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Dynamic Monitoring of Seroconversion using a Multianalyte Immunobead Assay for Covid-19
Published on: February 16, 2022
Immunity acquired by a minority active fraction of the population could explain COVID-19 spread in Greater Buenos
Gabriel Fabricius1,2, R A Borzi2,3,4, José Caminos3
1Instituto de Investigaciones Fisicoquímicas Teóricas y Aplicadas (INIFTA), CONICET and Facultad de Ciencias Exactas, Universidad Nacional de La Plata, La Plata, Argentina.
Insights
The spread of COVID-19 in Greater Buenos Aires (GBA) during 2020 was explained by a minority of the population driving transmission. As this group developed immunity, incidences declined, suggesting lasting immunity from SARS-CoV-2 infection.
Area of Science:
- Epidemiology
- Mathematical Biology
- Infectious Disease Dynamics
Background:
- The COVID-19 pandemic presented varied national trajectories, with Argentina experiencing concentrated cases in the Greater Buenos Aires (GBA) region.
- This study examines the SARS-CoV-2 spread in GBA from June to November 2020, a period preceding vaccine availability.
Purpose of the Study:
- To analyze the COVID-19 transmission dynamics in the GBA region during a specific period.
- To investigate the factors influencing the observed rise and fall of COVID-19 incidences.
Main Methods:
- Utilized mathematical modeling to study COVID-19 spread.
- Incorporated available epidemiological data from the GBA region.
Main Results:
- Incidences in GBA sharply rose from June 2020, peaking by late August, then declining until November.
- A minority fraction of the population was implicated in the spread, with incidences decreasing as this group acquired immunity.
Conclusions:
- The observed COVID-19 incidence patterns in GBA are consistent with a model where a susceptible subpopulation drives transmission.
- Lasting immunity conferred by SARS-CoV-2 infection is a plausible explanation for the decline in cases at the population level.
Abstract:
The coronavirus disease 2019 (COVID-19) pandemic had an uneven development in different countries. In Argentina, the pandemic began in March 2020 and, during the first 3 months, the vast majority of cases were concentrated in a densely populated region that includes the city of Buenos Aires (country capital) and the Greater Buenos Aires (GBA) area that surrounds it. This work focuses on the spread of COVID-19 between June and November 2020 in GBA. Within this period of time there was no vaccine, basically only the early wild strain of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) was present, and the official restriction and distancing measures in this region remained more or less constant. Under these particular conditions, the incidences show a sharp rise from June 2020 and begin to decrease towards the end of August until the end of November 2020. In this work we study, through mathematical modelling and available epidemiological information, the spread of COVID-19 in this region and period of time. We show that a coherent explanation of the evolution of incidences can be obtained assuming that only a minority fraction of the population got involved in the spread process, so that the incidences decreased as this group of people was becoming immune. The observed evolution of the incidences could then be a consequence at the population level of lasting immunity conferred by SARS-CoV-2.
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