32 results on '"Gruber CC"'
Search Results
2. Cavity-Based Discovery of New Fatty Acid Photodecarboxylases.
- Author
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Simić S, Cespugli M, Hetmann MC, Kahler U, Jurkaš V, Di Giacomo M, Russo ME, Marzocchella A, Gruber CC, Nestl BM, Winkler CK, and Kroutil W
- Abstract
Light-dependent fatty acid photodecarboxylases (FAPs) hold significant potential for biotechnology, due to their capability to produce alka(e)nes directly from the corresponding (un)saturated natural fatty acids requiring light as the only reagent. This study expands the family of FAPs through cavity-based enzyme discovery methods. Thirty enzyme candidates with potential photodecarboxylation activity were identified by matching the cavities of four related template structures against the Protein Data Bank's flavoproteins, a library of proteins identified via the Foldseek Search Server, and homology models of sequences resulting from BLAST. Subsequent docking experiments narrowed this library to ten promising enzymes, which were expressed and assessed in vitro, identifying four photodecarboxylases. Out of these enzymes, the GMC oxidoreductase from Coccomyxa sp. Obi (CoFAP) was characterized in detail, which revealed high activity in the decarboxylation reactions of palmitic acid and octanoic acid and a broad pH tolerance (pH 6.5-9.5)., (© 2024 Wiley‐VCH GmbH.)
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- 2024
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3. CavitOmiX Drug Discovery: Engineering Antivirals with Enhanced Spectrum and Reduced Side Effects for Arboviral Diseases.
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Parigger L, Krassnigg A, Hetmann M, Hofmann A, Gruber K, Steinkellner G, and Gruber CC
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- Humans, Chikungunya virus drug effects, Drug Repositioning, Binding Sites, Animals, Viral Nonstructural Proteins antagonists & inhibitors, Viral Nonstructural Proteins metabolism, Arboviruses drug effects, Antiviral Agents pharmacology, Antiviral Agents chemistry, Antiviral Agents therapeutic use, Drug Discovery, Arbovirus Infections
- Abstract
Advancing climate change increases the risk of future infectious disease outbreaks, particularly of zoonotic diseases, by affecting the abundance and spread of viral vectors. Concerningly, there are currently no approved drugs for some relevant diseases, such as the arboviral diseases chikungunya, dengue or zika. The development of novel inhibitors takes 10-15 years to reach the market and faces critical challenges in preclinical and clinical trials, with approximately 30% of trials failing due to side effects. As an early response to emerging infectious diseases, CavitOmiX allows for a rapid computational screening of databases containing 3D point-clouds representing binding sites of approved drugs to identify candidates for off-label use. This process, known as drug repurposing, reduces the time and cost of regulatory approval. Here, we present potential approved drug candidates for off-label use, targeting the ADP-ribose binding site of Alphavirus chikungunya non-structural protein 3. Additionally, we demonstrate a novel in silico drug design approach, considering potential side effects at the earliest stages of drug development. We use a genetic algorithm to iteratively refine potential inhibitors for (i) reduced off-target activity and (ii) improved binding to different viral variants or across related viral species, to provide broad-spectrum and safe antivirals for the future.
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- 2024
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4. Folding the human proteome using BioNeMo: A fused dataset of structural models for machine learning purposes.
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Hetmann M, Parigger L, Sirelkhatim H, Stern A, Krassnigg A, Gruber K, Steinkellner G, Ruau D, and Gruber CC
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- Humans, Protein Folding, Databases, Protein, Protein Conformation, Models, Molecular, Proteome, Machine Learning
- Abstract
Human proteins are crucial players in both health and disease. Understanding their molecular landscape is a central topic in biological research. Here, we present an extensive dataset of predicted protein structures for 42,042 distinct human proteins, including splicing variants, derived from the UniProt reference proteome UP000005640. To ensure high quality and comparability, the dataset was generated by combining state-of-the-art modeling-tools AlphaFold 2, OpenFold, and ESMFold, provided within NVIDIA's BioNeMo platform, as well as homology modeling using Innophore's CavitomiX platform. Our dataset is offered in both unedited and edited formats for diverse research requirements. The unedited version contains structures as generated by the different prediction methods, whereas the edited version contains refinements, including a dataset of structures without low prediction-confidence regions and structures in complex with predicted ligands based on homologs in the PDB. We are confident that this dataset represents the most comprehensive collection of human protein structures available today, facilitating diverse applications such as structure-based drug design and the prediction of protein function and interactions., (© 2024. The Author(s).)
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- 2024
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5. AI-assisted structural consensus-proteome prediction of human monkeypox viruses isolated within a year after the 2022 multi-country outbreak.
- Author
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Parigger L, Krassnigg A, Grabuschnig S, Gruber K, Steinkellner G, and Gruber CC
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- Humans, Consensus, Disease Outbreaks, Artificial Intelligence, Monkeypox virus genetics, Proteome
- Abstract
Importance: The 2022 outbreak of the monkeypox virus already involves, by April 2023, 110 countries with 86,956 confirmed cases and 119 deaths. Understanding an emerging disease on a molecular level is essential to study infection processes and eventually guide drug discovery at an early stage. To support this, we provide the so far most comprehensive structural proteome of the monkeypox virus, which includes 210 structural models, each computed with three state-of-the-art structure prediction methods. Instead of building on a single-genome sequence, we generated our models from a consensus of 3,713 high-quality genome sequences sampled from patients within 1 year of the outbreak. Therefore, we present an average structural proteome of the currently isolated viruses, including mutational analyses with a special focus on drug-binding sites. Continuing dynamic mutation monitoring within the structural proteome presented here is essential to timely predict possible physiological changes in the evolving virus., Competing Interests: L.P., S.G., and A.K. report working for Innophore. K.G., G.S., C.G. report being shareholders of Innophore, an enzyme and drug discovery company. Additionally, G.S. and C.G. report being managing directors of Innophore. The research described here is scientifically and financially independent of the efforts in any of the abovementioned companies and open science.
- Published
- 2023
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6. Identification and validation of fusidic acid and flufenamic acid as inhibitors of SARS-CoV-2 replication using DrugSolver CavitomiX.
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Hetmann M, Langner C, Durmaz V, Cespugli M, Köchl K, Krassnigg A, Blaschitz K, Groiss S, Loibner M, Ruau D, Zatloukal K, Gruber K, Steinkellner G, and Gruber CC
- Subjects
- Humans, Acetylcholinesterase, Flufenamic Acid pharmacology, SARS-CoV-2, Peptide Hydrolases, Papain, Fusidic Acid pharmacology, COVID-19
- Abstract
In this work, we present DrugSolver CavitomiX, a novel computational pipeline for drug repurposing and identifying ligands and inhibitors of target enzymes. The pipeline is based on cavity point clouds representing physico-chemical properties of the cavity induced solely by the protein. To test the pipeline's ability to identify inhibitors, we chose enzymes essential for SARS-CoV-2 replication as a test system. The active-site cavities of the viral enzymes main protease (M
pro ) and papain-like protease (Plpro ), as well as of the human transmembrane serine protease 2 (TMPRSS2), were selected as target cavities. Using active-site point-cloud comparisons, it was possible to identify two compounds-flufenamic acid and fusidic acid-which show strong inhibition of viral replication. The complexes from which fusidic acid and flufenamic acid were derived would not have been identified using classical sequence- and structure-based methods as they show very little structural (TM-score: 0.1 and 0.09, respectively) and very low sequence (~ 5%) identity to Mpro and TMPRSS2, respectively. Furthermore, a cavity-based off-target screening was performed using acetylcholinesterase (AChE) as an example. Using cavity comparisons, the human carboxylesterase was successfully identified, which is a described off-target for AChE inhibitors., (© 2023. The Author(s).)- Published
- 2023
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7. Optimizing variant-specific therapeutic SARS-CoV-2 decoys using deep-learning-guided molecular dynamics simulations.
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Köchl K, Schopper T, Durmaz V, Parigger L, Singh A, Krassnigg A, Cespugli M, Wu W, Yang X, Zhang Y, Wang WW, Selluski C, Zhao T, Zhang X, Bai C, Lin L, Hu Y, Xie Z, Zhang Z, Yan J, Zatloukal K, Gruber K, Steinkellner G, and Gruber CC
- Subjects
- Animals, Cricetinae, SARS-CoV-2, Angiotensin-Converting Enzyme 2, Cricetulus, Molecular Dynamics Simulation, Protein Binding, COVID-19, Deep Learning
- Abstract
Treatment of COVID-19 with a soluble version of ACE2 that binds to SARS-CoV-2 virions before they enter host cells is a promising approach, however it needs to be optimized and adapted to emerging viral variants. The computational workflow presented here consists of molecular dynamics simulations for spike RBD-hACE2 binding affinity assessments of multiple spike RBD/hACE2 variants and a novel convolutional neural network architecture working on pairs of voxelized force-fields for efficient search-space reduction. We identified hACE2-Fc K31W and multi-mutation variants as high-affinity candidates, which we validated in vitro with virus neutralization assays. We evaluated binding affinities of these ACE2 variants with the RBDs of Omicron BA.3, Omicron BA.4/BA.5, and Omicron BA.2.75 in silico. In addition, candidates produced in Nicotiana benthamiana, an expression organism for potential large-scale production, showed a 4.6-fold reduction in half-maximal inhibitory concentration (IC
50 ) compared with the same variant produced in CHO cells and an almost six-fold IC50 reduction compared with wild-type hACE2-Fc., (© 2023. The Author(s).)- Published
- 2023
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8. Recent changes in the mutational dynamics of the SARS-CoV-2 main protease substantiate the danger of emerging resistance to antiviral drugs.
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Parigger L, Krassnigg A, Schopper T, Singh A, Tappler K, Köchl K, Hetmann M, Gruber K, Steinkellner G, and Gruber CC
- Abstract
Introduction: The current coronavirus pandemic is being combated worldwide by nontherapeutic measures and massive vaccination programs. Nevertheless, therapeutic options such as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) main-protease (M
pro ) inhibitors are essential due to the ongoing evolution toward escape from natural or induced immunity. While antiviral strategies are vulnerable to the effects of viral mutation, the relatively conserved Mpro makes an attractive drug target: Nirmatrelvir, an antiviral targeting its active site, has been authorized for conditional or emergency use in several countries since December 2021, and a number of other inhibitors are under clinical evaluation. We analyzed recent SARS-CoV-2 genomic data, since early detection of potential resistances supports a timely counteraction in drug development and deployment, and discovered accelerated mutational dynamics of Mpro since early December 2021., Methods: We performed a comparative analysis of 10.5 million SARS-CoV-2 genome sequences available by June 2022 at GISAID to the NCBI reference genome sequence NC_045512.2. Amino-acid exchanges within high-quality regions in 69,878 unique Mpro sequences were identified and time- and in-depth sequence analyses including a structural representation of mutational dynamics were performed using in-house software., Results: The analysis showed a significant recent event of mutational dynamics in Mpro . We report a remarkable increase in mutational variability in an eight-residue long consecutive region (R188-G195) near the active site since December 2021., Discussion: The increased mutational variability in close proximity to an antiviral-drug binding site as described herein may suggest the onset of the development of antiviral resistance. This emerging diversity urgently needs to be further monitored and considered in ongoing drug development and lead optimization., Competing Interests: LP, AK, TS, MH, KK, and AS report working for Innophore. KG, GS, and CG report being shareholders of Innophore GmbH, an enzyme and drug discovery company. Additionally, GS and CG report being managing directors of Innophore. The research described here is scientifically and financially independent of the efforts in the above-mentioned company Innophore and open science. The remaining author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Parigger, Krassnigg, Schopper, Singh, Tappler, Köchl, Hetmann, Gruber, Steinkellner and Gruber.)- Published
- 2022
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9. Structural bioinformatics analysis of SARS-CoV-2 variants reveals higher hACE2 receptor binding affinity for Omicron B.1.1.529 spike RBD compared to wild type reference.
- Author
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Durmaz V, Köchl K, Krassnigg A, Parigger L, Hetmann M, Singh A, Nutz D, Korsunsky A, Kahler U, König C, Chang L, Krebs M, Bassetto R, Pavkov-Keller T, Resch V, Gruber K, Steinkellner G, and Gruber CC
- Subjects
- Angiotensin-Converting Enzyme 2 genetics, COVID-19, Computational Biology, Humans, Pandemics, Peptidyl-Dipeptidase A metabolism, Protein Binding, Receptors, Virus metabolism, Angiotensin-Converting Enzyme 2 metabolism, SARS-CoV-2 genetics, Spike Glycoprotein, Coronavirus genetics, Spike Glycoprotein, Coronavirus metabolism
- Abstract
To date, more than 263 million people have been infected with SARS-CoV-2 during the COVID-19 pandemic. In many countries, the global spread occurred in multiple pandemic waves characterized by the emergence of new SARS-CoV-2 variants. Here we report a sequence and structural-bioinformatics analysis to estimate the effects of amino acid substitutions on the affinity of the SARS-CoV-2 spike receptor binding domain (RBD) to the human receptor hACE2. This is done through qualitative electrostatics and hydrophobicity analysis as well as molecular dynamics simulations used to develop a high-precision empirical scoring function (ESF) closely related to the linear interaction energy method and calibrated on a large set of experimental binding energies. For the latest variant of concern (VOC), B.1.1.529 Omicron, our Halo difference point cloud studies reveal the largest impact on the RBD binding interface compared to all other VOC. Moreover, according to our ESF model, Omicron achieves a much higher ACE2 binding affinity than the wild type and, in particular, the highest among all VOCs except Alpha and thus requires special attention and monitoring., (© 2022. The Author(s).)
- Published
- 2022
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10. Structural basis for inhibition of the AAA-ATPase Drg1 by diazaborine.
- Author
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Prattes M, Grishkovskaya I, Hodirnau VV, Rössler I, Klein I, Hetzmannseder C, Zisser G, Gruber CC, Gruber K, Haselbach D, and Bergler H
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- AAA Domain, ATPases Associated with Diverse Cellular Activities antagonists & inhibitors, ATPases Associated with Diverse Cellular Activities genetics, ATPases Associated with Diverse Cellular Activities metabolism, Adenosine Triphosphatases antagonists & inhibitors, Adenosine Triphosphatases genetics, Adenosine Triphosphatases metabolism, Binding Sites, Boron Compounds pharmacology, Drug Resistance genetics, Enzyme Activation drug effects, Enzyme Activation genetics, Mutation, Nucleotides chemistry, Saccharomyces cerevisiae Proteins antagonists & inhibitors, Saccharomyces cerevisiae Proteins genetics, Saccharomyces cerevisiae Proteins metabolism, ATPases Associated with Diverse Cellular Activities chemistry, Adenosine Triphosphatases chemistry, Boron Compounds chemistry, Saccharomyces cerevisiae Proteins chemistry
- Abstract
The hexameric AAA-ATPase Drg1 is a key factor in eukaryotic ribosome biogenesis and initiates cytoplasmic maturation of the large ribosomal subunit by releasing the shuttling maturation factor Rlp24. Drg1 monomers contain two AAA-domains (D1 and D2) that act in a concerted manner. Rlp24 release is inhibited by the drug diazaborine which blocks ATP hydrolysis in D2. The mode of inhibition was unknown. Here we show the first cryo-EM structure of Drg1 revealing the inhibitory mechanism. Diazaborine forms a covalent bond to the 2'-OH of the nucleotide in D2, explaining its specificity for this site. As a consequence, the D2 domain is locked in a rigid, inactive state, stalling the whole Drg1 hexamer. Resistance mechanisms identified include abolished drug binding and altered positioning of the nucleotide. Our results suggest nucleotide-modifying compounds as potential novel inhibitors for AAA-ATPases.
- Published
- 2021
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11. Serine 477 plays a crucial role in the interaction of the SARS-CoV-2 spike protein with the human receptor ACE2.
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Singh A, Steinkellner G, Köchl K, Gruber K, and Gruber CC
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- Angiotensin-Converting Enzyme 2 chemistry, Humans, Structure-Activity Relationship, Angiotensin-Converting Enzyme 2 metabolism, Molecular Dynamics Simulation, Spike Glycoprotein, Coronavirus chemistry, Spike Glycoprotein, Coronavirus metabolism
- Abstract
Since the worldwide outbreak of the infectious disease COVID-19, several studies have been published to understand the structural mechanism of the novel coronavirus SARS-CoV-2. During the infection process, the SARS-CoV-2 spike (S) protein plays a crucial role in the receptor recognition and cell membrane fusion process by interacting with the human angiotensin-converting enzyme 2 (hACE2) receptor. However, new variants of these spike proteins emerge as the virus passes through the disease reservoir. This poses a major challenge for designing a potent antigen for an effective immune response against the spike protein. Through a normal mode analysis (NMA) we identified the highly flexible region in the receptor binding domain (RBD) of SARS-CoV-2, starting from residue 475 up to residue 485. Structurally, the position S477 shows the highest flexibility among them. At the same time, S477 is hitherto the most frequently exchanged amino acid residue in the RBDs of SARS-CoV-2 mutants. Therefore, using MD simulations, we have investigated the role of S477 and its two frequent mutations (S477G and S477N) at the RBD during the binding to hACE2. We found that the amino acid exchanges S477G and S477N strengthen the binding of the SARS-COV-2 spike with the hACE2 receptor.
- Published
- 2021
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12. Degradation of the Escherichia coli Essential Proteins DapB and Dxr Results in Oxidative Stress, which Contributes to Lethality through Incomplete Base Excision Repair.
- Author
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Gruber CC, Babu VMP, Livingston K, Joisher H, and Walker GC
- Subjects
- 8-Hydroxy-2'-Deoxyguanosine metabolism, 8-Hydroxy-2'-Deoxyguanosine pharmacology, Anti-Bacterial Agents pharmacology, DNA Damage, Nucleotides metabolism, Pyrophosphatases metabolism, Reactive Oxygen Species metabolism, DNA Repair genetics, DNA Repair physiology, Escherichia coli genetics, Escherichia coli metabolism, Escherichia coli Proteins genetics, Escherichia coli Proteins metabolism, Oxidative Stress genetics, Oxidative Stress physiology
- Abstract
Various lethal stresses, including bactericidal antibiotics, can trigger the production of reactive oxygen species (ROS) that contribute to killing. Incomplete base excision repair (BER) of oxidized nucleotides, especially 8-oxo-dG, has been identified as a major component of ROS-induced lethality. However, the relative contributions of this pathway to death vary widely between stresses, due in part to poorly understood complex differences in the physiological changes caused by these stresses. To identify new lethal stresses that kill cells through this pathway, we screened an essential protein degradation library and found that depletion of either DapB or Dxr leads to cell death through incomplete BER; the contribution of this pathway to overall cell death is greater for DapB than for Dxr. Depletion of either protein generates oxidative stress, which increases incorporation of 8-oxo-dG into the genome. This oxidative stress is causally related to cell death, as plating on an antioxidant provided a protective effect. Moreover, incomplete BER was central to this cell death, as mutants lacking the key BER DNA glycosylases MutM and MutY were less susceptible, while overexpression of the nucleotide sanitizer MutT, which degrades 8-oxo-dGTP to prevent its incorporation, was protective. RNA sequencing of cells depleted of these proteins revealed widely different transcriptional responses to these stresses. Our discovery that oxidative stress-induced incomplete BER is highly dependent on the exact physiological changes that the cell experiences helps explain the past confusion that arose concerning the role of ROS in antibiotic lethality. IMPORTANCE Bacterial cell death is a poorly understood process. The generation of reactive oxygen species (ROS) is an apparently common response to challenges by a wide variety of lethal stresses, including bactericidal antibiotics. Incomplete BER of nucleotides damaged by these ROS, especially 8-oxo-dG, is a significant contributing factor to this lethality, but the levels of its contribution vary widely between different lethal stresses. A better understanding of the conditions that cause cells to die because of incomplete BER may lead to improved strategies for targeting this mode of death as an adjunct to antimicrobial therapy.
- Published
- 2021
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13. Incomplete base excision repair contributes to cell death from antibiotics and other stresses.
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Gruber CC and Walker GC
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- Animals, Anti-Bacterial Agents toxicity, DNA metabolism, Eukaryota drug effects, Eukaryota genetics, Eukaryota metabolism, Humans, Oxidative Stress, Anti-Bacterial Agents pharmacology, Cell Death drug effects, DNA Damage, DNA Repair, Reactive Oxygen Species metabolism
- Abstract
Numerous lethal stresses in bacteria including antibiotics, thymineless death, and MalE-LacZ expression trigger an increase in the production of reactive oxygen species. This results in the oxidation of the nucleotide pool by radicals produced by Fenton chemistry. Following the incorporation of these oxidized nucleotides into the genome, the cell's unsuccessful attempt to repair these lesions through base excision repair (BER) contributes causally to the lethality of these stresses. We review the evidence for this phenomenon of incomplete BER-mediated cell death and discuss how better understanding this pathway could contribute to the development of new antibiotics., (Copyright © 2018 Elsevier B.V. All rights reserved.)
- Published
- 2018
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14. The QseG Lipoprotein Impacts the Virulence of Enterohemorrhagic Escherichia coli and Citrobacter rodentium and Regulates Flagellar Phase Variation in Salmonella enterica Serovar Typhimurium.
- Author
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Cameron EA, Gruber CC, Ritchie JM, Waldor MK, and Sperandio V
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- Animals, Bacterial Outer Membrane Proteins genetics, Escherichia coli Infections microbiology, Escherichia coli Proteins genetics, Flagellin biosynthesis, Gene Expression Regulation, Bacterial, Mice, Mutation, Promoter Regions, Genetic, Protein Binding, Rabbits, Sequence Deletion, Transcription, Genetic, Virulence, Bacterial Outer Membrane Proteins metabolism, Citrobacter rodentium physiology, Enterohemorrhagic Escherichia coli physiology, Escherichia coli Proteins metabolism, Flagella physiology, Salmonella typhimurium physiology
- Abstract
The QseEF histidine kinase/response regulator system modulates expression of enterohemorrhagic Escherichia coli (EHEC) and Salmonella enterica serovar Typhimurium virulence genes in response to the host neurotransmitters epinephrine and norepinephrine. qseG , which encodes an outer membrane lipoprotein, is cotranscribed with qseEF in these enteric pathogens, but there is little knowledge of its role in virulence. Here, we found that in EHEC QseG interacts with the type III secretion system (T3SS) gate protein SepL and modulates the kinetics of attaching and effacing (AE) lesion formation on tissue-cultured cells. Moreover, an EHEC Δ qseG mutant had reduced intestinal colonization in an infant rabbit model. Additionally, in Citrobacter rodentium , an AE lesion-forming pathogen like EHEC, QseG is required for full virulence in a mouse model. In S Typhimurium, we found that QseG regulates the phase switch between the two flagellin types, FliC and FljB. In an S Typhimurium Δ qseG mutant, the phase-variable promoter for fljB is preferentially switched into the "on" position, leading to overproduction of this phase two flagellin. In infection of tissue-cultured cells, the S Typhimurium Δ qseG mutant provokes increased inflammatory cytokine production versus the wild type; in vivo , in a murine infection model, the Δ qseG strain caused a more severe inflammatory response and was attenuated versus the wild-type strain. Collectively, our findings demonstrate that QseG is important for full virulence in several enteric pathogens and controls flagellar phase variation in S Typhimurium, and they highlight both the complexity and conservation of the regulatory networks that control the virulence of enteric pathogens., (Copyright © 2018 American Society for Microbiology.)
- Published
- 2018
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15. Lethality of MalE-LacZ hybrid protein shares mechanistic attributes with oxidative component of antibiotic lethality.
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Takahashi N, Gruber CC, Yang JH, Liu X, Braff D, Yashaswini CN, Bhubhanil S, Furuta Y, Andreescu S, Collins JJ, and Walker GC
- Abstract
Downstream metabolic events can contribute to the lethality of drugs or agents that interact with a primary cellular target. In bacteria, the production of reactive oxygen species (ROS) has been associated with the lethal effects of a variety of stresses including bactericidal antibiotics, but the relative contribution of this oxidative component to cell death depends on a variety of factors. Experimental evidence has suggested that unresolvable DNA problems caused by incorporation of oxidized nucleotides into nascent DNA followed by incomplete base excision repair contribute to the ROS-dependent component of antibiotic lethality. Expression of the chimeric periplasmic-cytoplasmic MalE-LacZ
72-47 protein is an historically important lethal stress originally identified during seminal genetic experiments that defined the SecY-dependent protein translocation system. Multiple, independent lines of evidence presented here indicate that the predominant mechanism for MalE-LacZ lethality shares attributes with the ROS-dependent component of antibiotic lethality. MalE-LacZ lethality requires molecular oxygen, and its expression induces ROS production. The increased susceptibility of mutants sensitive to oxidative stress to MalE-LacZ lethality indicates that ROS contribute causally to cell death rather than simply being produced by dying cells. Observations that support the proposed mechanism of cell death include MalE-LacZ expression being bacteriostatic rather than bactericidal in cells that overexpress MutT, a nucleotide sanitizer that hydrolyzes 8-oxo-dGTP to the monophosphate, or that lack MutM and MutY, DNA glycosylases that process base pairs involving 8-oxo-dGTP. Our studies suggest stress-induced physiological changes that favor this mode of ROS-dependent death., Competing Interests: Conflict of interest statement: J.J.C. is a scientific cofounder and Scientific Advisory Board chair of EnBiotix, Inc., a start-up focused on antibiotic development.- Published
- 2017
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16. C21orf57 is a human homologue of bacterial YbeY proteins.
- Author
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Ghosal A, Köhrer C, Babu VMP, Yamanaka K, Davies BW, Jacob AI, Ferullo DJ, Gruber CC, Vercruysse M, and Walker GC
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- Amino Acid Sequence, Base Sequence, Conserved Sequence genetics, Molecular Sequence Data, Chloroplasts chemistry, Chloroplasts genetics, Escherichia coli Proteins chemistry, Escherichia coli Proteins genetics, Evolution, Molecular, Metalloproteins chemistry, Metalloproteins genetics, Ribonucleases chemistry, Ribonucleases genetics, Sequence Homology, Amino Acid
- Abstract
The product of the human C21orf57 (huYBEY) gene is predicted to be a homologue of the highly conserved YbeY proteins found in nearly all bacteria. We show that, like its bacterial and chloroplast counterparts, the HuYbeY protein is an RNase and that it retains sufficient function in common with bacterial YbeY proteins to partially suppress numerous aspects of the complex phenotype of an Escherichia coli ΔybeY mutant. Expression of HuYbeY in Saccharomyces cerevisiae, which lacks a YbeY homologue, results in a severe growth phenotype. This observation suggests that the function of HuYbeY in human cells is likely regulated through specific interactions with partner proteins similarly to the way YbeY is regulated in bacteria., (Copyright © 2017 Elsevier Inc. All rights reserved.)
- Published
- 2017
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17. Crystal structure of the Saccharomyces cerevisiae monoglyceride lipase Yju3p.
- Author
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Aschauer P, Rengachari S, Lichtenegger J, Schittmayer M, Das KM, Mayer N, Breinbauer R, Birner-Gruenberger R, Gruber CC, Zimmermann R, Gruber K, and Oberer M
- Subjects
- Binding Sites, Catalysis, Cloning, Molecular, Crystallization, Hydrolysis, Molecular Dynamics Simulation, Monoacylglycerol Lipases genetics, Monoacylglycerol Lipases metabolism, Monoglycerides metabolism, Mutagenesis, Site-Directed, Mutation, Protein Binding, Protein Conformation, Recombinant Proteins chemistry, Recombinant Proteins metabolism, Saccharomyces cerevisiae Proteins genetics, Saccharomyces cerevisiae Proteins metabolism, Structure-Activity Relationship, Substrate Specificity, Monoacylglycerol Lipases chemistry, Monoglycerides chemistry, Saccharomyces cerevisiae Proteins chemistry
- Abstract
Monoglyceride lipases (MGLs) are a group of α/β-hydrolases that catalyze the hydrolysis of monoglycerides (MGs) into free fatty acids and glycerol. This reaction serves different physiological functions, namely in the last step of phospholipid and triglyceride degradation, in mammalian endocannabinoid and arachidonic acid metabolism, and in detoxification processes in microbes. Previous crystal structures of MGLs from humans and bacteria revealed conformational plasticity in the cap region of this protein and gave insight into substrate binding. In this study, we present the structure of a MGL from Saccharomyces cerevisiae called Yju3p in its free form and in complex with a covalently bound substrate analog mimicking the tetrahedral intermediate of MG hydrolysis. These structures reveal a high conservation of the overall shape of the MGL cap region and also provide evidence for conformational changes in the cap of Yju3p. The complex structure reveals that, despite the high structural similarity, Yju3p seems to have an additional opening to the substrate binding pocket at a different position compared to human and bacterial MGL. Substrate specificities towards MGs with saturated and unsaturated alkyl chains of different lengths were tested and revealed highest activity towards MG containing a C18:1 fatty acid., (Copyright © 2016 The Authors. Published by Elsevier B.V. All rights reserved.)
- Published
- 2016
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18. Global analysis of posttranscriptional regulation by GlmY and GlmZ in enterohemorrhagic Escherichia coli O157:H7.
- Author
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Gruber CC and Sperandio V
- Subjects
- Adhesins, Bacterial biosynthesis, Bacterial Adhesion genetics, Bacterial Proteins biosynthesis, Bacterial Proteins genetics, Bacterial Secretion Systems, Cell Line, Tumor, Escherichia coli O157 genetics, Escherichia coli O157 immunology, Escherichia coli Proteins biosynthesis, Fimbriae, Bacterial genetics, Fimbriae, Bacterial metabolism, HeLa Cells, Hemolytic-Uremic Syndrome microbiology, Humans, Microarray Analysis, Phosphoproteins biosynthesis, RNA, Small Untranslated genetics, Tryptophan metabolism, Urease biosynthesis, Virulence genetics, Virulence Factors biosynthesis, Escherichia coli O157 pathogenicity, Escherichia coli Proteins genetics, Gene Expression Regulation, Bacterial genetics, Phosphoproteins genetics, RNA Processing, Post-Transcriptional genetics, RNA, Small Untranslated metabolism
- Abstract
Enterohemorrhagic Escherichia coli (EHEC) is a significant human pathogen and is the cause of bloody diarrhea and hemolytic-uremic syndrome. The virulence repertoire of EHEC includes the genes within the locus of enterocyte effacement (LEE) that are largely organized in five operons, LEE1 to LEE5, which encode a type III secretion system, several effectors, chaperones, and regulatory proteins. In addition, EHEC also encodes several non-LEE-encoded effectors and fimbrial operons. The virulence genes of this pathogen are under a large amount of posttranscriptional regulation. The small RNAs (sRNAs) GlmY and GlmZ activate the translation of glucosamine synthase (GlmS) in E. coli K-12, and in EHEC they destabilize the 3' fragments of the LEE4 and LEE5 operons and promote translation of the non-LEE-encoded effector EspFu. We investigated the global changes of EHEC gene expression governed by GlmY and GlmZ using RNA sequencing and gene arrays. This study extends the known effects of GlmY and GlmZ regulation to show that they promote expression of the curli adhesin, repress the expression of tryptophan metabolism genes, and promote the expression of acid resistance genes and the non-LEE-encoded effector NleA. In addition, seven novel EHEC-specific sRNAs were identified using RNA sequencing, and three of them--sRNA56, sRNA103, and sRNA350--were shown to regulate urease, fimbria, and the LEE, respectively. These findings expand the knowledge of posttranscriptional regulation in EHEC., (Copyright © 2015, American Society for Microbiology. All Rights Reserved.)
- Published
- 2015
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19. Identification of promiscuous ene-reductase activity by mining structural databases using active site constellations.
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Steinkellner G, Gruber CC, Pavkov-Keller T, Binter A, Steiner K, Winkler C, Lyskowski A, Schwamberger O, Oberer M, Schwab H, Faber K, Macheroux P, and Gruber K
- Subjects
- Bacterial Proteins genetics, Catalysis, Catalytic Domain, Crystallography, X-Ray, Databases, Protein, Kinetics, Models, Molecular, Oxidoreductases genetics, Protein Conformation, Thermus thermophilus chemistry, Thermus thermophilus genetics, Bacterial Proteins chemistry, Bacterial Proteins metabolism, Oxidoreductases chemistry, Oxidoreductases metabolism, Thermus thermophilus enzymology
- Abstract
The exploitation of catalytic promiscuity and the application of de novo design have recently opened the access to novel, non-natural enzymatic activities. Here we describe a structural bioinformatic method for predicting catalytic activities of enzymes based on three-dimensional constellations of functional groups in active sites ('catalophores'). As a proof-of-concept we identify two enzymes with predicted promiscuous ene-reductase activity (reduction of activated C-C double bonds) and compare them with known ene-reductases, that is, members of the Old Yellow Enzyme family. Despite completely different amino acid sequences, overall structures and protein folds, high-resolution crystal structures reveal equivalent binding modes of typical Old Yellow Enzyme substrates and ligands. Biochemical and biocatalytic data show that the two enzymes indeed possess ene-reductase activity and reveal an inverted stereopreference compared with Old Yellow Enzymes for some substrates. This method could thus be a tool for the identification of viable starting points for the development and engineering of novel biocatalysts.
- Published
- 2014
- Full Text
- View/download PDF
20. Posttranscriptional control of microbe-induced rearrangement of host cell actin.
- Author
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Gruber CC and Sperandio V
- Subjects
- Animals, Enterocytes microbiology, Enterohemorrhagic Escherichia coli metabolism, Humans, RNA, Small Untranslated metabolism, Actins metabolism, Bacterial Adhesion, Enterohemorrhagic Escherichia coli genetics, Gene Expression Regulation, Bacterial, RNA Processing, Post-Transcriptional, RNA Stability, RNA, Small Untranslated genetics
- Abstract
Unlabelled: Remodeling of the host cytoskeleton is a common strategy employed by bacterial pathogens. Although there is vigorous investigation of the cell biology underlying these bacterially mediated cytoskeleton modifications, knowledge of the plasticity and dynamics of the bacterial signaling networks that regulate the expression of genes necessary for these phenotypes is lacking. Enterohemorrhagic Escherichia coli attaches to enterocytes, forming pedestal-like structures. Pedestal formation requires the expression of the locus-of-enterocyte-effacement (LEE) and espFu genes. The LEE encodes a molecular syringe, a type III secretion system (T3SS) used by pathogens to translocate effectors such as EspFu into the host cell. By using a combination of genetic, biochemical, and cell biology approaches, we show that pedestal formation relies on posttranscriptional regulation by two small RNAs (sRNAs), GlmY and GlmZ. The GlmY and GlmZ sRNAs are unique; they have extensive secondary structures and work in concert. Although these sRNAs may offer unique insights into RNA and posttranscriptional biology, thus far, only one target and one mechanism of action (exposure of the ribosome binding site from the glmS gene to promote its translation) has been described. Here we uncovered new targets and two different molecular mechanisms of action of these sRNAs. In the case of EspFu expression, they promote translation by cleavage of the transcript, while in regard to the LEE, they promote destabilization of the mRNA. Our findings reveal that two unique sRNAs act in concert through different molecular mechanisms to coordinate bacterial attachment to mammalian cells., Importance: Pathogens evolve by horizontal acquisition of pathogenicity islands. We describe here how two sRNAs, GlmY and GlmZ, involved in cellular metabolism and cellular architecture, through the posttranscriptional control of GlmS (the previously only known target of GlmY and GlmZ), which controls amino sugar synthesis, have been coopted to modulate the expression of virulence. These sRNAs quickly allow for plasticity in gene expression in order for enterohemorrhagic Escherichia coli to fine-tune the expression of its complex type III secretion machinery and its effectors to promote bacterial attachment and subsequent actin rearrangement on host cells. Pedestal formation is a very dynamic process. Many of the genes necessary for pedestal formation are located within the same operon to evolutionarily guarantee that they are inherited together. However, it is worth noting that within these operons, several genes need to yield more proteins than others and that these differences cannot be efficiently regulated at the transcriptional level.
- Published
- 2014
- Full Text
- View/download PDF
21. Fusion of binding domains to Thermobifida cellulosilytica cutinase to tune sorption characteristics and enhancing PET hydrolysis.
- Author
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Ribitsch D, Yebra AO, Zitzenbacher S, Wu J, Nowitsch S, Steinkellner G, Greimel K, Doliska A, Oberdorfer G, Gruber CC, Gruber K, Schwab H, Stana-Kleinschek K, Acero EH, and Guebitz GM
- Subjects
- Adsorption, Binding Sites, Carboxylic Ester Hydrolases chemistry, Carboxylic Ester Hydrolases genetics, Cloning, Molecular, Electrophoresis, Polyacrylamide Gel, Hydrolysis, Models, Molecular, Polyethylene Terephthalates metabolism, Recombinant Fusion Proteins chemistry, Recombinant Fusion Proteins genetics, Actinomycetales enzymology, Carboxylic Ester Hydrolases metabolism, Polyethylene Terephthalates chemistry, Recombinant Fusion Proteins metabolism
- Abstract
A cutinase from Thermomyces cellullosylitica (Thc_Cut1), hydrolyzing the synthetic polymer polyethylene terephthalate (PET), was fused with two different binding modules to improve sorption and thereby hydrolysis. The binding modules were from cellobiohydrolase I from Hypocrea jecorina (CBM) and from a polyhydroxyalkanoate depolymerase from Alcaligenes faecalis (PBM). Although both binding modules have a hydrophobic nature, it was possible to express the proteins in E. coli . Both fusion enzymes and the native one had comparable kcat values in the range of 311 to 342 s(-1) on pNP-butyrate, while the catalytic efficiencies kcat/Km decreased from 0.41 s(-1)/ μM (native enzyme) to 0.21 and 0.33 s(-1)/μM for Thc_Cut1+PBM and Thc_Cut1+CBM, respectively. The fusion enzymes were active both on the insoluble PET model substrate bis(benzoyloxyethyl) terephthalate (3PET) and on PET although the hydrolysis pattern was differed when compared to Thc_Cut1. Enhanced adsorption of the fusion enzymes was visible by chemiluminescence after incubation with a 6xHisTag specific horseradish peroxidase (HRP) labeled probe. Increased adsorption to PET by the fusion enzymes was confirmed with Quarz Crystal Microbalance (QCM-D) analysis and indeed resulted in enhanced hydrolysis activity (3.8× for Thc_Cut1+CBM) on PET, as quantified, based on released mono/oligomers.
- Published
- 2013
- Full Text
- View/download PDF
22. The 2.5 Å structure of the enterococcus conjugation protein TraM resembles VirB8 type IV secretion proteins.
- Author
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Goessweiner-Mohr N, Grumet L, Arends K, Pavkov-Keller T, Gruber CC, Gruber K, Birner-Gruenberger R, Kropec-Huebner A, Huebner J, Grohmann E, and Keller W
- Subjects
- Agrobacterium tumefaciens genetics, Agrobacterium tumefaciens metabolism, Antibodies, Bacterial pharmacology, Bacterial Proteins antagonists & inhibitors, Bacterial Proteins genetics, Bacterial Proteins metabolism, Brucella suis genetics, Brucella suis metabolism, Cell Wall metabolism, Clostridium perfringens genetics, Clostridium perfringens metabolism, Crystallography, X-Ray, Enterococcus faecalis metabolism, Humans, Macrophages drug effects, Macrophages microbiology, Models, Molecular, Phagocytosis drug effects, Protein Multimerization, Protein Structure, Secondary, Protein Transport, Structural Homology, Protein, Virulence Factors antagonists & inhibitors, Virulence Factors genetics, Virulence Factors metabolism, Bacterial Proteins chemistry, Cell Wall genetics, Conjugation, Genetic, Enterococcus faecalis genetics, Plasmids genetics, Virulence Factors chemistry
- Abstract
Conjugative plasmid transfer is the most important means of spreading antibiotic resistance and virulence genes among bacteria and therefore presents a serious threat to human health. The process requires direct cell-cell contact made possible by a multiprotein complex that spans cellular membranes and serves as a channel for macromolecular secretion. Thus far, well studied conjugative type IV secretion systems (T4SS) are of Gram-negative (G-) origin. Although many medically relevant pathogens (e.g., enterococci, staphylococci, and streptococci) are Gram-positive (G+), their conjugation systems have received little attention. This study provides structural information for the transfer protein TraM of the G+ broad host range Enterococcus conjugative plasmid pIP501. Immunolocalization demonstrated that the protein localizes to the cell wall. We then used opsonophagocytosis as a novel tool to verify that TraM was exposed on the cell surface. In these assays, antibodies generated to TraM recruited macrophages and enabled killing of pIP501 harboring Enteroccocus faecalis cells. The crystal structure of the C-terminal, surface-exposed domain of TraM was determined to 2.5 Å resolution. The structure, molecular dynamics, and cross-linking studies indicated that a TraM trimer acts as the biological unit. Despite the absence of sequence-based similarity, TraM unexpectedly displayed a fold similar to the T4SS VirB8 proteins from Agrobacterium tumefaciens and Brucella suis (G-) and to the transfer protein TcpC from Clostridium perfringens plasmid pCW3 (G+). Based on the alignments of secondary structure elements of VirB8-like proteins from mobile genetic elements and chromosomally encoded T4SS from G+ and G- bacteria, we propose a new classification scheme of VirB8-like proteins.
- Published
- 2013
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23. The structure of monoacylglycerol lipase from Bacillus sp. H257 reveals unexpected conservation of the cap architecture between bacterial and human enzymes.
- Author
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Rengachari S, Bezerra GA, Riegler-Berket L, Gruber CC, Sturm C, Taschler U, Boeszoermenyi A, Dreveny I, Zimmermann R, Gruber K, and Oberer M
- Subjects
- Amino Acid Sequence, Bacillus genetics, Bacterial Proteins genetics, Bacterial Proteins metabolism, Catalytic Domain, Cloning, Molecular, Conserved Sequence, Crystallography, X-Ray, Escherichia coli, Humans, Hydrophobic and Hydrophilic Interactions, Molecular Dynamics Simulation, Molecular Sequence Data, Monoacylglycerol Lipases genetics, Monoacylglycerol Lipases metabolism, Monoglycerides metabolism, Protein Structure, Secondary, Recombinant Proteins chemistry, Recombinant Proteins genetics, Recombinant Proteins metabolism, Sequence Alignment, Structural Homology, Protein, Substrate Specificity, Bacillus enzymology, Bacterial Proteins chemistry, Monoacylglycerol Lipases chemistry, Monoglycerides chemistry, Phenylmethylsulfonyl Fluoride chemistry
- Abstract
Monoacylglycerol lipases (MGLs) catalyse the hydrolysis of monoacylglycerol into free fatty acid and glycerol. MGLs have been identified throughout all genera of life and have adopted different substrate specificities depending on their physiological role. In humans, MGL plays an integral part in lipid metabolism affecting energy homeostasis, signalling processes and cancer cell progression. In bacteria, MGLs degrade short-chain monoacylglycerols which are otherwise toxic to the organism. We report the crystal structures of MGL from the bacterium Bacillus sp. H257 (bMGL) in its free form at 1.2Å and in complex with phenylmethylsulfonyl fluoride at 1.8Å resolution. In both structures, bMGL adopts an α/β hydrolase fold with a cap in an open conformation. Access to the active site residues, which were unambiguously identified from the protein structure, is facilitated by two different channels. The larger channel constitutes the highly hydrophobic substrate binding pocket with enough room to accommodate monoacylglycerol. The other channel is rather small and resembles the proposed glycerol exit hole in human MGL. Molecular dynamics simulation of bMGL yielded open and closed states of the entrance channel and the glycerol exit hole. Despite differences in the number of residues, secondary structure elements, and low sequence identity in the cap region, this first structure of a bacterial MGL reveals striking structural conservation of the overall cap architecture in comparison with human MGL. Thus it provides insight into the structural conservation of the cap amongst MGLs throughout evolution and provides a framework for rationalising substrate specificities in each organism., (Copyright © 2012 Elsevier B.V. All rights reserved.)
- Published
- 2012
- Full Text
- View/download PDF
24. Ethanolamine controls expression of genes encoding components involved in interkingdom signaling and virulence in enterohemorrhagic Escherichia coli O157:H7.
- Author
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Kendall MM, Gruber CC, Parker CT, and Sperandio V
- Subjects
- Escherichia coli O157 genetics, Escherichia coli O157 metabolism, Escherichia coli Proteins metabolism, Gastrointestinal Tract metabolism, Gastrointestinal Tract microbiology, Humans, Signal Transduction, Virulence, Escherichia coli Infections metabolism, Escherichia coli Infections microbiology, Escherichia coli O157 pathogenicity, Escherichia coli Proteins genetics, Ethanolamine metabolism, Gene Expression Regulation, Bacterial
- Abstract
Unlabelled: Bacterial pathogens must be able to both recognize suitable niches within the host for colonization and successfully compete with commensal flora for nutrients in order to establish infection. Ethanolamine (EA) is a major component of mammalian and bacterial membranes and is used by pathogens as a carbon and/or nitrogen source in the gastrointestinal tract. The deadly human pathogen enterohemorrhagic Escherichia coli O157:H7 (EHEC) uses EA in the intestine as a nitrogen source as a competitive advantage for colonization over the microbial flora. Here we show that EA is not only important for nitrogen metabolism but that it is also used as a signaling molecule in cell-to-cell signaling to activate virulence gene expression in EHEC. EA in concentrations that cannot promote growth as a nitrogen source can activate expression of EHEC's repertoire of virulence genes. The EutR transcription factor, known to be the receptor of EA, is only partially responsible for this regulation, suggesting that yet another EA receptor exists. This important link of EA with metabolism, cell-to-cell signaling, and pathogenesis, highlights the fact that a fundamental means of communication within microbial communities relies on energy production and processing of metabolites. Here we show for the first time that bacterial pathogens not only exploit EA as a metabolite but also coopt EA as a signaling molecule to recognize the gastrointestinal environment and promote virulence expression., Importance: In order to successfully cause disease, a pathogen must be able to sense a host environment and modulate expression of its virulence genes as well as compete with the indigenous microbiota for nutrients. Ethanolamine (EA) is present in the large intestine due to the turnover of intestinal cells. Here, we show that the human pathogen Escherichia coli O157:H7, which causes bloody diarrhea and hemolytic-uremic syndrome, regulates virulence gene expression through EA metabolism and by responding to EA as a signal. These findings provide the first information directly linking EA with bacterial pathogenesis.
- Published
- 2012
- Full Text
- View/download PDF
25. Molecular modeling of lipase binding to a substrate-water interface.
- Author
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Gruber CC and Pleiss J
- Subjects
- Binding Sites, Candida enzymology, Hydrophobic and Hydrophilic Interactions, Protein Binding, Protein Conformation, Software, Solvents chemistry, Substrate Specificity, Surface Properties, Water chemistry, Candida chemistry, Fungal Proteins chemistry, Lipase chemistry, Molecular Dynamics Simulation, Triglycerides chemistry
- Abstract
Interactions of lipases with hydrophobic substrate-water interfaces are of great interest to design improved lipase variants and engineer reaction conditions. This chapter describes the necessary steps to carry out molecular dynamics simulations of Candida antarctica lipase B at tributyrin-water interface using the GROMACS simulation software. Special attention is drawn to the preparation of the protein and the substrate-water interface and to the analysis of the obtained trajectory.
- Published
- 2012
- Full Text
- View/download PDF
26. Hfq virulence regulation in enterohemorrhagic Escherichia coli O157:H7 strain 86-24.
- Author
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Kendall MM, Gruber CC, Rasko DA, Hughes DT, and Sperandio V
- Subjects
- Escherichia coli O157 genetics, Escherichia coli Proteins genetics, Host Factor 1 Protein genetics, Phosphoproteins genetics, Phosphoproteins metabolism, Virulence Factors metabolism, Escherichia coli O157 metabolism, Escherichia coli Proteins metabolism, Gene Expression Regulation, Bacterial, Host Factor 1 Protein metabolism, Virulence Factors genetics
- Abstract
Enterohemorrhagic Escherichia coli O157:H7 (EHEC) causes bloody diarrhea and hemolytic-uremic syndrome. EHEC encodes the sRNA chaperone Hfq, which is important in posttranscriptional regulation. In EHEC strain EDL933, Hfq acts as a negative regulator of the locus of enterocyte effacement (LEE), which encodes most of the proteins involved in type III secretion and attaching and effacing (AE) lesions. Here, we deleted hfq in the EHEC strain 86-24 and compared global transcription profiles of the hfq mutant and wild-type (WT) strains in exponential growth phase. Deletion of hfq affected transcription of genes common to nonpathogenic and pathogenic strains of E. coli as well as pathogen-specific genes. Downregulated genes in the hfq mutant included ler, the transcriptional activator of all the LEE genes, as well as genes encoded in the LEE2 to -5 operons. Decreased expression of the LEE genes in the hfq mutant occurred at middle, late, and stationary growth phases. We also confirmed decreased regulation of the LEE genes by examining the proteins secreted and AE lesion formation by the hfq mutant and WT strains. Deletion of hfq also caused decreased expression of the two-component system qseBC, which is involved in interkingdom signaling and virulence gene regulation in EHEC, as well as an increase in expression of stx(2AB), which encodes the deadly Shiga toxin. Altogether, these data indicate that Hfq plays a regulatory role in EHEC 86-24 that is different from what has been reported for EHEC strain EDL933 and that the role of Hfq in EHEC virulence regulation extends beyond the LEE.
- Published
- 2011
- Full Text
- View/download PDF
27. Systematic benchmarking of large molecular dynamics simulations employing GROMACS on massive multiprocessing facilities.
- Author
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Gruber CC and Pleiss J
- Subjects
- Computing Methodologies, Time Factors, Computers economics, Molecular Dynamics Simulation economics, Software
- Abstract
The influence of the total number of cores, the number of cores dedicated to Particle mesh Ewald (PME) calculation and the choice of single vs. double precision on the performance of molecular dynamic (MD) simulations in the size of 70,000 to 1.7 million of atoms was analyzed on three different high-performance computing facilities employing GROMACS 4 by running about 6000 benchmark simulations. Small and medium sized systems scaled linear up to 64 and 128 cores, respectively. Systems with half a million to 1.2 million atoms scaled linear up to 256 cores. The best performance was achieved by dedicating 25% of the total number of cores to PME calculation. Double precision calculations lowered the performance by 30-50%. A database for collecting information about MD simulations and the achieved performance was created and is freely available online and allows the fast estimation of the performance that can be expected in similar environments., (Copyright © 2010 Wiley Periodicals, Inc.)
- Published
- 2011
- Full Text
- View/download PDF
28. Orchestration of concurrent oxidation and reduction cycles for stereoinversion and deracemisation of sec-alcohols.
- Author
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Voss CV, Gruber CC, Faber K, Knaus T, Macheroux P, and Kroutil W
- Subjects
- Alcohol Dehydrogenase chemistry, Alcohols chemical synthesis, Ketones chemistry, Molecular Conformation, NAD chemistry, NADP chemistry, Oxidation-Reduction, Stereoisomerism, Alcohols chemistry
- Abstract
Black and white are opposites as are oxidation and reduction. Performing an oxidation, for example, of a sec-alcohol and a reduction of the corresponding ketone in the same vessel without separation of the reagents seems to be an impossible task. Here we show that oxidative cofactor recycling of NADP (+) and reductive regeneration of NADH can be performed simultaneously in the same compartment without significant interference. Regeneration cycles can be run in opposing directions beside each other enabling one-pot transformation of racemic alcohols to one enantiomer via concurrent enantioselective oxidation and asymmetric reduction employing defined alcohol dehydrogenases with opposite stereo- and cofactor-preference. Thus, by careful selection of appropriate enzymes, NADH recycling can be performed in the presence of NADP (+) recycling to achieve overall, for example, deracemisation of sec-alcohols or stereoinversion representing a possible concept for a "green" equivalent to the chemical-intensive Mitsunobu inversion.
- Published
- 2008
- Full Text
- View/download PDF
29. Deracemization of secondary alcohols through a concurrent tandem biocatalytic oxidation and reduction.
- Author
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Voss CV, Gruber CC, and Kroutil W
- Subjects
- Alcaligenes faecalis cytology, Alcaligenes faecalis metabolism, Alcohol Dehydrogenase metabolism, Catalysis, Kinetics, Molecular Structure, Octanols metabolism, Oxidation-Reduction, Rhodococcus enzymology, Stereoisomerism, Octanols chemistry
- Published
- 2008
- Full Text
- View/download PDF
30. An algorithm for the deconvolution of mass spectroscopic patterns in isotope labeling studies. Evaluation for the hydrogen-deuterium exchange reaction in ketones.
- Author
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Gruber CC, Oberdorfer G, Voss CV, Kremsner JM, Kappe CO, and Kroutil W
- Subjects
- Deuterium chemistry, Hydrogen chemistry, Isotope Labeling, Algorithms, Ketones chemistry, Mass Spectrometry methods
- Abstract
An easy to use computerized algorithm for the determination of the amount of each labeled species differing in the number of incorporated isotope labels based on mass spectroscopic data is described and evaluated. Employing this algorithm, the microwave-assisted synthesis of various alpha-labeled deuterium ketones via hydrogen-deuterium exchange with deuterium oxide was optimized with respect to time, temperature, and degree of labeling. For thermally stable ketones the exchange of alpha-protons was achieved at 180 degrees C within 40-200 min. Compared to reflux conditions, the microwave-assisted protocol led to a reduction of the required reaction time from 75-94 h to 40-200 min. The alpha-labeled deuterium ketones were reduced by biocatalytic hydrogen transfer to the corresponding enantiopure chiral alcohols and the deconvolution algorithm validated by regression analysis of a mixture of labeled and unlabeled ketones/alcohols.
- Published
- 2007
- Full Text
- View/download PDF
31. Emulation of racemase activity by employing a pair of stereocomplementary biocatalysts.
- Author
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Gruber CC, Nestl BM, Gross J, Hildebrandt P, Bornscheuer UT, Faber K, and Kroutil W
- Subjects
- Alcohol Dehydrogenase chemistry, Alcohols chemistry, Bacteria enzymology, Biotransformation, Catalysis, Racemases and Epimerases chemistry, Stereoisomerism, Alcohol Dehydrogenase metabolism, Racemases and Epimerases metabolism
- Abstract
Racemization is the key step to turn a kinetic resolution process into dynamic resolution. A general strategy for racemization under mild reaction conditions by employing stereoselective biocatalysts is presented, in which racemization is achieved by employing a pair of stereocomplementary biocatalysts that reversibly interconvert an sp3 to a sp2 center. The formal interconversion of the enantiomers proceeds via a prochiral sp2 intermediate the formation of which is catalyzed either by two stereocomplementary enzymes or by a single enzyme with low stereoselectivity. By choosing appropriate reaction conditions, the amount of the prochiral intermediate is kept to a minimum. This general strategy, which is applicable to redox enzymes (e.g., by acting on R2CHOH and R2CHNHR groups) and lyase-catalyzed addition-elimination reactions, was proven for the racemization of secondary alcohols by employing alcohol dehydrogenases. Thus, enantiopure chiral alcohols were used as model substrates and were racemized either with highly stereoselective biocatalysts or by using (rarely found) non-selective enzymes.
- Published
- 2007
- Full Text
- View/download PDF
32. Biocatalytic deuterium- and hydrogen-transfer using over-expressed ADH-'A': enhanced stereoselectivity and 2H-labeled chiral alcohols.
- Author
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Edegger K, Gruber CC, Poessl TM, Wallner SR, Lavandera I, Faber K, Niehaus F, Eck J, Oehrlein R, Hafner A, and Kroutil W
- Subjects
- Alcohol Dehydrogenase biosynthesis, Alcohols chemistry, Catalysis, Escherichia coli, Feasibility Studies, Isotope Labeling methods, Molecular Structure, Rhodococcus enzymology, Stereoisomerism, Alcohol Dehydrogenase chemistry, Alcohols chemical synthesis, Deuterium chemistry, Hydrogen chemistry, Ketones chemistry
- Abstract
Employing the over-expressed highly organic solvent tolerant alcohol dehydrogenase ADH-'A' from Rhodococcus ruber DSM 44541, versatile building blocks, which were not accessible by the wild type catalyst, were obtained in > 99% e.e.; furthermore, employing d8-2-propanol as deuterium source, stereoselective biocatalytic deuterium transfer was made feasible to furnish enantiopure deuterium labeled sec-alcohols on a preparative scale employing a single enzyme.
- Published
- 2006
- Full Text
- View/download PDF
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