Evidence map›Paper›PMID 40186553›Full record

ArticleJournal of medical virology2025

Unveiling the Dynamics of SARS-CoV-2 Gamma and Delta Waves in Paraná, Brazil - Delta Displacing a Persistent Gamma Through Alternative Routes of Dispersal.

Emanuele Gustani-Buss, Carlos Eduardo Buss, Carlos Alberto Oliveira de Biagi, Isabela Medeiros de Oliveira, Kamila Chagas Peronni, Glauco Akelinghton Freire Vitiello, Bárbara Luisa Fermino, Fernanda Ivanski, Bárbara Mendes Paz Chao, Felipe Francisco Bondan Tuon and 28 more

Abstract read
In one paragraph

Article in Journal of medical virology, 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. 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

38 authors.

Emanuele Gustani-BussDepartment of Microbiology and Immunology, KU Leuven, Leuven, Belgium.ORCID 0000-0003-4020-3921
Carlos Eduardo BussThe Signal Transduction & Metabolism Laboratory (STML), Erasme Campus - Université libre de Bruxelles, Brussels, Belgium.ORCID 0000-0003-2495-3618
Carlos Alberto Oliveira de BiagiDepartment of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, USA.ORCID 0000-0003-0700-3135
Isabela Medeiros de OliveiraInstitute for Cancer Research IPEC, Guarapuava, Brazil.ORCID 0000-0002-0883-622X
Kamila Chagas PeronniInstitute for Cancer Research IPEC, Guarapuava, Brazil.ORCID 0000-0002-8747-9282
Glauco Akelinghton Freire VitielloDepartment of Immunology, Parasitology and General Pathology, Center of Biological Sciences (CCB), State University of Londrina (UEL), Londrina, Brazil.ORCID 0000-0002-3474-8047
Bárbara Luisa FerminoPostgraduate Program in Community Development, Midwestern Paraná State University - UNICENTRO, Guarapuava, Brazil.
Fernanda IvanskiPostgraduate Program in Pharmaceutical Sciences, Midwestern Paraná State University - UNICENTRO, Guarapuava, Brazil.
Bárbara Mendes Paz ChaoDepartment of Pharmacy, Midwestern Paraná State University - UNICENTRO, Guarapuava, Brazil.
Felipe Francisco Bondan TuonLaboratory of Emerging Infectious Diseases, Pontifícia Universidade Católica do Paraná, Curitiba, Brazil.ORCID 0000-0003-3471-1786
Franciele Ani Caovilla FolladorPostgraduate Program in Applied Health Sciences, Western Paraná State University-UNIOESTE, Francisco Beltrão, Brazil.
Leia Carolina LucioPostgraduate Program in Applied Health Sciences, Western Paraná State University-UNIOESTE, Francisco Beltrão, Brazil.ORCID 0000-0002-8094-4188
Lirane Elize Defante FerretoPostgraduate Program in Applied Health Sciences, Western Paraná State University-UNIOESTE, Francisco Beltrão, Brazil.
Marcos PillegiDepartamento de Biologia Estrutural, Molecular e Genética, Universidade Estadual de Ponta Grossa, UEPG, Ponta Grossa, Brazil.
Jeane Eliete Laguila VisentainerUniversidade Estadual de Maringá, UEM, Maringá, Brazil.
Marcia Edilaine Lopes ConsolaroUniversidade Estadual de Maringá, UEM, Maringá, Brazil.
Maria Leandra TerêncioLaboratório de Pesquisa em Ciências Médicas (LPCM), Universidade Federal da Integração Latino-Americana, UNILA, Foz do Iguaçu, Brazil.
Dennis Armando BertoliniDepartamento de Análises Clínicas e Biomedicina, Universidade Estadual de Maringá, UEM, Maringá, Brazil.
Alex Sandro JorgeLaboratório de Diagnóstico Molecular do Hospital Universitário do Oeste do Paraná, Universidade Estadual do Oeste do Paraná, UNIOESTE, Cascavel, Brazil.
Jaime Luis Lopes RochaUnimed Laboratório, Curitiba, Brazil.
Bruno Zagonel PiovesanUnimed Laboratório, Curitiba, Brazil.
Irina Nastassja RiedigerLaboratório Central do Estado do Paraná, Curitiba, Brazil.
Diogo Muller LacerdaBiovel Laboratório de Análises e Pesquisas Clínicas, Cascavel, Brazil.
Angélica Regina CappellariBiovel Laboratório de Análises e Pesquisas Clínicas, Cascavel, Brazil.
Marco Antonio LarguraBiovel Laboratório de Análises e Pesquisas Clínicas, Cascavel, Brazil.
Álvaro LarguraBiovel Laboratório de Análises e Pesquisas Clínicas, Cascavel, Brazil.
Patrik André BarcaroBiovel Laboratório de Análises e Pesquisas Clínicas, Cascavel, Brazil.
Vitoria Caroline Tomacheski Schultz BertolBiovel Laboratório de Análises e Pesquisas Clínicas, Cascavel, Brazil.
Marcos Aurélio PelegrinaMidwestern Paraná State University - UNICENTRO, Guarapuava, Brazil.
Glauco Nonose NegrãoMidwestern Paraná State University - UNICENTRO, Guarapuava, Brazil.
Carla Luiza da SilvaState University of Ponta Grossa, UEPG, Ponta Grossa, Brazil.
Daniela Frizon AlfieriState University of Londrina, UEL, Londrina, Brazil.
Tony Vinicius Moreira SampaioFederal University of Paraná-UFPR, Curitiba, Brazil.
Andrea Name Colado SimaoLaboratory of Research in Applied Immunology, Department of Pathology, Clinical Analysis and Toxicology, State University of Londrina, UEL, Londrina, Brazil.ORCID 0000-0002-2073-6782
Emerson CarraroVirology Laboratory, Midwestern Paraná State University - UNICENTRO, Guarapuava, Brazil.ORCID 0000-0001-5420-2300
Wilson Araújo SilvaRibeirão Preto Medical School, University of São Paulo (USP), Ribeirão Preto, Brazil.ORCID 0000-0001-9364-2886
Phillippe LemeyDepartment of Microbiology and Immunology, KU Leuven, Leuven, Belgium.ORCID 0000-0003-2826-5353
David Livingstone Alves FigueiredoDepartment of Medicine, Midwestern Paraná State University - UNICENTRO, Guarapuava, Parana, Brazil.ORCID 0000-0002-5446-296X

Funding

This study was supported by funding from the Araucaria Foundation (nº 004/2021-17.921.277-3 and nº 30/2021 PDI) and the EU Horizon 2020 Project MOOD (H2020-347 874850).
6 · The paper itself

Abstract

The Gamma and Delta variants of concern (VOCs) of SARS-CoV-2 drove the second and third wave in Brazil and significantly intensified the number of cases and deaths. In this study, we investigate the timeline and origins of the Gamma and Delta variants using a spatiotemporal analysis based on 1508 genomes collected between March and September 2021 from health administrative regions in Paraná state, Brazil. Our findings indicate that community transmission of Gamma-P.1 began in late 2020, with substantial contributions from the Northeast and North regions. In contrast, our analysis of the Delta-AY.101 genomes underscored the crucial role of Paraná in national-level transmission dynamics beginning in late March 2021. At a local level, the movement estimates inferred from the monophyletic clades showed that the Curitiba health region was the primary source for Gamma-P.1, with a substantial contribution from Londrina. This health-region also emerged as an important hub for Delta-AY.101. Our phylogeographical GLM analysis demonstrates that air travel fluxes and population size at the origin of locations were the strongest predictors of shaping SARS-CoV-2 dispersal dynamics within Paraná. In addition, viral load analysis suggests that Gamma-P.1 and Delta-AY.101 may have maintained a similarly high transmissibility potential throughout the evaluated months, providing insights into the prolonged co-circulation dynamics. Our study underscores the relevance of understanding SARS-CoV-2 introductions and regional circulation contributions at the country level to enhance public health preparedness and strengthen local surveillance programs.

Indexed as

COVID-19SARS-CoV-2BrazilGenome, ViralHumansPhylogenyPhylogeographySpatio-Temporal AnalysisDelta‐AY.101Gamma‐P.1phylogeography

Identifiers

PMID40186553
PMCPMC11971956

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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.