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1.
Front Immunol ; 14: 1048790, 2023.
Article in English | MEDLINE | ID: mdl-36993968

ABSTRACT

COVID-19 induces chromatin remodeling in host immune cells, and it had previously been shown that vitamin B12 downregulates some inflammatory genes via methyl-dependent epigenetic mechanisms. In this work, whole blood cultures from moderate or severe COVID-19 patients were used to assess the potential of B12 as adjuvant drug. The vitamin normalized the expression of a panel of inflammatory genes still dysregulated in the leukocytes despite glucocorticoid therapy during hospitalization. B12 also increased the flux of the sulfur amino acid pathway, that regulates the bioavailability of methyl. Accordingly, B12-induced downregulation of CCL3 strongly and negatively correlated with the hypermethylation of CpGs in its regulatory regions. Transcriptome analysis revealed that B12 attenuates the effects of COVID-19 on most inflammation-related pathways affected by the disease. As far as we are aware, this is the first study to demonstrate that pharmacological modulation of epigenetic markings in leukocytes favorably regulates central components of COVID-19 physiopathology.


Subject(s)
COVID-19 , DNA Methylation , Epigenesis, Genetic , Inflammation Mediators , Leukocytes , Vitamin B 12 , Vitamin B 12/pharmacology , Vitamin B 12/therapeutic use , COVID-19/genetics , COVID-19/immunology , DNA Methylation/drug effects , Inflammation/drug therapy , Inflammation/genetics , Inflammation/immunology , Humans , Male , Female , Middle Aged , Aged , Inflammation Mediators/metabolism , Leukocytes/drug effects , Leukocytes/metabolism , Chemokine CCL3/genetics , Transcriptome , Down-Regulation
2.
J Neuroinflammation ; 19(1): 272, 2022 Nov 14.
Article in English | MEDLINE | ID: mdl-36376954

ABSTRACT

BACKGROUND: Thiamine (vitamin B1) is a cofactor for enzymes of central energy metabolism and its deficiency (TD) impairs oxidative phosphorylation, increases oxidative stress, and activates inflammatory processes that can lead to neurodegeneration. Wernicke-Korsakoff syndrome (WKS) is a consequence of chronic TD, which leads to extensive neuronal death, and is associated with neuropathological disorders, including cognitive deficits and amnesia. The hippocampus is one of the brain areas most affected by WKS. B1 replacement may not be enough to prevent the irreversible cognitive deficit associated with WKS. MATERIALS AND METHODS: An organotypic hippocampal slice culture (OHC) model was developed to investigate, using immunofluorescence and confocal microscopy and transcriptome analysis, the molecular mechanisms underlying the neurodegeneration associated with TD. The effect of anti-inflammatory pharmacological intervention with resveratrol (RSV) was also assessed in B1-deprived OHCs. RESULTS: In OHCs cultured without B1, neuronal density decayed after 5 days and, on the 7th day, the epigenetic markings H3K4me3 and H3K9me3 were altered in mature neurons likely favoring gene transcription. Between the 7th and the 14th day, a pulse of neurogenesis was observed followed by a further massive neuron loss. Transcriptome analysis at day nine disclosed 89 differentially expressed genes in response to B1 deprivation. Genes involved in tryptophan metabolism and lysine degradation KEGG pathways, and those with Gene Ontology (GO) annotations related to the organization of the extracellular matrix, cell adhesion, and positive regulation of synaptic transmission were upregulated. Several genes of the TNF and FoxO signaling pathways and with GO terms related to inflammation were inhibited in response to B1 deprivation. Nsd1, whose product methylates histone H3 lysine 36, was upregulated and the epigenetic marking H3K36me3, associated with negative regulation of neurogenesis, was increased in neurons. Treating B1-deprived OHCs with RSV promoted an earlier neurogenesis pulse. CONCLUSION: Neuroregeneration occurs in B1-deficient hippocampal tissue during a time window. This phenomenon depends on reducing neuroinflammation and, likely, on metabolic changes, allowing acetyl-CoA synthesis from amino acids to ensure energy supply via oxidative phosphorylation. Thus, neuroinflammation is implicated as a major regulator of hippocampal neurogenesis in TD opening a new search space for treating WKS.


Subject(s)
Neuroinflammatory Diseases , Thiamine Deficiency , Humans , Lysine/metabolism , Thiamine Deficiency/complications , Thiamine Deficiency/metabolism , Thiamine Deficiency/pathology , Neurogenesis/physiology , Hippocampus/metabolism , Thiamine/metabolism , Neurons/metabolism
4.
Front Cell Infect Microbiol ; 11: 631333, 2021.
Article in English | MEDLINE | ID: mdl-33791239

ABSTRACT

Severe thrombocytopenia can be a determinant factor in the morbidity of Plasmodium vivax, the most widespread human malaria parasite. Although immune mechanisms may drive P. vivax-induced severe thrombocytopenia (PvST), the current data on the cytokine landscape in PvST is scarce and often conflicting. Here, we hypothesized that the analysis of the bidirectional circuit of inflammatory mediators and their regulatory miRNAs would lead to a better understanding of the mechanisms underlying PvST. For that, we combined Luminex proteomics, NanoString miRNA quantification, and machine learning to evaluate an extensive array of plasma mediators in uncomplicated P. vivax patients with different degrees of thrombocytopenia. Unsupervised clustering analysis identified a set of PvST-linked inflammatory (CXCL10, CCL4, and IL-18) and regulatory (IL-10, IL-1Ra, HGF) mediators. Among the mediators associated with PvST, IL-6 and IL-8 were critical to discriminate P. vivax subgroups, while CCL2 and IFN-γ from healthy controls. Supervised machine learning spotlighted IL-10 in P. vivax-mediated thrombocytopenia and provided evidence for a potential signaling route involving IL-8 and HGF. Finally, we identified a set of miRNAs capable of modulating these signaling pathways. In conclusion, the results place IL-10 and IL-8/HGF in the center of PvST and propose investigating these signaling pathways across the spectrum of malaria infections.


Subject(s)
Malaria, Vivax , MicroRNAs , Thrombocytopenia , Humans , Inflammation Mediators , Plasmodium vivax
5.
Biomed Pharmacother ; 133: 111049, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33378956

ABSTRACT

Despite all efforts to provide new chemical entities to tackle leishmaniases, we are still dependent on a the limited drug arsenal, together with drawbacks like toxicity and drug-resistant parasites. Collaborative drug discovery emerged as an option to speed up the way to find alternative antileishmanial agents. This is the case of Medicines for Malaria Ventures - MMV, that promotes an open source drug discovery initiative to fight diseases worldwide. Here, we screened 400 compounds from 'Pathogen Box' (PBox) collection against Leishmania braziliensis, the main etiological agent of cutaneous leishmaniasis in Brazil. Twenty-three compounds were able to inhibit ≥ 80 % L. braziliensis growth at 5 µM. Six out of the PBox selected 23 compounds were found to be highly selective against L. braziliensis intracellular amastigotes with selectivity index varying from > 104 to > 746 and IC50s ranging from 47 to 480 nM. The compounds were also active against antimony-resistant L. braziliensis isolated from the field or laboratory selected mutants, revealing the potential on treating patients infected with drug resistant parasites. Most of the selected compounds were known to be active against kinetoplastids, however, two compounds (MMV688703 and MMV676477) were part of toxoplasmosis and tuberculosis 'PBox' disease set, reinforcing the potential of phenotyping screening to unveil drug repurposing. Here we applied a computational prediction of pharmacokinetic properties using the ADMET predictor pkCSM (http://biosig.unimelb.edu.au/pkcsm/). The tool offered clues on potential drug development needs and can support further in vivo studies. Molecular docking analysis identified CRK3 (LbrM.35.0660), CYP450 (LbrM.30.3580) and PKA (LbrM.18.1180) as L. braziliensis targets for MMV676604, MMV688372 and MMV688703, respectively. Compounds from 'Pathogen Box' thus represents a new hope for novel (or repurposed) small molecules source to tackle leishmaniases.


Subject(s)
Antimony/pharmacology , Antiprotozoal Agents/pharmacology , Drug Discovery , Drug Repositioning , Drug Resistance , Leishmania braziliensis/drug effects , Small Molecule Libraries , Animals , Antiprotozoal Agents/chemistry , Antiprotozoal Agents/pharmacokinetics , Antiprotozoal Agents/toxicity , Computer Simulation , Dose-Response Relationship, Drug , Humans , Inhibitory Concentration 50 , Leishmania braziliensis/growth & development , Models, Biological , Models, Chemical , Molecular Structure , Parasitic Sensitivity Tests , THP-1 Cells
6.
Parasite Immunol ; 42(9): e12720, 2020 09.
Article in English | MEDLINE | ID: mdl-32275066

ABSTRACT

INTRODUCTION: The intestinal microbiota plays an important role in modulating host immune responses. Oral Toxoplasma gondii infection can promote intestinal inflammation in certain mice strains. The IDO-AhR axis may control tryptophan (Trp) metabolism constituting an important immune regulatory mechanism in inflammatory settings. AIMS: In the present study, we investigated the role of the intestinal microbiota on Trp metabolism during oral infection with T gondii. METHODS AND RESULTS: Mice were treated with antibiotics for four weeks and then infected with T gondii by gavage. Histopathology and immune responses were evaluated 8 days after infection. We found that depletion of intestinal microbiota by antibiotics contributed to resistance against T gondii infection and led to reduced expression of AhR on dendritic and Treg cells. Mice depleted of Gram-negative bacteria presented higher levels of systemic Trp, downregulation of AhR expression and increased resistance to infection whereas depletion of Gram-positive bacteria did not affect susceptibility or expression of AhR on immune cells. CONCLUSION: Our findings indicate that the intestinal microbiota can control Trp availability and provide a link between the AhR pathway and host-microbiota interaction in acute infection with T gondii.


Subject(s)
Gastrointestinal Microbiome/physiology , Toxoplasmosis/metabolism , Tryptophan/metabolism , Animals , Female , Inflammation/immunology , Mice , Mice, Inbred C57BL , Toxoplasma/immunology , Toxoplasmosis/immunology
7.
Front Microbiol ; 9: 220, 2018.
Article in English | MEDLINE | ID: mdl-29503635

ABSTRACT

The aim of this study was to unravel the genetic determinants responsible for multidrug (including carbapenems) resistance and virulence in a clinical isolate of Klebsiella quasipneumoniae subsp. similipneumoniae by whole-genome sequencing and comparative analyses. Eighty-three clinical isolates initially identified as carbapenem-resistant K. pneumoniae were collected from nosocomial infections in southeast Brazil. After RAPD screening, the KPC-142 isolate, showing the most divergent DNA pattern, was selected for complete genome sequencing in an Illumina HiSeq 2500 instrument. Reads were assembled into scaffolds, gaps between scaffolds were resolved by in silico gap filling and extensive bioinformatics analyses were performed, using multiple comparative analysis tools and databases. Genome sequencing allowed to correct the classification of the KPC-142 isolate as K. quasipneumoniae subsp. similipneumoniae. To the best of our knowledge this is the first complete genome reported to date of a clinical isolate of this subspecies harboring both class A beta-lactamases KPC-2 and OKP-B-6 from South America. KPC-142 has one 5.2 Mbp chromosome (57.8% G+C) and two plasmids: 190 Kbp pKQPS142a (50.7% G+C) and 11 Kbp pKQPS142b (57.3% G+C). The 3 Kbp region in pKQPS142b containing the blaKPC-2 was found highly similar to that of pKp13d of K. pneumoniae Kp13 isolated in Southern Brazil in 2009, suggesting the horizontal transfer of this resistance gene between different species of Klebsiella. KPC-142 additionally harbors an integrative conjugative element ICEPm1 that could be involved in the mobilization of pKQPS142b and determinants of resistance to other classes of antimicrobials, including aminoglycoside and silver. We present the completely assembled genome sequence of a clinical isolate of K. quasipneumoniae subsp. similipneumoniae, a KPC-2 and OKP-B-6 beta-lactamases producer and discuss the most relevant genomic features of this important resistant pathogen in comparison to several strains belonging to K. quasipneumoniae subsp. similipneumoniae (phylogroup II-B), K. quasipneumoniae subsp. quasipneumoniae (phylogroup II-A), K. pneumoniae (phylogroup I), and K. variicola (phylogroup III). Our study contributes to the description of the characteristics of a novel K. quasipneumoniae subsp. similipneumoniae strain circulating in South America that currently represent a serious potential risk for nosocomial settings.

8.
Mol Neurobiol ; 55(6): 5255-5268, 2018 Jun.
Article in English | MEDLINE | ID: mdl-28879460

ABSTRACT

Neurological dysfunction as a result of neuroinflammation has been reported in sepsis and cause high mortality. High levels of cytokines stimulate the formation of neurotoxic metabolites by kynurenine (KYN) pathway. Vitamin B6 (vit B6) has anti-inflammatory and antioxidant properties and also acts as a cofactor for enzymes of the KYN pathway. Thus, by using a relevant animal model of polymicrobial sepsis, we studied the effect of vit B6 on the KYN pathway, acute neurochemical and neuroinflammatory parameters, and cognitive dysfunction in rats. Male Wistar rats (250-300 g) were submitted to cecal ligation and perforation (CLP) and divided into sham + saline, sham + vit B6, CLP + saline, and CLP + vit B6 (600 mg/kg, s.c.) groups. Twenty-four hours later, the prefrontal cortex and hippocampus were removed for neurochemical and neuroinflammatory analyses. Animals were followed for 10 days to determine survival rate, when cognitive function was assessed by behavioral tests. Vitamin B6 interfered in the activation of kynurenine pathway, which led to an improvement in neurochemical and neuroinflammatory parameters and, consequently, in the cognitive functions of septic animals. Thus, the results indicate that vit B6 exerts neuroprotective effects in acute and late consequences after sepsis.


Subject(s)
Cognitive Dysfunction/drug therapy , Cognitive Dysfunction/metabolism , Kynurenine/metabolism , Sepsis/drug therapy , Sepsis/microbiology , Vitamin B 6/therapeutic use , Animals , Blood-Brain Barrier/drug effects , Blood-Brain Barrier/metabolism , Cognitive Dysfunction/pathology , Cytokines/metabolism , Energy Metabolism/drug effects , Inflammation/pathology , Inflammation Mediators/metabolism , Kaplan-Meier Estimate , Lipid Peroxidation/drug effects , Male , Nitrates/metabolism , Nitrites/metabolism , Oxidative Stress/drug effects , Permeability , Peroxidase/metabolism , Protein Carbonylation/drug effects , Rats, Wistar , Tryptophan/metabolism , Vitamin B 6/pharmacology
9.
Int J Med Microbiol ; 307(6): 287-290, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28587735

ABSTRACT

Penicillin is the antibiotic of choice for the treatment of meningococcal infections, and mutations in penA gene are involved with reduced susceptibility (penI) emergence to this antibiotic. This study aimed to characterize the penA allelic diversity, their association with penI phenotype and distribution among prevalent meningococci serogroups in Brazil. The entire penA from 49 invasive strains of distinct serogroups circulating in Brazil for more than two decades were obtained by PCR and sequencing. Additionally, the penA from 22 publicly available complete Neisseria meningitidis genomes from Brazil were included in the study. The allelic diversity was determined and a genetic tree was built using the penA sequence alignment. The penicillin MIC was obtained by the E-Test method. In general, the identified penA alleles correlated with the observed penI phenotype. The canonical penA1 was the most prevalent allele, however, several altered penA were also identified in strains presenting increased penicillin MICs. It was identified a new penA amino acid position (residue 480) that possibly influence the penicillin MIC in some strains. Interestingly, the altered penA14 was found in penI invasive MenC cc103 strains spread in Brazil and persisting since 2011, indicating that the biological cost imposed by penI phenotype can be ameliorated by particular features present in this lineage, which represents an additional public health threat.


Subject(s)
Anti-Bacterial Agents/pharmacology , Meningococcal Infections/microbiology , Neisseria meningitidis, Serogroup C/genetics , Penicillin Resistance/genetics , Penicillin-Binding Proteins/genetics , Penicillins/pharmacology , Alleles , Brazil , Genes, Bacterial , Genetic Variation , Humans , Microbial Sensitivity Tests , Sequence Alignment , Serogroup
10.
J Neurol Sci ; 375: 390-394, 2017 Apr 15.
Article in English | MEDLINE | ID: mdl-28320174

ABSTRACT

Meningitis is a disease with a global distribution that constitutes a worldwide burden, with viruses as the primary etiologic agents. The range of viral meningitis severity depends mainly on age, immune status and etiological agent. The aim of this work was to investigate the suspected cases of viral meningitis using molecular techniques to confirm the viral infection. The diagnosed virus was correlated with clinical findings and cytochemical parameters in cerebrospinal liquid (CSF) of patients. CSF of 70 children with the presumptive diagnosis of viral meningitis was analyzed by real time PCR (qPCR). Viruses were identified by qPCR in 44 CSF samples (62.9%). Among them, 31 were identified as Enterovirus (ENTV) (70.4%), six as Human herpes virus 3 (HHV-3) (13.6%), five as Dengue virus (DENV) (11.7%), one as Human herpes virus 1-2 (2.3%) and one as Human herpes virus 5 (2.3%). Patients in the HHV-positive groups had increased percentage of polymorphonuclear neutrophils (PMN) (mean of 81%) while the groups of patients with DENV and ENTV had a mean of 30.9%. This study contributes to the knowledge of the epidemiological distribution of viral agents in CNS infections in children. In addition, it raises the relevance of DENV as an agent of CNS infection, and reinforces the importance for molecular in the cases of CNV infection.


Subject(s)
Dengue Virus/pathogenicity , Dengue/epidemiology , Meningitis, Viral/epidemiology , Meningitis, Viral/etiology , Analysis of Variance , Brazil/epidemiology , Child , Child, Preschool , DNA, Viral/genetics , DNA, Viral/metabolism , Dengue/cerebrospinal fluid , Dengue Virus/genetics , Dengue Virus/immunology , Enterovirus/genetics , Enzyme-Linked Immunosorbent Assay , Female , Flavivirus/genetics , Humans , Immunoglobulin M/metabolism , Infant , Infant, Newborn , Male , Meningitis, Viral/cerebrospinal fluid , Simplexvirus/genetics
11.
Mamm Genome ; 28(1-2): 66-80, 2017 02.
Article in English | MEDLINE | ID: mdl-27853861

ABSTRACT

In bovines, artificial selection has produced a large number of breeds which differ in production, environmental adaptation, and health characteristics. To investigate the genetic basis of these phenotypical differences, several bovine breeds have been sequenced. Millions of new SNVs were described at every new breed sequenced, suggesting that every breed should be sequenced. Guzerat or Guzerá is an indicine breed resistant to drought and parasites that has been the base for some important breeds such as Brahman. Here, we describe the sequence of the Guzerá genome and the in silico functional analyses of intragenic breed-specific variations. Mate-paired libraries were generated using the ABI SOLiD system. Sequences were mapped to the Bos taurus reference genome (UMD 3.1) and 87% of the reference genome was covered at a 26X. Among the variants identified, 2,676,067 SNVs and 463,158 INDELs were homozygous, not found in any database searched, and may represent true differences between Guzerá and B. taurus. Functional analyses investigated with the NGS-SNP package focused on 1069 new, non-synonymous SNVs, splice-site variants (including acceptor and donor sites, and the conserved regions at both intron borders, referred to here as splice regions) and coding INDELs (NS/SS/I). These NS/SS/I map to 935 genes belonging to cell communication, environmental adaptation, signal transduction, sensory, and immune systems pathways. These pathways have been involved in phenotypes related to health, adaptation to the environment and behavior, and particularly, disease resistance and heat tolerance. Indeed, 105 of these genes are known QTLs for milk, meat and carcass, production, reproduction, and health traits. Therefore, in addition to describing new genetic variants, our approach provided groundwork for unraveling key candidate genes and mutations.


Subject(s)
Disease Resistance/genetics , Genetic Variation , Thermotolerance/genetics , Whole Genome Sequencing/methods , Animals , Breeding , Cattle , Genotype , INDEL Mutation/genetics , Molecular Sequence Annotation , Phenotype , Polymorphism, Single Nucleotide , Quantitative Trait Loci/genetics
12.
PLoS One ; 10(9): e0139037, 2015.
Article in English | MEDLINE | ID: mdl-26413773

ABSTRACT

In order to establish new infections HIV-1 particles need to attach to receptors expressed on the cellular surface. HIV-1 particles interact with a cell membrane receptor known as CD4 and subsequently with another cell membrane molecule known as a co-receptor. Two major different co-receptors have been identified: C-C chemokine Receptor type 5 (CCR5) and C-X-C chemokine Receptor type 4 (CXCR4) Previous reports have demonstrated cellular modifications upon HIV-1 binding to its co-receptors including gene expression modulations. Here we investigated the effect of viral binding to either CCR5 or CXCR4 co-receptors on viral diversity after a single round of reverse transcription. CCR5 and CXCR4 pseudotyped viruses were used to infect non-stimulated and stimulated PBMCs and purified CD4 positive cells. We adopted the SOLiD methodology to sequence virtually the entire proviral DNA from all experimental infections. Infections with CCR5 and CXCR4 pseudotyped virus resulted in different patterns of genetic diversification. CCR5 virus infections produced extensive proviral diversity while in CXCR4 infections a more localized substitution process was observed. In addition, we present pioneering results of a recently developed method for the analysis of SOLiD generated sequencing data applicable to the study of viral quasi-species. Our findings demonstrate the feasibility of viral quasi-species evaluation by NGS methodologies. We presented for the first time strong evidence for a host cell driving mechanism acting on the HIV-1 genetic variability under the control of co-receptor stimulation. Additional investigations are needed to further clarify this question, which is relevant to viral diversification process and consequent disease progression.


Subject(s)
DNA, Viral/genetics , HIV-1/genetics , Mutation/genetics , Proviruses/genetics , Tropism/genetics , Amino Acid Substitution , CD4-Positive T-Lymphocytes/immunology , Codon/genetics , Electrophoresis, Agar Gel , Flow Cytometry , HIV Infections/immunology , HIV Infections/virology , HeLa Cells , Humans , Nucleotides/genetics , Open Reading Frames/genetics , Receptors, CCR5/metabolism , Sequence Analysis, DNA , Statistics as Topic
13.
BMC Genomics ; 16 Suppl 5: S1, 2015.
Article in English | MEDLINE | ID: mdl-26041622

ABSTRACT

BACKGROUND: Ninety-two Streptococcus pneumoniae serotypes have been described so far, but the pneumococcal conjugate vaccine introduced in the Brazilian basic vaccination schedule in 2010 covers only the ten most prevalent in the country. Pneumococcal serotype-shifting after massive immunization is a major concern and monitoring this phenomenon requires efficient and accessible serotyping methods. Pneumococcal serotyping based on antisera produced in animals is laborious and restricted to a few reference laboratories. Alternatively, molecular serotyping methods assess polymorphisms in the cps gene cluster, which encodes key enzymes for capsular polysaccharides synthesis in pneumococci. In one such approach, cps-RFLP, the PCR amplified cps loci are digested with an endonuclease, generating serotype-specific fingerprints on agarose gel electrophoresis. METHODS: In this work, in silico and in vitro approaches were combined to demonstrate that XhoII is the most discriminating endonuclease for cps-RFLP, and to build a database of serotype-specific fingerprints that accommodates the genetic diversity within the cps locus of 92 known pneumococci serotypes. RESULTS: The expected specificity of cps-RFLP using XhoII was 76% for serotyping and 100% for serogrouping. The database of cps-RFLP fingerprints was integrated to Molecular Serotyping Tool (MST), a previously published web-based software for molecular serotyping. In addition, 43 isolates representing 29 serotypes prevalent in the state of Minas Gerais, Brazil, from 2007 to 2013, were examined in vitro; 11 serotypes (nine serogroups) matched the respective in silico patterns calculated for reference strains. The remaining experimental patterns, despite their resemblance to their expected in silico patterns, did not reach the threshold of similarity score to be considered a match and were then added to the database. CONCLUSION: The cps-RFLP method with XhoII outperformed the antisera-based and other molecular serotyping methods in regard of the expected specificity. In order to accommodate the genetic variability of the pneumococci cps loci, the database of cps-RFLP patterns will be progressively expanded to include new variant in vitro patterns. The cps-RFLP method with endonuclease XhoII coupled with MST for computer-assisted interpretation of results may represent a relevant contribution to the real time detection of changes in regional pneumococci population diversity in response to mass immunization programs.


Subject(s)
DNA, Bacterial/genetics , Molecular Typing/methods , Serotyping/methods , Streptococcus pneumoniae/classification , Streptococcus pneumoniae/genetics , Brazil , Deoxyribonucleases, Type II Site-Specific , Genes, Bacterial , Genetic Variation , Pneumococcal Vaccines/immunology , Polymorphism, Restriction Fragment Length , Streptococcus pneumoniae/isolation & purification
14.
PLoS One ; 7(10): e47436, 2012.
Article in English | MEDLINE | ID: mdl-23077617

ABSTRACT

In the last years, there was an exponential increase in the number of publicly available genomes. Once finished, most genome projects lack financial support to review annotations. A few of these gene annotations are based on a combination of bioinformatics evidence, however, in most cases, annotations are based solely on sequence similarity to a previously known gene, which was most probably annotated in the same way. As a result, a large number of predicted genes remain unassigned to any functional category despite the fact that there is enough evidence in the literature to predict their function. We developed a classifier trained with term-frequency vectors automatically disclosed from text corpora of an ensemble of genes representative of each functional category of the J. Craig Venter Institute Comprehensive Microbial Resource (JCVI-CMR) ontology. The classifier achieved up to 84% precision with 68% recall (for confidence≥0.4), F-measure 0.76 (recall and precision equally weighted) in an independent set of 2,220 genes, from 13 bacterial species, previously classified by JCVI-CMR into unambiguous categories of its ontology. Finally, the classifier assigned (confidence≥0.7) to functional categories a total of 5,235 out of the ∼24 thousand genes previously in categories "Unknown function" or "Unclassified" for which there is literature in MEDLINE. Two biologists reviewed the literature of 100 of these genes, randomly picket, and assigned them to the same functional categories predicted by the automatic classifier. Our results confirmed the hypothesis that it is possible to confidently assign genes of a real world repository to functional categories, based exclusively on the automatic profiling of its associated literature. The LitProf--Gene Classifier web server is accessible at: www.cebio.org/litprofGC.


Subject(s)
Computational Biology , Databases, Genetic , MEDLINE , Molecular Sequence Annotation , Humans , Internet , Molecular Sequence Annotation/classification , Molecular Sequence Annotation/methods
15.
J Neuropathol Exp Neurol ; 69(11): 1096-104, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20940631

ABSTRACT

Pneumococcal meningitis causes neurological sequelae, including learning and memory deficits in up to half of the survivors. In both humans and in animal models of the disease, there is apoptotic cell death in the hippocampus, a brain region involved in learning and memory function. We previously demonstrated that in an infant rat model of pneumococcal meningitis, there is activation of the kynurenine (KYN) pathway in the hippocampus, and that there was a positive correlation between the concentration of 3-hydroxykynurenine and the extent of hippocampal apoptosis. To clarify the role of the KYN pathway in the pathogenesis of hippocampal apoptosis in pneumococcal meningitis, we specifically inhibited 2 key enzymes of the KYN pathway and assessed hippocampal apoptosis, KYN pathway metabolites, and nicotinamide adenine dinucleotide (NAD) concentrations by high-performance liquid chromatography. Pharmacological inhibition of kynurenine 3-hydroxylase and kynureninase led to decreased cellular NAD levels and increased apoptosis in the hippocampus. The cerebrospinal fluid levels of tumor necrosis factor and interleukin-1α and -ß were not affected. Our data suggest that activation of the KYN pathway in pneumococcal meningitis is neuroprotective by compensating for an increased NAD demand caused by infection and inflammation;this mechanism may prevent energy failure and apoptosis in the hippocampus.


Subject(s)
Apoptosis/physiology , Energy Metabolism/physiology , Kynurenine/metabolism , Meningitis, Pneumococcal/pathology , NAD/metabolism , Signal Transduction/physiology , Animals , Animals, Newborn , Apoptosis/drug effects , Chromatography, High Pressure Liquid/methods , Cytokines/cerebrospinal fluid , Cytokines/metabolism , Disease Models, Animal , Dose-Response Relationship, Drug , Drug Interactions , Energy Metabolism/drug effects , Hippocampus/metabolism , Meningitis, Pneumococcal/metabolism , Meningitis, Pneumococcal/physiopathology , Myelin Basic Protein/pharmacology , Rats , Rats, Wistar , Signal Transduction/drug effects , Sulfonamides/pharmacology , Thiazoles/pharmacology
16.
J Clin Microbiol ; 48(5): 1921-3, 2010 May.
Article in English | MEDLINE | ID: mdl-20200287

ABSTRACT

Escherichia coli and Shigella O antigens can be inferred using the rfb-restriction fragment length polymorphism (RFLP) molecular test. We present herein a dynamic programming algorithm-based software to compare the rfb-RFLP patterns of clinical isolates with those in a database containing the 171 previously published patterns corresponding to all known E. coli/Shigella O antigens.


Subject(s)
DNA Fingerprinting/methods , DNA, Bacterial/genetics , Escherichia coli/classification , O Antigens/analysis , Polymorphism, Restriction Fragment Length , Shigella/classification , Dysentery, Bacillary/microbiology , Escherichia coli/genetics , Escherichia coli Infections/microbiology , Humans , Serotyping/methods , Shigella/genetics , Software
17.
BMC Genomics ; 11 Suppl 5: S3, 2010 Dec 22.
Article in English | MEDLINE | ID: mdl-21210969

ABSTRACT

BACKGROUND: Retrieving pertinent information from biological scientific literature requires cutting-edge text mining methods which may be able to recognize the meaning of the very ambiguous names of biological entities. Aliases of a gene share a common vocabulary in their respective collections of PubMed abstracts. This may be true even when these aliases are not associated with the same subset of documents. This gene-specific vocabulary defines a unique fingerprint that can be used to disclose ambiguous aliases. The present work describes an original method for automatically assessing the ambiguity levels of gene aliases in large gene terminologies based exclusively in the content of their associated literature. The method can deal with the two major problems restricting the usage of current text mining tools: 1) different names associated with the same gene; and 2) one name associated with multiple genes, or even with non-gene entities. Important, this method does not require training examples. RESULTS: Aliases were considered "ambiguous" when their Jaccard distance to the respective official gene symbol was equal or greater than the smallest distance between the official gene symbol and one of the three internal controls (randomly picked unrelated official gene symbols). Otherwise, they were assigned the status of "synonyms". We evaluated the coherence of the results by comparing the frequencies of the official gene symbols in the text corpora retrieved with their respective "synonyms" or "ambiguous" aliases. Official gene symbols were mentioned in the abstract collections of 42 % (70/165) of their respective synonyms. No official gene symbol occurred in the abstract collections of any of their respective ambiguous aliases. In overall, querying PubMed with official gene symbols and "synonym" aliases allowed a 3.6-fold increase in the number of unique documents retrieved. CONCLUSIONS: These results confirm that this method is able to distinguish between synonyms and ambiguous gene aliases based exclusively on their vocabulary fingerprint. The approach we describe could be used to enhance the retrieval of relevant literature related to a gene.


Subject(s)
Algorithms , Data Mining/methods , Genes , Semantics , Terminology as Topic , PubMed , Vocabulary, Controlled
18.
Neurobiol Dis ; 28(2): 175-83, 2007 Nov.
Article in English | MEDLINE | ID: mdl-17706429

ABSTRACT

Inflammation of the subarachnoid and ventricular space contributes to the development of brain damage i.e. cortical necrosis and hippocampal apoptosis in pneumococcal meningitis (PM). Galectin-3 and -9 are known pro-inflammatory mediators and regulators of apoptosis. Here, the gene and protein expression profile for both galectins was assessed in the disease progression of PM. The mRNA of Lgals3 and Lgals9 increased continuously in the cortex and in the hippocampus from 22 h to 44 h after infection. At 44 h after infection, mRNA levels of Lgals9 in the hippocampus were 7-fold and those of Lgals3 were 30-fold higher than in uninfected controls (P<0.01). Galectin-9 protein did not change, but galectin-3 significantly increased in cortex and hippocampus with the duration of PM. Galectin-3 was localized to polymorphonuclear neutrophils, microglia, monocytes and macrophages, suggesting an involvement of galectin-3 in the neuroinflammatory processes leading to brain damage in PM.


Subject(s)
Brain/metabolism , Chemotaxis, Leukocyte/immunology , Encephalitis/metabolism , Galectin 3/metabolism , Galectins/metabolism , Meningitis, Pneumococcal/metabolism , Animals , Antigens, CD/immunology , Antigens, CD/metabolism , Antigens, Differentiation, Myelomonocytic/immunology , Antigens, Differentiation, Myelomonocytic/metabolism , Biomarkers/analysis , Biomarkers/metabolism , Brain/immunology , Brain/microbiology , Cerebral Cortex/immunology , Cerebral Cortex/metabolism , Cerebral Cortex/microbiology , Chemotaxis, Leukocyte/genetics , Disease Models, Animal , Encephalitis/genetics , Encephalitis/microbiology , Galectin 3/genetics , Galectin 3/immunology , Galectins/genetics , Galectins/immunology , Hippocampus/immunology , Hippocampus/metabolism , Hippocampus/microbiology , Macrophages/immunology , Macrophages/metabolism , Meningitis, Pneumococcal/genetics , Meningitis, Pneumococcal/physiopathology , Microglia/immunology , Microglia/metabolism , Monocytes/immunology , Monocytes/metabolism , Nerve Degeneration/genetics , Nerve Degeneration/immunology , Nerve Degeneration/metabolism , Neutrophils/immunology , Neutrophils/metabolism , RNA, Messenger/metabolism , Rats , Up-Regulation/genetics , Up-Regulation/immunology
19.
Pediatr Res ; 62(3): 291-4, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17622952

ABSTRACT

Sensorineural hearing loss (SNHL) is the most common sequel of bacterial meningitis (BM) and is observed in up to 30% of survivors when the disease is caused by Streptococcus pneumoniae. BM is the single most important origin of acquired SNHL in childhood. Anti-inflammatory dexamethasone holds promises as potential adjuvant therapy to prevent SNHL associated with BM. However, in infant rats, pneumococcal meningitis (PM) increased auditory brainstem response (ABR) thresholds [mean difference = 54 decibels sound pressure level (dB SPL)], measured 3 wk after infection, irrespective to treatment with ceftriaxone plus dexamethasone or ceftriaxone plus saline (p < 0.005 compared with mock-infected controls). Moreover, dexamethasone did not attenuate short- and long-term histomorphologic correlates of SNHL. At 24 h after infection, blood-labyrinth barrier (BLB) permeability was significantly increased in infected animals of both treatment groups compared with controls. Three weeks after the infection, the averaged number of type I neurons per square millimeter of the Rosenthal's canal dropped from 0.3019 +/- 0.0252 in controls to 0.2227 +/- 0.0635 in infected animals receiving saline (p < 0.0005). Dexamethasone was not more effective than saline in preventing neuron loss (0.2462 +/- 0.0399; p > 0.05). These results suggest that more efficient adjuvant therapies are needed to prevent SNHL associated with pediatric PM.


Subject(s)
Anti-Inflammatory Agents/therapeutic use , Dexamethasone/therapeutic use , Hearing Loss, Sensorineural , Meningitis, Pneumococcal , Animals , Animals, Newborn , Child , Cochlea/anatomy & histology , Cochlea/pathology , Evoked Potentials, Auditory, Brain Stem , Hearing Loss, Sensorineural/etiology , Hearing Loss, Sensorineural/prevention & control , Humans , Meningitis, Pneumococcal/complications , Meningitis, Pneumococcal/drug therapy , Neurons/metabolism , Neuroprotective Agents/therapeutic use , Rats , Rats, Wistar
20.
Neurobiol Dis ; 24(2): 395-402, 2006 Nov.
Article in English | MEDLINE | ID: mdl-16956766

ABSTRACT

Pneumococcal meningitis (PM) is characterized by an intense inflammatory host reaction that contributes to the development of cortical necrosis and hippocampal apoptosis. Inflammatory conditions in the brain are known to induce tryptophan degradation along the kynurenine pathway, resulting in accumulation of neurotoxic metabolites. In the present study, we investigated the contribution of the kynurenine pathway to brain injury in experimental PM by measuring the concentration of its metabolites and the enzymatic activities and mRNA levels of its major enzymes in the vulnerable brain regions. In the late phase of acute PM, we found a significant transcriptional upregulation of kynurenine-3-hydroxylase and an accumulation of the neurotoxic metabolites 3-hydroxykynurenine (3-HKYN) and 3-hydroxyanthranilic acid in cortex and hippocampus. The positive correlation between the concentration of 3-HKYN and the extent of hippocampal apoptosis adds support to the concept that 3-HKYN contributes to brain injury in PM.


Subject(s)
Brain/metabolism , Encephalitis/metabolism , Kynurenine/metabolism , Meningitis, Pneumococcal/metabolism , Nerve Degeneration/metabolism , Neurotoxins/biosynthesis , 3-Hydroxyanthranilic Acid/metabolism , Animals , Apoptosis/physiology , Brain/microbiology , Brain/physiopathology , Disease Models, Animal , Encephalitis/microbiology , Encephalitis/physiopathology , Enzyme Activation/physiology , Hippocampus/metabolism , Hippocampus/microbiology , Hippocampus/physiopathology , Kynurenine/analogs & derivatives , Kynurenine 3-Monooxygenase/metabolism , Meningitis, Pneumococcal/physiopathology , Nerve Degeneration/microbiology , Nerve Degeneration/physiopathology , Rats , Rats, Wistar , Up-Regulation/physiology
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