Projected resurgence of COVID-19 in the United States in July—December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination

Author:

Truelove Shaun1ORCID,Smith Claire P1,Qin Michelle2,Mullany Luke C13,Borchering Rebecca K4ORCID,Lessler Justin5,Shea Katriona4,Howerton Emily4,Contamin Lucie6,Levander John6,Kerr Jessica6,Hochheiser Harry6ORCID,Kinsey Matt3,Tallaksen Kate3,Wilson Shelby3,Shin Lauren3,Rainwater-Lovett Kaitlin3ORCID,Lemairtre Joseph C7,Dent Juan1ORCID,Kaminsky Joshua1,Lee Elizabeth C1,Perez-Saez Javier1,Hill Alison1,Karlen Dean8,Chinazzi Matteo9,Davis Jessica T9,Mu Kunpeng9,Xiong Xinyue9,Pastore y Piontti Ana9,Vespignani Alessandro9,Srivastava Ajitesh10,Porebski Przemyslaw11ORCID,Venkatramanan Srinivasan11,Adiga Aniruddha11,Lewis Bryan11ORCID,Klahn Brian11,Outten Joseph11,Orr Mark11,Harrison Galen11,Hurt Benjamin11,Chen Jiangzhuo11,Vullikanti Anil11,Marathe Madhav11,Hoops Stefan11,Bhattacharya Parantapa11,Machi Dustin11,Chen Shi12,Paul Rajib12,Janies Daniel12,Thill Jean-Claude12ORCID,Galanti Marta13ORCID,Yamana Teresa K13ORCID,Pei Sen13ORCID,Shaman Jeffrey L13ORCID,Healy Jessica M14,Slayton Rachel B14,Biggerstaff Matthew14,Johansson Michael A14,Runge Michael C15ORCID,Viboud Cecile16ORCID

Affiliation:

1. Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University

2. Harvard University

3. Johns Hopkins University Applied Physics Laboratory

4. Pennsylvania State University

5. University of North Carolina at Chapel Hill

6. University of Pittsburgh

7. École polytechnique fédérale de Lausanne

8. University of Victoria

9. Northeastern University

10. University of Southern California

11. University of Virginia

12. University of North Carolina at Charlotte

13. Columbia University

14. CDC COVID-19 Response Team

15. United States Geological Survey

16. Fogarty International Center, National Institutes of Health

Abstract

In Spring 2021, the highly transmissible SARS-CoV-2 Delta variant began to cause increases in cases, hospitalizations, and deaths in parts of the United States. At the time, with slowed vaccination uptake, this novel variant was expected to increase the risk of pandemic resurgence in the US in summer and fall 2021. As part of the COVID-19 Scenario Modeling Hub, an ensemble of nine mechanistic models produced 6-month scenario projections for July–December 2021 for the United States. These projections estimated substantial resurgences of COVID-19 across the US resulting from the more transmissible Delta variant, projected to occur across most of the US, coinciding with school and business reopening. The scenarios revealed that reaching higher vaccine coverage in July–December 2021 reduced the size and duration of the projected resurgence substantially, with the expected impacts was largely concentrated in a subset of states with lower vaccination coverage. Despite accurate projection of COVID-19 surges occurring and timing, the magnitude was substantially underestimated 2021 by the models compared with the of the reported cases, hospitalizations, and deaths occurring during July–December, highlighting the continued challenges to predict the evolving COVID-19 pandemic. Vaccination uptake remains critical to limiting transmission and disease, particularly in states with lower vaccination coverage. Higher vaccination goals at the onset of the surge of the new variant were estimated to avert over 1.5 million cases and 21,000 deaths, although may have had even greater impacts, considering the underestimated resurgence magnitude from the model.

Funder

National Science Foundation

Huck Institutes of the Life Sciences

National Institute of General Medical Sciences

United States Department of Health and Human Services

California Department of Public Health

Johns Hopkins University

National Institutes of Health

Swiss National Science Foundation

Virginia Department of Health

Centers for Disease Control and Prevention

Defense Threat Reduction Agency

University of Virginia

COVID-19 HPC Consortium

Amazon Web Services

Models of Infectious Disease Agent Study

North Carolina Biotechnology Center

Council of State and Territorial Epidemiologists

Morris-Singer Foundation

Publisher

eLife Sciences Publications, Ltd

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

Reference17 articles.

1. Household transmission of COVID-19 cases associated with SARS-CoV-2 delta variant (B.1.617.2): national case-control study;Allen;The Lancet Regional Health. Europe,2022

2. Modeling of Future COVID-19 Cases, Hospitalizations, and Deaths, by Vaccination Rates and Nonpharmaceutical Intervention Scenarios - United States, April-September 2021;Borchering;MMWR. Morbidity and Mortality Weekly Report,2021

3. COVIDcast;Carnegie Mellon University Delphi Group,2021

4. Guidance for COVID-19 Prevention in K-12 Schools;Centers for Disease Control and Prevention,2021

5. COVID Data Tracker;Centers for Disease Control and Prevention,2021

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3