Edgar Lacerda De Aguiar's research while affiliated with Federal University of Minas Gerais and other places

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Publications (6)


Table 1 Comparison among SIMBA and other software 
Fig. 1 (See legend on next page.) 
Table 2 Assemblies using SIMBA 
Workflow representing data fluxes in SIMBA’s process. a Projects management: creation and management of projects; and raw data conversion. bDe novo assembly (Mira software – support to the assemblers Minia, Newbler and SPAdes). In this step the user can insert output files of de novo assembly yielded by external software. c Curation: This step has five subdivisions: 1) contigs orientation using CONTIGuator2 software by reference or by optical mapping report; 2) Start DNA correction based on reference genome; 3) merging neighbor contigs with overlap in flank regions using PHP parser and BLAST (blastn); 4) mapping 3,000 bp of flank regions of neighbor contigs (Contig A and Contig B) against reference genome; BLAST is used to determine the start and end position (targets A and B); the reference genome is trimmed at targets A and B positions; then the raw data is mapped using Mira4; the contigs A and B are mapped on consensus sequence obtained through raw data mapping; targets C and D are used to detect start and end position of specific GAP; the region is extracted, and the gap is closed. 5) Showing statistics about unknown nucleotides present in the genome and allow genome download for manual curation
MapSolver and SIMBA visualizations of the comparison between the new and old assemblies of Cp258. a MapSolver alignment visualization among the whole-genome optical mapping (enzyme kpnI; the central barcode in the color red), the old assembly (NC_017945; the barcode above in the color blue), and the new assembly (performed by SIMBA; the barcode below also in the color blue). Dark blue lines in the barcodes represent restriction sites. Lines connecting barcodes represent similarity regions. b The old assembly (above) is ~60 Kbp smaller than the restriction map (center), that have a length near to the new assembly (below). c SIMBA visualization compares the Cp258 old assembly (horizontal line red above) with the new assembly (horizontal line light blue below). Red lines that connect the line above and the line below represent syntenic regions. The visualization shows: d regions undetected in the old assembly; e mis-assemblies in the old assembly; and (f) the length difference between the genomes. The visualization showed by SIMBA agrees with the MapSolver results. In addition, it gives more detailed information about the genome differences
SIMBA: A web tool for managing bacterial genome assembly generated by Ion PGM sequencing technology
  • Article
  • Full-text available

December 2016

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451 Reads

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12 Citations

BMC Bioinformatics

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Edgar L Aguiar

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Background The evolution of Next-Generation Sequencing (NGS) has considerably reduced the cost per sequenced-base, allowing a significant rise of sequencing projects, mainly in prokaryotes. However, the range of available NGS platforms requires different strategies and software to correctly assemble genomes. Different strategies are necessary to properly complete an assembly project, in addition to the installation or modification of various software. This requires users to have significant expertise in these software and command line scripting experience on Unix platforms, besides possessing the basic expertise on methodologies and techniques for genome assembly. These difficulties often delay the complete genome assembly projects. ResultsIn order to overcome this, we developed SIMBA (SImple Manager for Bacterial Assemblies), a freely available web tool that integrates several component tools for assembling and finishing bacterial genomes. SIMBA provides a friendly and intuitive user interface so bioinformaticians, even with low computational expertise, can work under a centralized administrative control system of assemblies managed by the assembly center head. SIMBA guides the users to execute assembly process through simple and interactive pages. SIMBA workflow was divided in three modules: (i) projects: allows a general vision of genome sequencing projects, in addition to data quality analysis and data format conversions; (ii) assemblies: allows de novo assemblies with the software Mira, Minia, Newbler and SPAdes, also assembly quality validations using QUAST software; and (iii) curation: presents methods to finishing assemblies through tools for scaffolding contigs and close gaps. We also presented a case study that validated the efficacy of SIMBA to manage bacterial assemblies projects sequenced using Ion Torrent PGM. Conclusion Besides to be a web tool for genome assembly, SIMBA is a complete genome assemblies project management system, which can be useful for managing of several projects in laboratories. SIMBA source code is available to download and install in local webservers at http://ufmg-simba.sourceforge.net.

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Complete genome sequence of Streptococcus agalactiae strain GBS85147 serotype of type Ia isolated from human oropharynx

December 2016

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637 Reads

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9 Citations

Standards in Genomic Sciences

Streptococcus agalactiae, also referred to as Group B Streptococcus, is a frequent resident of the rectovaginal tract in humans, and a major cause of neonatal infection. The pathogen can also infect adults with underlying disease, particularly the elderly and immunocompromised ones. In addition, S. agalactiae is a known fish pathogen, which compromises food safety and represents a zoonotic hazard. This study provides valuable structural, functional and evolutionary genomic information of a human S. agalactiae serotype Ia (ST-103) GBS85147 strain isolated from the oropharynx of an adult patient from Rio de Janeiro, thereby representing the first human isolate in Brazil. We used the Ion Torrent PGM platform with the 200 bp fragment library sequencing kit. The sequencing generated 578,082,183 bp, distributed among 2,973,022 reads, resulting in an approximately 246-fold mean coverage depth and was assembled using the Mira Assembler v3.9.18. The S. agalactiae strain GBS85147 comprises of a circular chromosome with a final genome length of 1,996,151 bp containing 1,915 protein-coding genes, 18 rRNA, 63 tRNA, 2 pseudogenes and a G + C content of 35.48 %. Electronic supplementary material The online version of this article (doi:10.1186/s40793-016-0158-6) contains supplementary material, which is available to authorized users.


Fig. 1 Graphical outputs of the different methods used to quantitate the physicochemical properties used to predict B‑cell epitopes from SpaC. On top are the conserved domains of the target protein identified by searching NCBI's Conserved Domain Database (CDD). The scales indicate the amino acid positions  
Fig. 2 Graphical outputs of the different methods used to quantitate the physicochemical properties used to predict B‑cell epitopes from SodC. On top are the conserved domains of the target protein identified by searching NCBI's Conserved Domain Database (CDD). The scales indicate the amino acid positions  
Fig. 3 Graphical outputs of the different methods used to quantitate the physicochemical properties used to predict B‑cell epitopes from NanH. On top are the conserved domains of the target protein identified by searching NCBI's Conserved Domain Database (CDD). The scales indicate the amino acid positions  
Fig. 4 Graphical outputs of the different methods used to quantitate the physicochemical properties used to predict B‑cell epitopes from PknG. On top are the conserved domains of the target protein identified by searching NCBI's Conserved Domain Database (CDD). The scales indicate the amino acid positions  
Fig. 5 Heterologous expression of the C. pseudotuberculosis FRC41 putative virulence factors in E. coli and rPknG purification. a Coomas‑ sie blue‑stained SDS‑PAGE analyses of the protein expression experi‑ ments: PE1, rPknG expression (83 kDa, 10 % gel) in E. coli strain BL21 Star (DE3); PE2, rSpaC expression (86 kDa, 10 % gel) in E. coli strain C43 (DE3); PE3, rSodC expression (18 kDa, 15 % gel) in E. coli strain BL21 Star (DE3); PE4, rNanH expression (71.5 kDa, 10 % gel) in E. coli strain C43 (DE3). 1, pre‑stained protein ladder; 2 (NI), non‑induced time 0; 3 (I), induced with 1 mM IPTG for 5 h at 37 °C. Arrows indicate the recombinant protein position in the gels. b Chromatogram of the rPknG purification by gel filtration. SDS–PAGE shows an analysis of the purification steps. M molecular‑weight markers (kDa); 1, rPknG after affinity chromatography by Ni Sepharose; 2, rPknG purified by gel filtration  
Putative virulence factors of Corynebacterium pseudotuberculosis FRC41: Vaccine potential and protein expression

May 2016

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188 Reads

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34 Citations

Microbial Cell Factories

Background Corynebacterium pseudotuberculosis, a facultative intracellular bacterial pathogen, is the etiological agent of caseous lymphadenitis (CLA), an infectious disease that affects sheep and goats and it is responsible for significant economic losses. The disease is characterized mainly by bacteria-induced caseous necrosis in lymphatic glands. New vaccines are needed for reliable control and management of CLA. Thus, the putative virulence factors SpaC, SodC, NanH, and PknG from C. pseudotuberculosis FRC41 may represent new target proteins for vaccine development and pathogenicity studies. Results SpaC, PknG and NanH presented better vaccine potential than SodC after in silico analyses. A total of 136 B and T cell epitopes were predicted from the four putative virulence factors. A cluster analysis was performed to evaluate the redundancy degree among the sequences of the predicted epitopes; 57 clusters were formed, most of them (34) were single clusters. Two clusters from PknG and one from SpaC grouped epitopes for B and T-cell (MHC I and II). These epitopes can thus potentially stimulate a complete immune response (humoral and cellular) against C. pseudotuberculosis. Several other clusters, including two from NanH, grouped B-cell epitopes with either MHC I or II epitopes. The four target proteins were expressed in Escherichia coli. A purification protocol was developed for PknG expression. Conclusions In silico analyses show that the putative virulence factors SpaC, PknG and NanH present good potential for CLA vaccine development. Target proteins were successfully expressed in E. coli. A protocol for PknG purification is described. Electronic supplementary material The online version of this article (doi:10.1186/s12934-016-0479-6) contains supplementary material, which is available to authorized users.


Genome sequence of Lactococcus lactis subsp. lactis NCDO 2118 a GABA-Producing Strain

October 2014

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208 Reads

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25 Citations

Genome Announcements

Lactococcus lactis subsp. lactis NCDO 2118 is a nondairy lactic acid bacterium, a xylose fermenter, and a gamma-aminobutyric acid (GABA) producer isolated from frozen peas. Here, we report the complete genome sequence of L. lactis NCDO 2118, a strain with probiotic potential activity.


SIMBA: A Web Tool for Managing Bacterial Genome Assembly

January 2014

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50 Reads

The evolution of Next-Generation Sequencing (NGS) has considerably reduced the cost per sequenced-base, allowing a significant rise of sequencing projects, mainly in prokaryotes. However, the range of available NGS platforms requires different strategies and software to correctly assemble genomes. To properly complete an assembly project, different strategies are needed in addition to the installation or modification of various software. This requires users to have significant expertise in these software and command line scripting experience on Unix platforms, besides possessing the basic expertise on methodologies and techniques for genome assembly. These difficulties often delay the complete genome assembly projects.


COMPARANDO O DESEMPENHO DE BANCOS DE DADOS NOSQL E RELACIONAIS MANIPULANDO DADOS BIOLÓGICOS

January 2012

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2 Reads

Este artigo apresenta o uso de bancos de dados relacionais e não relacionais do tipo NoSQL para controlar e manipular grandes quantidades de dados, comparando o desempenho de um SGBD (Sistema de Gerenciamento de Bancos de Dados) não relacional, o MongoDB, com um SGBD relacional, o MySQL. Tem como objetivo verificar as vantagens e as desvantagens do uso de bancos de dados não relacionais em comparação aos bancos de dados relacionais, utilizando a base de dados biológicos PDB (Protein Data Bank) para testes de leitura de arquivos em disco e gravação de seu conteúdo nos SGBDs, além de testar a velocidade de busca em ambos os bancos de dados. Através de diversos gráficos obtidos pela análise dos testes de inserção, de busca por chave e de busca textual, este artigo busca apresentar em quais condições os bancos de dados não relacionais e relacionais são mais apropriados para serem utilizados. Apresenta também uma comparação do desempenho dos dois SGDBs funcionando em conjunto com o servidor de web Apache. Palavras-Chave: banco de dados; MongoDB; MySQL; NoSQL; bioinformática.

Citations (4)


... For processing the bacterial 16S rRNA gene and fungal ITS amplicons, a collection of software, such as QIIME (Caporaso et al., 2010), UPARSE (Edgar, 2013), VSEARCH (Rognes et al., 2016), PIPITS (Gweon et al., 2015), and USEARCH (Edgar and Flyvbjerg, 2015) have been developed. Similarly, for shotgun microbiome sequencing analyses, several recent articles reported specific computational workflow and bioinformatics resources , including Microbiome Helper (Comeau et al., 2017), HmmUFOtu (Zheng et al., 2018), iMicrobe (Youens-Clark et al., 2019), MMinte (Mendes-Soares et al., 2016), MDiNE (McGregor et al., 2020, MicrobiomeAnalyst (Dhariwal et al., 2017), SIMBA (Mariano et al., 2016), and iMAP (Buza et al., 2019). Several in-depth summaries and comparisons of next-generation amplicon sequencing and analyses approaches were published recently (Lucaciu et al., 2019;Nilsson et al., 2019). ...

Reference:

Linking Plant Secondary Metabolites and Plant Microbiomes: A Review
SIMBA: A web tool for managing bacterial genome assembly generated by Ion PGM sequencing technology

BMC Bioinformatics

... Two strains of S. agalactiae (FNA07, FPrA02) from the Nile tilapia were isolated in Thailand with genome sizes 2.1 and 2.05 Mb with GC content 35.5 and 35.4 %, respectively (Kayansamruaj et al., 2015). The genomic features of S. agalactiae in the current study were found to be very similar to the strains GBS85147 and HU-GS5823 isolated from humans (de Aguiar et al., 2016;Nagaoka et al., 2018). While reduced genomic size of S. agalactae were identified from four Brazilian isolates compared with that reported in other study (Liu et al., 2013) . ...

Complete genome sequence of Streptococcus agalactiae strain GBS85147 serotype of type Ia isolated from human oropharynx

Standards in Genomic Sciences

... Возможно, вирулентные свойства и цитотоксичность этого изолята связаны с наличием гена pld, кодирующего выработку токсина-предшественника PLD (фосфолипазы D) . Известно, что PLD действует как сфингомиелиназа, разрушающая сложноэфирную связь в сфингомиелиновых компонентах клеточных мембран млекопитающих [28], вызывая повышенную проницаемость сосудов и лизис клеток [29] . В базе данных NCBI размещены в настоящее время геномные последовательности семи штаммов C. falsenii, шесть из которых обладают геном pld, а один штамм не содержит его в своем геноме . ...

Putative virulence factors of Corynebacterium pseudotuberculosis FRC41: Vaccine potential and protein expression

Microbial Cell Factories

... The over-expression of these pro-inflammatory cytokines is associated with increased intestinal epithelial cell death, leading to increased intestinal barrier permeability and aggravating inflammation. The genome (Oliveira et al., 2014) and proteomic (Da Silva et al., 2019) analysis was already reported for wild-type L. lactis NCDO2118. ...

Genome sequence of Lactococcus lactis subsp. lactis NCDO 2118 a GABA-Producing Strain

Genome Announcements