Evidence map›Paper›PMID 40284750›Full record

ArticleMicroorganisms2025

A Genomic Surveillance Circuit for Emerging Viral Pathogens.

Carlos S Casimiro-Soriguer, Maria Lara, Andrea Aguado, Carlos Loucera, Francisco M Ortuño, Nicola Lorusso, Jose M Navarro-Marí, Sara Sanbonmatsu-Gámez, Pedro Camacho-Martinez, Laura Merino-Diaz and 7 more

Abstract read
In one paragraph

Article in Microorganisms, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
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

17 authors.

Carlos S Casimiro-SoriguerPlatform of Computational Medicine, Andalusian Public Foundation Progress and Health-FPS, 41013 Sevilla, Spain.ORCID 0000-0003-1774-2580
Maria LaraPlatform of Computational Medicine, Andalusian Public Foundation Progress and Health-FPS, 41013 Sevilla, Spain.ORCID 0000-0001-6802-6424
Andrea AguadoPlatform of Computational Medicine, Andalusian Public Foundation Progress and Health-FPS, 41013 Sevilla, Spain.ORCID 0009-0008-0515-6510
Carlos LouceraPlatform of Computational Medicine, Andalusian Public Foundation Progress and Health-FPS, 41013 Sevilla, Spain.ORCID 0000-0001-9598-6965
Francisco M OrtuñoPlatform of Computational Medicine, Andalusian Public Foundation Progress and Health-FPS, 41013 Sevilla, Spain.ORCID 0000-0001-7424-1753
Nicola LorussoDirección General de Salud Pública, Consejería de Salud y Consumo, Junta de Andalucía, 41020 Sevilla, Spain.
Jose M Navarro-MaríServicio de Microbiología, Hospital Virgen de las Nieves, 18014 Granada, Spain.ORCID 0000-0002-5227-5167
Sara Sanbonmatsu-GámezServicio de Microbiología, Hospital Virgen de las Nieves, 18014 Granada, Spain.ORCID 0000-0003-1859-927X
Pedro Camacho-MartinezServicio de Microbiología, Unidad Clínica Enfermedades Infecciosas, Microbiología y Medicina Preventiva, Hospital Universitario Virgen del Rocío, 41013 Sevilla, Spain.ORCID 0000-0002-6331-4600
Laura Merino-DiazServicio de Microbiología, Unidad Clínica Enfermedades Infecciosas, Microbiología y Medicina Preventiva, Hospital Universitario Virgen del Rocío, 41013 Sevilla, Spain.
Adolfo de SalazarInstituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain.ORCID 0000-0002-4318-858X
Ana FuentesInstituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain.ORCID 0000-0002-2057-2730
The Andalusian Covid-Sequencing Initiative
Jose A LepeInstitute of Biomedicine of Seville (IBiS), University Hospital Virgen del Rocío/CSIC/University of Seville, 41013 Sevilla, Spain.ORCID 0000-0002-3635-4930
Federico GarcíaInstituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain.ORCID 0000-0001-7611-781X
Joaquín DopazoPlatform of Computational Medicine, Andalusian Public Foundation Progress and Health-FPS, 41013 Sevilla, Spain.ORCID 0000-0003-3318-120X
Javier Perez-FloridoPlatform of Computational Medicine, Andalusian Public Foundation Progress and Health-FPS, 41013 Sevilla, Spain.ORCID 0000-0002-0223-9889

Funding

Consejería de Salud y Familias, Junta de Andalucía COVID-0012-2020European Centre for Disease Prevention and Control (ECDC) ECDC/HERA/2021/024 ECD.12241European Comission's H2020 ELIXIR-EXCELERATE 676559European Union EU4HEALTH - 101113109Instituto de Salud Carlos III (ISCIII) - European Regional Development Fund (ERDF) PT17/0009/0006
6 · The paper itself

Abstract

Genomic surveillance has been crucial in monitoring the evolution and spread of SARS-CoV-2. In Andalusia (Spain), a coordinated genomic surveillance circuit was established to systematically sequence and analyze viral genomes across the region. This initiative organizes sample collection through 27 hospitals, which act as regional hubs within their respective health districts. Sequencing is performed at three reference laboratories, with downstream data analysis and reporting centralized at a bioinformatics platform. From 2021 to 2025, over 42,500 SARS-CoV-2 genomes were sequenced, enabling the identification of major variants and their evolutionary dynamics. The circuit tracked the transition from Alpha and Delta to successive Omicron waves, including both recombinant and non-recombinant clades. The integration of genomic and epidemiological data facilitated rapid variant detection, outbreak investigation, and public health decision making. This surveillance framework at a regional granularity demonstrates the feasibility of large-scale sequencing within a decentralized healthcare system and has expanded to monitor other pathogens, reinforcing its value for epidemic preparedness. Continued investment in genomic surveillance is critical for tracking viral evolution, guiding interventions, and mitigating future public health threats.

Indexed as

COVID-19genomic surveillanceSARS-CoV-2whole-genome sequencing (WGS)

Identifiers

PMID40284750
PMCPMC12029405

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.