Evidence map›Paper›PMID 36530725›Full record

ArticleFrontiers in public health2022

No magic bullet: Limiting in-school transmission in the face of variable SARS-CoV-2 viral loads.

Debra Van Egeren, Madison Stoddard, Abir Malakar, Debayan Ghosh, Antu Acharya, Sk Mainuddin, Biswajit Majumdar, Deborah Luo, Ryan P Nolan, Diane Joseph-McCarthy and 4 more

Abstract read
In one paragraph

Article in Frontiers in public health, 2022. 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

14 authors.

Debra Van EgerenDepartment of Medicine, Weill Cornell Medicine, New York, NY, United States.
Madison StoddardFractal Therapeutics, Cambridge, MA, United States.
Abir MalakarDepartment of Mechanical Engineering, South Dakota State University, Brookings, SD, United States.
Debayan GhoshDepartment of Civil Engineering, Jadavpur University, Kolkata, India.
Antu AcharyaDepartment of Civil Engineering, Jadavpur University, Kolkata, India.
Sk MainuddinDepartment of Civil Engineering, Jadavpur University, Kolkata, India.
Biswajit MajumdarDepartment of Civil Engineering, Jadavpur University, Kolkata, India.
Deborah LuoAmity Regional High School, Woodbridge, CT, United States.
Ryan P NolanHalozyme Therapeutics, San Diego, CA, United States.
Diane Joseph-McCarthyDepartment of Biomedical Engineering, Boston University, Boston, MA, United States.
Laura F WhiteDepartment of Biostatistics, Boston University School of Public Health, Boston, MA, United States.
Natasha S HochbergSection of Infectious Diseases, Department of Medicine, Boston University School of Medicine, Boston, MA, United States.
Saikat BasuDepartment of Mechanical Engineering, South Dakota State University, Brookings, SD, United States.
Arijit ChakravartyFractal Therapeutics, Cambridge, MA, United States.

Funding

Maximizing Investigators' Research Award (R35)R35GM141821 · NIGMS · BOSTON UNIVERSITY MEDICAL CAMPUS · PI WHITE, LAURA FORSBERG · 2021 to 2025
$1.8M
NIGMS NIH HHS R35 GM141821
6 · The paper itself

Abstract

In the face of a long-running pandemic, understanding the drivers of ongoing SARS-CoV-2 transmission is crucial for the rational management of COVID-19 disease burden. Keeping schools open has emerged as a vital societal imperative during the pandemic, but in-school transmission of SARS-CoV-2 can contribute to further prolonging the pandemic. In this context, the role of schools in driving SARS-CoV-2 transmission acquires critical importance. Here we model in-school transmission from first principles to investigate the effectiveness of layered mitigation strategies on limiting in-school spread. We examined the effect of masks and air quality (ventilation, filtration and ionizers) on steady-state viral load in classrooms, as well as on the number of particles inhaled by an uninfected person. The effectiveness of these measures in limiting viral transmission was assessed for variants with different levels of mean viral load (ancestral, Delta, Omicron). Our results suggest that a layered mitigation strategy can be used effectively to limit in-school transmission, with certain limitations. First, poorly designed strategies (insufficient ventilation, no masks, staying open under high levels of community transmission) will permit in-school spread even if some level of mitigation is present. Second, for viral variants that are sufficiently contagious, it may be difficult to construct any set of interventions capable of blocking transmission once an infected individual is present, underscoring the importance of other measures. Our findings provide practical recommendations; in particular, the use of a layered mitigation strategy that is designed to limit transmission, with other measures such as frequent surveillance testing and smaller class sizes (such as by offering remote schooling options to those who prefer it) as needed.

Indexed as

COVID-19SARS-CoV-2HumansPandemicsSchoolsViral Loadenvironmental controlsepidemiological modelingSARS-CoV-2schoolsviral variants

Identifiers

PMID36530725
PMCPMC9751474

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.