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1.
IEEE/ACM Trans Comput Biol Bioinform ; 16(4): 1313-1315, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-28186905

RESUMO

The CRISPR-Cas (clustered regularly interspaced short palindromic repeats-CRISPR-associated proteins) adaptive immune systems are discovered in many bacteria and most archaea. These systems are encoded by cas (CRISPR-associated) operons that have an extremely diverse architecture. The most crucial step in the depiction of cas operons composition is the identification of cas genes or Cas proteins. With the continuous increase of the newly sequenced archaeal and bacterial genomes, the recognition of new Cas proteins is becoming possible, which not only provides candidates for novel genome editing tools but also helps to understand the prokaryotic immune system better. Here, we describe HMMCAS, a web service for the detection of CRISPR-associated structural and functional domains in protein sequences. HMMCAS uses hmmscan similarity search algorithm in HMMER3.1 to provide a fast, interactive service based on a comprehensive collection of hidden Markov models of Cas protein family. It can accurately identify the Cas proteins including those fusion proteins, for example the Cas1-Cas4 fusion protein in Candidatus Chloracidobacterium thermophilum B (Cab. thermophilum B). HMMCAS can also find putative cas operon and determine which type it belongs to. HMMCAS is freely available at http://i.uestc.edu.cn/hmmcas.


Assuntos
Sistemas CRISPR-Cas , Biologia Computacional/métodos , Software , Acidobacteria/genética , Algoritmos , Archaea/genética , Proteínas Arqueais/química , Bactérias/genética , Proteínas de Bactérias/química , Genoma Arqueal , Genoma Bacteriano , Internet , Cadeias de Markov , Methanocaldococcus/genética , Mimiviridae/genética , Óperon , Filogenia , Domínios Proteicos , Proteoma , Proteômica
2.
São Paulo; s.n; s.n; 2019. 122 p. tab, graf.
Tese em Português | LILACS | ID: biblio-1007467

RESUMO

A gama-proteobactéria Pseudomonas aeruginosa é um patógeno oportunista humano frequentemente associado a pacientes com queimadura grave e aos portadores de fibrose cística. O estabelecimento de infecção depende de uma série de fatores que contribuem para a virulência deste patógeno, dentre eles a produção de sideróforos e outros sistemas de captação de ferro. Pioverdina é o principal sideróforo sintetizado por bactérias do gênero Pseudomonas e linhagens deficientes na sua produção são incapazes de estabelecer infecção em modelos animais. A regulação da biossíntese deste sideróforo envolve a agregação entre as células, indicando a dependência de contato para completa indução da sua produção. O contato com uma superfície altera o comportamento das células e diversos fenótipos são dependentes deste sinal mecânico. PrlC é uma oligopeptidase A putativamente envolvida na degradação de peptídeo-sinais e PA14_00800, uma pequena proteína com domínio de função desconhecida, codificada por um gene imediatamente à jusante de prlC. Existem poucos trabalhos na literatura sobre PrlC e seus homólogos e nenhuma informação sobre PA14_00800. Este trabalho teve como objetivo elucidar o envolvimento de PrlC e PA14_00800 na regulação da produção de pioverdina por células em contato com uma superfície. Para estabelecer uma correlação na expressão destes genes, um estudo da organização gênica foi realizado por RT-PCR, confirmando que eles fazem parte do mesmo operon e, portanto, que a expressão destes genes é regulada pelos mesmos fatores. Ensaios classicamente modulados pelo segundo mensageiro c-di-GMP, como formação de biofilme e motilidade, não apresentaram variações nas linhagens mutantes ΔprlC, ΔPA14_00800 ou Δoperon, indicando que a deleção destes genes não altera significativamente os níveis de c-di-GMP nas células. A motilidade do tipo swarming é, no entanto, severamente afetada na linhagem ΔPA14_00800 quando o meio de cultura não contém cloreto de cálcio e glicose, indicando um defeito na sinalização celular ou requerimento energértico desta linhagem nestas condições. PA14_00800 regula a fluorescência de P. aeruginosa em meio sólido e semissólido, mas não em meio líquido. Esta fluorescência depende tanto de pioverdina quanto de PQS, umamolécula de comunicação celular fluorescente, e a possibilidade de outros fatores estarem envolvidos neste fenótipo ainda está sob investigação. Análise do transcritoma por RNASeq com a linhagem ΔPA14_00800 comparada à linhagem parental foi realizada a partir de colônias destas linhagens crescidas em M9 modificado. Genes envolvidos no sistema de secreção do tipo III e do tipo VI e na biossíntese de PQS apareceram dentre os genes diferencialmente expressos, bem como genes para o catabolismo de glicose. Este trabalho foi o primeiro a investigar o papel de PA14_00800 na fisiologia de P. aeruginosa, e os conhecimentos adquiridos aqui podem ser transpostos, com cautela, para compreensão da função dos homólogos de PA14_00800 em outras bactérias


The gamma-proteobacterium Pseudomonas aeruginosa is a human opportunistic pathogen frequently associated with patients with severe burns and those with cystic fibrosis. The establishment of infection depends on several factors that contribute to the virulence of this pathogen, among them siderophore production and other iron uptake systems. Pyoverdine is the main siderophore synthesized by the bacteria of the genus Pseudômonas and pyoverdinedeficient strains are unable to establish infection in animal models. The regulation of biosynthesis of this siderophore involves cell aggregation, indicating contact dependency for complete induction of pyoverdine production. Surface contact alters cell behavior and several phenotypes are dependent on this mechanical cue. PrlC is an oligopeptidase A putatively involved in peptide-signals degradation and PA14_00800, a small protein with a domain of unknown function, encoded by a gene immediately downstream of prlC. There are few papers in the literature on PrlC and its homologues and no information on PA14_00800. This work aimed to elucidate the role of PrlC and PA14_00800 in surface-dependent regulation of pyoverdine production. To establish a correlation in the expression of these genes, a study of the gene organization was performed by RT-PCR, confirming that they are part of an operon and therefore the expression of these genes is regulated by the same factors. Traits classically modulated by the second messenger c-di-GMP, such as biofilm formation and motility, did not show variations in the ΔprlC, ΔPA14_00800 or Δoperon, indicating that the deletion of these genes does not significantly alter the levels of c-di-GMP within the cells. Swarming motility is, however, severely affected in the strain ΔPA14_00800 when the culture medium does not contain calcium chloride and glucose, indicating a cell signaling defect or energetic requirement under these conditions. PA14_00800 regulates surface-dependent fluorescence of P. aeruginosa, in solid and semi-solid medium. This fluorescence depends on both pyoverdine and PQS, a fluorescent cell-to-cell communication molecule, and the investigation of other putative factors involved in this phenotype is still under study. Transcriptomic analysis by RNASeq with the strain ΔPA14_00800 compared to PA14 was performed from colonies ofthese strains grown in modified M9 1% agar. Genes involved in the type III and type VI secretion systems, in PQS biosynthesis and glucose catabolism were differentially expressed. This work was the first to investigate the role of PA14_00800 in the physiology of P. aeruginosa, and the knowledge obtained here can be cautiously transposed to understanding the role of PA14_00800 homologues in other bactéria


Assuntos
Proteínas/análise , Regulação da Expressão Gênica , Fatores de Virulência/análise , Óperon , Pseudomonas aeruginosa/fisiologia , Infecções por Pseudomonas/complicações
3.
Nat Commun ; 9(1): 1457, 2018 04 13.
Artigo em Inglês | MEDLINE | ID: mdl-29654285

RESUMO

Translating heterologous proteins places significant burden on host cells, consuming expression resources leading to slower cell growth and productivity. Yet predicting the cost of protein production for any given gene is a major challenge, as multiple processes and factors combine to determine translation efficiency. To enable prediction of the cost of gene expression in bacteria, we describe here a standard cell-free lysate assay that provides a relative measure of resource consumption when a protein coding sequence is expressed. These lysate measurements can then be used with a computational model of translation to predict the in vivo burden placed on growing E. coli cells for a variety of proteins of different functions and lengths. Using this approach, we can predict the burden of expressing multigene operons of different designs and differentiate between the fraction of burden related to gene expression compared to action of a metabolic pathway.


Assuntos
Sistema Livre de Células , Escherichia coli/metabolismo , Proteínas de Fluorescência Verde/metabolismo , Simulação por Computador , DNA Bacteriano/metabolismo , Proteínas de Escherichia coli/metabolismo , Biblioteca Gênica , Modelos Genéticos , Óperon , Plasmídeos/metabolismo , Biossíntese de Proteínas , Proteômica , RNA Mensageiro/metabolismo , Software , beta Caroteno/metabolismo
4.
Antimicrob Agents Chemother ; 60(11): 6748-6757, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-27572410

RESUMO

The tuberculosis (TB) drug discovery pipeline is fueled by compounds identified in whole-cell screens against the causative agent, Mycobacterium tuberculosis Phenotypic screening enables the selection of molecules that inhibit essential cellular functions in live, intact bacilli grown under a chosen in vitro condition. However, deducing the mechanism of action (MOA), which is important to avoid promiscuous targets, often requires significant biological resources in a lengthy process that risks decoupling medicinal chemistry and biology efforts. Therefore, there is a need to develop methods enabling rapid MOA assessment of putative "actives" for triage decisions. Here, we describe a modified version of a bioluminescence reporter assay that allows nondestructive detection of compounds targeting either of two macromolecular processes in M. tuberculosis: cell wall biosynthesis or maintenance of DNA integrity. Coupling the luxCDABE operon from Photorhabdus luminescens to mycobacterial promoters driving expression of the iniBAC operon (PiniB-LUX) or the DNA damage-inducible genes, recA (PrecA-LUX) or radA (PradA-LUX), provided quantitative detection in real time of compounds triggering expression of any of these promoters over an extended 10- to 12-day incubation. Testing against known anti-TB agents confirmed the specificity of each reporter in registering the MOA of the applied antibiotic in M. tuberculosis, independent of bactericidal or bacteriostatic activity. Moreover, profiles obtained for experimental compounds indicated the potential to infer complex MOAs in which multiple cellular processes are disrupted. These results demonstrate the utility of the reporters for early triage of compounds based on the provisional MOA and suggest their application to investigate polypharmacology in known and experimental anti-TB agents.


Assuntos
Antituberculosos/farmacologia , Parede Celular/efeitos dos fármacos , DNA Bacteriano/genética , Descoberta de Drogas , Genes Reporter , Ensaios de Triagem em Larga Escala , Antituberculosos/química , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Parede Celular/genética , Parede Celular/metabolismo , DNA Bacteriano/metabolismo , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Luciferases/genética , Luciferases/metabolismo , Medições Luminescentes , Mycobacterium tuberculosis/efeitos dos fármacos , Mycobacterium tuberculosis/genética , Mycobacterium tuberculosis/crescimento & desenvolvimento , Mycobacterium tuberculosis/metabolismo , Óperon , Photorhabdus/química , Photorhabdus/genética , Photorhabdus/metabolismo , Regiões Promotoras Genéticas , Recombinases Rec A/genética , Recombinases Rec A/metabolismo
5.
FEMS Microbiol Lett ; 363(7)2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26940292

RESUMO

The factors driving the dominance of the Calvin-Benson-Bassham cycle (CBB) or reductive citric acid cycle (rCAC) in autotrophic microorganisms in different habitats are debated. Based on costs for synthesizing a few metabolic intermediates, it has been suggested that the CBB poses a disadvantage due to higher metabolic cost. The purpose of this study was to extend this estimate of cost from metabolite synthesis to biomass synthesis. For 12 gammaproteobacteria (CBB) and five epsilonproteobacteria (rCAC), the amount of ATP to synthesize a gram of biomass from CO2 was calculated from genome sequences via metabolic maps. The eleven central carbon metabolites needed to synthesize biomass were all less expensive to synthesize via the rCAC (66%-89% of the ATP needed to synthesize them via CBB). Differences in cell compositions did result in differing demands for metabolites among the organisms, but the differences in cost to synthesize biomass were small among organisms that used a particular pathway (e.g. rCAC), compared to the difference between pathways (rCAC versus CBB). The rCAC autotrophs averaged 0.195 moles ATP per g biomass, while their CBB counterparts averaged 0.238. This is the first in silico estimate of the relative expense of both pathways to generate biomass.


Assuntos
Biomassa , Dióxido de Carbono/metabolismo , Ciclo do Ácido Cítrico/genética , Metabolismo Energético , Epsilonproteobacteria/metabolismo , Gammaproteobacteria/metabolismo , Genoma Bacteriano , Processos Autotróficos/genética , Proteínas de Bactérias/genética , Sequência de Bases , Ciclo do Carbono/genética , Simulação por Computador , DNA Bacteriano/genética , Epsilonproteobacteria/genética , Gammaproteobacteria/genética , Regulação Bacteriana da Expressão Gênica , Fontes Hidrotermais/microbiologia , Óperon , Fotossíntese
6.
Sci Transl Med ; 7(297): 297ra114, 2015 Jul 22.
Artigo em Inglês | MEDLINE | ID: mdl-26203082

RESUMO

Advances in high-throughput DNA sequencing allow for a comprehensive analysis of bacterial genes that contribute to virulence in a specific infectious setting. Such information can yield new insights that affect decisions on how to best manage major public health issues such as the threat posed by increasing antimicrobial drug resistance. Much of the focus has been on the consequences of the selective advantage conferred on drug-resistant strains during antibiotic therapy. It is thought that the genetic and phenotypic changes that confer resistance also result in concomitant reductions in in vivo fitness, virulence, and transmission. However, experimental validation of this accepted paradigm is modest. Using a saturated transposon library of Pseudomonas aeruginosa, we identified genes across many functional categories and operons that contributed to maximal in vivo fitness during lung infections in animal models. Genes that bestowed both intrinsic and acquired antibiotic resistance provided a positive in vivo fitness advantage to P. aeruginosa during infection. We confirmed these findings in the pathogenic bacteria Acinetobacter baumannii and Vibrio cholerae using murine and rabbit infection models, respectively. Our results show that efforts to confront the worldwide increase in antibiotic resistance might be exacerbated by fitness advantages that enhance virulence in drug-resistant microbes.


Assuntos
Antibacterianos/uso terapêutico , Infecções Bacterianas/tratamento farmacológico , Infecções Bacterianas/microbiologia , Efeitos Psicossociais da Doença , Acinetobacter baumannii/efeitos dos fármacos , Acinetobacter baumannii/genética , Acinetobacter baumannii/fisiologia , Animais , Antibacterianos/farmacologia , Contagem de Colônia Microbiana , Elementos de DNA Transponíveis/genética , Modelos Animais de Doenças , Resistência Microbiana a Medicamentos/genética , Trato Gastrointestinal/patologia , Genes Bacterianos , Pulmão/microbiologia , Camundongos , Testes de Sensibilidade Microbiana , Mutagênese Insercional/genética , Mutação/genética , Óperon/genética , Pneumonia/tratamento farmacológico , Pneumonia/microbiologia , Pseudomonas aeruginosa/efeitos dos fármacos , Pseudomonas aeruginosa/genética , Pseudomonas aeruginosa/fisiologia , Coelhos , Análise de Sequência de DNA , Vibrio cholerae/efeitos dos fármacos , Vibrio cholerae/genética , Vibrio cholerae/fisiologia
7.
BMC Genomics ; 15: 946, 2014 Dec 05.
Artigo em Inglês | MEDLINE | ID: mdl-25475368

RESUMO

BACKGROUND: The reliable identification of proteins containing 50 or fewer amino acids is difficult due to the limited information content in short sequences. The 37 amino acid CydX protein in Escherichia coli is a member of the cytochrome bd oxidase complex, an enzyme found throughout Eubacteria. To investigate the extent of CydX conservation and prevalence and evaluate different methods of small protein homologue identification, we surveyed 1095 Eubacteria species for the presence of the small protein. RESULTS: Over 300 homologues were identified, including 80 unannotated genes. The ability of both closely-related and divergent homologues to complement the E. coli ΔcydX mutant supports our identification techniques, and suggests that CydX homologues retain similar function among divergent species. However, sequence analysis of these proteins shows a great degree of variability, with only a few highly-conserved residues. An analysis of the co-variation between CydX homologues and their corresponding cydA and cydB genes shows a close synteny of the small protein with the CydA long Q-loop. Phylogenetic analysis suggests that the cydABX operon has undergone horizontal gene transfer, although the cydX gene likely evolved in a progenitor of the Alpha, Beta, and Gammaproteobacteria. Further investigation of cydAB operons identified two additional conserved hypothetical small proteins: CydY encoded in CydAQlong operons that lack cydX, and CydZ encoded in more than 150 CydAQshort operons. CONCLUSIONS: This study provides a systematic analysis of bioinformatics techniques required for the unique challenges present in small protein identification and phylogenetic analyses. These results elucidate the prevalence of CydX throughout the Proteobacteria, provide insight into the selection pressure and sequence requirements for CydX function, and suggest a potential functional interaction between the small protein and the CydA Q-loop, an enigmatic domain of the cytochrome bd oxidase complex. Finally, these results identify other conserved small proteins encoded in cytochrome bd oxidase operons, suggesting that small protein subunits may be a more common component of these enzymes than previously thought.


Assuntos
Citocromos/genética , Complexo de Proteínas da Cadeia de Transporte de Elétrons/genética , Proteínas de Escherichia coli/genética , Evolução Molecular , Oxirredutases/genética , Alelos , Sequência de Aminoácidos , Biologia Computacional/métodos , Sequência Conservada , Grupo dos Citocromos b , Citocromos/química , Citocromos/metabolismo , Complexo de Proteínas da Cadeia de Transporte de Elétrons/química , Complexo de Proteínas da Cadeia de Transporte de Elétrons/metabolismo , Proteínas de Escherichia coli/química , Proteínas de Escherichia coli/metabolismo , Ordem dos Genes , Transferência Genética Horizontal , Teste de Complementação Genética , Genoma Bacteriano , Genômica , Interações Hidrofóbicas e Hidrofílicas , Cadeias de Markov , Anotação de Sequência Molecular , Dados de Sequência Molecular , Mutação , Óperon , Oxirredutases/química , Oxirredutases/metabolismo , Filogenia , Matrizes de Pontuação de Posição Específica , Domínios e Motivos de Interação entre Proteínas , Proteobactérias/genética , Proteobactérias/metabolismo , Alinhamento de Sequência , Análise de Sequência de DNA
8.
PLoS One ; 9(11): e111784, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25390933

RESUMO

Resistance nodulation division (RND) efflux pumps, such as the SmeIJK pump of Stenotrophomonas maltophilia, are known to contribute to the multidrug resistance in Gram-negative bacteria. However, some RND pumps are constitutively expressed even though no antimicrobial stresses occur, implying that there should be some physical implications for these RND pumps. In this study, the role of SmeIJK in antimicrobials resistance, envelope integrity, and σE-mediated envelope stress response (ESR) of S. maltophilia was assessed. SmeIJK was involved in the intrinsic resistance of S. maltophilia KJ to aminoglycosides and leucomycin. Compared with the wild-type KJ, the smeIJK deletion mutant exhibited growth retardation in the MH medium, an increased sensitivity to membrane-damaging agents (MDAs), as well as activation of an σE-mediated ESR. Moreover, the expression of smeIJK was further induced by sub-lethal concentrations of MDAs or surfactants in an σE-dependent manner. These data collectively suggested an alternative physiological role of smeIJK in cell envelope integrity maintenance and σE-mediated ESR beyond the efflux of antibiotics. Because of the necessity of the physiological role of SmeIJK in protecting S. maltophilia from the envelope stress, smeIJK is constitutively expressed, which, in turn, contributes the intrinsic resistance to aminoglycoside and leucomycin. This is the first demonstration of the linkage among RND-type efflux pump, cell envelope integrity, and σE-mediated ESR in S. maltophilia.


Assuntos
Membrana Celular/metabolismo , Farmacorresistência Bacteriana Múltipla/genética , Proteínas de Membrana Transportadoras/metabolismo , Fator sigma/metabolismo , Stenotrophomonas maltophilia/metabolismo , Antibacterianos/farmacologia , Catecol 2,3-Dioxigenase/metabolismo , Colistina/química , Deleção de Genes , Regulação Bacteriana da Expressão Gênica/efeitos dos fármacos , Genes Bacterianos , Proteínas de Membrana Transportadoras/genética , Testes de Sensibilidade Microbiana , Óperon , Osmose , Stenotrophomonas maltophilia/efeitos dos fármacos , Stenotrophomonas maltophilia/genética
9.
BMC Bioinformatics ; 15 Suppl 9: S8, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25253067

RESUMO

BACKGROUND: Metatranscriptomic sequencing is a highly sensitive bioassay of functional activity in a microbial community, providing complementary information to the metagenomic sequencing of the community. The acquisition of the metatranscriptomic sequences will enable us to refine the annotations of the metagenomes, and to study the gene activities and their regulation in complex microbial communities and their dynamics. RESULTS: In this paper, we present TransGeneScan, a software tool for finding genes in assembled transcripts from metatranscriptomic sequences. By incorporating several features of metatranscriptomic sequencing, including strand-specificity, short intergenic regions, and putative antisense transcripts into a Hidden Markov Model, TranGeneScan can predict a sense transcript containing one or multiple genes (in an operon) or an antisense transcript. CONCLUSION: We tested TransGeneScan on a mock metatranscriptomic data set containing three known bacterial genomes. The results showed that TranGeneScan performs better than metagenomic gene finders (MetaGeneMark and FragGeneScan) on predicting protein coding genes in assembled transcripts, and achieves comparable or even higher accuracy than gene finders for microbial genomes (Glimmer and GeneMark). These results imply, with the assistance of metatranscriptomic sequencing, we can obtain a broad and precise picture about the genes (and their functions) in a microbial community. AVAILABILITY: TransGeneScan is available as open-source software on SourceForge at https://sourceforge.net/projects/transgenescan/.


Assuntos
Bactérias/genética , Genes Bacterianos , Metagenômica/métodos , Transcriptoma , Genoma Bacteriano , Cadeias de Markov , Metagenoma , Modelos Genéticos , Óperon , RNA Antissenso/genética , Análise de Sequência de RNA/métodos , Software
10.
Biomed Res Int ; 2014: 951978, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24588000

RESUMO

A Mycobacterium bovis knockout in p27-p55 operon was tested as an antituberculosis experimental vaccine in animal models. The mutant MbΔp27-p55 was significantly more attenuated in nude mice than its parental strain but more virulent than BCG Pasteur. Challenge experiments in mice and guinea pigs using M. bovis or M. tuberculosis strains showed similar protection conferred by MbΔp27-p55 mutant than BCG in terms of pathology and bacterial loads in spleen but lower protection than BCG in lungs. When tested in cattle, MbΔp27-p55 did not induce IL-2 expression and induced a very low production of IFNγ, suggesting that the lack of P27/P55 reduces the capacity of M. bovis of triggering an adequate Th1 response.


Assuntos
Proteínas de Bactérias/genética , Lipoproteínas/genética , Proteínas de Membrana Transportadoras/genética , Mycobacterium bovis/genética , Tuberculose/imunologia , Animais , Vacina BCG/uso terapêutico , Bovinos , Cobaias , Humanos , Interleucina-2/imunologia , Interleucina-2/metabolismo , Camundongos , Modelos Animais , Mycobacterium bovis/patogenicidade , Mycobacterium tuberculosis/genética , Mycobacterium tuberculosis/patogenicidade , Óperon/genética , Óperon/imunologia , Tuberculose/genética , Tuberculose/prevenção & controle
11.
Int J Data Min Bioinform ; 9(4): 424-43, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25757249

RESUMO

The prediction of operons is a critical step for the reconstruction of biochemical and regulatory networks at the whole genome level. In this paper, a novel operon prediction model is proposed based on Markov Clustering (MCL). The model employs a graph-clustering method by MCL for prediction and does not need a classifier. In the cross-species validation, the accuracies of E. coli K12, Bacillus subtilis and P. furiosus are 92.1, 86.9 and 87.3%, respectively. Experimental results show that the proposed method has a powerful capability of operon prediction. The compiled program and test data sets are publicly available at http://ccst.jlu.edu.cn/JCSB/OPMC/.


Assuntos
Biologia Computacional/métodos , Óperon , Algoritmos , Bacillus subtilis/genética , Análise por Conglomerados , Escherichia coli/genética , Redes Reguladoras de Genes , Genoma Bacteriano , Cadeias de Markov , Modelos Estatísticos , Família Multigênica , Pyrococcus furiosus/genética , Curva ROC
12.
PLoS One ; 8(10): e76630, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24116129

RESUMO

Functional bacterial amyloids (FuBA) are important components in many environmental biofilms where they provide structural integrity to the biofilm, mediate bacterial aggregation and may function as virulence factor by binding specifically to host cell molecules. A novel FuBA system, the Fap system, was previously characterized in the genus Pseudomonas, however, very little is known about the phylogenetic diversity of bacteria with the genetic capacity to apply this system. Studies of genomes and public metagenomes from a diverse range of habitats showed that the Fap system is restricted to only three classes in the phylum Proteobacteria, the Beta-, Gamma- and Deltaproteobacteria. The structural organization of the fap genes into a single fapABCDEF operon is well conserved with minor variations such as a frequent deletion of fapA. A high degree of variation was seen within the primary structure of the major Fap fibril monomers, FapC, whereas the minor monomers, FapB, showed less sequence variation. Comparison of phylogenetic trees based on Fap proteins and the 16S rRNA gene of the corresponding bacteria showed remarkably similar overall topology. This indicates, that horizontal gene transfer is an infrequent event in the evolution of the Fap system.


Assuntos
Amiloide/genética , Proteínas de Bactérias/genética , Evolução Molecular , Pseudomonas/genética , Sequência de Aminoácidos , Amiloide/classificação , Amiloide/metabolismo , Proteínas de Bactérias/metabolismo , Biofilmes/crescimento & desenvolvimento , Variação Genética , Genoma Bacteriano/genética , Cadeias de Markov , Metagenoma/genética , Dados de Sequência Molecular , Óperon , Filogenia , Proteobactérias/classificação , Proteobactérias/genética , Proteobactérias/metabolismo , Pseudomonas/classificação , Pseudomonas/fisiologia , Homologia de Sequência de Aminoácidos , Especificidade da Espécie
13.
J Biosci ; 38(2): 251-8, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23660659

RESUMO

In the present study the most efficient R-factor controlling the ars operon was selected after screening of 39 Escherichia coli isolates by minimum inhibitory concentration test (MIC) studies from water samples of different geographical locations of India. Among all, strain isolated from Hooghly River (West Bengal) was found to have maximum tolerance towards arsenic and was further used for the development of bioreporter bacteria. Cloning of the ars regulatory element along with operator-promotor and luxCDABE from Photobacteria into expression vector has been accomplished by following recombinant DNA protocols. The bioreporter sensor system developed in this study can measure the estimated range of 0.74-60 mu g of As/L and is both specific and selective for sensing bioavailable As. The constructed bacterial biosensor was further used for the determination of arsenic ion concentration in different environmental samples of India.


Assuntos
Arsênio/análise , Medições Luminescentes , Poluentes Químicos da Água/análise , Arsênio/farmacologia , Proteínas de Bactérias/biossíntese , Proteínas de Bactérias/genética , Técnicas de Química Analítica , Clonagem Molecular , DNA Bacteriano/genética , DNA Bacteriano/isolamento & purificação , Escherichia coli/genética , Regulação Bacteriana da Expressão Gênica , Genes Bacterianos , Genes Reporter , Índia , Testes de Sensibilidade Microbiana , Óperon , Plasmídeos/genética , Regiões Promotoras Genéticas , Vibrio/genética , Poluentes Químicos da Água/farmacologia
14.
PLoS One ; 7(12): e52137, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23284902

RESUMO

Current Bayesian microarray models that pool multiple studies assume gene expression is independent of other genes. However, in prokaryotic organisms, genes are arranged in units that are co-regulated (called operons). Here, we introduce a new Bayesian model for pooling gene expression studies that incorporates operon information into the model. Our Bayesian model borrows information from other genes within the same operon to improve estimation of gene expression. The model produces the gene-specific posterior probability of differential expression, which is the basis for inference. We found in simulations and in biological studies that incorporating co-regulation information improves upon the independence model. We assume that each study contains two experimental conditions: a treatment and control. We note that there exist environmental conditions for which genes that are supposed to be transcribed together lose their operon structure, and that our model is best carried out for known operon structures.


Assuntos
Teorema de Bayes , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Algoritmos , Simulação por Computador , Regulação Bacteriana da Expressão Gênica , Cadeias de Markov , Óperon
15.
Vet Immunol Immunopathol ; 145(1-2): 479-84, 2012 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-22088674

RESUMO

Pneumonia caused by Rhodococcus equi remains a significant problem in foals. The objective of this study was to develop a safe and efficacious attenuated strain of R. equi for eventual use in oral immunization of foals. The approach involved expression of vapA in a live, virulence plasmid-negative, strain of R. equi (strain 103-). PCR-amplified fragments of the vapA gene, with and without the upstream genes virR, orf5, vapH, orf7 and orf8 (orf4-8), were cloned into a shuttle vector pNBV1. These plasmids, named pAW48A and pAWVapA respectively, were electroporated into strain 103-. The presence of the recombinant vectors in the attenuated strain (103-) and the integrity of the inserted genes were confirmed, and both constructs expressed VapA. The virulence of the two strains was compared to that of wild type R. equi 103+ and negative controls by their intravenous inoculation into mice, followed by examination of liver clearance 4 days later. Mice inoculated with R. equi 103-, 103-/pAWVapA and 103-/pNBV1 completely cleared infection, whereas strain 103-/pAW48A persisted in 47% of mice.


Assuntos
Infecções por Actinomycetales/veterinária , Proteínas de Bactérias/genética , Vacinas Bacterianas/genética , Rhodococcus equi/genética , Fatores de Transcrição/genética , Infecções por Actinomycetales/imunologia , Infecções por Actinomycetales/prevenção & controle , Animais , Proteínas de Bactérias/imunologia , Vacinas Bacterianas/imunologia , Western Blotting/veterinária , Eletroforese em Gel de Poliacrilamida/veterinária , Feminino , Doenças dos Cavalos/imunologia , Doenças dos Cavalos/microbiologia , Doenças dos Cavalos/prevenção & controle , Cavalos/imunologia , Camundongos , Óperon/genética , Óperon/imunologia , Reação em Cadeia da Polimerase/veterinária , Rhodococcus equi/imunologia , Rhodococcus equi/patogenicidade , Fatores de Transcrição/imunologia , Vacinas Atenuadas/genética , Vacinas Atenuadas/imunologia , Virulência/genética , Virulência/imunologia
16.
BMC Syst Biol ; 5: 119, 2011 Jul 29.
Artigo em Inglês | MEDLINE | ID: mdl-21801369

RESUMO

BACKGROUND: IncP-1 plasmids are broad host range plasmids that have been found in clinical and environmental bacteria. They often carry genes for antibiotic resistance or catabolic pathways. The archetypal IncP-1 plasmid RK2 is a well-characterized biological system, with a fully sequenced and annotated genome and wide range of experimental measurements. Its central control operon, encoding two global regulators KorA and KorB, is a natural example of a negatively self-regulated operon. To increase our understanding of the regulation of this operon, we have constructed a dynamical mathematical model using Ordinary Differential Equations, and employed a Bayesian inference scheme, Markov Chain Monte Carlo (MCMC) using the Metropolis-Hastings algorithm, as a way of integrating experimental measurements and a priori knowledge. We also compared MCMC and Metabolic Control Analysis (MCA) as approaches for determining the sensitivity of model parameters. RESULTS: We identified two distinct sets of parameter values, with different biological interpretations, that fit and explain the experimental data. This allowed us to highlight the proportion of repressor protein as dimers as a key experimental measurement defining the dynamics of the system. Analysis of joint posterior distributions led to the identification of correlations between parameters for protein synthesis and partial repression by KorA or KorB dimers, indicating the necessary use of joint posteriors for correct parameter estimation. Using MCA, we demonstrated that the system is highly sensitive to the growth rate but insensitive to repressor monomerization rates in their selected value regions; the latter outcome was also confirmed by MCMC. Finally, by examining a series of different model refinements for partial repression by KorA or KorB dimers alone, we showed that a model including partial repression by KorA and KorB was most compatible with existing experimental data. CONCLUSIONS: We have demonstrated that the combination of dynamical mathematical models with Bayesian inference is valuable in integrating diverse experimental data and identifying key determinants and parameters for the IncP-1 central control operon. Moreover, we have shown that Bayesian inference and MCA are complementary methods for identification of sensitive parameters. We propose that this demonstrates generic value in applying this combination of approaches to systems biology dynamical modelling.


Assuntos
Regulação Bacteriana da Expressão Gênica/fisiologia , Modelos Biológicos , Óperon/fisiologia , Fatores R/fisiologia , Biologia de Sistemas/métodos , Teorema de Bayes , Cadeias de Markov , Método de Monte Carlo , Óperon/genética , Fatores R/genética
17.
mBio ; 1(4)2010 Sep 21.
Artigo em Inglês | MEDLINE | ID: mdl-20877578

RESUMO

Genes of prokaryotes and Archaea are often organized in cotranscribed groups, or operons. In contrast, eukaryotic genes are generally transcribed independently. Here we show that there is a substantial economic gain for the cell to cotranscribe genes encoding protein complexes because it synchronizes the fluctuations, or noise, in the levels of the different components. This correlation substantially reduces the shortfall in production of the complex. This benefit is relatively large in small cells such as bacterial cells, in which there are few mRNAs and proteins per cell, and is diminished in larger cells such as eukaryotic cells.


Assuntos
Bactérias/genética , Eucariotos/genética , Óperon , Proteínas/química , Proteínas/genética , Bactérias/química , Bactérias/metabolismo , Eucariotos/química , Eucariotos/metabolismo , Modelos Genéticos , Estabilidade Proteica , Proteínas/metabolismo
18.
Artigo em Inglês | MEDLINE | ID: mdl-20496184

RESUMO

Tetracyclines are extensively used in veterinary medicine. For the detection of tetracycline residues in animal products, a broad array of methods is available. Luminescent bacterial biosensors represent an attractive inexpensive, simple and fast method for screening large numbers of samples. A previously developed cell-biosensor method was subjected to an evaluation study using over 300 routine poultry samples and the results were compared with a microbial inhibition test. The cell-biosensor assay yielded many more suspect samples, 10.2% versus 2% with the inhibition test, which all could be confirmed by liquid chromatography-tandem mass spectrometry (LC-MS/MS). Only one sample contained a concentration above the maximum residue limit (MRL) of 100 microg kg(-1), while residue levels in most of the suspect samples were very low (<10 microg kg(-1)). The method appeared to be specific and robust. Using an experimental set-up comprising the analysis of a series of three sample dilutions allowed an appropriate cut-off for confirmatory analysis, limiting the number of samples and requiring further analysis to a minimum.


Assuntos
Antibacterianos/análise , Técnicas Biossensoriais , Resíduos de Drogas/análise , Carne/análise , Músculo Esquelético/química , Aves Domésticas , Tetraciclinas/análise , Animais , Antibacterianos/química , Antibacterianos/metabolismo , Técnicas Biossensoriais/economia , Resíduos de Drogas/química , Resíduos de Drogas/metabolismo , Resíduos de Drogas/normas , Escherichia coli/genética , Escherichia coli/metabolismo , União Europeia , Contaminação de Alimentos , Inspeção de Alimentos/economia , Inspeção de Alimentos/métodos , Inspeção de Alimentos/normas , Limite de Detecção , Luciferases Bacterianas/genética , Luciferases Bacterianas/metabolismo , Óperon/efeitos dos fármacos , Óperon/genética , Proteínas Repressoras/metabolismo , Reprodutibilidade dos Testes , Tetraciclinas/química , Tetraciclinas/metabolismo , Fatores de Tempo , Drogas Veterinárias/análise , Drogas Veterinárias/química , Drogas Veterinárias/metabolismo
19.
BMC Biol ; 7: 68, 2009 Oct 12.
Artigo em Inglês | MEDLINE | ID: mdl-19821963

RESUMO

BACKGROUND: Different iron transport systems evolved in Gram-negative bacteria during evolution. Most of the transport systems depend on outer membrane localized TonB-dependent transporters (TBDTs), a periplasma-facing TonB protein and a plasma membrane localized machinery (ExbBD). So far, iron chelators (siderophores), oligosaccharides and polypeptides have been identified as substrates of TBDTs. For iron transport, three uptake systems are defined: the lactoferrin/transferrin binding proteins, the porphyrin-dependent transporters and the siderophore-dependent transporters. However, for cyanobacteria almost nothing is known about possible TonB-dependent uptake systems for iron or other substrates. RESULTS: We have screened all publicly available eubacterial genomes for sequences representing (putative) TBDTs. Based on sequence similarity, we identified 195 clusters, where elements of one cluster may possibly recognize similar substrates. For Anabaena sp. PCC 7120 we identified 22 genes as putative TBDTs covering almost all known TBDT subclasses. This is a high number of TBDTs compared to other cyanobacteria. The expression of the 22 putative TBDTs individually depends on the presence of iron, copper or nitrogen. CONCLUSION: We exemplified on TBDTs the power of CLANS-based classification, which demonstrates its importance for future application in systems biology. In addition, the tentative substrate assignment based on characterized proteins will stimulate the research of TBDTs in different species. For cyanobacteria, the atypical dependence of TBDT gene expression on different nutrition points to a yet unknown regulatory mechanism. In addition, we were able to clarify a hypothesis of the absence of TonB in cyanobacteria by the identification of according sequences.


Assuntos
Proteínas de Bactérias/genética , Cianobactérias/genética , Genoma Bacteriano , Transporte de Íons/genética , Proteínas de Membrana/metabolismo , Proteínas de Membrana Transportadoras/genética , Anabaena/genética , Anabaena/metabolismo , Proteínas da Membrana Bacteriana Externa/genética , Proteínas da Membrana Bacteriana Externa/metabolismo , Proteínas de Bactérias/metabolismo , Sequência de Bases , Transporte Biológico Ativo/genética , Análise por Conglomerados , Cobre/metabolismo , Meios de Cultura/química , Cianobactérias/metabolismo , Bases de Dados de Ácidos Nucleicos , Regulação Bacteriana da Expressão Gênica , Ferro/metabolismo , Ligantes , Cadeias de Markov , Proteínas de Membrana/genética , Proteínas de Membrana Transportadoras/classificação , Proteínas de Membrana Transportadoras/metabolismo , Nitrogênio/metabolismo , Óperon/genética , Filogenia , Homologia de Sequência do Ácido Nucleico , Software , Biologia de Sistemas/métodos
20.
BMC Microbiol ; 9: 200, 2009 Sep 17.
Artigo em Inglês | MEDLINE | ID: mdl-19761586

RESUMO

BACKGROUND: Burkholderia cenocepacia are opportunistic Gram-negative bacteria that can cause chronic pulmonary infections in patients with cystic fibrosis. These bacteria demonstrate a high-level of intrinsic antibiotic resistance to most clinically useful antibiotics complicating treatment. We previously identified 14 genes encoding putative Resistance-Nodulation-Cell Division (RND) efflux pumps in the genome of B. cenocepacia J2315, but the contribution of these pumps to the intrinsic drug resistance of this bacterium remains unclear. RESULTS: To investigate the contribution of efflux pumps to intrinsic drug resistance of B. cenocepacia J2315, we deleted 3 operons encoding the putative RND transporters RND-1, RND-3, and RND-4 containing the genes BCAS0591-BCAS0593, BCAL1674-BCAL1676, and BCAL2822-BCAL2820. Each deletion included the genes encoding the RND transporter itself and those encoding predicted periplasmic proteins and outer membrane pores. In addition, the deletion of rnd-3 also included BCAL1672, encoding a putative TetR regulator. The B. cenocepacia rnd-3 and rnd-4 mutants demonstrated increased sensitivity to inhibitory compounds, suggesting an involvement of these proteins in drug resistance. Moreover, the rnd-3 and rnd-4 mutants demonstrated reduced accumulation of N-acyl homoserine lactones in the growth medium. In contrast, deletion of the rnd-1 operon had no detectable phenotypes under the conditions assayed. CONCLUSION: Two of the three inactivated RND efflux pumps in B. cenocepacia J2315 contribute to the high level of intrinsic resistance of this strain to some antibiotics and other inhibitory compounds. Furthermore, these efflux systems also mediate accumulation in the growth medium of quorum sensing molecules that have been shown to contribute to infection. A systematic study of RND efflux systems in B. cenocepacia is required to provide a full picture of intrinsic antibiotic resistance in this opportunistic bacterium.


Assuntos
Proteínas da Membrana Bacteriana Externa/metabolismo , Burkholderia cepacia/genética , Farmacorresistência Bacteriana Múltipla/genética , Proteínas de Membrana Transportadoras/metabolismo , Acil-Butirolactonas/análise , Proteínas da Membrana Bacteriana Externa/genética , Burkholderia cepacia/efeitos dos fármacos , Burkholderia cepacia/metabolismo , DNA Bacteriano/genética , Regulação Bacteriana da Expressão Gênica , Genes Bacterianos , Proteínas de Membrana Transportadoras/genética , Testes de Sensibilidade Microbiana , Mutagênese , Ofloxacino/metabolismo , Óperon , Percepção de Quorum
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