Evidence map›Paper›PMID 40308784›Full record

ArticleVirus evolution2025

Genome data artifacts and functional studies of deletion repair in the BA.1 SARS-CoV-2 spike protein.

Miguel Álvarez-Herrera, Paula Ruiz-Rodriguez, Beatriz Navarro-Domínguez, Joao Zulaica, Brayan Grau, María Alma Bracho, Manuel Guerreiro, Cristóbal Aguilar-Gallardo, Fernando González-Candelas, Iñaki Comas and 2 more

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. Automated annotation and validation of human respiratory virus sequences using VADR.Database : the journal of biological databases and curation · 2025
    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

12 authors.

Miguel Álvarez-HerreraInstitute for Integrative Systems Biology (I2SysBio), University of Valencia - Spanish National Research Council (CSIC), FISABIO Joint Research Unit "Infection and Public Health", C/ Catedràtic Agustín Escardino 9, Paterna 46980, Spain.ORCID https://orcid.org/0000-0002-7922-3180
Paula Ruiz-RodriguezInstitute for Integrative Systems Biology (I2SysBio), University of Valencia - Spanish National Research Council (CSIC), FISABIO Joint Research Unit "Infection and Public Health", C/ Catedràtic Agustín Escardino 9, Paterna 46980, Spain.ORCID https://orcid.org/0000-0003-0727-5974
Beatriz Navarro-DomínguezInstitute for Integrative Systems Biology (I2SysBio), University of Valencia - Spanish National Research Council (CSIC), FISABIO Joint Research Unit "Infection and Public Health", C/ Catedràtic Agustín Escardino 9, Paterna 46980, Spain.ORCID https://orcid.org/0000-0003-4077-8696
Joao ZulaicaInstitute for Integrative Systems Biology (I2SysBio), University of Valencia - Spanish National Research Council (CSIC), FISABIO Joint Research Unit "Infection and Public Health", C/ Catedràtic Agustín Escardino 9, Paterna 46980, Spain.ORCID https://orcid.org/0000-0002-5106-0615
Brayan GrauInstitute for Integrative Systems Biology (I2SysBio), University of Valencia - Spanish National Research Council (CSIC), FISABIO Joint Research Unit "Infection and Public Health", C/ Catedràtic Agustín Escardino 9, Paterna 46980, Spain.ORCID https://orcid.org/0000-0002-8582-023X
María Alma BrachoInstitute for Integrative Systems Biology (I2SysBio), University of Valencia - Spanish National Research Council (CSIC), FISABIO Joint Research Unit "Infection and Public Health", C/ Catedràtic Agustín Escardino 9, Paterna 46980, Spain.ORCID https://orcid.org/0000-0002-9204-5526
Manuel GuerreiroDepartment of Haematology, La Fe University and Polytechnic Hospital, Av. Fernando Abril Martorell 106, Valencia 46026, Spain.
Cristóbal Aguilar-GallardoLa Fe Health Research Institute (IIS-La Fe), Av. Fernando Abril Martorell 106, Valencia 46026, Spain.
Fernando González-CandelasInstitute for Integrative Systems Biology (I2SysBio), University of Valencia - Spanish National Research Council (CSIC), FISABIO Joint Research Unit "Infection and Public Health", C/ Catedràtic Agustín Escardino 9, Paterna 46980, Spain.ORCID https://orcid.org/0000-0002-0879-5798
Iñaki ComasCIBER in Epidemiology and Public Health (CIBERESP), Av. Monforte de Lemos 3-5, Madrid 28029, Spain.ORCID https://orcid.org/0000-0001-5504-9408
Ron GellerInstitute for Integrative Systems Biology (I2SysBio), University of Valencia - Spanish National Research Council (CSIC), FISABIO Joint Research Unit "Infection and Public Health", C/ Catedràtic Agustín Escardino 9, Paterna 46980, Spain.ORCID https://orcid.org/0000-0002-7612-4611
Mireia CoscolláInstitute for Integrative Systems Biology (I2SysBio), University of Valencia - Spanish National Research Council (CSIC), FISABIO Joint Research Unit "Infection and Public Health", C/ Catedràtic Agustín Escardino 9, Paterna 46980, Spain.ORCID https://orcid.org/0000-0003-0752-0538

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mutations within the N-terminal domain (NTD) of the spike (S) protein are critical for the emergence of successful severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) viral lineages. The NTD has been repeatedly impacted by deletions, often exhibiting complex and dynamic patterns, such as the recurrent emergence and disappearance of deletions in dominant variants. This study investigates the influence of repair of NTD lineage-defining deletions found in the BA.1 lineage (Omicron variant) on viral success. We performed comparative genomic analyses of >10 million SARS-CoV-2 genomes from the Global Initiative on Sharing All Influenza Data (GISAID) EpiCov database to evaluate the detection of viruses lacking S:ΔH69/V70, S:ΔV143/Y145, or both. These findings were contrasted against a screening of publicly available raw sequencing data, revealing substantial discrepancies between data repositories, suggesting that spurious deletion repair observations in GISAID may result from systematic artifacts. Specifically, deletion repair events were approximately an order of magnitude less frequent in the read-run survey. Our results suggest that deletion repair events are rare, isolated events with limited direct influence on SARS-CoV-2 evolution or transmission. Nevertheless, such events could facilitate the emergence of fitness-enhancing mutations. To explore potential drivers of NTD deletion repair patterns, we characterized the viral phenotype of such markers in a surrogate

Indexed as

antibody neutralizationdeletionfusogenicitySARS-CoV-2spiketransmission

Identifiers

PMID40308784
PMCPMC12041916

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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.