Evidence map›Paper›PMID 38722935›Full record

ArticlePloS one2024

SARS-CoV-2 variant introduction following spring break travel and transmission mitigation strategies.

Justin M Napolitano, Sujata Srikanth, Rooksana E Noorai, Stevin Wilson, Kaitlyn E Williams, Ramses A Rosales-Garcia, Brian Krueger, Chloe Emerson, Scott Parker, John Pruitt and 9 more

Abstract read
In one paragraph

Article in PloS one, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. Article
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

19 authors.

Justin M NapolitanoClemson University, Research and Education in Disease Diagnostics and Intervention Clemson, Clemson, South Carolina, United States of America.ORCID 0000-0001-5272-5044
Sujata SrikanthClemson University, Research and Education in Disease Diagnostics and Intervention Clemson, Clemson, South Carolina, United States of America.
Rooksana E NooraiClemson University, Clemson University Genomics and Bioinformatics Facility, Clemson, South Carolina, United States of America.ORCID 0000-0002-9992-5198
Stevin WilsonClemson University, Clemson University Genomics and Bioinformatics Facility, Clemson, South Carolina, United States of America.
Kaitlyn E WilliamsClemson University, Clemson University Genomics and Bioinformatics Facility, Clemson, South Carolina, United States of America.ORCID 0009-0005-3723-3937
Ramses A Rosales-GarciaClemson University, Clemson University Genomics and Bioinformatics Facility, Clemson, South Carolina, United States of America.
Brian KruegerLabcorp, Burlington, North Carolina, United States of America.
Chloe EmersonClemson University, Research and Education in Disease Diagnostics and Intervention Clemson, Clemson, South Carolina, United States of America.
Scott ParkerLabcorp, Burlington, North Carolina, United States of America.
John PruittLabcorp, Burlington, North Carolina, United States of America.
Rachel DangoLabcorp, Burlington, North Carolina, United States of America.
Lax IyerLabcorp, Burlington, North Carolina, United States of America.
Adib ShafiLabcorp, Burlington, North Carolina, United States of America.
Iromi JayawardenaDepartment of Public Health Sciences, Clemson University, Clemson, South Carolina, United States of America.
Christopher L ParkinsonClemson University, Clemson University Genomics and Bioinformatics Facility, Clemson, South Carolina, United States of America.
Christopher McMahanClemson University, School of Mathematical and Statistical Sciences, Clemson, South Carolina, United States of America.
Lior RennertDepartment of Public Health Sciences, Clemson University, Clemson, South Carolina, United States of America.ORCID 0000-0001-5275-7273
Congyue Annie PengClemson University, Research and Education in Disease Diagnostics and Intervention Clemson, Clemson, South Carolina, United States of America.ORCID 0000-0002-9992-5737
Delphine DeanClemson University, Research and Education in Disease Diagnostics and Intervention Clemson, Clemson, South Carolina, United States of America.ORCID 0000-0002-8631-2640

Funding

Tissue Structural and Neural Remodeling in Human Sacroiliac JointP20GM121342 · NIGMS · CLEMSON UNIVERSITY · PI Jeryl Jones · 2018 to 2026
$24.7M
Regulation of Cryptosporidium DevelopmentP20GM146584 · NIGMS · CLEMSON UNIVERSITY · PI KERRY Scot SMITH · 2022 to 2026
$13.5M
Statistical Methods for Gene Regulatory Analysis From Single Cell Genomics DataP20GM139769 · NIGMS · CLEMSON UNIVERSITY · PI ANHOLT, ROBERT R. H, ARNO, GAVIN · 2021 to 2025
$10.8M
The role of acetate fermentation in Entamoeba histolytica growth and infectionP20GM109094 · NIGMS · CLEMSON UNIVERSITY · PI TEMESVARI, LESLY A · 2016 to 2020
$10.4M
NIGMS NIH HHS P20 GM109094NIGMS NIH HHS P20 GM121342NIGMS NIH HHS P20 GM139769NIGMS NIH HHS P20 GM146584
6 · The paper itself

Abstract

backgroundUniversity spring break carries a two-pronged SARS-CoV-2 variant transmission risk. Circulating variants from universities can spread to spring break destinations, and variants from spring break destinations can spread to universities and surrounding communities. Therefore, it is critical to implement SARS-CoV-2 variant surveillance and testing strategies to limit community spread before and after spring break to mitigate virus transmission and facilitate universities safely returning to in-person teaching.

methodsWe examined the SARS-CoV-2 positivity rate and changes in variant lineages before and after the university spring break for two consecutive years. 155 samples were sequenced across four time periods: pre- and post-spring break 2021 and pre- and post-spring break 2022; following whole genome sequencing, samples were assigned clades. The clades were then paired with positivity and testing data from over 50,000 samples.

resultsIn 2021, the number of variants in the observed population increased from four to nine over spring break, with variants of concern being responsible for most of the cases; Alpha percent composition increased from 22.2% to 56.4%. In 2022, the number of clades in the population increased only from two to three, all of which were Omicron or a sub-lineage of Omicron. However, phylogenetic analysis showed the emergence of distantly related sub-lineages. 2022 saw a greater increase in positivity than 2021, which coincided with a milder mitigation strategy. Analysis of social media data provided insight into student travel destinations and how those travel events may have impacted spread.

conclusionsWe show the role that repetitive testing can play in transmission mitigation, reducing community spread, and maintaining in-person education. We identified that distantly related lineages were brought to the area after spring break travel regardless of the presence of a dominant variant of concern.

Indexed as

COVID-19SARS-CoV-2TravelHumansPhylogenySeasonsUniversitiesWhole Genome Sequencing

Identifiers

PMID38722935
PMCPMC11081374

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.