Cargando…

Spatial immunization to abate disease spreading in transportation hubs

Proximity social interactions are crucial for infectious diseases transmission. Crowded agglomerations pose serious risk of triggering superspreading events. Locations like transportation hubs (airports and stations) are designed to optimize logistic efficiency, not to reduce crowding, and are chara...

Descripción completa

Detalles Bibliográficos
Autores principales: Mazzoli, Mattia, Gallotti, Riccardo, Privitera, Filippo, Colet, Pere, Ramasco, José J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027826/
https://www.ncbi.nlm.nih.gov/pubmed/36941266
http://dx.doi.org/10.1038/s41467-023-36985-0
_version_ 1784909798547914752
author Mazzoli, Mattia
Gallotti, Riccardo
Privitera, Filippo
Colet, Pere
Ramasco, José J.
author_facet Mazzoli, Mattia
Gallotti, Riccardo
Privitera, Filippo
Colet, Pere
Ramasco, José J.
author_sort Mazzoli, Mattia
collection PubMed
description Proximity social interactions are crucial for infectious diseases transmission. Crowded agglomerations pose serious risk of triggering superspreading events. Locations like transportation hubs (airports and stations) are designed to optimize logistic efficiency, not to reduce crowding, and are characterized by a constant in and out flow of people. Here, we analyze the paradigmatic example of London Heathrow, one of the busiest European airports. Thanks to a dataset of anonymized individuals’ trajectories, we can model the spreading of different diseases to localize the contagion hotspots and to propose a spatial immunization policy targeting them to reduce disease spreading risk. We also detect the most vulnerable destinations to contagions produced at the airport and quantify the benefits of the spatial immunization technique to prevent regional and global disease diffusion. This method is immediately generalizable to train, metro and bus stations and to other facilities such as commercial or convention centers.
format Online
Article
Text
id pubmed-10027826
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-100278262023-03-22 Spatial immunization to abate disease spreading in transportation hubs Mazzoli, Mattia Gallotti, Riccardo Privitera, Filippo Colet, Pere Ramasco, José J. Nat Commun Article Proximity social interactions are crucial for infectious diseases transmission. Crowded agglomerations pose serious risk of triggering superspreading events. Locations like transportation hubs (airports and stations) are designed to optimize logistic efficiency, not to reduce crowding, and are characterized by a constant in and out flow of people. Here, we analyze the paradigmatic example of London Heathrow, one of the busiest European airports. Thanks to a dataset of anonymized individuals’ trajectories, we can model the spreading of different diseases to localize the contagion hotspots and to propose a spatial immunization policy targeting them to reduce disease spreading risk. We also detect the most vulnerable destinations to contagions produced at the airport and quantify the benefits of the spatial immunization technique to prevent regional and global disease diffusion. This method is immediately generalizable to train, metro and bus stations and to other facilities such as commercial or convention centers. Nature Publishing Group UK 2023-03-20 /pmc/articles/PMC10027826/ /pubmed/36941266 http://dx.doi.org/10.1038/s41467-023-36985-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Mazzoli, Mattia
Gallotti, Riccardo
Privitera, Filippo
Colet, Pere
Ramasco, José J.
Spatial immunization to abate disease spreading in transportation hubs
title Spatial immunization to abate disease spreading in transportation hubs
title_full Spatial immunization to abate disease spreading in transportation hubs
title_fullStr Spatial immunization to abate disease spreading in transportation hubs
title_full_unstemmed Spatial immunization to abate disease spreading in transportation hubs
title_short Spatial immunization to abate disease spreading in transportation hubs
title_sort spatial immunization to abate disease spreading in transportation hubs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027826/
https://www.ncbi.nlm.nih.gov/pubmed/36941266
http://dx.doi.org/10.1038/s41467-023-36985-0
work_keys_str_mv AT mazzolimattia spatialimmunizationtoabatediseasespreadingintransportationhubs
AT gallottiriccardo spatialimmunizationtoabatediseasespreadingintransportationhubs
AT priviterafilippo spatialimmunizationtoabatediseasespreadingintransportationhubs
AT coletpere spatialimmunizationtoabatediseasespreadingintransportationhubs
AT ramascojosej spatialimmunizationtoabatediseasespreadingintransportationhubs