38 results on '"Beck, David A. C."'
Search Results
2. Mass-Suite: a novel open-source python package for high-resolution mass spectrometry data analysis
- Author
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Hu, Ximin, Mar, Derek, Suzuki, Nozomi, Zhang, Bowei, Peter, Katherine T., Beck, David A. C., and Kolodziej, Edward P.
- Published
- 2023
- Full Text
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3. Physiochemical machine learning models predict operational lifetimes of CH3NH3PbI3 perovskite solar cells.
- Author
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Dunlap-Shohl, Wiley A., Meng, Yuhuan, Sunkari, Preetham P., Beck, David A. C., Meilă, Marina, and Hillhouse, Hugh W.
- Abstract
Halide perovskites are promising photovoltaic (PV) materials with the potential to lower the cost of electricity and greatly expand the penetration of PV if they can demonstrate long-term stability under illumination in the presence of moisture and oxygen. The solar cell service lifetime, as quantified by T
80 (the time required for the power conversion efficiency to drop to 80% of its starting value), for utility, commercial, or residential PV systems needs to be several decades in order to yield low-cost electricity, and thus it is not practical to directly measure it. It would be useful if T80 could be predicted from the initial dynamics of a solar cell's performance, but until now no models have been developed to do so. In this work, we report the development of machine learning models to predict T80 of ITO/NiOx /CH3 NH3 PbI3 /C60 /BCP/Ag solar cells operating at maximum power point under 1-sun equivalent photon flux in air at varying temperatures and relative humidities. Efficiency losses are driven by short-circuit current and fill factor, indicating that photochemical reactions with O2 and H2 O are a major contributor to degradation. Spatial patterns evident from in situ dark field optical microscopy also suggest that the electric field gradient at device edges plays a significant role in perovskite decomposition. Models are trained using a menu of features from three distinct categories: (i) measurements of the initial rates of change of device parameters, (ii) ambient conditions during operation (temperature & partial pressure of H2 O), and (iii) features based on underlying physics and chemistry. We show that a theory-based physiochemical feature derived from a model of the chemical reaction kinetics of the rate of degradation of CH3 NH3 PbI3 is particularly valuable for prediction and was selected as the most dominant feature in the best performing models. With a dataset consisting of 45 degradation experiments with T80 values ranging over a factor of almost 30, the model predicts T80 with an average accuracy of about 40% on samples not used in training. This hybrid ML approach should be effective when applied to other compositions, device architectures, and advanced packaging schemes. [ABSTRACT FROM AUTHOR]- Published
- 2024
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4. Lanthanide-dependent cross-feeding of methane-derived carbon is linked by microbial community interactions
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Krause, Sascha M. B., Johnson, Timothy, Karunaratne, Yasodara Samadhi, Fu, Yanfen, Beck, David A. C., Chistoserdova, Ludmila, and Lidstrom, Mary E.
- Published
- 2017
5. Metabolic crosstalk regulates Porphyromonas gingivalis colonization and virulence during oral polymicrobial infection
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Kuboniwa, Masae, Houser, John R., Hendrickson, Erik L., Wang, Qian, Alghamdi, Samar A., Sakanaka, Akito, Miller, Daniel P., Hutcherson, Justin A., Wang, Tiansong, Beck, David A. C., Whiteley, Marvin, Amano, Atsuo, Wang, Huizhi, Marcotte, Edward M., Hackett, Murray, and Lamont, Richard J.
- Published
- 2017
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6. Efficient 3D Molecular Design with an E(3) Invariant Transformer VAE.
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Dollar, Orion, Joshi, Nisarg, Pfaendtner, Jim, and Beck, David A. C.
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- 2023
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7. A methanotrophic bacterium to enable methane removal for climate mitigation.
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Lian He, Groom, Joseph D., Wilson, Erin H., Fernandez, Janette, Konopka, Michael C., Beck, David A. C., and Lidstrom, Mary E.
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CLIMATE change mitigation ,METHANOTROPHS ,GREENHOUSE gas mitigation ,GAS wells ,MAINTENANCE costs ,AEROBIC metabolism - Abstract
The rapid increase of the potent greenhouse gas methane in the atmosphere creates great urgency to develop and deploy technologies for methane mitigation. One approach to removing methane is to use bacteria for which methane is their carbon and energy source (methanotrophs). Such bacteria naturally convert methane to CO
2 and biomass, a value-added product and a cobenefit of methane removal. Typically, methanotrophs grow best at around 5,000 to 10,000 ppm methane, but methane in the atmosphere is 1.9 ppm. Air above emission sites such as landfills, anaerobic digestor effluents, rice paddy effluents, and oil and gas wells contains elevated methane in the 500 ppm range. If such sites are targeted for methane removal, technology harnessing aerobic methanotroph metabolism has the potential to become economically and environmentally viable. The first step in developing such methane removal technology is to identify methanotrophs with enhanced ability to grow and consume methane at 500 ppm and lower. We report here that some existing methanotrophic strains grow well at 500 ppm methane, and one of them, Methylotuvimicrobium buryatense 5GB1C, consumes such low methane at enhanced rates compared to previously published values. Analyses of bioreactor-based performance and RNAseq-based transcriptomics suggest that this ability to utilize low methane is based at least in part on extremely low non-growth-associated maintenance energy and on high methane specific affinity. This bacterium is a candidate to develop technology for methane removal at emission sites. If appropriately scaled, such technology has the potential to slow global warming by 2050. [ABSTRACT FROM AUTHOR]- Published
- 2023
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8. Multimolecule test-tube simulations of protein unfolding and aggregation
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McCully, Michelle E., Beck, David A. C., and Daggett, Valerie
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- 2012
9. The Intrinsic Conformational Propensities of the 20 Naturally Occurring Amino Acids and Reflection of These Propensities in Proteins
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Beck, David A. C., Alonso, Darwin O. V., Inoyama, Daigo, and Daggett, Valerie
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- 2008
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10. Quick and Accurate Estimates of Mutation Effects on Transition-State Stabilization of Enzymes from Molecular Simulations with Restrained Transition States.
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Burgin, Tucker, Pfaendtner, Jim, and Beck, David A. C.
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- 2022
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11. Multiphyletic origins of methylotrophy in Alphaproteobacteria, exemplified by comparative genomics of Lake Washington isolates
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Beck, David A. C., McTaggart, Tami L., Setboonsarng, Usanisa, Vorobev, Alexey, Goodwin, Lynne, Shapiro, Nicole, Woyke, Tanja, Kalyuzhnaya, Marina G., Lidstrom, Mary E., and Chistoserdova, Ludmila
- Published
- 2015
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12. Water-Accelerated Photooxidation of CH3NH3PbI3 Perovskite.
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Siegler, Timothy D., Dunlap-Shohl, Wiley A., Meng, Yuhuan, Yang, Yuhang, Kau, Wylie F., Sunkari, Preetham P., Tsai, Chang En, Armstrong, Zachary J., Chen, Yu-Chia, Beck, David A. C., Meilă, Marina, and Hillhouse, Hugh W.
- Published
- 2022
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13. Attention-based generative models for de novo molecular design.
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Dollar, Orion, Joshi, Nisarg, Beck, David A. C., and Pfaendtner, Jim
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- 2021
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14. ENRICHMENT OF STUDENT LEARNING AND HOMEWORK MANAGEMENT WITH USE OF GITHUB® IN AN INTRODUCTORY CROSSDISCIPLINARY ENGINEERING COURSE SERIES ON SOFTWARE ENGINEERING AND DATA SCIENCE.
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CURTIS, CHAD D., WOLF, CAITLYN M., and BECK, DAVID A. C.
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HOMEWORK ,ENGINEERING education ,SOFTWARE engineering ,DATA science - Published
- 2020
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15. Natural Selection in Synthetic Communities Highlights the Roles of Methylococcaceae and Methylophilaceae and Suggests Differential Roles for Alternative Methanol Dehydrogenases in Methane Consumption.
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Zheng Yu, Beck, David A. C., and Chistoserdova, Ludmila
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DEHYDROGENASES ,BACTERIAL communities ,GENE expression in bacteria - Abstract
We describe experiments that follow species dynamics and gene expression patterns in synthetic bacterial communities including species that compete for the single carbon substrate supplied, methane, and species unable to consume methane, which could only succeed through cooperative interactions. We demonstrate that these communities mostly select for two functional guilds, methanotrophs of the family Methylococcaceae and non-methanotrophic methylotrophs of the family Methylophilaceae, these taxonomic guilds outcompeting all other species included in the synthetic mix. The metatranscriptomics analysis uncovered that in both Methylococcaceae and Methylophilaceae, some of the most highly transcribed genes were the ones encoding methanol dehydrogenases (MDH). Remarkably, expression of alternative MDH genes (mxaFI versus xoxF), previously shown to be subjects to the rare Earth element switch, was found to depend on environmental conditions such as nitrogen source and methane and O2 partial pressures, and also to be species- specific. Along with the xoxF genes, genes encoding divergent cytochromes were highly expressed in both Methylophilaceae and Methylococcaceae, suggesting their function in methanol metabolism, likely encoding proteins serving as electron acceptors from XoxF enzymes. The research presented tested a synthetic community model that is much simplified compared to natural communities consuming methane, but more complex than the previously utilized two-species model. The performance of this model identifies prominent species for future synthetic ecology experiments and highlights both advantages of this approach and the challenges that it presents. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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16. Insights into Dynamic Polymicrobial Synergy Revealed by Time-Coursed RNA-Seq.
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Hendrickson, Erik L., Beck, David A. C., Miller, Daniel P., Qian Wang, Whiteley, Marvin, Lamont, Richard J., and Hackett, Murray
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PORPHYROMONAS gingivalis infections ,RNA sequencing ,PERIODONTIUM infections - Abstract
Many bacterial infections involve polymicrobial communities in which constituent organisms are synergistically pathogenic. Periodontitis, a commonly occurring chronic inflammatory disorder, is induced by multispecies bacterial communities. The periodontal keystone pathogen Porphyromonas gingivalis and the accessory pathogen Streptococcus gordonii exhibit polymicrobial synergy in animal models of disease. Mechanisms of co-adhesion and community formation by P. gingivalis and S. gordonii are well-established; however, little is known regarding the basis for increased pathogenicity. In this study we used time-coursed RNA-Seq to comprehensively and quantitatively examine the dynamic transcriptional landscape of P. gingivalis in amodel consortiumwith S. gordonii. Genes encoding a number of potential virulence determinants had higher relative mRNA levels in the context of dual species model communities than P. gingivalis alone, including adhesins, the Type IX secretion apparatus, and tetratricopeptide repeat (TPR) motif proteins. In contrast, genes encoding conjugation systems and many of the stress responses showed lower levels of expression in P. gingivalis. A notable exception to reduced abundance of stress response transcripts was the genes encoding components of the oxidative stress-related OxyR regulon, indicating an adaptation of P. gingivalis to detoxify peroxide produced by the streptococcus. Collectively, the results are consistent with evolutionary adaptation of P. gingivalis to a polymicrobial oral environment, one outcome of which is increased pathogenic potential. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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17. From Mouth to Model: Combining in vivo and in vitro Oral Biofilm Growth.
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Klug, Barbara, Santigli, Elisabeth, Westendorf, Christian, Tangl, Stefan, Wimmer, Gernot, Grube, Martin, Beck, David A. C., Edlund, Anna, and Stadtlander, Christian T. K.-H.
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BIOFILMS ,MICROBIAL aggregation ,IN vitro studies - Abstract
Background: Oral biofilm studies based on simplified experimental setups are difficult to interpret. Models are limited mostly by the number of bacterial species observed and the insufficiency of artificial media. Few studies have attempted to overcome these limitations and to cultivate native oral biofilm. Aims: This study aimed to grow oral biofilm in vivo before transfer to a biofilm reactor for ex situ incubation. The in vitro survival of this oral biofilm and the changes in bacterial composition over time were observed. Methods: Six human enamel-dentin slabs embedded buccally in dental splints were used as biofilm carriers. Fitted individually to the upper jaw of 25 non-smoking male volunteers, the splints were worn continuously for 48 h. During this time, tooth-brushing and alcohol-consumption were not permitted. The biofilm was then transferred on slabs into a biofilm reactor and incubated there for 48 h while being nourished in BHI medium. Live/dead staining and confocal laser scanning microscopy were used to observe bacterial survival over four points in time: directly after removal (T0) and after 1 (T1), 24 (T2), and 48 h (T3) of incubation. Bacterial diversity at T0 and T3 was compared with 454-pyrosequencing. Fluorescence in situ hybridization (FISH) was performed to show specific taxa. Survival curves were calculated with a specially designed MATLAB script. Acacia and QIIME 1.9.1 were used to process pyrosequencing data. SPSS 21.0 and R 3.3.1 were used for statistical analysis. Results: After initial fluctuations at T1, survival curves mostly showed approximation of the bacterial numbers to the initial level at T3. Pyrosequencing analysis resulted in 117 OTUs common to all samples. The genera Streptococcus and Veillonella (both Firmicutes) dominated at T0 and T3. They make up two thirds of the biofilm. Genera with lower relative abundance had grown significantly at T3. FISH analysis confirmed the pyrosequencing results, i.e., the predominant staining of Firmicutes. Conclusion: We demonstrate the in vitro survival of native primary oral biofilm in its natural complexity over 48 h. Our results offer a baseline for cultivation studies of native oral biofilms in (phyto-) pharmacological and dental materials research. Further investigations and validation of culturing conditions could also facilitate the study of biofilm-induced diseases. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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18. Difference in C3-C4 metabolism underlies tradeoff between growth rate and biomass yield in Methylobacterium extorquens AM1.
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Yanfen Fu, Beck, David A. C., and Lidstrom, Mary E.
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GROWTH rate , *BIOMASS , *CELL growth , *METHYLOTROPHIC microorganisms , *CARBON metabolism ,METABOLISM in Methylobacterium extorquens - Abstract
Background: Two variants of Methylobacterium extorquens AM1 demonstrated a trade-off between growth rate and biomass yield. In addition, growth rate and biomass yield were also affected by supplementation of growth medium with different amounts of cobalt. The metabolism changes relating to these growth phenomena as well as the trade-off were investigated in this study. 13C metabolic flux analysis was used to generate a detailed central carbon metabolic flux map with both absolute and normalized flux values. Results: The major differences between the two variants occurred at the formate node as well as within C3-C4 inter-conversion pathways. Higher relative fluxes through formyltetrahydrofolate ligase, phosphoenolpyruvate carboxylase, and malic enzyme led to higher biomass yield, while higher relative fluxes through pyruvate kinase and pyruvate dehydrogenase led to higher growth rate. These results were then tested by phenotypic studies on three mutants (null pyk, null pck mutant and null dme mutant) in both variants, which agreed with the model prediction. Conclusions: In this study, 13C metabolic flux analysis for two strain variants of M. extorquens AM1 successfully identified metabolic pathways contributing to the trade-off between cell growth and biomass yield. Phenotypic analysis of mutants deficient in corresponding genes supported the conclusion that C3-C4 inter-conversion strategies were the major response to the trade-off. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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19. A Synthetic Ecology Perspective: How Well Does Behavior of Model Organisms in the Laboratory Predict Microbial Activities in Natural Habitats?
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Zheng Yu, Krause, Sascha M. B., Beck, David A. C., and Chistoserdova, Ludmila
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METHANOTROPHS ,METHANE-oxidizing microorganisms - Abstract
In this perspective article, we question how well model organisms, the ones that are easy to cultivate in the laboratory and that show robust growth and biomass accumulation, reflect the dynamics and interactions of microbial communities observed in nature. Today's -omics toolbox allows assessing the genomic potential of microbes in natural environments in a high-throughput fashion and at a strain-level resolution. However, understanding of the details of microbial activities and of the mechanistic bases of community function still requires experimental validation in simplified and fully controlled systems such as synthetic communities. We have studied methane utilization in Lake Washington sediment for a few decades and have identified a number of species genetically equipped for this activity. We have also identified co-occurring satellite species that appear to form functional communities together with the methanotrophs. Here, we compare experimental findings from manipulation of natural communities involved in metabolism of methane in this niche with findings from manipulation of synthetic communities assembled in the laboratory of species originating from the same study site, from very simple (two-species) to rather complex (50-species) synthetic communities. We observe some common trends in community dynamics between the two types of communities, toward representation of specific functional guilds. However, we also identify strong discrepancies between the dominant methane oxidizers in synthetic communities compared to natural communities, under similar incubation conditions. These findings highlight the challenges that exist in using the synthetic community approach to modeling dynamics and species interactions in natural communities. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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20. Comprehensive molecular characterization of Methylobacterium extorquens AM1 adapted for 1-butanol tolerance.
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Bo Hu, Yi-Ming Yang, Beck, David A. C., Qian-Wen Wang, Wen-Jing Chen, Jing Yang, Lidstrom, Mary E., and Song Yang
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METHYLOBACTERIUM extorquens ,BUTANOL ,METABOLOMICS ,NUCLEOTIDE sequencing ,CAROTENOIDS - Abstract
Background: The toxicity of alcohols is one of the major roadblocks of biological fermentation for biofuels production. Methylobacterium extorquens AM1, a facultative methylotrophic a-proteobacterium, has been engineered to generate 1-butanol from cheap carbon feedstocks through a synthetic metabolic pathway. However, M. extorquens AM1 is vulnerable to solvent stress, which impedes further development for 1-butanol production. Only a few studies have reported the general stress response of M. extorquens AM1 to solvent stress. Therefore, it is highly desirable to obtain a strain with ameliorated 1-butanol tolerance and elucidate the molecular mechanism of 1-butnaol tolerance in M. extorquens AM1 for future strain improvement. Results: In this work, adaptive laboratory evolution was used as a tool to isolate mutants with 1-butanol tolerance up to 0.5 %. The evolved strains, BHBT3 and BHBT5, demonstrated increased growth rates and higher survival rates with the existence of 1-butanol. Whole genome sequencing revealed a SNP mutation at kefB in BHBT5, which was confirmed to be responsible for increasing 1-butanol tolerance through an allelic exchange experiment. Global metabolomic analysis further discovered that the pools of multiple key metabolites, including fatty acids, amino acids, and disaccharides, were increased in BHBT5 in response to 1-butanol stress. Additionally, the carotenoid synthesis pathway was significantly down-regulated in BHBT5. Conclusions: We successfully screened mutants resistant to 1-butanol and provided insights into the molecular mechanism of 1-butanol tolerance in M. extorquens AM1. This research will be useful for uncovering the mechanism of cellular response of M. extorquens AM1 to solvent stress, and will provide the genetic blueprint for the rational design of a strain of M. extorquens AM1 with increased 1-butanol tolerance in the future. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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21. Genome-scale metabolic reconstructions and theoretical investigation of methane conversion in Methylomicrobium buryatense strain 5G(B1).
- Author
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de la Torre, Andrea, Metivier, Aisha, Chu, Frances, Laurens, Lieve M. L., Beck, David A. C., Pienkos, Philip T., Lidstrom, Mary E., and Kalyuzhnaya, Marina G.
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METHANOTROPHS ,METHANE-oxidizing microorganisms ,METHANE synthesis ,CATALYSIS ,BIOMASS energy & the environment - Abstract
Background: Methane-utilizing bacteria (methanotrophs) are capable of growth on methane and are attractive systems for bio-catalysis. However, the application of natural methanotrophic strains to large-scale production of value-added chemicals/biofuels requires a number of physiological and genetic alterations. An accurate metabolic model coupled with flux balance analysis can provide a solid interpretative framework for experimental data analyses and integration. Results: A stoichiometric flux balance model of Methylomicrobium buryatense strain 5G(B1) was constructed and used for evaluating metabolic engineering strategies for biofuels and chemical production with a methanotrophic bacterium as the catalytic platform. The initial metabolic reconstruction was based on whole-genome predictions. Each metabolic step was manually verified, gapfilled, and modified in accordance with genome-wide expression data. The final model incorporates a total of 841 reactions (in 167 metabolic pathways). Of these, up to 400 reactions were recruited to produce 118 intracellular metabolites. The flux balance simulations suggest that only the transfer of electrons from methanol oxidation to methane oxidation steps can support measured growth and methane/oxygen consumption parameters, while the scenario employing NADH as a possible source of electrons for particulate methane monooxygenase cannot. Direct coupling between methane oxidation and methanol oxidation accounts for most of the membrane-associated methane monooxygenase activity. However the best fit to experimental results is achieved only after assuming that the efficiency of direct coupling depends on growth conditions and additional NADH input (about 0.1-0.2 mol of incremental NADH per one mol of methane oxidized). The additional input is proposed to cover loss of electrons through inefficiency and to sustain methane oxidation at perturbations or support uphill electron transfer. Finally, the model was used for testing the carbon conversion efficiency of different pathways for C1-utilization, including different variants of the ribulose monophosphate pathway and the serine cycle. Conclusion: We demonstrate that the metabolic model can provide an effective tool for predicting metabolic parameters for different nutrients and genetic perturbations, and as such, should be valuable for metabolic engineering of the central metabolism of M. buryatense strains. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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22. Potential for using a hermetically-sealed, positive-pressured isocage system for studies involving germ-free mice outside a flexible-film isolator.
- Author
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Paik, Jisun, Pershutkina, Olesya, Meeker, Stacey, Yi, Jaehun J, Dowling, Susan, Hsu, Charlie, Hajjar, Adeline M, Maggio-Price, Lillian, and Beck, David A C
- Published
- 2015
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23. Monitoring the dynamics of syntrophic β-oxidizing bacteria during anaerobic degradation of oleic acid by quantitative PCR.
- Author
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Ziels, Ryan M., Beck, David A. C., Martí, Magalí, Gough, Heidi L., Stensel, H. David, and Svensson, Bo H.
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ANAEROBIC digestion , *OLEIC acid , *BIODEGRADATION , *POLYMERASE chain reaction , *BIOREACTORS - Abstract
The ecophysiology of long-chain fatty acid-degrading syntrophic β-oxidizing bacteria has been poorly understood due to a lack of quantitative abundance data. Here, TaqMan quantitative PCR (qPCR) assays targeting the 16S rRNA gene of the known mesophilic syntrophic β-oxidizing bacterial genera Syntrophomonas and Syntrophus were developed and validated. Microbial community dynamics were followed using qPCR and Illumina-based high-throughput amplicon sequencing in triplicate methanogenic bioreactors subjected to five consecutive batch feedings of oleic acid. With repeated oleic acid feeding, the initial specific methane production rate significantly increased along with the relative abundances of Syntrophomonas and methanogenic archaea in the bioreactor communities. The novel qPCR assays showed that Syntrophomonas increased from 7 to 31% of the bacterial community 16S rRNA gene concentration, whereas that of Syntrophus decreased from 0.02 to less than 0.005%. High-throughput amplicon sequencing also revealed that Syntrophomonas became the dominant genus within the bioreactor microbiomes. These results suggest that increased specific mineralization rates of oleic acid were attributed to quantitative shifts within the microbial communities toward higher abundances of syntrophic β-oxidizing bacteria and methanogenic archaea. The novel qPCR assays targeting syntrophic β-oxidizing bacteria may thus serve as monitoring tools to indicate the fatty acid β-oxidization potential of anaerobic digester communities. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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24. Multiphyletic origins of methylotrophy in A lphaproteobacteria, exemplified by comparative genomics of Lake Washington isolates.
- Author
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Beck, David A. C., McTaggart, Tami L., Setboonsarng, Usanisa, Vorobev, Alexey, Goodwin, Lynne, Shapiro, Nicole, Woyke, Tanja, Kalyuzhnaya, Marina G., Lidstrom, Mary E., and Chistoserdova, Ludmila
- Subjects
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PROTEOBACTERIA , *MICROBIAL genomics , *AUTOTROPHIC bacteria , *MICROBIAL ecology - Abstract
We sequenced the genomes of 19 methylotrophic isolates from Lake Washington, which belong to nine genera within eight families of the A lphaproteobacteria, two of the families being the newly proposed families. Comparative genomic analysis with a focus on methylotrophy metabolism classifies these strains into heterotrophic and obligately or facultatively autotrophic methylotrophs. The most persistent metabolic modules enabling methylotrophy within this group are the N-methylglutamate pathway, the two types of methanol dehydrogenase ( MxaFI and XoxF), the tetrahydromethanopterin pathway for formaldehyde oxidation, the serine cycle and the ethylmalonyl- CoA pathway. At the same time, a great potential for metabolic flexibility within this group is uncovered, with different combinations of these modules present. Phylogenetic analysis of key methylotrophy functions reveals that the serine cycle must have evolved independently in at least four lineages of A lphaproteobacteria and that all methylotrophy modules seem to be prone to lateral transfers as well as deletions. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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25. Proteomics of Fusobacterium nucleatum within a model developing oral microbial community.
- Author
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Hendrickson, Erik L., Wang, Tiansong, Beck, David A. C., Dickinson, Brittany C., Wright, Christopher J., J. Lamont, Richard, and Hackett, Murray
- Published
- 2014
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26. The Expanded Diversity of Methylophilaceae from Lake Washington through Cultivation and Genomic Sequencing of Novel Ecotypes.
- Author
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Beck, David A. C., McTaggart, Tami L., Setboonsarng, Usanisa, Vorobev, Alexey, Kalyuzhnaya, Marina G., Ivanova, Natalia, Goodwin, Lynne, Woyke, Tanja, Lidstrom, Mary E., and Chistoserdova, Ludmila
- Subjects
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NUCLEOTIDE sequence , *COMPARATIVE studies , *HUMAN phenotype , *BIOTIC communities , *DEHYDROGENASES - Abstract
We describe five novel Methylophilaceae ecotypes from a single ecological niche in Lake Washington, USA, and compare them to three previously described ecotypes, in terms of their phenotype and genome sequence divergence. Two of the ecotypes appear to represent novel genera within the Methylophilaceae. Genome-based metabolic reconstruction highlights metabolic versatility of Methylophilaceae with respect to methylotrophy and nitrogen metabolism, different ecotypes possessing different combinations of primary substrate oxidation systems (MxaFI-type methanol dehydrogenase versus XoxF-type methanol dehydrogenase; methylamine dehydrogenase versus N-methylglutamate pathway) and different potentials for denitrification (assimilatory versus respiratory nitrate reduction). By comparing pairs of closely related genomes, we uncover that site-specific recombination is the main means of genomic evolution and strain divergence, including lateral transfers of genes from both closely- and distantly related taxa. The new ecotypes and the new genomes contribute significantly to our understanding of the extent of genomic and metabolic diversity among organisms of the same family inhabiting the same ecological niche. These organisms also provide novel experimental models for studying the complexity and the function of the microbial communities active in methylotrophy. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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27. Deep sequencing of Porphyromonas gingivalis and comparative transcriptome analysis of a LuxS mutant.
- Author
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Hirano, Takanori, Beck, David A. C., Demuth, Donald R., Hackett, Murray, and Lamont, Richard J.
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NUCLEOTIDE sequence ,PORPHYROMONAS gingivalis ,PERIODONTAL disease ,GENETIC mutation ,PATHOGENIC microorganisms ,MICROBIOLOGY - Abstract
Porphyromonas gingivalis is a major etiological agent in chronic and aggressive forms of periodontal disease. The organism is an asaccharolytic anaerobe and is a constituent of mixed species biofilms in a variety of microenvironments in the oral cavity. P. gingivalis expresses a range of virulence factors over which it exerts tight control. High-throughput sequencing technologies provide the opportunity to relate functional genomics to basic biology. In this study we report qualitative and quantitative RNA-Seq analysis of the transcriptome of P. gingivalis. We have also applied RNA-Seq to the transcriptome of a ΔluxS mutant of P. gingivalis deficient in AI-2-mediated bacterial communication. The transcriptome analysis confirmed the expression of all predicted ORFs for strain ATCC 33277, including 854 hypothetical proteins, and allowed the identification of hitherto unknown transcriptional units. Twelve non-coding RNAs were identified, including 11 small RNAs and one cobalamin riboswitch. Fifty-seven genes were differentially regulated in the LuxS mutant. Addition of exogenous synthetic 4,5-dihydroxy-2,3-pentanedione (DPD, AI-2 precursor) to the ΔluxS mutant culture complemented expression of a subset of genes, indicating that LuxS is involved in both AI-2 signaling and non-signaling dependent systems in P. gingivalis. This work provides an important dataset for future study of P. gingivalis pathophysiology and further defines the LuxS regulon in this oral pathogen. [ABSTRACT FROM AUTHOR]
- Published
- 2012
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28. An Integrated Proteomics/Transcriptomics Approach Points to Oxygen as the Main Electron Sink for Methanol Metabolism in Methylotenera mobilis.
- Author
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Beck, David A. C., Hendrickson, Erik L., Vorobev, Alexey, Tiansong Wang, Sujung Lim, Kalyuzhnaya, Marina G., Lidstrom, Mary E., Hackett, Murray, and Chistoserdova, Ludmila
- Subjects
- *
PROTEOMICS , *MOLECULAR biology , *OXYGEN , *ELECTRONS , *METHANOL - Abstract
Methylotenera species, unlike their close relatives in the genera Methylophilus, Methylobacillus, and Methylovorus, neither exhibit the activity of methanol dehydrogenase nor possess mxaFI genes encoding this enzyme, yet they are able to grow on methanol. In this work, we integrated a genome-wide proteomics approach, shotgun proteomics, and a genome-wide transcriptomics approach, shotgun transcriptome sequencing (RNA-seq), of Methylotenera mobilis JLW8 to identify genes and enzymes potentially involved in methanol oxidation, with special attention to alternative nitrogen sources, to address the question of whether nitrate could play a role as an electron acceptor in place of oxygen. Both proteomics and transcriptomics identified a limited number of genes and enzymes specifically responding to methanol. This set includes genes involved in oxidative stress response systems, a number of oxidoreductases, including XoxF-type alcohol dehydrogenases, a type II secretion system, and proteins without a predicted function. Nitrate stimulated expression of some genes in assimilatory nitrate reduction and denitrification pathways, while ammonium downregulated some of the nitrogen metabolism genes. However, none of these genes appeared to respond to methanol, which suggests that oxygen may be the main electron sink during growth on methanol. This study identifies initial targets for future focused physiological studies, including mutant analysis, which will provide further details into this novel process. [ABSTRACT FROM AUTHOR]
- Published
- 2011
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29. Expressed Genome of Methylobacillus flagellatus as Defined through Comprehensive Proteomics and New Insights into Methylotrophy.
- Author
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Hendrickson, Erik L., Beck, David A. C., Tiansong Wang, Lidstrom, Mary E., Hackett, Murray, and Chistoserdova, Ludmila
- Subjects
- *
PROTEINS , *MICROORGANISMS , *ENZYMES , *OXIDATION , *FORMALDEHYDE - Abstract
In recent years, techniques have been developed and perfected for high-throughput identification of proteins and their accurate partial sequencing by shotgun nano-liquid chromatography-tandem mass spectrometry (nano-LC-MS/MS), making it feasible to assess global protein expression profiles in organisms with sequenced genomes. We implemented comprehensive proteomics to assess the expressed portion of the genome of Methylobacillus flagellatus during methylotrophic growth. We detected a total of 1,671 proteins (64% of the inferred proteome), including all the predicted essential proteins. Nonrandom patterns observed with the nondetectable proteins appeared to correspond to silent genomic islands, as inferred through functional profiling and genome localization. The protein contents in methylamine- and methanol-grown cells showed a significant overlap, confirming the commonality of methylotrophic metabolism downstream of the primary oxidation reactions. The new insights into methylotrophy include detection of proteins for the N-methylglutamate methylamine oxidation pathway that appears to be auxiliary and detection of two alternative enzymes for both the 6-phosphogluconate dehydrogenase reaction (GndA and GndB) and the formate dehydrogenase reaction (FDH1 and FDH4). Mutant analysis revealed that GndA and FDH4 are crucial for the organism's fitness, while GndB and FDH1 are auxiliary. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
30. Functioning in situ: gene expression in Methylotenera mobilis in its native environment as assessed through transcriptomics.
- Author
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Kalyuzhnaya, Marina G., Beck, David A. C., Suciu, Dominic, Pozhitkov, Alexander, Lidstrom, Mary E., and Chistoserdova, Ludmila
- Subjects
- *
GENE expression , *METHYLOTROPHIC microorganisms , *MICROORGANISMS , *METHANE , *AMINES - Abstract
Methylotrophs, organisms able to gain energy and carbon from compounds containing no carbon–carbon bonds, such as methane, methanol and methylated amines, are widespread in nature. However, knowledge of their nutrient preference and their metabolism is mostly based on experiments with cultures grown in defined laboratory conditions. Here, we use transcriptomics to explore the activity of one methylotroph, Methyotenera mobilis in its natural environment, lake sediment from which it has been previously isolated. Cells encapsulated in incubation cassettes were exposed to sediment conditions, with or without supplementation with a carbon/energy source (methylamine), and gene-expression patterns were compared for those cells to patterns for cells incubated in a defined medium supplemented with methylamine. A few specific trends in gene expression were observed at in situ conditions that may be of environmental significance, as follows. Expression of genes for the linear formaldehyde oxidation pathway linked to tetrahydromethanopterin increased, suggesting an important role for this pathway in situ, in contrast to laboratory condition culture, in which the cyclic ribulose monophosphate pathway seemed to be the major route for formaldehyde oxidation. Along with the ribulose monophosphate cycle that is also a major pathway for assimilating C1 units, the methylcitric acid cycle seemd to be important in situ, suggesting that multicarbon compounds may be the natural carbon and/or energy substrates for M. mobilis, challenging the notion of an obligately methylotrophic lifestyle for this bacterium. We also detected a major switch in expression of genes responsible for the mode of motility between different conditions: from flagellum-enabled motility in defined medium to in situ expression of pili known to be involved in twitching motility and adherence. Overall, this study offers a novel approach for gaining insights into the lifestyle of individual microbes in their native environments. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
31. Microscopic Reversibility of Protein Folding in Molecular Dynamics Simulations of the Engrailed Homeodomain.
- Author
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McCully, Michelle E., Beck, David A. C., and Daggett, Valerie
- Subjects
- *
PROTEIN folding , *MOLECULAR dynamics , *HIGH temperatures , *PROTEIN conformation , *MOLECULES - Abstract
The principle of microscopic reversibility states that at equilibrium the number of molecules entering a state by a given path must equal those exiting the state via the same path under identical conditions or, in structural terms, that the conformations along the two pathways are the same. There has been some indirect evidence indicating that protein folding is such a process, but there have been few conclusive findings. In this study, we performed molecular dynamics simulations of an ultrafast unfolding and folding protein at its melting temperature to observe, on an atom-by-atom basis, the pathways the protein followed as it unfolded and folded within a continuous trajectory. In a total of 0.67 µs of simulation in water, we found six transient denaturing events near the melting temperature (323 and 330 K) and an additional refolding event following a previously identified unfolding event at a high temperature (373 K). In each case, unfolding and refolding transition state ensembles were identified, and they agreed well with experiment on the basis of a comparison of S and Φ values. On the basis of several structural properties, these 13 transition state ensembles agreed very well with each other and with four previously identified transition states from high-temperature denaturing simulations. Thus, not only were the unfolding and refolding transition states part of the same ensemble, but in five of the seven cases, the pathway the protein took as it unfolded was nearly identical to the subsequent refolding pathway. These events provide compelling evidence that protein folding is a microscopically reversible process. In the other two cases, the folding and unfolding transition states were remarkably similar to each other but the paths deviated. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
32. Cutoff Size Need Not Strongly Influence Molecular Dynamics Results for Solvated Polypeptide.
- Author
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Beck, David A. C., Armen, Roger S., and Daggett, Valerie
- Subjects
- *
VAN der Waals forces , *MOLECULAR dynamics , *ELECTROSTATICS , *PEPTIDES , *PROTEINS , *BIOMOLECULES - Abstract
The correct treatment of van der Waals and electrostatic nonbonded interactions in molecular force fields is essential for performing realistic molecular dynamics (MD) simulations of solvated polypeptides. The most computationally tractable treatment of nonbonded interactions in MD utilizes a spherical distance cutoff (typically, 8-12 A) to reduce the number of pairwise interactions. In this work, we assess three spherical atom-based cutoff approaches for use with all-atom explicit solvent MD: abrupt truncation, a CHARMM-style electrostatic shift truncation, and our own force-shifted truncation. The chosen system for this study is an end-capped 17-residue alanine-based a-helical peptide, selected because of its use in previous computational and experimental studies. We compare the time-averaged helical content calculated from these MD trajectories with experiment. We also examine the effect of varying the cutoff treatment and distance on energy conservation. We find that the abrupt truncation approach is pathological in its inability to conserve energy. The CHARMM-style shift truncation performs quite well but suffers from energetic instability. On the other hand, the force-shifted spherical cutoff method conserves energy, correctly predicts the experimental helical content, and shows convergence in simulation statistics as the cutoff is increased. This work demonstrates that by using proper and rigorous techniques, it is possible to correctly model polypeptide dynamics in solution with a spherical cutoff. The inherent computational advantage of spherical cutoffs over Ewald summation (and related) techniques is essential in accessing longer MD time scales. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
- View/download PDF
33. ECS in the Era of Data Science.
- Author
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Schwartz, Daniel T., Murbach, Matthew D., and Beck, David A. C.
- Published
- 2019
- Full Text
- View/download PDF
34. Simulations of Macromolecules in Protective and Denaturing Osmolytes: Properties of Mixed Solvent Systems and Their Effects on Water and Protein Structure and Dynamics.
- Author
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Beck, David A. C., Bennion, Brian J., Alonso, Darwin O. V., and Daggett, Valerie
- Abstract
An abstract of the article "Simulations of Macromolecules in Protective and Denaturing Osmolytes: Properties of Mixed Solvent Systems and Their Effects on Water and Protein Structure and Dynamics," by David A. C. Beck and colleagues is presented.
- Published
- 2007
- Full Text
- View/download PDF
35. Ethylmalonyl Coenzyme A Mutase Operates as a Metabolic Control Point in Methylobacterium extorquens AM1.
- Author
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Good, Nathan M., Martinez-Gomez, N. Cecilia, Beck, David A. C., and Lidstroma, Mary E.
- Subjects
- *
COENZYMES , *METABOLIC regulation , *METHYLOBACTERIUM extorquens , *METABOLISM , *CARBON - Abstract
The metabolism of one- and two-carbon compounds by the methylotrophic bacterium Methylobacterium extorquens AM1 involves high carbon flux through the ethylmalonyl coenzyme A (ethylmalonyl-CoA) pathway (EMC pathway). During growth on ethylamine, the EMC pathway operates as a linear pathway carrying the full assimilatory flux to produce glyoxylate, malate, and succinate. Assimilatory carbon enters the ethylmalonyl-CoA pathway directly as acetyl-CoA, bypassing pathways for formaldehyde oxidation/assimilation and the regulatory mechanisms controlling them, making ethylamine growth a useful condition to study the regulation of the EMC pathway. Wild-type M. extorquens cells were grown at steady state on a limiting concentration of succinate, and the growth substrate was then switched to ethylamine, a condition where the cell must make a sudden switch from utilizing the tricarboxylic acid (TCA) cycle to using the ethylmalonyl-CoA pathway for assimilation, which has been an effective strategy for identifying metabolic control points. A 9-h lag in growth was observed, during which butyryl-CoA, a degradation product of ethylmalonyl-CoA, accumulated, suggesting a metabolic imbalance. Ethylmalonyl-CoA mutase activity increased to a level sufficient for the observed growth rate at 9 h, which correlated with an upregulation of RNA transcripts for ecm and a decrease in the levels of ethylmalonyl-CoA. When the wild-type strain overexpressing ecm was tested with the same substrate switchover experiment, ethylmalonyl-CoA did not accumulate, growth resumed earlier, and, after a transient period of slow growth, the culture grew at a higher rate than that of the control. These findings demonstrate that ethylmalonyl-CoA mutase is a metabolic control point in the EMC pathway, expanding our understanding of its regulation. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
36. Genetic Tools for the Industrially Promising Methanotroph Methylomicrobium buryatense.
- Author
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Puri, Aaron W., Owen, Sarah, Frances Chu, Chavkin, Ted, Beck, David A. C., Kalyuzhnaya, Marina G., and Lidstrom, Mary E.
- Subjects
- *
METHANOTROPHS , *BIOCONVERSION , *BIOCATALYSIS , *BIOCHEMISTRY , *MICROBIOLOGY - Abstract
Aerobic methanotrophs oxidize methane at ambient temperatures and pressures and are therefore attractive systems for methane- based bioconversions. In this work, we developed and validated genetic tools for Methylomicrobium buryatense, a haloalkaliphilic gammaproteobacterial (type I) methanotroph. M. buryatense was isolated directly on natural gas and grows robustly in pure culture with a 3-h doubling time, enabling rapid genetic manipulation compared to many other methanotrophic species. As a proof of concept, we used a sucrose counterselection system to eliminate glycogen production in M. buryatense by constructing unmarked deletions in two redundant glycogen synthase genes. We also selected for a more genetically tractable variant strain that can be conjugated with small incompatibility group P (IncP)-based broad-host-range vectors and determined that this capability is due to loss of the native plasmid. These tools make M. buryatense a promising model system for studying aerobic methanotroph physiology and enable metabolic engineering in this bacterium for industrial biocatalysis of methane. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
37. Quorum Sensing in a Methane-Oxidizing Bacterium.
- Author
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Puri, Aaron W., Schaefer, Amy L., Yanfen Fu, Beck, David A. C., Greenberg, E. Peter, and Lidstrom, Mary E.
- Abstract
Aerobic methanotrophic bacteria use methane as their sole source of carbon and energy and serve as a major sink for the potent greenhouse gas methane in freshwater ecosystems. Dissecting the molecular details of how these organisms interact in the environment may increase our understanding of how they perform this important ecological role. Many bacterial species use quorum sensing (QS) systems to regulate gene expression in a cell density-dependent manner. We have identified a QS system in the genome of Methylobacter tundripaludum, a dominant methane oxidizer in methane enrichments of sediment from Lake Washington (Seattle, WA). We determined that M. tundripaludum produces primarily N-3-hydroxydecanoyl-l-homoserine lactone (3-OH-C10-HSL) and that its production is governed by a positive feedback loop. We then further characterized this system by determining which genes are regulated by QS in this methane oxidizer using transcriptome sequencing (RNA-seq) and discovered that this system regulates the expression of a putative nonribosomal peptide synthetase biosynthetic gene cluster. Finally, we detected an extracellular factor that is produced by M. tundripaludum in a QS-dependent manner. These results identify and characterize a mode of cellular communication in an aerobic methane-oxidizing bacterium. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
38. Genomes of Three Methylotrophs from a Single Niche Reveal the Genetic and Metabolic Divergence of the Methylophilaceae.
- Author
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Lapidus, Alla, Clum, Alicia, LaButti, Kurt, Kaluzhnaya, Marina G., Sujung Lim, Beck, David A. C., Del Rio, Tijana Glavina, Nolan, Matt, Mavromatis, Konstantinos, Huntemann, Marcel, Lucas, Susan, Lidstrom, Mary E., Ivanova, Natalia, and Chistoserdova, Ludmila
- Subjects
- *
METHYLOTROPHIC microorganisms , *GENOMES , *ECOLOGICAL niche , *GENES - Abstract
The genomes of three representatives of the family Methylophilaceae, Methylotenera mobilis JLW8, Methylotenera versatilis 301, and Methylovorus glucosetrophus SIP3-4, all isolated from a single study site, Lake Washington in Seattle, WA, were completely sequenced. These were compared to each other and to the previously published genomes of Methylobacillus flagellatus KT and an unclassified Methylophilales strain, HTCC2181. Comparative analysis revealed that the core genome of Methylophilaceae may be as small as approximately 600 genes, while the pangenome may be as large as approximately 6,000 genes. Significant divergence between the genomes in terms of both gene content and gene and protein conservation was uncovered, including the varied presence of certain genes involved in methylotrophy. Overall, our data demonstrate that metabolic potentials can vary significantly between different species of Methylophilaceae, including organisms inhabiting the very same environment. These data suggest that genetic divergence among the members of this family may be responsible for their specialized and nonredundant functions in C1 cycling, which in turn suggests means for their successful coexistence in their specific ecological niches. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
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