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1.
Front Cell Infect Microbiol ; 12: 826523, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35774406

RESUMO

Leishmania amazonensis and Leishmania major are the causative agents of cutaneous and mucocutaneous diseases. The infections' outcome depends on host-parasite interactions and Th1/Th2 response, and in cutaneous form, regulation of Th17 cytokines has been reported to maintain inflammation in lesions. Despite that, the Th17 regulatory scenario remains unclear. With the aim to gain a better understanding of the transcription factors (TFs) and genes involved in Th17 induction, in this study, the role of inducing factors of the Th17 pathway in Leishmania-macrophage infection was addressed through computational modeling of gene regulatory networks (GRNs). The Th17 GRN modeling integrated experimentally validated data available in the literature and gene expression data from a time-series RNA-seq experiment (4, 24, 48, and 72 h post-infection). The generated model comprises a total of 10 TFs, 22 coding genes, and 16 cytokines related to the Th17 immune modulation. Addressing the Th17 induction in infected and uninfected macrophages, an increase of 2- to 3-fold in 4-24 h was observed in the former. However, there was a decrease in basal levels at 48-72 h for both groups. In order to evaluate the possible outcomes triggered by GRN component modulation in the Th17 pathway. The generated GRN models promoted an integrative and dynamic view of Leishmania-macrophage interaction over time that extends beyond the analysis of single-gene expression.


Assuntos
Leishmania major , Leishmania mexicana , Leishmaniose , Citocinas/metabolismo , Redes Reguladoras de Genes , Humanos , Leishmania mexicana/genética , Leishmania mexicana/metabolismo , Macrófagos
2.
Front Immunol ; 9: 1043, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29868006

RESUMO

Due to an increase in the incidence of leishmaniases worldwide, the development of new strategies such as prophylactic vaccines to prevent infection and decrease the disease have become a high priority. Classic vaccines against leishmaniases were based on live or attenuated parasites or their subunits. Nevertheless, the use of whole parasite or their subunits for vaccine production has numerous disadvantages. Therefore, the use of Leishmania peptides to design more specific vaccines against leishmaniases seems promising. Moreover, peptides have several benefits in comparison with other kinds of antigens, for instance, good stability, absence of potentially damaging materials, antigen low complexity, and low-cost to scale up. By contrast, peptides are poor immunogenic alone, and they need to be delivered correctly. In this context, several approaches described in this review are useful to solve these drawbacks. Approaches, such as, peptides in combination with potent adjuvants, cellular vaccinations, adenovirus, polyepitopes, or DNA vaccines have been used to develop peptide-based vaccines. Recent advancements in peptide vaccine design, chimeric, or polypeptide vaccines and nanovaccines based on particles attached or formulated with antigenic components or peptides have been increasingly employed to drive a specific immune response. In this review, we briefly summarize the old, current, and future stands on peptide-based vaccines, describing the disadvantages and benefits associated with them. We also propose possible approaches to overcome the related weaknesses of synthetic vaccines and suggest future guidelines for their development.


Assuntos
Vacinas contra Leishmaniose/imunologia , Leishmaniose/prevenção & controle , Vacinas de Subunidades Antigênicas/imunologia , Adjuvantes Imunológicos , Animais , Antígenos de Protozoários/imunologia , Ensaios Clínicos como Assunto , Humanos , Leishmaniose/imunologia , Vacinas contra Leishmaniose/genética , Leishmaniose Visceral/imunologia , Leishmaniose Visceral/prevenção & controle , Camundongos , Mapeamento de Peptídeos , Vacinação , Vacinas de Subunidades Antigênicas/genética
3.
World J Microbiol Biotechnol ; 33(10): 185, 2017 Sep 25.
Artigo em Inglês | MEDLINE | ID: mdl-28948478

RESUMO

Diseases caused by phytopathogenic microorganisms account for enormous losses for agribusiness. Although Bacillus species are recognized as being antimicrobial producers and some may provide benefits to plants, the association between Bacillus toyonensis and plants has not been studied. In this study, the whole-genome sequenced endophytic B. toyonensis BAC3151, which has demonstrated antimicrobial activity and quorum sensing inhibition of phytopathogenic bacteria, was investigated for its potential for the production of compounds for biocontrol of plant pathogens. Four whole-genome sequenced B. toyonensis strains shared 3811 protein-coding DNA sequences (CDSs), while strain-specific CDSs, such as biosynthetic gene clusters of antimicrobials, were associated with specific chromosomal regions and mobile genetic elements of the strains. B. toyonensis strains had a higher frequency of putative bacteriocins gene clusters than that of Bacillus species traditionally used for the production of antimicrobials. In addition, gene clusters potentially involved in the production of novel bacteriocins were found in BAC3151, as well as biosynthetic genes of several other compounds, including non-ribosomal peptides, N-acyl homoserine lactonase and chitinases, revealing a genetic repertoire for antimicrobial synthesis greater than that of other Bacillus strains that have demonstrated effective activity against phytopathogens. This study showed for the first time that B. toyonensis has potential to produce various antimicrobials, and the analyses performed indicated that the endophytic strain BAC3151 can be useful for the development of new strategies to control microbial diseases in plants that are responsible for large damages in agricultural crops.


Assuntos
Bacillus/genética , Genoma Bacteriano , Análise de Sequência de DNA/métodos , Bacteriocinas/genética , Mapeamento Cromossômico , Tamanho do Genoma , Família Multigênica , Filogenia
4.
PLoS One ; 12(8): e0182299, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28817585

RESUMO

In order to effectively control and monitor schistosomiasis, new diagnostic methods are essential. Taking advantage of computational approaches provided by immunoinformatics and considering the availability of Schistosoma mansoni predicted proteome information, candidate antigens of schistosomiasis were selected and used in immunodiagnosis tests based on Enzime-linked Immunosorbent Assay (ELISA). The computational selection strategy was based on signal peptide prediction; low similarity to human proteins; B- and T-cell epitope prediction; location and expression in different parasite life stages within definitive host. Results of the above-mentioned analysis were parsed to extract meaningful biological information and loaded into a relational database developed to integrate them. In the end, seven proteins were selected and one B-cell linear epitope from each one of them was selected using B-cell epitope score and the presence of intrinsically disordered regions (IDRs). These predicted epitopes generated synthetic peptides that were used in ELISA assays to validate the rational strategy of in silico selection. ELISA was performed using sera from residents of areas of low endemicity for S. mansoni infection and also from healthy donors (HD), not living in an endemic area for schistosomiasis. Discrimination of negative (NEG) and positive (INF) individuals from endemic areas was performed using parasitological and molecular methods. All infected individuals were treated with praziquantel, and serum samples were obtained from them 30 and 180 days post-treatment (30DPT and 180DPT). Results revealed higher IgG levels in INF group than in HD and NEG groups when peptides 1, 3, 4, 5 and 7 were used. Moreover, using peptide 5, ELISA achieved the best performance, since it could discriminate between individuals living in an endemic area that were actively infected from those that were not (NEG, 30DPT, 180DPT groups). Our experimental results also indicate that the computational prediction approach developed is feasible for identifying promising candidates for the diagnosis of schistosomiasis and other diseases.


Assuntos
Epitopos/imunologia , Proteínas de Helminto/imunologia , Proteoma/imunologia , Schistosoma mansoni/imunologia , Esquistossomose/imunologia , Testes Sorológicos/métodos , Animais , Anti-Helmínticos/uso terapêutico , Estudos de Casos e Controles , Simulação por Computador , Epitopos/genética , Proteínas de Helminto/genética , Humanos , Imunoglobulina G/sangue , Praziquantel/uso terapêutico , Proteoma/genética , Schistosoma mansoni/genética , Esquistossomose/sangue , Esquistossomose/tratamento farmacológico
5.
Mem Inst Oswaldo Cruz ; 112(6): 456-457, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28591407

RESUMO

Triatoma infestans is an insect of subfamily Triatominae (Hemiptera: Reduviidae) and an important vector of Trypanosoma cruzi, the etiologic agent of human Chagas disease. In this work we reported a transcriptome assembly and annotation of T. infestans heads obtained by Next Generation Sequencing (NGS) technologies.


Assuntos
Perfilação da Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala , Insetos Vetores/genética , Triatoma/genética , Animais
6.
Int J Mol Sci ; 18(2)2017 Feb 10.
Artigo em Inglês | MEDLINE | ID: mdl-28208616

RESUMO

Leishmaniasis is a wide-spectrum disease caused by parasites from Leishmania genus. There is no human vaccine available and it is considered by many studies as apotential effective tool for disease control. To discover novel antigens, computational programs have been used in reverse vaccinology strategies. In this work, we developed a validation antigen approach that integrates prediction of B and T cell epitopes, analysis of Protein-Protein Interaction (PPI) networks and metabolic pathways. We selected twenty candidate proteins from Leishmania tested in murine model, with experimental outcome published in the literature. The predictions for CD4⁺ and CD8⁺ T cell epitopes were correlated with protection in experimental outcomes. We also mapped immunogenic proteins on PPI networks in order to find Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways associated with them. Our results suggest that non-protective antigens have lowest frequency of predicted T CD4⁺ and T CD8⁺ epitopes, compared with protective ones. T CD4⁺ and T CD8⁺ cells are more related to leishmaniasis protection in experimental outcomes than B cell predicted epitopes. Considering KEGG analysis, the proteins considered protective are connected to nodes with few pathways, including those associated with ribosome biosynthesis and purine metabolism.


Assuntos
Biologia Computacional , Simulação por Computador , Leishmania/imunologia , Vacinas contra Leishmaniose/imunologia , Alelos , Antígenos de Protozoários/genética , Antígenos de Protozoários/imunologia , Antígenos de Protozoários/metabolismo , Biologia Computacional/métodos , Conjuntos de Dados como Assunto , Mapeamento de Epitopos/métodos , Epitopos/genética , Epitopos/imunologia , Humanos , Leishmania/genética , Leishmania/metabolismo , Vacinas contra Leishmaniose/genética , Mapeamento de Interação de Proteínas , Mapas de Interação de Proteínas
7.
Genome Announc ; 4(6)2016 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-27979934

RESUMO

Campylobacter fetus subsp. fetus is a zoonotic bacterium important for animal and public health. The complete sequencing and annotation of the genome of the type strain C. fetus subsp. fetus ATCC 27374 are reported here.

8.
Exp Parasitol ; 170: 1-9, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27567984

RESUMO

Lipoamide dehydrogenase (LipDH) is a flavin-containing disulfide oxidoreductase from the same group of thioredoxin reductase, glutathione reductase and trypanothione reductase. This enzyme is found in the mitochondria of all aerobic organisms where it takes part in at least three important multienzyme complexes from the citric acid cycle. In this study, we performed a phylogenetic analysis comparing the amino acid sequence of the LipDH from Trypanosoma cruzi (TcLipDH) with the LipDH from other organisms. Subsequently, the copy number of the TcLipDH gene, the mRNA and protein levels, and the enzymatic activity of the LipDH were determined in populations and strains of T. cruzi that were either resistant or susceptible to benznidazole (BZ). In silico analysis showed the presence of two TcLipDH alleles in the T. cruzi genome. It also showed that TcLipDH protein has less than 55% of identity in comparison to the human LipDH, but the active site is conserved in both of them. Southern blot results suggest that the TcLipDH is a single copy gene in the genome of the T. cruzi samples analyzed. Northern blot assays showed one transcript of 2.4 kb in all T. cruzi populations. Northern blot and Real Time RT-PCR data revealed that the TcLipDH mRNA levels were 2-fold more expressed in the BZ-resistant T. cruzi population (17LER) than in its susceptible pair (17WTS). Western blot results revealed that the TcLipDH protein level is 2-fold higher in 17LER sample in comparison to 17WTS sample. In addition, LipDH activity was higher in the 17LER population than in the 17WTS. Sequencing analysis revealed that the amino acid sequences of the TcLipDH from 17WTS and 17LER populations are identical. Our findings show that one of the mechanisms associated with in vitro-induced BZ resistance to T. cruzi correlates with upregulation of LipDH enzyme.


Assuntos
Di-Hidrolipoamida Desidrogenase/genética , Resistência a Medicamentos , Nitroimidazóis/farmacologia , Tripanossomicidas/farmacologia , Trypanosoma cruzi/efeitos dos fármacos , Trypanosoma cruzi/enzimologia , Alelos , Sequência de Aminoácidos , Animais , Northern Blotting , Southern Blotting , Clonagem Molecular , DNA de Protozoário/química , DNA de Protozoário/isolamento & purificação , Di-Hidrolipoamida Desidrogenase/química , Resistência a Medicamentos/genética , Dosagem de Genes , Regulação Enzimológica da Expressão Gênica , Camundongos , Mitocôndrias/enzimologia , Filogenia , RNA Mensageiro/metabolismo , RNA de Protozoário/química , RNA de Protozoário/isolamento & purificação , Reação em Cadeia da Polimerase em Tempo Real , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/isolamento & purificação , Análise de Sequência de DNA , Trypanosoma cruzi/genética
9.
Appl Environ Microbiol ; 81(20): 7290-304, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26253660

RESUMO

Some species of ruminal bacteria are known to produce antimicrobial peptides, but the screening procedures have mostly been based on in vitro assays using standardized methods. Recent sequencing efforts have made available the genome sequences of hundreds of ruminal microorganisms. In this work, we performed genome mining of the complete and partial genome sequences of 224 ruminal bacteria and 5 ruminal archaea to determine the distribution and diversity of bacteriocin gene clusters. A total of 46 bacteriocin gene clusters were identified in 33 strains of ruminal bacteria. Twenty gene clusters were related to lanthipeptide biosynthesis, while 11 gene clusters were associated with sactipeptide production, 7 gene clusters were associated with class II bacteriocin production, and 8 gene clusters were associated with class III bacteriocin production. The frequency of strains whose genomes encode putative antimicrobial peptide precursors was 14.4%. Clusters related to the production of sactipeptides were identified for the first time among ruminal bacteria. BLAST analysis indicated that the majority of the gene clusters (88%) encoding putative lanthipeptides contained all the essential genes required for lanthipeptide biosynthesis. Most strains of Streptococcus (66.6%) harbored complete lanthipeptide gene clusters, in addition to an open reading frame encoding a putative class II bacteriocin. Albusin B-like proteins were found in 100% of the Ruminococcus albus strains screened in this study. The in silico analysis provided evidence of novel biosynthetic gene clusters in bacterial species not previously related to bacteriocin production, suggesting that the rumen microbiota represents an underexplored source of antimicrobial peptides.


Assuntos
Bacteriocinas/genética , Genoma Microbiano/genética , Família Multigênica/genética , Streptococcus/genética
10.
Genome Announc ; 3(2)2015 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-25745007

RESUMO

Streptococcus equinus (Streptococcus bovis) HC5 is a bacteriocinogenic lactic acid bacterium with simple growth requirements. The draft genome sequence of S. equinus HC5 consists of 1,846,241 bp, with a G+C content of 37.04%. In silico analysis indicated that S. equinus HC5 might be useful to control bacteria that are detrimental to livestock animals.

11.
BMC Genomics ; 15: 943, 2014 Oct 29.
Artigo em Inglês | MEDLINE | ID: mdl-25351875

RESUMO

BACKGROUND: The fungal genus Sporothrix includes at least four human pathogenic species. One of these species, S. brasiliensis, is the causal agent of a major ongoing zoonotic outbreak of sporotrichosis in Brazil. Elsewhere, sapronoses are caused by S. schenckii and S. globosa. The major aims on this comparative genomic study are: 1) to explore the presence of virulence factors in S. schenckii and S. brasiliensis; 2) to compare S. brasiliensis, which is cat-transmitted and infects both humans and cats with S. schenckii, mainly a human pathogen; 3) to compare these two species to other human pathogens (Onygenales) with similar thermo-dimorphic behavior and to other plant-associated Sordariomycetes. RESULTS: The genomes of S. schenckii and S. brasiliensis were pyrosequenced to 17x and 20x coverage comprising a total of 32.3 Mb and 33.2 Mb, respectively. Pair-wise genome alignments revealed that the two species are highly syntenic showing 97.5% average sequence identity. Phylogenomic analysis reveals that both species diverged about 3.8-4.9 MYA suggesting a recent event of speciation. Transposable elements comprise respectively 0.34% and 0.62% of the S. schenckii and S. brasiliensis genomes and expansions of Gypsy-like elements was observed reflecting the accumulation of repetitive elements in the S. brasiliensis genome. Mitochondrial genomic comparisons showed the presence of group-I intron encoding homing endonucleases (HE's) exclusively in S. brasiliensis. Analysis of protein family expansions and contractions in the Sporothrix lineage revealed expansion of LysM domain-containing proteins, small GTPases, PKS type1 and leucin-rich proteins. In contrast, a lack of polysaccharide lyase genes that are associated with decay of plants was observed when compared to other Sordariomycetes and dimorphic fungal pathogens, suggesting evolutionary adaptations from a plant pathogenic or saprobic to an animal pathogenic life style. CONCLUSIONS: Comparative genomic data suggest a unique ecological shift in the Sporothrix lineage from plant-association to mammalian parasitism, which contributes to the understanding of how environmental interactions may shape fungal virulence. . Moreover, the striking differences found in comparison with other dimorphic fungi revealed that dimorphism in these close relatives of plant-associated Sordariomycetes is a case of convergent evolution, stressing the importance of this morphogenetic change in fungal pathogenesis.


Assuntos
Doenças do Gato/microbiologia , Proteínas Fúngicas/genética , Sporothrix/genética , Esporotricose/transmissão , Fatores de Virulência/genética , Adaptação Biológica , Animais , Doenças do Gato/transmissão , Gatos , Evolução Molecular , Especiação Genética , Genoma Mitocondrial , Humanos , Filogenia , Sporothrix/classificação , Sporothrix/patogenicidade , Esporotricose/microbiologia , Esporotricose/veterinária
12.
Microbiologyopen ; 3(4): 513-30, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25055974

RESUMO

Desulfovibrio gigas is a model organism of sulfate-reducing bacteria of which energy metabolism and stress response have been extensively studied. The complete genomic context of this organism was however, not yet available. The sequencing of the D. gigas genome provides insights into the integrated network of energy conserving complexes and structures present in this bacterium. Comparison with genomes of other Desulfovibrio spp. reveals the presence of two different CRISPR/Cas systems in D. gigas. Phylogenetic analysis using conserved protein sequences (encoded by rpoB and gyrB) indicates two main groups of Desulfovibrio spp, being D. gigas more closely related to D. vulgaris and D. desulfuricans strains. Gene duplications were found such as those encoding fumarate reductase, formate dehydrogenase, and superoxide dismutase. Complexes not yet described within Desulfovibrio genus were identified: Mnh complex, a v-type ATP-synthase as well as genes encoding the MinCDE system that could be responsible for the larger size of D. gigas when compared to other members of the genus. A low number of hydrogenases and the absence of the codh/acs and pfl genes, both present in D. vulgaris strains, indicate that intermediate cycling mechanisms may contribute substantially less to the energy gain in D. gigas compared to other Desulfovibrio spp. This might be compensated by the presence of other unique genomic arrangements of complexes such as the Rnf and the Hdr/Flox, or by the presence of NAD(P)H related complexes, like the Nuo, NfnAB or Mnh.


Assuntos
DNA Bacteriano/química , DNA Bacteriano/genética , Desulfovibrio gigas/genética , Genoma Bacteriano , Análise de Sequência de DNA , Proteínas de Bactérias/genética , Análise por Conglomerados , Sequência Conservada , Variação Genética , Dados de Sequência Molecular , Filogenia
13.
Genome Biol Evol ; 7(1): 349-66, 2014 Dec 31.
Artigo em Inglês | MEDLINE | ID: mdl-25552534

RESUMO

Cactophilic Drosophila species provide a valuable model to study gene-environment interactions and ecological adaptation. Drosophila buzzatii and Drosophila mojavensis are two cactophilic species that belong to the repleta group, but have very different geographical distributions and primary host plants. To investigate the genomic basis of ecological adaptation, we sequenced the genome and developmental transcriptome of D. buzzatii and compared its gene content with that of D. mojavensis and two other noncactophilic Drosophila species in the same subgenus. The newly sequenced D. buzzatii genome (161.5 Mb) comprises 826 scaffolds (>3 kb) and contains 13,657 annotated protein-coding genes. Using RNA sequencing data of five life-stages we found expression of 15,026 genes, 80% protein-coding genes, and 20% noncoding RNA genes. In total, we detected 1,294 genes putatively under positive selection. Interestingly, among genes under positive selection in the D. mojavensis lineage, there is an excess of genes involved in metabolism of heterocyclic compounds that are abundant in Stenocereus cacti and toxic to nonresident Drosophila species. We found 117 orphan genes in the shared D. buzzatii-D. mojavensis lineage. In addition, gene duplication analysis identified lineage-specific expanded families with functional annotations associated with proteolysis, zinc ion binding, chitin binding, sensory perception, ethanol tolerance, immunity, physiology, and reproduction. In summary, we identified genetic signatures of adaptation in the shared D. buzzatii-D. mojavensis lineage, and in the two separate D. buzzatii and D. mojavensis lineages. Many of the novel lineage-specific genomic features are promising candidates for explaining the adaptation of these species to their distinct ecological niches.


Assuntos
Adaptação Fisiológica/genética , Drosophila/genética , Genoma de Inseto , Transcriptoma/genética , Animais , Cactaceae , Drosophila/fisiologia , Ecossistema , Regulação da Expressão Gênica , Genômica , Anotação de Sequência Molecular , Fases de Leitura Aberta/genética , Análise de Sequência de RNA
14.
Biochem Biophys Res Commun ; 431(3): 590-6, 2013 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-23313476

RESUMO

NorR protein was shown to be responsible for the transcriptional regulation of flavorubredoxin and its associated oxidoreductase in Escherichia coli. Since Desulfovibrio gigas has a rubredoxin:oxygen oxidoreductase (ROO) that is involved in both oxidative and nitrosative stress response, a NorR-like protein was searched in D. gigas genome. We have found two putative norR coding units in its genome. To study the role of the protein designated as NorR1-like (NorR1L) in the presence of nitrosative stress, a norR1L null mutant of D. gigas was created and a phenotypic analysis was performed under the nitrosating agent GSNO. We show that under these conditions, the growth of both D. gigas mutants Δroo and ΔnorR1-like is impaired. In order to confirm that D. gigas NorR1-like may play identical function as the NorR of E. coli, we have complemented the E. coli ΔnorR mutant strain with the norR1-like gene and have evaluated growth when nitrosative stress was imposed. The growth phenotype of E. coli ΔnorR mutant strain was recovered under these conditions. We also found that induction of roo gene expression is completely abolished in the norR1L mutant strain of D. gigas subjected to nitrosative stress. It is identified in δ-proteobacteria, for the first time a transcription factor that is involved in nitrosative stress response and regulates the rd-roo gene expression.


Assuntos
Proteínas de Bactérias/fisiologia , Desulfovibrio gigas/genética , Desulfovibrio gigas/fisiologia , Regulação Bacteriana da Expressão Gênica , Nitratos/fisiologia , Estresse Fisiológico/genética , Fatores de Transcrição/fisiologia , Sequência de Aminoácidos , Proteínas de Bactérias/classificação , Proteínas de Bactérias/genética , Proteínas de Escherichia coli/classificação , Proteínas de Escherichia coli/genética , Proteínas de Escherichia coli/fisiologia , Teste de Complementação Genética , Genoma Bacteriano , Dados de Sequência Molecular , Nitrosação , Oxirredutases , Proteínas PII Reguladoras de Nitrogênio/classificação , Proteínas PII Reguladoras de Nitrogênio/genética , Proteínas PII Reguladoras de Nitrogênio/fisiologia , Filogenia , Fatores de Transcrição/classificação , Fatores de Transcrição/genética
15.
PLoS One ; 7(12): e51304, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23251492

RESUMO

The Trypanosomatids parasites Leishmania braziliensis, Leishmania major and Leishmania infantum are important human pathogens. Despite of years of study and genome availability, effective vaccine has not been developed yet, and the chemotherapy is highly toxic. Therefore, it is clear just interdisciplinary integrated studies will have success in trying to search new targets for developing of vaccines and drugs. An essential part of this rationale is related to protein-protein interaction network (PPI) study which can provide a better understanding of complex protein interactions in biological system. Thus, we modeled PPIs for Trypanosomatids through computational methods using sequence comparison against public database of protein or domain interaction for interaction prediction (Interolog Mapping) and developed a dedicated combined system score to address the predictions robustness. The confidence evaluation of network prediction approach was addressed using gold standard positive and negative datasets and the AUC value obtained was 0.94. As result, 39,420, 43,531 and 45,235 interactions were predicted for L. braziliensis, L. major and L. infantum respectively. For each predicted network the top 20 proteins were ranked by MCC topological index. In addition, information related with immunological potential, degree of protein sequence conservation among orthologs and degree of identity compared to proteins of potential parasite hosts was integrated. This information integration provides a better understanding and usefulness of the predicted networks that can be valuable to select new potential biological targets for drug and vaccine development. Network modularity which is a key when one is interested in destabilizing the PPIs for drug or vaccine purposes along with multiple alignments of the predicted PPIs were performed revealing patterns associated with protein turnover. In addition, around 50% of hypothetical protein present in the networks received some degree of functional annotation which represents an important contribution since approximately 60% of Leishmania predicted proteomes has no predicted function.


Assuntos
Leishmania/metabolismo , Proteoma , Proteínas de Protozoários/metabolismo , Animais
16.
BMC Bioinformatics ; 13: 309, 2012 Nov 21.
Artigo em Inglês | MEDLINE | ID: mdl-23170965

RESUMO

BACKGROUND: Epitope prediction using computational methods represents one of the most promising approaches to vaccine development. Reduction of time, cost, and the availability of completely sequenced genomes are key points and highly motivating regarding the use of reverse vaccinology. Parasites of genus Leishmania are widely spread and they are the etiologic agents of leishmaniasis. Currently, there is no efficient vaccine against this pathogen and the drug treatment is highly toxic. The lack of sufficiently large datasets of experimentally validated parasites epitopes represents a serious limitation, especially for trypanomatids genomes. In this work we highlight the predictive performances of several algorithms that were evaluated through the development of a MySQL database built with the purpose of: a) evaluating individual algorithms prediction performances and their combination for CD8+ T cell epitopes, B-cell epitopes and subcellular localization by means of AUC (Area Under Curve) performance and a threshold dependent method that employs a confusion matrix; b) integrating data from experimentally validated and in silico predicted epitopes; and c) integrating the subcellular localization predictions and experimental data. NetCTL, NetMHC, BepiPred, BCPred12, and AAP12 algorithms were used for in silico epitope prediction and WoLF PSORT, Sigcleave and TargetP for in silico subcellular localization prediction against trypanosomatid genomes. RESULTS: A database-driven epitope prediction method was developed with built-in functions that were capable of: a) removing experimental data redundancy; b) parsing algorithms predictions and storage experimental validated and predict data; and c) evaluating algorithm performances. Results show that a better performance is achieved when the combined prediction is considered. This is particularly true for B cell epitope predictors, where the combined prediction of AAP12 and BCPred12 reached an AUC value of 0.77. For T CD8+ epitope predictors, the combined prediction of NetCTL and NetMHC reached an AUC value of 0.64. Finally, regarding the subcellular localization prediction, the best performance is achieved when the combined prediction of Sigcleave, TargetP and WoLF PSORT is used. CONCLUSIONS: Our study indicates that the combination of B cells epitope predictors is the best tool for predicting epitopes on protozoan parasites proteins. Regarding subcellular localization, the best result was obtained when the three algorithms predictions were combined. The developed pipeline is available upon request to authors.


Assuntos
Algoritmos , Antígenos de Protozoários/análise , Epitopos de Linfócito B/análise , Epitopos de Linfócito T/análise , Leishmania/genética , Leishmania/imunologia , Área Sob a Curva , Simulação por Computador , Epitopos de Linfócito B/genética , Epitopos de Linfócito T/genética , Genoma de Protozoário , Vacinas Protozoárias/genética , Vacinas Protozoárias/imunologia , Software
17.
Parasit Vectors ; 5: 161, 2012 Aug 07.
Artigo em Inglês | MEDLINE | ID: mdl-22871258

RESUMO

BACKGROUND: Hexose transporters (HT) are membrane proteins involved in the uptake of energy-supplying glucose and other hexoses into the cell. Previous studies employing the Differential Display technique have shown that the transcription level of the HT gene from T. cruzi (TcrHT) is higher in an in vitro-induced benznidazole (BZ)-resistant population of the parasite (17 LER) than in its susceptible counterpart (17 WTS). METHODS: In the present study, TcrHT has been characterized in populations and strains of T. cruzi that are resistant or susceptible to BZ. We investigated the copy number and chromosomal location of the gene, the levels of TcrHT mRNA and of TcrHT activity, and the phylogenetic relationship between TcrHT and HTs from other organisms. RESULTS: In silico analyses revealed that 15 sequences of the TcrHT gene are present in the T. cruzi genome, considering both CL Brener haplotypes. Southern blot analyses confirmed that the gene is present as a multicopy tandem array and indicated a nucleotide sequence polymorphism associated to T. cruzi group I or II. Karyotype analyses revealed that TcrHT is located in two chromosomal bands varying in size from 1.85 to 2.6 Mb depending on the strain of T. cruzi. The sequence of amino acids in the HT from T. cruzi is closely related to the HT sequences of Leishmania species according to phylogenetic analysis. Northern blot and quantitative real-time reverse transcriptase polymerase chain reaction analyses revealed that TcrHT transcripts are 2.6-fold higher in the resistant 17 LER population than in the susceptible 17 WTS. Interestingly, the hexose transporter activity was 40% lower in the 17 LER population than in all other T. cruzi samples analyzed. This phenotype was detected only in the in vitro-induced BZ resistant population, but not in the in vivo-selected or naturally BZ resistant T. cruzi samples. Sequencing analysis revealed that the amino acid sequences of the TcrHT from 17WTS and 17LER populations are identical. This result suggests that the difference in glucose transport between 17WTS and 17LER populations is not due to point mutations, but probably due to lower protein expression level. CONCLUSION: The BZ resistant population 17 LER presents a decrease in glucose uptake in response to drug pressure.


Assuntos
Resistência a Medicamentos/genética , Proteínas de Transporte de Monossacarídeos/metabolismo , Nitroimidazóis/farmacologia , Tripanossomicidas/farmacologia , Trypanosoma cruzi/genética , Trypanosoma cruzi/metabolismo , Animais , DNA de Protozoário/genética , Regulação da Expressão Gênica/fisiologia , Genoma de Protozoário , Proteínas de Transporte de Monossacarídeos/genética , Filogenia
18.
BMC Genomics ; 13: 229, 2012 Jun 08.
Artigo em Inglês | MEDLINE | ID: mdl-22681854

RESUMO

BACKGROUND: The subtelomeres of many protozoa are highly enriched in genes with roles in niche adaptation. T. cruzi trypomastigotes express surface proteins from Trans-Sialidase (TS) and Dispersed Gene Family-1 (DGF-1) superfamilies which are implicated in host cell invasion. Single populations of T. cruzi may express different antigenic forms of TSs. Analysis of TS genes located at the telomeres suggests that chromosome ends could have been the sites where new TS variants were generated. The aim of this study is to characterize telomeric and subtelomeric regions of T. cruzi available in TriTrypDB and connect the sequences of telomeres to T. cruzi working draft sequence. RESULTS: We first identified contigs carrying the telomeric repeat (TTAGGG). Of 49 contigs identified, 45 have telomeric repeats at one end, whereas in four contigs the repeats are located internally. All contigs display a conserved telomeric junction sequence adjacent to the hexamer repeats which represents a signature of T. cruzi chromosome ends. We found that 40 telomeric contigs are located on T. cruzi chromosome-sized scaffolds. In addition, we were able to map several telomeric ends to the chromosomal bands separated by pulsed-field gel electrophoresis.The subtelomeric sequence structure varies widely, mainly as a result of large differences in the relative abundance and organization of genes encoding surface proteins (TS and DGF-1), retrotransposon hot spot genes (RHS), retrotransposon elements, RNA-helicase and N-acetyltransferase genes. While the subtelomeric regions are enriched in pseudogenes, they also contain complete gene sequences matching both known and unknown expressed genes, indicating that these regions do not consist of nonfunctional DNA but are instead functional parts of the expressed genome. The size of the subtelomeric regions varies from 5 to 182 kb; the smaller of these regions could have been generated by a recent chromosome breakage and telomere healing event. CONCLUSIONS: The lack of synteny in the subtelomeric regions suggests that genes located in these regions are subject to recombination, which increases their variability, even among homologous chromosomes. The presence of typical subtelomeric genes can increase the chance of homologous recombination mechanisms or microhomology-mediated end joining, which may use these regions for the pairing and recombination of free ends.


Assuntos
Genoma de Protozoário , Telômero/genética , Trypanosoma cruzi/genética , Aciltransferases/genética , Aciltransferases/metabolismo , Doença de Chagas/parasitologia , Cromossomos/química , Cromossomos/genética , Mapeamento de Sequências Contíguas , Evolução Molecular , Frequência do Gene , Glicoproteínas/genética , Glicoproteínas/metabolismo , Humanos , Neuraminidase/genética , Neuraminidase/metabolismo , Proteínas de Protozoários/genética , Proteínas de Protozoários/metabolismo , RNA Helicases/genética , RNA Helicases/metabolismo , Retroelementos , Telômero/química
19.
PLoS One ; 6(11): e27634, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-22096606

RESUMO

BACKGROUND: Trypanosoma cruzi has a single flagellum attached to the cell body by a network of specialized cytoskeletal and membranous connections called the flagellum attachment zone. Previously, we isolated a DNA fragment (clone H49) which encodes tandemly arranged repeats of 68 amino acids associated with a high molecular weight cytoskeletal protein. In the current study, the genomic complexity of H49 and its relationships to the T. cruzi calpain-like cysteine peptidase family, comprising active calpains and calpain-like proteins, is addressed. Immunofluorescence analysis and biochemical fractionation were used to demonstrate the cellular location of H49 proteins. METHODS AND FINDINGS: All of H49 repeats are associated with calpain-like sequences. Sequence analysis demonstrated that this protein, now termed H49/calpain, consists of an amino-terminal catalytic cysteine protease domain II, followed by a large region of 68-amino acid repeats tandemly arranged and a carboxy-terminal segment carrying the protease domains II and III. The H49/calpains can be classified as calpain-like proteins as the cysteine protease catalytic triad has been partially conserved in these proteins. The H49/calpains repeats share less than 60% identity with other calpain-like proteins in Leishmania and T. brucei, and there is no immunological cross reaction among them. It is suggested that the expansion of H49/calpain repeats only occurred in T. cruzi after separation of a T. cruzi ancestor from other trypanosomatid lineages. Immunofluorescence and immunoblotting experiments demonstrated that H49/calpain is located along the flagellum attachment zone adjacent to the cell body. CONCLUSIONS: H49/calpain contains large central region composed of 68-amino acid repeats tandemly arranged. They can be classified as calpain-like proteins as the cysteine protease catalytic triad is partially conserved in these proteins. H49/calpains could have a structural role, namely that of ensuring that the cell body remains attached to the flagellum by connecting the subpellicular microtubule array to it.


Assuntos
Calpaína/metabolismo , Flagelos/metabolismo , Proteínas de Protozoários/metabolismo , Trypanosoma cruzi/metabolismo , Southern Blotting , Western Blotting , Calpaína/genética , Eletroforese em Gel de Campo Pulsado , Eletroforese em Gel de Poliacrilamida , Imunofluorescência , Proteínas de Protozoários/genética , Trypanosoma cruzi/genética
20.
J Bacteriol ; 193(20): 5871-2, 2011 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-21952544

RESUMO

Campylobacter fetus subsp. venerealis is the etiologic agent of bovine genital campylobacteriosis, a sexually transmitted disease of cattle that is of worldwide importance. The complete sequencing and annotation of the genome of the type strain C. fetus subsp. venerealis NCTC 10354(T) are reported.


Assuntos
Infecções por Campylobacter/veterinária , Campylobacter fetus/genética , Doenças dos Bovinos/microbiologia , Genoma Bacteriano , Animais , Sequência de Bases , Infecções por Campylobacter/microbiologia , Campylobacter fetus/isolamento & purificação , Bovinos , Feminino , Masculino , Dados de Sequência Molecular
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