Evidence map›Paper›PMID 41843571›Full record

ArticlePLoS neglected tropical diseases2026

Pandemic-driven immune imprinting accelerates evolution of human coronavirus OC43.

Shuiping Lu, Qi Shen, Huanru Wang, Mingyi Cai, Jingjing Hu, Yi Li, Yuxi Wang, Feng Yuan, Qingyuan Xu, Weijie Chen and 5 more

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 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

15 authors.

Shuiping LuSchool of Public Health, Fudan University, Key Lab of Public Health Safety, Ministry of Education, Shanghai, China.
Qi ShenShanghai Jing'an District Center for Disease Control and Prevention (Shanghai Jing'an District Health Supervision Institute), Shanghai, China.
Huanru WangPathogen Testing Center, Shanghai Municipal Center for Disease Control and Prevention (Shanghai Academy of Preventive Medicine), Shanghai, China.
Mingyi CaiShanghai Jing'an District Center for Disease Control and Prevention (Shanghai Jing'an District Health Supervision Institute), Shanghai, China.
Jingjing HuSchool of Public Health, Fudan University, Key Lab of Public Health Safety, Ministry of Education, Shanghai, China.
Yi LiShanghai Jing'an District Center for Disease Control and Prevention (Shanghai Jing'an District Health Supervision Institute), Shanghai, China.
Yuxi WangSchool of Public Health, Fudan University, Key Lab of Public Health Safety, Ministry of Education, Shanghai, China.
Feng YuanShanghai Jing'an District Center for Disease Control and Prevention (Shanghai Jing'an District Health Supervision Institute), Shanghai, China.
Qingyuan XuShanghai Jing'an District Center for Disease Control and Prevention (Shanghai Jing'an District Health Supervision Institute), Shanghai, China.
Weijie ChenSchool of Public Health, Fudan University, Key Lab of Public Health Safety, Ministry of Education, Shanghai, China.
Yitian WuShanghai Municipal Center for Disease Control and Prevention, Shanghai, China.
Jiasheng XiongShanghai Municipal Center for Disease Control and Prevention, Shanghai, China.
Zheng TengPathogen Testing Center, Shanghai Municipal Center for Disease Control and Prevention (Shanghai Academy of Preventive Medicine), Shanghai, China.
Mengting TangShanghai Jing'an District Center for Disease Control and Prevention (Shanghai Jing'an District Health Supervision Institute), Shanghai, China.
Chenglong XiongSchool of Public Health, Fudan University, Key Lab of Public Health Safety, Ministry of Education, Shanghai, China.ORCID https://orcid.org/0000-0003-4750-3572

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Global pandemic interventions have reshaped host-virus dynamics, potentially altering the evolution of endemic pathogens. Here, we report accelerated genomic evolution of human coronavirus OC43 (HCoV-OC43)-a close relative of pandemic-associated coronaviruses-following recent worldwide epidemiological shifts. Bayesian analysis of longitudinal surveillance data revealed a 3.76-fold increase (8.9403 × 10 ⁻ ⁴ nucleotide substitutions/site/year, 95% HPD: 4.9075 × 10 ⁻ ⁴, 1.3053 × 10 ⁻ ³) in the spike gene substitution rate of the currently dominant genotype K post-2020. Positively selected mutations were mainly located in the spike protein, and some colocalize with antigenic epitopes. Crucially, structural modeling demonstrated that broadly neutralizing antibodies targeting conserved stem-helix (S2P6) and fusion-peptide (COV44-62/79, 76E1) epitopes of high-pathogenicity betacoronaviruses cross-bind HCoV-OC43 spike protein, establishing a mechanistic basis for immune-driven selection. These findings suggest that population-level immune imprinting may play a potential driving role in mutations within key domains of HCoV-OC43, although further validation is required. Sustained co-surveillance of co-circulating coronaviruses is imperative to anticipate emergent variants with altered pathogenicity.

Indexed as

Coronavirus InfectionsCoronavirus OC43, HumanEvolution, MolecularPandemicsAntibodies, NeutralizingAntibodies, ViralEpitopesHumansModels, MolecularSelection, GeneticSpike Glycoprotein, CoronavirusAntibodies, NeutralizingAntibodies, ViralEpitopesSpike Glycoprotein, Coronavirus

Identifiers

PMID41843571
PMCPMC12994797

What OpenQuestion holds

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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.