TY - JOUR
T1 - Demographic buffering
T2 - Titrating the effects of birth rate and imperfect immunity on epidemic dynamics
AU - Morris, Sinead E.
AU - Pitzer, Virginia E.
AU - Viboud, Cécile
AU - Metcalf, C. Jessica E.
AU - Bjørnstad, Ottar N.
AU - Grenfell, Bryan T.
N1 - Publisher Copyright:
© 2015 The Author(s) Published by the Royal Society. All rights reserved.
PY - 2015/3/6
Y1 - 2015/3/6
N2 - Host demography can alter the dynamics of infectious disease. In the case of perfectly immunizing infections, observations of strong sensitivity to demographic variation have been mechanistically explained through analysis of the susceptible-infected-recovered (SIR) model that assumes lifelong immunity following recovery from infection. When imperfect immunity is incorporated into this framework via the susceptible-infected-recovered-susceptible (SIRS) model, with individuals regaining full susceptibility following recovery, we show that rapid loss of immunity is predicted to buffer populations against the effects of demographic change. However, this buffering is contrary to the dependence on demography recently observed for partially immunizing infections such as rotavirus and respiratory syncytial virus. We show that this discrepancy arises froma key simplification embedded in the SIR(S) framework, namely that the potential for differential immune responses to repeat exposures is ignored.We explore the minimumadditional immunological information that must be included to reflect the range of observed dependencies on demography. We showthat including partial protection and lower transmission following primary infection is sufficient to capture more realistic reduced levels of buffering, in addition to changes in epidemic timing, across a range of partially and fully immunizing infections. Furthermore, our results identify key variables in this relationship, including R0.
AB - Host demography can alter the dynamics of infectious disease. In the case of perfectly immunizing infections, observations of strong sensitivity to demographic variation have been mechanistically explained through analysis of the susceptible-infected-recovered (SIR) model that assumes lifelong immunity following recovery from infection. When imperfect immunity is incorporated into this framework via the susceptible-infected-recovered-susceptible (SIRS) model, with individuals regaining full susceptibility following recovery, we show that rapid loss of immunity is predicted to buffer populations against the effects of demographic change. However, this buffering is contrary to the dependence on demography recently observed for partially immunizing infections such as rotavirus and respiratory syncytial virus. We show that this discrepancy arises froma key simplification embedded in the SIR(S) framework, namely that the potential for differential immune responses to repeat exposures is ignored.We explore the minimumadditional immunological information that must be included to reflect the range of observed dependencies on demography. We showthat including partial protection and lower transmission following primary infection is sufficient to capture more realistic reduced levels of buffering, in addition to changes in epidemic timing, across a range of partially and fully immunizing infections. Furthermore, our results identify key variables in this relationship, including R0.
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U2 - 10.1098/rsif.2014.1245
DO - 10.1098/rsif.2014.1245
M3 - Article
C2 - 25589567
AN - SCOPUS:84923250726
SN - 1742-5689
VL - 12
JO - Journal of the Royal Society Interface
JF - Journal of the Royal Society Interface
IS - 104
M1 - 20141245
ER -