Literature DB >> 35782364

Age-Stratified COVID-19 Spread Analysis and Vaccination: A Multitype Random Network Approach.

Xianhao Chen1, Guangyu Zhu1, Lan Zhang2, Yuguang Fang1, Linke Guo3, Xinguang Chen4.   

Abstract

The risk of severe illness and mortality from COVID-19 significantly increases with age. As a result, age-stratified modeling for COVID-19 dynamics is the key to study how to reduce hospitalizations and mortality from COVID-19. By taking advantage of network theory, we develop an age-stratified epidemic model for COVID-19 in complex contact networks. Specifically, we present an extension of standard SEIR (susceptible-exposed-infectious-removed) compartmental model, called age-stratified SEAHIR (susceptible-exposed-asymptomatic-hospitalized-infectious-removed) model, to capture the spread of COVID-19 over multitype random networks with general degree distributions. We derive several key epidemiological metrics and then propose an age-stratified vaccination strategy to decrease the mortality and hospitalizations. Through extensive study, we discover that the outcome of vaccination prioritization depends on the reproduction number [Formula: see text]. Specifically, the elderly should be prioritized only when [Formula: see text] is relatively high. If ongoing intervention policies, such as universal masking, could suppress [Formula: see text] at a relatively low level, prioritizing the high-transmission age group (i.e., adults aged 20-39) is most effective to reduce both mortality and hospitalizations. These conclusions provide useful recommendations for age-based vaccination prioritization for COVID-19.

Entities:  

Keywords:  COVID-19; epidemic modeling; random network; vaccination

Year:  2021        PMID: 35782364      PMCID: PMC8791431          DOI: 10.1109/TNSE.2021.3075222

Source DB:  PubMed          Journal:  IEEE Trans Netw Sci Eng        ISSN: 2327-4697


  24 in total

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Authors:  Tom Britton; Frank Ball; Pieter Trapman
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Journal:  Lancet Infect Dis       Date:  2020-03-30       Impact factor: 25.071

7.  To mask or not to mask: Modeling the potential for face mask use by the general public to curtail the COVID-19 pandemic.

Authors:  Steffen E Eikenberry; Marina Mancuso; Enahoro Iboi; Tin Phan; Keenan Eikenberry; Yang Kuang; Eric Kostelich; Abba B Gumel
Journal:  Infect Dis Model       Date:  2020-04-21

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Authors:  Kate M Bubar; Kyle Reinholt; Stephen M Kissler; Marc Lipsitch; Sarah Cobey; Yonatan H Grad; Daniel B Larremore
Journal:  Science       Date:  2021-01-21       Impact factor: 47.728

9.  Projecting social contact matrices in 152 countries using contact surveys and demographic data.

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Journal:  PLoS Comput Biol       Date:  2017-09-12       Impact factor: 4.475

10.  Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2).

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Journal:  Science       Date:  2020-03-16       Impact factor: 47.728

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