Evidence map›Paper›PMID 41104050›Full record

ArticleVirus evolution2025

Phylogeographic evaluation of the effectiveness of Canadian travel restrictions in reducing SARS-CoV-2 variant importations and burden.

Angela McLaughlin, Vincent Montoya, Rachel L Miller, Canadian COVID-19 Genomics Network (CanCOGeN) Consortium, Michael Worobey, Jeffrey B Joy

Abstract read
In one paragraph

Article in Virus evolution, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Angela McLaughlinMolecular Epidemiology and Evolutionary Genetics, British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC V6Z 1Y6, Canada.ORCID https://orcid.org/0000-0001-5606-9080
Vincent MontoyaMolecular Epidemiology and Evolutionary Genetics, British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC V6Z 1Y6, Canada.
Rachel L MillerMolecular Epidemiology and Evolutionary Genetics, British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC V6Z 1Y6, Canada.
Canadian COVID-19 Genomics Network (CanCOGeN) Consortium
Michael WorobeyDepartment of Ecology and Evolution, University of Arizona, PO Box 210088, Tucson, AZ 85721, United States.
Jeffrey B JoyMolecular Epidemiology and Evolutionary Genetics, British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC V6Z 1Y6, Canada.ORCID https://orcid.org/0000-0002-7013-1482

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Evaluating travel restriction effectiveness in mitigating infectious disease burden, exemplified by COVID-19, is critical for informing pandemic response policy, yet methodologies and results evaluating their effectiveness vary considerably. We hypothesized Canadian COVID-19 travel restrictions, including flight bans and enhanced screening, targeting focal source countries where SARS-CoV-2 variants of concern (VOCs) Alpha, Beta, Gamma, Delta, and Omicron were first identified, were variably effective towards averting introductions and case burden. We conducted a retrospective observational study using all the publicly available SARS-CoV-2 sequences and COVID-19 diagnoses up to March 2022, after which polymerase chain reaction (PCR) testing and surveillance sequencing decreased. Average daily variant cases were estimated across global regions and Canadian provinces, which informed subsampling probabilities for sequences for up to 50 000 sequences for VOCs and variants of interest from late 2020 to early 2022. Maximum likelihood phylogeographic methods were used to infer Canadian SARS-CoV-2 sublineages and singletons, representing international viral introductions with and without domestically sampled descendants. Reduction of sublineage and singleton introduction rates and proportional contributions from focal sources were quantified following interventions' introductions. Sublineages and cases averted

Indexed as

COVID-19genomic epidemiologyphylogeneticsphylogeographySARS-CoV-2variant

Identifiers

PMID41104050
PMCPMC12526992

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.