Abstract
Background
Plant lignocellulosic biomass can be a source of fermentable sugars for the production of second generation biofuels and biochemicals. The recalcitrance of this plant material is one of the major obstacles in its conversion into sugars. Biomass is primarily composed of secondary cell walls, which is made of cellulose, hemicelluloses and lignin. Xylan, a hemicellulose, binds to the cellulose microfibril and is hypothesised to form an interface between lignin and cellulose. Both softwood and hardwood xylan carry glucuronic acid side branches. As xylan branching may be important for biomass recalcitrance and softwood is an abundant, non-food competing, source of biomass it is important to investigate how conifer xylan is synthesised.
Results
Here, we show using Arabidopsis gux mutant biomass that removal of glucuronosyl substitutions of xylan can allow 30% more glucose and over 700% more xylose to be released during saccharification. Ethanol yields obtained through enzymatic saccharification and fermentation of gux biomass were double those obtained for non-mutant material. Our analysis of additional xylan branching mutants demonstrates that absence of GlcA is unique in conferring the reduced recalcitrance phenotype. As in hardwoods, conifer xylan is branched with GlcA. We use transcriptomic analysis to identify conifer enzymes that might be responsible for addition of GlcA branches onto xylan in industrially important softwood. Using a combination of in vitro and in vivo activity assays, we demonstrate that a white spruce (Picea glauca) gene, PgGUX, encodes an active glucuronosyl transferase. Glucuronic acid introduced by PgGUX reduces the sugar release of Arabidopsis gux mutant biomass to wild-type levels indicating that it can fulfil the same biological function as native glucuronosylation.
Conclusion
Removal of glucuronic acid from xylan results in the largest increase in release of fermentable sugars from Arabidopsis plants that grow to the wild-type size. Additionally, plant material used in this work did not undergo any chemical pretreatment, and thus increased monosaccharide release from gux biomass can be achieved without the use of environmentally hazardous chemical pretreatment procedures. Therefore, the identification of a gymnosperm enzyme, likely to be responsible for softwood xylan glucuronosylation, provides a mutagenesis target for genetically improved forestry trees.
Electronic supplementary material
The online version of this article (doi:10.1186/s13068-017-0902-1) contains supplementary material, which is available to authorized users.
Keywords: Biofuels, Xylan, Glucuronic acid, Conifers, Softwood, GUX
Background
The growing population demands that plant biomass use becomes as efficient as possible, especially in large-scale applications: as a food and feed resource, and production of lignocellulosic biofuels and renewable materials [1–3]. Increasing the yield of sugars from both hemicelluloses and cellulose in the cell wall is important for the development of economic biorefineries and for use of improved plant biomass as an animal feed.
The intricate assembly and cross linking of lignin and polysaccharides within the cell wall renders the polysaccharides largely inaccessible to degradation [4]. Biomass digestion can be achieved by the use of expensive acid or alkali pretreatment, steam explosion or organic solvents [5], but these are not yet widely commercially viable processes. Consequently, there is considerable effort to increase the yield of sugar from biomass by breeding improved biomass crops, advancing pretreatment processes and improving enzyme cocktails. Despite substantial advances in all these areas, the lack of understanding of the molecular basis of recalcitrance prevents a targeted approach to improvement of saccharification. Cellulose is naturally resistant to enzymatic attack, but in the cell wall it is protected by hemicelluloses and lignin, which are removed in pretreatment processes to allow enzymatic saccharification of the cellulose [6]. Experiments using genetically modified plants and studies of genetic diversity have implicated lignin as one of the main cell wall components that influence digestibility [7–9].
In this work, we focussed on xylan, the major hemicellulose in secondary cell walls of eudicot angiosperms such as poplar, and an important hemicellulose in conifer cell walls, constituting up to 30 and 15% of dry material, respectively [10]. It is built of a β (1, 4)-linked xylose backbone that carries acetyl and [methyl]glucuronic acid ([Me]GlcA) branches in hardwoods and arabinose and MeGlcA substitutions in softwoods. In Arabidopsis thaliana, a model for hardwood secondary cell walls, xylan acetylation is believed to be catalysed by several acetyltransferases, of which TBL29/ESK is responsible for transfer of over 50% of acetyl groups [11]. The addition of α-1–2 linked GlcA branches to xylosyl residues is catalysed by GlucUronic acid substitution of Xylan (GUX) enzymes [12, 13]. The average degree of xylan glucuronosylation is 1 in every 8 xylosyl residues in angiosperms [14]. The frequency of [Me]GlcA in gymnosperms is higher, around 1 in every 6 xylose units [15]. GUX1/GUX2-deficient Arabidopsis thaliana plants (gux1/2) were shown to have no [Me]GlcA decorations on their secondary cell wall xylan [12]. GUX3 is responsible for glucuronosylation of xylan in primary walls [16]. GUX1, GUX2, and GUX4 enzymes show activity in vitro [13]. GlcA branches are 4-O-methylated by the activity of GXM enzymes [17, 18]. In our previous work, we demonstrated that extracted, deacetylated xylan from gux1/2 plants can be completely digested by just two enzymes: a xylanase and a β-xylosidase [12]. This is due to simplification of this xylan substrate as xylosidases are inhibited by the presence of [Me]GlcA on wild-type xylan; complete digestion requires the additional action of α-glucuronidases [12, 19]. Commercial cocktails therefore contain xylan glucuronidases. Similarly, acetylation inhibits digestion of xylan, necessitating addition of acetyl esterases to cocktails [20].
Several attempts to modify xylan branching in vivo have had varying but limited success in improving cellulose and xylan digestibility. Reducing acetylation of xylan by about 50% caused strong dwarfing in the tbl29/esk mutant, and did not improve saccharification [11]. On the other hand, there was a small improvement in saccharification in the growth-suppressed esk/kak plants [21]. Similarly, partial in muro deacetylation of xylan with acetyl esterases in Arabidopsis showed modest increases in cellulose digestion [22]. Manipulation of GlcA methylation, by reducing it from 70 to 30% in the gxm1 mutant, has also been reported to show a small increase in xylose release [17]. Attempts to remove [Me]GlcA in muro using a glucuronidase did not substantially change [Me]GlcA levels, or saccharification [23]. The gux1/2 mutants show a small improvement in extractability of xylan with sodium hydroxide [12], but is not yet clear to what extent removal of [Me]GlcA branches could affect saccharification of cell walls.
We report here that both cellulose and xylan are much more easily digestible by the commercial enzymatic cocktail Cellic® CTec2 in non-pretreated cell wall biomass of gux1/2 plants than those of WT plants. Simultaneous saccharification and fermentation experiments demonstrated that sugars in the gux1/2 biomass can be more efficiently converted to ethanol. To transfer this knowledge to industrially relevant plants, we identify and characterise a conifer GUX enzyme.
Results
Biomass lacking GlcA branches on xylan has reduced recalcitrance
To investigate the effect of modifying xylan decorations on recalcitrance, we performed saccharification experiments of modified stem biomass from A. thaliana. We studied plants with alterations in all the secondary cell wall xylan decorations: reduced acetylation (tbl29/esk, 11), without methylation of GlcA (gxm1/2/3, [24]) and without any [Me]GlcA sugar decorations (gux1/2, [12]). The reduced acetylation mutant is severely dwarfed [11], but the gxm1/2/3 and gux1/2 mutants grow without yield penalty (Additional file 1: Figure S1, Additional file 2: Figure S2). First, we measured sugar release from alcohol insoluble residues (AIR), a standard cell wall preparation involving milling in ethanol. Experiments used AIR without any further chemical pretreatment to avoid reducing any differences in biomass recalcitrance between plant genotypes. After enzymatic saccharification of AIR with the Cellic® CTec2 enzyme cocktail, we observed increased release of both glucose (Fig. 1a) and xylose (Fig. 1b) from the gux1/2 biomass in comparison with wild-type (WT). Remarkably, over 700% more xylose was released from gux1/2 AIR (Fig. 1b). On the other hand, no statistically significant difference in sugar release was observed from either tbl29 or gxm1/2/3 plants in these saccharification conditions. Use of a feedstock without chemical pretreatment could reduce the environmental impact of biofuel production. Therefore, we next evaluated if the saccharification phenotype is also observed for wet-milled stems without any chemical pretreatments. After saccharification of WT and gux1/2 milled stems, we observed double the release of glucose from the mutant biomass (Fig. 1c). Similarly to AIR saccharification, xylose release from gux1/2 milled stems was improved five-fold (Fig. 1d). Thus, the [Me]GlcA decorations are critical for recalcitrance of biomass, and have an exceptionally large impact on xylose release.
A possible explanation for the gux saccharification phenotype is an increased amount of xylan in the stems of these plants. Some literature sources suggest an increase in xylose measurement for gux1/2 by monosaccharide analysis [23]. We were unable to observe the same phenotype in our previous work [12]. However, this potential increase cannot fully explain the several-fold improvement in xylose yields observed in this work. Another possible explanation for increased xylose release from gux1/2 might be insufficiency of glucuronidase activity in the enzyme mix used for saccharification. In this case, glucuronosylated oligosaccharides might accumulate in a reaction when WT feedstock is used, and such oligosaccharides would not be measured when xylose release is quantified. However, GH115 glucuronidase [19] treatment of Cellic® CTec2 digested biomass, followed by second saccharification step, did not increase xylose release (Additional file 3: Figure S3). Therefore, the major improvement in xylan digestion in gux1/2 biomass is likely to reflect alterations to the molecular architecture of the secondary cell walls.
To test if the improved monosaccharide yield can enhance bioethanol production, we carried out simultaneous saccharification and fermentation (SSF) experiments using wet-milled stems as a feedstock and transgenic Escherichia coli capable of ethanol production [25]. We used an E. coli strain that can utilise pentoses and produce ethanol. Thus, it is well suited to metabolise xylan saccharification products. Fermentation of simultaneously saccharified gux1/2 biomass had double the yield of ethanol compared to ethanol from WT biomass SSF (Fig. 1e).
Gymnosperm genomes encode putative GUX enzymes
Xylan in hardwoods and softwoods contains patterned [Me]GlcA branches [15]. Conservation of this decoration suggests it plays an important function in all vascular plants [15]. Therefore, removing glucuronosylation from commercially relevant plants such as trees, including conifers that produce softwoods, could facilitate processing of wood into materials and biofuels. To identify possible conifer GUX glycosyltransferases, we examined sequences from the P. glauca transcriptome and found a read (PgGUX, clone: GQ03239_L13, GeneBank: BT111578.1) encoding a protein with up to 73% similarity to Arabidopsis GUX enzymes. Analysis of transcriptomic data from the OneKP project [26–29] identified reads encoding putative GUX enzymes of other gymnosperm species (Additional file 4: Table S2). A phylogenetic analysis of these newly identified gymnosperm putative GUX proteins showed that they are in a separate clade (Fig. 2a) and that they share a high degree of sequence similarity (Fig. 2b). Analysis of Picea abies transcriptome heat-map suggests that mRNA encoding a PgGUX homologue is enriched in wood supporting its function in xylan biosynthesis (Additional file 5: Figure S4) [30].
PgGUX can decorate acetylated xylan in vitro
To detect any PgGUX xylan glucuronosyltransferase activity, the enzyme was expressed as a myc-tagged protein in the tobacco Nicotiana benthamiana (Additional file 6: Figure S5). As a control for any endogenous tobacco glucuronosyltransferase activity, GTL6/MUCI10 (a Golgi-localised glucomannan galactosyltransferase, [31, 32]) was similarly expressed. Intact polymeric xylan from gux1/2 lacking any [Me]GlcA decorations was used as an acceptor. Since this xylan is insoluble without acetylation, microsomes extracted from tobacco expressing PgGUX or the control GTL6 were incubated with acetylated gux1/2 xylan and the reaction products were deacetylated and analysed by PACE using digestion with a GH11 xylanase. A GlcA-xylotetraose (UX4) product, indicating xylan glucuronosyltransferase activity, was observed for microsomes from PgGUX overexpressing plants incubated with the xylan acceptor in the presence of UDP-GlcA (Fig. 3).
PgGUX is an active conifer xylan glucuronosyltransferase in vivo
Having established that PgGUX is active on acetylated xylan in vitro, we tested whether we could use it to introduce xylan decorations in vivo. The PgGUX coding sequence was placed under the control of the secondary cell wall specific Arabidopsis IRX3 promoter. The construct was transformed into Arabidopsis gux1/2/3 plants which lack [Me]GlcA branches on both primary and secondary cell wall xylan [16]. Use of these mutant plants ensured that any [Me]GlcA detected in the transgenic plants would be generated by the PgGUX enzyme. The degree of xylan glucuronosylation was evaluated by analysis of xylanase GH11 digestion products by PACE (Fig. 4a), as described [33]. In all three homozygous transgenic gux1/2/3 lines expressing PgGUX, [Me]GlcA decorations were reintroduced (Fig. 4a, b). Thus, the cloned PgGUX enzyme is an active conifer glucuronosyltransferase in vivo.
To evaluate the recalcitrance of stem biomass from plants expressing PgGUX, we performed saccharification of AIR. In PgGUX lines, the monosaccharide release was reduced to levels measured for WT (Fig. 4c), indicating that the reintroduced glucuronosylation of the xylan is able to restore recalcitrance to the cell walls as effectively as native decorations.
Discussion
Numerous studies have genetically modified plant cell walls to decrease recalcitrance but the improved saccharification has been moderate, or offset by yield penalties [34–36]. Arabidopsis without glucuronic acid decorations on xylan (gux1/2) shows no yield penalty (Additional file 2: Figure S2, [12, 16]). Here, we have demonstrated an exceptional increase in sugar release during enzymatic saccharification specifically for this xylan branching mutant. Moreover, there is a substantially improved SSF ethanol yield from chemically unpretreated gux1/2 biomass.
In our work, we evaluated the impact of all modifications of dicot secondary cell wall xylan branching on biomass recalcitrance. No significant recalcitrance reduction was observed in plants with decreased xylan acetylation or methylation using our conditions, which is consistent with the no to moderate phenotypes previously reported with different saccharification conditions [11, 17]. We found that gux1/2 is unique among xylan decoration mutants in yielding a strong improvement in sugar release following enzymatic saccharification. The effect is especially marked for xylan, where most of the xylan becomes enzymatically digestible without any chemical cell wall pretreatments. These observations strongly indicate GUX genes as prime candidates for designing biomass for biorefining. The molecular origins of biomass recalcitrance are not fully understood, but are thought to involve protection of the cellulose from enzyme attack through sheathing in hemicellulose and embedding in lignin [37–40]. The molecular dynamic simulations and acetylation pattern of xylan of the gux1/2 mutant suggest that xylan is able to interact with cellulose microfibrils [41]. The unexpected sensitivity of recalcitrance to the presence of [Me]GlcA on xylan could be due to other factors, such as alteration of xylan linkages to lignin via a proposed [Me]GlcA ester [42, 43]. Alternatively, lack of [Me]GlcA on xylan may impact the relative positioning of cellulose microfibrils and lead to changes in lignin deposition patterns [44] which may result in reduction of biomass recalcitrance.
Softwood, an abundant biomass resource, has a simple pattern of [Me]GlcA decorations [15]. This suggests a possible lower complexity of the xylan biosynthesis machinery than in eudicots, which could be an advantage when engineering the conifer genome. We used a synthetic biology approach to characterise the xylan glucuronosyltransferase from P. glauca (PgGUX). PgGUX was able to glucuronosylate xylan in vitro and in the gux1/2/3 mutant Arabidopsis thaliana. The efficiency of in vitro GlcA transfer by the PgGUX (Fig. 3) was comparable to degree of xylan glucuronisation in planta (Fig. 4b), showing unprecedented yield for a plant polysaccharide in vitro glycosylation reaction. Importantly, the [Me]GlcA decorations introduced by the PgGUX enzyme suppressed the improved saccharification phenotype observed in gux1/2/3 plants, indicating that xylan glucuronosylation by PgGUX is functional.
Identification of a gymnosperm GUX enzyme is a major advance in the study of softwoods as a biomass resource and can contribute to the development of transgenic conifers more suited for biofuel production and biorefining. Not only the digestibility of cellulose can be improved in GUX-deficient Arabidopsis, but also their altered cell walls promote especially a more efficient utilisation of hemicelluloses, which form up to one-third of dry biomass. Additionally, many paper and pulp production processes remove hemicelluloses from wood using thermo-chemical treatment. It is likely that the efficiency of more environmentally benign pulping processes, such as enzymatic hemicellulose degradation, would be improved in GUX-deficient plants. Being a relatively simple alteration itself, GUX removal could be combined with other biomass modifications, further improving the quality of the lignocellulosic feedstock.
Conclusion
As the improvements in saccharification and fermentation are especially prominent in gux1/2 biomass without chemical treatment, our findings will promote innovation in more environmentally and economically sustainable processes of biomass use. Moreover, efficient saccharification without chemical pretreatment opens the possibility of using sugars from recalcitrant biomass such as wood as a feedstock for in vitro protein production, since toxic inhibitors are avoided with this pretreatment. As digestibility is improved in GUX-deficient plants, it may become possible to broaden the biomass that can contribute to animal feed, for example by using wood. With the growing population and pressure on land utilisation, such alternative uses of otherwise non-digestible biomass will become more significant. It is important to appreciate that different factors may determine recalcitrance of hardwoods and softwoods. Thus, softwood derived from conifers without functional copies of PgGUX homologues will need to be evaluated. Nonetheless, the discovery of [Me]GlcA importance for A. thaliana biomass recalcitrance together with identification of the softwood glucuronosyltransferase should provide a strong incentive for industrial and governmental organisations to invest in work aiming at engineering conifer genomes.
Methods
Plant material used and AIR preparation
Arabidopsis thaliana plants of the Columbia-0 ecotype were grown in a cabinet maintained at 21 °C, with a 16-h light, 8-h dark photoperiod. Mutant insertion lines described in [12] (gux1/2) and [16] (gux1/2/3) were used for saccharification and transformation experiments, respectively. Alcohol insoluble residue (AIR) was prepared from 5-cm-long sections of mature A. thaliana stem. All AIR preparation was carried out as described in [12].
A. thaliana biomass saccharification using Cellic® CTec2
Novozymes Cellic® CTec2 (also available from Sigma-Aldrich/Merck) was used for all saccharification and fermentation experiments. Enzyme stock (35 µL) was diluted to a total volume of 2.5 mL with 0.1M ammonium acetate pH = 5.0 (AmAc) buffer. The enzyme sample was cleared from residual sugars using PD-10 desalting column (GE Healthcare) and eluted using 3.5 mL AmAc buffer, generating 1:00 (v/v) Cellic® CTec2 solution. AIR aliquots (1 mg) were homogenised in 1 mL of AmAc buffer. Homogenised AIR was amended with 25 µL 1:100 Cellic® CTec2 working solution.
For saccharification of dried stems 20 µL of 1:10 (v:v) Cellic® CTec2 solution was used. The enzyme solution was added to 1 mg stem material/ml 0.1 M AmAc buffer. Stem suspension was generated by ball milling 8 mg of the biomass in 8 mL buffer for three periods of 10 min at 25 Hz, with 10-min intervals between each ball milling.
For both AIR and dried stems, saccharification was carried out for 24 h at 45 °C with 1400 rpm applied for 30 s every 4 min. The reaction was terminated by heat-treating the suspension at 100 °C for 10 min. d-Glucose and d-Xylose release from the biomass was quantified using commercial kits (Megazyme, catalogue codes: K-XYLOSE and K-GLUHK-220A). Sugar concentration for each experiment was standardised with readings obtained from biomass and enzyme only controls.
Glucuronidase supplementation was performed by incubating the products of Cellic® CTec2 saccharification with 10 μL of 1 mg/mL Bacteroides ovatus GH115d (Bo_03449).
Simultaneous saccharification and fermentation (SSF) experiments
50 mg dried stems of WT and gux1/2 plants were used for each fermentation reaction. Stems were ball milled in 7 mL LB medium for 4 periods of 5 min at 20 Hz, with 5-min intervals between each ball milling cycle. The material was removed from ball milling vessel. To fully recover the biomass, the vessel was washed with further 2.5 mL LB. The stem suspension was sterilised by heat treatment at 85 °C for 10 min followed by cooling on ice. Each fermentation reaction was amended with 250 µL 1:10 Cellic® CTec2 solution, prepared as described in saccharification section, and 250 µL of TOP10 E. coli inoculum bearing the BBa_K1122676 BioBrick (OD600 of the inoculum was within 0.55–0.6 range). BBa_K1122676 encodes a Pyruvate decarboxylase and Alcohol dehydrogenase from Zymonomas mobilis which allow ethanol production in E. coli [25]. Biomass only reactions were supplemented with 250 µL of AmAc buffer and the bacterial inoculum. The plasmid was maintained by provision of 25 µg/mL Chloramphenicol (Duchefa Biochemie). The simultaneous saccharification and fermentation reactions were carried out for 96 h. at 37 °C and 200 rpm. Fermentation vessel was kept air-tight throughout the experiment. Ethanol levels were analysed using a commercial kit (Megazyme, catalogue code: K-ETOH).
Molecular phylogeny analysis of GUX amino acid sequences
The coding sequences of A. thaliana GUX 1, 2 and 3 were used to identify putative GUX encoding transcripts from Populus trichocarpa using data available via the NCBI BLAST service. The same Arabidopsis CDSs were used as a query to identify transcripts encoding putative GUX enzymes from Coniferophyta and Gnetophyta transcriptomic data available via 1000 Plant Genome BLAST service [26]. PgGUX transcript and amino acid sequences were retrieved from GeneBank. All amino acid sequences were reconstructed from transcripts with ExPASy translate tool and aligned using Multiple Sequence Comparison by Log-Expectation (MUSCLE) algorithm. A maximum likelihood phylogenetic tree was constructed using MEGA 6 software [45].
Molecular cloning and generation of transgenic A. thaliana lines
The gene encoding the P. glauca enzyme with a 3xMyc C-terminal tag was synthesised by GeneScript. Gateway cloning was used to insert the gene into the p3KC binary vector [46]. Protein expression was driven by a 1.7 kbp promoter sequence of A. thaliana IRX3 gene. A. thaliana gux1/2/3 plants were transformed using the floral dip method [47]. Kanamycin resistant plants were screened for the construct using PCR (Forward primer: 5′-ACTCCCAGTTGGATCCTGTG-3′, Reverse primer: 5′-TCCATAAGCTGGAAGGT-3′). Three independent gux1/2/3 lines homozygous for the pIRX3:PgGUX-Myc:NosT construct were derived and analysed in this study.
Expression of PgGUX in Nicothiana benthamiana
PgGUX-3xMyc was amplified from the synthetic construct using Q5 DNA Polymerase (NEB, Forward primer: 5′-ATGAGGCCCTCTTCAGGAGTTC-3′, Reverse primer: 5′- TCAAAGCAAATCCTCTTCTGAGATCAGT-3′). PCR product was ligated into NruI (NEB) digested pEAQ-HT N. benthamiana overexpression vector [48] using T4 DNA ligase (Thermo-Fisher Scientific). The construct was transformed into competent AGL-1 Agrobacterium tumefaciens and infiltrated into N. benthamiana leaves according to a published protocol [49]. Leaves were harvested 3 days following the infiltration and the membranes fraction enriched for PgGUX was collected as described in [13]. Same protocol was followed for GTL6-3xMyc overexpression.
Western blot analysis of PgGUX and GTL6 enriched membranes fraction
Protein concentration in the membranes fraction was quantified using modified Bradford reagent (Expedeon). Each well of SDS-PAGE (10–15% gradient, BioRad) was loaded with 2.5 or 5 μg of PgGUX or GTL6 enriched N. benthamiana leaf membrane protein. Following the run, the gel was transferred onto nitrocellulose membrane using iBlot system (Life Technologies). The membrane was blocked o/n in 5% milk in TBS solution. The following day it was probed with 1:2000 anti-Myc primary antibody (rabbit polyclonal, Santa-Cruz, A14) and with 1:10,000 mouse anti-rabbit HRP linked secondary antibody (Bio-Rad, 170-6515). Amersham ECL prime HRP substrate (GE-Lifesciences) was used to obtain signal from membrane bound antibodies.
Glucuronosyltransferase activity assay
Acetylated heteroxylan lacking GlcA decorations was extracted from gux1gux2 A. thaliana as previously described [41]. Buffer exchange PD-10 columns (GE Lifesciences) were used to remove xylan from DMSO and elute it in water. Xylan aliquots were dried and used as an acceptor for in vitro GlcA transfer reaction. Each reaction mix was prepared as described in [16] with omission of UDP-Xylose. UDP-GlcA (5 mM) was replaced with water in certain reactions to control for non-specific glucuronosylation. Reaction was terminated with heat treatment (100 °C, 10 min) and the polysaccharides were extracted using methanol and chloroform as previously described [16]. Extracted polysaccharides were pelleted with 70% ethanol, washed in 100% ethanol and dried. Dry pellet was deacetylated with 4 M NaOH and digested with Neocallimastix patriciarum GH11 as previously described [12].
Polysaccharide analysis by carbohydrate gel electrophoresis (PACE) of xylanase GH11 digestion products
AIR material (0.5 mg) was digested with N. patriciarum GH11 enzyme overnight as described in [12]. Released oligosaccharides were dried and derivatised with 8-aminonapthalene-1,3,6-trisulphonic acid (ANTS; Invitrogen). ANTS derivitasation, PACE running and visualisation were performed as previously described [50, 51].
Statistical analysis and sampling
For the analysis of sugar release, fermentation efficiency and degree of GlcA substitution all plants were grown in three biological replicates. Each biological replicate consisted of a pooled sample of 36 plants. For each biological replicate, 3 technical replicates were analysed. Average sugar release/ethanol for each biological replicate was used for the statistical analysis with Student’s T test. The variance between each WT and mutant pair was estimated to be similar with Levene’s test.
Additional files
Authors’ contributions
JJL and KBW and MBW designed and performed experiments and bioinformatics analysis, analysed data and wrote the paper; OMT performed experiments, analysed data and wrote the paper; XY and NF-B performed experiments and analysed data; DB designed and performed initial experiments and analysed data; KBK analysed data and wrote the paper; PD designed experiments, analysed data and wrote the paper. All authors read and approved the final manuscript.
Acknowledgements
We would like to thank Prof. Christopher French (University of Edinburgh, UK) for providing us with DNA constructs required for ethanol fermentation in E. coli. We would like to acknowledge Prof. George Lomonossoff (John Innes Centre, UK), who developed the pEAQ-HyperTrans expression system used in this study. Plant Bioscience Limited supplied the pEAQ-HT vector which was used in this work. The GH11 and GH115 enzymes used in this work were a kind gift from Dr. Dave Bolam and Prof. Harry Gilbert (University of Newcastle, UK). We would also like to thank Dr. Nadine Anders and Dr. Henry Temple for helpful discussions and critical reading of the manuscript.
Competing interests
PD has filed a related patent application on xylan modification (WO2009037502). The remaining authors have no competing interests.
Availability of data and materials
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request. All material used in this study can be requested from the corresponding authors.
Funding
This work was supported by the Leverhulme Trust Centre for Natural Material Innovation and the OpenPlant Synthetic Biology Research Centre. J.J.L. was in receipt of a studentship from the Biotechnology and Biological Sciences Research Council (BBSRC) of the UK as part of the Cambridge BBSRC-DTP Programme (Reference BB/J014540/1). O.M.T was a recipient of an iCASE studentship from the BBSRC (Reference BB/M015432/1).
Publisher’s Note
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Abbreviations
- AIR
alcohol insoluble residues
- AmAc
ammonium acetate
- ANTS
8-aminonapthalene-1,3,6-trisulphonic acid
- GH
glycosyl hydrolase
- GlcA
glucuronic acid
- GUX
glucuronic acid substitution of xylan
- GXM
glucuronoxylan methyltransferase
- HRP
horseradish peroxidase
- IRX
irregular xylem
- MeGlcA
4-O-methylglucuronic acid
- OneKP
one thousand plants
- PACE
polysaccharide analysis by carbohydrate gel electrophoresis
- Pg
Picea glauca
- SSF
simultaneous saccharification and fermentation
- TBL
trichome birefringence-like
- UDP-Xyl
uridine[5′]diphospho-α-d-xylopyranoside
- UX4
glucurono-xylotetraose
- WT
wild-type
Footnotes
Electronic supplementary material
The online version of this article (doi:10.1186/s13068-017-0902-1) contains supplementary material, which is available to authorized users.
Contributor Information
Jan J. Lyczakowski, Email: jjl55@cam.ac.uk
Krzysztof B. Wicher, Email: kwicher@gmail.com
Oliver M. Terrett, Email: omt27@cam.ac.uk
Nuno Faria-Blanc, Email: nunofb@gmail.com.
Xiaolan Yu, Email: xly20@cam.ac.uk.
David Brown, Email: david_matthewbrown@hotmail.com.
Kristian B. R. M. Krogh, Email: kbk@novozymes.com
Paul Dupree, Email: pd101@cam.ac.uk.
Marta Busse-Wicher, Email: mnb29@cam.ac.uk.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request. All material used in this study can be requested from the corresponding authors.