Abstract
Background
Expression of glycosyl hydrolases in lignocellulosic biomass has been proposed as an alternative to improve efficiency of cellulosic ethanol production. In planta production of hyperthermophilic hydrolytic enzymes could prevent the detrimental effects often seen resulting from the expression of recombinant mesophilic enzymes to plant hosts. Utilizing lignocellulosic feedstocks to produce hyperthermophilic hydrolases provides additional benefits for ethanol production in the way of transgenic feedstocks serving as both enzyme providers and cellulosic substrates.
Results
In this study, transgenic hybrid poplar (Populus alba × grandidentata) was generated to express a hyperthermophilic endoglucanase from Thermotoga neapolitana with an optimal temperature over 100 °C. Functional hyperthermoactive endoglucanase was successfully produced in the transgenic events, and altered phenotypic growth was observed in transgenic lines. Moreover, the line with the highest TnCelB expression in both leaf and developing xylem had reduced lignin content and cellulose crystallinity, resulting in a more digestible cell wall. The activation of TnCelB by a post-harvest heat treatment resulted in enhanced saccharification efficiencies of transgenic poplar lines with moderate TnCelB expression and without alteration of cellulose and lignin when not heat-treated. In planta high-level overexpression of a hyperthermophilic endoglucanase paired with heat treatment following harvest, resulted in biomass that was comparable with wild-type lines that underwent a traditional pretreatment for saccharification.
Conclusions
Overexpression of hyperthermophilic endoglucanase in feedstock had impacts on plant growth and cell wall composition, especially when the enzyme was highly expressed. Improved glucan saccharification efficiencies from transgenic lines before and after heat treatment could reduce both the economic and environmental costs associated with ethanol production from lignocellulosic biomass.
Electronic supplementary material
The online version of this article (10.1186/s13068-018-1224-7) contains supplementary material, which is available to authorized users.
Keywords: Hyperthermophilic cellulase, Transgenic poplar, Cell wall composition, Saccharification, Biofuel production
Background
The drive to replace fossil fuels with sustainable energy sources has resulted in increased demand for ethanol to supplement gasoline since the late 1970s [1]. While the production of grain-derived ethanol has been criticized as a potential threat to food supply and for its debatable social benefits [2], the utilization of lignocellulosic biomass, one of the most abundant energy resources on the planet, provides an alternative for ethanol production. The secondary cell wall of lignocellulosic biomass contains abundant polysaccharides such as cellulose and hemicellulose that can be hydrolyzed into monosaccharides for fermentation into ethanol [3]. Currently, low efficiency and high conversion costs prevent large-scale production of lignocellulosic ethanol.
Degradation of the plant cell wall requires thermochemical pretreatment followed by enzymatic hydrolysis. Cellulose bundles are embedded within a complex matrix of hemicellulose and lignin, and pretreatment is necessary to allow access to the carbohydrates of the cell wall. Pretreatment utilizes high temperatures, corrosive chemicals, or ionic liquids to break the bonds among the three components, thereby increasing accessibility of hydrolytic enzymes to cellulose [4]. These glycosyl hydrolases, which include a suite of enzymes that breakdown cellulose and hemicellulose, are commonly produced in microorganisms. Pretreatments requiring harsh thermochemical conditions paired with the high cost of microbe-derived enzymes continue to make lignocellulosic ethanol financially non-competitive compared with corn ethanol.
In planta expression of cellulolytic enzymes is an alternative to producing the enzymes in microorganisms. While proof of concept has been carried out in multiple species including Arabidopsis and tobacco [5–8], in planta cellulase expression would be more advantageous if the enzymes were produced in the lignocellulosic feedstock itself. This would allow the biomass feedstock to serve a dual role, as both enzyme supplier and substrate for ethanol production [9]. One of the challenges associated with expressing hydrolytic enzymes in plants is the prevention of detrimental effects of the enzymes on the plant host. Stunted growth, abnormal stem development, infertility, and depigmentation can result from disruption of host cell structure and function by in planta expression of hydrolases [10–13]. A potential solution to this challenge is the expression of hyperthermophilic cellulases that display low enzyme activity at ambient temperatures.
Previous studies have successfully expressed a thermophilic endoglucanase from Acidothermus cellulolyticus with an optimum temperature of 80 °C [14] in various plant species without negative effects on plant growth [7, 15, 16]. In planta expression of hyperthermophilic cellulases is considered key for simultaneous processing with mild pretreatments (90–120 °C) and enzymatic hydrolysis in one reactor [17]. To achieve this goal, enzymes expressed in the plant should survive and be activated at temperatures over 90 °C. To date, few studies have produced cellulases with optimal temperature over 90 °C in planta, and this work has been carried out only in model species including Arabidopsis and tobacco [18–20]. Hyperthermophilic endoglucanases have been identified from multiple organisms [21]. Among them, an endoglucanase from Thermotoga neapolitana (TnCelB) has an optimal temperature of 106 °C [22], and is one of few characterized endoglucanases which retain activity over 100 °C.
Beyond the original goal of utilizing the plant as a biofactory for enzyme production, in planta expression of hydrolytic enzymes has been reported to modify cell wall structure [23–26]. In most previous studies, in planta expression of hydrolytic enzymes resulted in a more easily digestible cell wall and enhanced enzymatic saccharification. In planta expression of hyperthermophilic cellulases is expected to not only prevent destructive effects of the enzyme on plant host structure and function, but more importantly, it will allow autohydrolysis of feedstock post-harvest. Heat-activated hyperthermophilic endoglucanases in Arabidopsis hydrolyzed cellulose in plant hosts and released a small amount of sugar [20]. Higher glucan conversion rates were seen in transgenic Arabidopsis overexpressing a hyperthermophilic endoglucanase after enzyme activation, and improved glucan conversion from transgenic plants was suggested to result from more irregular surfaces and empty regions in the plant cell wall caused by endoglucanase activity [24]. This suggests that heat activation of hyperthermophilic enzymes could allow cell wall components to be hydrolyzed or modified by in planta produced enzymes prior to the start of processing. In addition, reduced cell wall recalcitrance was reported from endoglucanase overexpressing tobacco and maize even without the enzyme being activated [23]. The previous studies separately investigated effects of in planta hyperthermophilic endoglucanase on the plant cell wall with or without the enzyme being activated; however, there was not a systematic comparison of the same tissues with both activation and no activation. Moreover, the majority of the previous research has looked at Arabidopsis and tobacco which, while useful model species for biofuels research, are not potential biofuels feedstocks [27]. Therefore, interactions of in planta cellulase expression and activation within the plant cell wall in woody plants remains to be investigated.
TnCelB was overexpressed in hybrid poplar (Populus alba × grandidentata) under the control of the Cauliflower Mosaic Virus 35S promoter. Here, we explore the effect of in planta TnCelB expression on cell wall composition and structure, and the resultant impact on saccharification efficiency both before and after the heat activation of this hydrolytic enzyme.
Methods
Synthesis of TnCelB-coding sequence
A hyperthermophilic endoglucanase from T. neapolitana, TnCelB (GenBank: AAC95060.1) was codon optimized based on the codon usage of Populus trichocarpa using the online tool Optimizer [28]. A synthetic intron was inserted into the DNA sequence [29], and the targeting sequence from tobacco pathogenesis-related protein 1a (PR1a) was used to target TnCelB to apoplast [30]. For convenience of molecular cloning, the second amino acid (asparagine) of the original PR1a was mutated to a glutamate (Additional file 1: Table S1). Codon-optimized TnCelB containing the synthetic intron and the apoplast target sequence was synthesized (GenScript ®, Piscataway, NJ, USA). Apoplast-targeted TnCelB was cloned into the pCambia1300 binary vector under the control of the Cauliflower Mosaic Virus 35S promoter (CaMV) and confirmed by sequencing. Correct splicing was confirmed in poplar first by PCR comparing the plasmid DNA to transgenic poplar cDNA using primers flanking the synthetic intron (Additional file 1: Fig. S1), and then by sequencing of the amplified cDNA. Apoplast targeting by the mutated PR1a sequence was confirmed by fusing the sequence with GFP and carrying out transient expression in onion epidermal cells (Additional file 1: Fig. S2).
Plant material
The pCambia 1300 binary vector containing the TnCelB gene driven by the CaMV 35S promoter was transformed into Agrobacterium tumefaciens Strain GV3101. Agrobacterium-mediated transformation of poplar (Populus alba × grandidentata) was conducted as previously described [31]. Four transgenic events were confirmed to contain the expression cassette using genomic PCR (Additional file 1: Table S1). Each transgenic event, along with the non-transgenic control (WT), was vegetatively propagated to produce multiple lines (n = 6–8) in tissue culture before they were moved to the greenhouse. The plants were grown in the greenhouse under 16 h light (24 °C)/8 h dark (18 °C) and fertilized weekly. Four-month-old plants were measured prior to being destructively harvested for analysis. Plant height was measured from soil to the top most stem, and diameter was measured at 10 cm above the soil using a digital caliper. Leaf number was counted from top to bottom of stems. The growth stage of plant tissue was determined by plastochron index [32]. The first leaf with a blade length larger than 5 cm was assigned as P0 and the leaf immediately below P0 was assigned as P1, then P2, and so on. Internode length was calculated as stem height divided by leaf number. P15 and P16 were collected as leaf tissue for analysis. Stem sections between P10 and P30 were used for the collection of developing xylem. Bark was peeled from the wood, and the outer layer of tissue was scraped from the wood using a scalpel. Wood tissue was collected from P10 to the base for analysis of cell wall composition and enzymatic hydrolysis. Intact stems from P30 to bottom were treated at 100 °C for 4 h to activate TnCelB enzyme to produce heat-treated stems, while stems from P10 to 30 did not undergo heat treatment, but were dried only after the removal of the developing xylem as untreated stems. All stem tissues were debarked and pith removed before chemical analysis.
Quantitative RT-PCR analysis
Total RNA was extracted from leaf and developing xylem tissue separately based on the previous methods [33]. In short, 0.2 g tissue was ground in liquid nitrogen with 10 ml extraction buffer containing 10 M lithium chloride (LiCl), 0.5 M EDTA, 1 M Tris (pH 8.0), 1.5% lauryl sulfate lithium salt, 1 mM aurintricarboxylic acid, 10 mM dithiothreitol, 5 mM thiourea, 0.1% sodium deoxycholate, 1% tergitol NP-40, and 2% PVPP (w/v). The homogenate was then transferred into a 50 ml Falcon tube and 1/10 volume 3.3 M sodium acetate (pH 6.1) and 1 volume chilled isopropanol added. The mixture was incubated at − 80 °C for at least 30 min followed by centrifugation at 4000 rpm for 40 min. The pellets were resuspended in 2 ml TE and 2 ml 5 M NaCl, 1 ml of 10% CTAB added, and incubated at 65 °C for 5 min. An equal volume of chloroform: IAA was added, followed by centrifugation at 4000 rpm for 20 min. The aqueous phase was transferred to a new falcon tube and ¼ volume of 10 M LiCl added prior to overnight incubation at − 20 °C. The mixture was centrifuged and all remaining liquid removed. The pellet was dissolved in 900 µl TE buffer and 900 µl chilled isopropanol and 3.3 M sodium acetate (pH 8.0) added to precipitate nucleotides, followed by centrifugation at 14,000 rpm for 60 min. The remaining pellet was washed with 70% ethanol and then dried at room temperature. Dried pellets were dissolved in 50 µl autoclaved DEPC-treated water. Quality and quantity of extracted RNA were assessed by NanoDrop (Thermo Fisher Scientific, Waltham, MA, USA), as well as agarose gel electrophoresis.
RNA was treated with DNase according to manufacturer’s instructions of RQ1 RNase-Free DNase (Promega, Madison, WI, USA). DNase-treated RNA was used as a template for cDNA synthesis using High-Capacity cDNA Reverse Transcription Kits (Applied Biosystems, Foster city, CA, USA). For qPCR analysis, PCR reaction was conducted using PerfeCTa SYBR® Green FastMix (Quantabio, Beverly, MA, USA). Polyubiquitin (UBQ11, GeneBank No. BU879229) and elongation factor 1-beta 2 (EF1β, Gene Symbol: LOC7489318) were used as a reference genes [34]. The primers for all genes of interest and housekeeping genes are listed in Additional file 1: Table S1. TnCelB transcript level was quantified using delta critical threshold values (ΔCt) calculating as ΔCt = 2 −(Ct TnCelB − Ct reference genes) [35].
Enzymatic activity
Enzymatic activity of in planta TnCelB was measured by 4-methylumbelliferone β-d-cellobioside (MUC) assay and carboxymethyl cellulose (CMC) assay. Total protein was extracted from leaf and developing xylem tissue based on the protocol by Côté and Rutledge [36]. Protein concentration was measured by Bradford Reagent (Sigma-Aldrich, St. Louis, MO, USA). Endoglucanase activity of TnCelB was assessed using MUC (Sigma-Aldrich, St. Louis, MO, USA) as substrate [37]. Total soluble protein (TSP) extracted from 50 mg ground tissue was used for enzymatic assay as described by Ransom et al. [38]. 5 µl TSP (representing 0.1–0.3 μg TSP) was added into a reaction well in a 96-well plate with 25 µl substrate solution. To assess the temperature optimum, the reaction was conducted at multiple temperatures including 25, 35, 45, 55, 65, 75, 85, 95, and 100 °C. The reaction was stopped by addition of stop solution (0.36 M Na2CO3) at 0, 10, 20, and 30 min, respectively. Production of 4-methylumbelliferone (4Mu) was measured by fluorescence at 465 nm with an excitation wavelength of 360 nm using a Synergy H1™ microplate reader (BioTek, Winooski, VT, USA). Readings were conducted in triplicate. Enzymatic activity from transgenic events was calculated as the reaction rate (µM4Mu/0.1 μg TSP/min) over the 30 min reaction period.
CMC assay used on 1% (w/v) carboxymethylcellulose sodium salt in 50 mM sodium citrate (pH 5.0) as the substrate. 100 µl TSP (representing 2–6 µg TSP) was added to test tubes with 500 µl 1% (w/v) CMC substrate and 400 µl sodium citrate buffer. The reactions were conducted at 100 °C for 1 h and released reducing sugar was measure by 3,5-dinitrosalicylic acid (DNS) assay along with glucose standards [39]. 3 ml DNS reagent was reacted with 1 ml reaction mixture or sugar standards and incubated at 90 °C for 5 min. Concentration of reducing sugar was measure by absorbance at 575 nm using a Synergy H1™ microplate reader (BioTek, Winooski, VT, USA). One unit of enzyme activity (U) is the amount required to release 1 mg/ml of reducing sugar per hour at 100 °C.
Because heat could activate TnCelB, instead of normalizing activities using heat-inactivated TSP from the same line, non-transgenic WT control was used to normalize activities of transgenic lines as described previously [20].
Cell wall composition
Stem tissue from three plants per event was analyzed for cell wall composition. Air-dried stem tissue was ground by Willey mill to pass through a 40-mesh filter. Ground stem tissue underwent acetone extraction for 8 h in a soxhlet extractor. Acetone extractives were measured gravimetrically using pre-extraction and post-extraction sample weights. Lignin and structural carbohydrates in extractive-free tissue were quantified by acid hydrolysis [40]. Briefly, 3 ml of 72% sulfuric acid was added to 200 mg oven-dried tissue in a test tube. The reaction was mixed for 30 s every 10 min for 2 h. An addition of 112 ml distilled water diluted the sulfuric acid to concentration of 4% and was reacted at 120 °C for 1 h. The liquid hydrolysate was collected by vacuum-filtering through dry, pre-weighed medium coarseness crucibles and ion-exchange chromatography (Dionex ICS-3000, Thermo Fisher Scientific, Waltham, MA, USA) equipped with PA1 Analytical & Guard Columns (Thermo Fisher Scientific) was used to quantify structural carbohydrates. Water was used as the carrier at a rate of 1 ml/min with a post-column addition of 200 mM sodium hydroxide. Acid-soluble lignin was determined by reading absorbance at 205 nm on SmartSpec Plus spectrophotometer (Bio-Rad, Herculus, CA, USA), and acid-insoluble lignin was measured gravimetrically [40].
Crystallinity of cellulose
Cellulose crystallinity index (CI) was measure by X-ray diffraction (XRD) at Cornell High-Energy Synchrotron Source with a beamline energy of 19.3 keV (equivalent to a wavelength of 0.63 Å). A high-flux beam was focus on a 10 µm-diameter spot and accepted by a 4 mrad polycapillary optic. Ground stem tissue was packed in an aluminum plate with multiple wells of 6.35 mm diameter and 4.78 mm depth. Signals were detected by ADSC Quantum-210 placed at 280 mm from the samples. Data were integrated by ADX data collection GUI. CI was calculated as I002 − Iam/I002 × 100, where I002 or Iam was the peak height above baseline at 22.5° or 18°, respectively [41].
Pretreatment
Ground wood tissue was pretreated with 1% sulfuric acid at a ratio of 10:1 at 120 °C for 30 min [42]. Pretreated biomass was washed with distilled water (3 × 50 ml) and dried at 60 °C overnight. Carbohydrate release by pretreatment was assessed in the hydrolysate by IC as described above for structural carbohydrates.
Enzymatic hydrolysis
Enzymatic hydrolysis was carried out as described by Resch et al. [43]. 14 mg of biomass was loaded into 1.4 ml 50 mM citrate buffer solution (pH 4.8) containing Accellerase®1500 and Accellerase® XY (Dupont); Accellerase®1500 at 20 FPU/mg glucan and Accellerase® XY at 0.1 ml/g dry biomass. Enzymatic hydrolysis was conducted at 37 °C at 200 rpm. Liquid hydrolysate was collected at 0, 3, 6, 12, 24, 48, 72, 96, and 120 h, and enzymes inactivated by heat treatment at 100 °C for 10 min. Released glucose was quantified with a Dionex ICS-3000 ion-exchange chromatography system, as described above.
Statistical analysis
All events (6–8 plants per event) are included in phenotypic growth analysis. Tissue from three plants per event was used for all laboratory analysis. Technical replicates were carried out. Statistical significance was analyzed using one-way ANOVA followed by Tukey post hoc analysis in R [44].
Results
Expression and activity of TnCelB in transgenic events
Four confirmed transgenic events containing the codon-optimized TnCelB gene driven by the Cauliflower Mosaic Virus 35S promoter (CaMV 35S) and targeted to the apoplast were generated. Each event was vegetatively propagated to produce multiple plants and grown in the greenhouse for 4 months before being harvested for analysis.
Quantitative RT-PCR results showed that three of the four TnCelB overexpression lines have TnCelB transcripts accumulating in both leaf and developing xylem, with CaMV-4 having the highest expression in both tissue types. Expression levels seen in CaMV-5 were similar to wild-type (WT) levels (Fig. 1a).
Initially, TSP from leaf tissue of four transgenic events was used to assess activity of TnCelB over a temperature gradient (25–100 °C) by MUC assay to confirm the temperature optimum of the codon optimized, plant-produced enzyme. The activity of plant-produced TnCelB from the transgenic events was calculated and normalized according to the previous research using activity from WT as a baseline [20]. Activity of the plant-made endoglucanase increased along a temperature gradient and reached the highest activity at 100 °C, although it appears that activity may continue to increase beyond this temperature (Fig. 1b). CaMV-4 transgenic event showed endoglucanase activity starting from 25 °C (average of 13.7 Units in CaMV-4 at 25 °C after normalization to WT), indicating that in planta TnCelB at high expression levels had detectable, albeit low levels of hydrolytic activity at ambient temperatures (Fig. 1b). TnCelB activity was quantified by MUC assay at 100 °C. Enzymatic activities from transgenic events are consistent with TnCelB transcripts across events (Fig. 1c). CaMV-4 has the most abundant TnCelB transcripts and the highest MUCase activity in both leaf and developing xylem. Consistent with qRT-PCR results, CaMV-5 had imperceptible activity along the temperature range (Fig. 1c).
Enzymatic activity of in planta TnCelB towards cellulosic substrates at 100 °C were quantified by CMC assay and released reducing sugar was measured by DNS assay. The results showed that TSP from leaf and developing xylem of CaMV-4 had the highest hydrolytic activity on CMC, followed by CaMV-3 and CaMV-1 (Fig. 1d). Similar to the MUC assay results, CaMV-5 had extremely low activity towards CMC (Fig. 1d).
Phenotype of TnCelB-overexpressing transgenic plants
Phenotypic measurements including height, stem diameter, number of leaves (internodes), and average length of internode were assessed at the time of harvest. Three transgenic events (CaMV-1, CaMV-3, and CaMV-5) had increased stem diameters relative to WT (Fig. 2A) and one transgenic event (CaMV-3) was significantly taller than WT (Fig. 2B). One event, CaMV-4, had increased total number of internodes and produced more leaves during growth (Fig. 2C). The change in internode number was offset by a decrease in the average length of internodes (Fig. 2D), and therefore, there was no change in overall height. CaMV-4 displayed a wrinkled leaf phenotype that was present from tissue culture through greenhouse growth (Additional file 1: Fig. S3a). This line also displayed an abnormal phenotype in the greenhouse, including showing minor signs of dehydration at the time of harvest (Additional file 1: Fig. S3b).
Cell wall composition and cellulose structure
To investigate the effect of in planta TnCelB expression on the cell wall structure before and after enzymes were activated, stems were divided into two sections. Stem sections from P10 to P30 were used as is, with no heat treatment applied before removal of bark. Stem sections from P30 to the base were heat-treated with bark still on at 100 °C for 4 h immediately after harvest. Following heat treatment bark and pith were removed. Cell wall structural components were assessed in acetone-extracted untreated and heat-treated stem tissue of transgenic and WT poplar. Carbohydrates in untreated and heat-treated transgenic lines were not significantly different compared to WT except untreated CaMV-4 had increased galactose content (Fig. 3A–E). Besides minor changes in carbohydrates, CaMV-4 had significantly decreased acid-insoluble lignin relative to WT in both untreated and heat-treated stems (Fig. 3F).
Statistical differences were absent in most pairwise comparisons of individual carbohydrates between untreated and heat-treated stems (Fig. 3A–E), except heat-treated CaMV-4 had significantly reduced mannose compared that of untreated stem (Fig. 3D). Statistically increased levels of acetone extractives were present in heat-treated wood of CaMV-1, CaMV-3, and CaMV-4 relative to untreated stem of corresponding event, although a similar trend also existed in CaMV-5 and WT (Fig. 2G). Acetone extractives contain phenolic substances and sugars that are not part of the structural cell wall [45]. Heat has been found to degrade hemicellulose but not lignin in poplar [46]; therefore, increased acetone extractives in heat-treated stems likely contained sugars derived from hemicellulose.
To assess whether changes in cell wall composition were the result of changes in cell wall formation or due to the action of the transgene, we carried out qRT-PCR on a select number of secondary cell wall formation related genes. Expression levels of genes involved in cellulose (cellulose synthase; CesA4, CesA7, CesA8, and Korrigan), monolignol (Cinnamyl-alcohol dehydrogenase; CAD), and hemicellulose (glycosyltransferase GT47C) biosynthesis in the secondary cell wall were assessed. There was no difference in expression of these genes between transgenic events and WT (Additional file 1: Fig. S4).
Cellulose crystallinity index from untreated and heat-treated stem sections was determined by X-ray diffraction. Crystallinity index was calculated as the ratio of crystalline cellulose to non-crystalline cellulose [47]. CaMV-4 is the only event that displayed significantly reduced CI relative to the WT control, suggesting that the high expression of recombinant endoglucanase had an effect on cellulose structure even without heat induction (Fig. 3H). However, the difference of comparison between CaMV-4 and WT disappeared in heat-treated stems (Fig. 3H).
Pretreatment and enzymatic hydrolysis
Untreated and heat-treated stem sections underwent enzymatic hydrolysis using Accellerase®1500 and Accellerase® XY (Dupont) to determine if glucose release was improved by gene expression and enzyme activation. Released glucose was determined at multiple timepoints up to 120 h. For untreated stems, higher glucan conversion rates were observed exclusively in CaMV-4 lines relative to WT (Fig. 4A, D). Heat-treated stems of CaMV-1, CaMV-3, and CaMV-4 had higher glucan conversion rates than WT, and CaMV-4 still had the highest glucan conversation rates among all the events (Fig. 4B, D).
To further assess the potential of these lines, heat-treated stem tissue underwent a mild acid pretreatment followed by enzymatic hydrolysis for 72 h when glucan conversation rates reached a plateau. Interestingly, CaMV-4 had similar glucan conversion to WT (Fig. 4C, D) following pretreatment. To compare saccharification efficiencies across events and treatments, glucan conversion rates of all stem samples at 72 h were selected for data analysis (Fig. 4D). CaMV-1 and CaMV-3 had significantly increased glucan conversion rates in heat-treated stem sections relative to corresponding untreated sections, suggesting that activation of in planta expressed TnCelB enhanced saccharification efficiency (Fig. 4D). These differences were not seen in CaMV-5 or WT, indicating that the heat treatment itself had negligible effect on saccharification. These differences were also not detected in CaMV-4, which had highest saccharification rates in both untreated and heat-treated stem sections. It is possible that CaMV-4 had relatively more easily digestible cell wall in untreated stems, as suggested by reduced lignin and cellulose crystallinity, and as a result, activated in planta expressed TnCelB was no longer a major factor in enhancing hydrolysis in this line.
Comparing sugar release between WT and CaMV-4 across the three treatments, pretreated WT stem sections released more glucose than unpretreated WT as expected (Fig. 4E). Unpretreated CaMV-4 tissue, including untreated and heat-treated stem sections, released similar glucose to pretreated CaMV-4 tissue. In addition, unpretreated CaMV-4 had a comparable glucose release level to pretreated WT during enzymatic saccharification (Fig. 4E).
Pretreatment liquid was assessed for sugar concentration. The results showed carbohydrate monomers consistent with hemicellulose degradation in all lines including WT (Table 1). CaMV-4 released almost twice as much glucose relative to WT during pretreatment (Table 1), suggesting that a larger portion of cellulose was degraded during pretreatment in CaMV-4 relative to WT. Higher glucose release during pretreatment of CaMV-4 indicated that the plants had more digestible cellulose structure due to expression and activation of in planta TnCelB. It is possible that digestibility of the remaining cellulose portion in CaMV-4 following pretreatment was similar to that remaining in the WT, resulting in similar efficiency of enzymatic hydrolysis.
Table 1.
Event | Arabinose | Galactose | Glucose | Xylose | Mannose |
---|---|---|---|---|---|
CaMV-1 | 0.83 ± 0.13 | 1.04 ± 0.13 | 5.37 ± 0.76 | 9.92 ± 0.30 | 0.61 ± 0.02 |
CaMV-3 | 0.67 ± 0.03 | 0.82 ± 0.03 | 4.61 ± 0.58 | 9.19 ± 0.66 | 0.60 ± 0.09 |
CaMV-4 | 0.97 ± 0.06 | 1.32 ± 0.11 | 9.22 ± 0.33** | 8.56 ± 0.20 | 0.16 ± 0.02** |
CaMV-5 | 0.71 ± 0.04 | 0.93 ± 0.08 | 6.5 ± 0.21 | 10.01 ± 0.05* | 0.52 ± 0.05 |
WT | 0.90 ± 0.05 | 0.98 ± 0.08 | 5.00 ± 1.01 | 9.22 ± 0.18 | 0.46 ± 0.07 |
Asterisks indicate significant differences in comparison with WT. *p < 0.05, **p<0.01 (one-way ANOVA), n = 3
Discussion
In planta production of cell wall degrading enzymes in lignocellulosic biomass could benefit both enzyme production and polysaccharide conversion from plant biomass [9, 48]. Besides preventing detrimental effects on plant hosts, expression of hyperthermophilic cellulases with optimal temperatures over 90 °C in feedstocks could allow simultaneous processing, combining pretreatment and enzymatic hydrolysis without additive cellulase enzymes. Hyperthermophilic cellulases, those with optimal temperatures of higher than 80 °C, have thus far been expressed only in tobacco and Arabidopsis [18, 20], which are not potential dedicated biofuels feedstocks. Expression of hyperthermophilic cellulases in feedstocks is necessary to optimize the process of ethanol production from lignocellulosic biomass. This is particularly important to address in woody feedstocks, which are significantly different from current model plants.
Here, we expressed a hyperthermophilic endoglucanase in poplar, a promising feedstock for biofuels [49], and investigated the effect of in planta endoglucanase production on plant growth, cell wall composition and structure, and saccharification efficiency. We found that transgenic poplar overexpressing TnCelB had improved saccharification rates, which will benefit ethanol production.
Poplar-derived TnCelB retains thermoactivity
An endoglucanase from T. neapolitana (TnCelB) was selected for this study, based on its high optimal temperature of 106 °C [22], and targeted to the apoplast. The transgenic plants generated in this study successfully produced TnCelB protein with increasing activity up to 100 °C. This is the first study expressing hyperthermophilic cellulases with high activity at 100 °C in a woody plant species and this work further confirmed the capability of plant-based protein production platform to keep thermophilic characteristics of original proteins [48].
According to the previous research, TnCelB was only activated at temperatures over 80 °C [22]. However, here, we detected weak activity of poplar-derived TnCelB at temperatures over 25 °C in the highest expression event (Fig. 1b). This suggests that this codon-optimized TnCelB could be active over a large temperature range. The weak hydrolytic activity at ambient temperature conceivably causes changes in phenotype and cell wall composition.
Reducing sugar released from CMC treated by TSP of transgenic events (Fig. 1d) indicated that in planta TnCelB obtained endoglucanase activity of cleaving celluloses, and suggested that plant-produced TnCelB without purification could be a supplement to cellulase cocktails.
Overexpression of TnCelB in poplar altered plant phenotypes
Previously, a variety of cellulases have been overexpressed in a different plant species, most of which were annual plants or grasses including Arabidopsis, tobacco, alfalfa, and maize [7, 38, 50]. Some studies have illustrated that in planta expression of cell wall degrading enzymes altered plant cell wall composition and structure and resulted in more digestible cell walls, which suggested that in planta enzymes interfere with cell wall synthesis [25, 51–54]. In this study, transgenic poplar overexpressing TnCelB had altered growth parameters from WT with one event having increased plant height and three transgenic events with increased stem diameters compared to the non-transgenic control (Fig. 2). Since CaMV-5, a transgenic event without TnCelB transcripts or activity, also had increased stem diameter, it is likely that this phenotypic change is due to insertional effects. Improved plant height or stem diameter has not previously been reported in plants expressing microorganism-originated cellulases. However, in planta expression of plant endoglucanases has resulted in altered plant biomass. For example, increased biomass production has been observed in transgenic poplar overexpressing an Arabidopsis endoglucanase [55] and transgenic poplar lines, with RNAi down-regulated Korrigan, showed reduced growth [56].
CaMV-4 events with the highest TnCelB expression had a similar wrinkled leaf phenotype to transgenic tobacco expressing a mesophilic Trichoderma reesei endoglucanase [52]. It is possible that the relatively high expression of TnCelB in leaves in this line could interact with cellulose in the primary cell wall during plant growth because of higher accessibility to cellulose compared to in the secondary cell wall [57]. In addition, the slight dehydration of the apical stems of CaMV-4 events was seen when plants reached approximately 1.1 m in height, which could suggest disruptive effects of high TnCelB expression on xylem tissue resulting in malfunction of water transportation, but this was not confirmed experimentally. Interestingly, shorter internodes and increased number of internodes were only observed in CaMV-4, the line with the highest expression and activity. These phenotypic alterations in CaMV-4 could due to abundant TnCelB accumulated at the apoplast. A previous study reported that decreased plant growth and reduced structural glucose contents were found in the transgenic tobacco with apoplast-targeted mesophilic endoglucanases but not in lines with the enzymes targeted to the endoplasmic reticulum [52]. Therefore, hydrolytic enzymes accumulating in the apoplast could cause negative phenotypic changes. The negative phenotypic changes in CaMV-4 could be due to abundant TnCelB accumulating in the apoplast.
Post-harvest activation of TnCelB results in altered cell wall composition
Prior to heat treatment, TnCelB-overexpressing transgenic lines displayed only minor differences in carbohydrate composition compared to WT (Fig. 3A–E). The event with the highest TnCelB expression, CaMV-4, had significantly decreased lignin content relative to WT (Fig. 3F). Interestingly, reduced lignin contents have also been reported from transgenic switchgrass expressing beetle-derived endoglucanase [58]. Genes involved in cellulose, monolignol, and hemicellulose synthesis did not display altered expression in the TnCelB-overexpressing transgenic plants, indicating that the alteration of cell wall composition in transgenic events does not appear to be due to changes in expression of cell wall component biosynthesis genes. Reduced lignin contents in CaMV-4 events might be explained by abundant endoglucanase accumulated at the apoplast interfering with lignin deposition, since cellulase–lignin interactions have been identified in previous studies [59, 60]. Interestingly increased lignin content was seen in Korrigan RNAi transgenic poplar [56], which also suggested that in planta endoglucanases may interact with lignin synthesis (including polymerization and deposition), especially endoglucanases located close to the cell wall. CaMV-4 had reduced cellulose crystallinity in untreated stem sections (Fig. 3E), which was also seen in transgenic Arabidopsis overexpressing aspen endoglucanases [61] and transgenic poplar expressing Arabidopsis endoglucanase [56].
Comparing between untreated and heat-treatment stems across individual events, both transgenic events and WT shared the same pattern that acetone extractive content was higher in heat-treated stems compared to untreated stems (Fig. 3G). The previous research showed that heat could degrade hemicellulose but not cellulose or lignin [45]. Therefore, increased acetone extractives in heat-treated stem most likely contained degraded hemicellulose. Although statistical differences across untreated and corresponding heat-treated stems were absent in most individual sugar monomers of hemicellulose (arabinose, galactose, glucose, xylose, and mannose), there is an apparent trend that heat-treated stems had decreased mannose relative to untreated stems (Fig. 3D), indicating that mannose-associated polymers were likely partially degraded by heat.
The highest expressing event, CaMV-4, was the only event showing reduced cellulose crystallinity in untreated wood compared to WT (Fig. 3H). The difference was absent in comparison between heat-treated CaMV-4 and WT due to relatively higher CI in heat-treated CaMV-4 (Fig. 3H). The higher CI in CaMV-4 after heat treatment could be due to the efficient hydrolysis of amorphous cellulose by active TnCelB [62], making the increased cellulose crystallinity index the direct result of a decrease in amorphous cellulose.
In planta expressed TnCelB modified secondary cell wall composition and structure, especially when TnCelB was expressed at an elevated level in the developing xylem. The changes include reduced lignin and lower cellulose crystallinity, both characteristics associated with a more digestible cell wall.
TnCelB overexpression lines have improved saccharification efficiency
Only the transgenic line with the highest expression of TnCelB in the xylem (CaMV-4) showed increased glucan conversion rates compared to WT when no treatment was applied (Fig. 4A). The enhanced saccharification rates were possibly the result of more easily digestible cell wall structure as indicated by reduced lignin and decreased cellulose crystallinity. As expected, after activation by heat, stems of WT and CaMV-5 with undetectable TnCelB expression showed no difference in cell wall composition compared to untreated stems (Fig. 4D), since heat treatment alone has little impact on lignin and cellulose in wood [46]. Transgenic events with moderate TnCelB expression levels (CaMV-1 and CaMV-3) had increased conversion rates relative to untreated stems (Fig. 4D). The enhanced saccharification of CaMV-1 and CaMV-3 after heat treatment could be due to activated endoglucanase activity from TnCelB at the apoplast towards glucan in the cell wall. In addition, transgenic poplar with moderate to high TnCelB expression level (CaMV-1, CaMV-3, and CaMV-4) had higher glucan conversion rates than the WT and the transgenic line that showed no expression (Fig. 4D). The result suggested that for those transgenic events with modest TnCelB expression but without drastically altered cell wall composition, activation of the in planta expressed endoglucanase increased cellulose saccharification. For CaMV-4, with the highest TnCelB expression and modified cell wall structure, in planta heat-activated TnCelB did not enhance glucan conversion rates, which suggested that activation of TnCelB in CaMV-4 was not a major factor for improved saccharification efficiency. However, the benefit of elevated expression level in CaMV-4 is demonstrated earlier in that this line does not require pretreatment to release equivalent levels of glucose to pretreated WT biomass (Fig. 4E).
When heat-treated stems underwent a mild acid pretreatment, pretreated CaMV-4 stem (solids) did not achieve higher glucan conversion rates as observed from untreated or heat-treated stem; however, CaMV-4 released more glucose into pretreated liquid during a mild pretreatment, again suggesting that CaMV-4 had a higher proportion of more easily digestible cellulose. The unique saccharification efficiencies of CaMV-4 in pretreatment (significantly lower than prior to pretreatment) could be the result of activation of high levels of TnCelB during heat treatment and resultant hydrolysis of amorphous cellulose through random cleavage of β-1, 4,-glycosidic bonds resulting in abundant, easily hydrolyzed shorter glucan chains with free ends (Fig. 5). Increased glucan conversion rates of heat-treated CaMV-4 stem could be due to both of a more digestible cell wall structure and more efficient hydrolysis of shorter glucan chains by commercial cellulases (Fig. 5). Meanwhile, shorter glucan chains in heat-treated CaMV-4 are more rapidly hydrolyzed by sulfuric acid in pretreatment resulting in more glucose released into pretreatment liquid (Fig. 5). Because hydrolysis by TnCelB and sulfuric acid occurs more rapidly in the accessible amorphous regions, a larger portion of crystalline cellulose is left in pretreated solids of CaMV-4 stem for saccharification and causes similar results to WT (Fig. 5).
Conclusions
Poplar lines with moderate-to-high TnCelB expression levels could serve as cellulase production platforms, as they are able to successfully produce hyperthermophilic endoglucanase. Reducing the intensity of the required pretreatment or removing the pretreatment requirement altogether would provide significant gains for affordable cellulosic ethanol production. Besides serving as enzyme providers, the poplar event with the highest TnCelB expression level circumvented such pretreatment and achieved similar sugar release to pretreated non-transgenic controls, and as such, could benefit cellulose hydrolysis during ethanol production. Moreover, transgenic lines with more moderate TnCelB expression levels have enhanced saccharification efficiency after in planta TnCelB being activated. These characteristics could allow for the poplar biomass to be used both as a biofactory for thermophilic enzyme production as well as for the lignocellulosic feedstock itself, thus reducing required inputs. Utilizing lignocellulosic biomass to produce hyperthermophilic cellulases could benefit cellulosic ethanol production starting from biomass yields through to monosaccharide release.
Additional file
Authors’ contributions
YX was involved in experimental design; acquisition, analysis and interpretation of data; and crafting and critical revision of the manuscript. XH and YOL contributed to data acquisition and interpretation, as well as critical revision of the manuscript. CP made substantial contributions to experimental design, analysis and interpretation of data, and critical manuscript revision. HDC contributed to conception, experimental design, analysis and interpretation of data, and critical manuscript revision. All authors read and approved the final manuscript.
Acknowledgements
We gratefully acknowledge Dr. Stanislav Stoupin and Cornell High-Energy Synchrotron Source (CHESS) for X-ray diffraction analysis. CHESS is supported by the NSF Award DMR-1332208, and the MacCHESS resource is supported by NIGMS Award GM-103485. Accellerase®1500 and Accellerase® XY were generously provided by DuPont.
Competing interests
The authors declare that they have no competing interests.
Availability of data and materials
The data sets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
Consent for publication
Not applicable.
Ethics approval and consent to participate
Not applicable.
Funding
This material is based upon work supported by the Department of Energy under Award Number DE-SC0010411. This report was prepared as an account of work sponsored by an agency of the U.S. Government. Neither the U.S. Government nor any agency thereof, nor any of their employees, makes any warranty, express or implied, or assumes any legal liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represents that its use would not infringe privately owned rights. Reference herein to any specific commercial product, process, or service by trade name, trademark, manufacturer, or otherwise does not necessarily constitute or imply its endorsement, recommendation, or favoring by the United States Government or any agency thereof. The views and opinions of authors expressed herein do not necessarily state or reflect those of the United States Government or any agency thereof.
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Contributor Information
Yao Xiao, Email: yxiao07@syr.edu.
Xuejun He, Email: xuejunhe@usc.edu.
Yemaiza Ojeda-Lassalle, Email: yojeda@syr.edu.
Charleson Poovaiah, Email: Charleson.Poovaiah@scionresearch.com.
Heather D. Coleman, Phone: 315-443-0453, Email: hcoleman@syr.edu
References
- 1.Solomon BD, Barnes JR, Halvorsen KE. Grain and cellulosic ethanol: history, economics, and energy policy. Biomass Bioenergy. 2007;31:416–425. doi: 10.1016/j.biombioe.2007.01.023. [DOI] [Google Scholar]
- 2.Giampietro M, Ulgiati S, Pimentel D. Feasibility of large-scale biofuel production. Bioscience. 1997;47:587–600. doi: 10.2307/1313165. [DOI] [Google Scholar]
- 3.Lerouxel O, Cavalier DM, Liepman AH, Keegstra K. Biosynthesis of plant cell wall polysaccharides—a complex process. Curr Opin Plant Biol. 2006;9:621–630. doi: 10.1016/j.pbi.2006.09.009. [DOI] [PubMed] [Google Scholar]
- 4.Yang B, Wyman CE. Pretreatment: the key to unlocking low-cost cellulosic ethanol. Biofuels Bioprod Biorefin. 2008;2:26–40. doi: 10.1002/bbb.49. [DOI] [Google Scholar]
- 5.Dai Z, Hooker BS, Anderson DB, Thomas SR. Improved plant-based production of E1 endoglucanase using potato: expression optimization and tissue targeting. Mol Breeding. 2000;6:277–285. doi: 10.1023/A:1009653011948. [DOI] [Google Scholar]
- 6.Kimura T, Mizutani T, Sun J-L, Kawazu T, Karita S, Sakka M, Kobayashi Y, Ohmiya K, Sakka K. Stable production of thermotolerant xylanase B of Clostridium stercorarium in transgenic tobacco and rice. Biosci Biotechnol Biochem. 2010;74:954–960. doi: 10.1271/bbb.90774. [DOI] [PubMed] [Google Scholar]
- 7.Ziegler MT, Thomas SR, Danna KJ. Accumulation of a thermostable endo-1, 4-β-d-glucanase in the apoplast of Arabidopsis thaliana leaves. Mol Breeding. 2000;6:37–46. doi: 10.1023/A:1009667524690. [DOI] [Google Scholar]
- 8.Borkhardt B, Harholt J, Ulvskov P, Ahring BK, Jørgensen B, Brinch-Pedersen H. Autohydrolysis of plant xylans by apoplastic expression of thermophilic bacterial endo-xylanases. Plant Biotechnol J. 2010;8(3):363–374. doi: 10.1111/j.1467-7652.2010.00506.x. [DOI] [PubMed] [Google Scholar]
- 9.Xiao Y, Poovaiah C, Coleman HD. Expression of glycosyl hydrolases in lignocellulosic feedstock: an alternative for affordable cellulosic ethanol production. BioEnergy Res. 2016;9:1290–1304. doi: 10.1007/s12155-016-9766-7. [DOI] [Google Scholar]
- 10.Petersen K, Bock R. High-level expression of a suite of thermostable cell wall-degrading enzymes from the chloroplast genome. Plant Mol Biol. 2011;76:311–321. doi: 10.1007/s11103-011-9742-8. [DOI] [PubMed] [Google Scholar]
- 11.Klose H, Gunl M, Usadel B, Fischer R, Commandeur U. Ethanol inducible expression of a mesophilic cellulase avoids adverse effects on plant development. Biotechnol Biofuels. 2013;6:53. doi: 10.1186/1754-6834-6-53. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Gray B, Bougri O, Carlson A, Meissner J, Pan S, Parker M, Zhang D, Samoylov V, Ekborg N, Michael Raab R. Global and grain-specific accumulation of glycoside hydrolase family 10 xylanases in transgenic maize (Zea mays) Plant Biotechnol J. 2011;9:1100–1108. doi: 10.1111/j.1467-7652.2011.00632.x. [DOI] [PubMed] [Google Scholar]
- 13.Harholt J, Bach IC, Lind-Bouquin S, Nunan KJ, Madrid SM, Brinch-Pedersen H, Holm PB, Scheller HV. Generation of transgenic wheat (Triticum aestivum L.) accumulating heterologous endo-xylanase or ferulic acid esterase in the endosperm. Plant Biotechnol J. 2010;8(3):351–362. doi: 10.1111/j.1467-7652.2009.00490.x. [DOI] [PubMed] [Google Scholar]
- 14.Baker JO, Adney WS, Nleves RA, Thomas SR, Wilson DB, Himmel ME. A new thermostable endoglucanase, Acidothermus cellulolyticus E1. Appl Biochem Biotechnol. 1994;45:245–256. doi: 10.1007/BF02941803. [DOI] [Google Scholar]
- 15.Biswas GCG, Ransom C, Sticklen M. Expression of biologically active Acidothermus cellulolyticus endoglucanase in transgenic maize plants. Plant Sci. 2006;171:617–623. doi: 10.1016/j.plantsci.2006.06.004. [DOI] [Google Scholar]
- 16.Sun Y, Cheng JJ, Himmel ME, Skory CD, Adney WS, Thomas SR, Tisserat B, Nishimura Y, Yamamoto YT. Expression and characterization of Acidothermus cellulolyticus E1 endoglucanase in transgenic duckweed Lemna minor 8627. Bioresour Technol. 2007;98:2866–2872. doi: 10.1016/j.biortech.2006.09.055. [DOI] [PubMed] [Google Scholar]
- 17.Mir BA, Mewalal R, Mizrachi E, Myburg AA, Cowan DA. Recombinant hyperthermophilic enzyme expression in plants: a novel approach for lignocellulose digestion. Trends Biotechnol. 2014;32:281–289. doi: 10.1016/j.tibtech.2014.03.003. [DOI] [PubMed] [Google Scholar]
- 18.Klose H, Roder J, Girfoglio M, Fischer R, Commandeur U. Hyperthermophilic endoglucanase for in planta lignocellulose conversion. Biotechnol Biofuels. 2012;5:63. doi: 10.1186/1754-6834-5-63. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Wu J, Wang M, Zhang H, Liu R. Extreme thermophilic enzyme CelB-m efficiently degrades the cellulose in transgenic Arabidopsis thaliana. Appl Biochem Biotechnol. 2015;177:362–372. doi: 10.1007/s12010-015-1748-2. [DOI] [PubMed] [Google Scholar]
- 20.Mir BA, Myburg AA, Mizrachi E, Cowan DA. In planta expression of hyperthermophilic enzymes as a strategy for accelerated lignocellulosic digestion. Sci Rep. 2017;7:11462. doi: 10.1038/s41598-017-11026-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Blumer-Schuette SE, Kataeva I, Westpheling J, Adams MW, Kelly RM. Extremely thermophilic microorganisms for biomass conversion: status and prospects. Curr Opin Biotechnol. 2008;19:210–217. doi: 10.1016/j.copbio.2008.04.007. [DOI] [PubMed] [Google Scholar]
- 22.Bok J-D, Yernool DA, Eveleigh DE. Purification, characterization, and molecular analysis of thermostable cellulases CelA and CelB from Thermotoga neapolitana. Appl Environ Microbiol. 1998;64:4774–4781. doi: 10.1128/aem.64.12.4774-4781.1998. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Brunecky R, Selig MJ, Vinzant TB, Himmel ME, Lee D, Blaylock MJ, Decker SR. In planta expression of A. cellulolyticus Cel5A endocellulase reduces cell wall recalcitrance in tobacco and maize. Biotechnol Biofuels. 2011;4:1–11. doi: 10.1186/1754-6834-4-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Donohoe BS, Wei H, Mittal A, Shollenberger T, Lunin VV, Himmel ME, Brunecky R. Towards an understanding of enhanced biomass digestibility by in planta expression of a family 5 glycoside hydrolase. Sci Rep. 2017;7:4389. doi: 10.1038/s41598-017-04502-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Gandla ML, Derba-Maceluch M, Liu X, Gerber L, Master ER, Mellerowicz EJ, Jönsson LJ. Expression of a fungal glucuronoyl esterase in Populus: effects on wood properties and saccharification efficiency. Phytochemistry. 2015;112:210–220. doi: 10.1016/j.phytochem.2014.06.002. [DOI] [PubMed] [Google Scholar]
- 26.Zhang D, VanFossen AL, Pagano RM, Johnson JS, Parker MH, Pan S, Gray BN, Hancock E, Hagen DJ, Lucero HA. Consolidated pretreatment and hydrolysis of plant biomass expressing cell wall degrading enzymes. BioEnergy Res. 2011;4:276–286. doi: 10.1007/s12155-011-9138-2. [DOI] [Google Scholar]
- 27.Spicer R, Groover A. Evolution of development of vascular cambia and secondary growth. New Phytol. 2010;186:577–592. doi: 10.1111/j.1469-8137.2010.03236.x. [DOI] [PubMed] [Google Scholar]
- 28.Puigbo P, Guzman E, Romeu A, Garcia-Vallve S. OPTIMIZER: a web server for optimizing the codon usage of DNA sequences. Nucleic Acids Res. 2007;35:W126–W131. doi: 10.1093/nar/gkm219. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Dugdale B, Mortimer CL, Kato M, James TA, Harding RM, Dale JL. In plant activation (INPACT): an inducible, hyperexpression platform for recombinant protein production in plants. Plant Cell. 2013;25(7):2429–2443. doi: 10.1105/tpc.113.113944. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Cornelissen BJ, Horowitz J, van Kan JA, Goldberg RB, Bol JF. Structure of tobacco genes encoding pathogenesis-related proteins from the PR-1 group. Nucleic Acids Res. 1987;15(17):6799–6811. doi: 10.1093/nar/15.17.6799. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Yevtushenko DP, Misra S. Efficient Agrobacterium-mediated transformation of commercial hybrid poplar Populus nigra L. ×P. maximowiczii A. Henry. Plant Cell Rep. 2010;29:211–221. doi: 10.1007/s00299-009-0806-z. [DOI] [PubMed] [Google Scholar]
- 32.Larson PR, Isebrands J. The plastochron index as applied to developmental studies of cottonwood. Can J For Res. 1971;1:1–11. doi: 10.1139/x71-001. [DOI] [Google Scholar]
- 33.Wang X, Tian W, Li Y. Development of an efficient protocol of RNA isolation from recalcitrant tree tissues. Mol Biotechnol. 2008;38(1):57–64. doi: 10.1007/s12033-007-0073-6. [DOI] [PubMed] [Google Scholar]
- 34.Brunner AM, Yakovlev IA, Strauss SH. Validating internal controls for quantitative plant gene expression studies. BMC Plant Biol. 2004;4:14. doi: 10.1186/1471-2229-4-14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Schmittgen TD, Livak KJ. Analyzing real-time PCR data by the comparative CT method. Nat Protoc. 2008;3:1101. doi: 10.1038/nprot.2008.73. [DOI] [PubMed] [Google Scholar]
- 36.Côté C, Rutledge R. An improved MUG fluorescent assay for the determination of GUS activity within transgenic tissue of woody plants. Plant Cell Rep. 2003;21:619–624. doi: 10.1007/s00299-002-0543-z. [DOI] [PubMed] [Google Scholar]
- 37.Gusakov AV, Protas OV, Chernoglazov VM, Sinitsyn AP, Kovalysheva GV, Shpanchenko OV, Ermolova OV. Transglycosylation activity of cellobiohydrolase I from Trichoderma longibrachiatum on synthetic and natural substrates. Biochimica et Biophysica Acta (BBA) 1991;1073:481–485. doi: 10.1016/0304-4165(91)90219-7. [DOI] [PubMed] [Google Scholar]
- 38.Ransom C, Balan V, Biswas G, Dale B, Crockett E, Sticklen M. Heterologous Acidothermus cellulolyticus 1, 4-β-endoglucanase E1 produced within the corn biomass converts corn stover into glucose. Appl Biochem Biotechnol. 2007;137:207–219. doi: 10.1007/s12010-007-9053-3. [DOI] [PubMed] [Google Scholar]
- 39.Miller GL. Use of dinitrosalicylic acid reagent for determination of reducing sugar. Anal Chem. 1959;31(3):426–428. doi: 10.1021/ac60147a030. [DOI] [Google Scholar]
- 40.Huntley SK, Ellis D, Gilbert M, Chapple C, Mansfield SD. Significant increases in pulping efficiency in C4H-F5H-transformed poplars: improved chemical savings and reduced environmental toxins. J Agric Food Chem. 2003;51:6178–6183. doi: 10.1021/jf034320o. [DOI] [PubMed] [Google Scholar]
- 41.Segal L, Creely J, Martin A, Jr, Conrad C. An empirical method for estimating the degree of crystallinity of native cellulose using the X-ray diffractometer. Text Res J. 1959;29:786–794. doi: 10.1177/004051755902901003. [DOI] [Google Scholar]
- 42.Bewg WP, Poovaiah C, Lan W, Ralph J, Coleman HD. RNAi downregulation of three key lignin genes in sugarcane improves glucose release without reduction in sugar production. Biotechnol Biofuels. 2016;9:270. doi: 10.1186/s13068-016-0683-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Resch M, Baker J, Decker S. Low solids enzymatic saccharification of lignocellulosic biomass: laboratory analytical procedure (LAP). National Renewable Energy Laboratory. Technical Report: NREL/TP-5100-63351. 2015.
- 44.R Development Core Team. R: A language and environment for statistical computing. 2008; ISBN 3-900051-07-0. http://www.R-project.org.
- 45.Qin M, Xu Q, Shao Z, Gao Y, Fu Y, Lu X, Gao P, Holmbom B. Effect of bio-treatment on the lipophilic and hydrophilic extractives of wheat straw. Bioresour Technol. 2009;100:3082–3087. doi: 10.1016/j.biortech.2009.01.055. [DOI] [PubMed] [Google Scholar]
- 46.Esteves B, Pereira H. Wood modification by heat treatment: a review. BioResources. 2008;4(1):370–404. [Google Scholar]
- 47.Park S, Baker JO, Himmel ME, Parilla PA, Johnson DK. Cellulose crystallinity index: measurement techniques and their impact on interpreting cellulase performance. Biotechnol Biofuels. 2010;3:10. doi: 10.1186/1754-6834-3-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Taylor LE, Dai Z, Decker SR, Brunecky R, Adney WS, Ding S-Y, Himmel ME. Heterologous expression of glycosyl hydrolases in planta: a new departure for biofuels. Trends Biotechnol. 2008;26:413–424. doi: 10.1016/j.tibtech.2008.05.002. [DOI] [PubMed] [Google Scholar]
- 49.Sannigrahi P, Ragauskas AJ, Tuskan GA. Poplar as a feedstock for biofuels: a review of compositional characteristics. Biofuels Bioprod Biorefin. 2010;4:209–226. doi: 10.1002/bbb.206. [DOI] [Google Scholar]
- 50.Ziegelhoffer T, Will J, Austin-Phillips S. Expression of bacterial cellulase genes in transgenic alfalfa (Medicago sativa L.), potato (Solanum tuberosum L.) and tobacco (Nicotiana tabacum L.) Mol Breeding. 1999;5:309–318. doi: 10.1023/A:1009646830403. [DOI] [Google Scholar]
- 51.Badhan A, Jin L, Wang Y, Han S, Kowalczys K, Brown DC, Ayala CJ, Latoszek-Green M, Miki B, Tsang A. Expression of a fungal ferulic acid esterase in alfalfa modifies cell wall digestibility. Biotechnol Biofuels. 2014;7:39. doi: 10.1186/1754-6834-7-39. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Klose H, Günl M, Usadel B, Fischer R, Commandeur U. Cell wall modification in tobacco by differential targeting of recombinant endoglucanase from Trichoderma reesei. BMC Plant Biol. 2015;15:54. doi: 10.1186/s12870-015-0443-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Marcia MD, Dalton S, Langdon T, Timms-Taravella E, Shearer EA, Morris P. Functional co-expression of a fungal ferulic acid esterase and a β-1, 4 endoxylanase in Festuca arundinacea (tall fescue) modifies post-harvest cell wall deconstruction. Planta. 2015;24(1):97–111. doi: 10.1007/s00425-015-2288-2. [DOI] [PubMed] [Google Scholar]
- 54.Marcia MD, Langdon T, Dalton S, Morris P. Expression of a Trichoderma reesei β-1, 4 endo-xylanase in tall fescue modifies cell wall structure and digestibility and elicits pathogen defence responses. Planta. 2012;236(6):1757–1774. doi: 10.1007/s00425-012-1724-9. [DOI] [PubMed] [Google Scholar]
- 55.Shani Z, Dekel M, Tsabary G, Goren R, Shoseyov O. Growth enhancement of transgenic poplar plants by overexpression of Arabidopsis thaliana endo-1, 4-β-glucanase (cel1) Mol Breeding. 2004;14:321–330. doi: 10.1023/B:MOLB.0000049213.15952.8a. [DOI] [Google Scholar]
- 56.Maloney VJ, Mansfield SD. Characterization and varied expression of a membrane-bound endo-β-1, 4-glucanase in hybrid poplar. Plant Biotechnol J. 2010;8:294–307. doi: 10.1111/j.1467-7652.2009.00483.x. [DOI] [PubMed] [Google Scholar]
- 57.Pauly M, Keegstra K. Cell-wall carbohydrates and their modification as a resource for biofuels. Plant J. 2008;54:559–568. doi: 10.1111/j.1365-313X.2008.03463.x. [DOI] [PubMed] [Google Scholar]
- 58.Willis JD, Grant JN, Mazarei M, Kline LM, Rempe CS, Collins AG, Turner GB, Decker SR, Sykes RW, Davis MF, Labbe N. The TcEG1 beetle (Tribolium castaneum) cellulase produced in transgenic switchgrass is active at alkaline pH and auto-hydrolyzes biomass for increased cellobiose release. Biotechnol Biofuels. 2017;10(1):230. doi: 10.1186/s13068-017-0918-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Chernoglazov VM, Ermolova OV, Klyosov AA. Adsorption of high-purity endo-1, 4-β-glucanases from Trichoderma reesei on components of lignocellulosic materials: cellulose, lignin, and xylan. Enzyme Microb Technol. 1988;10:503–507. doi: 10.1016/0141-0229(88)90029-4. [DOI] [Google Scholar]
- 60.Rahikainen J, Mikander S, Marjamaa K, Tamminen T, Lappas A, Viikari L, Kruus K. Inhibition of enzymatic hydrolysis by residual lignins from softwood-study of enzyme binding and inactivation on lignin-rich surface. Biotechnol Bioeng. 2011;108:2823–2834. doi: 10.1002/bit.23242. [DOI] [PubMed] [Google Scholar]
- 61.Takahashi J, Rudsander UJ, Hedenström M, Banasiak A, Harholt J, Amelot N, Immerzeel P, Ryden P, Endo S, Ibatullin FM. KORRIGAN1 and its aspen homolog PttCel9A1 decrease cellulose crystallinity in Arabidopsis stems. Plant Cell Physiol. 2009;50:1099–1115. doi: 10.1093/pcp/pcp062. [DOI] [PubMed] [Google Scholar]
- 62.Cao Y, Tan H. Study on crystal structures of enzyme-hydrolyzed cellulosic materials by X-ray diffraction. Enzyme Microb Technol. 2005;36:314–317. doi: 10.1016/j.enzmictec.2004.09.002. [DOI] [Google Scholar]
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Supplementary Materials
Data Availability Statement
The data sets used and/or analyzed during the current study are available from the corresponding author on reasonable request.