Type | Parameter | Description |
---|---|---|
Experimental design | \({N}_{\mathrm{group}}\) | Number of contact groups |
\({N}_{\mathrm{seed}}\) | Number of seeders (initially infected individuals) in each contact group | |
\({N}_{\mathrm{cont}}\) | Number of contacts (initially susceptible individuals) in each contact group | |
\({G}_{\mathrm{size}}\) | Total number of individuals per group \({G}_{\mathrm{size}}={N}_{\mathrm{seed}}+{N}_{\mathrm{cont}}\) | |
\({N}_{\mathrm{total}}\) | Total number of individuals \({N}_{\mathrm{total}}={N}_{\mathrm{group}}\times {G}_{\mathrm{size}}\) | |
\({H}_{\mathrm{seed},z}\), \({H}_{\mathrm{cont},z}\) | Proportion of homozygotes (i.e. AA or BB) in the seeders and contacts, respectively, for group \(z\) | |
\(\langle {H}_{\mathrm{seed}}\rangle\), \(\langle {H}_{\mathrm{cont}}\rangle\) | Average proportion of homozygotes across groups | |
\({\chi }_{\mathrm{seed},z}\), \({\chi }_{\mathrm{cont},z}\) | Homozygote balance (i.e. the proportion of AA individuals minus the proportion of BB individuals) in the seeders and contacts, respectively. E.g. \({\chi }_{\mathrm{seed}}\) =1 (− 1) if the seeder population consists of AA (BB) individuals only, and \({\chi }_{\mathrm{seed}}\) = 0 if the seeder population consists of an equal number of AA and BB individuals | |
\(\langle {\chi }_{\mathrm{seed}}\rangle\), \(\langle {\chi }_{\mathrm{cont}}\rangle\) | Average homozygote balance across groups | |
Population-wide epidemiological parameters | \(\beta\) | Population average transmission rate |
\(\gamma\) | Population average recovery rate | |
\(k\) | Shape parameter that characterises the dispersion in infection durations of different individuals | |
Individual-based epidemiological traits for individual \(j\) | \({\lambda }_{j}\) | Force of infection (probability per unit time to become infected) |
\({w}_{j}\) | Mean of gamma distributed recovery time | |
\({g}_{j}\), \({f}_{j}\),\({r}_{j}\) | Fractional deviation in susceptibility, infectivity and recoverability | |
SNP | \({g}_{j}^{\mathrm{SNP}}\), \({f}_{j}^{\mathrm{SNP}}\),\({r}_{j}^{\mathrm{SNP}}\) | SNP-based contribution to \({g}_{j}\), \({f}_{j}\),\({r}_{j}\) |
\({a}_{g}\), \({a}_{f}\),\({a}_{r}\) | SNP effects, i.e. half the change in \({g}_{j}\), \({f}_{j}\), \({r}_{j}\) comparing the AA and BB genotypes | |
\({\Delta }_{g}\), \({\Delta }_{f}\),\({\Delta }_{r}\) | Scaled dominance factors (1 = A is completely dominant over B, -1 = B is dominant over A, 0 = no dominance) | |
Fixed effects | \({\mathbf{b}}_{{\varvec{g}}}\), \({\mathbf{b}}_{{\varvec{f}}}\),\({\mathbf{b}}_{{\varvec{r}}}\) | Vectors of fixed effects for the three traits |
\(\mathbf{X}\) | Design matrix for fixed effects | |
Residuals | \({{\varvec{\upvarepsilon}}}_{{\varvec{g}}}\), \({{\varvec{\upvarepsilon}}}_{{\varvec{f}}}\),\({{\varvec{\upvarepsilon}}}_{{\varvec{r}}}\) | Residual contributions to \(\mathbf{g}\), \(\mathbf{f}\), \(\mathbf{r}\) (coming from sources other than the SNP, fixed or group effects) |
\({\varvec{\Sigma}}\) | Covariance matrix of residual contributions | |
Group effects | \({G}_{z}\) | Group effects (accounts for differences in transmission rates in different contact groups) |
\({\upsigma }_{G}\) | Standard deviation in group effects | |
Bayesian model | \(\uptheta\) | Set of all model parameters |
\(\upxi\) | Set of all events (infection and recovery / death times) which may be unknown, i.e. latent variables in the model | |
Other parameters used in the analyses | \({N}_{I}\) | Total number of infections during experiment |
\(\phi\) | Fraction of contacts that become infected | |
\(h\) | Proportion of the total number of infections accounted for by seeders, i.e.\(h={N}_{\mathrm{seed}}/({N}_{\mathrm{seed}}+\phi {N}_{\mathrm{cont}})\) | |
\(\mathbf{M}\) | Fisher information matrix | |
\(\langle \dots \rangle\) | Average over contact groups | |
\(\overline{\dots }\) | Average over entire infected population (included seeders as well as those individuals infected during epidemics) |