Evidence map›Paper›PMID 40883405›Full record

ArticleScientific reports2025

Analysis of the prevalence, spread, and mutation patterns of SARS-CoV-2 variants: data from COVID-19 testing expansion strategy study in salvador, Northeast Brazil.

Anna Carolina Saúde Dantas, Hellen Braga Martins Oliveira, Taiana Tainá Silva Pereira, Amanda Ferreira Lima, Leonardo Silva Santos, Janaina Marinho Fernandes Matos, Thaís Aranha, Laio Magno, Fabiane Soares, Inês Dourado and 11 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

21 authors.

Anna Carolina Saúde Dantas *Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista, Salvador, 45028490, Brasil.
Hellen Braga Martins Oliveira *Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista, Salvador, 45028490, Brasil.
Taiana Tainá Silva Pereira *Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, 05508900, Brasil.
Amanda Ferreira LimaInstituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista, Salvador, 45028490, Brasil.
Leonardo Silva SantosInstituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista, Salvador, 45028490, Brasil.
Janaina Marinho Fernandes MatosInstituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista, Salvador, 45028490, Brasil.
Thaís AranhaDepartamento de Ciências da Vida, Universidade do Estado da Bahia, Bahia, 41150000, Brasil.
Laio MagnoDepartamento de Ciências da Vida, Universidade do Estado da Bahia, Bahia, 41150000, Brasil.
Fabiane SoaresInstituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, 40110040, Brasil.
Inês DouradoInstituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, 40110040, Brasil.
Thiago S TorresInstituto de Pesquisa Clínica Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, 21040360, Brasil.
Valdiléa Gonçalves VelosoInstituto de Pesquisa Clínica Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, 21040360, Brasil.
Orlando da Costa Ferreira JuniorInstituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, 21941902, Brasil.
Laise de MoraesLaboratório de Medicina e Saúde Pública de Precisão, Instituto Gonçalo Moniz, Salvador, 40296710, Brasil.
Luciane Amorim SantosLaboratório de Medicina e Saúde Pública de Precisão, Instituto Gonçalo Moniz, Salvador, 40296710, Brasil.
Danielle Souto de MedeirosInstituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista, Salvador, 45028490, Brasil.
Fernanda Khouri BarretoInstituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista, Salvador, 45028490, Brasil.
Leandro Martins de FreitasInstituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista, Salvador, 45028490, Brasil.
Ana Marcia de Sá GuimarãesInstituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, 05508900, Brasil.
Guilherme Barreto CamposInstituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista, Salvador, 45028490, Brasil.
Lucas Miranda MarquesInstituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista, Salvador, 45028490, Brasil. lmirandamarques@gmail.com.

Funding

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior Code 001Unitaid 2017-15-FIOTECPrEP
6 · The paper itself

Abstract

This study investigated the prevalence and genomic epidemiology of SARS-CoV-2 variants as part of the TQT-COVID-19 Project, which aimed to expand COVID-19 testing, quarantine, and telemonitoring strategies. A total of 177 samples were analyzed between July 2022 and April 2023 from patients of 17 Primary Health Care (PHC) units in Salvador, Bahia, Brazil. Sequencing was done using Oxford Nanopore MinION technology and bioinformatics analysis for variant typing and phylodynamic spread assessment. Most participants were women (68.5%), under 39 years old (48.9%), used public transportation (66.4%), had no comorbidities (66.1%), presented mild COVID-19 symptoms (40.8%), and had received a second booster dose of a COVID-19 vaccine (88.2%). Nevertheless, 11.8% had never received a COVID-19 vaccine. The most prevalent Omicron subvariants were BA.5 (32.6%), BA.4 (21.7%), B (18.8%), and BQ.1 (26.3%), with other variants like XBB also identified. Vaccinated and unvaccinated individuals had different spike gene mutations. While multiple variant introductions occurred over time, SARS-CoV-2 geographic spread was mainly localized, with occasional rapid spread associated with inter-city travel or containment failures. These findings underscore the need to track viral spread and mutations to develop targeted strategies for breaking transmission chains.

Indexed as

COVID-19MutationSARS-CoV-2AdolescentAdultAgedBrazilCOVID-19 TestingCOVID-19 VaccinesFemaleHumansMaleMiddle AgedPhylogenyPrevalenceYoung AdultCOVID-19 VaccinesBrazilGenomic spreadMutation analysisSARS-CoV-2 variantsSuperspreader events

Identifiers

PMID40883405
PMCPMC12397351

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.