Host contact structure is important for the recurrence of influenza A
| dc.contributor.author | Jaramillo, Juan M. | |
| dc.contributor.supervisor | Ma, Junling | |
| dc.contributor.supervisor | Van den Driessche, Pauline | |
| dc.date.accessioned | 2018-01-08T15:47:52Z | |
| dc.date.available | 2018-01-08T15:47:52Z | |
| dc.date.copyright | 2017 | en_US |
| dc.date.issued | 2018-01-08 | |
| dc.degree.department | Department of Mathematics and Statistics | en_US |
| dc.degree.level | Master of Science M.Sc. | en_US |
| dc.description.abstract | An important characteristic of influenza A is its ability to escape host immunity through antigenic drift. A novel influenza A strain that causes a pandemic confers full immunity to infected individuals, yet because of antigenic drift, these individuals have decreased immunity to drifted strains. We compute the required decrease in immunity so that a recurrence is possible. Models for influenza A must make assumptions on the host contact structure on which the disease spreads. By computing the reproduction number, we show that the classical random mixing assumption predicts an unrealistically large decrease of immunity before a recurrence is possible. We improve over the classical random mixing assumption by incorporating a contact network structure. A complication of contact networks is correlations induced by the initial pandemic. Thus, we provide a novel analytic derivation of such correlations and show that contact networks may require a dramatically smaller drop in immunity before recurrence. Hence, the key new insight is that on contact networks the establishment of a new strain is possible for much higher immunity levels of previously infected individuals than predicted by the commonly used random mixing assumption. This suggests that stable contacts like classmates, coworkers and family members are a crucial path for the spread of influenza in human population. | en_US |
| dc.description.scholarlevel | Graduate | en_US |
| dc.identifier.uri | http://hdl.handle.net/1828/8955 | |
| dc.language | English | eng |
| dc.language.iso | en | en_US |
| dc.rights | Available to the World Wide Web | en_US |
| dc.subject | Host Contact Structure | en_US |
| dc.subject | Contact Netork | en_US |
| dc.subject | Influenza A | en_US |
| dc.subject | Influenza Recurrence | en_US |
| dc.subject | Network Correlations | en_US |
| dc.subject | Influenza Partial Immunity | en_US |
| dc.subject | Antigenic Drift | en_US |
| dc.title | Host contact structure is important for the recurrence of influenza A | en_US |
| dc.type | Thesis | en_US |