Cargando…
An effective immunization strategy for airborne epidemics in modular and hierarchical social contact network
Social contact between individuals is the chief factor for airborne epidemic transmission among the crowd. Social contact networks, which describe the contact relationships among individuals, always exhibit overlapping qualities of communities, hierarchical structure and spatial-correlated. We find...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier B.V.
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7126276/ https://www.ncbi.nlm.nih.gov/pubmed/32288094 http://dx.doi.org/10.1016/j.physa.2015.07.034 |
_version_ | 1783516113435361280 |
---|---|
author | Song, Zhichao Ge, Yuanzheng Luo, Lei Duan, Hong Qiu, Xiaogang |
author_facet | Song, Zhichao Ge, Yuanzheng Luo, Lei Duan, Hong Qiu, Xiaogang |
author_sort | Song, Zhichao |
collection | PubMed |
description | Social contact between individuals is the chief factor for airborne epidemic transmission among the crowd. Social contact networks, which describe the contact relationships among individuals, always exhibit overlapping qualities of communities, hierarchical structure and spatial-correlated. We find that traditional global targeted immunization strategy would lose its superiority in controlling the epidemic propagation in the social contact networks with modular and hierarchical structure. Therefore, we propose a hierarchical targeted immunization strategy to settle this problem. In this novel strategy, importance of the hierarchical structure is considered. Transmission control experiments of influenza H1N1 are carried out based on a modular and hierarchical network model. Results obtained indicate that hierarchical structure of the network is more critical than the degrees of the immunized targets and the modular network layer is the most important for the epidemic propagation control. Finally, the efficacy and stability of this novel immunization strategy have been validated as well. |
format | Online Article Text |
id | pubmed-7126276 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-71262762020-04-08 An effective immunization strategy for airborne epidemics in modular and hierarchical social contact network Song, Zhichao Ge, Yuanzheng Luo, Lei Duan, Hong Qiu, Xiaogang Physica A Article Social contact between individuals is the chief factor for airborne epidemic transmission among the crowd. Social contact networks, which describe the contact relationships among individuals, always exhibit overlapping qualities of communities, hierarchical structure and spatial-correlated. We find that traditional global targeted immunization strategy would lose its superiority in controlling the epidemic propagation in the social contact networks with modular and hierarchical structure. Therefore, we propose a hierarchical targeted immunization strategy to settle this problem. In this novel strategy, importance of the hierarchical structure is considered. Transmission control experiments of influenza H1N1 are carried out based on a modular and hierarchical network model. Results obtained indicate that hierarchical structure of the network is more critical than the degrees of the immunized targets and the modular network layer is the most important for the epidemic propagation control. Finally, the efficacy and stability of this novel immunization strategy have been validated as well. Elsevier B.V. 2015-12-01 2015-08-06 /pmc/articles/PMC7126276/ /pubmed/32288094 http://dx.doi.org/10.1016/j.physa.2015.07.034 Text en Copyright © 2015 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Song, Zhichao Ge, Yuanzheng Luo, Lei Duan, Hong Qiu, Xiaogang An effective immunization strategy for airborne epidemics in modular and hierarchical social contact network |
title | An effective immunization strategy for airborne epidemics in modular and hierarchical social contact network |
title_full | An effective immunization strategy for airborne epidemics in modular and hierarchical social contact network |
title_fullStr | An effective immunization strategy for airborne epidemics in modular and hierarchical social contact network |
title_full_unstemmed | An effective immunization strategy for airborne epidemics in modular and hierarchical social contact network |
title_short | An effective immunization strategy for airborne epidemics in modular and hierarchical social contact network |
title_sort | effective immunization strategy for airborne epidemics in modular and hierarchical social contact network |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7126276/ https://www.ncbi.nlm.nih.gov/pubmed/32288094 http://dx.doi.org/10.1016/j.physa.2015.07.034 |
work_keys_str_mv | AT songzhichao aneffectiveimmunizationstrategyforairborneepidemicsinmodularandhierarchicalsocialcontactnetwork AT geyuanzheng aneffectiveimmunizationstrategyforairborneepidemicsinmodularandhierarchicalsocialcontactnetwork AT luolei aneffectiveimmunizationstrategyforairborneepidemicsinmodularandhierarchicalsocialcontactnetwork AT duanhong aneffectiveimmunizationstrategyforairborneepidemicsinmodularandhierarchicalsocialcontactnetwork AT qiuxiaogang aneffectiveimmunizationstrategyforairborneepidemicsinmodularandhierarchicalsocialcontactnetwork AT songzhichao effectiveimmunizationstrategyforairborneepidemicsinmodularandhierarchicalsocialcontactnetwork AT geyuanzheng effectiveimmunizationstrategyforairborneepidemicsinmodularandhierarchicalsocialcontactnetwork AT luolei effectiveimmunizationstrategyforairborneepidemicsinmodularandhierarchicalsocialcontactnetwork AT duanhong effectiveimmunizationstrategyforairborneepidemicsinmodularandhierarchicalsocialcontactnetwork AT qiuxiaogang effectiveimmunizationstrategyforairborneepidemicsinmodularandhierarchicalsocialcontactnetwork |