Gustavo Cruz-Pacheco1, José F Bustamante-Castañeda2, Jean G Caputo3, María E Jiménez-Corona4,5, Samuel Ponce-de-León-Rosales6. 1. Department of Mathematics and Mechanics, Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas (IIMAS), National University of Mexico (UNAM), Mexico City, Mexico. 2. Graduate Program in Mathematical Sciences, UNAM, Mexico City, Mexico. 3. Laboratory of Mathematics, Institut National des Sciences Appliquées de Rouen Normandie, Saint-Etienne du Rouvray, France. 4. Department of Epidemiology, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City, Mexico. 5. Division of Graduate Studies and Research, Facultad de Odontología, UNAM, Mexico City, Mexico. 6. Programa Universitario de Investigación en Salud, UNAM, Mexico City, Mexico.
Abstract
BACKGROUND: On January 23, 2020, China imposed a quarantine on the city of Wuhan to contain the SARS-CoV-2 outbreak. Regardless of this measure, the new infection has spread to several countries around the world. OBJECTIVE: We developed a method to study the dissemination of this infection by airline routes and provide estimations of the time of arrival of the outbreak to different cities. METHODS: Using the Kermack and McKendrick model complemented with diffusion on a graph composed of nodes and edges, we made an analysis of COVID-19 dispersion to other cities by air travel. RESULTS: The estimation was accurate in that it was possible to predict in the middle of February 2020 the arrival of the first outbreak in Mexico, which eventually occurred between March 20 and 30. This estimation was robust with respect to small changes in epidemiological parameters at the other nodes. CONCLUSIONS: The estimation of the time of arrival of the outbreak from its epicenter, allows for a time period to implement and strengthen preventive measures aimed at the general population as well as to strengthen hospital infrastructure and training of human resources. In the present study, this estimation was accurate, as observed from the real data of the beginning of the outbreak in Mexico City up to April 6, 2020. Copyright:
BACKGROUND: On January 23, 2020, China imposed a quarantine on the city of Wuhan to contain the SARS-CoV-2 outbreak. Regardless of this measure, the new infection has spread to several countries around the world. OBJECTIVE: We developed a method to study the dissemination of this infection by airline routes and provide estimations of the time of arrival of the outbreak to different cities. METHODS: Using the Kermack and McKendrick model complemented with diffusion on a graph composed of nodes and edges, we made an analysis of COVID-19 dispersion to other cities by air travel. RESULTS: The estimation was accurate in that it was possible to predict in the middle of February 2020 the arrival of the first outbreak in Mexico, which eventually occurred between March 20 and 30. This estimation was robust with respect to small changes in epidemiological parameters at the other nodes. CONCLUSIONS: The estimation of the time of arrival of the outbreak from its epicenter, allows for a time period to implement and strengthen preventive measures aimed at the general population as well as to strengthen hospital infrastructure and training of human resources. In the present study, this estimation was accurate, as observed from the real data of the beginning of the outbreak in Mexico City up to April 6, 2020. Copyright:
Authors: Ricardo Ramírez-Aldana; Juan Carlos Gomez-Verjan; Omar Yaxmehen Bello-Chavolla; Carmen García-Peña Journal: PLoS One Date: 2021-07-21 Impact factor: 3.240