| Literature DB >> 29104608 |
Colleen Burgess1,2, Andrew Burgess2, Kellie McMullen3.
Abstract
OBJECTIVES: Transmission of polio poses a threat to military forces when deploying to regions where such viruses are endemic. US-born soldiers generally enter service with immunity resulting from childhood immunization against polio; moreover, new recruits are routinely vaccinated with inactivated poliovirus vaccine (IPV), supplemented based upon deployment circumstances. Given residual protection from childhood vaccination, risk-based vaccination may sufficiently protect troops from polio transmission.Entities:
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Year: 2017 PMID: 29104608 PMCID: PMC5618742 DOI: 10.1155/2017/7981645
Source DB: PubMed Journal: Comput Math Methods Med ISSN: 1748-670X Impact factor: 2.238
Figure 1Change in deployed population size over the 10-year duration of the deployment action [23].
Figure 2Schematic diagram of polio transmission with both OPV (ρ) and IPV (S) immunization and waning immunity.
Variable definitions for polio transmission model.
| Variable | Definition |
|---|---|
|
| Number of unprotected susceptible individuals in subpopulation |
|
| Number of partially protected susceptible individuals in subpopulation |
|
| Number of unprotected exposed individuals in subpopulation |
|
| Number of partially protected exposed individuals in subpopulation |
|
| Number of unprotected infected individuals in subpopulation |
|
| Number of partially protected infected individuals in subpopulation |
|
| Number of recovered or removed individuals in subpopulation |
|
| Total population size in subpopulation |
Parameter definitions for polio transmission model for military (MIL) and local (LOC) populations.
| Parameter | Definition | Value (range) | Source |
|---|---|---|---|
|
| Daily inbound rotation rate (MIL)/birth rate (LOC) for subpopulation | [Array] | |
|
| Daily outbound rotation rate (MIL)/background death rate (LOC) for subpopulation | [Array] | |
|
| Daily background casualty rate for subpopulation | [Array] | |
| protect | Daily proportion of inbound population with preexisting partial protection for subpopulation | [Array] | |
|
| Daily (OPV) vaccination rate for subpopulation | [Array] | |
|
| Effective polio transmission rate for subpopulation | [Function] | |
|
| Relative susceptibility of | 0.2 (0.2–0.9) | [ |
| 1/ | Duration of latent period for unprotected individuals | 3 d (3-4 d) | [ |
| 1/ | Duration of latent period for partially protected individuals | 4 d (3-4 d) | [ |
| 1/ | Duration of infectious period for unprotected individuals | 27 d (27-28 d) | [ |
| 1/ | Duration of infectious period for partially protected individuals | 9 d (9–25 d) | [ |
|
| Polio mortality rate | 0.22 (0.02–0.30) | [ |
|
| 1/duration of OPV or disease-induced immunity | 1/(365 | (See text) |
| seas | Seasonal variation in polio transmission | [Function] | |
|
| Proportional change in polio transmission due to seasonality | 0.15 | [ |
|
| Polio attack rate | 20/100,000 (0.1/1,000,000–6.8/100,000) | [ |
|
| Daily contact rate between subpopulations | [Array] | [ |
|
| Relative infectiousness of | 0.2 (0.2–0.9) | [ |
| symp | Proportion of unprotected polio cases that are symptomatic | 0.1 | [ |
| importrisk | Probability of polio case importation from outside population | 0.001 | (See text) |
| importampl | Amplitude of polio case importation from outside population | 2/100,000 | (See text) |
Figure 3Qualitative comparison between simulated (gray lines) and historical (blue line) polio cases (symptomatic + asymptomatic) for the local population over a sample of 10 random simulations.
Parameter definitions for scenario calculations.
| Parameter | Definition | Value (range) | Source |
|---|---|---|---|
| efficacy | IPV vaccine efficacy (MIL) | 99% (50–100%) | [ |
| childhood | Residual protection level from childhood IPV vaccination | 0.92 (0.0–1.0) | Calculated from [ |
| exemption | Overall military vaccination exemption rate (medical + administrative) | 0.003 (0.003–0.08) | Calculated from [ |
| dfact | Proportional reduction in exemption rate for deployed personnel (versus nondeployed) | 0.75 (0.0–1.0) | (Estimated) |
| blanket | IPV blanket vaccine coverage (when implemented) for all military personnel upon accession | (Function) | |
| boost | IPV boost vaccine coverage (when implemented) for deploying personnel | (Function) | |
| accession | Military accession rate | 0.19 (0.13–0.19) | [ |
|
| Proportion of military population covered by blanket vaccination prior to 2015 | (Function) | |
|
| Overall protection of military population from blanket vaccination prior to 2015 and residual childhood immunity | (Function) |
Scenario definitions for deployed and nondeployed military personnel.
| Protection levels (protect) | ||
|---|---|---|
| Deployed personnel | Nondeployed personnel | |
| Scenario 1 (baseline) | blanket | blanket |
| Scenario 2 (booster) | boost |
|
| Scenario 3 (childhood) |
|
|
Figure 4Polio disease dynamics among local populations under military immunization Scenarios (a) 1 (blanket + booster + residual childhood), (b) 2 (booster + residual childhood), and (c) 3 (residual childhood).
Figure 5Polio disease dynamics among deployed military populations under military immunization Scenarios (a) 1 (blanket + booster + residual childhood), (b) 2 (booster + residual childhood), and (c) 3 (residual childhood).
Figure 6Distribution over 1500 simulations per scenario of (a) total symptomatic polio cases in deployed military populations; (b) total asymptomatic polio cases in deployed military populations; (c) average annual polio incidence in deployed military populations; and (d) average annual polio incidence in local populations under 3 military immunization scenarios.
Median total polio cases and average annual incidence with percentage of change over baseline for deployed military and local populations under 3 military immunization scenarios.
| Scenario | Total cases (military) | Average annual incidence | ||
|---|---|---|---|---|
| Symptomatic | Asymptomatic | Military | Local | |
| 1 | 0.076 | 0.687 | 0.012/1000 | 0.022/1000 |
| 2 | 0.076 (+0%) | 0.687 (+0%) | 0.012/1000 (+0.2%) | 0.022/1000 (+0.8%) |
| 3 | 0.080 (+5%) | 0.721 (+5%) | 0.013/1000 (+5.4%) | 0.022/1000 (+0.1%) |
Modelled risk of new polio infections among nondeployed service members as a result of infected soldiers reintegrating upon return from deployment.
| Scenario | % protected from disease | Average annual incidence | % protected from disease | % susceptible to transmission | Risk of new infections |
|---|---|---|---|---|---|
| 1 | 99% | 1.2/100,000 | 99% | 21% | 0.000504/1,000,000 |
| 2 | 99% | 1.2/100,000 | 99% | 21% | 0.000504/1,000,000 |
| 3 | 99% | 1.3/100,000 | 99% | 21% | 0.000546/1,000,000 |