Eduarda Guimarães Sousa

Mrs. Eduarda Guimarães Sousa

UFMG, Belo Horizonte, Minas Gerais, Brazil
orcid

Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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19 March 2025 in Frontiers in Microbiology
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Journal Article
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Eduarda Guimarães SousaEduarda Guimarães Sousa
Eduarda Guimarães Sousa
GCGabriela Munis Campos
Gabriela Munis Campos
MVMarcus Vinícius Canário Viana
Marcus Vinícius Canário Viana
GGGabriel Camargos Gomes
Gabriel Camargos Gomes
DRDiego Lucas Neres Rodrigues
Diego Lucas Neres Rodrigues
Vasco AzevedoVasco Azevedo
Vasco Azevedo
Introduction: Next-generation sequencing (NGS) has played a pivotal role in the advancement of taxonomics, allowing for the accurate identification, differentiation, and reclassification of several bacteria species. Bacillus velezensis is a Gram-positive, facultatively aerobic, spore-forming bacterium known for its antimicrobial and antifungal properties. Strains of this species are highly relevant in agriculture, biotechnology, the food industry, and biomedicine.Methods: In this study, we characterized the genomes of nine Bacillus strains isolated from soil in the state of Bahia (Brazil) using NGS with Illumina platform. Identification was performed by Average Nucleotide Identity (ANI) and digital DNA-DNA hybridization (dDDH) analyses, which revealed a match between the genomic information of the isolates and B. velezensis NRRL B-41580, with a variation of 89.3% to 91.8% by dDDH in TYGS and 95% to 98.04% by ANI in GTDBtk.Results and discussion: Two strains, BAC144 and BAC1273, exhibited high similarity to B. amyloliquefaciens subsp. plantarum FZB42. However, the latter strain was subsequently reclassified as B. velezensis. The division pattern observed during identification was confirmed in the phylogenomic analysis, where BAC144 and BAC1273 clustered with Bacillus amyloliquefaciens subsp. plantarum, while the other strains clustered with B. velezensis NRRL B-41580, forming a clade with high genetic similarity, with a bootstrap value of 100%. Furthermore, a synteny analysis demonstrated greater conservation among the strains from this study compared to the reference strain, with the formation of distinct collinear groups. The pangenome analysis revealed an open pangenome, highlighting the genetic diversity within the species. Based on this analysis, a functional annotation was performed to compare exclusive gene repertoires across groups, uncovering distinct adaptations and functional profiles. The identification of bacterial strains belonging to this species is of great importance due to their high applicability. The strains identified in this study underscore the need for more robust taxonomic technologies to accurately classify prokaryotes, which are subject to constant evolutionary changes, requiring the reclassification of several species within the genus Bacillus, many of which are heterotypic synonyms of B. velezensis like Bacillus oryzicola, B. amyloliquefaciens subsp. plantarum and Bacillus methylotrophicus.

22 October 2024 in Microbial Pathogenesis
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Journal Article
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HPHugo Felix Perini
Hugo Felix Perini
BPBianca de Barros Pereira
Bianca de Barros Pereira
Eduarda Guimarães SousaEduarda Guimarães Sousa
Eduarda Guimarães Sousa
BMBeatriz Sodré Matos
Beatriz Sodré Matos
LPLigia Carolina da Silva Prado
Ligia Carolina da Silva Prado
MSMarcos Vinicius da Silva
Marcos Vinicius da Silva

16 May 2024 in Bacteria
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FPFernanda Diniz Prates
Fernanda Diniz Prates
MAMax Araujo
Max Araujo
Eduarda Guimarães SousaEduarda Guimarães Sousa
Eduarda Guimarães Sousa
JRJuliana Nunes Ramos
Juliana Nunes Ramos
MVMarcus Vinicius Canário Viana
Marcus Vinicius Canário Viana
Vasco AzevedoVasco Azevedo
Vasco Azevedo
Corynebacterium rouxii is one of the recently described species of the Corynebacterium diphtheriae complex. As this species can potentially infect different hosts and harbor the tox gene, producing diphtheria toxin, we present its first pangenomic analysis in this work. A total of fifteen genomes deposited in online databases were included. After confirming the taxonomic position of the isolates by genomic taxonomy, the genomes were submitted to genomic plasticity, gene synteny, and pangenome prediction analyses. In addition, virulence and antimicrobial resistance genes were investigated. Finally, epidemiological data were obtained through molecular typing, clustering, and phylogenetic analysis. Our data demonstrated genetic diversity within the species with low synteny. However, the gene content is extensively conserved, and the pangenome is composed of 2606 gene families, of which 1916 are in the core genome and 80 are related to unique genes. Prophages, insertion sequences, and genomic islands were found. A type I-E CRISPR-Cas system was also detected. Besides the tox gene, determinants involved in adhesion and iron acquisition and two putative antimicrobial resistance genes were predicted. These findings provide valuable insight about this species’ pathogenicity, evolution, and diversity. In the future, our data can contribute to different areas, including vaccinology and epidemiology.

30 September 2023 in Venereology
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Andrei Giacchetto FeliceAndrei Giacchetto Felice
Andrei Giacchetto Felice
Eduarda Guimarães SousaEduarda Guimarães Sousa
Eduarda Guimarães Sousa
FDFabiana Vieira Dominici
Fabiana Vieira Dominici
Vasco AzevedoVasco Azevedo
Vasco Azevedo
Siomar SoaresSiomar Soares
Siomar Soares
The genus Gardnerella comprises Gram-variable, anaerobic, hemolytic, and non-motile bacilli, with four known species, where Gardnerella vaginalis is the main species responsible for bacterial vaginosis (BV). However, quantifying this species is challenging due to a lack of data and underreporting. Despite its significance, particularly for women, and the availability of several genomes in online databases, genomic analyses and studies on effective treatments still lack details. This study aimed to conduct bioinformatic analyses focused on pangenomics to investigate the complete gene repertoire of the species. Genomes of the bacterium available in online databases were used for comparative genomics, genomic plasticity, gene synteny, and pangenome prediction analyses. The results revealed considerable genome variability, indicating a highly diverse pangenome. The low number of genes in the core genome and similarity analysis confirmed this variability. Three pathogenicity islands, two resistance islands, and nine genomic islands were identified, suggesting horizontal gene transfer events during evolution. These findings underscore the need for sequencing new G. vaginalis genomes to better comprehend its variability and adaptation patterns.

26 March 2025 in Academia Molecular Biology and Genomics
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Eduarda Guimarães SousaEduarda Guimarães Sousa
Eduarda Guimarães Sousa
GCGabriela Munis Campos
Gabriela Munis Campos
LQLudmila Silva Quaresma
Ludmila Silva Quaresma
TMThaís Fernandes Mendonça Mota
Thaís Fernandes Mendonça Mota
NGNédia de Castilhos Ghisi
Nédia de Castilhos Ghisi
Vasco AzevedoVasco Azevedo
Vasco Azevedo
Bacillus velezensis is associated with producing secondary metabolites with antifungal, anti-inflammatory, antagonistic, and antimicrobial activities that have multiple applications in the food industry, agriculture, and farming. This study aims to review current knowledge to highlight the biomedical potential of Bacillus velezensis as a mammalian probiotic supported by in vivo and in vitro research and to compile existing knowledge. All information in this study was searched in the Dimensions, Scopus, PubMed, and Web of Science databases on 2023 Dec 10. The articles were selected according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) method and scientometric analysis. A total of 1585 records were identified after the screening process. Of these, 151 were used for scientometric analysis, and 13 were used for data analysis based on in vitro and in vivo studies. The literature review revealed the great biomedical potential of B. velezensis and its relevance in scientific research, especially in recent years, thanks to advances in genome sequencing and the search for alternative antibiotics. The production of secondary metabolites such as surfactin, bacilysin, and fengycin is of growing interest to industry and human health. It also has great probiotic potential due to its antagonistic activity, lack of antibiotic resistance, and immunomodulatory activity. However, the optimization of its use and a better understanding of cultivation methods for gene expression under variable environmental conditions are crucial. Future research should focus on refining cultivation methods and applying techniques to maximize the production of these bioactive compounds to exploit the full potential of B. velezensis in various applications.

1 November 2024 in Chemistry and Physics of Lipids
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Journal Article
Closed access
PDPedro Santos Dantas
Pedro Santos Dantas
VCVinícius Alexandre Fiaia Costa
Vinícius Alexandre Fiaia Costa
Andrei Giacchetto FeliceAndrei Giacchetto Felice
Andrei Giacchetto Felice
Eduarda Guimarães SousaEduarda Guimarães Sousa
Eduarda Guimarães Sousa
AMAmanda de Oliveira Matos
Amanda de Oliveira Matos
HSHelioswilton Sales-Campos
Helioswilton Sales-Campos