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1.
Health Inf Sci Syst ; 3(Suppl 1 HISA Big Data in Biomedicine and Healthcare 2013 Con): S5, 2015.
Article in English | MEDLINE | ID: mdl-25960872

ABSTRACT

OBJECTIVE: To describe the importance of bioinformatics tools to analyze the big data yielded from new "omics" generation-methods, with the aim of unraveling the biology of the pathogen bacteria Lactococcus garvieae. METHODS: The paper provides the vision of the large volume of data generated from genome sequences, gene expression profiles by microarrays and other experimental methods that require biomedical informatics methods for management and analysis. RESULTS: The use of biomedical informatics methods improves the analysis of big data in order to obtain a comprehensive characterization and understanding of the biology of pathogenic organisms, such as L. garvieae. CONCLUSIONS: The "Big Data" concepts of high volume, veracity and variety are nowadays part of the research in microbiology associated with the use of multiple methods in the "omic" era. The use of biomedical informatics methods is a requisite necessary to improve the analysis of these data.

2.
J Immunol Methods ; 415: 66-70, 2014 Dec 15.
Article in English | MEDLINE | ID: mdl-25450258

ABSTRACT

The precise localisation of immunogenic proteins on stained two-dimensional electrophoresis (2DE) gels is occasionally difficult, contributing to the erroneous identification of unrelated non-immunogenic proteins, which is expensive and time consuming. This inconvenience can be solved by performing immunoblotting using previously stained polyacrylamide gels. This approach was proposed nearly 20 years ago but is now almost forgotten. We have evaluated the suitability of this approach to identify immunogenic proteins from Lactococcus garvieae. Some of the immunogenic proteins identified in L. garvieae, such as Gls24, have been considered important as immunotarget in different bacterial species. Post-staining western blotting facilitated the correct selection of immunogenic proteins of interest in 2D gels before their identification.


Subject(s)
Bacterial Proteins/analysis , Blotting, Western/methods , Heat-Shock Proteins/analysis , Lactococcus/chemistry , Bacterial Proteins/immunology , Electrophoresis, Gel, Two-Dimensional , Heat-Shock Proteins/immunology , Lactococcus/immunology , Molecular Sequence Annotation , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Staining and Labeling
3.
Vet Microbiol ; 171(1-2): 248-54, 2014 Jun 25.
Article in English | MEDLINE | ID: mdl-24768002

ABSTRACT

Zebrafish has been used for studying infections and host-pathogen interactions in different bacterial fish pathogens. In the present study we evaluated the ability of Lactococcus garvieae to infect zebrafish when inoculated intraperitoneally with 2 × 10(7)UFC of this pathogen. L. garvieae can colonize and invade zebrafish at multiple anatomical sites causing a lethal acute septicemic infection with clinical signs and lesions consistent with those observed in lactococcosis outbreaks. Immunohistochemical studies showed the presence of L. garvieae into macrophages as well as into non-phagocytic zebrafish cells of liver (hepatocytes). The internalization capacity showed by L. garvieae in zebrafish cells was confirmed in the rainbow trout cell line RTG-2. Our results provide the first evidence that L. garvieae is able to invade non-phagocytic host cells.


Subject(s)
Fish Diseases/microbiology , Gram-Positive Bacterial Infections/veterinary , Lactococcus/physiology , Zebrafish/microbiology , Animals , Cell Line , Fish Diseases/pathology , Gram-Positive Bacterial Infections/microbiology , Gram-Positive Bacterial Infections/pathology , Hepatocytes/microbiology , Macrophages/microbiology , Oncorhynchus mykiss/microbiology , Phagocytes/microbiology
4.
PLoS One ; 8(11): e79692, 2013.
Article in English | MEDLINE | ID: mdl-24223997

ABSTRACT

Lactococcus garvieae is an important fish and an opportunistic human pathogen. The genomic sequences of several L. garvieae strains have been recently published, opening the possibility of global studies on the biology of this pathogen. In this study, a whole genome DNA microarray of two strains of L. garvieae was designed and validated. This DNA microarray was used to investigate the effects of growth temperature (18°C and 37°C) on the transcriptome of two clinical strains of L. garvieae that were isolated from fish (Lg8831) and from a human case of septicemia (Lg21881). The transcriptome profiles evidenced a strain-specific response to temperature, which was more evident at 18°C. Among the most significant findings, Lg8831 was found to up-regulate at 18°C several genes encoding different cold-shock and cold-induced proteins involved in an efficient adaptive response of this strain to low-temperature conditions. Another relevant result was the description, for the first time, of respiratory metabolism in L. garvieae, whose gene expression regulation was temperature-dependent in Lg21881. This study provides new insights about how environmental factors such as temperature can affect L. garvieae gene expression. These data could improve our understanding of the regulatory networks and adaptive biology of this important pathogen.


Subject(s)
Gene Expression Profiling , Lactococcus/genetics , Temperature , Lactococcus/growth & development , Lactococcus/pathogenicity , Oligonucleotide Array Sequence Analysis , Transcription, Genetic
5.
PLoS One ; 7(6): e40119, 2012.
Article in English | MEDLINE | ID: mdl-22768237

ABSTRACT

The present work describes the molecular characterization of five circular plasmids found in the human clinical strain Lactococcus garvieae 21881. The plasmids were designated pGL1-pGL5, with molecular sizes of 4,536 bp, 4,572 bp, 12,948 bp, 14,006 bp and 68,798 bp, respectively. Based on detailed sequence analysis, some of these plasmids appear to be mosaics composed of DNA obtained by modular exchange between different species of lactic acid bacteria. Based on sequence data and the derived presence of certain genes and proteins, the plasmid pGL2 appears to replicate via a rolling-circle mechanism, while the other four plasmids appear to belong to the group of lactococcal theta-type replicons. The plasmids pGL1, pGL2 and pGL5 encode putative proteins related with bacteriocin synthesis and bacteriocin secretion and immunity. The plasmid pGL5 harbors genes (txn, orf5 and orf25) encoding proteins that could be considered putative virulence factors. The gene txn encodes a protein with an enzymatic domain corresponding to the family actin-ADP-ribosyltransferases toxins, which are known to play a key role in pathogenesis of a variety of bacterial pathogens. The genes orf5 and orf25 encode two putative surface proteins containing the cell wall-sorting motif LPXTG, with mucin-binding and collagen-binding protein domains, respectively. These proteins could be involved in the adherence of L. garvieae to mucus from the intestine, facilitating further interaction with intestinal epithelial cells and to collagenous tissues such as the collagen-rich heart valves. To our knowledge, this is the first report on the characterization of plasmids in a human clinical strain of this pathogen.


Subject(s)
Lactococcus/genetics , Plasmids/genetics , Aged , Amino Acid Sequence , Base Sequence , Chromosome Mapping , DNA Replication/genetics , Drug Resistance, Bacterial/genetics , Electrophoresis, Agar Gel , Gene Transfer, Horizontal/genetics , Genes, Bacterial/genetics , Humans , Lactococcus/pathogenicity , Male , Molecular Sequence Data , Phylogeny , Sequence Analysis, DNA , Virulence Factors/metabolism
6.
J Bacteriol ; 193(16): 4263-4, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21685280

ABSTRACT

Lactococcus garvieae is the etiological agent of lactococcosis, one of the most important disease threats to the sustainability of the rainbow trout farming industry. Here, we present the draft genome sequence of Lactococcus garvieae strain 8831, isolated from diseased rainbow trout, which is composed of 2,087,276 bp with a G+C content of 38%.


Subject(s)
Disease Outbreaks/veterinary , Fish Diseases/microbiology , Genome, Bacterial , Gram-Positive Bacterial Infections/veterinary , Lactococcus/genetics , Oncorhynchus mykiss , Animals , Base Sequence , Fish Diseases/epidemiology , Gram-Positive Bacterial Infections/epidemiology , Gram-Positive Bacterial Infections/microbiology , Lactococcus/classification , Molecular Sequence Data , Spain/epidemiology
7.
J Bacteriol ; 193(15): 4033-4, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21622739

ABSTRACT

Lactococcus garvieae is a Gram-positive bacterium considered an important opportunistic emerging human pathogen and also a well-recognized fish pathogen. Here, we present the draft genome sequence of Lactococcus garvieae strain 21881 (2,164,557 bp, with a G+C content of 37.9%), which represents the first report of a genome sequence on Lactococcus garvieae.


Subject(s)
Bacteremia/microbiology , Genome, Bacterial , Lactococcus/isolation & purification , Aged , Base Sequence , Humans , Lactococcus/genetics , Male , Molecular Sequence Data
8.
Int. microbiol ; 13(4): 189-193, dic. 2010.
Article in English | IBECS | ID: ibc-96707

ABSTRACT

This study evaluates the utilization of lactose (Lac) and the presence of the phospho-β-galactosidase (lacG) gene as markers for distinguishing between fish (Lac-/lacG-) and dairy isolates (Lac+/lacG+) of Lactococcus garvieae, using a panel of L. garvieae isolates from different sources. None of the fish isolates produced acid from lactose (Lac-), however Lac-/lacG- isolates were observed in pigs, cows, birds and humans. Most of the dairy isolates (77.8%) were Lac+/lacG+, but some dairy isolates did not produce acid from this sugar. Data in the present study show that the ability to metabolize lactose and the presence of the lacG gene are heterogeneously scattered among L. garvieae isolates of different sources. Therefore, the use of these criteria as markers to differentiate between L. garvieae isolates of dairy and fish origin should be considered with caution (AU)


No disponible


Subject(s)
Humans , Animals , Cattle , Dairy Products/microbiology , Fishes/microbiology , Lactococcus/genetics , Lactococcus/isolation & purification , Lactose/metabolism , beta-Galactosidase/genetics , Bacteremia/microbiology , Bacteriuria/microbiology , Fresh Water/microbiology , Wastewater/microbiology , Skin/microbiology
9.
BMC Microbiol ; 10: 79, 2010 Mar 16.
Article in English | MEDLINE | ID: mdl-20233401

ABSTRACT

BACKGROUND: Lactococcus garvieae is a bacterial pathogen that affects different animal species in addition to humans. Despite the widespread distribution and emerging clinical significance of L. garvieae in both veterinary and human medicine, there is almost a complete lack of knowledge about the genetic content of this microorganism. In the present study, the genomic content of L. garvieae CECT 4531 was analysed using bioinformatics tools and microarray-based comparative genomic hybridization (CGH) experiments. Lactococcus lactis subsp. lactis IL1403 and Streptococcus pneumoniae TIGR4 were used as reference microorganisms. RESULTS: The combination and integration of in silico analyses and in vitro CGH experiments, performed in comparison with the reference microorganisms, allowed establishment of an inter-species hybridization framework with a detection threshold based on a sequence similarity of >or= 70%. With this threshold value, 267 genes were identified as having an analogue in L. garvieae, most of which (n = 258) have been documented for the first time in this pathogen. Most of the genes are related to ribosomal, sugar metabolism or energy conversion systems. Some of the identified genes, such as als and mycA, could be involved in the pathogenesis of L. garvieae infections. CONCLUSIONS: In this study, we identified 267 genes that were potentially present in L. garvieae CECT 4531. Some of the identified genes could be involved in the pathogenesis of L. garvieae infections. These results provide the first insight into the genome content of L. garvieae.


Subject(s)
Genome, Bacterial , Lactococcus/genetics , Comparative Genomic Hybridization/methods , Computational Biology/methods , Computer Simulation , DNA, Bacterial/chemistry , Databases, Genetic , Oligonucleotide Array Sequence Analysis/methods , Species Specificity , Streptococcus pneumoniae/genetics
10.
Int Microbiol ; 13(4): 189-93, 2010 Dec.
Article in English | MEDLINE | ID: mdl-21404213

ABSTRACT

This study evaluates the utilization of lactose (Lac) and the presence of the phospho-ß-galactosidase (lacG) gene as markers for distinguishing between fish (Lac-/lacG-) and dairy isolates (Lac+/lacG+) of Lactococcus garvieae, using a panel of L. garvieae isolates from different sources. None of the fish isolates produced acid from lactose (Lac-), however Lac-/lacG- isolates were observed in pigs, cows, birds and humans. Most of the dairy isolates (77.8%) were Lac+/lacG+, but some dairy isolates did not produce acid from this sugar. Data in the present study show that the ability to metabolize lactose and the presence of the lacG gene are heterogeneously scattered among L. garvieae isolates of different sources. Therefore, the use of these criteria as markers to differentiate between L. garvieae isolates of dairy and fish origin should be considered with caution.


Subject(s)
Dairy Products/microbiology , Fishes/microbiology , Lactococcus/genetics , Lactose/metabolism , beta-Galactosidase/genetics , Animals , Bacteremia/microbiology , Bacteriuria/microbiology , Cattle , Fresh Water/microbiology , Humans , Lactococcus/isolation & purification , Sewage/microbiology , Skin/microbiology
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