8 results on '"Justin I. Yoo"'
Search Results
2. Bridging non-overlapping reads illuminates high-order epistasis between distal protein sites in a GPCR
- Author
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Justin I. Yoo, Patrick S. Daugherty, and Michelle A. O’Malley
- Subjects
Science - Abstract
Epistasis effects among amino acids at distal sites within binding pockets can have important impacts on protein fitness landscapes. Here the authors present BRIDGE, which matches non-overlapping sequence reads with their cognate DNA templates.
- Published
- 2020
- Full Text
- View/download PDF
3. Heterologous transporters from anaerobic fungi bolster fluoride tolerance in Saccharomyces cerevisiae
- Author
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Susanna Seppälä, Justin I. Yoo, Daniel Yur, and Michelle A. O'Malley
- Subjects
Biotechnology ,TP248.13-248.65 ,Biology (General) ,QH301-705.5 - Abstract
Membrane-embedded transporters are crucial for the stability and performance of microbial production strains. Apart from engineering known transporters derived from model systems, it is equally important to identify transporters from nonconventional organisms that confer advantageous traits for biotechnological applications. Here, we transferred genes encoding fluoride exporter (FEX) proteins from three strains of early-branching anaerobic fungi (Neocallimastigomycota) to Saccharomyces cerevisiae. The heterologous transporters are localized to the plasma membrane and complement a fluoride-sensitive yeast strain that is lacking endogenous fluoride transporters up to 10.24 mM fluoride. Furthermore, we show that fusing an amino-terminal leader sequence to FEX proteins in yeast elevates protein yields, yet inadvertently causes a loss of transporter function. Adaptive laboratory evolution of FEX proteins restores fluoride tolerance of these strains, in one case exceeding the solute tolerance observed in wild type S. cerevisiae; however, the underlying molecular mechanisms and cause for the increased tolerance in the evolved strains remain elusive. Our results suggest that microbial cultures can achieve solvent tolerance through different adaptive trajectories, and the study is a promising step towards the identification, production, and biotechnological application of membrane proteins from nonconventional fungi. Keywords: Neocallimastigomycota, Anaerobic gut fungi, Membrane proteins, Microbial engineering, Fluoride export proteins
- Published
- 2019
- Full Text
- View/download PDF
4. Bridging non-overlapping reads illuminates high-order epistasis between distal protein sites in a GPCR
- Author
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Michelle A. O’Malley, Justin I. Yoo, and Patrick S. Daugherty
- Subjects
0301 basic medicine ,Fitness landscape ,Science ,Amino Acid Motifs ,General Physics and Astronomy ,Plasma protein binding ,Computational biology ,Biology ,Ligands ,medicine.disease_cause ,Article ,General Biochemistry, Genetics and Molecular Biology ,DNA sequencing ,Receptors, G-Protein-Coupled ,03 medical and health sciences ,0302 clinical medicine ,G protein-coupled receptors ,medicine ,Humans ,Binding site ,lcsh:Science ,Gene ,G protein-coupled receptor ,Mutation ,Binding Sites ,Multidisciplinary ,High-throughput screening ,Epistasis, Genetic ,General Chemistry ,High-Throughput Screening Assays ,030104 developmental biology ,Next-generation sequencing ,Epistasis ,lcsh:Q ,030217 neurology & neurosurgery ,Protein Binding - Abstract
Epistasis emerges when the effects of an amino acid depend on the identities of interacting residues. This phenomenon shapes fitness landscapes, which have the power to reveal evolutionary paths and inform evolution of desired functions. However, there is a need for easily implemented, high-throughput methods to capture epistasis particularly at distal sites. Here, we combine deep mutational scanning (DMS) with a straightforward data processing step to bridge reads in distal sites within genes (BRIDGE). We use BRIDGE, which matches non-overlapping reads to their cognate templates, to uncover prevalent epistasis within the binding pocket of a human G protein-coupled receptor (GPCR) yielding variants with 4-fold greater affinity to a target ligand. The greatest functional improvements in our screen result from distal substitutions and substitutions that are deleterious alone. Our results corroborate findings of mutational tolerance in GPCRs, even in conserved motifs, but reveal inherent constraints restricting tolerated substitutions due to epistasis., Epistasis effects among amino acids at distal sites within binding pockets can have important impacts on protein fitness landscapes. Here the authors present BRIDGE, which matches non-overlapping sequence reads with their cognate DNA templates.
- Published
- 2020
5. Tuning Vector Stability and Integration Frequency Elevates Functional GPCR Production and Homogeneity in Saccharomyces cerevisiae
- Author
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Justin I. Yoo and Michelle A. O’Malley
- Subjects
0106 biological sciences ,0301 basic medicine ,Saccharomyces cerevisiae Proteins ,Saccharomyces cerevisiae ,Population ,Biomedical Engineering ,Computational biology ,01 natural sciences ,Biochemistry, Genetics and Molecular Biology (miscellaneous) ,Receptors, G-Protein-Coupled ,03 medical and health sciences ,Synthetic biology ,Plasmid ,010608 biotechnology ,education ,Receptor ,G protein-coupled receptor ,education.field_of_study ,Expression vector ,biology ,Chemistry ,General Medicine ,biology.organism_classification ,030104 developmental biology ,Membrane protein ,Synthetic Biology ,Biotechnology - Abstract
Membrane proteins play a valuable role in biotechnology, yet the difficulty of producing high yields of functional membrane protein limits their use in synthetic biology. The practical application of G protein-coupled receptors in whole cell biosensors, for example, is restricted to those that are functionally produced at the cell surface in the chosen host, limiting the range of detectable molecules. Here, we present a facile approach to significantly improve the yield and homogeneity of functional membrane proteins in Saccharomyces cerevisiae by altering only the choice of expression vector. Expression of a model GPCR, the human adenosine A2a receptor, from commonly used centromeric and episomal vectors leads to low yields and cellular heterogeneity due to plasmid loss in 20–90% of the cell population. In contrast, homogeneous production of GPCR is attained using a multisite integrating vector or a novel, modified high copy vector that does not require genomic integration or addition of any selection ag...
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- 2018
- Full Text
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6. Genomic analysis of methanogenic archaea reveals a shift towards energy conservation
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YerPeng Tan, John K. Henske, Jessica A. Sexton, Lauren M. Huyett, Veronika Kivenson, Justin I. Yoo, Sean P. Gilmore, Susanna Seppälä, Kevin V. Solomon, James Z. Cogan, Xuefeng Peng, Michelle A. O’Malley, David L. Valentine, and Abe Pressman
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0301 basic medicine ,animal structures ,lcsh:QH426-470 ,Methanogenesis ,Bioinformatics ,Archaeal Proteins ,lcsh:Biotechnology ,Genomics ,Computational biology ,Biology ,Genome ,Medical and Health Sciences ,03 medical and health sciences ,chemistry.chemical_compound ,Information and Computing Sciences ,lcsh:TP248.13-248.65 ,Genetics ,Formate ,SDG 7 - Affordable and Clean Energy ,Anaerobiosis ,Anaerobes ,Energy ,Chemiosmosis ,Ecology ,Methanobacterium ,Biological Sciences ,biology.organism_classification ,Methanogen ,Archaea ,lcsh:Genetics ,030104 developmental biology ,Metabolism ,chemistry ,13. Climate action ,DNA microarray ,Energy Metabolism ,Methane ,Biotechnology ,Research Article - Abstract
Background The metabolism of archaeal methanogens drives methane release into the environment and is critical to understanding global carbon cycling. Methanogenesis operates at a very low reducing potential compared to other forms of respiration and is therefore critical to many anaerobic environments. Harnessing or altering methanogen metabolism has the potential to mitigate global warming and even be utilized for energy applications. Results Here, we report draft genome sequences for the isolated methanogens Methanobacterium bryantii, Methanosarcina spelaei, Methanosphaera cuniculi, and Methanocorpusculum parvum. These anaerobic, methane-producing archaea represent a diverse set of isolates, capable of methylotrophic, acetoclastic, and hydrogenotrophic methanogenesis. Assembly and analysis of the genomes allowed for simple and rapid reconstruction of metabolism in the four methanogens. Comparison of the distribution of Clusters of Orthologous Groups (COG) proteins to a sample of genomes from the RefSeq database revealed a trend towards energy conservation in genome composition of all methanogens sequenced. Further analysis of the predicted membrane proteins and transporters distinguished differing energy conservation methods utilized during methanogenesis, such as chemiosmotic coupling in Msar. spelaei and electron bifurcation linked to chemiosmotic coupling in Mbac. bryantii and Msph. cuniculi. Conclusions Methanogens occupy a unique ecological niche, acting as the terminal electron acceptors in anaerobic environments, and their genomes display a significant shift towards energy conservation. The genome-enabled reconstructed metabolisms reported here have significance to diverse anaerobic communities and have led to proposed substrate utilization not previously reported in isolation, such as formate and methanol metabolism in Mbac. bryantii and CO2 metabolism in Msph. cuniculi. The newly proposed substrates establish an important foundation with which to decipher how methanogens behave in native communities, as CO2 and formate are common electron carriers in microbial communities. Electronic supplementary material The online version of this article (doi:10.1186/s12864-017-4036-4) contains supplementary material, which is available to authorized users.
- Published
- 2017
- Full Text
- View/download PDF
7. Heterologous transporters from anaerobic fungi bolster fluoride tolerance in Saccharomyces cerevisiae
- Author
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Daniel Yur, Justin I. Yoo, Michelle A. O’Malley, and Susanna Seppälä
- Subjects
0106 biological sciences ,Endocrinology, Diabetes and Metabolism ,lcsh:Biotechnology ,Saccharomyces cerevisiae ,Biomedical Engineering ,Heterologous ,01 natural sciences ,Article ,Fluoride export proteins ,03 medical and health sciences ,010608 biotechnology ,lcsh:TP248.13-248.65 ,Membrane proteins ,Gene ,lcsh:QH301-705.5 ,030304 developmental biology ,0303 health sciences ,Neocallimastigomycota ,biology ,Chemistry ,Wild type ,Transporter ,biology.organism_classification ,Yeast ,Biochemistry ,Membrane protein ,lcsh:Biology (General) ,Anaerobic gut fungi ,Microbial engineering ,Function (biology) - Abstract
Membrane-embedded transporters are crucial for the stability and performance of microbial production strains. Apart from engineering known transporters derived from model systems, it is equally important to identify transporters from nonconventional organisms that confer advantageous traits for biotechnological applications. Here, we transferred genes encoding fluoride exporter (FEX) proteins from three strains of early-branching anaerobic fungi (Neocallimastigomycota) to Saccharomyces cerevisiae. The heterologous transporters are localized to the plasma membrane and complement a fluoride-sensitive yeast strain that is lacking endogenous fluoride transporters up to 10.24 mM fluoride. Furthermore, we show that fusing an amino-terminal leader sequence to FEX proteins in yeast elevates protein yields, yet inadvertently causes a loss of transporter function. Adaptive laboratory evolution of FEX proteins restores fluoride tolerance of these strains, in one case exceeding the solute tolerance observed in wild type S. cerevisiae; however, the underlying molecular mechanisms and cause for the increased tolerance in the evolved strains remain elusive. Our results suggest that microbial cultures can achieve solvent tolerance through different adaptive trajectories, and the study is a promising step towards the identification, production, and biotechnological application of membrane proteins from nonconventional fungi., Highlights • First report describing the heterologous production of functional ion transport proteins sourced from anaerobic gut fungi. • Codon-optimization enables production of functional, gut fungal membrane proteins in S. cerevisiae but not in E. coli. • Addition of an N-terminal leader peptide elevates membrane protein yields yet diminishes cellular activity. • Adaptive laboratory evolution restores cellular fluoride export activity in yeast to levels exceeding native tolerance.
- Published
- 2019
8. Engineering live cell surfaces with functional polymers via cytocompatible controlled radical polymerization
- Author
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David J. Lunn, Craig J. Hawker, Anusha Pusuluri, H. Tom Soh, Justin I. Yoo, Samir Mitragotri, Michelle A. O’Malley, and Jia Niu
- Subjects
Free Radicals ,Cell Survival ,Polymers ,Surface Properties ,General Chemical Engineering ,Cell ,Radical polymerization ,Nanotechnology ,Cell Communication ,Saccharomyces cerevisiae ,02 engineering and technology ,010402 general chemistry ,01 natural sciences ,Polymerization ,Jurkat Cells ,Polymer chemistry ,medicine ,Humans ,Cell Engineering ,Cells, Cultured ,chemistry.chemical_classification ,Chemistry ,Chemical modification ,General Chemistry ,Polymer ,021001 nanoscience & nanotechnology ,Grafting ,0104 chemical sciences ,medicine.anatomical_structure ,Active manipulation ,Functional polymers ,0210 nano-technology - Abstract
The capability to graft synthetic polymers onto the surfaces of live cells offers the potential to manipulate and control their phenotype and underlying cellular processes. Conventional grafting-to strategies for conjugating preformed polymers to cell surfaces are limited by low polymer grafting efficiency. Here we report an alternative grafting-from strategy for directly engineering the surfaces of live yeast and mammalian cells through cell surface-initiated controlled radical polymerization. By developing cytocompatible PET-RAFT (photoinduced electron transfer-reversible addition-fragmentation chain-transfer polymerization), synthetic polymers with narrow polydispersity (M w /M n < 1.3) could be obtained at room temperature in 5.minutes. This polymerization strategy enables chain growth to be initiated directly from chain-transfer agents anchored on the surface of live cells using either covalent attachment or non-covalent insertion, while maintaining high cell viability. Compared with conventional grafting-to approaches, these methods significantly improve the efficiency of grafting polymer chains and enable the active manipulation of cellular phenotypes.
- Published
- 2017
- Full Text
- View/download PDF
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