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Mazarei M, Baxter HL, Li M, Biswal AK, Kim K, Meng X, Pu Y, Wuddineh WA, Zhang JY, Turner GB, Sykes RW, Davis MF, Udvardi MK, Wang ZY, Mohnen D, Ragauskas AJ, Labbé N, Stewart CN. Functional Analysis of Cellulose Synthase CesA4 and CesA6 Genes in Switchgrass ( Panicum virgatum) by Overexpression and RNAi-Mediated Gene Silencing. FRONTIERS IN PLANT SCIENCE 2018; 9:1114. [PMID: 30127793 PMCID: PMC6088197 DOI: 10.3389/fpls.2018.01114] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Accepted: 07/10/2018] [Indexed: 05/11/2023]
Abstract
Switchgrass (Panicum virgatum L.) is a leading lignocellulosic bioenergy feedstock. Cellulose is a major component of the plant cell walls and the primary substrate for saccharification. Accessibility of cellulose to enzymatic breakdown into fermentable sugars is limited by the presence of lignin in the plant cell wall. In this study, putatively novel switchgrass secondary cell wall cellulose synthase PvCesA4 and primary cell wall PvCesA6 genes were identified and their functional role in cellulose synthesis and cell wall composition was examined by overexpression and knockdown of the individual genes in switchgrass. The endogenous expression of PvCesA4 and PvCesA6 genes varied among including roots, leaves, stem, and reproductive tissues. Increasing or decreasing PvCesA4 and PvCesA6 expression to extreme levels in the transgenic lines resulted in decreased biomass production. PvCesA6-overexpressing lines had reduced lignin content and syringyl/guaiacyl lignin monomer ratio accompanied by increased sugar release efficiency, suggesting an impact of PvCesA6 expression levels on lignin biosynthesis. Cellulose content and cellulose crystallinity were decreased, while xylan content was increased in PvCesA4 and PvCesA6 overexpression or knockdown lines. The increase in xylan content suggests that the amount of non-cellulosic cell wall polysaccharide was modified in these plants. Taken together, the results show that the manipulation of the cellulose synthase genes alters the cell wall composition and availability of cellulose as a bioprocessing substrate.
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Affiliation(s)
- Mitra Mazarei
- Department of Plant Sciences, University of Tennessee, Knoxville, Knoxville, TN, United States
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Holly L. Baxter
- Department of Plant Sciences, University of Tennessee, Knoxville, Knoxville, TN, United States
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Mi Li
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- Biosciences Division, Joint Institute for Biological Science, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Ajaya K. Biswal
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, United States
| | - Keonhee Kim
- Center for Renewable Carbon, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Xianzhi Meng
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- Department of Chemical and Biomolecular Engineering, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Yunqiao Pu
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- Biosciences Division, Joint Institute for Biological Science, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Wegi A. Wuddineh
- Department of Plant Sciences, University of Tennessee, Knoxville, Knoxville, TN, United States
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Ji-Yi Zhang
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- Noble Research Institute, Ardmore, OK, United States
| | - Geoffrey B. Turner
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- National Renewable Energy Laboratory, Golden, CO, United States
| | - Robert W. Sykes
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- National Renewable Energy Laboratory, Golden, CO, United States
| | - Mark F. Davis
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- National Renewable Energy Laboratory, Golden, CO, United States
| | - Michael K. Udvardi
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- Noble Research Institute, Ardmore, OK, United States
| | - Zeng-Yu Wang
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- Noble Research Institute, Ardmore, OK, United States
| | - Debra Mohnen
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, United States
| | - Arthur J. Ragauskas
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- Biosciences Division, Joint Institute for Biological Science, Oak Ridge National Laboratory, Oak Ridge, TN, United States
- Department of Chemical and Biomolecular Engineering, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Nicole Labbé
- Center for Renewable Carbon, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - C. Neal Stewart
- Department of Plant Sciences, University of Tennessee, Knoxville, Knoxville, TN, United States
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, United States
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Hsia MM, O'Malley R, Cartwright A, Nieu R, Gordon SP, Kelly S, Williams TG, Wood DF, Zhao Y, Bragg J, Jordan M, Pauly M, Ecker JR, Gu Y, Vogel JP. Sequencing and functional validation of the JGI Brachypodium distachyon T-DNA collection. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2017; 91:361-370. [PMID: 28432803 DOI: 10.1111/tpj.13582] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Revised: 04/13/2017] [Accepted: 04/18/2017] [Indexed: 05/07/2023]
Abstract
Due to a large and growing collection of genomic and experimental resources, Brachypodium distachyon has emerged as a powerful experimental model for the grasses. To add to these resources we sequenced 21 165 T-DNA lines, 15 569 of which were produced in this study. This increased the number of unique insertion sites in the T-DNA collection by 21 078, bringing the overall total to 26 112. Thirty-seven per cent (9754) of these insertion sites are within genes (including untranslated regions and introns) and 28% (7217) are within 500 bp of a gene. Approximately 31% of the genes in the v.2.1 annotation have been tagged in this population. To demonstrate the utility of this collection, we phenotypically characterized six T-DNA lines with insertions in genes previously shown in other systems to be involved in cellulose biosynthesis, hemicellulose biosynthesis, secondary cell wall development, DNA damage repair, wax biosynthesis and chloroplast synthesis. In all cases, the phenotypes observed supported previous studies, demonstrating the utility of this collection for plant functional genomics. The Brachypodium T-DNA collection can be accessed at http://jgi.doe.gov/our-science/science-programs/plant-genomics/brachypodium/brachypodium-t-dna-collection/.
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Affiliation(s)
- Mon Mandy Hsia
- USDA ARS Western Regional Research Center, 800 Buchanan St., Albany, CA, 94710-1105, USA
| | - Ronan O'Malley
- Genomic Analysis Laboratory, The Salk Institute for Biological Studies and the Howard Hughes Medical Institute, 10010 North Torrey Pines Rd., La Jolla, CA, 92037, USA
- DOE Joint Genome Institute, 2800 Mitchell Dr., Walnut Creek, CA, 94598, USA
| | - Amy Cartwright
- USDA ARS Western Regional Research Center, 800 Buchanan St., Albany, CA, 94710-1105, USA
- DOE Joint Genome Institute, 2800 Mitchell Dr., Walnut Creek, CA, 94598, USA
| | - Rita Nieu
- USDA ARS Western Regional Research Center, 800 Buchanan St., Albany, CA, 94710-1105, USA
| | - Sean P Gordon
- DOE Joint Genome Institute, 2800 Mitchell Dr., Walnut Creek, CA, 94598, USA
| | - Sandra Kelly
- Cereal Research Centre, Agriculture and Agri-Food Canada, 101 Route 100, Unit 100, Morden, MB, R6M 1Y5, Canada
| | - Tina G Williams
- USDA ARS Western Regional Research Center, 800 Buchanan St., Albany, CA, 94710-1105, USA
| | - Delilah F Wood
- USDA ARS Western Regional Research Center, 800 Buchanan St., Albany, CA, 94710-1105, USA
| | - Yunjun Zhao
- Department of Plant and Microbial Biology, University of California, 111 Koshland Hall, Berkeley, CA, 94720, USA
| | - Jennifer Bragg
- USDA ARS Western Regional Research Center, 800 Buchanan St., Albany, CA, 94710-1105, USA
| | - Mark Jordan
- Cereal Research Centre, Agriculture and Agri-Food Canada, 101 Route 100, Unit 100, Morden, MB, R6M 1Y5, Canada
| | - Markus Pauly
- Department of Plant and Microbial Biology, University of California, 111 Koshland Hall, Berkeley, CA, 94720, USA
| | - Joseph R Ecker
- Genomic Analysis Laboratory, The Salk Institute for Biological Studies and the Howard Hughes Medical Institute, 10010 North Torrey Pines Rd., La Jolla, CA, 92037, USA
| | - Yong Gu
- USDA ARS Western Regional Research Center, 800 Buchanan St., Albany, CA, 94710-1105, USA
| | - John P Vogel
- USDA ARS Western Regional Research Center, 800 Buchanan St., Albany, CA, 94710-1105, USA
- DOE Joint Genome Institute, 2800 Mitchell Dr., Walnut Creek, CA, 94598, USA
- Department of Plant and Microbial Biology, University of California, 111 Koshland Hall, Berkeley, CA, 94720, USA
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6
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Eloy NB, Voorend W, Lan W, Saleme MDLS, Cesarino I, Vanholme R, Smith RA, Goeminne G, Pallidis A, Morreel K, Nicomedes J, Ralph J, Boerjan W. Silencing CHALCONE SYNTHASE in Maize Impedes the Incorporation of Tricin into Lignin and Increases Lignin Content. PLANT PHYSIOLOGY 2017; 173:998-1016. [PMID: 27940492 PMCID: PMC5291018 DOI: 10.1104/pp.16.01108] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Accepted: 12/06/2016] [Indexed: 05/18/2023]
Abstract
Lignin is a phenolic heteropolymer that is deposited in secondary-thickened cell walls, where it provides mechanical strength. A recent structural characterization of cell walls from monocot species showed that the flavone tricin is part of the native lignin polymer, where it is hypothesized to initiate lignin chains. In this study, we investigated the consequences of altered tricin levels on lignin structure and cell wall recalcitrance by phenolic profiling, nuclear magnetic resonance, and saccharification assays of the naturally silenced maize (Zea mays) C2-Idf (inhibitor diffuse) mutant, defective in the CHALCONE SYNTHASE Colorless2 (C2) gene. We show that the C2-Idf mutant produces highly reduced levels of apigenin- and tricin-related flavonoids, resulting in a strongly reduced incorporation of tricin into the lignin polymer. Moreover, the lignin was enriched in β-β and β-5 units, lending support to the contention that tricin acts to initiate lignin chains and that, in the absence of tricin, more monolignol dimerization reactions occur. In addition, the C2-Idf mutation resulted in strikingly higher Klason lignin levels in the leaves. As a consequence, the leaves of C2-Idf mutants had significantly reduced saccharification efficiencies compared with those of control plants. These findings are instructive for lignin engineering strategies to improve biomass processing and biochemical production.
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Affiliation(s)
- Nubia B Eloy
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.)
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
| | - Wannes Voorend
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.)
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
| | - Wu Lan
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.)
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
| | - Marina de Lyra Soriano Saleme
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.)
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
| | - Igor Cesarino
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.)
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
| | - Ruben Vanholme
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.)
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
| | - Rebecca A Smith
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.)
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
| | - Geert Goeminne
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.)
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
| | - Andreas Pallidis
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.)
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
| | - Kris Morreel
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.)
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
| | - José Nicomedes
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.)
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
| | - John Ralph
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.)
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.)
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
| | - Wout Boerjan
- Center for Plant Systems Biology, VIB, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.);
- Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium (N.B.E., W.V., M.d.L.S.S., I.C., R.V., G.G., A.P., K.M., J.N., W.B.);
- Department of Botany, Institute of Biosciences, University of São Paulo, Butantã, Sao Paulo SP 05508-090, Brazil (I.C.);
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, Wisconsin 53726 (W.L., R.A.S., J.R.); and
- Department of Biological System Engineering (W.L., J.R.) and Department of Biochemistry (R.A.S., J.R.), University of Wisconsin, Madison, Wisconsin 53706
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