Nerya
Zexer
a,
Alec
Paradiso
a,
Daguan
Nong
b,
Zachary K.
Haviland
b,
William O.
Hancock
b and
Charles T.
Anderson
*a
aDepartment of Biology, Pennsylvania State University, University Park, Pennsylvania, USA. E-mail: cta3@psu.edu
bDepartment of Biomedical Engineering, Pennsylvania State University, University Park, Pennsylvania, USA
First published on 5th March 2024
Efficient cellulose degradation by cellulase enzymes is crucial for using lignocellulosic biomass in bioenergy production. In the cell wall of plants, cellulose is bound by lignin and hemicellulose, which are key factors contributing to the recalcitrance of plant biomass. These non-cellulosic cell wall components are known to interfere with the function of cellulolytic enzymes. While the effects of lignin have been studied extensively, the contribution of xylan, the major hemicellulose in the secondary cell walls of plants, is often overlooked. To study those effects, we generated model cell wall composites by growing bacterial cellulose supplemented with varying concentrations of purified xylan. We used single-molecule microscopy to image and track fluorescently labeled TrCel7A, a commonly used model cellulase, as it binds and hydrolyses cellulose in these synthetic composites. We found that minute amounts of xylan are sufficient to significantly inhibit the binding of Cel7A to cellulose. The inclusion of xylan also reduced considerably the proportion of moving enzyme molecules, without affecting their velocity and run length. We suggest that, when available at low concentrations, xylan thinly coats cellulose fibrils, and incorporates as continuous patches when available at higher concentrations. Non-productive binding of Cel7A to xylan was not found to be a major inhibition mechanism. Our results highlight the importance of targeting xylan removal during biomass processing and demonstrate the potential of using single-molecule imaging to study the activity and limitations of cellulolytic enzymes.
Sustainability spotlightCellulose embodies a vast source of renewable energy. The use of cellulose for bioenergy relies on its deconstruction into fermentable glucose, but this deconstruction is currently inefficient. Lignocellulosic biomass is recalcitrant to degradation and contains other polymers, mainly hemicellulosic xylan and lignin. However, how xylan affects biomass recalcitrance to deconstruction by cellulases remains unclear. Here, we tracked the dynamics of fluorescently labeled cellulases as they bound to and degraded synthetic composites of cellulose and xylan, with single-molecule resolution. We found that xylan inhibits both cellulase binding and processive movement. These results highlight the importance of removing xylan during biomass processing and are highly relevant to UN SDGs 7 (Affordable and Clean Energy) and 13 (Climate Action). |
Composed of a β-1,4-xylose backbone, xylan is the most abundant hemicellulose in plant SCW. It coats and crosslinks bundles of cellulose microfibrils, and is proposed to function in part as a transition phase between the rigid cellulose fibrils and non-crystalline polysaccharides and lignin.1,2 Chemical modifications of the xylan backbone and its degree of polymerization vary between species and cell types. Xylan modifications can include glucuronic acid, galacturonic acid, rhamnose, and acetyl groups. In eudicot SCW, highly acetylated glucuronoxylan is the dominant form. The pattern and degree of these modifications influence how xylan interacts with itself and other cell wall components.2,3 The genes involved in xylan biosynthesis are known and some aspects of biosynthetic processes are well-characterized, with polymerization and decoration occurring in the Golgi apparatus and secretion to the apoplast occurring concurrently with SCW cellulose deposition.3
The depolymerization of cellulose during biofuel production depends on the activity of cellulase enzymes. One commonly used model cellulase is TrCel7A, a cellobiohydrolase from Trichoderma reesei (teleomorph Hypocrea jecorina). This exo-cellulase degrades cellulose by engaging with the reducing ends of glucose chains and hydrolyzing glycosidic bonds to release cellobiose. This process, assisted by a carbohydrate-binding module (CBM), requires the extraction of a single glucose chain from the cellulose lattice, and its threading into the enzyme's tunnel-shaped catalytic domain (CD). The enzyme remains complexed with the cellulose as it processively advances along the fibrils.4,5 Previous studies showed that these processive runs can terminate by dissociation of the enzyme–glucose complex, but slow de-complexation that leads to a stalled enzyme molecule that remains unproductively engaged with the substrate6 had also been suggested as the rate-limiting step.5,7
Efficient enzymatic saccharification requires adequate access of cellulase enzymes to the cellulose substrate. The abundance of xylan in plant biomass and its close contact with cellulose make this hemicellulose a potential determinant of the recalcitrance of plant biomass. Xylan is hypothesized to hinder cellulase access to its substrate, and supplementation of cellulases with xylanases increases glucose conversion from pretreated corn stover and poplar biomass.8,9 Xylan has also been suggested to increase biomass recalcitrance by blocking the catalytic site of cellulases and competitivity inhibiting these enzymes.10,11 However, because work to date has relied on bulk biochemical assays, the specific molecular mechanisms by which cellulase activity is inhibited by xylans are not well understood.
Several species of Gram-negative bacteria synthesize cellulosic biofilms,12 a highly pure form of cellulose that has many applications in medical and food industries. Understanding its unique physicochemical characteristics is of interest for developing research on bio-based composites and polymers.13,14 Bacterial cellulose is similar in its chemical structure to plant-derived cellulose, but tends to form larger fibrils, and is highly pure as it does not contain lignin, pectin, or hemicellulose, making it an attractive substrate for cellulase activity assays.15,16
To directly examine how xylan interferes with cellulose degradation by Cel7A, we produced composites made of bacterial cellulose and purified xylan by synthesizing the cellulose in the presence of varying concentrations of beechwood xylan. We used immunofluorescence and monosaccharide analysis to validate xylan incorporation, and interference reflection microscopy (IRM) and scanning electron microscopy (SEM) to structurally characterize the cellulose–xylan composites. Using total internal reflection fluorescence microscopy (TIRFM), which selectively illuminates fluorescent molecules close to a glass surface, we imaged Cel7A enzymes linked via a biotin–streptavidin interaction to quantum dots (Qdots), which have high brightness and photostability, and tracked and analyzed the dynamics of individual enzymes as they bound to and degraded the synthetic composites. We show how small amounts of xylan can inhibit Cel7A binding and motility on cellulose, with implications for bioenergy production strategies.
Colocalization of Alexa 488 and S4B signals was quantified using the ImageJ PSC colocalization plugin.17 Analysis was performed on at least six images collected using a 100× objective from two experimental replicates for each substrate. The entire field of view was used for the analysis and the plugin threshold value was set to zero.
The acquired time-lapse stacks were analyzed using Fluorescence Image Evaluation Software for Tracking and Analysis (FIESTA) software.19 By fitting a two-dimensional Gaussian curve to the point-spread functions of imaged puncta (TetraSpeck beads and Qdots), FIESTA calculates the trajectories of labeled Cel7A molecules, and using the immobile TetraSpeck beads, also computes appropriate corrections for any XY drift during image acquisition. The traces generated using FIESTA were then further analyzed using a custom MATLAB-based pipeline.6,18 Based on our previous work,6 only moving particles with a duration > 5 s, a run length > 10 nm and velocity > 0.1 nm s−1 were classified as processive. We measured a mean error in the Gaussian fits of Qdots of 2.7–4.6 nm, in the range of previously published fit error values that were measured using the same system.18
Fibril width measurements were performed manually on micrographs at 100000× magnification using ImageJ. At least 100 fibrils from 10 different micrographs for each substrate were measured.
To assess whether xylan interferes with the binding of Cel7A to cellulose, we performed single-molecule binding assays by allowing Qdot-labeled Cel7A enzyme to reach steady-state binding equilibrium with the different substrates over 5 min, then recorded the number of bound molecules per area. The number of bound enzymes was inversely correlated with the xylan content in the substrate: even in the lowest xylan-containing composite, made with 0.05 μg per mL xylan, the number of bound enzymes was reduced by ∼50% as compared to the cellulose-only control, and a maximum reduction of ∼65% was reached in the 200 μg per mL xylan composite (Fig. 2G). When compared to other studies that imaged Cel7a binding using TIRFM,5 the enzyme density on cellulose was roughly similar with ∼0.4 particles per μm2. As we did not notice any preferential binding at specific locations in the composites, these data indicate that Cel7A molecules do not favorably bind to xylan when it is present, but instead are inhibited from binding to cellulose.
Fig. 2 Single-molecule imaging of Qdot-labeled Cel7A. (A) A cartoon of the experimental setup, showing a Q-dot labeled Cel7A molecule on surface immobilized cellulose (seen in gray). A TetraSpeck bead, used as a fiducial marker, is immobile on the glass surface. (B) Representative displacement plots of a static particle (magenta) and a particle exhibiting processive movement (blue). (C) IRM image of bacterial cellulose used as the substrate for single-molecule experiments. (D) TIRFM image of the sample field of view seen in panel (C) taken at 90 s after introducing labeled Cle7A into the cellulose containing flow cell. Labeled enzyme molecules, seen as white dots, populate the cellulose-containing area of the flow cell. (E) Merged image combining panels (C and D). Three TetraSpeck beads are immobile on the glass surface and are circled in yellow in panels (C–E). Scale bar in panel (E), common to panels (C–E), represents 20 μm. (F, G, H and I) Mean of number of bound particles at the steady-state, mean proportion of processive particles, mean velocity and mean run length, respectively (further details can be found in Table S1†). Binding was calculated from three images from three different experiments for each substrate. The proportion of processive molecules was calculated from at least three experiments. The velocity and run length were calculated from at least 100 processive particles from three different experiments. A one-way ANOVA and Tukey's multiple comparison test were used to compare the different substrates. Different letters indicate statistical difference (p < 0.05). |
We then analyzed the effects of xylan on the motility of the Cel7A molecules that did bind to the substrate by imaging and tracking the binding and processive movements of the Qdot-labeled enzyme on the different substrates. By analyzing traces of the labeled molecules, we calculated the proportion of processively moving enzymes, their velocity, and the length of their processive runs. On cellulose alone and the 0.05 μg per mL xylan composite, ∼7% of bound Cel7A molecules exhibited processive movement, in accordance with our previous work.6 All other xylan-containing substrates showed a significantly reduced proportion of moving Cel7A particles with 2–4% of imaged enzyme molecules displaying at least one processive run (Fig. 2H). The velocities and run lengths of Cel7A molecules were similar between all tested substrates with means of 2–3 nm s−1 and ∼35 nm, respectively; both of these values were consistent with previously published data (Fig. 4I and J).6
Beechwood xylan, which is commonly used as a model for hardwood xylans, has a degree of polymerization (DP) 150–200 in its native form.20 However, its extraction and processing have the potential to reduce DP. To test whether the source of xylan might affect our findings, we also generated composites assembled with 1 μg mL−1 purified oat xylan or wheat arabinoxylan, which have differences in composition and structure from beechwood xylan. Similar results, with some reduction in run lengths, were obtained (Fig. S1†), indicating that the ability of different types of xylans to inhibit Cel7A binding and motility does not depend on their specific chemical compositions or sidechain configurations.
To more precisely quantify the extent of xylan inclusion in the different substrates, we performed a monosaccharide analysis of acid-digested substrates using high-performance liquid chromatography (HPLC). As expected, a glucose peak with an elution time of 8–8.5 min was evident in all tested samples (Fig. 3A). A xylose peak, with an elution time of 9–10 min, could be seen in composites grown with 200 and 1000 μg per mL xylan. The ratios of the xylose and glucose peak areas were 0.6717 ± 0.01 (xyl:glu) and 1.224 ± 0.01 in the 200 μg mL−1 and in the 1000 μg per mL xylan-containing substrates, respectively (Fig. 3B). However, in the 0.05 μg mL−1 and 1 μg per mL xylan samples, xylose concentrations were below the detection limit (Fig. 3A).
To gain a better understanding of the mesoscale distributions of xylan within the composites and how they relate to our single-molecule results, we examined the different substrates using scanning electron microscopy (SEM). All substrates showed the typical fibrillar lattice of bacterial cellulose (Fig. 4). Some non-fibrillar components could occasionally be found in the substrate grown with 1 μg per mL xylan. These nebulous structures partially covered and bridged adjacent cellulose fibrils (Fig. 4C, red arrowheads), but were irregularly dispersed in the sample. More noticeable structural differences could be seen in the 200 μg per mL xylan substrate, where patches of seemingly coagulated cellulose fibrils were frequently found throughout the sample (Fig. 4D). These patches appeared to bridge numerous fibrils and in certain cases created continuous sheet-like structures (Fig. 4D, red arrowheads). In the sample grown with the highest xylan concentration tested, 1000 μg mL−1, complete areas of the cellulose mesh appeared to be cemented to the extent that, in some cases, cellulose fibrils were entirely covered and were difficult to identify (Fig. 4E, red arrowheads). Taken together, these results suggest that at low concentrations, xylan incorporates into the composite in an unstructured association with individual cellulose fibrils, whereas when higher concentrations of xylan are supplied, it accumulates into larger patches covering tens or hundreds of fibrils. However, it should be noted that all xylan-containing composites exhibited highly heterogeneous morphologies.
Fig. 4 SEM micrographs of bacterial cellulose and xylan-containing composites. (A) Bacterial cellulose with no added xylan. (B, C and D and E) Composites containing 0.05 μg mL−1, 1, 200 and 1000 μg per mL xylan, respectively. (F) Micrograph used to measure single fibril width, with a representative fibril highlighted by two red arrowheads. (G) Mean fibril width in the different substrates. (H) Gaussian fit of fibril width distribution of each of the substrates. The detailed histogram for panel (H) can be found in Fig. S2.† At least 100 fibrils from 10 different micrographs for each substrate were measured. Scale bar in (E) common to panels (A–E). Scale bars represent 300 nm. A one-way ANOVA and Tukey's multiple comparison test were used to compare the fibril width in different substrates. Different letters indicate the statistical difference (p < 0.05). |
Considering the reduction in enzyme binding observed in all the xylan-containing substrates (Fig. 2G), and the reduced proportion of processive enzymes in the 1, 200, and 1000 μg mL−1 substrates (Fig. 2H), we hypothesized that xylan also accumulates as a thin coating surrounding cellulose fibrils. Such a coating might prevent Cel7A from binding to its substrate, prevent successful extraction of a glucose chain from the cellulose surface,5,8,21 or block the movement of enzyme molecules that do engage with the cellulose. We therefore compared the widths of individual fibrils in the different substrates, measuring the thinnest fibrils present in each micrograph. The mean fibril width in the cellulose-only control was 17.5 nm, significantly lower than the 21.5 nm, 24.2 nm, and 20.5 nm measured in samples grown with 1, 200, and 1000 μg per mL xylan, respectively. However, fibril width did not significantly increase relative to the cellulose-only control in the 0.05 μg mL−1 samples (Fig. 4G). Comparing the distribution of fibril widths measured from the different substrates, all xylan-containing substrates had a larger proportion of thicker fibrils (Fig. 4G and H). These data can be interpreted in at least two ways: first, xylan coatings might thicken individual cellulose fibers when the cellulose is synthesized in the presence of xylan, and second, the xylan might adhere cellulose fibrils together, causing them to coalesce into thicker bundles.
The efficiency of producing biofuel and other bioproducts from lignocellulosic biomass is limited by the productivity of cellulolytic enzymes. Specifically, non-cellulosic cell wall components, such as xylan, are known to inhibit the activity of cellulase enzymes, thereby increasing the recalcitrance of plant biomass. Here, we aim to shed light on the mechanisms underlying this inhibition.
By imaging Qdot-labeled Cel7A by TIRFM, we measured the dynamics of the enzyme at single-molecule resolution. Our results show a considerable reduction in enzyme binding in all xylan-containing substrates when compared to the cellulose-only control. Notably, this reduction took place in the composites grown with 0.05 μg mL−1 and 1 μg per mL xylan, where xylose concentrations were too low to detect by our monosaccharide analysis (Fig. 3). However, a reduction in the proportion of processive enzyme molecules was evident in the 1 μg mL−1 sample, but not in the 0.05 μg mL−1 sample. This may hint at the different ways in which xylan incorporates into the cellulose network when supplied at different concentrations (Fig. 5). At 0.05 μg mL−1, xylan might sparsely coat the cellulose such that some Cel7A binding sites become inaccessible for the enzyme, but not to the extent that it prevents the movements of Cel7A molecules that do bind. With increasing xylan concentrations, its coverage of the cellulose network also increases and the availability of binding sites further declines. A slight, nonsignificant, increase in binding seen in the 1000 μg mL−1 sample might be explained by phase separation and aggregation of xylan separately from the cellulose. At concentrations of 1 μg mL−1 and higher, in addition to blocking potential binding sites, dense xylan coating on the cellulose surface might prevent bound molecules from successfully complexing with a glucose chain or constitute xylan “roadblocks” that obstruct processive progress for complexed Cel7A molecules. It is also possible that adding larger amounts of xylan to the cellulose increases the overall height of the substrate, diminishing the number of detected Cel7A particles in our imaging experiments; however, the effects on Cel7A behavior we observe even at low concentrations of xylan (Fig. 2) and the fact that adding small amounts of xylan does not change the ultrastructure of the bacterial cellulose substantially, representing structures only a few nm in diameter as compared to the much larger mesh structure of the bacterial cellulose argue against this idea.
To generate our synthetic xylan containing composites, we supplemented cultures of Gluconacetobacter hansenii with variable concentrations of purified beechwood xylan, and found that we can control the extent of xylan incorporated in the resulting pellicles. Our colocalization analysis, which was based on the degree of overlap between the S4B and xylan Alexa 488 signals, showed a maximal rp mean value of 0.8 in the 200 μg mL−1 samples. The reduction in rp found in the 1000 μg mL−1 sample relative to that value might result from xylan that is not associated with cellulose, possibly due to phase separation and xylan aggregation in solution, or the detachment of loosely bound xylan from the cellulose network. In either case, this finding indicates that by supplementing cultures with xylan at a concentration of 1000 μg mL−1, we were reaching saturation of the composite. When this sample was dehydrated, xylan that aggregated in solution was likely deposited on the sample and underlying surfaces. This can be seen in our immunofluorescence results (Fig. 1M–O; please note that these immunofluorescence data can potentially be collected using any fluorescence microscope and do not require the use of a spinning disk confocal microscope) and can also explain the patches of entirely covered fibrils found in SEM (Fig. 4E).
Studies of xylan biosynthesis and its interactions with cellulose in plants have demonstrated its importance for proper cell wall development.22–24 In Arabidopsis thaliana, multiple mutants defective in xylan biosynthesis are known. Many of these are irregular xylem (irx) mutants, which are characterized by the formation of irregularly shaped xylem vessels. While these mutations impact different steps of the xylan biosynthesis pathway, many phenotypes include defective coalescence and orientation of cellulose microfibrils that lead to compromised mechanical integrity of the cell walls, and in some cases to considerable dwarfism of the entire plant.22,25 Evidence for the effects of xylan abundance and binding availability during cellulose synthesis on the bundling of cellulose3,23 can also be found in our in vitro generated composites. We observed large-scale aggregates, presumably of xylan, at higher concentrations of xylan addition. Additionally, although our SEM imaging did not show obvious effects of xylan supplementation on the morphology of the thinnest fibrils evident in the micrographs, we measured an increase in the mean width of those fibrils. This can be explained by (I) the incorporation of xylan in between glucose chains and sub-elementary fibrils, (II) the covering of cellulose fibrils by a thin layer of xylan, and/or (III) the formation of higher-order cellulose bundles. The expanded distribution of fibril widths observed in our xylan-containing composites (Fig. 4G and H) supports the latter explanation. Additionally, the reduction in bound enzyme molecules found in all the xylan-containing substrates suggests that at least part of the cellulose network becomes unavailable for enzyme binding, perhaps due to a covering of xylan that is undetectable by SEM but is sufficient to make potential binding sites inaccessible.
Molecular dynamics simulations of xylan and cellulose interactions suggest that short xylan oligomers tend to migrate towards the hydrophobic planes of cellulose fibrils and become stabilized on them.1 Similar simulations found that the diffusion of the Cel7A CBM towards and on hydrophobic surfaces of cellulose is thermodynamically favorable.26 This favored localization of both xylan and enzyme to the hydrophobic surfaces might explain why even residual amounts of xylan are sufficient to significantly affect Cel7A binding and motility. In this case, complete coating of cellulose fibrils is not necessary to effectively inhibit the enzyme binding. Moreover, interactions between and bundling of neighboring fibrils will likely involve the hydrophobic surfaces on which xylan accumulates and will lead to a further reduction in accessible binding sites for Cel7A. This can explain the concentration dependent effect of xylan supplementation on enzyme binding that we observe (Fig. 2G). Xylan bound to the hydrophilic surfaces of cellulose assumes a twofold screw configuration and is bound by complex hydrogen bonding. In this conformation xylan is seen as an extension of the crystalline structure of the cellulose fibril,27 and is suggested to stabilize surface glucose residues, making them less mobile.1 This might also be expected to interfere with extraction of glucose chains from the cellulose surface and limit the complexation of Cel7A with its substrate.
A commonly suggested inhibitory effect of xylan is that it drives off-target enzyme binding. According to this approach, xylan acts as a sink that depletes Cel7A molecules, consequently reducing enzyme efficiency.28,29 No evidence for such an inhibitory mechanism was found under our experimental conditions. However, it is possible that nonspecific binding of cellulases and other wall-degrading enzymes to xylan becomes more relevant under industrial conditions, where elevated temperatures and high enzyme loadings are applied.
The fact that xylan inhibits Cel7A when present at almost undetectable amounts has important implications for biomass saccharification at industrial scales, where xylan content remains substantial even after pretreatments. In corn stover, hemicellulose was found to make up 6–23% (w/w) of pretreated biomass,30 and comparable proportions were reported for sugarcane bagasse.31 These levels of xylan correspond roughly to the addition of 1–200 μg mL−1 of xylan in our synthetic composites. While industrial biomass treatments include xylanases in the enzyme cocktail, complete removal of xylan is not plausible, and we therefore expect the efficiency of Cel7A to be hindered by two mechanisms: inhibition would arise from both reduced binding and the impediment of bound enzyme molecules (Fig. 5).
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4su00006d |
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