Cargando…
The Joint Impact of COVID-19 Vaccination and Non-Pharmaceutical Interventions on Infections, Hospitalizations, and Mortality: An Agent-Based Simulation
BACKGROUND: Vaccination against SARS-CoV-2 has the potential to significantly reduce transmission and morbidity and mortality due to COVID-19. This modeling study simulated the comparative and joint impact of COVID-19 vaccine efficacy and coverage with and without non-pharmaceutical interventions (N...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805476/ https://www.ncbi.nlm.nih.gov/pubmed/33442712 http://dx.doi.org/10.1101/2020.12.30.20248888 |
_version_ | 1783636318135255040 |
---|---|
author | Patel, Mehul D. Rosenstrom, Erik Ivy, Julie S. Mayorga, Maria E. Keskinocak, Pinar Boyce, Ross M. Hassmiller Lich, Kristen Smith, Raymond L. Johnson, Karl T. Swann, Julie L. |
author_facet | Patel, Mehul D. Rosenstrom, Erik Ivy, Julie S. Mayorga, Maria E. Keskinocak, Pinar Boyce, Ross M. Hassmiller Lich, Kristen Smith, Raymond L. Johnson, Karl T. Swann, Julie L. |
author_sort | Patel, Mehul D. |
collection | PubMed |
description | BACKGROUND: Vaccination against SARS-CoV-2 has the potential to significantly reduce transmission and morbidity and mortality due to COVID-19. This modeling study simulated the comparative and joint impact of COVID-19 vaccine efficacy and coverage with and without non-pharmaceutical interventions (NPIs) on total infections, hospitalizations, and deaths. METHODS: An agent-based simulation model was employed to estimate incident SARS-CoV-2 infections and COVID-19-associated hospitalizations and deaths over 18 months for the State of North Carolina, a population of roughly 10.5 million. Vaccine efficacy of 50% and 90% and vaccine coverage of 25%, 50%, and 75% (at the end of a 6-month distribution period) were evaluated. Six vaccination scenarios were simulated with NPIs (i.e., reduced mobility, school closings, face mask usage) maintained and removed during the period of vaccine distribution. RESULTS: In the worst-case vaccination scenario (50% efficacy and 25% coverage), 2,231,134 new SARS-CoV-2 infections occurred with NPIs removed and 799,949 infections with NPIs maintained. In contrast, in the best-case scenario (90% efficacy and 75% coverage), there were 450,575 new infections with NPIs maintained and 527,409 with NPIs removed. When NPIs were removed, lower efficacy (50%) and higher coverage (75%) reduced infection risk by a greater magnitude than higher efficacy (90%) and lower coverage (25%) compared to the worst-case scenario (absolute risk reduction 13% and 8%, respectively). CONCLUSION: Simulation results suggest that premature lifting of NPIs while vaccines are distributed may result in substantial increases in infections, hospitalizations, and deaths. Furthermore, as NPIs are removed, higher vaccination coverage with less efficacious vaccines can contribute to a larger reduction in risk of SARS-CoV-2 infection compared to more efficacious vaccines at lower coverage. Our findings highlight the need for well-resourced and coordinated efforts to achieve high vaccine coverage and continued adherence to NPIs before many pre-pandemic activities can be resumed. |
format | Online Article Text |
id | pubmed-7805476 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-78054762021-01-14 The Joint Impact of COVID-19 Vaccination and Non-Pharmaceutical Interventions on Infections, Hospitalizations, and Mortality: An Agent-Based Simulation Patel, Mehul D. Rosenstrom, Erik Ivy, Julie S. Mayorga, Maria E. Keskinocak, Pinar Boyce, Ross M. Hassmiller Lich, Kristen Smith, Raymond L. Johnson, Karl T. Swann, Julie L. medRxiv Article BACKGROUND: Vaccination against SARS-CoV-2 has the potential to significantly reduce transmission and morbidity and mortality due to COVID-19. This modeling study simulated the comparative and joint impact of COVID-19 vaccine efficacy and coverage with and without non-pharmaceutical interventions (NPIs) on total infections, hospitalizations, and deaths. METHODS: An agent-based simulation model was employed to estimate incident SARS-CoV-2 infections and COVID-19-associated hospitalizations and deaths over 18 months for the State of North Carolina, a population of roughly 10.5 million. Vaccine efficacy of 50% and 90% and vaccine coverage of 25%, 50%, and 75% (at the end of a 6-month distribution period) were evaluated. Six vaccination scenarios were simulated with NPIs (i.e., reduced mobility, school closings, face mask usage) maintained and removed during the period of vaccine distribution. RESULTS: In the worst-case vaccination scenario (50% efficacy and 25% coverage), 2,231,134 new SARS-CoV-2 infections occurred with NPIs removed and 799,949 infections with NPIs maintained. In contrast, in the best-case scenario (90% efficacy and 75% coverage), there were 450,575 new infections with NPIs maintained and 527,409 with NPIs removed. When NPIs were removed, lower efficacy (50%) and higher coverage (75%) reduced infection risk by a greater magnitude than higher efficacy (90%) and lower coverage (25%) compared to the worst-case scenario (absolute risk reduction 13% and 8%, respectively). CONCLUSION: Simulation results suggest that premature lifting of NPIs while vaccines are distributed may result in substantial increases in infections, hospitalizations, and deaths. Furthermore, as NPIs are removed, higher vaccination coverage with less efficacious vaccines can contribute to a larger reduction in risk of SARS-CoV-2 infection compared to more efficacious vaccines at lower coverage. Our findings highlight the need for well-resourced and coordinated efforts to achieve high vaccine coverage and continued adherence to NPIs before many pre-pandemic activities can be resumed. Cold Spring Harbor Laboratory 2021-01-10 /pmc/articles/PMC7805476/ /pubmed/33442712 http://dx.doi.org/10.1101/2020.12.30.20248888 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Patel, Mehul D. Rosenstrom, Erik Ivy, Julie S. Mayorga, Maria E. Keskinocak, Pinar Boyce, Ross M. Hassmiller Lich, Kristen Smith, Raymond L. Johnson, Karl T. Swann, Julie L. The Joint Impact of COVID-19 Vaccination and Non-Pharmaceutical Interventions on Infections, Hospitalizations, and Mortality: An Agent-Based Simulation |
title | The Joint Impact of COVID-19 Vaccination and Non-Pharmaceutical Interventions on Infections, Hospitalizations, and Mortality: An Agent-Based Simulation |
title_full | The Joint Impact of COVID-19 Vaccination and Non-Pharmaceutical Interventions on Infections, Hospitalizations, and Mortality: An Agent-Based Simulation |
title_fullStr | The Joint Impact of COVID-19 Vaccination and Non-Pharmaceutical Interventions on Infections, Hospitalizations, and Mortality: An Agent-Based Simulation |
title_full_unstemmed | The Joint Impact of COVID-19 Vaccination and Non-Pharmaceutical Interventions on Infections, Hospitalizations, and Mortality: An Agent-Based Simulation |
title_short | The Joint Impact of COVID-19 Vaccination and Non-Pharmaceutical Interventions on Infections, Hospitalizations, and Mortality: An Agent-Based Simulation |
title_sort | joint impact of covid-19 vaccination and non-pharmaceutical interventions on infections, hospitalizations, and mortality: an agent-based simulation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805476/ https://www.ncbi.nlm.nih.gov/pubmed/33442712 http://dx.doi.org/10.1101/2020.12.30.20248888 |
work_keys_str_mv | AT patelmehuld thejointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT rosenstromerik thejointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT ivyjulies thejointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT mayorgamariae thejointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT keskinocakpinar thejointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT boycerossm thejointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT hassmillerlichkristen thejointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT smithraymondl thejointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT johnsonkarlt thejointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT swannjuliel thejointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT patelmehuld jointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT rosenstromerik jointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT ivyjulies jointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT mayorgamariae jointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT keskinocakpinar jointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT boycerossm jointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT hassmillerlichkristen jointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT smithraymondl jointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT johnsonkarlt jointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation AT swannjuliel jointimpactofcovid19vaccinationandnonpharmaceuticalinterventionsoninfectionshospitalizationsandmortalityanagentbasedsimulation |