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1.
J Shoulder Elbow Surg ; 31(2): 318-323, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34411722

RESUMO

BACKGROUND: Biofilm formation and hemolytic activity are factors that may correlate with the virulence of Cutibacterium. We sought to compare the prevalence of these potential markers of pathogenicity between Cutibacterium recovered from deep specimens obtained at the time of surgical revision for failed shoulder arthroplasty and Cutibacterium recovered from skin samples from normal subjects. METHODS: We compared 42 deep-tissue or explant isolates with 43 control Cutibacterium samples obtained from skin isolates from normal subjects. Subtyping information was available for all isolates. Biofilm-forming capacity was measured by inoculating a normalized amount of each isolate onto a 96-well plate. Planktonic bacteria were removed, the remaining adherent bacteria were stained with crystal violet, the crystal violet was re-solubilized in ethyl alcohol, and biofilm-forming capacity was quantitated by optical density (OD). Hemolytic activity was measured by plating a normalized amount of isolate onto agar plates. The area of the colony and the surrounding area of blood lysis were measured and reported as minimal, moderate, or severe hemolysis. RESULTS: Biofilm-forming capacity was significantly higher in the tissue and explant samples compared with the control skin samples (OD of 0.34 ± 0.30 for deep tissue vs. 0.20 ± 0.28 for skin, P = .002). Hemolytic activity was also significantly higher in the tissue and explant samples than in the control skin samples (P < .0001). Samples with hemolytic activity had significantly higher biofilm-forming capacity compared with samples without hemolytic activity (OD of 0.27 ± 0.29 vs. 0.12 ± 0.15, P = .015). No difference in biofilm-forming capacity or hemolytic activity was found between subtypes. CONCLUSIONS: Cutibacterium obtained from deep specimens at the time of revision shoulder arthroplasty has higher biofilm-forming capacity and hemolytic activity than Cutibacterium recovered from the skin of normal subjects. These data add support for the view that Cutibacterium harvested from deep tissues may have clinically significant virulence characteristics. The lack of correlation between these clinically relevant phenotypes and subtypes indicates that additional study is needed to identify genotypic markers that better correlate with biofilm and hemolytic activity.


Assuntos
Artroplastia do Ombro , Propionibacteriaceae , Biofilmes , Hemólise , Humanos , Pele
2.
J Shoulder Elbow Surg ; 31(8): 1713-1720, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-35176494

RESUMO

BACKGROUND: Deep tissue culture specimens obtained at the time of revision shoulder arthroplasty are commonly positive for Cutibacterium. Clinical interpretation of positive cultures can be difficult. This was a multi-institutional study evaluating the accuracy of cultures for Cutibacterium using positive control (PC) and negative control (NC) samples. The relationship between time to culture positivity and strength of culture positivity was also studied. METHODS: Eleven different institutions were each sent 12 blinded samples (10 PC and 2 NC samples). The 10 PC samples included 2 sets of 5 different dilutions of a Cutibacterium isolate from a failed total shoulder arthroplasty with a probable periprosthetic infection. At each institution, the samples were handled as if they were received from the operating room. Specimen growth, time to culture positivity, and strength of culture positivity (based on semiquantitative assessment) were reported. RESULTS: A total of 110 PC samples and 22 NC samples were tested. One hundred percent of specimens at the 4 highest dilutions were positive for Cutibacterium. At the lowest dilution, 91% of samples showed positive findings. Cutibacterium grew in 14% of NC samples. Cutibacterium grew in PC samples at an average of 4.0 ± 1.3 days, and all of these samples showed growth within 7 days. The time to positivity was significantly shorter (P < .001) and the strength of positivity was significantly higher (P < .001) in true-positive cultures compared with false-positive cultures. CONCLUSIONS: This multi-institutional study suggests that different institutions may report highly consistent rates of culture positivity for revision shoulder arthroplasty samples with higher bacterial loads. In contrast, with lower bacterial loads, the results are somewhat less consistent. Clinicians should consider using a shorter time to positivity and a higher strength of positivity as adjuncts in determining whether a tissue culture sample is a true positive.


Assuntos
Artroplastia do Ombro , Propionibacteriaceae , Infecções Relacionadas à Prótese , Articulação do Ombro , Humanos , Propionibacterium acnes , Infecções Relacionadas à Prótese/microbiologia , Ombro/cirurgia , Articulação do Ombro/microbiologia , Articulação do Ombro/cirurgia
3.
J Clin Microbiol ; 58(2)2020 01 28.
Artigo em Inglês | MEDLINE | ID: mdl-31645372

RESUMO

Cutibacterium acnes is the most common bacterium associated with periprosthetic shoulder infections. Sequencing of C. acnes has been proposed as a potential rapid diagnostic tool and a method of determining subtypes associated with pathogenicity and antibiotic resistance patterns. When multiple deep samples from the same surgery are culture positive for the same species and the isolates show the same culture phenotype, it is typically assumed that these isolates are clonal. However, it is well-known that C. acnes is not clonal on the skin of most individuals. We hypothesized that the C. acnes bacteria recovered at the time of revision shoulder arthroplasty would often represent more than one subtype, and we tested this hypothesis in this work. For patients undergoing revision shoulder arthroplasty, multiple samples from the surgical field were taken. For those patients with multiple samples that were culture positive for C. acnes, isolates from each sample were subjected to full genome sequencing. Of 11 patients, 5 (45%) had different subtypes of C. acnes within the deep tissues even though the colony morphology was similar. One patient had four subtypes in the deep tissues, while four patients had two different subtypes. Up to four different subtypes of C. acnes were observed in the deep tissues of a single patient. Clonality of C. acnes isolates from deep specimens from a potential periprosthetic shoulder infection cannot be assumed. Sequence-based characterization of virulence and antibiotic resistance may require testing of multiple deep specimens.


Assuntos
Artroplastia do Ombro/efeitos adversos , Genoma Bacteriano , Propionibacteriaceae/genética , Infecções Relacionadas à Prótese/microbiologia , Pele/microbiologia , Contagem de Colônia Microbiana , Humanos , Propionibacteriaceae/isolamento & purificação , Sequenciamento Completo do Genoma
4.
J Shoulder Elbow Surg ; 29(10): 2051-2055, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32417046

RESUMO

BACKGROUND: The skin of healthy shoulders is known to harbor multiple different subtypes of Cutibacterium (formerly Propionibacterium) acnes at the same time. C acnes can often be isolated from deep tissue and explant samples obtained during revision of a failed shoulder arthroplasty, presumably because the shoulder was inoculated with organisms from the patient's skin at the time of the index arthroplasty. It is possible that specific subtypes or distributions of subtypes may be associated with an increased pathogenic potential and that the skin of patients undergoing revision arthroplasty contains different distributions of the subtypes than in patients undergoing primary arthroplasty. We analyzed the subtype distribution of Cutibacterium from the skin of shoulders undergoing revision arthroplasty vs. primary arthroplasty. METHODS: Preoperative skin swabs were collected from 25 patients who underwent primary shoulder arthroplasty and 27 patients who underwent revision shoulder arthroplasty. The results of semiquantitative cultures of the skin and deep tissues were reported as specimen Cutibacterium values, and scores from all deep tissue samples were added to report the total shoulder Cutibacterium score. Single-locus sequence typing (SLST) of C acnes from the skin swabs was used to determine the subtype distribution for each patient. The percentage of each subtype for each patient was averaged in patients undergoing revision arthroplasty and then compared with that in patients undergoing primary arthroplasty. RESULTS: The C acnes subtype distribution on the skin of revision arthroplasty patients was different from that of primary shoulder arthroplasty patients, with a significantly higher percentage of SLST subtype A (36.9% vs. 16.0%, P = .0018). The distribution of SLST subtypes was similar between revision arthroplasty patients with strongly positive culture findings vs. those with weakly positive or negative culture findings. CONCLUSIONS: Significant differences in the skin Cutibacterium subtype distributions were found between shoulders undergoing revision shoulder arthroplasty and those undergoing primary shoulder arthroplasty. Future studies are needed to determine whether certain Cutibacterium subtype distributions are associated with an increased risk of arthroplasty revision.


Assuntos
Artroplastia do Ombro , DNA Bacteriano/análise , Propionibacterium acnes/isolamento & purificação , Reoperação , Ombro/microbiologia , Pele/microbiologia , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Tipagem Molecular , Período Pré-Operatório , Propionibacterium acnes/genética , Análise de Sequência de DNA , Articulação do Ombro/cirurgia
5.
PLoS Biol ; 10(4): e1001301, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22509135

RESUMO

Cells employ multiple levels of regulation, including transcriptional and translational regulation, that drive core biological processes and enable cells to respond to genetic and environmental changes. Small-molecule metabolites are one category of critical cellular intermediates that can influence as well as be a target of cellular regulations. Because metabolites represent the direct output of protein-mediated cellular processes, endogenous metabolite concentrations can closely reflect cellular physiological states, especially when integrated with other molecular-profiling data. Here we develop and apply a network reconstruction approach that simultaneously integrates six different types of data: endogenous metabolite concentration, RNA expression, DNA variation, DNA-protein binding, protein-metabolite interaction, and protein-protein interaction data, to construct probabilistic causal networks that elucidate the complexity of cell regulation in a segregating yeast population. Because many of the metabolites are found to be under strong genetic control, we were able to employ a causal regulator detection algorithm to identify causal regulators of the resulting network that elucidated the mechanisms by which variations in their sequence affect gene expression and metabolite concentrations. We examined all four expression quantitative trait loci (eQTL) hot spots with colocalized metabolite QTLs, two of which recapitulated known biological processes, while the other two elucidated novel putative biological mechanisms for the eQTL hot spots.


Assuntos
Metaboloma/genética , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Transcriptoma , Vias Biossintéticas/genética , Cromossomos Fúngicos/genética , Regulação Fúngica da Expressão Gênica , Redes Reguladoras de Genes , Genes Fúngicos , Modelos Genéticos , Mapeamento de Interação de Proteínas , Locos de Características Quantitativas , Saccharomyces cerevisiae/fisiologia , Estresse Fisiológico
6.
J Clin Microbiol ; 52(7): 2320-7, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24740080

RESUMO

Global HIV treatment programs need sensitive and affordable tests to monitor HIV drug resistance. We compared mutant detection by the oligonucleotide ligation assay (OLA), an economical and simple test, to massively parallel sequencing. Nonnucleoside reverse transcriptase inhibitor (K103N, V106M, Y181C, and G190A) and lamivudine (M184V) resistance mutations were quantified in blood-derived plasma RNA and cell DNA specimens by OLA and 454 pyrosequencing. A median of 1,000 HIV DNA or RNA templates (range, 163 to 1,874 templates) from blood specimens collected in Mozambique (n = 60) and Kenya (n = 51) were analyzed at 4 codons in each sample (n = 441 codons assessed). Mutations were detected at 75 (17%) codons by OLA sensitive to 2.0%, at 71 codons (16%; P = 0.78) by pyrosequencing using a cutoff value of ≥ 2.0%, and at 125 codons (28%; P < 0.0001) by pyrosequencing sensitive to 0.1%. Discrepancies between the assays included 15 codons with mutant concentrations of ∼2%, one at 8.8% by pyrosequencing and not detected by OLA, and one at 69% by OLA and not detected by pyrosequencing. The latter two cases were associated with genetic polymorphisms in the regions critical for ligation of the OLA probes and pyrosequencing primers, respectively. Overall, mutant concentrations quantified by the two methods correlated well across the codons tested (R(2) > 0.8). Repeat pyrosequencing of 13 specimens showed reproducible detection of 5/24 mutations at <2% and 6/6 at ≥ 2%. In conclusion, the OLA and pyrosequencing performed similarly in the quantification of nonnucleoside reverse transcriptase inhibitor and lamivudine mutations present at >2% of the viral population in clinical specimens. While pyrosequencing was more sensitive, detection of mutants below 2% was not reproducible.


Assuntos
DNA Ligases , Farmacorresistência Viral , Infecções por HIV/virologia , HIV-1/efeitos dos fármacos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Técnicas de Diagnóstico Molecular/métodos , Oligonucleotídeos , Adulto , Erros de Diagnóstico , Feminino , HIV-1/genética , Humanos , Lactente , Quênia , Testes de Sensibilidade Microbiana/métodos , Moçambique , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
7.
Proc Natl Acad Sci U S A ; 108(48): 19436-41, 2011 Nov 29.
Artigo em Inglês | MEDLINE | ID: mdl-22084118

RESUMO

The inference of regulatory and biochemical networks from large-scale genomics data is a basic problem in molecular biology. The goal is to generate testable hypotheses of gene-to-gene influences and subsequently to design bench experiments to confirm these network predictions. Coexpression of genes in large-scale gene-expression data implies coregulation and potential gene-gene interactions, but provide little information about the direction of influences. Here, we use both time-series data and genetics data to infer directionality of edges in regulatory networks: time-series data contain information about the chronological order of regulatory events and genetics data allow us to map DNA variations to variations at the RNA level. We generate microarray data measuring time-dependent gene-expression levels in 95 genotyped yeast segregants subjected to a drug perturbation. We develop a Bayesian model averaging regression algorithm that incorporates external information from diverse data types to infer regulatory networks from the time-series and genetics data. Our algorithm is capable of generating feedback loops. We show that our inferred network recovers existing and novel regulatory relationships. Following network construction, we generate independent microarray data on selected deletion mutants to prospectively test network predictions. We demonstrate the potential of our network to discover de novo transcription-factor binding sites. Applying our construction method to previously published data demonstrates that our method is competitive with leading network construction algorithms in the literature.


Assuntos
Algoritmos , Regulação Fúngica da Expressão Gênica/genética , Redes Reguladoras de Genes/genética , Variação Genética , Redes e Vias Metabólicas/genética , Modelos Biológicos , Teorema de Bayes , Sítios de Ligação/genética , Modelos Logísticos , Fatores de Tempo , Fatores de Transcrição/genética , Leveduras
9.
Biotechniques ; 2024 May 03.
Artigo em Inglês | MEDLINE | ID: mdl-38700279

RESUMO

As the volume of sequence data from variable pathogens increases, means of analyzing, annotating and extracting specific taxa for study becomes more difficult. To meet these challenges for datasets with hundreds to thousands of taxa, 'Phylobook' was developed. Starting with a sequence alignment file, Phylobook generates and displays phylogenetic trees adjacent to highlighter plots showing the position of mutations, and allows the user to identify lineages and recombinants, annotate and export selected subsets of sequences for downstream analysis. Accurate lineage assignment, which is difficult to automate, is aided using annotations created by different clustering methods. Phylobook provides web-based display combined with automated clustering and manual editing to allow for expert assessment and correction of lineage assignments and extraction for downstream analysis.

10.
J Bacteriol ; 195(1): 156-66, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-23104812

RESUMO

Overexpression of the Fst toxin in Enterococcus faecalis strain OG1X leads to defects in chromosome segregation, cell division and, eventually, membrane integrity. The M7 mutant derivative of OG1X is resistant to most of these effects but shows a slight growth defect in the absence of Fst. Full-genome sequencing revealed two differences between M7 and its OG1X parent. First, OG1X contains a frameshift mutation that inactivates the etaR response regulator gene, while M7 is a wild-type revertant for etaR. Second, the M7 mutant contains a missense mutation in the rpoC gene, which encodes the ß' subunit of RNA polymerase. Mutagenesis experiments revealed that the rpoC mutation was primarily responsible for the resistance phenotype. Microarray analysis revealed that a number of transporters were induced in OG1X when Fst was overexpressed. These transporters were not induced in M7 in response to Fst, and further experiments indicated that this had a direct protective effect on the mutant cells. Therefore, exposure of cells to Fst appears to have a cascading effect, first causing membrane stress and then potentiation of these effects by overexpression of certain transporters.


Assuntos
Antitoxinas/metabolismo , Toxinas Bacterianas/metabolismo , RNA Polimerases Dirigidas por DNA/metabolismo , Enterococcus faecalis/metabolismo , Alelos , Antitoxinas/genética , Toxinas Bacterianas/genética , Proteínas de Transporte/genética , Proteínas de Transporte/metabolismo , DNA Bacteriano , RNA Polimerases Dirigidas por DNA/genética , Enterococcus faecalis/genética , Deleção de Genes , Regulação Bacteriana da Expressão Gênica/fisiologia , Mutação , Reação em Cadeia da Polimerase
11.
Genomics ; 99(1): 1-9, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22019378

RESUMO

Complex diseases result from contributions of multiple genes that act in concert through pathways. Here we present a method to prioritize novel candidates of disease-susceptibility genes depending on the biological similarities to the known disease-related genes. The extent of disease-susceptibility of a gene is prioritized by analyzing seven features of human genes captured in H-InvDB. Taking rheumatoid arthritis (RA) and prostate cancer (PC) as two examples, we evaluated the efficiency of our method. Highly scored genes obtained included TNFSF12 and OSM as candidate disease genes for RA and PC, respectively. Subsequent characterization of these genes based upon an extensive literature survey reinforced the validity of these highly scored genes as possible disease-susceptibility genes. Our approach, Prioritization ANalysis of Disease Association (PANDA), is an efficient and cost-effective method to narrow down a large set of genes into smaller subsets that are most likely to be involved in the disease pathogenesis.


Assuntos
Estudos de Associação Genética/métodos , Predisposição Genética para Doença/genética , Genômica/métodos , Artrite Reumatoide/genética , Análise Custo-Benefício , Citocina TWEAK , Mineração de Dados , Estudos de Associação Genética/economia , Humanos , Masculino , Oncostatina M/genética , Neoplasias da Próstata/genética , Fatores de Necrose Tumoral/genética
12.
J Bacteriol ; 194(7): 1837, 2012 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-22408240

RESUMO

Gram-negative Aggregatibacter actinomycetemcomitans can be distinguished (based on the promoter structure of the leukotoxin operon) into JP2 and non-JP2 genotypes, with the former found to be more pathogenic than the latter. Here we report the first complete genome sequence of a serotype b non-JP2 strain of A. actinomycetemcomitans.


Assuntos
Aggregatibacter actinomycetemcomitans/genética , Genoma Bacteriano , Periodonto/microbiologia , Aggregatibacter actinomycetemcomitans/classificação , Aggregatibacter actinomycetemcomitans/isolamento & purificação , Sequência de Bases , Humanos , Masculino , Pessoa de Meia-Idade , Dados de Sequência Molecular , Filogenia
13.
Pathogens ; 11(9)2022 Sep 13.
Artigo em Inglês | MEDLINE | ID: mdl-36145469

RESUMO

Aggregatibacter actinomycetemcomitans is a periodontal pathogen associated with periodontitis. This species exhibits substantial variations in gene content among different isolates and has different virulence potentials. This study examined the distribution of genomic islands and their insert sites among genetically diverse A. actinomycetemcomitans strains by comparative genomic analysis. The results showed that some islands, presumably more ancient, were found across all genetic clades of A. actinomycetemcomitans. In contrast, other islands were specific to individual clades or a subset of clades and may have been acquired more recently. The islands for the biogenesis of serotype-specific antigens comprise distinct genes located in different loci for serotype a and serotype b-f strains. Islands that encode the same cytolethal distending toxins appear to have been acquired via distinct mechanisms in different loci for clade b/c and for clade a/d/e/f strains. The functions of numerous other islands remain to be elucidated. JP2 strains represent a small branch within clade b, one of the five major genetic clades of A. actinomycetemcomitans. In conclusion, the complex process of genomic island acquisition, deletion, and modification is a significant force in the genetic divergence of A. actinomycetemcomitans. Assessing the genetic distinctions between JP2 and non-JP2 strains must consider the landscape of genetic variations shaped by evolution.

14.
J Bacteriol ; 193(14): 3678, 2011 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-21571999

RESUMO

As part of a larger project to sequence multiple clinical isolates of Propionibacterium acnes, we have produced a draft genome sequence of a novel Propionibacterium species that is closely related to, yet distinct (by sequence) from P. acnes. We have tentatively named this new species Propionibacterium humerusii.


Assuntos
Infecções por Actinomycetales/microbiologia , Genoma Bacteriano , Propionibacterium/genética , Propionibacterium/isolamento & purificação , Sequência de Bases , DNA Bacteriano , Humanos , Dados de Sequência Molecular , Filogenia , Propionibacterium/classificação
15.
J Bacteriol ; 193(17): 4541-2, 2011 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-21725020

RESUMO

Rhodocyclales are representative of versatile bacteria that are able to utilize a wide variety of organic compounds for growth, but only a few strains have been isolated in pure culture thus far. Here we present the genome sequence of Methyloversatilis universalis FAM5(T), the first cultivable methylotrophic member of the order.


Assuntos
Genoma Bacteriano , Rhodocyclaceae/genética , Rhodocyclaceae/isolamento & purificação , DNA Bacteriano/genética , DNA Bacteriano/isolamento & purificação , Sedimentos Geológicos/microbiologia , Dados de Sequência Molecular , Família Multigênica , Oxirredução , Filogenia , Análise de Sequência de DNA , Transdução de Sinais
16.
Circulation ; 122(19): 1919-27, 2010 Nov 09.
Artigo em Inglês | MEDLINE | ID: mdl-20974999

RESUMO

BACKGROUND: High-density lipoprotein (HDL) protects the artery wall by removing cholesterol from lipid-laden macrophages. However, recent evidence suggests that HDL might also inhibit atherogenesis by combating inflammation. METHODS AND RESULTS: To identify potential antiinflammatory mechanisms, we challenged macrophages with lipopolysaccharide, an inflammatory microbial ligand for Toll-like receptor 4. HDL inhibited the expression of 30 (277 of 911) of the genes normally induced by lipopolysaccharide, microarray analysis revealed. One of its major targets was the type I interferon response pathway, a family of potent viral immunoregulators controlled by Toll-like receptor 4 and the TRAM/TRIF signaling pathway. Unexpectedly, the ability of HDL to inhibit gene expression was independent of macrophage cholesterol stores. Immunofluorescent studies suggested that HDL promoted TRAM translocation to intracellular compartments, which impaired subsequent signaling by Toll-like receptor 4 and TRIF. To examine the potential in vivo relevance of the pathway, we used mice deficient in apolipoprotein A-I, the major protein of HDL. After infection with Salmonella typhimurium, a Gram-negative bacterium that expresses lipopolysaccharide, apolipoprotein A-I-deficient mice had 6-fold higher plasma levels of interferon-ß, a key regulator of the type I interferon response, than did wild-type mice. CONCLUSIONS: HDL inhibits a subset of lipopolysaccharide-stimulated macrophage genes that regulate the type I interferon response, and its action is independent of sterol metabolism. These findings raise the possibility that regulation of macrophage genes by HDL might link innate immunity and cardioprotection.


Assuntos
Interferon Tipo I/imunologia , Lipopolissacarídeos/farmacologia , Lipoproteínas HDL/farmacologia , Macrófagos/imunologia , Animais , Quimiocina CXCL10/metabolismo , Quimiocinas/genética , Citocinas/genética , Regulação da Expressão Gênica/efeitos dos fármacos , Regulação da Expressão Gênica/fisiologia , Terapia de Imunossupressão , Interferon beta/metabolismo , Interleucina-12/metabolismo , Macrófagos/efeitos dos fármacos , Camundongos , Camundongos Endogâmicos C57BL , RNA Mensageiro/genética , Transdução de Sinais/fisiologia , Tioglicolatos/farmacologia , Receptor 4 Toll-Like/agonistas , Receptor 4 Toll-Like/genética , Receptores Toll-Like/genética
17.
Blood ; 114(15): 3292-8, 2009 Oct 08.
Artigo em Inglês | MEDLINE | ID: mdl-19654405

RESUMO

Currently, limited molecular markers exist that can determine where in the spectrum of chronic myeloid leukemia (CML) progression an individual patient falls at diagnosis. Gene expression profiles can predict disease and prognosis, but most widely used microarray analytical methods yield lengthy gene candidate lists that are difficult to apply clinically. Consequently, we applied a probabilistic method called Bayesian model averaging (BMA) to a large CML microarray dataset. BMA, a supervised method, considers multiple genes simultaneously and identifies small gene sets. BMA identified 6 genes (NOB1, DDX47, IGSF2, LTB4R, SCARB1, and SLC25A3) that discriminated chronic phase (CP) from blast crisis (BC) CML. In CML, phase labels divide disease progression into discrete states. BMA, however, produces posterior probabilities between 0 and 1 and predicts patients in "intermediate" stages. In validation studies of 88 patients, the 6-gene signature discriminated early CP from late CP, accelerated phase, and BC. This distinction between early and late CP is not possible with current classifications, which are based on known duration of disease. BMA is a powerful tool for developing diagnostic tests from microarray data. Because therapeutic outcomes are so closely tied to disease phase, these probabilities can be used to determine a risk-based treatment strategy at diagnosis.


Assuntos
Biomarcadores Tumorais/biossíntese , Crise Blástica/diagnóstico , Crise Blástica/metabolismo , Regulação Leucêmica da Expressão Gênica , Leucemia Mielogênica Crônica BCR-ABL Positiva/diagnóstico , Leucemia Mielogênica Crônica BCR-ABL Positiva/metabolismo , Proteínas de Neoplasias/biossíntese , Biomarcadores Tumorais/genética , Crise Blástica/terapia , Feminino , Perfilação da Expressão Gênica , Humanos , Leucemia Mielogênica Crônica BCR-ABL Positiva/terapia , Masculino , Proteínas de Neoplasias/genética , Análise de Sequência com Séries de Oligonucleotídeos , Valor Preditivo dos Testes , Fatores de Risco
18.
Nucleic Acids Res ; 37(Web Server issue): W519-25, 2009 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-19420059

RESUMO

'Protinfo PPC' (Prediction of Protein Complex) is a web server that predicts atomic level structures of interacting proteins from their amino-acid sequences. It uses the interolog method to search for experimental protein complex structures that are homologous to the input sequences submitted by a user. These structures are then used as starting templates to generate protein complex models, which are returned to the user in Protein Data Bank format via email. The server supports modeling of both homo and hetero multimers and generally produces full atomic level models (including insertion/deletion regions) of protein complexes as long as at least one putative homologous template for the query sequences is found. The modeling pipeline behind Protinfo PPC has been rigorously benchmarked and proven to produce highly accurate protein complex models. The fully automated all atom comparative modeling service for protein complexes provided by Protinfo PPC server offers wide capabilities ranging from prediction of protein complex interactions to identification of possible interaction sites, which will be useful for researchers studying these topics. The Protinfo PPC web server is available at http://protinfo.compbio.washington.edu/ppc/.


Assuntos
Complexos Multiproteicos/química , Software , Bases de Dados de Proteínas , Internet , Modelos Moleculares , Conformação Proteica , Reprodutibilidade dos Testes , Análise de Sequência de Proteína , Interface Usuário-Computador
19.
Nat Commun ; 12(1): 1986, 2021 03 31.
Artigo em Inglês | MEDLINE | ID: mdl-33790266

RESUMO

Many bacteria use the second messenger cyclic diguanylate (c-di-GMP) to control motility, biofilm production and virulence. Here, we identify a thermosensory diguanylate cyclase (TdcA) that modulates temperature-dependent motility, biofilm development and virulence in the opportunistic pathogen Pseudomonas aeruginosa. TdcA synthesizes c-di-GMP with catalytic rates that increase more than a hundred-fold over a ten-degree Celsius change. Analyses using protein chimeras indicate that heat-sensing is mediated by a thermosensitive Per-Arnt-SIM (PAS) domain. TdcA homologs are widespread in sequence databases, and a distantly related, heterologously expressed homolog from the Betaproteobacteria order Gallionellales also displayed thermosensitive diguanylate cyclase activity. We propose, therefore, that thermotransduction is a conserved function of c-di-GMP signaling networks, and that thermosensitive catalysis of a second messenger constitutes a mechanism for thermal sensing in bacteria.


Assuntos
Proteínas de Bactérias/metabolismo , GMP Cíclico/análogos & derivados , Proteínas de Escherichia coli/metabolismo , Fósforo-Oxigênio Liases/metabolismo , Pseudomonas aeruginosa/metabolismo , Sistemas do Segundo Mensageiro/fisiologia , Transdução de Sinais/fisiologia , Algoritmos , Proteínas de Bactérias/genética , Biofilmes/crescimento & desenvolvimento , Cromatografia Líquida , GMP Cíclico/metabolismo , Proteínas de Escherichia coli/genética , Regulação Bacteriana da Expressão Gênica , Espectrometria de Massas , Fósforo-Oxigênio Liases/genética , Pseudomonas aeruginosa/genética , Pseudomonas aeruginosa/fisiologia , Temperatura
20.
J Bacteriol ; 192(10): 2643-4, 2010 May.
Artigo em Inglês | MEDLINE | ID: mdl-20348265

RESUMO

The major clonal lineages of the Gram-negative periodontal pathogen Aggregatibacter actinomycetemcomitans include serotype a, b, and c strains. Here, we report the draft genome sequence of a naturally competent serotype a strain, D7S-1, isolated from a patient with aggressive periodontitis.


Assuntos
Aggregatibacter actinomycetemcomitans/genética , Genoma Bacteriano/genética , Dados de Sequência Molecular
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