Evidence map›Paper›PMID 41876522›Full record

ArticleNature communications2026

Post-pandemic changes in population immunity have reduced the likelihood of emergence of zoonotic coronaviruses.

Ryan M Imrie, Laura A Bissett, Savitha Raveendran, Maria Manali, Julien A R Amat, Laura Mojsiejczuk, Nicola Logan, Andrew Park, Marc Baguelin, Mafalda Viana and 2 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 authors.

Ryan M Imrie *MRC-University of Glasgow Centre for Virus Research, Glasgow, UK.ORCID http://orcid.org/0000-0002-5055-2888
Laura A Bissett *MRC-University of Glasgow Centre for Virus Research, Glasgow, UK.
Savitha RaveendranMRC-University of Glasgow Centre for Virus Research, Glasgow, UK.
Maria ManaliMRC-University of Glasgow Centre for Virus Research, Glasgow, UK.
Julien A R AmatDepartment of Laboratory Medicine, Yale School of Medicine, New Haven, USA.
Laura MojsiejczukMRC-University of Glasgow Centre for Virus Research, Glasgow, UK.
Nicola LoganMRC-University of Glasgow Centre for Virus Research, Glasgow, UK.ORCID http://orcid.org/0000-0001-6895-6015
Andrew ParkOdum School of Ecology, University of Georgia, Athens, GA, USA.ORCID http://orcid.org/0000-0003-4080-7274
Marc BaguelinMRC Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK.ORCID http://orcid.org/0000-0003-3867-1953
Mafalda VianaSchool of Biodiversity, One Health and Veterinary Medicine, University of Glasgow, Glasgow, UK. Mafalda.Viana@Glasgow.ac.uk.ORCID http://orcid.org/0000-0001-5975-6505
Brian J WillettMRC-University of Glasgow Centre for Virus Research, Glasgow, UK. Brian.Willett@Glasgow.ac.uk.ORCID http://orcid.org/0000-0001-8912-3266
Pablo R MurciaMRC-University of Glasgow Centre for Virus Research, Glasgow, UK. Pablo.Murcia@Glasgow.ac.uk.ORCID http://orcid.org/0000-0002-4352-394X

Funding

RCUK | Biotechnology and Biological Sciences Research Council (BBSRC) BB/V004697/1RCUK | Medical Research Council (MRC) MC_UU_00034/6RCUK | Medical Research Council (MRC) MC_UU_0034/3
6 · The paper itself

Abstract

Infections by endemic viruses, and the vaccines used to control them, often provide cross-protection against related viruses, potentially altering the transmission dynamics and likelihood of emergence of new zoonotic viruses with pandemic potential. Here, we investigate how population immunity after the COVID-19 pandemic has impacted the likelihood of emergence of a novel sarbecovirus, termed SARS-CoV-X. To this end, we combined empirical cross-neutralisation data with mathematical modelling to identify key immunological and epidemiological factors shaping sarbecovirus emergence. We show that sera from individuals with different COVID-19 immunological histories contained cross-neutralising antibodies against the spike (S) protein of multiple zoonotic sarbecoviruses. Simulations parameterised by these data predict that the likelihood of emergence of a novel sarbecovirus has been reduced significantly by population cross-immunity, with outcomes determined by the extent of cross-protection and R0 of the novel virus. Preventative vaccination against SARS-CoV-X using available COVID-19 vaccines can help resist emergence even in the presence of co-circulating SARS-CoV-2. However, a theoretical vaccine with high specificity to SARS-CoV-2 can increase emergence probability by suppressing SARS-CoV-2 prevalence and, by extension, levels of natural cross-protection. Overall, SARS-CoV-2 circulation and vaccination have generated widespread immunity against related sarbecoviruses, creating an immunological barrier to novel sarbecovirus emergence in humans.

Indexed as

CoronavirusViral ZoonosesZoonosesAnimalsAntibodies, NeutralizingAntibodies, ViralCOVID-19Cross ProtectionHumansPandemicsSARS-CoV-2Spike Glycoprotein, CoronavirusViral VaccinesAntibodies, NeutralizingAntibodies, ViralSpike Glycoprotein, Coronavirusspike protein, SARS-CoV-2Viral Vaccines

Identifiers

PMID41876522
PMCPMC13013692

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.