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An In vitro Model to Study Immune Responses of Human Peripheral Blood Mononuclear Cells to Human Respiratory Syncytial Virus Infection
Published on: December 10, 2013
Relating in vivo RSV infection kinetics to host infectiousness in different age groups
Ke Li1, Louis J Bont2, Daniel M Weinberger1
1Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA.
Insights
Children shed respiratory syncytial virus (RSV) longer and have higher viral loads, increasing their transmission risk. Age-specific interventions are crucial for controlling RSV spread.
Area of Science:
- Virology
- Epidemiology
- Mathematical Biology
Background:
- Respiratory syncytial virus (RSV) poses a significant public health threat, particularly to young children and the elderly.
- Understanding individual-level viral kinetics is crucial for elucidating RSV transmission dynamics across different age demographics.
- Current knowledge on RSV transmission in various age groups, considering viral kinetics, remains incomplete.
Purpose of the Study:
- To investigate the relationship between individual-level viral kinetics and RSV transmission probabilities in pediatric, adult, and elderly populations.
- To estimate key viral kinetic parameters and their influence on transmission across different age groups.
- To inform the development of targeted public health strategies for RSV control.
Main Methods:
- A mathematical model was fitted to longitudinal viral kinetic data from 53 individuals across three age groups (pediatric, adult, elderly) using a hierarchical Bayesian framework.
- Viral kinetic parameters, including peak viral load and shedding duration, were estimated.
- A probabilistic model was employed to link within-host viral load to transmission probability for each age group.
Main Results:
- Children exhibited higher peak viral loads and significantly longer viral shedding periods compared to adults and the elderly.
- These findings suggest a higher probability of RSV transmission originating from pediatric cases.
- Estimated secondary attack rates across age groups aligned with empirical data from household transmission studies, validating the model's predictions.
Conclusions:
- Individual viral kinetics, particularly peak viral load and shedding duration, are critical determinants of RSV transmission potential.
- Children play a significant role in RSV transmission due to their distinct viral kinetic profiles.
- Age-specific interventions targeting pediatric populations may be the most effective strategy for controlling overall RSV transmission and reducing public health burden.
Abstract:
Respiratory syncytial virus (RSV) infections are a major public health concern for pediatric populations and older adults. Viral kinetics, the dynamic processes of viral infection within an individual over time, vary across different populations. However, RSV transmission in different age groups is incompletely understood from the perspective of individual-level viral kinetics. To explore how individual viral kinetics can be related to RSV transmission, we first fitted a mathematical model to longitudinal viral kinetic data from 53 individuals in pediatric, adult, and elderly age groups using a hierarchical Bayesian framework to estimate important viral kinetic parameters. Using a probabilistic model, we then related the within-host viral load to the probability of transmission for each age group. We found that children had higher peak viral loads and longer shedding periods compared to other age groups, suggesting a higher transmission probability in children over the infectious period. We validated our findings by comparing the estimated secondary attack rate across different age groups to empirical estimates from household transmission studies. Our work highlights the importance of age-specific considerations in understanding and managing RSV infections, suggesting that age-targeted interventions will be more effective in controlling RSV transmission.
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