL)×Ess | −0.139 ∗ | / | / | −0.087 ∗ | / | −0.057 ∗ | −0.027 | 0.029 | −0.074 ∗ | −0.055 ∗ |
Status×Ess | / | / | 0.102 ∗ | / | 0.085 | / | / | / | / | 0.080 |
Adjusted R2 | 0.080 | 0.367 | 0.496 | 0.237 | 0.293 | 0.048 | 0.185 | 0.292 | 0.010 | 0.106 |
Note.—/, variable not retained in the step Akaike Information Criterion (AIC) process; Status, categorical variable for duplication status with duplicated as reference category and singleton as second category; Ess, categorical variable for essentiality status with nonessential as reference category and essential as second category; Bold with asterisk, significant values considering Bonferroni correction for multiple tests.