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1.
Spectrochim Acta A Mol Biomol Spectrosc ; 324: 124942, 2025 Jan 05.
Article in English | MEDLINE | ID: mdl-39128386

ABSTRACT

Long-term and excessive use of tetracycline hydrochloride (TC) can lead to its accumulation in the environment, which can cause water contamination, bacterial resistance, and food safety problems. 2,6-Pyridine dicarboxylic acid (DPA) is a major biomarker of Bacillus anthracis spores, and its rapid and sensitive detection is of great significance for disease prevention and counter-terrorism. A bifunctional ratiometric fluorescent nanoprobe has been fabricated to detect DPA and TC. 3,5-dicarboxyphenylboronic acid (BOP) was intercalated into layered europium hydroxide (LEuH) by the ion-exchange method and exfoliated into nanosheets as a fluorescent nanoprobe (PNP). DPA and TC could significantly enhance the red fluorescence of Eu3+ through the antenna effect under different excitation wavelengths, while the fluorescence of BOP can be used as a reference based on the constant emission intensity, realizing ratiometric detection. A low limit of detection (LOD) for the target (DPA: 9.7 nM, TC: 21.9 nM) can be achieved. In addition, visual detection of DPA and TC was realized using color recognition software based on the obvious color changes. This is the first ratiometric fluorescent nanoprobe based on layered rare-earth hydroxide (LRH) for the detection of DPA and TC simultaneously, which opens new ideas in the design of multifunctional probes.


Subject(s)
Bacillus anthracis , Biomarkers , Fluorescent Dyes , Spectrometry, Fluorescence , Spores, Bacterial , Tetracycline , Fluorescent Dyes/chemistry , Spectrometry, Fluorescence/methods , Bacillus anthracis/isolation & purification , Biomarkers/analysis , Tetracycline/analysis , Limit of Detection , Picolinic Acids/analysis , Anthrax/diagnosis
2.
BMC Infect Dis ; 24(1): 942, 2024 Sep 09.
Article in English | MEDLINE | ID: mdl-39251928

ABSTRACT

BACKGROUND: Bacillus anthracis is a highly pathogenic bacterium that can cause lethal infection in animals and humans, making it a significant concern as a pathogen and biological agent. Consequently, accurate diagnosis of B. anthracis is critically important for public health. However, the identification of specific marker genes encoded in the B. anthracis chromosome is challenging due to the genetic similarity it shares with B. cereus and B. thuringiensis. METHODS: The complete genomes of B. anthracis, B. cereus, B. thuringiensis, and B. weihenstephanensis were de novo annotated with Prokka, and these annotations were used by Roary to produce the pan-genome. B. anthracis exclusive genes were identified by Perl script, and their specificity was examined by nucleotide BLAST search. A local BLAST alignment was performed to confirm the presence of the identified genes across various B. anthracis strains. Multiplex polymerase chain reactions (PCR) were established based on the identified genes. RESULT: The distribution of genes among 151 whole-genome sequences exhibited three distinct major patterns, depending on the bacterial species and strains. Further comparative analysis between the three groups uncovered thirty chromosome-encoded genes exclusively present in B. anthracis strains. Of these, twenty were found in known lambda prophage regions, and ten were in previously undefined region of the chromosome. We established three distinct multiplex PCRs for the specific detection of B. anthracis by utilizing three of the identified genes, BA1698, BA5354, and BA5361. CONCLUSION: The study identified thirty chromosome-encoded genes specific to B. anthracis, encompassing previously described genes in known lambda prophage regions and nine newly discovered genes from an undefined gene region to the best of our knowledge. Three multiplex PCR assays offer an accurate and reliable alternative method for detecting B. anthracis. Furthermore, these genetic markers have value in anthrax vaccine development, and understanding the pathogenicity of B. anthracis.


Subject(s)
Bacillus anthracis , Chromosomes, Bacterial , Genome, Bacterial , Multiplex Polymerase Chain Reaction , Bacillus anthracis/genetics , Bacillus anthracis/isolation & purification , Multiplex Polymerase Chain Reaction/methods , Chromosomes, Bacterial/genetics , Genetic Markers , Anthrax/microbiology , Anthrax/diagnosis , Humans , Whole Genome Sequencing/methods
4.
Molecules ; 29(17)2024 Sep 08.
Article in English | MEDLINE | ID: mdl-39275107

ABSTRACT

Bacillus anthracis is a Gram-positive bacterium that can cause acute infection and anthracnose, which is a serious concern for human health. Determining Bacillus anthracis through its spore biomarker dipicolinic acid (DPA) is crucial, and there is a strong need for a method that is rapid, sensitive, and selective. Here, we created Eu(III)-coordination polymers (Eu-CPs) with surfaces that have abundant carboxyl and hydroxyl groups. This was achieved by using citric acid and europium nitrate hexahydrate as precursors in a straightforward one-pot hydrothermal process. These Eu-CPs were then successfully utilized for highly sensitive DPA determination. The fluorescence (FL) emission of Eu-CPs, which is typically weak due to the coordination of Eu(III) with water molecules, was significantly enhanced in the presence of DPA. This enhancement is attributed to the competitive binding between DPA's carboxyl or hydroxyl groups and water molecules. As a result, the absorbed energy of DPA, when excited by 280 nm ultraviolet light, is transferred to Eu-CPs through an antenna effect. This leads to the emission of the characteristic red fluorescence of Eu3+ at 618 nm. A strong linear relationship was observed between the enhanced FL intensity and DPA concentration in the range of 0.5-80 µM. This relationship allowed for a limit of detection (LOD) of 15.23 nM. Furthermore, the Eu-CPs we constructed can effectively monitor the release of DPA from Bacillus subtilis spores, thereby further demonstrating the potential significance of this strategy in the monitoring and management of anthrax risk. This highlights the novelty of this approach in practical applications, provides a valuable determination technique for Bacillus anthracis, and offers insights into the development cycle of microorganisms.


Subject(s)
Bacillus anthracis , Europium , Picolinic Acids , Polymers , Picolinic Acids/chemistry , Europium/chemistry , Polymers/chemistry , Spectrometry, Fluorescence/methods , Coordination Complexes/chemistry
5.
Epigenomics ; 16(14): 1013-1029, 2024.
Article in English | MEDLINE | ID: mdl-39225561

ABSTRACT

Aim: The epigenome influences gene regulation and phenotypes in response to exposures. Epigenome assessment can determine exposure history aiding in diagnosis.Materials & methods: Here we developed and implemented a machine learning algorithm, the exposure signature discovery algorithm (ESDA), to identify the most important features present in multiple epigenomic and transcriptomic datasets to produce an integrated exposure signature (ES).Results: Signatures were developed for seven exposures including Staphylococcus aureus, human immunodeficiency virus, SARS-CoV-2, influenza A (H3N2) virus and Bacillus anthracis vaccinations. ESs differed in the assays and features selected and predictive value.Conclusion: Integrated ESs can potentially be utilized for diagnosis or forensic attribution. The ESDA identifies the most distinguishing features enabling diagnostic panel development for future precision health deployment.


This article introduces ESDA, a new analytic tool for integrating multiple data types to identify the most distinguishing features following an exposure. Using the ESDA, we were able to identify signatures of infectious diseases. The results of the study indicate that integration of multiple types of large datasets can be used to identify distinguishing features for infectious diseases. Understanding the changes from different exposures will enable development of diagnostic tests for infectious diseases that target responses from the patient. Using the ESDA, we will be able to build a database of human response signatures to different infections and simplify diagnostic testing in the future.


Subject(s)
COVID-19 , Epigenomics , Machine Learning , Staphylococcus aureus , Humans , Epigenomics/methods , Staphylococcus aureus/genetics , COVID-19/virology , COVID-19/genetics , SARS-CoV-2/genetics , Epigenome , Influenza A Virus, H3N2 Subtype/genetics , Bacillus anthracis/genetics , Algorithms , Epigenesis, Genetic , Transcriptome , HIV Infections/genetics , Influenza, Human/genetics
6.
Sci Rep ; 14(1): 21257, 2024 09 11.
Article in English | MEDLINE | ID: mdl-39261531

ABSTRACT

The bacterium Clostridium botulinum, well-known for producing botulinum neurotoxins, which cause the severe paralytic illness known as botulism, produces C2 toxin, a binary AB-toxin with ADP-ribosyltranferase activity. C2 toxin possesses two separate protein components, an enzymatically active A-component C2I and the binding and translocation B-component C2II. After proteolytic activation of C2II to C2IIa, the heptameric structure binds C2I and is taken up via receptor-mediated endocytosis into the target cells. Due to acidification of endosomes, the C2IIa/C2I complex undergoes conformational changes and consequently C2IIa forms a pore into the endosomal membrane and C2I can translocate into the cytoplasm, where it ADP-ribosylates G-actin, a key component of the cytoskeleton. This modification disrupts the actin cytoskeleton, resulting in the collapse of cytoskeleton and ultimately cell death. Here, we show that the serine-protease inhibitor α1-antitrypsin (α1AT) which we identified previously from a hemofiltrate library screen for PT from Bordetella pertussis is a multitoxin inhibitor. α1AT inhibits intoxication of cells with C2 toxin via inhibition of binding to cells and inhibition of enzyme activity of C2I. Moreover, diphtheria toxin and an anthrax fusion toxin are inhibited by α1AT. Since α1AT is commercially available as a drug for treatment of the α1AT deficiency, it could be repurposed for treatment of toxin-mediated diseases.


Subject(s)
Bacterial Toxins , Botulinum Toxins , alpha 1-Antitrypsin , Botulinum Toxins/metabolism , Botulinum Toxins/antagonists & inhibitors , Botulinum Toxins/chemistry , Humans , alpha 1-Antitrypsin/metabolism , alpha 1-Antitrypsin/chemistry , Bacterial Toxins/metabolism , Diphtheria Toxin/metabolism , Corynebacterium diphtheriae/metabolism , Corynebacterium diphtheriae/drug effects , Antigens, Bacterial/metabolism , Animals , Clostridium botulinum/metabolism , Bacillus anthracis/metabolism , Bacillus anthracis/drug effects
7.
PLoS Comput Biol ; 20(9): e1010817, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39241092

ABSTRACT

Reverse epidemiology is a mathematical modelling tool used to ascertain information about the source of a pathogen, given the spatial and temporal distribution of cases, hospitalisations and deaths. In the context of a deliberately released pathogen, such as Bacillus anthracis (the disease-causing organism of anthrax), this can allow responders to quickly identify the location and timing of the release, as well as other factors such as the strength of the release, and the realized wind speed and direction at release. These estimates can then be used to parameterise a predictive mechanistic model, allowing for estimation of the potential scale of the release, and to optimise the distribution of prophylaxis. In this paper we present two novel approaches to reverse epidemiology, and demonstrate their utility in responding to a simulated deliberate release of B. anthracis in ten locations in the UK and compare these to the standard grid-search approach. The two methods-a modified MCMC and a Recurrent Convolutional Neural Network-are able to identify the source location and timing of the release with significantly better accuracy compared to the grid-search approach. Further, the neural network method is able to do inference on new data significantly quicker than either the grid-search or novel MCMC methods, allowing for rapid deployment in time-sensitive outbreaks.


Subject(s)
Anthrax , Bacillus anthracis , Computational Biology , Bacillus anthracis/isolation & purification , Anthrax/epidemiology , Anthrax/microbiology , Humans , Computational Biology/methods , Neural Networks, Computer , Spatio-Temporal Analysis , United Kingdom/epidemiology , Markov Chains , Computer Simulation , Algorithms
8.
Brief Bioinform ; 25(5)2024 Jul 25.
Article in English | MEDLINE | ID: mdl-39101501

ABSTRACT

Engineering enzyme-substrate binding pockets is the most efficient approach for modifying catalytic activity, but is limited if the substrate binding sites are indistinct. Here, we developed a 3D convolutional neural network for predicting protein-ligand binding sites. The network was integrated by DenseNet, UNet, and self-attention for extracting features and recovering sample size. We attempted to enlarge the dataset by data augmentation, and the model achieved success rates of 48.4%, 35.5%, and 43.6% at a precision of ≥50% and 52%, 47.6%, and 58.1%. The distance of predicted and real center is ≤4 Å, which is based on SC6K, COACH420, and BU48 validation datasets. The substrate binding sites of Klebsiella variicola acid phosphatase (KvAP) and Bacillus anthracis proline 4-hydroxylase (BaP4H) were predicted using DUnet, showing high competitive performance of 53.8% and 56% of the predicted binding sites that critically affected the catalysis of KvAP and BaP4H. Virtual saturation mutagenesis was applied based on the predicted binding sites of KvAP, and the top-ranked 10 single mutations contributed to stronger enzyme-substrate binding varied while the predicted sites were different. The advantage of DUnet for predicting key residues responsible for enzyme activity further promoted the success rate of virtual mutagenesis. This study highlighted the significance of correctly predicting key binding sites for enzyme engineering.


Subject(s)
Machine Learning , Binding Sites , Protein Engineering/methods , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Acid Phosphatase/chemistry , Acid Phosphatase/genetics , Acid Phosphatase/metabolism , Substrate Specificity , Bacillus anthracis/genetics , Bacillus anthracis/enzymology , Klebsiella/genetics , Klebsiella/enzymology , Ligands , Protein Binding , Models, Molecular , Neural Networks, Computer
9.
Diagn Microbiol Infect Dis ; 110(3): 116473, 2024 Nov.
Article in English | MEDLINE | ID: mdl-39128207

ABSTRACT

INTRODUCTION: Due to most likely use of Bacillus anthracis in biological terrorism agents, the rapid and sensitive detection of its spores is crucial in both taking prophylactic measures and proper treatment. This study aimed to develop an amperometric electrochemical immunosensor for the detection of B. anthracis spores. METHODS: A new amperometric biosensor was designed using a combination of magnetic beads and multiplex screen-printed electrodes. This method measures changes in current intensity resulting from oxidation and reduction in the working electrode directly to spore concentrations. RESULTS: A standard curve was formed to test the number of live spores between 2 × 102-2 × 104 spores/ml concentrations. LOD and LOQ values were found to be 92 and 272 spores/ml, respectively. No cross-reactions were seen for Bacillus subtilis, Bacillus cereus and Bacillus thuringiencis spores. CONCLUSIONS: It is shown that the designed Anthrax immunosensor has high sensitivity and selectivity with rapid detection results.


Subject(s)
Bacillus anthracis , Biosensing Techniques , Electrochemical Techniques , Spores, Bacterial , Spores, Bacterial/isolation & purification , Bacillus anthracis/isolation & purification , Biosensing Techniques/methods , Biosensing Techniques/instrumentation , Electrochemical Techniques/methods , Electrochemical Techniques/instrumentation , Immunoassay/methods , Immunoassay/instrumentation , Limit of Detection , Sensitivity and Specificity , Electrodes , Anthrax/diagnosis , Anthrax/microbiology
10.
Sci Rep ; 14(1): 19928, 2024 08 27.
Article in English | MEDLINE | ID: mdl-39198489

ABSTRACT

Anthrax is an economically important zoonotic disease affecting both livestock and humans. The disease is caused by a spore forming bacterium, Bacillus anthracis, and is considered endemic to the state of Karnataka, India. It is critical to quantify the role of climatic factors in determining the temporal pattern of anthrax outbreaks, so that reliable forecasting models can be developed. These models will aid in establishing public health surveillance and guide strategic vaccination programs, which will reduce the economic loss to farmers, and prevent the spill-over of anthrax from livestock to humans. In this study, correlation and coherence between time series of anthrax outbreaks in livestock (1987-2016) and meteorological variables and Sea Surface Temperature anomalies (SST) were identified using a combination of cross-correlation analyses, spectral analyses (wavelets and empirical mode decomposition) and further quantified using a Bayesian time series regression model accounting for temporal autocorrelation. Monthly numbers of anthrax outbreaks were positively associated with a lagged effect of rainfall and wet day frequency. Long-term periodicity in anthrax outbreaks (approximately 6-8 years) was coherent with the periodicity in SST anomalies and outbreak numbers increased with decrease in SST anomalies. These findings will be useful in planning long-term anthrax prevention and control strategies in Karnataka state of India.


Subject(s)
Anthrax , Disease Outbreaks , El Nino-Southern Oscillation , Anthrax/epidemiology , India/epidemiology , Animals , Bayes Theorem , Bacillus anthracis/isolation & purification , Bacillus anthracis/pathogenicity , Humans , Livestock/microbiology
11.
Antimicrob Agents Chemother ; 68(9): e0059524, 2024 Sep 04.
Article in English | MEDLINE | ID: mdl-39133023

ABSTRACT

Bacillus anthracis, the causative agent of anthrax, is among the most likely bacterial pathogens to be used in a biological attack. Inhalation anthrax is a serious, life-threatening form of infection, and the mortality from acute inhaled anthrax can approach 100% if not treated early and aggressively. Food and Drug Administration-approved antibiotics indicated for post-exposure prophylaxis (PEP) or treatment of anthrax are limited. This study assessed the in vitro activity and in vivo efficacy of omadacycline and comparators against clinical isolates of B. anthracis, including a ciprofloxacin-resistant isolate. Minimum inhibitory concentrations (MICs) of omadacycline, ciprofloxacin, and doxycycline were determined against animal and human clinical isolates of B. anthracis, including the ciprofloxacin-resistant Ames strain BACr4-2. Mice were challenged with aerosolized BACr4-2 spores, and survival was monitored for 28 days post-challenge. Treatment was initiated 24 h after aerosol challenge and administered for 14 days. Omadacycline demonstrated in vitro activity against 53 B. anthracis isolates with an MIC range of ≤0.008-0.25 µg/mL, and an MIC50/MIC90 of 0.015/0.03 µg/mL. Consistent with this, omadacycline demonstrated in vivo efficacy in a PEP mouse model of inhalation anthrax caused by the Ames BACr4-2 ciprofloxacin-resistant B. anthracis isolate. Omadacycline treatment significantly increased survival compared with the vehicle control group and the ciprofloxacin treatment group. As antibiotic resistance rates continue to rise worldwide, omadacycline may offer an alternative PEP or treatment option against inhalation anthrax, including anthrax caused by antibiotic-resistant B. anthracis.


Subject(s)
Anthrax , Anti-Bacterial Agents , Bacillus anthracis , Ciprofloxacin , Microbial Sensitivity Tests , Tetracyclines , Ciprofloxacin/pharmacology , Bacillus anthracis/drug effects , Animals , Anthrax/drug therapy , Anthrax/microbiology , Anthrax/mortality , Mice , Anti-Bacterial Agents/pharmacology , Tetracyclines/pharmacology , Tetracyclines/therapeutic use , Female , Doxycycline/pharmacology , Drug Resistance, Bacterial , Humans , Respiratory Tract Infections
12.
Zhonghua Liu Xing Bing Xue Za Zhi ; 45(7): 990-996, 2024 Jul 10.
Article in Chinese | MEDLINE | ID: mdl-39004972

ABSTRACT

Objective: To analyze the multiple locus variable number tandem repeat analysis (MLVA) genotype polymorphism of Bacillus (B.) anthracis and establish a MLVA genotype database of B. anthracis in China. Methods: B. anthracis strains isolated from different sources in China since 1947 were collected. Genotype identification was carried out using the MLVA15 genotyping protocol based on 15 variable number tandem repeat loci. The genotypes were uniformly numbered and named. The distribution characteristics of the MLVA genotypes of strains were analyzed. Software Bionumerics was used to construct clustering diagrams to analyze the genetic relationships. Results: The MLVA15 clustering analysis subdivided the isolates into 4 major groups and 91 genotypes, 54 of which were unique to China. The genotypes from MLVA15-CHN1 to MLVA15-CHN6 were widely distributed throughout China and in all eras, while other genotypes were restricted to certain regions or eras. Conclusions: This study established a MLVA genotype database of B. anthracis, which provides basis for the understanding of MLVA genetic polymorphisms and the control and molecular source tracing of the anthrax outbreaks in China.


Subject(s)
Bacillus anthracis , Genotype , Minisatellite Repeats , Polymorphism, Genetic , Bacillus anthracis/genetics , China/epidemiology , Phylogeny , Anthrax/microbiology , Anthrax/epidemiology , Multilocus Sequence Typing , Cluster Analysis
13.
Infect Genet Evol ; 123: 105649, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39059732

ABSTRACT

Priestia is a genus that was renamed from the genus Bacillus based on the conserved signature indels (CSIs) in protein sequences that separate Priestia species from Bacillus, with the latter only including species closely related to B. subtilis and B. cereus. Diagnosis of anthrax, a zoonotic disease, is implicated by tripartite anthrax virulence genes (lef, pagA, and cya) and poly-γ-D-glutamic acid capsular genes cap-ABCDE of Bacillus anthracis. Due to the amplification of anthrax virulence genes in Priestia isolates, the search for homologous anthrax virulence genes within the Priestia genomes (n = 9) isolated from animal blood smears was embarked upon through whole genome sequencing. In silico taxonomic identification of the isolates was conducted using genome taxonomy database (GTDB), average nucleotide identity (ANI), and multi-locus sequence typing (MLST), which identified the genomes as P. aryabhattai (n = 5), P. endophytica (n = 2) and P. megaterium (n = 2). A pan-genome analysis was further conducted on the Priestia genomes, including the screening of virulence, antibiotic resistance genes and mobile genetic elements on the sequenced genomes. The oligoribonuclease NrnB protein sequences showed that Priestia spp. possess a unique CSI that is absent in other Bacillus species. Furthermore, the CSI in P. endophytica is unique from other Priestia spp. Pan-genomic analysis indicates that P. endophytica clusters separately from P. aryabhattai and P. megaterium. In silico BLASTn genome analysis using the SYBR primers, Taqman probes and primers that target the chromosomal marker (Ba-1), protective antigen (pagA), and lethal factor (lef) on B. anthracis, showed partial binding to Priestia regions encoding for hypothetical proteins, pyridoxine biosynthesis, hydrolase, and inhibitory proteins. The antibiotic resistance genes (ARG) profile of Priestia spp. showed that the genomes contained no more than two ARGs. This included genes conferring resistance to rifamycin and fosfomycin on P. endophytica, as well as clindamycin on P. aryabhattai and P. megaterium. Priestia genomes lacked B. anthracis plasmids and consisted of plasmid replicon types with unknown functions. Furthermore, the amplification of Priestia strains may result in false positives when qPCR is used to detect the virulence genes of B. anthracis in soil, blood smears, and/or environmental samples.


Subject(s)
Anthrax , Genome, Bacterial , Phylogeny , Anthrax/microbiology , Anthrax/epidemiology , Animals , Parks, Recreational , Virulence Factors/genetics , Whole Genome Sequencing , Multilocus Sequence Typing , Bacillus/genetics , Bacillus/isolation & purification , Bacillus/classification , Bacillus anthracis/genetics , Bacillus anthracis/classification
14.
BMC Genomics ; 25(1): 742, 2024 Jul 30.
Article in English | MEDLINE | ID: mdl-39080521

ABSTRACT

The anthrax-causing bacterium Bacillus anthracis comprises the genetic clades A, B, and C. In the northernmost part (Pafuri) of Kruger National Park (KNP), South Africa, both the common A and rare B strains clades occur. The B clade strains were reported to be dominant in Pafuri before 1991, while A clade strains occurred towards the central parts of KNP. The prevalence of B clade strains is currently much lower as only A clade strains have been isolated from 1992 onwards in KNP. In this study 319 B. anthracis strains were characterized with 31-loci multiple-locus variable-number tandem repeat analysis (MLVA-31). B clade strains from soil (n = 9) and a Tragelaphus strepsiceros carcass (n = 1) were further characterised by whole genome sequencing and compared to publicly available genomes. The KNP strains clustered in the B clade before 1991 into two dominant genotypes. South African strains cluster into a dominant genotype A.Br.005/006 consisting of KNP as well as the other anthrax endemic region, Northern Cape Province (NCP), South Africa. A few A.Br.001/002 strains from both endemic areas were also identified. Subclade A.Br.101 belonging to the A.Br.Aust94 lineage was reported in the NCP. The B-clade strains seems to be vanishing, while outbreaks in South Africa are caused mainly by the A.Br.005/006 genotypes as well as a few minor clades such as A.Br.001/002 and A.Br.101 present in NCP. This work confirmed the existence of the rare and vanishing B-clade strains that group in B.Br.001 branch with KrugerB and A0991 KNP strains.


Subject(s)
Anthrax , Bacillus anthracis , Phylogeny , Bacillus anthracis/genetics , Bacillus anthracis/classification , Bacillus anthracis/isolation & purification , South Africa , Anthrax/microbiology , Anthrax/epidemiology , Anthrax/veterinary , Genotype , Genome, Bacterial , Soil Microbiology , Whole Genome Sequencing
15.
Microbiol Spectr ; 12(8): e0000324, 2024 Aug 06.
Article in English | MEDLINE | ID: mdl-38949306

ABSTRACT

The use of surrogate organisms can enable researchers to safely conduct research on pathogens and in a broader set of conditions. Being able to differentiate between the surrogates used in the experiments and background contamination as well as between different experiments will further improve research efforts. One effective approach is to introduce unique genetic barcodes into the surrogate genome and track their presence using the quantitative polymerase chain reaction (qPCR). In this report, we utilized the CRISPR-Cas9 methodology, which employs a single plasmid and a transformation step to insert five distinct barcodes into Bacillus thuringiensis, a well-established surrogate for Bacillus anthracis when Risk Group 1 organisms are needed. We subsequently developed qPCR assays for barcode detection and successfully demonstrated the stability of the barcodes within the genome through five cycles of sporulation and germination. Additionally, we conducted whole-genome sequencing on these modified strains and analyzed 187 potential Cas9 off-target sites. We found no correlation between the mutations observed in the engineered strains and the predicted off-target sites, suggesting this genome engineering strategy did not directly result in off-target mutations in the genome. This simple approach has the potential to streamline the creation of barcoded B. thuringiensis strains for use in future studies on surrogate genomes. IMPORTANCE: The use of Bacillus anthracis as a biothreat agent poses significant challenges for public health and national security. Bacillus anthracis surrogates, like Bacillus thuringiensis, are invaluable tools for safely understanding Bacillus anthracis properties without the safety concerns that would arise from using a virulent strain of Bacillus anthracis. We report a simple method for barcode insertion into Bacillus thuringiensis using the CRISPR-Cas9 methodology and subsequent tracking by quantitative polymerase chain reaction (qPCR). Moreover, whole-genome sequencing data and CRISPR-Cas9 off-target analyses in Bacillus thuringiensis suggest that this gene-editing method did not directly cause unwanted mutations in the genome. This study should assist in the facile development of barcoded Bacillus thuringiensis surrogate strains, among other biotechnological applications in Bacillus species.


Subject(s)
Bacillus thuringiensis , CRISPR-Cas Systems , DNA Barcoding, Taxonomic , Bacillus thuringiensis/genetics , DNA Barcoding, Taxonomic/methods , Genome, Bacterial/genetics , Bacillus anthracis/genetics , Whole Genome Sequencing/methods , Plasmids/genetics , Gene Editing/methods
16.
Inorg Chem ; 63(29): 13516-13524, 2024 Jul 22.
Article in English | MEDLINE | ID: mdl-38959250

ABSTRACT

Anthrax bacillus is a very dangerous zoonotic pathogen that seriously endangers public health. Rapid and accurate qualitative and quantitative detection of its biomarkers, 2,6-dipicolinic acid (DPA), is crucial for the prevention and treatment of this pathogenic bacterium. In this work, a novel Cd-based MOF (TTCA-Cd) has been synthesized from a polycarboxylate ligand, [1,1':2',1″-terphenyl]-4,4',4″,5'-tetracarboxylic acid (H4TTCA), and further doped with Tb(III), forming a dual-emission lanthanide-functionalized MOF hybrid (TTCA-Cd@Tb). TTCA-Cd@Tb can be developed as a high-performance ratiometric fluorescent sensor toward DPA with a very low detection limit of 7.14 nM and high selectivity in a wide detection range of 0-200 µM, demonstrating a big advancement and providing a new option for the detection of DPA.


Subject(s)
Anthrax , Bacillus anthracis , Biomarkers , Fluorescent Dyes , Metal-Organic Frameworks , Picolinic Acids , Terbium , Metal-Organic Frameworks/chemistry , Metal-Organic Frameworks/chemical synthesis , Terbium/chemistry , Picolinic Acids/analysis , Picolinic Acids/chemistry , Fluorescent Dyes/chemistry , Fluorescent Dyes/chemical synthesis , Biomarkers/analysis , Anthrax/diagnosis , Cadmium/chemistry , Cadmium/analysis , Molecular Structure , Limit of Detection , Spectrometry, Fluorescence
17.
Antimicrob Agents Chemother ; 68(7): e0011224, 2024 Jul 09.
Article in English | MEDLINE | ID: mdl-38888319

ABSTRACT

Inhalation anthrax is the most severe form of Bacillus anthracis infection, often progressing to fatal conditions if left untreated. While recommended antibiotics can effectively treat anthrax when promptly administered, strains engineered for antibiotic resistance could render these drugs ineffective. Telavancin, a semisynthetic lipoglycopeptide antibiotic, was evaluated in this study as a novel therapeutic against anthrax disease. Specifically, the aims were to (i) assess in vitro potency of telavancin against 17 B. anthracis isolates by minimum inhibitory concentration (MIC) testing and (ii) evaluate protective efficacy in rabbits infected with a lethal dose of aerosolized anthrax spores and treated with human-equivalent intravenous telavancin doses (30 mg/kg every 12 hours) for 5 days post-antigen detection versus a humanized dose of levofloxacin and vehicle control. Blood samples were collected at various times post-infection to assess the level of bacteremia and antibody production, and tissues were collected to determine bacterial load. The animals' body temperatures were also recorded. Telavancin demonstrated potent bactericidal activity against all strains tested (MICs 0.06-0.125 µg/mL). Further, telavancin conveyed 100% survival in this model and cleared B. anthracis from the bloodstream and organ tissues more effectively than a humanized dose of levofloxacin. Collectively, the low MICs against all strains tested and rapid bactericidal in vivo activity demonstrate that telavancin has the potential to be an effective alternative for the treatment or prophylaxis of anthrax infection.


Subject(s)
Aminoglycosides , Anthrax , Anti-Bacterial Agents , Bacillus anthracis , Lipoglycopeptides , Microbial Sensitivity Tests , Respiratory Tract Infections , Animals , Lipoglycopeptides/pharmacology , Rabbits , Anthrax/drug therapy , Anthrax/microbiology , Anthrax/mortality , Bacillus anthracis/drug effects , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/therapeutic use , Aminoglycosides/pharmacology , Respiratory Tract Infections/drug therapy , Respiratory Tract Infections/microbiology , Disease Models, Animal , Levofloxacin/pharmacology , Female
18.
Arch Virol ; 169(7): 134, 2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38834736

ABSTRACT

Anthrax is an acute infectious zoonotic disease caused by Bacillus anthracis, a bacterium that is considered a potential biological warfare agent. Bacillus bacteriophages shape the composition and evolution of bacterial communities in nature and therefore have important roles in the ecosystem community. B. anthracis phages are not only used in etiological diagnostics but also have promising prospects in clinical therapeutics or for disinfection in anthrax outbreaks. In this study, two temperate B. anthracis phages, vB_BanS_A16R1 (A16R1) and vB_BanS_A16R4 (A16R4), were isolated and showed siphovirus-like morphological characteristics. Genome sequencing showed that the genomes of phages A16R1 and A16R4 are 36,569 bp and 40,059 bp in length, respectively. A16R1 belongs to the genus Wbetavirus, while A16R4 belongs to the genus Hubeivirus and is the first phage of that genus found to lyse B. anthracis. Because these two phages can comparatively specifically lyse B. anthracis, they could be used as alternative diagnostic tools for identification of B. anthracis infections.


Subject(s)
Bacillus Phages , Bacillus anthracis , Genome, Viral , Bacillus anthracis/virology , Genome, Viral/genetics , Bacillus Phages/isolation & purification , Bacillus Phages/genetics , Bacillus Phages/classification , Siphoviridae/genetics , Siphoviridae/isolation & purification , Siphoviridae/classification , Phylogeny
19.
Clin Microbiol Infect ; 30(9): 1170-1175, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38852852

ABSTRACT

OBJECTIVES: Bacillus anthracis clinical breakpoints, representing a systematic approach to guide clinicians in selecting the most appropriate antimicrobial treatments, are not part of the guidance from the European Committee on Antimicrobial Susceptibility Testing (EUCAST). This is because defined distributions of MIC values and of epidemiological cut-off values (ECOFFs) have been lacking. In this study, a Europe-wide network of laboratories in collaboration with EUCAST, aimed at establishing standardized antimicrobial susceptibility testing methods, wild-type MIC distributions, and ECOFFs for ten therapeutically relevant antimicrobials. METHODS: About 335 B. anthracis isolates were tested by broth microdilution and disc diffusion methodologies. MIC and inhibition zone diameters were curated according to EUCAST SOP 10.2 and the results were submitted to EUCAST for ECOFFs and clinical breakpoint determination. RESULTS: Broth microdilution and disc diffusion data distributions revealed putative wild-type distributions for the tested agents. For each antimicrobial agent, ECOFFs were defined. Three highly resistant strains with MIC values of 32 mg/L benzylpenicillin were found. MIC values slightly above the defined ECOFFs were observed in a few isolates, indicating the presence of resistance mechanisms to doxycycline, tetracycline, and amoxicillin. DISCUSSION: B. anthracis antimicrobial susceptibility testing results were used by EUCAST to determine ECOFFs for ten antimicrobial agents. The MIC distributions were used in the process of determining clinical breakpoints. The ECOFFs can be used for the sensitive detection of isolates with resistance mechanisms, and for monitoring resistance development. Genetic changes causing phenotypic shifts in isolates displaying slightly elevated MICs remain to be investigated.


Subject(s)
Anti-Bacterial Agents , Bacillus anthracis , Microbial Sensitivity Tests , Anti-Bacterial Agents/pharmacology , Bacillus anthracis/drug effects , Bacillus anthracis/genetics , Bacillus anthracis/isolation & purification , Humans , Europe/epidemiology , Anthrax/microbiology , Anthrax/epidemiology , Drug Resistance, Bacterial
20.
Biophys Chem ; 312: 107273, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38850843

ABSTRACT

Bacillus anthracis, the causative agent of anthrax, poses a substantial threat to public health and national security, and is recognized as a potential bioweapon due to its capacity to form resilient spores with enduring viability. Inhalation or ingestion of even minute quantities of aerosolized spores can lead to widespread illness and fatalities, underscoring the formidable lethality of the bacterium. With an untreated mortality rate of 100%, Bacillus anthracis is a disconcerting candidate for bioterrorism. In response to this critical scenario, we employed state-of-the-art computational tools to conceive and characterize flexible RNA aptamer therapeutics tailored for anthrax. The foundational structure of the flexible RNA aptamers was designed by removing the C2'-C3' in each nucleotide unit. Leveraging the crystal structure of Bacillus anthracis ribosomal protein S8 complexed with an RNA aptamer, we explored the structural, dynamic, and energetic aspects of the modified RNA aptamer - S8 protein complexes through extensive all-atom explicit-solvent molecular dynamics simulations (400 ns, 3 replicas each), followed by drawing comparisons to the control system. Our findings demonstrate the enhanced binding competencies of the flexible RNA aptamers to the S8 protein via better shape complementarity and improved H-bond network compared to the control RNA aptamer. This research offers valuable insights into the development of RNA aptamer therapeutics targeting Bacillus anthracis, paving the way for innovative strategies to mitigate the impact of this formidable pathogen.


Subject(s)
Aptamers, Nucleotide , Bacillus anthracis , Molecular Dynamics Simulation , Ribosomal Proteins , Bacillus anthracis/chemistry , Bacillus anthracis/metabolism , Bacillus anthracis/drug effects , Aptamers, Nucleotide/chemistry , Aptamers, Nucleotide/pharmacology , Ribosomal Proteins/chemistry , Ribosomal Proteins/metabolism , Ribosomal Proteins/antagonists & inhibitors , Bacterial Proteins/chemistry , Bacterial Proteins/metabolism , Bacterial Proteins/antagonists & inhibitors
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