ABSTRACT
The Eukaryotic Pathogen, Vector and Host Informatics Resource (VEuPathDB, https://veupathdb.org) is a Bioinformatics Resource Center funded by the National Institutes of Health with additional funding from the Wellcome Trust. VEuPathDB supports >600 organisms that comprise invertebrate vectors, eukaryotic pathogens (protists and fungi) and relevant free-living or non-pathogenic species or hosts. Since 2004, VEuPathDB has analyzed omics data from the public domain using contemporary bioinformatic workflows, including orthology predictions via OrthoMCL, and integrated the analysis results with analysis tools, visualizations, and advanced search capabilities. The unique data mining platform coupled with >3000 pre-analyzed data sets facilitates the exploration of pertinent omics data in support of hypothesis driven research. Comparisons are easily made across data sets, data types and organisms. A Galaxy workspace offers the opportunity for the analysis of private large-scale datasets and for porting to VEuPathDB for comparisons with integrated data. The MapVEu tool provides a platform for exploration of spatially resolved data such as vector surveillance and insecticide resistance monitoring. To address the growing body of omics data and advances in laboratory techniques, VEuPathDB has added several new data types, searches and features, improved the Galaxy workspace environment, redesigned the MapVEu interface and updated the infrastructure to accommodate these changes.
Subject(s)
Computational Biology , Eukaryota , Animals , Computational Biology/methods , Invertebrates , Databases, FactualABSTRACT
INTRODUCTION: To reduce malaria transmission in very low-endemic settings, screening and treatment near index cases (reactive case detection (RACD)), is widely practised, but the rapid diagnostic tests (RDTs) used miss low-density infections. Reactive focal mass drug administration (rfMDA) may be safe and more effective. METHODS: We conducted a pragmatic cluster randomised controlled trial in Eswatini, a very low-endemic setting. 77 clusters were randomised to rfMDA using dihydroartemisin-piperaquine (DP) or RACD involving RDTs and artemether-lumefantrine. Interventions were delivered by the local programme. An intention-to-treat analysis was used to compare cluster-level cumulative confirmed malaria incidence among clusters with cases. Secondary outcomes included safety and adherence. RESULTS: From September 2015 to August 2017, 222 index cases from 47 clusters triggered 46 RACD events and 64 rfMDA events. RACD and rfMDA were delivered to 1455 and 1776 individuals, respectively. Index case coverage was 69.5% and 62.4% for RACD and rfMDA, respectively. Adherence to DP was 98.7%. No serious adverse events occurred. For rfMDA versus RACD, cumulative incidences (per 1000 person-years) of all malaria were 2.11 (95% CI 1.73 to 2.59) and 1.97 (95% CI 1.57 to 2.47), respectively; and of locally acquired malaria, they were 1.29 (95% CI 1.00 to 1.67) and 0.97 (95% CI 0.71 to 1.34), respectively. Adjusting for imbalance in baseline incidence, incidence rate ratio for rfMDA versus RACD was 0.95 (95% CI 0.55 to 1.65) for all malaria and 0.82 (95% CI 0.40 to 1.71) for locally acquired malaria. Similar results were obtained in a per-protocol analysis that excluded clusters with <80% index case coverage. CONCLUSION: In a very low-endemic, real-world setting, rfMDA using DP was safe, but did not lower incidence compared with RACD, potentially due to insufficient coverage and/or power. To assess impact of interventions in very low-endemic settings, improved coverage, complementary interventions and adaptive ring trial designs may be needed. TRIAL REGISTRATION NUMBER: NCT02315690.
Subject(s)
Antimalarials , Malaria , Antimalarials/adverse effects , Artemether/therapeutic use , Artemether, Lumefantrine Drug Combination/therapeutic use , Artemisinins , Eswatini , Humans , Malaria/drug therapy , Malaria/epidemiology , Malaria/prevention & control , Mass Drug Administration , QuinolinesABSTRACT
The concept of open data has been gaining traction as a mechanism to increase data use, ensure that data are preserved over time, and accelerate discovery. While epidemiology data sets are increasingly deposited in databases and repositories, barriers to access still remain. ClinEpiDB was constructed as an open-access online resource for clinical and epidemiologic studies by leveraging the extensive web toolkit and infrastructure of the Eukaryotic Pathogen Database Resources (EuPathDB; a collection of databases covering 170+ eukaryotic pathogens, relevant related species, and select hosts) combined with a unified semantic web framework. Here we present an intuitive point-and-click website that allows users to visualize and subset data directly in the ClinEpiDB browser and immediately explore potential associations. Supporting study documentation aids contextualization, and data can be downloaded for advanced analyses. By facilitating access and interrogation of high-quality, large-scale data sets, ClinEpiDB aims to spur collaboration and discovery that improves global health.
ABSTRACT
Tools to reliably measure Plasmodium falciparum (Pf) exposure in individuals and communities are needed to guide and evaluate malaria control interventions. Serologic assays can potentially produce precise exposure estimates at low cost; however, current approaches based on responses to a few characterized antigens are not designed to estimate exposure in individuals. Pf-specific antibody responses differ by antigen, suggesting that selection of antigens with defined kinetic profiles will improve estimates of Pf exposure. To identify novel serologic biomarkers of malaria exposure, we evaluated responses to 856 Pf antigens by protein microarray in 186 Ugandan children, for whom detailed Pf exposure data were available. Using data-adaptive statistical methods, we identified combinations of antibody responses that maximized information on an individual's recent exposure. Responses to three novel Pf antigens accurately classified whether an individual had been infected within the last 30, 90, or 365 d (cross-validated area under the curve = 0.86-0.93), whereas responses to six antigens accurately estimated an individual's malaria incidence in the prior year. Cross-validated incidence predictions for individuals in different communities provided accurate stratification of exposure between populations and suggest that precise estimates of community exposure can be obtained from sampling a small subset of that community. In addition, serologic incidence predictions from cross-sectional samples characterized heterogeneity within a community similarly to 1 y of continuous passive surveillance. Development of simple ELISA-based assays derived from the successful selection strategy outlined here offers the potential to generate rich epidemiologic surveillance data that will be widely accessible to malaria control programs.
Subject(s)
Biomarkers/blood , Malaria, Falciparum/blood , Malaria, Falciparum/parasitology , Plasmodium falciparum/physiology , Residence Characteristics , Antibodies, Protozoan/immunology , Antibody Formation/immunology , Antibody Specificity/immunology , Antigens, Protozoan/immunology , Child , Child, Preschool , Female , Gene Ontology , Geography , Humans , Incidence , Malaria, Falciparum/epidemiology , Malaria, Falciparum/immunology , Male , Mali/epidemiology , Plasmodium falciparum/genetics , Plasmodium falciparum/immunology , ROC Curve , Treatment Outcome , Uganda/epidemiologyABSTRACT
We performed the first studies of analytic sensitivity, analytic specificity, and dynamic range for the new Xpert MTB/RIF assay, a nucleic acid amplification-based diagnostic system that detects Mycobacterium tuberculosis and rifampin (RIF) resistance in under 2 h. The sensitivity of the assay was tested with 79 phylogenetically and geographically diverse M. tuberculosis isolates, including 42 drug-susceptible isolates and 37 RIF-resistant isolates containing 13 different rpoB mutations or mutation combinations. The specificity of the assay was tested with 89 nontuberculosis bacteria, fungi, and viruses. The Xpert MTB/RIF assay correctly identified all 79 M. tuberculosis isolates and correctly excluded all 89 nontuberculosis isolates. RIF resistance was correctly identified in all 37 resistant isolates and in none of the 42 susceptible isolates. Dynamic range was assessed by adding 10(2) to 10(7) CFU of M. tuberculosis into M. tuberculosis-negative sputum samples. The assay showed a log-linear relationship between cycle threshold and input CFU over the entire concentration range. Resistance detection in the presence of different mixtures of RIF-resistant and RIF-susceptible DNA was assessed. Resistance detection was dependent on the particular mutation and required between 65% and 100% mutant DNA to be present in the sample for 95% certainty of resistance detection. Finally, we studied whether assay specificity could be affected by cross-contaminating amplicons generated by the GenoType MTBDRplus assay. M. tuberculosis was not detected until at least 10(8) copies of an MTBDRplus amplicon were spiked into 1 ml of sputum, suggesting that false-positive results would be unlikely to occur.
Subject(s)
Antibiotics, Antitubercular/pharmacology , Microbial Sensitivity Tests/methods , Molecular Diagnostic Techniques/methods , Mycobacterium tuberculosis , Nucleic Acid Amplification Techniques/methods , Rifampin/pharmacology , Bacterial Proteins/genetics , DNA, Bacterial/analysis , DNA-Directed RNA Polymerases , Linear Models , Mycobacterium tuberculosis/drug effects , Mycobacterium tuberculosis/genetics , Mycobacterium tuberculosis/isolation & purification , Reproducibility of Results , Sensitivity and Specificity , Sputum/microbiologyABSTRACT
Current nucleic acid amplification methods to detect Mycobacterium tuberculosis are complex, labor-intensive, and technically challenging. We developed and performed the first analysis of the Cepheid Gene Xpert System's MTB/RIF assay, an integrated hands-free sputum-processing and real-time PCR system with rapid on-demand, near-patient technology, to simultaneously detect M. tuberculosis and rifampin resistance. Analytic tests of M. tuberculosis DNA demonstrated a limit of detection (LOD) of 4.5 genomes per reaction. Studies using sputum spiked with known numbers of M. tuberculosis CFU predicted a clinical LOD of 131 CFU/ml. Killing studies showed that the assay's buffer decreased M. tuberculosis viability by at least 8 logs, substantially reducing biohazards. Tests of 23 different commonly occurring rifampin resistance mutations demonstrated that all 23 (100%) would be identified as rifampin resistant. An analysis of 20 nontuberculosis mycobacteria species confirmed high assay specificity. A small clinical validation study of 107 clinical sputum samples from suspected tuberculosis cases in Vietnam detected 29/29 (100%) smear-positive culture-positive cases and 33/39 (84.6%) or 38/53 (71.7%) smear-negative culture-positive cases, as determined by growth on solid medium or on both solid and liquid media, respectively. M. tuberculosis was not detected in 25/25 (100%) of the culture-negative samples. A study of 64 smear-positive culture-positive sputa from retreatment tuberculosis cases in Uganda detected 63/64 (98.4%) culture-positive cases and 9/9 (100%) cases of rifampin resistance. Rifampin resistance was excluded in 54/55 (98.2%) susceptible cases. Specificity rose to 100% after correcting for a conventional susceptibility test error. In conclusion, this highly sensitive and simple-to-use system can detect M. tuberculosis directly from sputum in less than 2 h.
Subject(s)
Antitubercular Agents/pharmacology , Bacteriological Techniques/methods , Drug Resistance, Bacterial , Mycobacterium tuberculosis/drug effects , Point-of-Care Systems , Rifampin/pharmacology , Tuberculosis/diagnosis , Adolescent , Adult , Aged , Female , Humans , Male , Middle Aged , Mycobacterium tuberculosis/isolation & purification , Polymerase Chain Reaction/methods , Sensitivity and Specificity , Sputum/microbiology , Tuberculosis/microbiology , Uganda , Vietnam , Young AdultABSTRACT
Rifampin resistance is a key prognostic marker for treatment success in tuberculosis patients. Recently, Wang et al. demonstrated that Rv2629 A191C mutations were present in 99.1% of rifampin-resistant and 0% of rifampin-susceptible clinical Mycobacterium tuberculosis isolates and that overexpression of the Rv2629 191C allele in Mycobacterium smegmatis produced an eightfold increase in rifampin resistance. These results suggested that Rv2629 could be a cause of rifampin resistance and a valuable target for rifampin resistance detection assays. We developed a molecular-beacon assay to study the association between Rv2629 191 alleles and rifampin resistance in 246 geographically and phylogenetically diverse clinical M. tuberculosis isolates. The 191C allele was present in 30/98 (30.6%) rifampin-resistant isolates and 25/148 (16.9%) rifampin-susceptible isolates and was more common in isolates from Asia. Phylogenetic analysis demonstrated complete overlap between the 191C allele and single nucleotide polymorphism cluster group 2 (SCG-2), a phylogenetic lineage that corresponds to the Beijing-W clade of M. tuberculosis. All 55 (100%) 191C isolates were SCG-2, while none of the 191 191A isolates were SCG-2 (P < 0.001). No association was found between the 191C allele and rifampin resistance in an analysis that included the SCG type (P = 1.0). Also, in contrast to the findings of Wang et al., we found that overexpression of either Rv2629 191 allele in M. smegmatis did not produce an increase in rifampin resistance. We conclude that the Rv2629 191C allele is not associated with rifampin resistance and that the allele cannot be used as a molecular target to detect rifampin resistance. The allele appears to be an excellent marker for the Beijing-W clade/SCG-2 phylogenetic group.
Subject(s)
Amino Acid Substitution/genetics , Antitubercular Agents/pharmacology , Bacterial Proteins/genetics , Drug Resistance, Bacterial , Mycobacterium tuberculosis/classification , Mycobacterium tuberculosis/drug effects , Rifampin/pharmacology , Tuberculosis/microbiology , Alleles , DNA, Bacterial/genetics , Gene Dosage , Humans , Mycobacterium smegmatis/drug effects , Mycobacterium smegmatis/genetics , Mycobacterium tuberculosis/isolation & purification , Phylogeny , Polymerase Chain Reaction/methods , Polymorphism, Single NucleotideABSTRACT
Multi-drug tolerance is a key phenotypic property that complicates the sterilization of mammals infected with Mycobacterium tuberculosis. Previous studies have established that iniBAC, an operon that confers multi-drug tolerance to M. bovis BCG through an associated pump-like activity, is induced by the antibiotics isoniazid (INH) and ethambutol (EMB). An improved understanding of the functional role of antibiotic-induced genes and the regulation of drug tolerance may be gained by studying the factors that regulate antibiotic-mediated gene expression. An M. smegmatis strain containing a lacZ gene fused to the promoter of M. tuberculosis iniBAC (PiniBAC) was subjected to transposon mutagenesis. Mutants with constitutive expression and increased EMB-mediated induction of PiniBAC::lacZ mapped to the lsr2 gene (MSMEG6065), a small basic protein of unknown function that is highly conserved among mycobacteria. These mutants had a marked change in colony morphology and generated a new polar lipid. Complementation with multi-copy M. tuberculosis lsr2 (Rv3597c) returned PiniBAC expression to baseline, reversed the observed morphological and lipid changes, and repressed PiniBAC induction by EMB to below that of the control M. smegmatis strain. Microarray analysis of an lsr2 knockout confirmed upregulation of M. smegmatis iniA and demonstrated upregulation of genes involved in cell wall and metabolic functions. Fully 121 of 584 genes induced by EMB treatment in wild-type M. smegmatis were upregulated ("hyperinduced") to even higher levels by EMB in the M. smegmatis lsr2 knockout. The most highly upregulated genes and gene clusters had adenine-thymine (AT)-rich 5-prime untranslated regions. In M. tuberculosis, overexpression of lsr2 repressed INH-mediated induction of all three iniBAC genes, as well as another annotated pump, efpA. The low molecular weight and basic properties of Lsr2 (pI 10.69) suggested that it was a histone-like protein, although it did not exhibit sequence homology with other proteins in this class. Consistent with other histone-like proteins, Lsr2 bound DNA with a preference for circular DNA, forming large oligomers, inhibited DNase I activity, and introduced a modest degree of supercoiling into relaxed plasmids. Lsr2 also inhibited in vitro transcription and topoisomerase I activity. Lsr2 represents a novel class of histone-like proteins that inhibit a wide variety of DNA-interacting enzymes. Lsr2 appears to regulate several important pathways in mycobacteria by preferentially binding to AT-rich sequences, including genes induced by antibiotics and those associated with inducible multi-drug tolerance. An improved understanding of the role of lsr2 may provide important insights into the mechanisms of action of antibiotics and the way that mycobacteria adapt to stresses such as antibiotic treatment.
Subject(s)
Anti-Bacterial Agents/pharmacology , Antigens, Bacterial/physiology , Bacterial Proteins/physiology , Drug Resistance, Multiple, Bacterial , Gene Expression Regulation, Bacterial/drug effects , Mycobacterium tuberculosis/drug effects , Transcription, Genetic , Bacterial Proteins/genetics , DNA/metabolism , DNA Topoisomerases, Type I/physiology , DNA, Superhelical/chemistry , Genes, Bacterial/physiology , Lipids/analysis , Membrane Transport Proteins/genetics , Mycobacterium tuberculosis/genetics , Oligonucleotide Array Sequence Analysis , Operon , Permeability , Promoter Regions, GeneticABSTRACT
Bacterial 16S ribosomal RNA (rRNA) genes contain nine "hypervariable regions" (V1-V9) that demonstrate considerable sequence diversity among different bacteria. Species-specific sequences within a given hypervariable region constitute useful targets for diagnostic assays and other scientific investigations. No single region can differentiate among all bacteria; therefore, systematic studies that compare the relative advantage of each region for specific diagnostic goals are needed. We characterized V1-V8 in 110 different bacterial species including common blood borne pathogens, CDC-defined select agents and environmental microflora. Sequence similarity dendrograms were created for hypervariable regions V1-V8, and for selected combinations of regions or short segments within individual hypervariable regions that might be appropriate for DNA probing and real-time PCR. We determined that V1 best differentiated among Staphylococcus aureus and coagulase negative Staphylococcus sp. V2 and V3 were most suitable for distinguishing all bacterial species to the genus level except for closely related enterobacteriaceae. V2 best distinguished among Mycobacterium species and V3 among Haemophilus species. The 58 nucleotides-long V6 could distinguish among most bacterial species except enterobacteriaceae. V6 was also noteworthy for being able to differentiate among all CDC-defined select agents including Bacillus anthracis, which differed from B. cereus by a single polymorphism. V4, V5, V7 and V8 were less useful targets for genus or species-specific probes. The hypervariable sequence-specific dendrograms and the "MEGALIGN" files provided online will be highly useful tools for designing specific probes and primers for molecular assays to detect pathogenic bacteria, including select agents.
Subject(s)
Bacteria/genetics , Gram-Positive Bacterial Infections/diagnosis , Gram-Positive Bacterial Infections/microbiology , RNA, Ribosomal, 16S/analysis , Bacteria/classification , Bacteria/isolation & purification , DNA, Bacterial/chemistry , DNA, Bacterial/genetics , Genetic Variation , Humans , Polymerase Chain Reaction/methods , RNA, Ribosomal, 16S/chemistry , RNA, Ribosomal, 16S/genetics , Sequence Alignment , Sequence Analysis, DNAABSTRACT
Little is known about the intracellular events that occur following the initial inhibition of Mycobacterium tuberculosis by the first-line antituberculosis drugs isoniazid (INH) and ethambutol (EMB). Understanding these pathways should provide significant insights into the adaptive strategies M. tuberculosis undertakes to survive antibiotics. We have discovered that the M. tuberculosis iniA gene (Rv 0342) participates in the development of tolerance to both INH and EMB. This gene is strongly induced along with iniB and iniC (Rv 0341 and Rv 0343) by treatment of Mycobacterium bovis BCG or M. tuberculosis with INH or EMB. BCG strains overexpressing M. tuberculosis iniA grew and survived longer than control strains upon exposure to inhibitory concentrations of either INH or EMB. An M. tuberculosis strain containing an iniA deletion showed increased susceptibility to INH. Additional studies showed that overexpression of M. tuberculosis iniA in BCG conferred resistance to ethidium bromide, and the deletion of iniA in M. tuberculosis resulted in increased accumulation of intracellular ethidium bromide. The pump inhibitor reserpine reversed both tolerance to INH and resistance to ethidium bromide in BCG. These results suggest that iniA functions through an MDR-pump like mechanism, although IniA does not appear to directly transport INH from the cell. Analysis of two-dimensional crystals of the IniA protein revealed that this predicted transmembrane protein forms multimeric structures containing a central pore, providing further evidence that iniA is a pump component. Our studies elucidate a potentially unique adaptive pathway in mycobacteria. Drugs designed to inhibit the iniA gene product may shorten the time required to treat tuberculosis and may help prevent the clinical emergence of drug resistance.