Evidence map›Paper›PMID 37081456›Full record

ArticleBMC infectious diseases2023

Predicting norovirus and rotavirus resurgence in the United States following the COVID-19 pandemic: a mathematical modelling study.

Brooke L Lappe, Mary E Wikswo, Anita K Kambhampati, Sara A Mirza, Jacqueline E Tate, Alicia N M Kraay, Ben A Lopman

Abstract read
In one paragraph

Article in BMC infectious diseases, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 2 pooled it
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Brooke L LappeGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd, Atlanta, GA, 30322, USA. blappe@emory.edu.ORCID http://orcid.org/0000-0002-7560-1113
Mary E WikswoDivision of Viral Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Anita K KambhampatiDivision of Viral Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Sara A MirzaDivision of Viral Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Jacqueline E TateDivision of Viral Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Alicia N M KraayDepartment of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Champaign, IL, USA.
Ben A LopmanGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd, Atlanta, GA, 30322, USA.

Funding

Improving Minority Health by Monitoring Medicaid Quality, Disparities and ValueR01MD012428 · NIMHD · RAND CORPORATION · PI HORVITZ-LENNON, MARCELA V, NORMAND, SHARON-LISE TERESA · 2017 to 2020
$3.2M
Preparing for the SARS-CoV2 vaccine: Modeling of transmission pathways, viral evolution and vaccination strategiesR01GM124280 · NIGMS · EMORY UNIVERSITY · PI LOPMAN, BENJAMIN A · 2018 to 2022
$2.2M
NIGMS NIH HHS R01 GM124280NIMHD NIH HHS R01 MD012428
6 · The paper itself

Abstract

backgroundTo reduce the burden from the COVID-19 pandemic in the United States, federal and state local governments implemented restrictions such as limitations on gatherings, restaurant dining, and travel, and recommended non-pharmaceutical interventions including physical distancing, mask-wearing, surface disinfection, and increased hand hygiene. Resulting behavioral changes impacted other infectious diseases including enteropathogens such as norovirus and rotavirus, which had fairly regular seasonal patterns prior to the COVID-19 pandemic. The study objective was to project future incidence of norovirus and rotavirus gastroenteritis as contacts resumed and other NPIs are relaxed.

methodsWe fitted compartmental mathematical models to pre-pandemic U.S. surveillance data (2012-2019) for norovirus and rotavirus using maximum likelihood estimation. Then, we projected incidence for 2022-2030 under scenarios where the number of contacts a person has per day varies from70%, 80%, 90%, and full resumption (100%) of pre-pandemic levels.

resultsWe found that the population susceptibility to both viruses increased between March 2020 and November 2021. The 70-90% contact resumption scenarios led to lower incidence than observed pre-pandemic for both viruses. However, we found a greater than two-fold increase in community incidence relative to the pre-pandemic period under the 100% contact scenarios for both viruses. With rotavirus, for which population immunity is driven partially by vaccination, patterns settled into a new steady state quickly in 2022 under the 70-90% scenarios. For norovirus, for which immunity is relatively short-lasting and only acquired through infection, surged under the 100% contact scenario projection.

conclusionsThese results, which quantify the consequences of population susceptibility build-up, can help public health agencies prepare for potential resurgence of enteric viruses.

Indexed as

Caliciviridae InfectionsCOVID-19Enterovirus InfectionsGastroenteritisNorovirusRotavirusRotavirus InfectionsVirusesHumansModels, TheoreticalPandemicsUnited StatesCOVID-19Mathematical modellingNorovirusRotavirusSeasonalitySurveillanceTransmission

Identifiers

PMID37081456
PMCPMC10117239

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.