1
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Takasuka TE, Kim H, Deng K, Bianchetti CM, Yamashita K, Beebe ET, Bergeman LF, Vander Meulen KA, Deutsch S, Ralph J, Adams PD, Northen TR, Fox BG. Quantitative Analysis of The High-Yield Hydrolysis of Kelp by Laminarinase and Alginate Lyase. Chembiochem 2023; 24:e202300357. [PMID: 37402642 DOI: 10.1002/cbic.202300357] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 07/03/2023] [Accepted: 07/04/2023] [Indexed: 07/06/2023]
Abstract
Kelp is an abundant, farmable biomass-containing laminarin and alginate as major polysaccharides, providing an excellent model substrate to study their deconstruction by simple enzyme mixtures. Our previous study showed strong reactivity of the glycoside hydrolase family 55 during hydrolysis of purified laminarin, raising the question of its reactivity with intact kelp. In this study, we determined that a combination of a single glycoside hydrolase family 55 β-1,3-exoglucanase with a broad-specificity alginate lyase from the polysaccharide lyase family 18 gives efficient hydrolysis of untreated kelp to a mixture of simple sugars, that is, glucose, gentiobiose, mannitol-end glucose, and mannuronic and guluronic acids and their soluble oligomers. Quantitative assignments from nanostructure initiator mass spectrometry (NIMS) and 2D HSQC NMR spectroscopy and analysis of the reaction time-course are provided. The data suggest that binary combinations of enzymes targeted to the unique polysaccharide composition of marine biomass are sufficient to deconstruct kelp into soluble sugars for microbial fermentation.
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Affiliation(s)
- Taichi E Takasuka
- Research Faculty of Agriculture and, Graduate School of Global Food Resources, Hokkaido University, Sapporo, Japan
- Global Station for Food, Land and Water Resources, Hokkaido University, Sapporo, Japan
- US Department of Energy, Great Lakes Bioenergy Research Center, Madison, WI 53726, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Hoon Kim
- US Department of Energy, Great Lakes Bioenergy Research Center, Madison, WI 53726, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706, USA
- Present address: U.S. Department of Agriculture, Forest Service, Forest Products Laboratory, 1 Gifford Pinchot Drive, Madison, WI 53726, USA
| | - Kai Deng
- Department of Biomaterials and Biomanufacturing, Sandia National Laboratories, Livermore, CA 94551, USA
- US Department of Energy Joint BioEnergy Institute, Emeryville, CA94608, USA
| | - Christopher M Bianchetti
- US Department of Energy, Great Lakes Bioenergy Research Center, Madison, WI 53726, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Kaho Yamashita
- Research Faculty of Agriculture and, Graduate School of Global Food Resources, Hokkaido University, Sapporo, Japan
| | - Emily T Beebe
- US Department of Energy, Great Lakes Bioenergy Research Center, Madison, WI 53726, USA
| | - Lai F Bergeman
- US Department of Energy, Great Lakes Bioenergy Research Center, Madison, WI 53726, USA
| | - Kirk A Vander Meulen
- US Department of Energy, Great Lakes Bioenergy Research Center, Madison, WI 53726, USA
| | - Samuel Deutsch
- Department of Biomaterials and Biomanufacturing, Sandia National Laboratories, Livermore, CA 94551, USA
| | - John Ralph
- US Department of Energy, Great Lakes Bioenergy Research Center, Madison, WI 53726, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Paul D Adams
- US Department of Energy Joint BioEnergy Institute, Emeryville, CA94608, USA
- Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Department of Bioengineering, University of California, Berkeley, CA 94720, USA
| | - Trent R Northen
- US Department of Energy Joint BioEnergy Institute, Emeryville, CA94608, USA
- Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Brian G Fox
- Global Station for Food, Land and Water Resources, Hokkaido University, Sapporo, Japan
- US Department of Energy, Great Lakes Bioenergy Research Center, Madison, WI 53726, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706, USA
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Ha NS, Onley JR, Deng K, Andeer P, Bowen BP, Gupta K, Kim PW, Kuch N, Kutschke M, Parker A, Song F, Fox B, Adams PD, de Raad M, Northen TR. A combinatorial droplet microfluidic device integrated with mass spectrometry for enzyme screening. LAB ON A CHIP 2023; 23:3361-3369. [PMID: 37401915 PMCID: PMC10484474 DOI: 10.1039/d2lc00980c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/05/2023]
Abstract
Mass spectrometry (MS) enables detection of different chemical species with a very high specificity; however, it can be limited by its throughput. Integrating MS with microfluidics has a tremendous potential to improve throughput and accelerate biochemical research. In this work, we introduce Drop-NIMS, a combination of a passive droplet loading microfluidic device and a matrix-free MS laser desorption ionization technique called nanostructure-initiator mass spectrometry (NIMS). This platform combines different droplets at random to generate a combinatorial library of enzymatic reactions that are deposited directly on the NIMS surface without requiring additional sample handling. The enzyme reaction products are then detected with MS. Drop-NIMS was used to rapidly screen enzymatic reactions containing low (on the order of nL) volumes of glycoside reactants and glycoside hydrolase enzymes per reaction. MS "barcodes" (small compounds with unique masses) were added to the droplets to identify different combinations of substrates and enzymes created by the device. We assigned xylanase activities to several putative glycoside hydrolases, making them relevant to food and biofuel industrial applications. Overall, Drop-NIMS is simple to fabricate, assemble, and operate and it has potential to be used with many other small molecule metabolites.
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Affiliation(s)
- Noel S Ha
- Joint BioEnergy Institute, Emeryville, CA, USA.
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Jenny R Onley
- Joint BioEnergy Institute, Emeryville, CA, USA.
- Sandia National Laboratories, Livermore, California, USA
| | - Kai Deng
- Joint BioEnergy Institute, Emeryville, CA, USA.
- Sandia National Laboratories, Livermore, California, USA
| | - Peter Andeer
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | | | - Kshitiz Gupta
- Joint BioEnergy Institute, Emeryville, CA, USA.
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Peter W Kim
- Joint BioEnergy Institute, Emeryville, CA, USA.
- Sandia National Laboratories, Livermore, California, USA
| | - Nathaniel Kuch
- University of Wisconsin - Madison, Madison, WI, USA
- Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, Madison, WI, USA
| | | | - Alex Parker
- University of Wisconsin - Madison, Madison, WI, USA
| | - Fangchao Song
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Brian Fox
- University of Wisconsin - Madison, Madison, WI, USA
- Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, Madison, WI, USA
| | - Paul D Adams
- Joint BioEnergy Institute, Emeryville, CA, USA.
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA
- University of California, Berkeley, CA, USA
| | - Markus de Raad
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Trent R Northen
- Joint BioEnergy Institute, Emeryville, CA, USA.
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA
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3
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Vaccines platforms and COVID-19: what you need to know. Trop Dis Travel Med Vaccines 2022; 8:20. [PMID: 35965345 PMCID: PMC9537331 DOI: 10.1186/s40794-022-00176-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 06/22/2022] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND The novel SARS-CoV-2, responsible for the COVID-19 pandemic, is the third zoonotic coronavirus since the beginning of the 21 first century, and it has taken more than 6 million human lives because of the lack of immunity causing global economic losses. Consequently, developing a vaccine against the virus represents the fastest way to finish the threat and regain some "normality." OBJECTIVE Here, we provide information about the main features of the most important vaccine platforms, some of them already approved, to clear common doubts fostered by widespread misinformation and to reassure the public of the safety of the vaccination process and the different alternatives presented. METHODS Articles published in open access databases until January 2022 were identified using the search terms "SARS-CoV-2," "COVID-19," "Coronavirus," "COVID-19 Vaccines," "Pandemic," COVID-19, and LMICs or their combinations. DISCUSSION Traditional first-generation vaccine platforms, such as whole virus vaccines (live attenuated and inactivated virus vaccines), as well as second-generation vaccines, like protein-based vaccines (subunit and viral vector vaccines), and third-generation vaccines, such as nanoparticle and genetic vaccines (mRNA vaccines), are described. CONCLUSIONS SARS-CoV-2 sequence information obtained in a record time provided the basis for the fast development of a COVID-19 vaccine. The adaptability characteristic of the new generation of vaccines is changing our capability to react to emerging threats to future pandemics. Nevertheless, the slow and unfair distribution of vaccines to low- and middle-income countries and the spread of misinformation are a menace to global health since the unvaccinated will increase the chances for resurgences and the surge of new variants that can escape the current vaccines.
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Smith RA, Beebe ET, Bingman CA, Vander Meulen K, Eugene A, Steiner AJ, Karlen SD, Ralph J, Fox BG. Identification and characterization of a set of monocot BAHD monolignol transferases. PLANT PHYSIOLOGY 2022; 189:37-48. [PMID: 35134228 PMCID: PMC9070852 DOI: 10.1093/plphys/kiac035] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 01/05/2022] [Indexed: 05/03/2023]
Abstract
Plant BAHD acyltransferases perform a wide range of enzymatic tasks in primary and secondary metabolism. Acyl-CoA monolignol transferases, which couple a CoA substrate to a monolignol creating an ester linkage, represent a more recent class of such acyltransferases. The resulting conjugates may be used for plant defense but are also deployed as important "monomers" for lignification, in which they are incorporated into the growing lignin polymer chain. p-Coumaroyl-CoA monolignol transferases (PMTs) increase the production of monolignol p-coumarates, and feruloyl-CoA monolignol transferases (FMTs) catalyze the production of monolignol ferulate conjugates. We identified putative FMT and PMT enzymes in sorghum (Sorghum bicolor) and switchgrass (Panicum virgatum) and have compared their activities to those of known monolignol transferases. The putative FMT enzymes produced both monolignol ferulate and monolignol p-coumarate conjugates, whereas the putative PMT enzymes produced monolignol p-coumarate conjugates. Enzyme activity measurements revealed that the putative FMT enzymes are not as efficient as the rice (Oryza sativa) control OsFMT enzyme under the conditions tested, but the SbPMT enzyme is as active as the control OsPMT enzyme. These putative FMTs and PMTs were transformed into Arabidopsis (Arabidopsis thaliana) to test their activities and abilities to biosynthesize monolignol conjugates for lignification in planta. The presence of ferulates and p-coumarates on the lignin of these transformants indicated that the putative FMTs and PMTs act as functional feruloyl-CoA and p-coumaroyl-CoA monolignol transferases within plants.
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Affiliation(s)
| | - Emily T Beebe
- Great Lakes Bioenergy Research Center, University of Wisconsin–Madison, Madison, Wisconsin 53726, USA
- Department of Biochemistry, University of Wisconsin–Madison, Madison, Wisconsin 53706, USA
| | - Craig A Bingman
- Department of Biochemistry, University of Wisconsin–Madison, Madison, Wisconsin 53706, USA
| | - Kirk Vander Meulen
- Great Lakes Bioenergy Research Center, University of Wisconsin–Madison, Madison, Wisconsin 53726, USA
- Department of Biochemistry, University of Wisconsin–Madison, Madison, Wisconsin 53706, USA
| | - Alexis Eugene
- Great Lakes Bioenergy Research Center, University of Wisconsin–Madison, Madison, Wisconsin 53726, USA
| | | | - Steven D Karlen
- Great Lakes Bioenergy Research Center, University of Wisconsin–Madison, Madison, Wisconsin 53726, USA
| | - John Ralph
- Great Lakes Bioenergy Research Center, University of Wisconsin–Madison, Madison, Wisconsin 53726, USA
- Department of Biochemistry, University of Wisconsin–Madison, Madison, Wisconsin 53706, USA
| | - Brian G Fox
- Department of Biochemistry, University of Wisconsin–Madison, Madison, Wisconsin 53706, USA
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5
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de Vries L, MacKay HA, Smith RA, Mottiar Y, Karlen SD, Unda F, Muirragui E, Bingman C, Vander Meulen K, Beebe ET, Fox BG, Ralph J, Mansfield SD. pHBMT1, a BAHD-family monolignol acyltransferase, mediates lignin acylation in poplar. PLANT PHYSIOLOGY 2022; 188:1014-1027. [PMID: 34977949 PMCID: PMC8825253 DOI: 10.1093/plphys/kiab546] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 10/26/2021] [Indexed: 05/13/2023]
Abstract
Poplar (Populus) lignin is naturally acylated with p-hydroxybenzoate ester moieties. However, the enzyme(s) involved in the biosynthesis of the monolignol-p-hydroxybenzoates have remained largely unknown. Here, we performed an in vitro screen of the Populus trichocarpa BAHD acyltransferase superfamily (116 genes) using a wheatgerm cell-free translation system and found five enzymes capable of producing monolignol-p-hydroxybenzoates. We then compared the transcript abundance of the five corresponding genes with p-hydroxybenzoate concentrations using naturally occurring unrelated genotypes of P. trichocarpa and revealed a positive correlation between the expression of p-hydroxybenzoyl-CoA monolig-nol transferase (pHBMT1, Potri.001G448000) and p-hydroxybenzoate levels. To test whether pHBMT1 is responsible for the biosynthesis of monolignol-p-hydroxybenzoates, we overexpressed pHBMT1 in hybrid poplar (Populus alba × P. grandidentata) (35S::pHBMT1 and C4H::pHBMT1). Using three complementary analytical methods, we showed that there was an increase in soluble monolignol-p-hydroxybenzoates and cell-wall-bound monolignol-p-hydroxybenzoates in the poplar transgenics. As these pendent groups are ester-linked, saponification releases p-hydroxybenzoate, a precursor to parabens that are used in pharmaceuticals and cosmetics. This identified gene could therefore be used to engineer lignocellulosic biomass with increased value for emerging biorefinery strategies.
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Affiliation(s)
- Lisanne de Vries
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
| | - Heather A MacKay
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Rebecca A Smith
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Yaseen Mottiar
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
| | - Steven D Karlen
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Faride Unda
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
| | - Emilia Muirragui
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Craig Bingman
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Kirk Vander Meulen
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Emily T Beebe
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Brian G Fox
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - John Ralph
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Shawn D Mansfield
- Department of Wood Science, Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- US Department of Energy (DOE) Great Lakes Bioenergy Research Center, the Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, Wisconsin 53726, USA
- Author for communication:
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6
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Naas AE, MacKenzie AK, Dalhus B, Eijsink VH, Pope PB. Author Correction: Structural Features of a Bacteroidetes-Affiliated Cellulase Linked with a Polysaccharide Utilization Locus. Sci Rep 2020; 10:6287. [PMID: 32269252 PMCID: PMC7142078 DOI: 10.1038/s41598-020-62786-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
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7
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Doud DFR, Bowers RM, Schulz F, De Raad M, Deng K, Tarver A, Glasgow E, Vander Meulen K, Fox B, Deutsch S, Yoshikuni Y, Northen T, Hedlund BP, Singer SW, Ivanova N, Woyke T. Function-driven single-cell genomics uncovers cellulose-degrading bacteria from the rare biosphere. ISME JOURNAL 2019; 14:659-675. [PMID: 31754206 PMCID: PMC7031533 DOI: 10.1038/s41396-019-0557-y] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 11/04/2019] [Accepted: 11/08/2019] [Indexed: 11/09/2022]
Abstract
Assigning a functional role to a microorganism has historically relied on cultivation of isolates or detection of environmental genome-based biomarkers using a posteriori knowledge of function. However, the emerging field of function-driven single-cell genomics aims to expand this paradigm by identifying and capturing individual microbes based on their in situ functions or traits. To identify and characterize yet uncultivated microbial taxa involved in cellulose degradation, we developed and benchmarked a function-driven single-cell screen, which we applied to a microbial community inhabiting the Great Boiling Spring (GBS) Geothermal Field, northwest Nevada. Our approach involved recruiting microbes to fluorescently labeled cellulose particles, and then isolating single microbe-bound particles via fluorescence-activated cell sorting. The microbial community profiles prior to sorting were determined via bulk sample 16S rRNA gene amplicon sequencing. The flow-sorted cellulose-bound microbes were subjected to whole genome amplification and shotgun sequencing, followed by phylogenetic placement. Next, putative cellulase genes were identified, expressed and tested for activity against derivatives of cellulose and xylose. Alongside typical cellulose degraders, including members of the Actinobacteria, Bacteroidetes, and Chloroflexi, we found divergent cellulases encoded in the genome of a recently described candidate phylum from the rare biosphere, Goldbacteria, and validated their cellulase activity. As this genome represents a species-level organism with novel and phylogenetically distinct cellulolytic activity, we propose the name Candidatus ‘Cellulosimonas argentiregionis’. We expect that this function-driven single-cell approach can be extended to a broad range of substrates, linking microbial taxonomy directly to in situ function.
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Affiliation(s)
- Devin F R Doud
- U.S. Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA
| | - Robert M Bowers
- U.S. Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA
| | - Frederik Schulz
- U.S. Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA
| | - Markus De Raad
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Kai Deng
- Joint BioEnergy Institute, Emeryville, CA, 94608, USA.,Department of Biotechnology and Bioengineering, Sandia National Laboratories, Livermore, CA, 94551, USA
| | - Angela Tarver
- U.S. Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA
| | - Evan Glasgow
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA.,Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Kirk Vander Meulen
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA.,Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Brian Fox
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA.,Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Sam Deutsch
- U.S. Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA
| | - Yasuo Yoshikuni
- U.S. Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA.,Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.,Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Trent Northen
- U.S. Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA.,Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Brian P Hedlund
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, 89154, USA
| | - Steven W Singer
- Joint BioEnergy Institute, Emeryville, CA, 94608, USA.,Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Natalia Ivanova
- U.S. Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA.,Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Tanja Woyke
- U.S. Department of Energy, Joint Genome Institute, Walnut Creek, CA, 94598, USA. .,Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA. .,School of Natural Sciences, University of California Merced, Merced, CA, 95343, USA.
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8
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Thoring L, Zemella A, Wüstenhagen D, Kubick S. Accelerating the Production of Druggable Targets: Eukaryotic Cell-Free Systems Come into Focus. Methods Protoc 2019; 2:mps2020030. [PMID: 31164610 PMCID: PMC6632147 DOI: 10.3390/mps2020030] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 04/05/2019] [Accepted: 04/10/2019] [Indexed: 12/11/2022] Open
Abstract
In the biopharmaceutical pipeline, protein expression systems are of high importance not only for the production of biotherapeutics but also for the discovery of novel drugs. The vast majority of drug targets are proteins, which need to be characterized and validated prior to the screening of potential hit components and molecules. A broad range of protein expression systems is currently available, mostly based on cellular organisms of prokaryotic and eukaryotic origin. Prokaryotic cell-free systems are often the system of choice for drug target protein production due to the simple generation of expression hosts and low cost of preparation. Limitations in the production of complex mammalian proteins appear due to inefficient protein folding and posttranslational modifications. Alternative protein production systems, so-called eukaryotic cell-free protein synthesis systems based on eukaryotic cell-lysates, close the gap between a fast protein generation system and a high quality of complex mammalian proteins. In this study, we show the production of druggable target proteins in eukaryotic cell-free systems. Functional characterization studies demonstrate the bioactivity of the proteins and underline the potential for eukaryotic cell-free systems to significantly improve drug development pipelines.
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Affiliation(s)
- Lena Thoring
- Fraunhofer Institute for Cell Therapy and Immunology (IZI), Branch Bioanalytics and Bioprocesses (IZI-BB), Am Mühlenberg 13, D-14476 Potsdam, Germany.
| | - Anne Zemella
- Fraunhofer Institute for Cell Therapy and Immunology (IZI), Branch Bioanalytics and Bioprocesses (IZI-BB), Am Mühlenberg 13, D-14476 Potsdam, Germany.
| | - Doreen Wüstenhagen
- Fraunhofer Institute for Cell Therapy and Immunology (IZI), Branch Bioanalytics and Bioprocesses (IZI-BB), Am Mühlenberg 13, D-14476 Potsdam, Germany.
| | - Stefan Kubick
- Fraunhofer Institute for Cell Therapy and Immunology (IZI), Branch Bioanalytics and Bioprocesses (IZI-BB), Am Mühlenberg 13, D-14476 Potsdam, Germany.
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9
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Glasgow EM, Vander Meulen KA, Takasuka TE, Bianchetti CM, Bergeman LF, Deutsch S, Fox BG. Extent and Origins of Functional Diversity in a Subfamily of Glycoside Hydrolases. J Mol Biol 2019; 431:1217-1233. [PMID: 30685401 DOI: 10.1016/j.jmb.2019.01.024] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 10/19/2018] [Accepted: 01/16/2019] [Indexed: 12/16/2022]
Abstract
Some glycoside hydrolases have broad specificity for hydrolysis of glycosidic bonds, potentially increasing their functional utility and flexibility in physiological and industrial applications. To deepen the understanding of the structural and evolutionary driving forces underlying specificity patterns in glycoside hydrolase family 5, we quantitatively screened the activity of the catalytic core domains from subfamily 4 (GH5_4) and closely related enzymes on four substrates: lichenan, xylan, mannan, and xyloglucan. Phylogenetic analysis revealed that GH5_4 consists of three major clades, and one of these clades, referred to here as clade 3, displayed average specific activities of 4.2 and 1.2 U/mg on lichenan and xylan, approximately 1 order of magnitude larger than the average for active enzymes in clades 1 and 2. Enzymes in clade 3 also more consistently met assay detection thresholds for reaction with all four substrates. We also identified a subfamily-wide positive correlation between lichenase and xylanase activities, as well as a weaker relationship between lichenase and xyloglucanase. To connect these results to structural features, we used the structure of CelE from Hungateiclostridium thermocellum (PDB 4IM4) as an example clade 3 enzyme with activities on all four substrates. Comparison of the sequence and structure of this enzyme with others throughout GH5_4 and neighboring subfamilies reveals at least two residues (H149 and W203) that are linked to strong activity across the substrates. Placing GH5_4 in context with other related subfamilies, we highlight several possibilities for the ongoing evolutionary specialization of GH5_4 enzymes.
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Affiliation(s)
- Evan M Glasgow
- Great Lakes Bioenergy Research Center, Madison, WI 53706 USA; Department of Biochemistry, University of Wisconsin, Madison, WI 53706 USA
| | - Kirk A Vander Meulen
- Great Lakes Bioenergy Research Center, Madison, WI 53706 USA; Department of Biochemistry, University of Wisconsin, Madison, WI 53706 USA
| | - Taichi E Takasuka
- Great Lakes Bioenergy Research Center, Madison, WI 53706 USA; Department of Biochemistry, University of Wisconsin, Madison, WI 53706 USA; Research Faculty of Agriculture, Hokkaido University, Sapporo, 060-8589 Japan
| | - Christopher M Bianchetti
- Great Lakes Bioenergy Research Center, Madison, WI 53706 USA; Department of Biochemistry, University of Wisconsin, Madison, WI 53706 USA; Department of Chemistry, University of Wisconsin, Oshkosh, 54901 USA
| | - Lai F Bergeman
- Great Lakes Bioenergy Research Center, Madison, WI 53706 USA; Department of Biochemistry, University of Wisconsin, Madison, WI 53706 USA
| | | | - Brian G Fox
- Great Lakes Bioenergy Research Center, Madison, WI 53706 USA; Department of Biochemistry, University of Wisconsin, Madison, WI 53706 USA.
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10
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Walker JA, Pattathil S, Bergeman LF, Beebe ET, Deng K, Mirzai M, Northen TR, Hahn MG, Fox BG. Determination of glycoside hydrolase specificities during hydrolysis of plant cell walls using glycome profiling. BIOTECHNOLOGY FOR BIOFUELS 2017; 10:31. [PMID: 28184246 PMCID: PMC5288845 DOI: 10.1186/s13068-017-0703-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 01/06/2017] [Indexed: 05/29/2023]
Abstract
BACKGROUND Glycoside hydrolases (GHs) are enzymes that hydrolyze polysaccharides into simple sugars. To better understand the specificity of enzyme hydrolysis within the complex matrix of polysaccharides found in the plant cell wall, we studied the reactions of individual enzymes using glycome profiling, where a comprehensive collection of cell wall glycan-directed monoclonal antibodies are used to detect polysaccharide epitopes remaining in the walls after enzyme treatment and quantitative nanostructure initiator mass spectrometry (oxime-NIMS) to determine soluble sugar products of their reactions. RESULTS Single, purified enzymes from the GH5_4, GH10, and GH11 families of glycoside hydrolases hydrolyzed hemicelluloses as evidenced by the loss of specific epitopes from the glycome profiles in enzyme-treated plant biomass. The glycome profiling data were further substantiated by oxime-NIMS, which identified hexose products from hydrolysis of cellulose, and pentose-only and mixed hexose-pentose products from the hydrolysis of hemicelluloses. The GH10 enzyme proved to be reactive with the broadest diversity of xylose-backbone polysaccharide epitopes, but was incapable of reacting with glucose-backbone polysaccharides. In contrast, the GH5 and GH11 enzymes studied here showed the ability to react with both glucose- and xylose-backbone polysaccharides. CONCLUSIONS The identification of enzyme specificity for a wide diversity of polysaccharide structures provided by glycome profiling, and the correlated identification of soluble oligosaccharide hydrolysis products provided by oxime-NIMS, offers a unique combination to understand the hydrolytic capabilities and constraints of individual enzymes as they interact with plant biomass.
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Affiliation(s)
- Johnnie A. Walker
- US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53706 USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706 USA
| | - Sivakumar Pattathil
- US Department of Energy Bioenergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN 37831 USA
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA 30602 USA
| | - Lai F. Bergeman
- US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53706 USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706 USA
| | - Emily T. Beebe
- US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53706 USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706 USA
| | - Kai Deng
- US Department of Energy Joint Bioenergy Institute, Emeryville, CA 94608 USA
- Sandia National Laboratories, Livermore, CA 94551 USA
| | - Maryam Mirzai
- US Department of Energy Bioenergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN 37831 USA
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA 30602 USA
| | - Trent R. Northen
- US Department of Energy Joint Bioenergy Institute, Emeryville, CA 94608 USA
- Lawrence Berkeley National Laboratory, Berkeley, CA 94720 USA
| | - Michael G. Hahn
- US Department of Energy Bioenergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN 37831 USA
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA 30602 USA
| | - Brian G. Fox
- US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53706 USA
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706 USA
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11
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Enzymatic diversity of the Clostridium thermocellum cellulosome is crucial for the degradation of crystalline cellulose and plant biomass. Sci Rep 2016; 6:35709. [PMID: 27759119 PMCID: PMC5069625 DOI: 10.1038/srep35709] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Accepted: 10/03/2016] [Indexed: 01/18/2023] Open
Abstract
The cellulosome is a supramolecular multienzyme complex comprised of a wide variety of polysaccharide-degrading enzymes and scaffold proteins. The cellulosomal enzymes that bind to the scaffold proteins synergistically degrade crystalline cellulose. Here, we report in vitro reconstitution of the Clostridium thermocellum cellulosome from 40 cellulosomal components and the full-length scaffoldin protein that binds to nine enzyme molecules. These components were each synthesized using a wheat germ cell-free protein synthesis system and purified. Cellulosome complexes were reconstituted from 3, 12, 30, and 40 components based on their contents in the native cellulosome. The activity of the enzyme-saturated complex indicated that greater enzymatic variety generated more synergy for the degradation of crystalline cellulose and delignified rice straw. Surprisingly, a less complete enzyme complex displaying fewer than nine enzyme molecules was more efficient for the degradation of delignified rice straw than the enzyme-saturated complex, despite the fact that the enzyme-saturated complex exhibited maximum synergy for the degradation of crystalline cellulose. These results suggest that greater enzymatic diversity of the cellulosome is crucial for the degradation of crystalline cellulose and plant biomass, and that efficient degradation of different substrates by the cellulosome requires not only a different enzymatic composition, but also different cellulosome structures.
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12
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Deng K, Takasuka TE, Bianchetti CM, Bergeman LF, Adams PD, Northen TR, Fox BG. Use of Nanostructure-Initiator Mass Spectrometry to Deduce Selectivity of Reaction in Glycoside Hydrolases. Front Bioeng Biotechnol 2015; 3:165. [PMID: 26579511 PMCID: PMC4621489 DOI: 10.3389/fbioe.2015.00165] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Accepted: 10/02/2015] [Indexed: 12/20/2022] Open
Abstract
Chemically synthesized nanostructure-initiator mass spectrometry (NIMS) probes derivatized with tetrasaccharides were used to study the reactivity of representative Clostridium thermocellum β-glucosidase, endoglucanases, and cellobiohydrolase. Diagnostic patterns for reactions of these different classes of enzymes were observed. Results show sequential removal of glucose by the β-glucosidase and a progressive increase in specificity of reaction from endoglucanases to cellobiohydrolase. Time-dependent reactions of these polysaccharide-selective enzymes were modeled by numerical integration, which provides a quantitative basis to make functional distinctions among a continuum of naturally evolved catalytic properties. Consequently, our method, which combines automated protein translation with high-sensitivity and time-dependent detection of multiple products, provides a new approach to annotate glycoside hydrolase phylogenetic trees with functional measurements.
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Affiliation(s)
- Kai Deng
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Sandia National Laboratories , Livermore, CA , USA
| | - Taichi E Takasuka
- US Department of Energy Great Lakes Bioenergy Research Center , Madison, WI , USA
| | - Christopher M Bianchetti
- US Department of Energy Great Lakes Bioenergy Research Center , Madison, WI , USA ; Department of Chemistry, University of Wisconsin-Oshkosh , Oshkosh, WI , USA
| | - Lai F Bergeman
- US Department of Energy Great Lakes Bioenergy Research Center , Madison, WI , USA
| | - Paul D Adams
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Lawrence Berkeley National Laboratory , Berkeley, CA , USA ; Department of Bioengineering, University of California Berkeley , Berkeley, CA , USA
| | - Trent R Northen
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Lawrence Berkeley National Laboratory , Berkeley, CA , USA
| | - Brian G Fox
- US Department of Energy Great Lakes Bioenergy Research Center , Madison, WI , USA ; Department of Biochemistry, University of Wisconsin-Madison , Madison, WI , USA
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13
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Deng K, Guenther JM, Gao J, Bowen BP, Tran H, Reyes-Ortiz V, Cheng X, Sathitsuksanoh N, Heins R, Takasuka TE, Bergeman LF, Geertz-Hansen H, Deutsch S, Loqué D, Sale KL, Simmons BA, Adams PD, Singh AK, Fox BG, Northen TR. Development of a High Throughput Platform for Screening Glycoside Hydrolases Based on Oxime-NIMS. Front Bioeng Biotechnol 2015; 3:153. [PMID: 26528471 PMCID: PMC4603251 DOI: 10.3389/fbioe.2015.00153] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Accepted: 09/21/2015] [Indexed: 12/26/2022] Open
Abstract
Cost-effective hydrolysis of biomass into sugars for biofuel production requires high-performance low-cost glycoside hydrolase (GH) cocktails that are active under demanding process conditions. Improving the performance of GH cocktails depends on knowledge of many critical parameters, including individual enzyme stabilities, optimal reaction conditions, kinetics, and specificity of reaction. With this information, rate- and/or yield-limiting reactions can be potentially improved through substitution, synergistic complementation, or protein engineering. Given the wide range of substrates and methods used for GH characterization, it is difficult to compare results across a myriad of approaches to identify high performance and synergistic combinations of enzymes. Here, we describe a platform for systematic screening of GH activities using automatic biomass handling, bioconjugate chemistry, robotic liquid handling, and nanostructure-initiator mass spectrometry (NIMS). Twelve well-characterized substrates spanning the types of glycosidic linkages found in plant cell walls are included in the experimental workflow. To test the application of this platform and substrate panel, we studied the reactivity of three engineered cellulases and their synergy of combination across a range of reaction conditions and enzyme concentrations. We anticipate that large-scale screening using the standardized platform and substrates will generate critical datasets to enable direct comparison of enzyme activities for cocktail design.
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Affiliation(s)
- Kai Deng
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Sandia National Laboratories , Livermore, CA , USA
| | - Joel M Guenther
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Sandia National Laboratories , Livermore, CA , USA
| | - Jian Gao
- Lawrence Berkeley National Laboratory , Berkeley, CA , USA
| | | | - Huu Tran
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Sandia National Laboratories , Livermore, CA , USA
| | - Vimalier Reyes-Ortiz
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Lawrence Berkeley National Laboratory , Berkeley, CA , USA
| | - Xiaoliang Cheng
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Lawrence Berkeley National Laboratory , Berkeley, CA , USA
| | - Noppadon Sathitsuksanoh
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Lawrence Berkeley National Laboratory , Berkeley, CA , USA
| | - Richard Heins
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Sandia National Laboratories , Livermore, CA , USA
| | - Taichi E Takasuka
- US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin , Madison, WI , USA
| | - Lai F Bergeman
- US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin , Madison, WI , USA
| | | | - Samuel Deutsch
- Lawrence Berkeley National Laboratory , Berkeley, CA , USA ; Joint Genome Institute , Walnut Creek, CA , USA
| | - Dominique Loqué
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Lawrence Berkeley National Laboratory , Berkeley, CA , USA
| | - Kenneth L Sale
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Sandia National Laboratories , Livermore, CA , USA
| | - Blake A Simmons
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Sandia National Laboratories , Livermore, CA , USA
| | - Paul D Adams
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Lawrence Berkeley National Laboratory , Berkeley, CA , USA ; Department of Bioengineering, University of California Berkeley , Berkeley, CA , USA
| | - Anup K Singh
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Sandia National Laboratories , Livermore, CA , USA
| | - Brian G Fox
- US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin , Madison, WI , USA ; Department of Biochemistry, University of Wisconsin , Madison, WI , USA
| | - Trent R Northen
- US Department of Energy Joint BioEnergy Institute , Emeryville, CA , USA ; Lawrence Berkeley National Laboratory , Berkeley, CA , USA
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14
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Bianchetti CM, Takasuka TE, Deutsch S, Udell HS, Yik EJ, Bergeman LF, Fox BG. Active site and laminarin binding in glycoside hydrolase family 55. J Biol Chem 2015; 290:11819-32. [PMID: 25752603 DOI: 10.1074/jbc.m114.623579] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2014] [Indexed: 11/06/2022] Open
Abstract
The Carbohydrate Active Enzyme (CAZy) database indicates that glycoside hydrolase family 55 (GH55) contains both endo- and exo-β-1,3-glucanases. The founding structure in the GH55 is PcLam55A from the white rot fungus Phanerochaete chrysosporium (Ishida, T., Fushinobu, S., Kawai, R., Kitaoka, M., Igarashi, K., and Samejima, M. (2009) Crystal structure of glycoside hydrolase family 55 β-1,3-glucanase from the basidiomycete Phanerochaete chrysosporium. J. Biol. Chem. 284, 10100-10109). Here, we present high resolution crystal structures of bacterial SacteLam55A from the highly cellulolytic Streptomyces sp. SirexAA-E with bound substrates and product. These structures, along with mutagenesis and kinetic studies, implicate Glu-502 as the catalytic acid (as proposed earlier for Glu-663 in PcLam55A) and a proton relay network of four residues in activating water as the nucleophile. Further, a set of conserved aromatic residues that define the active site apparently enforce an exo-glucanase reactivity as demonstrated by exhaustive hydrolysis reactions with purified laminarioligosaccharides. Two additional aromatic residues that line the substrate-binding channel show substrate-dependent conformational flexibility that may promote processive reactivity of the bound oligosaccharide in the bacterial enzymes. Gene synthesis carried out on ∼30% of the GH55 family gave 34 active enzymes (19% functional coverage of the nonredundant members of GH55). These active enzymes reacted with only laminarin from a panel of 10 different soluble and insoluble polysaccharides and displayed a broad range of specific activities and optima for pH and temperature. Application of this experimental method provides a new, systematic way to annotate glycoside hydrolase phylogenetic space for functional properties.
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Affiliation(s)
- Christopher M Bianchetti
- From the Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, Wisconsin 53706, the Department of Chemistry, University of Wisconsin-Oshkosh, Oshkosh, Wisconsin 54901
| | - Taichi E Takasuka
- From the Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, Wisconsin 53706, the Research Faculty of Agriculture, Hokkaido University, Sapporo, 060-8589, Japan
| | - Sam Deutsch
- the Joint Genome Institute, Walnut Creek, California 94598, and
| | - Hannah S Udell
- From the Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, Wisconsin 53706
| | - Eric J Yik
- the Department of Chemistry and Biochemistry, California State University-Fullerton, Fullerton, California 92831
| | - Lai F Bergeman
- From the Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, Wisconsin 53706
| | - Brian G Fox
- From the Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, Wisconsin 53706,
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15
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Walker JA, Takasuka TE, Deng K, Bianchetti CM, Udell HS, Prom BM, Kim H, Adams PD, Northen TR, Fox BG. Multifunctional cellulase catalysis targeted by fusion to different carbohydrate-binding modules. BIOTECHNOLOGY FOR BIOFUELS 2015; 8:220. [PMID: 26697109 PMCID: PMC4687162 DOI: 10.1186/s13068-015-0402-0] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Accepted: 11/30/2015] [Indexed: 05/11/2023]
Abstract
BACKGROUND Carbohydrate binding modules (CBMs) bind polysaccharides and help target glycoside hydrolases catalytic domains to their appropriate carbohydrate substrates. To better understand how CBMs can improve cellulolytic enzyme reactivity, representatives from each of the 18 families of CBM found in Ruminoclostridium thermocellum were fused to the multifunctional GH5 catalytic domain of CelE (Cthe_0797, CelEcc), which can hydrolyze numerous types of polysaccharides including cellulose, mannan, and xylan. Since CelE is a cellulosomal enzyme, none of these fusions to a CBM previously existed. RESULTS CelEcc_CBM fusions were assayed for their ability to hydrolyze cellulose, lichenan, xylan, and mannan. Several CelEcc_CBM fusions showed enhanced hydrolytic activity with different substrates relative to the fusion to CBM3a from the cellulosome scaffoldin, which has high affinity for binding to crystalline cellulose. Additional binding studies and quantitative catalysis studies using nanostructure-initiator mass spectrometry (NIMS) were carried out with the CBM3a, CBM6, CBM30, and CBM44 fusion enzymes. In general, and consistent with observations of others, enhanced enzyme reactivity was correlated with moderate binding affinity of the CBM. Numerical analysis of reaction time courses showed that CelEcc_CBM44, a combination of a multifunctional enzyme domain with a CBM having broad binding specificity, gave the fastest rates for hydrolysis of both the hexose and pentose fractions of ionic-liquid pretreated switchgrass. CONCLUSION We have shown that fusions of different CBMs to a single multifunctional GH5 catalytic domain can increase its rate of reaction with different pure polysaccharides and with pretreated biomass. This fusion approach, incorporating domains with broad specificity for binding and catalysis, provides a new avenue to improve reactivity of simple combinations of enzymes within the complexity of plant biomass.
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Affiliation(s)
- Johnnie A. Walker
- />US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53706 USA
- />Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706 USA
| | - Taichi E. Takasuka
- />US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53706 USA
- />Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706 USA
- />Research Faculty of Agriculture, Hokkaido University, Sapporo, 060-8589 Japan
| | - Kai Deng
- />US Department of Energy Joint BioEnergy Institute, Emeryville, CA 94608 USA
- />Sandia National Laboratories, Livermore, CA 94551 USA
| | - Christopher M. Bianchetti
- />US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53706 USA
- />Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706 USA
- />Department of Chemistry, University of Wisconsin-Oshkosh, Oshkosh, WI 54901 USA
| | - Hannah S. Udell
- />US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53706 USA
| | - Ben M. Prom
- />US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53706 USA
| | - Hyunkee Kim
- />US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53706 USA
| | - Paul D. Adams
- />US Department of Energy Joint BioEnergy Institute, Emeryville, CA 94608 USA
- />Lawrence Berkeley National Laboratory, Berkeley, CA 94720 USA
- />Department of Bioengineering, University of California, Berkeley, CA 94720 USA
| | - Trent R. Northen
- />US Department of Energy Joint BioEnergy Institute, Emeryville, CA 94608 USA
- />Lawrence Berkeley National Laboratory, Berkeley, CA 94720 USA
| | - Brian G. Fox
- />US Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53706 USA
- />Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706 USA
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16
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Ye Z, Zheng Y, Li B, Borrusch MS, Storms R, Walton JD. Enhancement of synthetic Trichoderma-based enzyme mixtures for biomass conversion with an alternative family 5 glycosyl hydrolase from Sporotrichum thermophile. PLoS One 2014; 9:e109885. [PMID: 25295862 PMCID: PMC4190410 DOI: 10.1371/journal.pone.0109885] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2014] [Accepted: 09/01/2014] [Indexed: 11/24/2022] Open
Abstract
Enzymatic conversion of lignocellulosic materials to fermentable sugars is a limiting step in the production of biofuels from biomass. We show here that combining enzymes from different microbial sources is one way to identify superior enzymes. Extracts of the thermophilic fungus Sporotrichum thermophile (synonym Myceliophthora thermophila) gave synergistic release of glucose (Glc) and xylose (Xyl) from pretreated corn stover when combined with an 8-component synthetic cocktail of enzymes from Trichoderma reesei. The S. thermophile extracts were fractionated and an enhancing factor identified as endo-β1,4-glucanase (StCel5A or EG2) of subfamily 5 of Glycosyl Hydrolase family 5 (GH5_5). In multi-component optimization experiments using a standard set of enzymes and either StCel5A or the ortholog from T. reesei (TrCel5A), reactions containing StCel5A yielded more Glc and Xyl. In a five-component optimization experiment (i.e., varying four core enzymes and the source of Cel5A), the optimal proportions for TrCel5A vs. StCel5A were similar for Glc yields, but markedly different for Xyl yields. Both enzymes were active on lichenan, glucomannan, and oat β-glucan; however, StCel5A but not TrCel5A was also active on β1,4-mannan, two types of galactomannan, and β1,4-xylan. Phylogenetically, fungal enzymes in GH5_5 sorted into two clades, with StCel5A and TrCel5A belonging to different clades. Structural differences with the potential to account for the differences in performance were deduced based on the known structure of TrCel5A and a homology-based model of StCel5A, including a loop near the active site of TrCel5A and the presence of four additional Trp residues in the active cleft of StCel5A. The results indicate that superior biomass-degrading enzymes can be identified by exploring taxonomic diversity combined with assays in the context of realistic enzyme combinations and realistic substrates. Substrate range may be a key factor contributing to superior performance within GH5_5.
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Affiliation(s)
- Zhuoliang Ye
- Department of Energy Great Lakes Bioenergy Research Center and Department of Energy Plant Research Laboratory, Michigan State University, East Lansing, Michigan, United States of America
| | - Yun Zheng
- Centre for Structural and Functional Genomics, Concordia University, Montréal, Quebec, Canada
| | - Bingyao Li
- Department of Energy Great Lakes Bioenergy Research Center and Department of Energy Plant Research Laboratory, Michigan State University, East Lansing, Michigan, United States of America
| | - Melissa S. Borrusch
- Department of Energy Great Lakes Bioenergy Research Center and Department of Energy Plant Research Laboratory, Michigan State University, East Lansing, Michigan, United States of America
| | - Reginald Storms
- Centre for Structural and Functional Genomics, Concordia University, Montréal, Quebec, Canada
| | - Jonathan D. Walton
- Department of Energy Great Lakes Bioenergy Research Center and Department of Energy Plant Research Laboratory, Michigan State University, East Lansing, Michigan, United States of America
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17
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Deng K, Takasuka TE, Heins R, Cheng X, Bergeman LF, Shi J, Aschenbrener R, Deutsch S, Singh S, Sale KL, Simmons BA, Adams PD, Singh AK, Fox BG, Northen TR. Rapid kinetic characterization of glycosyl hydrolases based on oxime derivatization and nanostructure-initiator mass spectrometry (NIMS). ACS Chem Biol 2014; 9:1470-9. [PMID: 24819174 DOI: 10.1021/cb5000289] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Glycoside hydrolases (GHs) are critical to cycling of plant biomass in the environment, digestion of complex polysaccharides by the human gut microbiome, and industrial activities such as deployment of cellulosic biofuels. High-throughput sequencing methods show tremendous sequence diversity among GHs, yet relatively few examples from the over 150,000 unique domain arrangements containing GHs have been functionally characterized. Here, we show how cell-free expression, bioconjugate chemistry, and surface-based mass spectrometry can be used to study glycoside hydrolase reactions with plant biomass. Detection of soluble products is achieved by coupling a unique chemical probe to the reducing end of oligosaccharides in a stable oxime linkage, while the use of (13)C-labeled monosaccharide standards (xylose and glucose) allows quantitation of the derivatized glycans. We apply this oxime-based nanostructure-initiator mass spectrometry (NIMS) method to characterize the functional diversity of GHs secreted by Clostridium thermocellum, a model cellulolytic organism. New reaction specificities are identified, and differences in rates and yields of individual enzymes are demonstrated in reactions with biomass substrates. Numerical analyses of time series data suggests that synergistic combinations of mono- and multifunctional GHs can decrease the complexity of enzymes needed for the hydrolysis of plant biomass during the production of biofuels.
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Affiliation(s)
- Kai Deng
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Sandia
National Laboratories, Livermore, California 94551, United States
| | - Taichi E. Takasuka
- Great Lakes Bioenergy Research Center, University of Wisconsin, Madison, Wisconsin 53706, United States
| | - Richard Heins
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Sandia
National Laboratories, Livermore, California 94551, United States
| | - Xiaoliang Cheng
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Lai F. Bergeman
- Great Lakes Bioenergy Research Center, University of Wisconsin, Madison, Wisconsin 53706, United States
| | - Jian Shi
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Sandia
National Laboratories, Livermore, California 94551, United States
| | - Ryan Aschenbrener
- Great Lakes Bioenergy Research Center, University of Wisconsin, Madison, Wisconsin 53706, United States
| | - Sam Deutsch
- Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- Joint Genome Institute, Walnut Creek, California 94598, United States
| | - Seema Singh
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Sandia
National Laboratories, Livermore, California 94551, United States
| | - Kenneth L. Sale
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Sandia
National Laboratories, Livermore, California 94551, United States
| | - Blake A. Simmons
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Sandia
National Laboratories, Livermore, California 94551, United States
| | - Paul D. Adams
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- University of
California, Berkeley, California 94720, United States
| | - Anup K. Singh
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Sandia
National Laboratories, Livermore, California 94551, United States
| | - Brian G. Fox
- Great Lakes Bioenergy Research Center, University of Wisconsin, Madison, Wisconsin 53706, United States
| | - Trent R. Northen
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
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18
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Smith MT, Wilding KM, Hunt JM, Bennett AM, Bundy BC. The emerging age of cell-free synthetic biology. FEBS Lett 2014; 588:2755-61. [PMID: 24931378 DOI: 10.1016/j.febslet.2014.05.062] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2014] [Revised: 05/29/2014] [Accepted: 05/30/2014] [Indexed: 01/16/2023]
Abstract
The engineering of and mastery over biological parts has catalyzed the emergence of synthetic biology. This field has grown exponentially in the past decade. As increasingly more applications of synthetic biology are pursued, more challenges are encountered, such as delivering genetic material into cells and optimizing genetic circuits in vivo. An in vitro or cell-free approach to synthetic biology simplifies and avoids many of the pitfalls of in vivo synthetic biology. In this review, we describe some of the innate features that make cell-free systems compelling platforms for synthetic biology and discuss emerging improvements of cell-free technologies. We also select and highlight recent and emerging applications of cell-free synthetic biology.
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Affiliation(s)
- Mark Thomas Smith
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA
| | - Kristen M Wilding
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA
| | - Jeremy M Hunt
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA
| | - Anthony M Bennett
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA
| | - Bradley C Bundy
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA.
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Harbers M. Wheat germ systems for cell-free protein expression. FEBS Lett 2014; 588:2762-73. [PMID: 24931374 DOI: 10.1016/j.febslet.2014.05.061] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2014] [Revised: 05/25/2014] [Accepted: 05/26/2014] [Indexed: 10/25/2022]
Abstract
Cell-free protein expression plays an important role in biochemical research. However, only recent developments led to new methods to rapidly synthesize preparative amounts of protein that make cell-free protein expression an attractive alternative to cell-based methods. In particular the wheat germ system provides the highest translation efficiency among eukaryotic cell-free protein expression approaches and has a very high success rate for the expression of soluble proteins of good quality. As an open in vitro method, the wheat germ system is a preferable choice for many applications in protein research including options for protein labeling and the expression of difficult-to-express proteins like membrane proteins and multiple protein complexes. Here I describe wheat germ cell-free protein expression systems and give examples how they have been used in genome-wide expression studies, preparation of labeled proteins for structural genomics and protein mass spectroscopy, automated protein synthesis, and screening of enzymatic activities. Future directions for the use of cell-free expression methods are discussed.
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Affiliation(s)
- Matthias Harbers
- RIKEN Center for Life Science Technologies, Suehiro-cho, Tsurumi-ku, Yokohama City, Kanagawa 230-0045, Japan; CellFree Sciences Co., Ltd., 75-1, Ono-cho, Leading Venture Plaza 201, Tsurumi-ku, Yokohama, Kanagawa 230-0046, Japan.
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Makino SI, Beebe ET, Markley JL, Fox BG. Cell-free protein synthesis for functional and structural studies. Methods Mol Biol 2014; 1091:161-78. [PMID: 24203331 DOI: 10.1007/978-1-62703-691-7_11] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2023]
Abstract
Recent advances in cell-free protein expression systems have made them reliable and practical for functional and structural studies of a wide variety of proteins. In particular, wheat germ cell-free translation can consistently produce target proteins in microgram quantities from relatively inexpensive, small-scale reactions. Here we describe our small-scale protein expression method for rapidly producing proteins for functional assay and techniques for determining if the target is suitable for scale-up to amounts potentially needed for structure determination. The cell-free system is versatile and can be easily customized with the inclusion of additives. We describe simple modifications used for producing membrane proteins.
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Affiliation(s)
- Shin-ichi Makino
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI, USA
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Lim S, Chundawat SP, Fox BG. Expression, purification and characterization of a functional carbohydrate-binding module from Streptomyces sp. SirexAA-E. Protein Expr Purif 2014; 98:1-9. [DOI: 10.1016/j.pep.2014.02.013] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2013] [Revised: 02/23/2014] [Accepted: 02/25/2014] [Indexed: 11/25/2022]
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Biochemical properties and atomic resolution structure of a proteolytically processed β-mannanase from cellulolytic Streptomyces sp. SirexAA-E. PLoS One 2014; 9:e94166. [PMID: 24710170 PMCID: PMC3978015 DOI: 10.1371/journal.pone.0094166] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2013] [Accepted: 03/11/2014] [Indexed: 01/07/2023] Open
Abstract
β-Mannanase SACTE_2347 from cellulolytic Streptomyces sp. SirexAA-E is abundantly secreted into the culture medium during growth on cellulosic materials. The enzyme is composed of domains from the glycoside hydrolase family 5 (GH5), fibronectin type-III (Fn3), and carbohydrate binding module family 2 (CBM2). After secretion, the enzyme is proteolyzed into three different, catalytically active variants with masses of 53, 42 and 34 kDa corresponding to the intact protein, loss of the CBM2 domain, or loss of both the Fn3 and CBM2 domains. The three variants had identical N-termini starting with Ala51, and the positions of specific proteolytic reactions in the linker sequences separating the three domains were identified. To conduct biochemical and structural characterizations, the natural proteolytic variants were reproduced by cloning and heterologously expressed in Escherichia coli. Each SACTE_2347 variant hydrolyzed only β-1,4 mannosidic linkages, and also reacted with pure mannans containing partial galactosyl- and/or glucosyl substitutions. Examination of the X-ray crystal structure of the GH5 domain of SACTE_2347 suggests that two loops adjacent to the active site channel, which have differences in position and length relative to other closely related mannanases, play a role in producing the observed substrate selectivity.
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Beebe ET, Makino SI, Markley JL, Fox BG. Automated cell-free protein production methods for structural studies. Methods Mol Biol 2014; 1140:117-135. [PMID: 24590713 DOI: 10.1007/978-1-4939-0354-2_9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
In contrast to cell-based protein expression, cell-free production is highly consistent, scalable, and amenable to automation. Robots can handle many samples and perform repetitive procedures that are otherwise prone to human error. Here is described commercially available robotics for a wheat germ cell-free system with emphasis on practical applications for structural and functional studies. In addition, described is a cell-free method for preparing protein complexes.
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Affiliation(s)
- Emily T Beebe
- Department of Biochemistry, University of Wisconsin-Madison, 433 Babcock Drive, Madison, WI, 53706, USA
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