45 results on '"Susanna Seppälä"'
Search Results
2. Experimentally Validated Reconstruction and Analysis of a Genome-Scale Metabolic Model of an Anaerobic Neocallimastigomycota Fungus
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St. Elmo Wilken, Jonathan M. Monk, Patrick A. Leggieri, Christopher E. Lawson, Thomas S. Lankiewicz, Susanna Seppälä, Chris G. Daum, Jerry Jenkins, Anna M. Lipzen, Stephen J. Mondo, Kerrie W. Barry, Igor V. Grigoriev, John K. Henske, Michael K. Theodorou, Bernhard O. Palsson, Linda R. Petzold, and Michelle A. O’Malley
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genome-scale metabolic model ,13C metabolic flux analysis ,nonmodel fungus ,Neocallimastigomycota ,flux balance analysis ,Neocallimastix lanati ,Microbiology ,QR1-502 - Abstract
ABSTRACT Anaerobic gut fungi in the phylum Neocallimastigomycota typically inhabit the digestive tracts of large mammalian herbivores, where they play an integral role in the decomposition of raw lignocellulose into its constitutive sugar monomers. However, quantitative tools to study their physiology are lacking, partially due to their complex and unresolved metabolism that includes the largely uncharacterized fungal hydrogenosome. Modern omics approaches combined with metabolic modeling can be used to establish an understanding of gut fungal metabolism and develop targeted engineering strategies to harness their degradation capabilities for lignocellulosic bioprocessing. Here, we introduce a high-quality genome of the anaerobic fungus Neocallimastix lanati from which we constructed the first genome-scale metabolic model of an anaerobic fungus. Relative to its size (200 Mbp, sequenced at 62× depth), it is the least fragmented publicly available gut fungal genome to date. Of the 1,788 lignocellulolytic enzymes annotated in the genome, 585 are associated with the fungal cellulosome, underscoring the powerful lignocellulolytic potential of N. lanati. The genome-scale metabolic model captures the primary metabolism of N. lanati and accurately predicts experimentally validated substrate utilization requirements. Additionally, metabolic flux predictions are verified by 13C metabolic flux analysis, demonstrating that the model faithfully describes the underlying fungal metabolism. Furthermore, the model clarifies key aspects of the hydrogenosomal metabolism and can be used as a platform to quantitatively study these biotechnologically important yet poorly understood early-branching fungi. IMPORTANCE Recent genomic analyses have revealed that anaerobic gut fungi possess both the largest number and highest diversity of lignocellulolytic enzymes of all sequenced fungi, explaining their ability to decompose lignocellulosic substrates, e.g., agricultural waste, into fermentable sugars. Despite their potential, the development of engineering methods for these organisms has been slow due to their complex life cycle, understudied metabolism, and challenging anaerobic culture requirements. Currently, there is no framework that can be used to combine multi-omic data sets to understand their physiology. Here, we introduce a high-quality PacBio-sequenced genome of the anaerobic gut fungus Neocallimastix lanati. Beyond identifying a trove of lignocellulolytic enzymes, we use this genome to construct the first genome-scale metabolic model of an anaerobic gut fungus. The model is experimentally validated and sheds light on unresolved metabolic features common to gut fungi. Model-guided analysis will pave the way for deepening our understanding of anaerobic gut fungi and provides a systematic framework to guide strain engineering efforts of these organisms for biotechnological use.
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- 2021
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3. Genomic and proteomic biases inform metabolic engineering strategies for anaerobic fungi
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St. Elmo Wilken, Susanna Seppälä, Thomas S. Lankiewicz, Mohan Saxena, John K. Henske, Asaf A. Salamov, Igor V. Grigoriev, and Michelle A. O’Malley
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Codon optimization ,Amino acid distribution ,Anaerobe ,Genome sequencing ,Fungi ,Neocallimastigomycota ,Biotechnology ,TP248.13-248.65 ,Biology (General) ,QH301-705.5 - Abstract
Anaerobic fungi (Neocallimastigomycota) are emerging non-model hosts for biotechnology due to their wealth of biomass-degrading enzymes, yet tools to engineer these fungi have not yet been established. Here, we show that the anaerobic gut fungi have the most GC depleted genomes among 443 sequenced organisms in the fungal kingdom, which has ramifications for heterologous expression of genes as well as for emerging CRISPR-based genome engineering approaches. Comparative genomic analyses suggest that anaerobic fungi may contain cellular machinery to aid in sexual reproduction, yet a complete mating pathway was not identified. Predicted proteomes of the anaerobic fungi also contain an unusually large fraction of proteins with homopolymeric amino acid runs consisting of five or more identical consecutive amino acids. In particular, threonine runs are especially enriched in anaerobic fungal carbohydrate active enzymes (CAZymes) and this, together with a high abundance of predicted N-glycosylation motifs, suggests that gut fungal CAZymes are heavily glycosylated, which may impact heterologous production of these biotechnologically useful enzymes. Finally, we present a codon optimization strategy to aid in the development of genetic engineering tools tailored to these early-branching anaerobic fungi.
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- 2020
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4. Genomic analysis of methanogenic archaea reveals a shift towards energy conservation
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Sean P. Gilmore, John K. Henske, Jessica A. Sexton, Kevin V. Solomon, Susanna Seppälä, Justin I Yoo, Lauren M. Huyett, Abe Pressman, James Z. Cogan, Veronika Kivenson, Xuefeng Peng, YerPeng Tan, David L. Valentine, and Michelle A. O’Malley
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Methanogenesis ,Archaea ,Metabolism ,Anaerobes ,Energy ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
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.
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- 2017
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5. Heterologous transporters from anaerobic fungi bolster fluoride tolerance in Saccharomyces cerevisiae
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Susanna Seppälä, Justin I. Yoo, Daniel Yur, and Michelle A. O'Malley
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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
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- 2019
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6. Lipid membrane mimetics and oligomerization tune functional properties of proteorhodopsin
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Chung-Ta Han, Khanh Dinh Quoc Nguyen, Maxwell W. Berkow, Sunyia Hussain, Ahmad Kiani, Maia Kinnebrew, Matthew N. Idso, Naomi Baxter, Evelyn Chang, Emily Aye, Elsa Winslow, Mohammad Rahman, Susanna Seppälä, Michelle A. O’Malley, Bradley F. Chmelka, Blake Mertz, and Songi Han
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Biophysics - Abstract
The functional properties of proteorhodopsin (PR) have been found to be strongly modulated by oligomeric distributions and lipid membrane mimetics. This study aims to distinguish and explain their effects by investigating how oligomer formation impacts PR's function of proton transport in lipid-based membrane mimetic environments. We find that PR forms stable hexamers and pentamers in both E. coli membranes and synthetic liposomes. Compared with the monomers, the photocycle kinetics of PR oligomers is ∼2 and ∼4.5 times slower for transitions between the K and M and the M and N photointermediates, respectively, indicating that oligomerization significantly slows PR's rate of proton transport in liposomes. In contrast, the apparent pKa of the key proton acceptor residue D97 (pKa
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- 2023
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7. Linking ‘omics’ to function unlocks the biotech potential of non-model fungi
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Michelle A. O’Malley, St. Elmo Wilken, Susanna Seppälä, Candice L. Swift, Thomas S. Lankiewicz, and Igor A. Podolsky
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0303 health sciences ,business.industry ,Applied Mathematics ,Systems biology ,In silico ,Biology ,Genome ,General Biochemistry, Genetics and Molecular Biology ,Computer Science Applications ,Biotechnology ,03 medical and health sciences ,Synthetic biology ,0302 clinical medicine ,Genome editing ,Rapid rise ,Modeling and Simulation ,Drug Discovery ,Genetically modify ,business ,030217 neurology & neurosurgery ,Function (biology) ,030304 developmental biology - Abstract
Nonmodel fungi are increasingly used in biotechnology, spanning medical, industrial, and even agricultural applications. Long-read sequencing technologies have led to a rapid rise in the number of high-quality sequenced fungal genomes and transcriptomes available for study. This information, coupled with bioinformatic analyses, allows access to a striking variety of potential genes to target for downstream characterization and incorporation into bioproduction strategies. However, nonmodel organisms are notoriously difficult to cultivate and genetically modify, limiting the speed at which in silico discoveries can be tested and translated into application. It is critical to combine sequencing information and systems biology to guide both genetic engineering and heterologous expression strategies to harness the biotech potential of nonmodel fungi. This review highlights recent examples where bioinformatics was used to identify genes and pathways of interest that were later exploited to produce biotechnologically important secondary metabolites, transporters, and lignocellulose-active enzymes. We also highlight opportunities where modern approaches, such as genome-scale models and genome editing, may be used to rapidly improve our understanding of nonmodel fungi and fully exploit them for synthetic biology and biotechnology applications.
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- 2019
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8. Identification of novel membrane proteins for improved lignocellulose conversion
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Michelle A. O’Malley, Susanna Seppälä, Elizabeth E Schauer, and Igor A. Podolsky
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Xylose ,biology ,Chemistry ,Saccharomyces cerevisiae ,Biomedical Engineering ,Biomass ,Membrane Proteins ,Bioengineering ,Transporter ,biology.organism_classification ,Lignin ,Yeast ,Metabolic engineering ,chemistry.chemical_compound ,Glucose ,Biochemistry ,Membrane protein ,Cellodextrin ,Fermentation ,Biotechnology - Abstract
Lignocellulose processing yields a heterogeneous mixture of substances, which are poorly utilized by current industrial strains. For efficient valorization of recalcitrant biomass, it is critical to identify and engineer new membrane proteins that enable the broad uptake of hydrolyzed substrates. Whereas glucose consumption rarely presents a bottleneck for cell factories, there is also a lack of transporters that allow co-consumption of glucose with other abundant biomass sugars such as xylose. This review discusses recent efforts to bioinformatically identify membrane proteins of high biotech potential for lignocellulose conversion and metabolic engineering in both model and nonconventional organisms. Of particular interest are transporters sourced from anaerobic gut fungi resident to large herbivores, which produce Sugars Will Eventually be Exported Transporters (SWEETs) that enhance xylose transport in the yeast Saccharomyces cerevisiae and enable glucose and xylose co-utilization. Additionally, recently identified fungal cellodextrin transporters are valuable alternatives to mitigate glucose repression and transporter inhibition.
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- 2021
9. Homo-oligomerization of the human adenosine A2A receptor is driven by the intrinsically disordered C-terminus
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Michelle A. O’Malley, Eric Sefah, Blake Mertz, Susanna Seppälä, Jennifer Paige Hoover, Michael Vigers, Songi Han, Nicole S. Schonenbach, and Khanh D. Nguyen
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0301 basic medicine ,General Immunology and Microbiology ,Chemistry ,General Neuroscience ,C-terminus ,Molecular biophysics ,Chemical biology ,Adenosine A2A receptor ,General Medicine ,General Biochemistry, Genetics and Molecular Biology ,Hydrophobic effect ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,0302 clinical medicine ,Monomer ,Structural biology ,Biophysics ,030217 neurology & neurosurgery ,G protein-coupled receptor - Abstract
G protein-coupled receptors (GPCRs) have long been shown to exist as oligomers with functional properties distinct from those of the monomeric counterparts, but the driving factors of oligomerization remain relatively unexplored. Herein, we focus on the human adenosine A2A receptor (A2AR), a model GPCR that forms oligomers both in vitro and in vivo. Combining experimental and computational approaches, we discover that the intrinsically disordered C-terminus of A2AR drives receptor homo-oligomerization. The formation of A2AR oligomers declines progressively with the shortening of the C-terminus. Multiple interaction types are responsible for A2AR oligomerization, including disulfide linkages, hydrogen bonds, electrostatic interactions, and hydrophobic interactions. These interactions are enhanced by depletion interactions, giving rise to a tunable network of bonds that allow A2AR oligomers to adopt multiple interfaces. This study uncovers the disordered C-terminus as a prominent driving factor for the oligomerization of a GPCR, offering important insight into the effect of C-terminus modification on receptor oligomerization of A2AR and other GPCRs reconstituted in vitro for biophysical studies.
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- 2021
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10. Co‑cultivation of the anaerobic fungusCaecomyces churroviswithMethanobacterium bryantiienhances transcription of carbohydrate binding modules
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Asaf Salamov, Candice L. Swift, Michelle A. O’Malley, Susanna Seppälä, Mi Yan, John K. Henske, Jennifer L. Brown, Guifen He, Stephen J Mondo, Igor V. Grigoriev, Bernard Henrissat, Samantha Lee, Kerrie Barry, and Vansanth Singan
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chemistry.chemical_classification ,animal structures ,biology ,Microorganism ,Dockerin ,biology.organism_classification ,Methanogen ,Cell wall ,Rumen ,Enzyme ,chemistry ,Biochemistry ,Gene ,Archaea - Abstract
Anaerobic fungi and methanogenic archaea are two classes of microorganisms found in the rumen microbiome that metabolically interact during lignocellulose breakdown. Here, stable synthetic co-cultures of the anaerobic fungusCaecomyces churrovisand the methanogenMethanobacterium bryantii(not native to the rumen) were formed, demonstrating that microbes from different environments can be paired based on metabolic ties. Transcriptional and metabolic changes induced by methanogen co-culture were evaluated inC. churrovisacross a variety of substrates to identify mechanisms that impact biomass breakdown and sugar uptake. A high-quality genome ofC. churroviswas obtained and annotated, which is the first sequenced genome of a non-rhizoid forming anaerobic fungus.C. churrovispossess an abundance of CAZymes and carbohydrate binding modules and, in agreement with previous studies of early-diverging fungal lineages, N6-methyldeoxyadenine (6mA) was associated with transcriptionally active genes. Co-culture with the methanogen increased overall transcription of CAZymes, carbohydrate binding modules, and dockerin domains in co-cultures grown on both lignocellulose and cellulose and caused upregulation of genes coding associated enzymatic machinery including carbohydrate binding modules in family 18 and dockerin domains across multiple growth substrates relative toC. churrovismonoculture. Two other fungal strains grown on a reed canary grass substrate in co-culture with the same methanogen also exhibited high log2fold change values for upregulation of genes encoding carbohydrate binding modules in families 1 and 18. Transcriptional upregulation indicated that co-culture of theC. churrovisstrain with a methanogen may enhance pyruvate formate lyase (PFL) function for growth on xylan and fructose and production of bottleneck enzymes in sugar utilization pathways, further supporting the hypothesis that co-culture with a methanogen may enhance certain fungal metabolic functions. Upregulation of CBM18 may play a role in fungal-methanogen physical associations and fungal cell wall development and remodeling.
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- 2021
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11. Integrating Systems and Synthetic Biology to Understand and Engineer Microbiomes
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Ophelia S. Venturelli, Madeline M. Hayes, Bryce Connors, Yiyi Liu, Susanna Seppälä, Patrick A. Leggieri, and Michelle A. O’Malley
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computational modeling ,Engineering ,Biomedical Engineering ,Medicine (miscellaneous) ,microbiome ,Bioengineering ,Computational biology ,Article ,03 medical and health sciences ,Synthetic biology ,0302 clinical medicine ,Genetics ,Humans ,Microbiome ,Ubiquitous network ,030304 developmental biology ,0303 health sciences ,genetic engineering ,meta-omics ,business.industry ,Microbiota ,microbial interaction network ,Human Genome ,Synthetic Biology ,Generic health relevance ,business ,030217 neurology & neurosurgery ,Biotechnology - Abstract
Microbiomes are complex and ubiquitous networks of microorganisms whose seemingly limitless chemical transformations could be harnessed to benefit agriculture, medicine, and biotechnology. The spatial and temporal changes in microbiome composition and function are influenced by a multitude of molecular and ecological factors. This complexity yields both versatility and challenges in designing synthetic microbiomes and perturbing natural microbiomes in controlled, predictable ways. In this review, we describe factors that give rise to emergent spatial and temporal microbiome properties and the meta-omics and computational modeling tools that can be used to understand microbiomes at the cellular and system levels. We also describe strategies for designing and engineering microbiomes to enhance or build novel functions. Throughout the review, we discuss key knowledge and technology gaps for elucidating the networks and deciphering key control points for microbiome engineering, and highlight examples where multiple omics and modeling approaches can be integrated to address these gaps.
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- 2021
12. Author response: Homo-oligomerization of the human adenosine A2A receptor is driven by the intrinsically disordered C-terminus
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Jennifer Paige Hoover, Michael Vigers, Nicole S. Schonenbach, Blake Mertz, Susanna Seppälä, Khanh D. Nguyen, Michelle A. O’Malley, Songi Han, and Eric Sefah
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Chemistry ,Stereochemistry ,C-terminus ,Adenosine A2A receptor - Published
- 2021
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13. Homo-oligomerization of the human adenosine A
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Khanh Dinh Quoc, Nguyen, Michael, Vigers, Eric, Sefah, Susanna, Seppälä, Jennifer Paige, Hoover, Nicole Star, Schonenbach, Blake, Mertz, Michelle Ann, O'Malley, and Songi, Han
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Adenosine ,Receptor, Adenosine A2A ,c-terminus ,intrinsically disordered regions ,Protein Conformation ,Structural Biology and Molecular Biophysics ,E. coli ,Gene Expression ,S. cerevisiae ,adenosine a2a receptor ,oligomerization ,Biochemistry and Chemical Biology ,Escherichia coli ,Humans ,depletion interactions ,gpcrs ,Research Article - Abstract
G protein-coupled receptors (GPCRs) have long been shown to exist as oligomers with functional properties distinct from those of the monomeric counterparts, but the driving factors of oligomerization remain relatively unexplored. Herein, we focus on the human adenosine A2A receptor (A2AR), a model GPCR that forms oligomers both in vitro and in vivo. Combining experimental and computational approaches, we discover that the intrinsically disordered C-terminus of A2AR drives receptor homo-oligomerization. The formation of A2AR oligomers declines progressively with the shortening of the C-terminus. Multiple interaction types are responsible for A2AR oligomerization, including disulfide linkages, hydrogen bonds, electrostatic interactions, and hydrophobic interactions. These interactions are enhanced by depletion interactions, giving rise to a tunable network of bonds that allow A2AR oligomers to adopt multiple interfaces. This study uncovers the disordered C-terminus as a prominent driving factor for the oligomerization of a GPCR, offering important insight into the effect of C-terminus modification on receptor oligomerization of A2AR and other GPCRs reconstituted in vitro for biophysical studies.
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- 2021
14. Oligomerization of the Human Adenosine A2A Receptor is Driven by the Intrinsically Disordered C-terminus
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Nicole S. Schonenbach, Susanna Seppälä, Jennifer Paige Hoover, Khanh D. Nguyen, Michael Vigers, Blake Mertz, Michelle A. O’Malley, Songi Han, and Eric Sefah
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Hydrophobic effect ,chemistry.chemical_compound ,Monomer ,Chemistry ,Hydrogen bond ,C-terminus ,Disulfide bond ,Biophysics ,Adenosine A2A receptor ,Receptor ,G protein-coupled receptor - Abstract
G protein-coupled receptors (GPCRs) have long been shown to exist as oligomers with functional properties distinct from those of the monomeric counterparts, but the driving factors of GPCR oligomerization remain relatively unexplored. In this study, we focus on the human adenosine A2A receptor (A2AR), a model GPCR that forms oligomers both in vitro and in vivo. Combining experimental and computational approaches, we discover that the intrinsically disordered C-terminus of A2AR drives the homo-oligomerization of the receptor. The formation of A2AR oligomers declines progressively and systematically with the shortening of the C-terminus. Multiple interaction sites and types are responsible for A2AR oligomerization, including disulfide linkages, hydrogen bonds, electrostatic interactions, and hydrophobic interactions. These interactions are enhanced by depletion interactions along the C-terminus, forming a tunable network of bonds that allow A2AR oligomers to adopt multiple interfaces. This study uncovers the disordered C-terminus as a prominent driving factor for the oligomerization of a GPCR, offering important guidance for structure-function studies of A2AR and other GPCRs.
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- 2020
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15. A SWEET surprise: Anaerobic fungal sugar transporters and chimeras enhance sugar uptake in yeast
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Michelle A. O’Malley, Igor A. Podolsky, Haiqing Xu, Yong Su Jin, and Susanna Seppälä
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0106 biological sciences ,Saccharomyces cerevisiae ,Mannose ,Bioengineering ,Xylose ,01 natural sciences ,Applied Microbiology and Biotechnology ,Metabolic engineering ,03 medical and health sciences ,chemistry.chemical_compound ,010608 biotechnology ,Hexose ,Anaerobiosis ,Sugar ,030304 developmental biology ,chemistry.chemical_classification ,0303 health sciences ,biology ,Chimera ,Fructose ,biology.organism_classification ,Yeast ,Glucose ,Biochemistry ,chemistry ,Sugars ,Biotechnology - Abstract
In the yeast Saccharomyces cerevisiae, microbial fuels and chemicals production on lignocellulosic hydrolysates is constrained by poor sugar transport. For biotechnological applications, it is desirable to source transporters with novel or enhanced function from nonconventional organisms in complement to engineering known transporters. Here, we identified and functionally screened genes from three strains of early-branching anaerobic fungi (Neocallimastigomycota) that encode sugar transporters from the recently discovered Sugars Will Eventually be Exported Transporter (SWEET) superfamily in Saccharomyces cerevisiae. A novel fungal SWEET, NcSWEET1, was identified that localized to the plasma membrane and complemented growth in a hexose transporter-deficient yeast strain. Single cross-over chimeras were constructed from a leading NcSWEET1 expression-enabling domain paired with all other candidate SWEETs to broadly scan the sequence and functional space for enhanced variants. This led to the identification of a chimera, NcSW1/PfSW2:TM5-7, that enhanced the growth rate significantly on glucose, fructose, and mannose. Additional chimeras with varied cross-over junctions identified residues in TM1 that affect substrate selectivity. Furthermore, we demonstrate that NcSWEET1 and the enhanced NcSW1/PfSW2:TM5-7 variant facilitated novel co-consumption of glucose and xylose in S. cerevisiae. NcSWEET1 utilized 40.1% of both sugars, exceeding the 17.3% utilization demonstrated by the control HXT7(F79S) strain. Our results suggest that SWEETs from anaerobic fungi are beneficial tools for enhancing glucose and xylose co-utilization and offers a promising step towards biotechnological application of SWEETs in S. cerevisiae.
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- 2020
16. Genomic and proteomic biases inform metabolic engineering strategies for anaerobic fungi
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John K. Henske, Mohan Saxena, Susanna Seppälä, Thomas S. Lankiewicz, Igor V. Grigoriev, St. Elmo Wilken, Michelle A. O’Malley, and Asaf Salamov
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0106 biological sciences ,Endocrinology, Diabetes and Metabolism ,lcsh:Biotechnology ,Biomedical Engineering ,Computational biology ,Genome sequencing ,01 natural sciences ,Genome ,Article ,Genome engineering ,Metabolic engineering ,03 medical and health sciences ,010608 biotechnology ,lcsh:TP248.13-248.65 ,Genetics ,CRISPR ,Gene ,lcsh:QH301-705.5 ,030304 developmental biology ,2. Zero hunger ,0303 health sciences ,Neocallimastigomycota ,biology ,Human Genome ,Fungi ,Codon optimization ,biology.organism_classification ,Anaerobe ,lcsh:Biology (General) ,Proteome ,Heterologous expression ,Amino acid distribution ,Biotechnology - Abstract
Anaerobic fungi (Neocallimastigomycota) are emerging non-model hosts for biotechnology due to their wealth of biomass-degrading enzymes, yet tools to engineer these fungi have not yet been established. Here, we show that the anaerobic gut fungi have the most GC depleted genomes among 443 sequenced organisms in the fungal kingdom, which has ramifications for heterologous expression of genes as well as for emerging CRISPR-based genome engineering approaches. Comparative genomic analyses suggest that anaerobic fungi may contain cellular machinery to aid in sexual reproduction, yet a complete mating pathway was not identified. Predicted proteomes of the anaerobic fungi also contain an unusually large fraction of proteins with homopolymeric amino acid runs consisting of five or more identical consecutive amino acids. In particular, threonine runs are especially enriched in anaerobic fungal carbohydrate active enzymes (CAZymes) and this, together with a high abundance of predicted N-glycosylation motifs, suggests that gut fungal CAZymes are heavily glycosylated, which may impact heterologous production of these biotechnologically useful enzymes. Finally, we present a codon optimization strategy to aid in the development of genetic engineering tools tailored to these early-branching anaerobic fungi., Highlights • Anaerobic fungi are emerging non-model hosts to produce biomass-degrading enzymes. • Comparative genomics reveals that anaerobic fungi are the most AT-rich organisms in the fungal kingdom. • Predicted gut fungal proteomes contain a large fraction of proteins with homopolymeric amino acid runs. • AT-richness of anaerobic fungi dictates non-conventional codon optimization and genetic engineering strategies.
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- 2020
17. The importance of sourcing enzymes from non-conventional fungi for metabolic engineering and biomass breakdown
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Susanna Seppälä, Doriv Knop, Kevin V. Solomon, St. Elmo Wilken, and Michelle A. O’Malley
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0301 basic medicine ,Microbial Consortia ,Bioengineering ,Cellulase ,Biology ,Lignin ,Applied Microbiology and Biotechnology ,Genome ,Catalysis ,Fungal Proteins ,Metabolic engineering ,03 medical and health sciences ,Genome editing ,Biomass ,Bioprocess ,business.industry ,biology.organism_classification ,Yeast ,Biotechnology ,Chytridiomycota ,030104 developmental biology ,Metabolic Engineering ,Neocallimastigomycota ,biology.protein ,business ,Function (biology) - Abstract
A wealth of fungal enzymes has been identified from nature, which continue to drive strain engineering and bioprocessing for a range of industries. However, while a number of clades have been investigated, the vast majority of the fungal kingdom remains unexplored for industrial applications. Here, we discuss selected classes of fungal enzymes that are currently in biotechnological use, and explore more basal, non-conventional fungi and their underexploited biomass-degrading mechanisms as promising agents in the transition towards a bio-based society. Of special interest are anaerobic fungi like the Neocallimastigomycota, which were recently found to harbor the largest diversity of biomass-degrading enzymes among the fungal kingdom. Enzymes sourced from these basal fungi have been used to metabolically engineer substrate utilization in yeast, and may offer new paths to lignin breakdown and tunneled biocatalysis. We also contrast classic enzymology approaches with emerging 'omics'-based tools to decipher function within novel fungal isolates and identify new promising enzymes. Recent developments in genome editing are expected to accelerate discovery and metabolic engineering within these systems, yet are still limited by a lack of high-resolution genomes, gene regulatory regions, and even appropriate culture conditions. Finally, we present new opportunities to harness the biomass-degrading potential of undercharacterized fungi via heterologous expression and engineered microbial consortia.
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- 2017
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18. 17 The Biotechnological Potential of Anaerobic Gut Fungi
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Matthew J. Reilly, Veronika Flad, Yanfen Cheng, Kevin V. Solomon, Michael K. Theodorou, Diana Young, Casey A. Hooker, Michelle A. O’Malley, Mostafa S. Elshahed, K. Fliegerová, Yuanfei Li, Gareth W. Griffith, Sabine Marie Podmirseg, Magdalena Nagler, Noha H. Youssef, and Susanna Seppälä
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Animal health ,Neocallimastigomycota ,business.industry ,Bioenergy ,Fungal enzymes ,Biology ,business ,biology.organism_classification ,Anaerobic exercise ,Chemical production ,Biotechnology - Abstract
The anaerobic gut fungi (Neocallimastigomycota), first described almost 50 years ago, hold extraordinary potential for biotechnology. Anaerobic fungi could contribute to bioenergy and bio-based chemical production via their ability to degrade lignocellulose, may enhance animal health and production, and are now being revealed to have interesting biosynthetic potential for development. In this chapter, we briefly describe the biology of these species, discuss recent efforts to identify and exploit anaerobic fungal enzymes, and survey challenges and opportunities for their adoption in a variety of biotechnology applications.
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- 2020
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19. Heterologous transporters from anaerobic fungi bolster fluoride tolerance in Saccharomyces cerevisiae
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Daniel Yur, Justin I. Yoo, Michelle A. O’Malley, and Susanna Seppälä
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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
20. De-bugging and maximizing plant cytochrome P450 production in Escherichia coli with C-terminal GFP fusions
- Author
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Birger Lindberg Møller, Hobel T, Susanna Seppälä, Ulla Christensen, Dario Vazquez-Albacete, Anders Holmgaard Hansen, Søgaard Km, Morten Thrane Nielsen, Scott James Harrison, and Nørholm Mhh
- Subjects
0301 basic medicine ,Recombinant Fusion Proteins ,Green Fluorescent Proteins ,medicine.disease_cause ,Applied Microbiology and Biotechnology ,Green fluorescent protein ,03 medical and health sciences ,Cytochrome P-450 Enzyme System ,Escherichia coli ,medicine ,Animals ,Cloning, Molecular ,Gene ,Sequence Deletion ,chemistry.chemical_classification ,biology ,Cytochrome P450 ,General Medicine ,Plants ,Transmembrane domain ,030104 developmental biology ,Enzyme ,Biochemistry ,chemistry ,Biocatalysis ,biology.protein ,Heterologous expression ,Oxidation-Reduction ,Linker ,Biotechnology - Abstract
Cytochromes P450 (CYP) are attractive enzyme targets in biotechnology as they catalyze stereospecific C-hydroxylations of complex core skeletons at positions that typically are difficult to access by chemical synthesis. Membrane bound CYPs are involved in nearly all plant pathways leading to the formation of high-value compounds. In the present study, we systematically maximize the heterologous expression of six different plant-derived CYP genes in Escherichia coli, using a workflow based on C-terminal fusions to the green fluorescent protein. The six genes can be over-expressed in both K- and B-type E. coli strains using standard growth media. Furthermore, sequences encoding a small synthetic peptide and a small bacterial membrane anchor markedly enhance the expression of all six genes. For one of the CYPs, the length of the linker region between the predicted N-terminal transmembrane segment and the soluble domain is modified, in order to verify the importance of this region for enzymatic activity. The work describes how membrane bound CYPs are optimally produced in E. coli and thus adds this plant multi-membered key enzyme family to the toolbox for bacterial cell factory design.
- Published
- 2017
- Full Text
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21. An expression tag toolbox for microbial production of membrane bound plant cytochromes P450
- Author
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Birger Lindberg Møller, Susanna Seppälä, Morten H. H. Nørholm, Ulla Christensen, Dario Vazquez-Albacete, and Ana Mafalda Cavaleiro
- Subjects
0301 basic medicine ,chemistry.chemical_classification ,030102 biochemistry & molecular biology ,Bioengineering ,Biology ,medicine.disease_cause ,Applied Microbiology and Biotechnology ,law.invention ,Green fluorescent protein ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,Enzyme ,chemistry ,Biosynthesis ,Biochemistry ,Membrane protein ,law ,Gene expression ,medicine ,Recombinant DNA ,Peptide library ,Escherichia coli ,Biotechnology - Abstract
Membrane-associated Cytochromes P450 (P450s) are one of the most important enzyme families for biosynthesis of plant-derived medicinal compounds. However, the hydrophobic nature of P450s makes their use in robust cell factories a challenge. Here, we explore a small library of N-terminal expression tag chimeras of the model plant P450 CYP79A1 in different Escherichia coli strains. Using a high-throughput screening platform based on C-terminal GFP fusions, we identify several highly expressing and robustly performing chimeric designs. Analysis of long-term cultures by flow cytometry showed homogeneous populations for some of the conditions. Three chimeric designs were chosen for a more complex combinatorial assembly of a multigene pathway consisting of two P450s and a redox partner. Cells expressing these recombinant enzymes catalyzed the conversion of the substrate to highly different ratios of the intermediate and the final product of the pathway. Finally, the effect of a robustly performing expression tag was explored with a library of 49 different P450s from medicinal plants and nearly half of these were improved in expression by more than twofold. The developed toolbox serves as a platform to tune P450 performance in microbial cells, thereby facilitating recombinant production of complex plant P450-derived biochemicals. Biotechnol. Bioeng. 2017;114: 751-760. © 2016 Wiley Periodicals, Inc.
- Published
- 2016
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- View/download PDF
22. Oligomerization of the Human Adenosine A2AReceptor is Driven by the Intrinsically Disordered C-Terminus
- Author
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Blake Mertz, Khanh D. Nguyen, Michelle A. O’Malley, Eric Sefah, Michael Vigers, Jennifer Paige Hoover, Susanna Seppälä, and Songi Han
- Subjects
Stereochemistry ,Chemistry ,C-terminus ,Biophysics ,medicine ,Adenosine ,medicine.drug - Published
- 2021
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23. Harnessing Nature's Anaerobes for Biotechnology and Bioprocessing
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Michelle A. O’Malley, Candice L. Swift, Thomas S. Lankiewicz, Jennifer L. Brown, Igor A. Podolsky, and Susanna Seppälä
- Subjects
0106 biological sciences ,0303 health sciences ,Renewable Energy, Sustainability and the Environment ,General Chemical Engineering ,Anaerobic microorganisms ,Fungi ,General Chemistry ,Industrial biotechnology ,Pulp and paper industry ,01 natural sciences ,Microbiology ,Chemical production ,Enzymes ,Gastrointestinal Microbiome ,03 medical and health sciences ,010608 biotechnology ,Fermentation ,Environmental science ,Anaerobiosis ,Bioprocess ,030304 developmental biology ,Biotechnology - Abstract
Industrial biotechnology has the potential to decrease our reliance on petroleum for fuel and bio-based chemical production and also enable valorization of waste streams. Anaerobic microorganisms thrive in resource-limited environments and offer an array of novel bioactivities in this regard that could revolutionize biomanufacturing. However, they have not been adopted for widespread industrial use owing to their strict growth requirements, limited number of available strains, difficulty in scale-up, and genetic intractability. This review provides an overview of current and future uses for anaerobes in biotechnology and bioprocessing in the postgenomic era. We focus on the recently characterized anaerobic fungi (Neocallimastigomycota) native to the digestive tract of large herbivores, which possess a trove of enzymes, pathways, transporters, and other biomolecules that can be harnessed for numerous biotechnological applications. Resolving current genetic intractability, scale-up, and cultivation challenges will unlock the potential of these lignocellulolytic fungi and other nonmodel micro-organisms to accelerate bio-based production.
- Published
- 2019
24. Co-cultivation of the anaerobic fungus Anaeromyces robustus with Methanobacterium bryantii enhances transcription of carbohydrate active enzymes
- Author
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Candice L. Swift, Susanna Seppälä, Jennifer L. Brown, and Michelle A. O’Malley
- Subjects
0303 health sciences ,Carbohydrate transport ,biology ,Transcription, Genetic ,030306 microbiology ,Methanobacterium ,Neocallimastigales ,Carbohydrates ,Bioengineering ,Dockerin ,Fungus ,biology.organism_classification ,Applied Microbiology and Biotechnology ,Methanogen ,Lignin ,03 medical and health sciences ,Metabolic pathway ,Rumen ,Biochemistry ,Carbohydrate Metabolism ,Carbohydrate-binding module ,Anaerobiosis ,Gene ,030304 developmental biology ,Biotechnology - Abstract
Anaerobic gut fungi are biomass degraders that form syntrophic associations with other microbes in their native rumen environment. Here, RNA-Seq was used to track and quantify carbohydrate active enzyme (CAZyme) transcription in a synthetic consortium composed of the anaerobic fungus Anaeromyces robustus with methanogen Methanobacterium bryantii. Approximately 5% of total A. robustus genes were differentially regulated in co-culture with M. bryantii relative to cultivation of A. robustus alone. We found that 105 CAZymes (12% of the total predicted CAZymes of A. robustus) were upregulated while 29 were downregulated. Upregulated genes encode putative proteins with a wide array of cellulolytic, xylanolytic, and carbohydrate transport activities; 75% were fused to fungal dockerin domains, associated with a carbohydrate binding module, or both. Collectively, this analysis suggests that co-culture of A. robustus with M. bryantii remodels the transcriptional landscape of CAZymes and associated metabolic pathways in the fungus to aid in lignocellulose breakdown.
- Published
- 2019
25. Accurate DNA Assembly and Genome Engineering with Optimized Uracil Excision Cloning
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Morten H. H. Nørholm, Morten Thrane Nielsen, Susanna Seppälä, Ana Mafalda Cavaleiro, and Se Hyeuk Kim
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DNA, Bacterial ,Genome engineering ,0106 biological sciences ,Biomedical Engineering ,DNA Fragmentation ,Computational biology ,Biology ,Molecular cloning ,01 natural sciences ,Biochemistry, Genetics and Molecular Biology (miscellaneous) ,Genome ,03 medical and health sciences ,chemistry.chemical_compound ,Bacterial Proteins ,010608 biotechnology ,Uracil excision cloning ,DNA assembly ,Cloning, Molecular ,Uracil ,030304 developmental biology ,Cloning ,Genetics ,0303 health sciences ,Pantoea ,General Medicine ,beta Carotene ,chemistry ,Multigene Family ,DNA fragmentation ,Genetic Engineering ,In vitro recombination ,DNA - Abstract
Simple and reliable DNA editing by uracil excision (a.k.a. USERcloning) has been described by several research groups, but the optimal design ofcohesive DNA ends for multigene assembly remains elusive. Here, we use twomodel constructs based on expression of gfp and a four-gene pathway thatproduces β-carotene to optimize assembly junctions and the uracil excisionprotocol. By combining uracil excision cloning with a genomic integrationtechnology, we demonstrate that up to six DNA fragments can be assembled in aone-tube reaction for direct genome integration with high accuracy, greatlyfacilitating the advanced engineering of robust cell factories.
- Published
- 2015
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26. Dimerization of Human Adenosine A2AReceptor - Impact of the C-Terminus
- Author
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Nicole S. Schonenbach, Michelle A. O’Malley, Susanna Seppälä, Songi Han, Khanh D. Nguyen, and Michael Vigers
- Subjects
Stereochemistry ,Chemistry ,C-terminus ,Biophysics ,medicine ,Adenosine ,medicine.drug - Published
- 2019
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- View/download PDF
27. Human Adenosine A2AR Dimerization is Driven by a C-terminal Motif
- Author
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Susanna Seppälä, Nicole S. Schonenbach, Jennifer Paige Hoover, Michelle A. O’Malley, Michael Vigers, Songi Han, and Khanh D. Nguyen
- Subjects
Stereochemistry ,Chemistry ,Biophysics ,medicine ,Motif (music) ,Adenosine ,medicine.drug - Published
- 2020
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28. Assembly of Highly Standardized Gene Fragments for High-Level Production of Porphyrins in E. coli
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Morten Thrane Nielsen, Birger Lindberg Møller, Morten H. H. Nørholm, Lone Riisberg, Karina Marie Madsen, Scott James Harrison, Susanna Seppälä, and Ulla Christensen
- Subjects
Flexibility (engineering) ,Porphyrins ,Cloning (programming) ,Standardization ,business.industry ,Biomedical Engineering ,DNA ,General Medicine ,Molecular cloning ,Biology ,Biochemistry, Genetics and Molecular Biology (miscellaneous) ,Pipeline (software) ,Genome ,Biotechnology ,Metabolic engineering ,Synthetic biology ,Metabolic Engineering ,Escherichia coli ,Synthetic Biology ,Biochemical engineering ,Cloning, Molecular ,business - Abstract
Standardization of molecular cloning greatly facilitates advanced DNA engineering, parts sharing, and collaborative efforts such as the iGEM competition. All of these attributes facilitate exploitation of the wealth of genetic information made available by genome and RNA sequencing. Standardization also comes at the cost of reduced flexibility. We addressed this paradox by formulating a set of design principles aimed at maximizing standardization while maintaining high flexibility in choice of cloning technique and minimizing the impact of standard sequences. The design principles were applied to formulate a molecular cloning pipeline and iteratively assemble and optimize a six-gene pathway for protoporphyrin IX synthesis in Escherichia coli. State of the art production levels were achieved through two simple cycles of engineering and screening. The principles defined here are generally applicable and simplifies the experimental design of projects aimed at biosynthetic pathway construction or engineering.
- Published
- 2014
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29. Mapping the membrane proteome of anaerobic gut fungi identifies a wealth of carbohydrate binding proteins and transporters
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Michelle A. O’Malley, Sean P. Gilmore, Susanna Seppälä, Kevin V. Solomon, and John K. Henske
- Subjects
0301 basic medicine ,Proteome ,Neocallimastigales ,medicine.disease_cause ,Lignin ,Applied Microbiology and Biotechnology ,Neocallimastix ,Feces ,Membrane proteins ,Protein targeting ,Anaerobiosis ,Integral membrane protein ,Carbohydrate binding proteins ,2. Zero hunger ,biology ,Goats ,Intestines ,Biochemistry ,Piromyces ,Lignocellulose ,Protein Binding ,Biotechnology ,Anaerobic fungi ,1.1 Normal biological development and functioning ,Carbohydrates ,Bioengineering ,Microbiology ,Industrial Biotechnology ,Fungal Proteins ,03 medical and health sciences ,Species Specificity ,Underpinning research ,medicine ,Animals ,Secretion ,Horses ,Secretory pathway ,G protein-coupled receptor ,Sheep ,Bioresource and Agricultural Engineering ,030102 biochemistry & molecular biology ,Gene Expression Profiling ,Research ,Fungi ,Membrane Transport Proteins ,biology.organism_classification ,030104 developmental biology ,Membrane protein ,Generic health relevance ,Transcriptome ,Microbial engineering - Abstract
Background Engineered cell factories that convert biomass into value-added compounds are emerging as a timely alternative to petroleum-based industries. Although often overlooked, integral membrane proteins such as solute transporters are pivotal for engineering efficient microbial chassis. Anaerobic gut fungi, adapted to degrade raw plant biomass in the intestines of herbivores, are a potential source of valuable transporters for biotechnology, yet very little is known about the membrane constituents of these non-conventional organisms. Here, we mined the transcriptome of three recently isolated strains of anaerobic fungi to identify membrane proteins responsible for sensing and transporting biomass hydrolysates within a competitive and rather extreme environment. Results Using sequence analyses and homology, we identified membrane protein-coding sequences from assembled transcriptomes from three strains of anaerobic gut fungi: Neocallimastix californiae, Anaeromyces robustus, and Piromyces finnis. We identified nearly 2000 transporter components: about half of these are involved in the general secretory pathway and intracellular sorting of proteins; the rest are predicted to be small-solute transporters. Unexpectedly, we found a number of putative sugar binding proteins that are associated with prokaryotic uptake systems; and approximately 100 class C G-protein coupled receptors (GPCRs) with non-canonical putative sugar binding domains. Conclusions We report the first comprehensive characterization of the membrane protein machinery of biotechnologically relevant anaerobic gut fungi. Apart from identifying conserved machinery for protein sorting and secretion, we identify a large number of putative solute transporters that are of interest for biotechnological applications. Notably, our data suggests that the fungi display a plethora of carbohydrate binding domains at their surface, perhaps as a means to sense and sequester some of the sugars that their biomass degrading, extracellular enzymes produce. Electronic supplementary material The online version of this article (doi:10.1186/s12934-016-0611-7) contains supplementary material, which is available to authorized users.
- Published
- 2016
- Full Text
- View/download PDF
30. An expression tag toolbox for microbial production of membrane bound plant cytochromes P450
- Author
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Dario, Vazquez-Albacete, Ana Mafalda, Cavaleiro, Ulla, Christensen, Susanna, Seppälä, Birger Lindberg, Møller, and Morten H H, Nørholm
- Subjects
Models, Molecular ,Cytochrome P-450 Enzyme System ,Peptide Library ,Terpenes ,Recombinant Fusion Proteins ,Escherichia coli ,Membrane Proteins ,Cloning, Molecular ,Plant Proteins - Abstract
Membrane-associated Cytochromes P450 (P450s) are one of the most important enzyme families for biosynthesis of plant-derived medicinal compounds. However, the hydrophobic nature of P450s makes their use in robust cell factories a challenge. Here, we explore a small library of N-terminal expression tag chimeras of the model plant P450 CYP79A1 in different Escherichia coli strains. Using a high-throughput screening platform based on C-terminal GFP fusions, we identify several highly expressing and robustly performing chimeric designs. Analysis of long-term cultures by flow cytometry showed homogeneous populations for some of the conditions. Three chimeric designs were chosen for a more complex combinatorial assembly of a multigene pathway consisting of two P450s and a redox partner. Cells expressing these recombinant enzymes catalyzed the conversion of the substrate to highly different ratios of the intermediate and the final product of the pathway. Finally, the effect of a robustly performing expression tag was explored with a library of 49 different P450s from medicinal plants and nearly half of these were improved in expression by more than twofold. The developed toolbox serves as a platform to tune P450 performance in microbial cells, thereby facilitating recombinant production of complex plant P450-derived biochemicals. Biotechnol. Bioeng. 2017;114: 751-760. © 2016 Wiley Periodicals, Inc.
- Published
- 2016
31. A nanobody:GFP bacterial platform that enables functional enzyme display and easy quantification of display capacity
- Author
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Morten H. H. Nørholm, Susanna Seppälä, Emil C. Fischer, Virginia Martínez, and Sofie Wendel
- Subjects
0301 basic medicine ,Type V Secretion Systems ,Recombinant Fusion Proteins ,030106 microbiology ,Genetic Vectors ,Green Fluorescent Proteins ,Chitinase A ,Bioengineering ,Biology ,GFP ,Applied Microbiology and Biotechnology ,Flow cytometry ,Green fluorescent protein ,Bacterial protein ,03 medical and health sciences ,Bacterial Proteins ,medicine ,Escherichia coli ,chemistry.chemical_classification ,medicine.diagnostic_test ,Research ,Chitinases ,LppOmpA ,Single-Domain Antibodies ,Flow Cytometry ,Surface display ,Molecular biology ,Enzyme ,chemistry ,Microscopy, Fluorescence ,Autotransporter ,Bacterial Outer Membrane Proteins ,Biophysics ,Biocatalysis ,Nanobody ,Electrophoresis, Polyacrylamide Gel ,Bacterial outer membrane ,Whole-cell catalysis ,Biotechnology - Abstract
Background Bacterial surface display is an attractive technique for the production of cell-anchored, functional proteins and engineering of whole-cell catalysts. Although various outer membrane proteins have been used for surface display, an easy and versatile high-throughput-compatible assay for evaluating and developing surface display systems is missing. Results Using a single domain antibody (also called nanobody) with high affinity for green fluorescent protein (GFP), we constructed a system that allows for fast, fluorescence-based detection of displayed proteins. The outer membrane hybrid protein LppOmpA and the autotransporter C-IgAP exposed the nanobody on the surface of Escherichia coli with very different efficiency. Both anchors were capable of functionally displaying the enzyme Chitinase A as a fusion with the nanobody, and this considerably increased expression levels compared to displaying the nanobody alone. We used flow cytometry to analyse display capability on single-cell versus population level and found that the signal peptide of the anchor has great effect on display efficiency. Conclusions We have developed an inexpensive and easy read-out assay for surface display using nanobody:GFP interactions. The assay is compatible with the most common fluorescence detection methods, including multi-well plate whole-cell fluorescence detection, SDS-PAGE in-gel fluorescence, microscopy and flow cytometry. We anticipate that the platform will facilitate future in-depth studies on the mechanism of protein transport to the surface of living cells, as well as the optimisation of applications in industrial biotech. Electronic supplementary material The online version of this article (doi:10.1186/s12934-016-0474-y) contains supplementary material, which is available to authorized users.
- Published
- 2016
- Full Text
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32. Variability in benthic diazotrophy and cyanobacterial diversity in a tropical intertidal lagoon
- Author
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Beatriz Díez, Agneta Julia Borg, Birgitta Bergman, Susanna Seppälä, Karolina Bauer, and Charles Lugomela
- Subjects
Genetic diversity ,Ecology ,Benthic zone ,Aquatic environment ,Biodiversity ,Intertidal zone ,Biology ,Applied Microbiology and Biotechnology ,Microbiology - Abstract
Variability in benthic diazotrophy and cyanobacterial diversity in a tropical intertidal lagoon.
- Published
- 2008
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33. Features of Transmembrane Segments That Promote the Lateral Release from the Translocase into the Lipid Phase
- Author
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Kun Xie, Ross E. Dalbey, Mikaela Rapp, Tara Hessa, Susanna Seppälä, and Gunnar von Heijne
- Subjects
Molecular Sequence Data ,Biochemistry ,Bacterial Proteins ,Translocase ,Amino Acid Sequence ,Lipid bilayer ,Adenosine Triphosphatases ,SecA Proteins ,biology ,Chemistry ,Escherichia coli Proteins ,Endoplasmic reticulum ,Cell Membrane ,Membrane Transport Proteins ,Biological Transport ,Lipid Metabolism ,Transmembrane protein ,Transmembrane domain ,Membrane ,Membrane protein ,Membrane topology ,Biophysics ,biology.protein ,Hydrophobic and Hydrophilic Interactions ,SEC Translocation Channels ,Bacteriophage M13 ,Peptide Hydrolases - Abstract
Topogenic sequences direct the membrane topology of proteins by being recognized and decoded by integral membrane translocases. In this paper, we have compared the minimal sequence characteristics of helical-hairpin, reverse signal-anchor, and stop-transfer sequences in bacterial membrane proteins that use either the YidC or SecYEG translocases for membrane insertion. We find that a stretch composed of 3 leucines and 16 alanines is required for efficient membrane-anchoring of the M13 procoat protein that inserts by a helical hairpin mechanism, and that a stretch composed of only 19 alanines has a detectable membrane-anchoring ability. Similar results were obtained for the reverse signal-anchor sequence of the single-spanning Pf3 coat protein and for stop-transfer segments engineered into leader peptidase. We have also determined the contribution to the apparent free energy of membrane insertion of M13 procoat for all 20 amino acids. The relative order of the contributions is similar to that determined for a stop-transfer sequence in the mammalian endoplasmic reticulum, but the absolute difference between the contributions for the most hydrophobic and most hydrophilic residues is somewhat larger in the E. coli system. These results are significant because they define the features of a membrane protein transmembrane segment that induce lateral release from the YidC and Sec translocases into the lipid bilayer in bacteria.
- Published
- 2007
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34. Identification and evolution of dual-topology membrane proteins
- Author
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Gunnar von Heijne, Mikaela Rapp, Susanna Seppälä, and Erik Granseth
- Subjects
Cytoplasm ,FERM domain ,biology ,Membrane transport protein ,Escherichia coli Proteins ,Molecular Sequence Data ,Peripheral membrane protein ,Membrane Proteins ,Computational biology ,Membrane transport ,Cell biology ,Evolution, Molecular ,Mitochondrial membrane transport protein ,Dual topology ,Membrane protein ,Structural Biology ,Mutation ,Escherichia coli ,biology.protein ,Amino Acid Sequence ,Molecular Biology ,Integral membrane protein - Abstract
Integral membrane proteins are generally believed to have unique membrane topologies. However, it has been suggested that dual-topology proteins that adopt a mixture of two opposite orientations in the membrane may exist. Here we show that the membrane orientations of five dual-topology candidates identified in Escherichia coli are highly sensitive to changes in the distribution of positively charged residues, that genes in families containing dual-topology candidates occur in genomes either as pairs or as singletons and that gene pairs encode two oppositely oriented proteins whereas singletons encode dual-topology candidates. Our results provide strong support for the existence of dual-topology proteins and shed new light on the evolution of membrane-protein topology and structure.
- Published
- 2006
- Full Text
- View/download PDF
35. Uracil Excision for Assembly of Complex Pathways
- Author
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Susanna Seppälä, Morten H. H. Nørholm, Se Hyeuk Kim, Morten Thrane Nielsen, and Ana Mafalda Cavaleiro
- Subjects
Metabolic engineering ,chemistry.chemical_compound ,Synthetic biology ,chemistry ,Biochemistry ,Uracil ,Molecular cloning - Published
- 2015
- Full Text
- View/download PDF
36. Mapping the Membrane Proteome of Anaerobic Gut Fungi using RNA-Seq
- Author
-
Sean P. Gilmore, Susanna Seppälä, John K. Henske, Monica D. Rieth, Michelle A. O’Malley, and Kevin S. Solomon
- Subjects
0301 basic medicine ,biology ,Biophysics ,RNA-Seq ,Transporter ,biology.organism_classification ,Neocallimastix ,Transcriptome ,03 medical and health sciences ,030104 developmental biology ,Biochemistry ,Digestion ,Receptor ,Integral membrane protein ,G protein-coupled receptor - Abstract
Anaerobic gut fungi reside in the digestive tract of large herbivores where they enable the digestion of resilient plant biomass into fermentable sugars. It is likely that the membrane envelope of these important but woefully understudied organisms is involved in their cellulolytic lifestyle. Our studies suggest that these fungal membranes contain a number of sugar transporters and sensors that are potentially valuable tools for the biotech community. Characterization of these entities will also shed light on the remarkable abilities of these most early diverging eukaryotes. Here, we have used RNA-Seq to study the membrane transcriptome of three strains of gut fungi: Anaeromyces sp. S4, Piromyces sp. finn, and Neocallimastix sp. G1 at high resolution. Hydropathy analyses suggest that at least 20% of the transcripts in each strain encode proteins that are integral membrane proteins. Among these are transporters and proteins involved in energy metabolism and signaling. Surprisingly, we find a number of membrane-anchored proteins that are homologous to bacterial sugar-binding proteins. Some of these putative sugar-binding domains are fused to class 3 G-protein coupled receptors (GPCRs), and as such suggest that GPCRs play a sugar-sensing role in primitive fungi.
- Published
- 2016
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- View/download PDF
37. Emulating Membrane Protein Evolution by Rational Design
- Author
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Mikaela Rapp, Gunnar von Heijne, Erik Granseth, and Susanna Seppälä
- Subjects
Genetics ,Multidisciplinary ,biology ,Membrane transport protein ,Protein subunit ,Cell membrane ,Membrane ,medicine.anatomical_structure ,Membrane protein ,medicine ,biology.protein ,Biophysics ,Protein folding ,Small multidrug resistance protein ,Integral membrane protein - Abstract
How do integral membrane proteins evolve in size and complexity? Using the small multidrug-resistance protein EmrE from Escherichia coli as a model, we experimentally demonstrated that the evolution of membrane proteins composed of two homologous but oppositely oriented domains can occur in a small number of steps: An original dual-topology protein evolves, through a gene-duplication event, to a heterodimer formed by two oppositely oriented monomers. This simple evolutionary pathway can explain the frequent occurrence of membrane proteins with an internal pseudo–two-fold symmetry axis in the plane of the membrane.
- Published
- 2007
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38. Why have small multidrug resistance proteins not evolved into fused, internally duplicated structures?
- Author
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Joanna S.G. Slusky, Susanna Seppälä, Mikaela Rapp, Pilar Lloris-Garcerá, and Gunnar von Heijne
- Subjects
Inverted repeat ,Recombinant Fusion Proteins ,Biology ,Antiparallel (biochemistry) ,Antiporters ,Protein Structure, Secondary ,Evolution, Molecular ,03 medical and health sciences ,0302 clinical medicine ,Structural Biology ,Drug Resistance, Multiple, Bacterial ,Gene Duplication ,Gene duplication ,Amino Acid Sequence ,Molecular Biology ,Gene ,030304 developmental biology ,0303 health sciences ,Escherichia coli Proteins ,Transporter ,Protein Structure, Tertiary ,Membrane ,Dual topology ,Biochemistry ,Membrane protein ,Biophysics ,Genes, MDR ,Protein Multimerization ,030217 neurology & neurosurgery - Abstract
The increasing number of solved membrane protein structures has led to the recognition of a common feature in a large fraction of the small-molecule transporters: inverted repeat structures, formed by two fused homologous membrane domains with opposite orientation in the membrane. An evolutionary pathway in which the ancestral state is a single gene encoding a dual-topology membrane protein capable of forming antiparallel homodimers has been posited. A gene duplication event enables the evolution of two oppositely orientated proteins that form antiparallel heterodimers. Finally, fusion of the two genes generates an internally duplicated transporter with two oppositely orientated membrane domains. Strikingly, however, in the small multidrug resistance (SMR) family of transporters, no fused, internally duplicated proteins have been found to date. Here, we have analyzed fused versions of the dual-topology transporter EmrE, a member of the SMR family, by blue-native PAGE and in vivo activity measurements. We find that fused constructs give rise to both intramolecular inverted repeat structures and competing intermolecular dimers of varying activity. The formation of several intramolecularly and intermolecularly paired species indicates that a gene fusion event may lower the overall amount of active protein, possibly explaining the apparent absence of fused SMR proteins in nature.
- Published
- 2014
39. In Vivo Trp Scanning of the Small Multidrug Resistance Protein EmrE Confirms 3D Structure Models
- Author
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Susanna Seppälä, Lars V. Schäfer, Pilar Lloris-Garcerá, Gunnar von Heijne, Marten Prieß, and Joanna S.G. Slusky
- Subjects
Models, Molecular ,Protein Conformation ,Stereochemistry ,Molecular Sequence Data ,Biology ,Crystallography, X-Ray ,01 natural sciences ,Antiporters ,03 medical and health sciences ,Molecular dynamics ,Protein structure ,Structural Biology ,In vivo ,multidrug resistance ,0103 physical sciences ,EmrE ,Position-Specific Scoring Matrices ,Amino Acid Sequence ,Small multidrug resistance protein ,Molecular Biology ,Peptide sequence ,030304 developmental biology ,0303 health sciences ,010304 chemical physics ,Escherichia coli Proteins ,Trp scan ,Biochemistry and Molecular Biology ,Protein multimerization ,3. Good health ,Transmembrane domain ,Mutagenesis, Site-Directed ,Protein quaternary structure ,Protein Multimerization ,Biokemi och molekylärbiologi - Abstract
The quaternary structure of the homodimeric small multidrug resistance protein EmrE has been studied intensely over the past decade. Structural models derived from both two- and three-dimensional crystals show EmrE as an anti-parallel homodimer. However, the resolution of the structures is rather low and their relevance for the in vivo situation has been questioned. Here, we have challenged the available structural models by a comprehensive in vivo Trp scanning of all four transmembrane helices in EmrE. The results are in close agreement with the degree of lipid exposure of individual residues predicted from coarse-grained molecular dynamics simulations of the anti-parallel dimeric structure obtained by X-ray crystallography, strongly suggesting that the X-ray structure provides a good representation of the active in vivo form of EmrE
- Published
- 2013
40. Co‑cultivation of the anaerobic fungus Caecomyces churrovis with Methanobacterium bryantii enhances transcription of carbohydrate binding modules, dockerins, and pyruvate formate lyases on specific substrates
- Author
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Jennifer L. Brown, Candice L. Swift, Stephen J. Mondo, Susanna Seppala, Asaf Salamov, Vasanth Singan, Bernard Henrissat, Elodie Drula, John K. Henske, Samantha Lee, Kurt LaButti, Guifen He, Mi Yan, Kerrie Barry, Igor V. Grigoriev, and Michelle A. O’Malley
- Subjects
Anaerobic fungi ,Methanogen ,Metabolism ,Genome ,RNA-Seq ,Consortia ,Fuel ,TP315-360 ,Biotechnology ,TP248.13-248.65 - Abstract
Abstract Anaerobic fungi and methanogenic archaea are two classes of microorganisms found in the rumen microbiome that metabolically interact during lignocellulose breakdown. Here, stable synthetic co-cultures of the anaerobic fungus Caecomyces churrovis and the methanogen Methanobacterium bryantii (not native to the rumen) were formed, demonstrating that microbes from different environments can be paired based on metabolic ties. Transcriptional and metabolic changes induced by methanogen co-culture were evaluated in C. churrovis across a variety of substrates to identify mechanisms that impact biomass breakdown and sugar uptake. A high-quality genome of C. churrovis was obtained and annotated, which is the first sequenced genome of a non-rhizoid-forming anaerobic fungus. C. churrovis possess an abundance of CAZymes and carbohydrate binding modules and, in agreement with previous studies of early-diverging fungal lineages, N6-methyldeoxyadenine (6mA) was associated with transcriptionally active genes. Co-culture with the methanogen increased overall transcription of CAZymes, carbohydrate binding modules, and dockerin domains in co-cultures grown on both lignocellulose and cellulose and caused upregulation of genes coding associated enzymatic machinery including carbohydrate binding modules in family 18 and dockerin domains across multiple growth substrates relative to C. churrovis monoculture. Two other fungal strains grown on a reed canary grass substrate in co-culture with the same methanogen also exhibited high log2-fold change values for upregulation of genes encoding carbohydrate binding modules in families 1 and 18. Transcriptional upregulation indicated that co-culture of the C. churrovis strain with a methanogen may enhance pyruvate formate lyase (PFL) function for growth on xylan and fructose and production of bottleneck enzymes in sugar utilization pathways, further supporting the hypothesis that co-culture with a methanogen may enhance certain fungal metabolic functions. Upregulation of CBM18 may play a role in fungal–methanogen physical associations and fungal cell wall development and remodeling.
- Published
- 2021
- Full Text
- View/download PDF
41. Antiparallel Dimers of the Small Multidrug Resistance Protein EmrE Are More Stable Than Parallel Dimers*
- Author
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Gunnar von Heijne, Daniel O. Daley, Joanna S.G. Slusky, Susanna Seppälä, Frans Bianchi, and Pilar Lloris-Garcerá
- Subjects
Stereochemistry ,Dimer ,health care facilities, manpower, and services ,Plasma protein binding ,Biology ,Antiparallel (biochemistry) ,Biochemistry ,Antiporters ,Protein–protein interaction ,chemistry.chemical_compound ,health services administration ,Membrane Biology ,Escherichia coli ,Small multidrug resistance protein ,Protein Structure, Quaternary ,Molecular Biology ,health care economics and organizations ,Protein Stability ,Escherichia coli Proteins ,Cell Biology ,Membrane transport ,Protein Structure, Tertiary ,Crystallography ,Membrane ,chemistry ,Membrane protein ,Cystine ,Protein Multimerization ,Protein Binding - Abstract
The bacterial multidrug transporter EmrE is a dual-topology membrane protein and as such is able to insert into the membrane in two opposite orientations. The functional form of EmrE is a homodimer; however, the relative orientation of the subunits in the dimer is under debate. Using EmrE variants with fixed, opposite orientations in the membrane, we now show that, although the proteins are able to form parallel dimers, an antiparallel organization of the subunits in the dimer is preferred. Blue-native PAGE analyses of intact oligomers and disulfide cross-linking demonstrate that in membranes, the proteins form parallel dimers only if no oppositely orientated partner is present. Co-expression of oppositely orientated proteins almost exclusively yields antiparallel dimers. Finally, parallel dimers can be disrupted and converted into antiparallel dimers by heating of detergent-solubilized protein. Importantly, in vivo function is correlated clearly to the presence of antiparallel dimers. Our results suggest that an antiparallel arrangement of the subunits in the dimer is more stable than a parallel organization and likely corresponds to the functional form of the protein.
- Published
- 2012
42. Confronting fusion protein-based membrane protein topology mapping with reality: the Escherichia coli ClcA H+/Cl- exchange transporter
- Author
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Susanna Seppälä, Gunnar von Heijne, and Marika Cassel
- Subjects
Models, Molecular ,Recombinant Fusion Proteins ,Green Fluorescent Proteins ,Molecular Sequence Data ,Ion Pumps ,Biology ,medicine.disease_cause ,Antiporters ,Protein Structure, Secondary ,Green fluorescent protein ,Protein structure ,Structural Biology ,Genes, Reporter ,medicine ,Escherichia coli ,Inner membrane ,Amino Acid Sequence ,Molecular Biology ,Peptide sequence ,Escherichia coli Proteins ,Membrane Proteins ,Transporter ,Alkaline Phosphatase ,Fusion protein ,Cell biology ,Membrane protein ,Biochemistry - Abstract
The topology of bacterial inner membrane proteins is commonly determined using topology reporters such as alkaline phosphatase and green fluorescent protein fused to a series of C-terminally truncated versions of the protein in question. Here, we report a detailed topology mapping of the Escherichia coli inner membrane H(+)/Cl(-) exchange transporter ClcA. Since the 3-D structure of ClcA is known, our results provide a critical test of the reporter fusion approach and offer new insights into the ClcA folding pathway.
- Published
- 2008
43. Variability in benthic diazotrophy and cyanobacterial diversity in a tropical intertidal lagoon
- Author
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Karolina, Bauer, Beatriz, Díez, Charles, Lugomela, Susanna, Seppälä, Agneta Julia, Borg, and Birgitta, Bergman
- Subjects
Tropical Climate ,Base Sequence ,Sequence Analysis, RNA ,Molecular Sequence Data ,Biodiversity ,Cyanobacteria ,Tanzania ,RNA, Bacterial ,RNA, Ribosomal, 16S ,Nitrogenase ,Microscopy, Electron, Scanning ,Seawater ,Cloning, Molecular ,Oxidoreductases ,Phylogeny ,Polymorphism, Restriction Fragment Length - Abstract
Benthic nitrogen fixation has been estimated to contribute 15 Tg N year(-1) to the marine nitrogen budget. With benthic marine nitrogen fixation being largely overlooked in more recent surveys, a refocus on benthic diazotrophy was considered important. Variations in nitrogenase activity (acetylene reduction-gas chromatography) in a tropical lagoon in the western Indian Ocean (Zanzibar, Tanzania) were monitored over a 3-year period (2003-2005) and related to cyanobacterial and diazotrophic microbial diversity using a polyphasic approach. Different nitrogenase activity patterns were discerned, with the predominant pattern being high daytime activities combined with low nighttime activities. Analyses of the morphological and 16S rRNA gene diversity among cyanobacteria revealed filamentous nonheterocystous (Oscillatoriales) and unicellular (Chroococcales) representatives to be predominant. Analyses of the nifH gene diversity showed that the major phylotypes belonged to noncyanobacterial prokaryotes. However, as shown by cyanobacterial selective nifH-denaturing gradient gel electrophoresis analysis, cyanobacterial nifH gene sequences were present at all sites. Several nifH and 16S rRNA gene phylotypes were related to uncultured cyanobacteria or bacteria of geographically distant habitats, stressing the widespread occurrence of still poorly characterized microorganisms in tropical benthic marine communities.
- Published
- 2008
44. Membrane protein structural biology--how far can the bugs take us?
- Author
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Gunnar von Heijne, Erik Granseth, Daniel O. Daley, Susanna Seppälä, and Mikaela Rapp
- Subjects
Core component ,Membrane Proteins ,Cell Biology ,Biology ,Crystallography, X-Ray ,Recombinant Proteins ,Cell biology ,Structural biology ,Membrane protein ,Bacterial Proteins ,Membrane protein crystallization ,Animals ,Humans ,Membrane proteome ,Overproduction ,Molecular Biology ,Integral membrane protein ,Protein overexpression - Abstract
Membrane proteins are core components of many essential cellular processes, and high-resolution structural data is therefore highly sought after. However, owing to the many bottlenecks associated with membrane protein crystallization, progress has been slow. One major problem is our inability to obtain sufficient quantities of membrane proteins for crystallization trials. Traditionally, membrane proteins have been isolated from natural sources, or for prokaryotic proteins, expressed by recombinant techniques. We are however a long way away from a streamlined overproduction of eukaryotic proteins. With this technical limitation in mind, we have probed the question as to how far prokaryotic homologues can take us towards a structural understanding of the eukaryotic/human membrane proteome(s).
- Published
- 2007
45. Pre-Insertion Topology of Transmembrane Proteins is Highly Plastic and Can Be Controlled by a Single C-Terminal Residue
- Author
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Joanna S.G. Slusky, Susanna Seppälä, Pilar Lloris-Garcerá, and Gunnar von Heijne
- Subjects
Vesicle-associated membrane protein 8 ,Transmembrane domain ,Orientations of Proteins in Membranes database ,Membrane protein ,biology ,Membrane transport protein ,Peripheral membrane protein ,Biophysics ,biology.protein ,Topology ,Integral membrane protein ,Transmembrane protein - Abstract
The mechanism by which helical membrane proteins are inserted into the cellular membrane remains unclear. It is known that membrane proteins are inserted co-translationally into the lipid bilayer and that positively charged residues in the loop regions of TM proteins are important topological determinants. However, it is unclear whether those charges act strictly locally-- affecting only the nearest transmembrane helices-- or act globally-- affecting the topology of the entire protein. We have found that the topology of an Escherichia coli inner membrane protein with four or five transmembrane helices can be controlled by a single positively charged residue placed in different locations throughout the protein, including the very C-terminus. Addition of a charged, cleavable signal peptide to the N-terminus of the protein indicates that topology does not change after insertion into the membrane. These observation point to an unanticipated plasticity in pre-insertion membrane protein topology.
- Published
- 2011
- Full Text
- View/download PDF
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