Table 2. Cox proportional hazards models quantify contributions to escape rate.
Predictors | Coefficient | P value | Pseudo-R2 |
---|---|---|---|
Univariate models (n=53 epitopes, maximum possible pseudo-R2=0.99) | |||
log10(S) | 0.87 | 0.08 | 0.06 |
ΔE | −0.14 | 0.02 | 0.10 |
tWF | −0.14 | 5.8 × 10−8 | 0.51 |
tWF%M | −0.17 | 1.5 × 10−9 | 0.63 |
log10(%M) | 1.53 | 7.8 × 10−5 | 0.29 |
Multivariate models (n=53, maximum possible pseudo-R2=0.99) | |||
log10(S)+ log10(%M) | 1.111.60 | 0.079.3 × 10−5 | 0.33 |
ΔE+ log10(%M) | −0.171.66 | 4.4 × 10−33.6 × 10−5 | 0.39 |
tWF+ log10(%M) | −0.141.55 | 1.3 × 10−71.7 × 10−4 | 0.64 |
tWF%M+ log10(%M) | −0.160.13 | 1.7 × 10−70.76 | 0.64 |
Univariate models, excluding escapes at the time the T-cell response was first detected (n=49, maximum possible pseudo-R2=0.99) | |||
log10(S) | 0.81 | 0.11 | 0.05 |
ΔE | −0.14 | 0.02 | 0.10 |
tWF | −0.12 | 8.9 × 10−6 | 0.37 |
tWF%M | −0.15 | 1.1 × 10−7 | 0.53 |
log10(%M) | 1.68 | 5.1 × 10−5 | 0.33 |
Multivariate models, excluding escapes at the time the T-cell response was first detected (n=49, maximum possible pseudo-R2=0.99) | |||
log10(S)+ log10(%M) | 1.061.77 | 0.106.2 × 10−5 | 0.37 |
ΔE+ log10(%M) | −0.181.83 | 5.0 × 10−32.3 × 10−5 | 0.42 |
tWF+ log10(%M) | −0.121.65 | 2.0 × 10−51.1 × 10−4 | 0.56 |
tWF%M+ log10(%M) | −0.140.37 | 4.8 × 10−50.43 | 0.54 |
Contributions of vertical immunodominance (%M) and purely fitness-related measures (S, ΔE and tWF) are mostly independent.