TABLE 4.
One-way ANOVA statistics for linear regression modelsa for invasion efficiency and intracellular survival of S. Saintpaul strains
| Model and factor | dfb | Sum sqc | Mean sqd | F valuee | Pr (>F)f |
|---|---|---|---|---|---|
| INV model | |||||
| Biological replicate | 3 | 1.27 | 0.42 | 21.17 | <0.001 |
| Epi-type | 1 | 0.16 | 0.16 | 8.01 | 0.010 |
| Lineage | 2 | 0.99 | 0.50 | 24.75 | <0.001 |
| bglA/bepFg | 1 | 0.92 | 0.92 | 45.84 | <0.001 |
| ICS-1 model | |||||
| Biological replicate | 2 | 0.26 | 0.13 | 3.42 | 0.060 |
| Lineage (IC vs IA/IB)h | 1 | 0.32 | 0.32 | 8.45 | 0.011 |
| bglA/bepFg | 1 | 0.15 | 0.15 | 4.05 | 0.063 |
| ygcH/stfCg | 1 | 0.11 | 0.11 | 2.87 | 0.111 |
| ICS-2 model | |||||
| Biological replicate | 2 | 0.17 | 0.08 | 7.80 | 0.004 |
| Lineage | 2 | 0.12 | 0.06 | 5.46 | 0.016 |
| ICS-3 model | |||||
| Biological replicate | 2 | 0.84 | 0.42 | 11.77 | <0.001 |
| sodCI | 1 | 0.51 | 0.51 | 14.17 | 0.002 |
The models were fitted (using reference coding [R default]) to the data for invasion efficiency (the INV model), as well as intracellular survival between 0 and 2 hpi (the ICS-1 model), 2 and 6 hpi (the ICS-2 model), and 6 and 24 hpi (the ICS-3 model).
df, degree of freedom.
Sum sq, sum of squares due to the factor.
Mean sq, mean of the sum of squares due to the factor.
F value, F statistic.
Pr (>F), P value of the F test.
Genomic signatures grouped together due to identical genotypic patterns across S. Saintpaul strains.
Strains representing lineages IA and IB were grouped together and compared with strains representing lineage IC, as feature selection suggested that only the dummy variable for lineage IC should be included in the final model.