Cargando…

Mathematical assessment of the impact of non-pharmaceutical interventions on curtailing the 2019 novel Coronavirus

A pandemic of a novel Coronavirus emerged in December of 2019 (COVID-19), causing devastating public health impact across the world. In the absence of a safe and effective vaccine or antivirals, strategies for controlling and mitigating the burden of the pandemic are focused on non-pharmaceutical in...

Descripción completa

Detalles Bibliográficos
Autores principales: Ngonghala, Calistus N., Iboi, Enahoro, Eikenberry, Steffen, Scotch, Matthew, MacIntyre, Chandini Raina, Bonds, Matthew H., Gumel, Abba B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7252217/
https://www.ncbi.nlm.nih.gov/pubmed/32360770
http://dx.doi.org/10.1016/j.mbs.2020.108364
_version_ 1783539114686021632
author Ngonghala, Calistus N.
Iboi, Enahoro
Eikenberry, Steffen
Scotch, Matthew
MacIntyre, Chandini Raina
Bonds, Matthew H.
Gumel, Abba B.
author_facet Ngonghala, Calistus N.
Iboi, Enahoro
Eikenberry, Steffen
Scotch, Matthew
MacIntyre, Chandini Raina
Bonds, Matthew H.
Gumel, Abba B.
author_sort Ngonghala, Calistus N.
collection PubMed
description A pandemic of a novel Coronavirus emerged in December of 2019 (COVID-19), causing devastating public health impact across the world. In the absence of a safe and effective vaccine or antivirals, strategies for controlling and mitigating the burden of the pandemic are focused on non-pharmaceutical interventions, such as social-distancing, contact-tracing, quarantine, isolation, and the use of face-masks in public. We develop a new mathematical model for assessing the population-level impact of the aforementioned control and mitigation strategies. Rigorous analysis of the model shows that the disease-free equilibrium is locally-asymptotically stable if a certain epidemiological threshold, known as the reproduction number (denoted by [Formula: see text]), is less than unity. Simulations of the model, using data relevant to COVID-19 transmission dynamics in the US state of New York and the entire US, show that the pandemic burden will peak in mid and late April, respectively. The worst-case scenario projections for cumulative mortality (based on the baseline levels of anti-COVID non-pharmaceutical interventions considered in the study) decrease dramatically by 80% and 64%, respectively, if the strict social-distancing measures implemented are maintained until the end of May or June, 2020. The duration and timing of the relaxation or termination of the strict social-distancing measures are crucially-important in determining the future trajectory of the COVID-19 pandemic. This study shows that early termination of the strict social-distancing measures could trigger a devastating second wave with burden similar to those projected before the onset of the strict social-distancing measures were implemented. The use of efficacious face-masks (such as surgical masks, with estimated efficacy [Formula: see text] 70%) in public could lead to the elimination of the pandemic if at least 70% of the residents of New York state use such masks in public consistently (nationwide, a compliance of at least 80% will be required using such masks). The use of low efficacy masks, such as cloth masks (of estimated efficacy less than 30%), could also lead to significant reduction of COVID-19 burden (albeit, they are not able to lead to elimination). Combining low efficacy masks with improved levels of the other anti-COVID-19 intervention strategies can lead to the elimination of the pandemic. This study emphasizes the important role social-distancing plays in curtailing the burden of COVID-19. Increases in the adherence level of social-distancing protocols result in dramatic reduction of the burden of the pandemic, and the timely implementation of social-distancing measures in numerous states of the US may have averted a catastrophic outcome with respect to the burden of COVID-19. Using face-masks in public (including the low efficacy cloth masks) is very useful in minimizing community transmission and burden of COVID-19, provided their coverage level is high. The masks coverage needed to eliminate COVID-19 decreases if the masks-based intervention is combined with the strict social-distancing strategy.
format Online
Article
Text
id pubmed-7252217
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Elsevier Inc.
record_format MEDLINE/PubMed
spelling pubmed-72522172020-05-28 Mathematical assessment of the impact of non-pharmaceutical interventions on curtailing the 2019 novel Coronavirus Ngonghala, Calistus N. Iboi, Enahoro Eikenberry, Steffen Scotch, Matthew MacIntyre, Chandini Raina Bonds, Matthew H. Gumel, Abba B. Math Biosci Article A pandemic of a novel Coronavirus emerged in December of 2019 (COVID-19), causing devastating public health impact across the world. In the absence of a safe and effective vaccine or antivirals, strategies for controlling and mitigating the burden of the pandemic are focused on non-pharmaceutical interventions, such as social-distancing, contact-tracing, quarantine, isolation, and the use of face-masks in public. We develop a new mathematical model for assessing the population-level impact of the aforementioned control and mitigation strategies. Rigorous analysis of the model shows that the disease-free equilibrium is locally-asymptotically stable if a certain epidemiological threshold, known as the reproduction number (denoted by [Formula: see text]), is less than unity. Simulations of the model, using data relevant to COVID-19 transmission dynamics in the US state of New York and the entire US, show that the pandemic burden will peak in mid and late April, respectively. The worst-case scenario projections for cumulative mortality (based on the baseline levels of anti-COVID non-pharmaceutical interventions considered in the study) decrease dramatically by 80% and 64%, respectively, if the strict social-distancing measures implemented are maintained until the end of May or June, 2020. The duration and timing of the relaxation or termination of the strict social-distancing measures are crucially-important in determining the future trajectory of the COVID-19 pandemic. This study shows that early termination of the strict social-distancing measures could trigger a devastating second wave with burden similar to those projected before the onset of the strict social-distancing measures were implemented. The use of efficacious face-masks (such as surgical masks, with estimated efficacy [Formula: see text] 70%) in public could lead to the elimination of the pandemic if at least 70% of the residents of New York state use such masks in public consistently (nationwide, a compliance of at least 80% will be required using such masks). The use of low efficacy masks, such as cloth masks (of estimated efficacy less than 30%), could also lead to significant reduction of COVID-19 burden (albeit, they are not able to lead to elimination). Combining low efficacy masks with improved levels of the other anti-COVID-19 intervention strategies can lead to the elimination of the pandemic. This study emphasizes the important role social-distancing plays in curtailing the burden of COVID-19. Increases in the adherence level of social-distancing protocols result in dramatic reduction of the burden of the pandemic, and the timely implementation of social-distancing measures in numerous states of the US may have averted a catastrophic outcome with respect to the burden of COVID-19. Using face-masks in public (including the low efficacy cloth masks) is very useful in minimizing community transmission and burden of COVID-19, provided their coverage level is high. The masks coverage needed to eliminate COVID-19 decreases if the masks-based intervention is combined with the strict social-distancing strategy. Elsevier Inc. 2020-07 2020-05-01 /pmc/articles/PMC7252217/ /pubmed/32360770 http://dx.doi.org/10.1016/j.mbs.2020.108364 Text en © 2020 Elsevier Inc. 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
Ngonghala, Calistus N.
Iboi, Enahoro
Eikenberry, Steffen
Scotch, Matthew
MacIntyre, Chandini Raina
Bonds, Matthew H.
Gumel, Abba B.
Mathematical assessment of the impact of non-pharmaceutical interventions on curtailing the 2019 novel Coronavirus
title Mathematical assessment of the impact of non-pharmaceutical interventions on curtailing the 2019 novel Coronavirus
title_full Mathematical assessment of the impact of non-pharmaceutical interventions on curtailing the 2019 novel Coronavirus
title_fullStr Mathematical assessment of the impact of non-pharmaceutical interventions on curtailing the 2019 novel Coronavirus
title_full_unstemmed Mathematical assessment of the impact of non-pharmaceutical interventions on curtailing the 2019 novel Coronavirus
title_short Mathematical assessment of the impact of non-pharmaceutical interventions on curtailing the 2019 novel Coronavirus
title_sort mathematical assessment of the impact of non-pharmaceutical interventions on curtailing the 2019 novel coronavirus
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7252217/
https://www.ncbi.nlm.nih.gov/pubmed/32360770
http://dx.doi.org/10.1016/j.mbs.2020.108364
work_keys_str_mv AT ngonghalacalistusn mathematicalassessmentoftheimpactofnonpharmaceuticalinterventionsoncurtailingthe2019novelcoronavirus
AT iboienahoro mathematicalassessmentoftheimpactofnonpharmaceuticalinterventionsoncurtailingthe2019novelcoronavirus
AT eikenberrysteffen mathematicalassessmentoftheimpactofnonpharmaceuticalinterventionsoncurtailingthe2019novelcoronavirus
AT scotchmatthew mathematicalassessmentoftheimpactofnonpharmaceuticalinterventionsoncurtailingthe2019novelcoronavirus
AT macintyrechandiniraina mathematicalassessmentoftheimpactofnonpharmaceuticalinterventionsoncurtailingthe2019novelcoronavirus
AT bondsmatthewh mathematicalassessmentoftheimpactofnonpharmaceuticalinterventionsoncurtailingthe2019novelcoronavirus
AT gumelabbab mathematicalassessmentoftheimpactofnonpharmaceuticalinterventionsoncurtailingthe2019novelcoronavirus