12 results on '"Varga MJ"'
Search Results
2. Microbial genomic data analysis for infectious diseases
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Varga, MJ, Rodrigues, C, Jolley, K, Bratcher, HB, Maclennan, J, Harrison, O, Colles, F, Cody, A, Bray, J, and Maiden, M
- Abstract
Infectious diseases are caused by pathogenic micro-organisms which can be bacteria, viruses, parasites or fungi. The diseases can be spread through many different routes, either directly or indirectly. Military personnel are at high risk of contracting infections, in particular vector-borne and zoonotic infections, during overseas deployments, where they may be exposed to endemic or emerging infections to which they do not have immunity. Additionally, overcrowded settings with poor sanitation are high risks for disease. Genomics is having a transformational impact on medicine. It is enabling advances in accurate diagnosis of infectious disease, development of effective and targeted treatment strategies and opportunities to assess pathogenicity. Further, it supports the detection, surveillance of infectious diseases, the development and assessment of vaccines, as well as the assessment and prediction of anti-microbial resistance. These capabilities are all key military needs to protect personnel in this inter-connected world. The advances in sequencing technologies have resulted in an explosion of genomic data. However, making sense of genomic data requires advances in computational analysis technologies together with crossdisciplinary scientific approaches, skill sets and people. There are extensive reference databases of genomic data. One such open access database is PubMLST.org: it contains well curated genomes for more than 100 microbial species and genera integrated with provenance and phenotype information. All levels of sequence data, from single gene sequences up to and including complete, finished genomes can be accessed on this platform. This data is, however, both large and complex and intractable to analyse and understand using traditional analysis tools. This paper will discuss the challenges of analysing such genomic data for bacterial infections and consider the application of bioinformatics tools and techniques to analyse and communicate microbial genomic data in healthcare.
- Published
- 2020
3. BRCA1 frameshift variants leading to extended incorrect protein C termini.
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Nepomuceno TC, Foo TK, Richardson ME, Ranola JMO, Weyandt J, Varga MJ, Alarcon A, Gutierrez D, von Wachenfeldt A, Eriksson D, Kim R, Armel S, Iversen E, Couch FJ, Borg Å, Xia B, Carvalho MA, and Monteiro ANA
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- 2024
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4. BRCA1 frameshift variants leading to extended incorrect protein C termini.
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Nepomuceno TC, Foo TK, Richardson ME, Ranola JMO, Weyandt J, Varga MJ, Alarcon A, Gutierrez D, von Wachenfeldt A, Eriksson D, Kim R, Armel S, Iversen E, Couch FJ, Borg Å, Xia B, Carvalho MA, and Monteiro ANA
- Subjects
- Female, Humans, Protein C, BRCA1 Protein genetics, Germ-Line Mutation genetics, Genetic Predisposition to Disease, Ovarian Neoplasms epidemiology
- Abstract
Carriers of BRCA1 germline pathogenic variants are at substantially higher risk of developing breast and ovarian cancer than the general population. Accurate identification of at-risk individuals is crucial for risk stratification and the implementation of targeted preventive and therapeutic interventions. Despite significant progress in variant classification efforts, a sizable portion of reported BRCA1 variants remain as variants of uncertain clinical significance (VUSs). Variants leading to premature protein termination and loss of essential functional domains are typically classified as pathogenic. However, the impact of frameshift variants that result in an extended incorrect terminus is not clear. Using validated functional assays, we conducted a systematic functional assessment of 17 previously reported BRCA1 extended incorrect terminus variants (EITs) and concluded that 16 constitute loss-of-function variants. This suggests that most EITs are likely to be pathogenic. However, one variant, c.5578dup, displayed a protein expression level, affinity to known binding partners, and activity in transcription and homologous recombination assays comparable to the wild-type BRCA1 protein. Twenty-three additional carriers of c.5578dup were identified at a US clinical diagnostic lab and assessed using a family history likelihood model providing, in combination with the functional data, a likely benign interpretation. These results, consistent with family history data in the current study and available data from ClinVar, indicate that most, but not all, BRCA1 variants leading to an extended incorrect terminus constitute loss-of-function variants and underscore the need for comprehensive assessment of individual variants., Competing Interests: Declaration of interests M.E.R., J.M.O.R., J.W., and M.J.V. are full-time, salaried employees of Ambry Genetics., (Copyright © 2023 The Author(s). Published by Elsevier Inc. All rights reserved.)
- Published
- 2023
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5. NERDSS: A Nonequilibrium Simulator for Multibody Self-Assembly at the Cellular Scale.
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Varga MJ, Fu Y, Loggia S, Yogurtcu ON, and Johnson ME
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- Cell Physiological Phenomena, Diffusion, Reproducibility of Results, Algorithms, Software
- Abstract
Currently, a significant barrier to building predictive models of cellular self-assembly processes is that molecular models cannot capture minutes-long dynamics that couple distinct components with active processes, whereas reaction-diffusion models cannot capture structures of molecular assembly. Here, we introduce the nonequilibrium reaction-diffusion self-assembly simulator (NERDSS), which addresses this spatiotemporal resolution gap. NERDSS integrates efficient reaction-diffusion algorithms into generalized software that operates on user-defined molecules through diffusion, binding and orientation, unbinding, chemical transformations, and spatial localization. By connecting the fast processes of binding with the slow timescales of large-scale assembly, NERDSS integrates molecular resolution with reversible formation of ordered, multisubunit complexes. NERDSS encodes models using rule-based formatting languages to facilitate model portability, usability, and reproducibility. Applying NERDSS to steps in clathrin-mediated endocytosis, we design multicomponent systems that can form lattices in solution or on the membrane, and we predict how stochastic but localized dephosphorylation of membrane lipids can drive lattice disassembly. The NERDSS simulations reveal the spatial constraints on lattice growth and the role of membrane localization and cooperativity in nucleating assembly. By modeling viral lattice assembly and recapitulating oscillations in protein expression levels for a circadian clock model, we illustrate the adaptability of NERDSS. NERDSS simulates user-defined assembly models that were previously inaccessible to existing software tools, with broad applications to predicting self-assembly in vivo and designing high-yield assemblies in vitro., (Copyright © 2020 Biophysical Society. Published by Elsevier Inc. All rights reserved.)
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- 2020
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6. Structurally Linked Dynamics in Lactate Dehydrogenases of Evolutionarily Distinct Species.
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Varga MJ, Dzierlenga MW, and Schwartz SD
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- Biocatalysis, Catalytic Domain, Computational Biology, Databases, Protein, Evolution, Molecular, Hydrogen Bonding, Isoenzymes chemistry, Isoenzymes genetics, Isoenzymes metabolism, Lactate Dehydrogenases chemistry, Lactate Dehydrogenases genetics, Molecular Dynamics Simulation, Mutagenesis, Insertional, Protein Conformation, Protozoan Proteins chemistry, Protozoan Proteins genetics, Quantum Theory, Cryptosporidium parvum enzymology, Lactate Dehydrogenases metabolism, Models, Molecular, Plasmodium falciparum enzymology, Protozoan Proteins metabolism
- Abstract
We present new findings about how primary and secondary structure affects the role of fast protein motions in the reaction coordinates of enzymatic reactions. Using transition path sampling and committor distribution analysis, we examined the difference in the role of these fast protein motions in the reaction coordinate of lactate dehydrogenases (LDHs) of Apicomplexa organisms Plasmodium falciparum and Cryptosporidium parvum. Having evolved separately from a common malate dehydrogenase ancestor, the two enzymes exhibit several important structural differences, notably a five-amino acid insertion in the active site loop of P. falciparum LDH. We find that these active site differences between the two organisms' LDHs likely cause a decrease in the contribution of the previously determined LDH rate-promoting vibration to the reaction coordinate of P. falciparum LDH compared to that of C. parvum LDH, specifically in the coupling of the rate-promoting vibration and the hydride transfer. This effect, while subtle, directly shows how changes in structure near the active site of LDH alter catalytically important motions. Insights provided by studying these alterations would prove to be useful in identifying LDH inhibitors that specifically target the isozymes of these parasitic organisms.
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- 2017
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7. Enzymatic Kinetic Isotope Effects from First-Principles Path Sampling Calculations.
- Author
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Varga MJ and Schwartz SD
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- Alcohol Dehydrogenase chemistry, Algorithms, Deuterium analysis, Deuterium metabolism, Kinetics, Models, Biological, Molecular Dynamics Simulation, Saccharomyces cerevisiae chemistry, Thermodynamics, Alcohol Dehydrogenase metabolism, Saccharomyces cerevisiae enzymology
- Abstract
In this study, we develop and test a method to determine the rate of particle transfer and kinetic isotope effects in enzymatic reactions, specifically yeast alcohol dehydrogenase (YADH), from first-principles. Transition path sampling (TPS) and normal mode centroid dynamics (CMD) are used to simulate these enzymatic reactions without knowledge of their reaction coordinates and with the inclusion of quantum effects, such as zero-point energy and tunneling, on the transferring particle. Though previous studies have used TPS to calculate reaction rate constants in various model and real systems, it has not been applied to a system as large as YADH. The calculated primary H/D kinetic isotope effect agrees with previously reported experimental results, within experimental error. The kinetic isotope effects calculated with this method correspond to the kinetic isotope effect of the transfer event itself. The results reported here show that the kinetic isotope effects calculated from first-principles, purely for barrier passage, can be used to predict experimental kinetic isotope effects in enzymatic systems.
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- 2016
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8. Path Sampling Methods for Enzymatic Quantum Particle Transfer Reactions.
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Dzierlenga MW, Varga MJ, and Schwartz SD
- Subjects
- Humans, Kinetics, Mathematical Computing, Molecular Dynamics Simulation, Myocardium enzymology, Quantum Theory, Saccharomyces cerevisiae enzymology, Thermodynamics, Alcohol Dehydrogenase chemistry, Algorithms, L-Lactate Dehydrogenase chemistry, Myocardium chemistry, Protons, Saccharomyces cerevisiae chemistry
- Abstract
The mechanisms of enzymatic reactions are studied via a host of computational techniques. While previous methods have been used successfully, many fail to incorporate the full dynamical properties of enzymatic systems. This can lead to misleading results in cases where enzyme motion plays a significant role in the reaction coordinate, which is especially relevant in particle transfer reactions where nuclear tunneling may occur. In this chapter, we outline previous methods, as well as discuss newly developed dynamical methods to interrogate mechanisms of enzymatic particle transfer reactions. These new methods allow for the calculation of free energy barriers and kinetic isotope effects (KIEs) with the incorporation of quantum effects through centroid molecular dynamics (CMD) and the full complement of enzyme dynamics through transition path sampling (TPS). Recent work, summarized in this chapter, applied the method for calculation of free energy barriers to reaction in lactate dehydrogenase (LDH) and yeast alcohol dehydrogenase (YADH). We found that tunneling plays an insignificant role in YADH but plays a more significant role in LDH, though not dominant over classical transfer. Additionally, we summarize the application of a TPS algorithm for the calculation of reaction rates in tandem with CMD to calculate the primary H/D KIE of YADH from first principles. We found that the computationally obtained KIE is within the margin of error of experimentally determined KIEs and corresponds to the KIE of particle transfer in the enzyme. These methods provide new ways to investigate enzyme mechanism with the inclusion of protein and quantum dynamics., (© 2016 Elsevier Inc. All rights reserved.)
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- 2016
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9. A capture enzyme-linked immunosorbent assay for virus infectivity titrations as exemplified in an adenovirus system.
- Author
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Everitt E and Varga MJ
- Subjects
- Adenoviridae immunology, Adenoviridae isolation & purification, Adenoviridae physiology, Antibodies, Monoclonal immunology, Antibodies, Viral immunology, Capsid analysis, HeLa Cells microbiology, Humans, Virus Replication, Capsid Proteins, Enzyme-Linked Immunosorbent Assay, Viral Proteins analysis, Virology methods, Viruses isolation & purification
- Abstract
An enzyme-linked immunosorbent assay (ELISA), employing a capturing antihexon monoclonal antibody specifically recognizing free hexons, was developed for quantitative infectivity titration of adenovirus in a microscale titration assay. The method is based on the quantitative assessment of the total excess production of the major structural protein late in infection in samples consisting of 10(5) virus-infected HeLa cells maintained as stationary suspension cultures. Results are obtained with a coefficient of variation of 10% within 50 hours after virus infection. The method was designed for monitoring substances interfering with viral replication, e.g., neutralizing antibodies or antiviral drugs. Since it measured the total antigen content associated with cells as well as antigens possibly released into the growth medium the general approach should be applicable to any viral system where a structural protein is synthesized in excess.
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- 1993
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10. Enhancement of intracellular uncoating of adenovirus in HeLa cells in the presence of benzyl alcohol as a membrane fluidizer.
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Blixt Y, Varga MJ, and Everitt E
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- Antigens, Viral biosynthesis, Benzyl Alcohol, Cell Adhesion, Cell Membrane drug effects, Endocytosis, HeLa Cells, Humans, Membrane Fluidity drug effects, Transferrin pharmacokinetics, Adenoviridae physiology, Benzyl Alcohols pharmacology, Cell Membrane microbiology
- Abstract
The early extra- and intra-cellular interaction between adenovirus type 2 and HeLa cells was studied in the presence of benzyl alcohol as a fluidizing agent. The process of virus attachment and internalization were not affected at 5-15 mM of benzyl alcohol at 25 degrees C. Under the same conditions an enhancement by 45% at the most was demonstrated for the cell-mediated virion uncoating. By completely blocking virion internalization with 50 mM azide the uncoating was reduced to 20% of the normal level. The remaining surface-located uncoating was not affected by benzyl alcohol. It was demonstrated that an enhancement of the intracellular virion uncoating was followed by a raised production of the hexon antigen, which was interpreted as an increase in the specific infectivity of the virus.
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- 1993
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11. Infectious entry pathway of adenovirus type 2.
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Varga MJ, Weibull C, and Everitt E
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- Adenoviruses, Human ultrastructure, Ammonium Chloride pharmacology, Cell Survival drug effects, HeLa Cells, Humans, Hydrogen-Ion Concentration, Hypertonic Solutions, Kinetics, Microscopy, Electron, Receptors, Virus physiology, Sucrose metabolism, Adenoviruses, Human physiology, Coated Pits, Cell-Membrane physiology, Endocytosis drug effects, Virion physiology
- Abstract
Internalization of the infectious fraction of human adenovirus type 2 into HeLa cells was followed by a quantitative internalization assay. Treatments known to selectively block receptor-mediated endocytosis reduced the internalization of infectious virus to an extent close to the reduction of endocytosis of transferrin. This suggests that one of the first steps in the infectious cycle of adenovirus type 2 is internalization by the coated-pit and -vesicle pathway.
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- 1991
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12. Antibodies with specificities against a dispase-produced 15-kilodalton hexon fragment neutralize adenovirus type 2 infectivity.
- Author
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Varga MJ, Bergman T, and Everitt E
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- Adenoviruses, Human pathogenicity, Amino Acid Sequence, Antibodies, Monoclonal immunology, Antibodies, Monoclonal isolation & purification, Capsid isolation & purification, Capsid metabolism, Chromatography, DEAE-Cellulose, Electrophoresis, Polyacrylamide Gel, Endopeptidases, Enzyme-Linked Immunosorbent Assay, Epitopes analysis, HeLa Cells, Humans, Molecular Weight, Neutralization Tests, Peptide Mapping, Adenoviruses, Human immunology, Antibodies, Viral immunology, Antigens, Viral immunology, Capsid immunology, Capsid Proteins
- Abstract
During the entrance of adenovirus type 2 into cells, it has been suggested that the virion undergoes a conformational change. In this investigation, we have further characterized the hypothetical conformational change, which the structural protein hexon undergoes in response to low pH. From pH 5.0 to pH 6.0, the proteolytic enzyme dispase cleaved the hexon into a few distinct fragments with a dominating low-molecular-weight fragment with a molecular weight of 15,000 (15K peptide), whereas between pH 6.5 and pH 8.0, the cleavage of the hexon was negligible. The degradation of the hexon with dispase at low pH was not due to an increased activity or alteration of the active site of dispase at low pH. The 15K fragment was identified as a segment of the N-terminal part of the hexon polypeptide beginning at amino acid residue 5. An immune serum produced in response to acid-treated and glutaraldehyde-fixed hexons contained a small amount of antibodies directed towards the 15K fragment, as judged by Western immunoblotting. An anti-15K antibody fraction was isolated by affinity chromatography by removing antibodies recognizing the hexon in the alkaline configuration. Such antibodies displayed a higher relative titer at pH 5.0 than at pH 7.5 in an enzyme-linked immunosorbent assay. The isolated antibodies showed a specific neutralizing capacity five times higher than that of the corresponding unfractionated polyclonal anti-hexon serum; however, the neutralizing ability was independent of pH. The neutralization of adenovirus type 2 infection by the isolated anti-15K antibodies implies that the N-terminal end of the hexon may play a critical role in the early steps of the virion-cell interaction.
- Published
- 1990
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