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Metabolomics Analysis of Bacterial Pathogen Burkholderia thailandensis and Mammalian Host Cells in Co-culture

ACS Infectious Diseases

Aiosa, Nicole A.; Sinha, Anupama S.; Jaiyesimi, Olakunle J.; da Silva, Ricardo d.; Branda, Steven B.; Garg, Neha G.

The Tier 1 HHS/USDA Select Agent Burkholderia pseudomallei is a bacterial pathogen that is highly virulent when introduced into the respiratory tract and intrinsically resistant to many antibiotics. Transcriptomic- and proteomic-based methodologies have been used to investigate mechanisms of virulence employed by B. pseudomallei and Burkholderia thailandensis, a convenient surrogate; however, analysis of the pathogen and host metabolomes during infection is lacking. Changes in the metabolites produced can be a result of altered gene expression and/or post-transcriptional processes. Thus, metabolomics complements transcriptomics and proteomics by providing a chemical readout of a biological phenotype, which serves as a snapshot of an organism’s physiological state. However, the poor signal from bacterial metabolites in the context of infection poses a challenge in their detection and robust annotation. In this work, we coupled mammalian cell culture-based metabolomics with feature-based molecular networking of mono- and co-cultures to annotate the pathogen’s secondary metabolome during infection of mammalian cells. These methods enabled us to identify several key secondary metabolites produced by B. thailandensis during infection of airway epithelial and macrophage cell lines. Additionally, the use of in silico approaches provided insights into shifts in host biochemical pathways relevant to defense against infection. Using chemical class enrichment analysis, for example, we identified changes in a number of host-derived compounds including immune lipids such as prostaglandins, which were detected exclusively upon pathogen challenge. Taken together, our findings indicate that co-culture of B. thailandensis with mammalian cells alters the metabolome of both pathogen and host and provides a new dimension of information for in-depth analysis of the host–pathogen interactions underlying Burkholderia infection.

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Nanoparticle Mediated Delivery of Therapeutic mRNA for Protection Against Lung Damage

Branda, Steven B.; Mosesso, Richard M.; Sinha, Anupama S.; Thatcher, Christine T.; Collette, Nicole C.; Phillips, Ashlee P.; Tanner, Tanya T.

Medical countermeasures (MCMs) based on messenger ribonucleic acid (mRNA) are promising due to their programmability, targeting precision and specificity, predictable physicochemical properties, and amenability to scalable manufacture. However, safe and effective delivery vehicles are needed, especially for targeting the lung. We developed a generalized approach to nanoparticle-mediated mRNA delivery to lung, and used it to evaluate candidate therapies. In initial studies, reporter mRNA was delivered using lipid-coated mesoporous silica nanoparticles (LC-MSNs) and lipid nanoparticles (LNPs), the latter with greater consistency. Then, mRNA encoding known protein therapies were delivered using LNPs. These formulations showed some toxicity in mice with lung damage, but those with IL-1RA, sACE2-Ig, and ANGPT1 mRNA were modestly therapeutic on balance. Our work advances the state of the art for mRNA delivery to lung, and provides a foundation for evaluating and characterizing mRNA-based lung therapies, including three that appear to be exceptionally promising.

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Supercritical CO2 sterilization of N95 Masks

Koplow, Jeffrey P.; Smith, Kent S.; Jouravel, Natalia J.; Buffleben, George M.; Sinha, Anupama S.; Negrete, Oscar N.; Barnett, T.; Karnesky, Richard A.

A preliminary investigation of the use of supercritical carbon dioxide for treating of 3M 1860 N95 masks was undertaken to evaluate a potential route to low-cost, scalable, sterilization of personal protective equipment for multiple reuse in hospital settings. Upon entering the supercritical regime, the normally distinct liquid and gaseous phases of CO2 merge into a single homogeneous phase that has density, short-range order, and solvation capacity of a liquid, but the volume-filling and permeation properties that of a gas. This enables supercritical CO2 to function as a vehicle for delivery of biocidal agents such peracetic acid into microporous structures. The potentially adverse effect of a liquid-to-gas phase transition on mask filter media is avoided by conducting cleaning operations above 31 C, the critical temperature for carbon dioxide. A sample of fifteen 3M 1860 N95 masks was subjected to ten consecutive cycles of supercritical CO2 cleaning to determine its effect on mask performance. These 15 masks, along with 5 control samples then underwent a battery of standardized tests at the CDC NIOSH NPPTL research facility in Pittsburgh, PA. The data from these tests strongly suggest (but do not prove) that supercritical carbon dioxide do not damage 3M 1860 N95 masks. Additional tests conducted during this project confirmed the compatibility of supercritical CO2 with ventilator tubing that, like N95 masks, has been in short supply during portions of the COVID-19 pandemic and cannot be sterilized by conventional means. Finally, a control experiment was also conducted to examine the effect of supercritical CO2 on a BSL-2 surrogate virus, vesicular stomatitis virus (VSV), Indiana serotype strain. In the absence of biocidal additives, supercritical CO2 exhibited no measurable lethality against VSV. This surrogate virus experiment suggests that a biocidal additive such as peracetic acid will be necessary to achieve required sterilization metrics.

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Genome Sequences of Burkholderia thailandensis Strains E421, E426, and DW503

Microbiology Resource Announcements

Mageeney, Catherine M.; Sinha, Anupama S.; Williams, Kelly P.; Branda, Steven B.

We present the draft genome sequences of three Burkholderia thailandensis strains, E421, E426, and DW503. E421 consists of 90 contigs of 6,639,935 bp and 67.73% GC content. E426 consists of 106 contigs of 6,587,853 bp and 67.73% GC content. DW503 consists of 102 contigs of 6,458,767 bp and 67.64% GC content.

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Library preparation for the Oxford Minion sequencer with 'ASPIRE': Automated sample PrEP by indexed rotary exchange

21st International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2017

Jayamohan, Harikrishnan J.; Sinha, Anupama S.; Krishnakumar, Raga K.; Edwards, Harrison E.; Younis, Tariq A.; Trevithick, Jacob D.; Patel, Kamlesh P.; Bartsch, Michael B.

We report a prototype system to automate the DNA library preparation of bacterial genomes for analysis with the Oxford MinION nanopore sequencer as a first step towards a universal bacterial pathogen identification and biosurveillance tool. The ASPIRE (Automated Sample Preparation by Indexed Rotary Exchange) platform incorporates a rotary hydrophobic substrate that provides sequential delivery of sample and reagent droplets to heater and magnetic bead trapping modules via a single capillary coupled to a syringe pump. We have applied ASPIRE-based library preparation to lambda-phage and E. coli genomic DNA (gDNA) and verified its ability to produce libraries with DNA yield and ultimate sequenced read size distribution, quality, and reference-mapping percentages comparable to those obtained for benchtop prep methods.

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Elucidation of Host-Pathogen Interactions via Dual RNA-Seq Analysis to Support Development of Countermeasures Against the Intracellular Bacterial Pathogen Burkholderia pseudomallei

Branda, Steven B.; Wang, Pei-Li W.; LaBauve, Annette E.; Sinha, Anupama S.; Poorey, Kunal N.; Williams, Kelly P.; Michailidis, George M.; Schoeniger, Joseph S.; Mageeney, Catherine M.; Courtney, Colleen M.; El-Etr, Sahar E.; Franco, Magda F.; Lao, Victoria L.; D'haeseleer, Patrik D.; Pena, Jose P.; Segelke, Brent S.

Abstract not provided.

Systematic and stochastic influences on the performance of the MinION nanopore sequencer across a range of nucleotide bias

Scientific Reports

Krishnakumar, Raga K.; Sinha, Anupama S.; Bird, Sara W.; Jayamohan, Harikrishnan; Edwards, Harrison S.; Schoeniger, Joseph S.; Patel, Kamlesh P.; Branda, Steven B.; Bartsch, Michael B.

Emerging sequencing technologies are allowing us to characterize environmental, clinical and laboratory samples with increasing speed and detail, including real-time analysis and interpretation of data. One example of this is being able to rapidly and accurately detect a wide range of pathogenic organisms, both in the clinic and the field. Genomes can have radically different GC content however, such that accurate sequence analysis can be challenging depending upon the technology used. Here, we have characterized the performance of the Oxford MinION nanopore sequencer for detection and evaluation of organisms with a range of genomic nucleotide bias. We have diagnosed the quality of base-calling across individual reads and discovered that the position within the read affects base-calling and quality scores. Finally, we have evaluated the performance of the current state-of-the-art neural network-based MinION basecaller, characterizing its behavior with respect to systemic errors as well as context- and sequence-specific errors. Overall, we present a detailed characterization the capabilities of the MinION in terms of generating high-accuracy sequence data from genomes with a wide range of nucleotide content. This study provides a framework for designing the appropriate experiments that are the likely to lead to accurate and rapid field-forward diagnostics.

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Real-Time Automated Pathogen Identification by Enhanced Ribotyping (RAPIER) LDRD Final Report

Bartsch, Michael B.; Bird, Sara W.; Branda, Steven B.; Edwards, Harrison E.; Jayamohan, Harikrishnan J.; Krishnakumar, Raga K.; Patel, Kamlesh P.; Schoeniger, Joseph S.; Sinha, Anupama S.

Funded through the IHNS/E&HS investment area for FY16-18, the RAPIER LDRD sought to evaluate the potential benefits and applicability of the new Oxford MinION nanopore sequencer to pathogen diagnostic applications in biodefense, biosurveillance, and global/public health. The project had four primary objectives: 1) to investigate the performance of the MinION sequencer while building facility with its operation, 2) to develop microfluidic library prep automation facilitating the use of the MinION in field-forward or point-of-care applications, 3) to leverage CRISPR/Cas9 technology to enable targeted identification of bacterial pathogens, and 4) to capitalize on the real- time data output capabilities of the MinION to enable rapid sequence-based diagnostics. While the rapid evolution of the MinION sequencing technology during the course of the project posed a number of challenges and required a reassessment of initial project priorities, it also provided unique opportunities, notably culminating in our development of the RUBRIC real-time selective sequencing software.

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Results 1–25 of 43
Results 1–25 of 43