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Inferring age-specific differences in susceptibility to and infectiousness upon SARS-CoV-2 infection based on Belgian social contact data.
- Source :
- PLoS Computational Biology; 3/30/2022, Vol. 18 Issue 3, p1-17, 17p, 5 Graphs
- Publication Year :
- 2022
-
Abstract
- Several important aspects related to SARS-CoV-2 transmission are not well known due to a lack of appropriate data. However, mathematical and computational tools can be used to extract part of this information from the available data, like some hidden age-related characteristics. In this paper, we present a method to investigate age-specific differences in transmission parameters related to susceptibility to and infectiousness upon contracting SARS-CoV-2 infection. More specifically, we use panel-based social contact data from diary-based surveys conducted in Belgium combined with the next generation principle to infer the relative incidence and we compare this to real-life incidence data. Comparing these two allows for the estimation of age-specific transmission parameters. Our analysis implies the susceptibility in children to be around half of the susceptibility in adults, and even lower for very young children (preschooler). However, the probability of adults and the elderly to contract the infection is decreasing throughout the vaccination campaign, thereby modifying the picture over time. Author summary: Basic transmission dynamic characteristics of SARS-CoV-2, such as the probability of acquiring infection when exposed ("susceptibility"), and the probability of transmitting infection when infected ("infectiousness") may be age-dependent. We present a computational method to estimate these age-specific characteristics using Belgian social contact and surveillance data. We found that children are less susceptible to infection than adults, with the former experiencing 20% to 50% of the susceptibility in adults, while the infectiousness is more difficult to discern. The force of infection (probability of acquiring infection per unit time) decreases over time for the oldest age groups first, following the roll-out of the vaccination campaign which targeted the elderly first. [ABSTRACT FROM AUTHOR]
- Subjects :
- SOCIAL contact
SOCIAL interaction
PRESCHOOL children
SARS-CoV-2
AGE groups
INFECTION
Subjects
Details
- Language :
- English
- ISSN :
- 1553734X
- Volume :
- 18
- Issue :
- 3
- Database :
- Complementary Index
- Journal :
- PLoS Computational Biology
- Publication Type :
- Academic Journal
- Accession number :
- 156027608
- Full Text :
- https://doi.org/10.1371/journal.pcbi.1009965