Modeling the impact of changes in day-care ...
Document type :
Article dans une revue scientifique
PMID :
Title :
Modeling the impact of changes in day-care contact patterns on the dynamics of varicella transmission in France between 1991 and 2015
Author(s) :
Marziano, Valentina [Auteur]
Poletti, Piero [Auteur]
Béraud, Guillaume [Auteur]
Boëlle, Pierre-Yves [Auteur]
Merler, Stefano [Auteur]
Colizza, Vittoria [Auteur]
Poletti, Piero [Auteur]
Béraud, Guillaume [Auteur]
Boëlle, Pierre-Yves [Auteur]
Merler, Stefano [Auteur]
Colizza, Vittoria [Auteur]
Journal title :
PLoS Computational Biology
Abbreviated title :
PLoS Comput Biol
Volume number :
14
Pages :
e1006334
Publisher :
Public Library of Science
Publication date :
2018
ISSN :
1553-734X
HAL domain(s) :
Sciences du Vivant [q-bio]/Santé publique et épidémiologie
English abstract : [en]
Annual incidence rates of varicella infection in the general population in France have been rather stable since 1991 when clinical surveillance started. Rates however show a statistically significant increase over time in ...
Show more >Annual incidence rates of varicella infection in the general population in France have been rather stable since 1991 when clinical surveillance started. Rates however show a statistically significant increase over time in children aged 0-3 years, and a decline in older individuals. A significant increase in day-care enrolment and structures' capacity in France was also observed in the last decade. In this work we investigate the potential interplay between an increase of contacts of young children possibly caused by earlier socialization in the community and varicella transmission dynamics. To this aim, we develop an age-structured mathematical model, informed with historical demographic data and contact matrix estimates in the country, accounting for longitudinal linear increase of early childhood contacts. While the reported overall varicella incidence is well reproduced independently of mixing variations, age-specific empirical trends are better captured by accounting for an increase in contacts among preschool children in the last decades. We found that the varicella data are consistent with a 30% increase in the number of contacts at day-care facilities, which would imply a 50% growth in the contribution of 0-3y old children to overall yearly infections in 1991-2015. Our findings suggest that an earlier exposure to pathogens due to changes in day-care contact patterns, represents a plausible explanation for the epidemiological patterns observed in France. Obtained results suggest that considering temporal changes in social factors in addition to demographic ones is critical to correctly interpret varicella transmission dynamics.Show less >
Show more >Annual incidence rates of varicella infection in the general population in France have been rather stable since 1991 when clinical surveillance started. Rates however show a statistically significant increase over time in children aged 0-3 years, and a decline in older individuals. A significant increase in day-care enrolment and structures' capacity in France was also observed in the last decade. In this work we investigate the potential interplay between an increase of contacts of young children possibly caused by earlier socialization in the community and varicella transmission dynamics. To this aim, we develop an age-structured mathematical model, informed with historical demographic data and contact matrix estimates in the country, accounting for longitudinal linear increase of early childhood contacts. While the reported overall varicella incidence is well reproduced independently of mixing variations, age-specific empirical trends are better captured by accounting for an increase in contacts among preschool children in the last decades. We found that the varicella data are consistent with a 30% increase in the number of contacts at day-care facilities, which would imply a 50% growth in the contribution of 0-3y old children to overall yearly infections in 1991-2015. Our findings suggest that an earlier exposure to pathogens due to changes in day-care contact patterns, represents a plausible explanation for the epidemiological patterns observed in France. Obtained results suggest that considering temporal changes in social factors in addition to demographic ones is critical to correctly interpret varicella transmission dynamics.Show less >
Language :
Anglais
Audience :
Internationale
Popular science :
Non
Submission date :
2020-06-08T14:10:43Z
2020-06-09T15:04:08Z
2020-06-09T15:04:08Z
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