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1.
Environ Microbiol ; 16(11): 3443-62, 2014 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-24628880

RESUMEN

We reconstructed the complete 2.4 Mb-long genome of a previously uncultivated epsilonproteobacterium, Candidatus Sulfuricurvum sp. RIFRC-1, via assembly of short-read shotgun metagenomic data using a complexity reduction approach. Genome-based comparisons indicate the bacterium is a novel species within the Sulfuricurvum genus, which contains one cultivated representative, S. kujiense. Divergence between the species appears due in part to extensive genomic rearrangements, gene loss and chromosomal versus plasmid encoding of certain (respiratory) genes by RIFRC-1. Deoxyribonucleic acid for the genome was obtained from terrestrial aquifer sediment, in which RIFRC-1 comprised ∼ 47% of the bacterial community. Genomic evidence suggests RIFRC-1 is a chemolithoautotrophic diazotroph capable of deriving energy for growth by microaerobic or nitrate-/nitric oxide-dependent oxidation of S°, sulfide or sulfite or H2oxidation. Carbon may be fixed via the reductive tricarboxylic acid cycle. Consistent with these physiological attributes, the local aquifer was microoxic with small concentrations of available nitrate, small but elevated concentrations of reduced sulfur and NH(4)(+) /NH3-limited. Additionally, various mechanisms for heavy metal and metalloid tolerance and virulence point to a lifestyle well-adapted for metal(loid)-rich environments and a shared evolutionary past with pathogenic Epsilonproteobacteria. Results expand upon recent findings highlighting the potential importance of sulfur and hydrogen metabolism in the terrestrial subsurface.


Asunto(s)
Epsilonproteobacteria/genética , Genoma Bacteriano , Agua Subterránea/microbiología , Secuencia de Bases , Carbono/metabolismo , Sedimentos Geológicos/química , Agua Subterránea/química , Hidrógeno/metabolismo , Metagenoma , Metagenómica , Oxidación-Reducción , Plásmidos/genética , Azufre/metabolismo
2.
Biochim Biophys Acta ; 1810(10): 967-77, 2011 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-21421023

RESUMEN

BACKGROUND: The development of next generation sequencing technology is rapidly changing the face of the genome annotation and analysis field. One of the primary uses for genome sequence data is to improve our understanding and prediction of phenotypes for microbes and microbial communities, but the technologies for predicting phenotypes must keep pace with the new sequences emerging. SCOPE OF REVIEW: This review presents an integrated view of the methods and technologies used in the inference of phenotypes for microbes and microbial communities based on genomic and metagenomic data. Given the breadth of this topic, we place special focus on the resources available within the SEED Project. We discuss the two steps involved in connecting genotype to phenotype: sequence annotation, and phenotype inference, and we highlight the challenges in each of these steps when dealing with both single genome and metagenome data. MAJOR CONCLUSIONS: This integrated view of the genotype-to-phenotype problem highlights the importance of a controlled ontology in the annotation of genomic data, as this benefits subsequent phenotype inference and metagenome annotation. We also note the importance of expanding the set of reference genomes to improve the annotation of all sequence data, and we highlight metagenome assembly as a potential new source for complete genomes. Finally, we find that phenotype inference, particularly from metabolic models, generates predictions that can be validated and reconciled to improve annotations. GENERAL SIGNIFICANCE: This review presents the first look at the challenges and opportunities associated with the inference of phenotype from genotype during the next generation sequencing revolution. This article is part of a Special Issue entitled: Systems Biology of Microorganisms.


Asunto(s)
Genotipo , Fenotipo , Análisis de Secuencia de ADN/métodos , Animales , Humanos , Metagenómica/métodos
3.
Nat Biotechnol ; 25(11): 1281-9, 2007 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-17965706

RESUMEN

The genus Sorangium synthesizes approximately half of the secondary metabolites isolated from myxobacteria, including the anti-cancer metabolite epothilone. We report the complete genome sequence of the model Sorangium strain S. cellulosum So ce56, which produces several natural products and has morphological and physiological properties typical of the genus. The circular genome, comprising 13,033,779 base pairs, is the largest bacterial genome sequenced to date. No global synteny with the genome of Myxococcus xanthus is apparent, revealing an unanticipated level of divergence between these myxobacteria. A large percentage of the genome is devoted to regulation, particularly post-translational phosphorylation, which probably supports the strain's complex, social lifestyle. This regulatory network includes the highest number of eukaryotic protein kinase-like kinases discovered in any organism. Seventeen secondary metabolite loci are encoded in the genome, as well as many enzymes with potential utility in industry.


Asunto(s)
Genoma Bacteriano/genética , Myxococcales/genética , Myxococcales/metabolismo , Secuencia de Bases , Biotecnología , Datos de Secuencia Molecular , Myxococcales/clasificación , Filogenia , Análisis de Secuencia de ADN
4.
Environ Microbiol ; 11(5): 1038-55, 2009 May.
Artículo en Inglés | MEDLINE | ID: mdl-19187283

RESUMEN

Sulfate-reducing bacteria (SRB) belonging to the metabolically versatile Desulfobacteriaceae are abundant in marine sediments and contribute to the global carbon cycle by complete oxidation of organic compounds. Desulfobacterium autotrophicum HRM2 is the first member of this ecophysiologically important group with a now available genome sequence. With 5.6 megabasepairs (Mbp) the genome of Db. autotrophicum HRM2 is about 2 Mbp larger than the sequenced genomes of other sulfate reducers (SRB). A high number of genome plasticity elements (> 100 transposon-related genes), several regions of GC discontinuity and a high number of repetitive elements (132 paralogous genes Mbp(-1)) point to a different genome evolution when comparing with Desulfovibrio spp. The metabolic versatility of Db. autotrophicum HRM2 is reflected in the presence of genes for the degradation of a variety of organic compounds including long-chain fatty acids and for the Wood-Ljungdahl pathway, which enables the organism to completely oxidize acetyl-CoA to CO(2) but also to grow chemolithoautotrophically. The presence of more than 250 proteins of the sensory/regulatory protein families should enable Db. autotrophicum HRM2 to efficiently adapt to changing environmental conditions. Genes encoding periplasmic or cytoplasmic hydrogenases and formate dehydrogenases have been detected as well as genes for the transmembrane TpII-c(3), Hme and Rnf complexes. Genes for subunits A, B, C and D as well as for the proposed novel subunits L and F of the heterodisulfide reductases are present. This enzyme is involved in energy conservation in methanoarchaea and it is speculated that it exhibits a similar function in the process of dissimilatory sulfate reduction in Db. autotrophicum HRM2.


Asunto(s)
Dióxido de Carbono/metabolismo , ADN Bacteriano/genética , Deltaproteobacteria/genética , Genoma Bacteriano , Compuestos Orgánicos/metabolismo , Análisis de Secuencia de ADN , Acetilcoenzima A/metabolismo , ADN Bacteriano/química , Sedimentos Geológicos/microbiología , Secuencias Repetitivas Esparcidas , Redes y Vías Metabólicas/genética , Datos de Secuencia Molecular , Oxidación-Reducción , Transducción de Señal/genética , Sulfatos/metabolismo
5.
Nat Biotechnol ; 24(11): 1385-91, 2006 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-17057704

RESUMEN

Azoarcus sp. strain BH72, a mutualistic endophyte of rice and other grasses, is of agrobiotechnological interest because it supplies biologically fixed nitrogen to its host and colonizes plants in remarkably high numbers without eliciting disease symptoms. The complete genome sequence is 4,376,040-bp long and contains 3,992 predicted protein-coding sequences. Genome comparison with the Azoarcus-related soil bacterium strain EbN1 revealed a surprisingly low degree of synteny. Coding sequences involved in the synthesis of surface components potentially important for plant-microbe interactions were more closely related to those of plant-associated bacteria. Strain BH72 appears to be 'disarmed' compared to plant pathogens, having only a few enzymes that degrade plant cell walls; it lacks type III and IV secretion systems, related toxins and an N-acyl homoserine lactones-based communication system. The genome contains remarkably few mobile elements, indicating a low rate of recent gene transfer that is presumably due to adaptation to a stable, low-stress microenvironment.


Asunto(s)
Azoarcus/genética , Azoarcus/fisiología , Genoma Bacteriano/genética , Familia de Multigenes/genética , Fijación del Nitrógeno/genética , Carbono/metabolismo , Biblioteca Genómica , Hierro/metabolismo , Datos de Secuencia Molecular , Fijación del Nitrógeno/fisiología , Oryza/microbiología , Raíces de Plantas/microbiología , Análisis de Secuencia de ADN/métodos , Simbiosis/genética , Simbiosis/fisiología
6.
Nat Biotechnol ; 24(8): 997-1004, 2006 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-16878126

RESUMEN

Alcanivorax borkumensis is a cosmopolitan marine bacterium that uses oil hydrocarbons as its exclusive source of carbon and energy. Although barely detectable in unpolluted environments, A. borkumensis becomes the dominant microbe in oil-polluted waters. A. borkumensis SK2 has a streamlined genome with a paucity of mobile genetic elements and energy generation-related genes, but with a plethora of genes accounting for its wide hydrocarbon substrate range and efficient oil-degradation capabilities. The genome further specifies systems for scavenging of nutrients, particularly organic and inorganic nitrogen and oligo-elements, biofilm formation at the oil-water interface, biosurfactant production and niche-specific stress responses. The unique combination of these features provides A. borkumensis SK2 with a competitive edge in oil-polluted environments. This genome sequence provides the basis for the future design of strategies to mitigate the ecological damage caused by oil spills.


Asunto(s)
Mapeo Cromosómico/métodos , Genoma Bacteriano/genética , Halomonadaceae/genética , Halomonadaceae/metabolismo , Hidrocarburos/metabolismo , Secuencia de Bases , Biodegradación Ambiental , Datos de Secuencia Molecular , Homología de Secuencia de Ácido Nucleico
7.
Nucleic Acids Res ; 35(Database issue): D347-53, 2007 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-17145713

RESUMEN

The National Microbial Pathogen Data Resource (NMPDR) (http://www.nmpdr.org) is a National Institute of Allergy and Infections Disease (NIAID)-funded Bioinformatics Resource Center that supports research in selected Category B pathogens. NMPDR contains the complete genomes of approximately 50 strains of pathogenic bacteria that are the focus of our curators, as well as >400 other genomes that provide a broad context for comparative analysis across the three phylogenetic Domains. NMPDR integrates complete, public genomes with expertly curated biological subsystems to provide the most consistent genome annotations. Subsystems are sets of functional roles related by a biologically meaningful organizing principle, which are built over large collections of genomes; they provide researchers with consistent functional assignments in a biologically structured context. Investigators can browse subsystems and reactions to develop accurate reconstructions of the metabolic networks of any sequenced organism. NMPDR provides a comprehensive bioinformatics platform, with tools and viewers for genome analysis. Results of precomputed gene clustering analyses can be retrieved in tabular or graphic format with one-click tools. NMPDR tools include Signature Genes, which finds the set of genes in common or that differentiates two groups of organisms. Essentiality data collated from genome-wide studies have been curated. Drug target identification and high-throughput, in silico, compound screening are in development.


Asunto(s)
Bases de Datos de Ácidos Nucleicos , Genoma Bacteriano , Bacterias/efectos de los fármacos , Bacterias/metabolismo , Bacterias/patogenicidad , Proteínas Bacterianas/genética , Proteínas Bacterianas/fisiología , ADN Bacteriano/química , Sistemas de Liberación de Medicamentos , Genes Bacterianos , Genes Esenciales , Genómica , Internet , Homología de Secuencia de Ácido Nucleico , Programas Informáticos , Interfaz Usuario-Computador
8.
J Bacteriol ; 190(6): 2138-49, 2008 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-18192381

RESUMEN

Clavibacter michiganensis subsp. michiganensis is a plant-pathogenic actinomycete that causes bacterial wilt and canker of tomato. The nucleotide sequence of the genome of strain NCPPB382 was determined. The chromosome is circular, consists of 3.298 Mb, and has a high G+C content (72.6%). Annotation revealed 3,080 putative protein-encoding sequences; only 26 pseudogenes were detected. Two rrn operons, 45 tRNAs, and three small stable RNA genes were found. The two circular plasmids, pCM1 (27.4 kbp) and pCM2 (70.0 kbp), which carry pathogenicity genes and thus are essential for virulence, have lower G+C contents (66.5 and 67.6%, respectively). In contrast to the genome of the closely related organism Clavibacter michiganensis subsp. sepedonicus, the genome of C. michiganensis subsp. michiganensis lacks complete insertion elements and transposons. The 129-kb chp/tomA region with a low G+C content near the chromosomal origin of replication was shown to be necessary for pathogenicity. This region contains numerous genes encoding proteins involved in uptake and metabolism of sugars and several serine proteases. There is evidence that single genes located in this region, especially genes encoding serine proteases, are required for efficient colonization of the host. Although C. michiganensis subsp. michiganensis grows mainly in the xylem of tomato plants, no evidence for pronounced genome reduction was found. C. michiganensis subsp. michiganensis seems to have as many transporters and regulators as typical soil-inhabiting bacteria. However, the apparent lack of a sulfate reduction pathway, which makes C. michiganensis subsp. michiganensis dependent on reduced sulfur compounds for growth, is probably the reason for the poor survival of C. michiganensis subsp. michiganensis in soil.


Asunto(s)
Actinobacteria/genética , ADN Bacteriano/genética , Genoma Bacteriano , Solanum lycopersicum/microbiología , Actinobacteria/patogenicidad , Composición de Base/genética , ADN Bacteriano/química , Electroforesis en Gel de Campo Pulsado , Genes Bacterianos/genética , Islas Genómicas/genética , Modelos Genéticos , Datos de Secuencia Molecular , Operón/genética , Plásmidos/genética , Análisis de Secuencia de ADN , Serina Endopeptidasas/genética
9.
BMC Genomics ; 9: 449, 2008 Sep 30.
Artículo en Inglés | MEDLINE | ID: mdl-18826580

RESUMEN

BACKGROUND: Bordetella petrii is the only environmental species hitherto found among the otherwise host-restricted and pathogenic members of the genus Bordetella. Phylogenetically, it connects the pathogenic Bordetellae and environmental bacteria of the genera Achromobacter and Alcaligenes, which are opportunistic pathogens. B. petrii strains have been isolated from very different environmental niches, including river sediment, polluted soil, marine sponges and a grass root. Recently, clinical isolates associated with bone degenerative disease or cystic fibrosis have also been described. RESULTS: In this manuscript we present the results of the analysis of the completely annotated genome sequence of the B. petrii strain DSMZ12804. B. petrii has a mosaic genome of 5,287,950 bp harboring numerous mobile genetic elements, including seven large genomic islands. Four of them are highly related to the clc element of Pseudomonas knackmussii B13, which encodes genes involved in the degradation of aromatics. Though being an environmental isolate, the sequenced B. petrii strain also encodes proteins related to virulence factors of the pathogenic Bordetellae, including the filamentous hemagglutinin, which is a major colonization factor of B. pertussis, and the master virulence regulator BvgAS. However, it lacks all known toxins of the pathogenic Bordetellae. CONCLUSION: The genomic analysis suggests that B. petrii represents an evolutionary link between free-living environmental bacteria and the host-restricted obligate pathogenic Bordetellae. Its remarkable metabolic versatility may enable B. petrii to thrive in very different ecological niches.


Asunto(s)
Bordetella/genética , Bordetella/metabolismo , Bordetella/patogenicidad , Genoma Bacteriano , Proteínas Bacterianas/genética , Composición de Base , Evolución Biológica , Bordetella bronchiseptica/genética , Bordetella parapertussis/genética , Bordetella pertussis/genética , Cromosomas Bacterianos , Genes Bacterianos , Biblioteca Genómica , Secuencias Repetitivas Esparcidas , Datos de Secuencia Molecular , Sintenía , Virulencia/genética , Factores de Virulencia de Bordetella/genética
10.
BMC Genomics ; 9: 75, 2008 Feb 08.
Artículo en Inglés | MEDLINE | ID: mdl-18261238

RESUMEN

BACKGROUND: The number of prokaryotic genome sequences becoming available is growing steadily and is growing faster than our ability to accurately annotate them. DESCRIPTION: We describe a fully automated service for annotating bacterial and archaeal genomes. The service identifies protein-encoding, rRNA and tRNA genes, assigns functions to the genes, predicts which subsystems are represented in the genome, uses this information to reconstruct the metabolic network and makes the output easily downloadable for the user. In addition, the annotated genome can be browsed in an environment that supports comparative analysis with the annotated genomes maintained in the SEED environment. The service normally makes the annotated genome available within 12-24 hours of submission, but ultimately the quality of such a service will be judged in terms of accuracy, consistency, and completeness of the produced annotations. We summarize our attempts to address these issues and discuss plans for incrementally enhancing the service. CONCLUSION: By providing accurate, rapid annotation freely to the community we have created an important community resource. The service has now been utilized by over 120 external users annotating over 350 distinct genomes.


Asunto(s)
Biología Computacional/métodos , Bases de Datos de Ácidos Nucleicos , Genes de ARNr/genética , Genoma Arqueal , Genoma Bacteriano , Sistemas de Lectura Abierta/genética , Filogenia , Proteínas/genética , ARN de Transferencia/genética , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Factores de Tiempo , Interfaz Usuario-Computador
11.
FEMS Microbiol Ecol ; 66(1): 45-62, 2008 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-18355297

RESUMEN

Plasmid pTer331 from the bacterium Collimonas fungivorans Ter331 is a new member of the pIPO2/pSB102 family of environmental plasmids. The 40 457-bp sequence of pTer331 codes for 44 putative ORFs, most of which represent genes involved in replication, partitioning and transfer of the plasmid. We confirmed that pTer331 is stably maintained in its native host. Deletion analysis identified a mini-replicon capable of replicating autonomously in Escherichia coli and Pseudomonas putida. Furthermore, plasmid pTer331 was able to mobilize and retromobilize IncQ plasmid pSM1890 at typical rates of 10(-4) and 10(-8), respectively. Analysis of the 91% DNA sequence identity between pTer331 and pIPO2 revealed functional conservation of coding sequences, the deletion of DNA fragments flanked by short direct repeats (DR), and sequence preservation of long DRs. In addition, we experimentally established that pTer331 has no obvious contribution in several of the phenotypes that are characteristic of its host C. fungivorans Ter331, including the ability to efficiently colonize plant roots. Based on our findings, we hypothesize that cryptic plasmids such as pTer331 and pIPO2 might not confer an individual advantage to bacteria, but, due to their broad-host-range and ability to retromobilize, benefit bacterial populations by accelerating the intracommunal dissemination of the mobile gene pool.


Asunto(s)
Evolución Molecular , Genómica , Oxalobacteraceae/genética , Plásmidos/genética , Mapeo Cromosómico , ADN Bacteriano/genética , Ecología , Escherichia coli/genética , Genoma Bacteriano , Datos de Secuencia Molecular , Sistemas de Lectura Abierta , Pseudomonas fluorescens/genética , Alineación de Secuencia , Análisis de Secuencia de ADN , Microbiología del Suelo
12.
Bioinformatics ; 22(14): e281-9, 2006 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-16873483

RESUMEN

MOTIVATION: Novel sequencing techniques can give access to organisms that are difficult to cultivate using conventional methods. When applied to environmental samples, the data generated has some drawbacks, e.g. short length of assembled contigs, in-frame stop codons and frame shifts. Unfortunately, current gene finders cannot circumvent these difficulties. At the same time, the automated prediction of genes is a prerequisite for the increasing amount of genomic sequences to ensure progress in metagenomics. RESULTS: We introduce a novel gene finding algorithm that incorporates features overcoming the short length of the assembled contigs from environmental data, in-frame stop codons as well as frame shifts contained in bacterial sequences. The results show that by searching for sequence similarities in an environmental sample our algorithm is capable of detecting a high fraction of its gene content, depending on the species composition and the overall size of the sample. The method is valuable for hunting novel unknown genes that may be specific for the habitat where the sample is taken. Finally, we show that our algorithm can even exploit the limited information contained in the short reads generated by 454 technology for the prediction of protein coding genes. AVAILABILITY: The program is freely available upon request.


Asunto(s)
Mapeo Cromosómico/métodos , ADN Bacteriano/genética , Microbiología Ambiental , Monitoreo del Ambiente/métodos , Genoma Bacteriano/genética , Alineación de Secuencia/métodos , Análisis de Secuencia de ADN/métodos , Algoritmos , Bacterias/genética , Bacterias/aislamiento & purificación , Secuencia de Bases , Datos de Secuencia Molecular
13.
Nucleic Acids Res ; 31(8): 2187-95, 2003 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-12682369

RESUMEN

The flood of sequence data resulting from the large number of current genome projects has increased the need for a flexible, open source genome annotation system, which so far has not existed. To account for the individual needs of different projects, such a system should be modular and easily extensible. We present a genome annotation system for prokaryote genomes, which is well tested and readily adaptable to different tasks. The modular system was developed using an object-oriented approach, and it relies on a relational database backend. Using a well defined application programmers interface (API), the system can be linked easily to other systems. GenDB supports manual as well as automatic annotation strategies. The software currently is in use in more than a dozen microbial genome annotation projects. In addition to its use as a production genome annotation system, it can be employed as a flexible framework for the large-scale evaluation of different annotation strategies. The system is open source.


Asunto(s)
Genoma , Células Procariotas/metabolismo , Programas Informáticos , Secuencia de Aminoácidos , Bacterias/genética , Secuencia de Bases , Biología Computacional/métodos , Genoma Bacteriano , Internet , Datos de Secuencia Molecular , Homología de Secuencia de Aminoácido
14.
FEMS Microbiol Lett ; 249(2): 233-40, 2005 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-16006074

RESUMEN

Azoarcus sp. strain BH72 is a Gram-negative proteobacterium of the beta subclass; it is a diazotrophic endophyte of graminaceous plants and can provide significant amounts of fixed nitrogen to its host plant Kallar grass. We aimed to obtain a physical map of the Azoarcus sp. strain BH72 chromosome to be directly used in functional analysis and as a part of an Azoarcus sp. BH72 genome project. A bacterial artificial chromosome (BAC) library was constructed and analysed. A representative physical map with a high density of marker genes was developed in which 64 aligned BAC clones covered almost the entire genome.


Asunto(s)
Azoarcus/genética , Genoma Bacteriano , Cromosomas Artificiales Bacterianos , Clonación Molecular , ADN Bacteriano/genética , ADN Bacteriano/aislamiento & purificación , Biblioteca de Genes , Vectores Genéticos , Peso Molecular , Operón/genética , ARN Bacteriano/genética , ARN Ribosómico/genética , Mapeo Restrictivo
15.
J Biotechnol ; 106(2-3): 121-33, 2003 Dec 19.
Artículo en Inglés | MEDLINE | ID: mdl-14651855

RESUMEN

While the sequencing of bacterial genomes has become a routine procedure at major sequencing centers, there are still a number of genome projects at small- or medium-size facilities. For these facilities a maximum of control over sequencing, assembling and finishing is essential. At the same time, facilities have to be able to co-operate at minimum costs for the overall project. We have established a pipeline for the distributed sequencing of Alcanivorax borkumensis SK2, Azoarcus sp. BH72, Clavibacter michiganensis subsp. michiganensis NCPPB382, Sorangium cellulosum So ce56 and Xanthomonas campestris pv. vesicatoria 85-10. Our pipeline relies on standard tools (e.g. PHRED/PHRAP, CAP3 and Consed/Autofinish) wherever possible, supplementing them with new tools (BioMake and BACCardI) to achieve the aims described above.


Asunto(s)
Algoritmos , ADN Bacteriano/genética , Perfilación de la Expresión Génica/métodos , Genoma Bacteriano , Análisis de Secuencia de ADN/métodos , Programas Informáticos , Interfaz Usuario-Computador , Biología Computacional/métodos , Sistemas de Administración de Bases de Datos , Control de Calidad
16.
J Biotechnol ; 106(2-3): 135-46, 2003 Dec 19.
Artículo en Inglés | MEDLINE | ID: mdl-14651856

RESUMEN

As a high throughput technique, microarray experiments produce large data sets, consisting of measured data, laboratory protocols, and experimental settings. We have implemented the open source platform EMMA to store and analyze these data. The system provides automated pipelines for data processing and has a modular architecture that can be easily extended. EMMA features detailed reports about spots and their corresponding measurements. In addition to routine data analysis algorithms, the system can be integrated with other components that contain additional data sources (e.g. genome annotation systems).


Asunto(s)
Algoritmos , Sistemas de Administración de Bases de Datos , Bases de Datos Genéticas , Perfilación de la Expresión Génica/métodos , Almacenamiento y Recuperación de la Información/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Programas Informáticos , Interfaz Usuario-Computador , Robótica/métodos , Análisis de Secuencia de ADN/métodos
17.
J Biotechnol ; 106(2-3): 147-56, 2003 Dec 19.
Artículo en Inglés | MEDLINE | ID: mdl-14651857

RESUMEN

In the "post-genome" era, mass spectrometry (MS) has become an important method for the analysis of proteome data. The rapid advancement of this technique in combination with other methods used in proteomics results in an increasing number of high-throughput projects. This leads to an increasing amount of data that needs to be archived and analyzed. To cope with the need for automated data conversion, storage, and analysis in the field of proteomics, the open source system ProDB was developed. The system handles data conversion from different mass spectrometer software, automates data analysis, and allows the annotation of MS spectra (e.g. assign gene names, store data on protein modifications). The system is based on an extensible relational database to store the mass spectra together with the experimental setup. It also provides a graphical user interface (GUI) for managing the experimental steps which led to the MS data. Furthermore, it allows the integration of genome and proteome data. Data from an ongoing experiment was used to compare manual and automated analysis. First tests showed that the automation resulted in a significant saving of time. Furthermore, the quality and interpretability of the results was improved in all cases.


Asunto(s)
Algoritmos , Sistemas de Administración de Bases de Datos , Bases de Datos Genéticas , Almacenamiento y Recuperación de la Información/métodos , Espectrometría de Masas/métodos , Proteoma/química , Programas Informáticos , Interfaz Usuario-Computador , Perfilación de la Expresión Génica/métodos , Proteómica/métodos , Robótica/métodos , Análisis de Secuencia de Proteína/métodos
18.
J Biotechnol ; 106(2-3): 157-67, 2003 Dec 19.
Artículo en Inglés | MEDLINE | ID: mdl-14651858

RESUMEN

The flood of data acquired from the increasing number of publicly available genomes has led to new demands for bioinformatics software. With the growing amount of information resulting from high throughput experiments new questions arise that often focus on the comparison of genes, genomes, and their expression profiles. Inferring new knowledge by combining different kinds of "post-genomics" data obviously necessitates the development of new approaches that allow the integration of variable data sources into a flexible framework. In this paper, we describe our concept for the integration of heterogeneous data into a platform for systems biology. We have implemented a Bioinformatics Resource for the Integration of heterogeneous Data from Genomic Explorations (BRIDGE) and illustrate the usability of our approach as a platform for systems biology for two sample applications.


Asunto(s)
Algoritmos , Sistemas de Administración de Bases de Datos , Bases de Datos Genéticas , Perfilación de la Expresión Génica/métodos , Genómica/métodos , Almacenamiento y Recuperación de la Información/métodos , Programas Informáticos , Interfaz Usuario-Computador , Diseño de Software , Integración de Sistemas
19.
J Biotechnol ; 104(1-3): 5-25, 2003 Sep 04.
Artículo en Inglés | MEDLINE | ID: mdl-12948626

RESUMEN

The complete genomic sequence of Corynebacterium glutamicum ATCC 13032, well-known in industry for the production of amino acids, e.g. of L-glutamate and L-lysine was determined. The C. glutamicum genome was found to consist of a single circular chromosome comprising 3282708 base pairs. Several DNA regions of unusual composition were identified that were potentially acquired by horizontal gene transfer, e.g. a segment of DNA from C. diphtheriae and a prophage-containing region. After automated and manual annotation, 3002 protein-coding genes have been identified, and to 2489 of these, functions were assigned by homologies to known proteins. These analyses confirm the taxonomic position of C. glutamicum as related to Mycobacteria and show a broad metabolic diversity as expected for a bacterium living in the soil. As an example for biotechnological application the complete genome sequence was used to reconstruct the metabolic flow of carbon into a number of industrially important products derived from the amino acid L-aspartate.


Asunto(s)
Aminoácidos/biosíntesis , Ácido Aspártico/metabolismo , Corynebacterium/genética , Corynebacterium/metabolismo , Genoma Bacteriano , Proteoma/genética , Proteoma/metabolismo , Vitaminas/biosíntesis , Secuencia de Aminoácidos , Aminoácidos/genética , Ácido Aspártico/genética , Secuencia de Bases , Corynebacterium/clasificación , Bases de Datos Genéticas , Perfilación de la Expresión Génica , Datos de Secuencia Molecular , Complejos Multienzimáticos/genética , Complejos Multienzimáticos/metabolismo , Proteínas Recombinantes/biosíntesis , Análisis de Secuencia de ADN , Homología de Secuencia de Ácido Nucleico , Vitaminas/genética
20.
Microbiome ; 1(1): 20, 2013 Jul 10.
Artículo en Inglés | MEDLINE | ID: mdl-24450928

RESUMEN

BACKGROUND: Preterm infants represent a unique patient population that is born functionally immature and must accomplish development under the influence of a hospital environment. Neonatal necrotizing enterocolitis (NEC) is an inflammatory intestinal disorder affecting preterm infants. The purpose of this study was to evaluate the progression of intestinal microbiota community development between preterm infants who remained healthy compared to preterm infants who developed NEC. RESULTS: Weekly fecal samples from ten preterm infants, five with NEC and five matched healthy controls were obtained. Bacterial DNA from individual fecal samples was subjected to sequencing of 16S rRNA-based inventories using the 454 GS-FLX platform. Fecal samples from control infants demonstrated a temporal pattern in their microbiota, which converged toward that of a healthy full term breast-fed infant. Microbiota development in NEC patients diverged from controls beginning three weeks prior to diagnosis. Shotgun metagenomic sequencing was performed to identify functional differences in the respective microbiota of fecal samples from a set of twins in which one twin developed NEC and one did not. The majority of the differentially abundant genes in the NEC patient were associated with carbohydrate metabolism and mapped to members of the family Enterobacteriaceae. This may indicate an adaptation of the community to an altered profile of substrate availability for specific members as a first step towards the development of NEC. We propose that the microbial communities as a whole may metabolize milk differently, resulting in differential substrate availability for specific microbial groups. Additional differentially represented gene sets of interest were related to antibiotic resistance and vitamin biosynthesis. CONCLUSIONS: Our results suggest that there is a temporal component to microbiome development in healthy preterm infants. Thus, bacteriotherapy for the treatment or prevention of NEC must consider this temporal component of the microbial community in addition to its taxonomic composition and functional content.

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