Guang Yuab,
Shiyue Liuab,
Xiaoyan Fenga,
Yuedong Zhanga,
Chao Liu
a,
Ya-Jun Liu*a,
Bin Li
*a,
Qiu Cuia and
Hui Peng*a
aCAS Key Laboratory of Biofuels, Shandong Provincial Key Laboratory of Synthetic Biology, Shandong Engineering Laboratory of Single Cell Oil, Qingdao Engineering Laboratory of Single Cell Oil, Dalian National Laboratory for Clean Energy, Qingdao Institute of Bioenergy and Bioprocess Technology Chinese Academy of Sciences, Qingdao, 266101, China. E-mail: libin@qibebt.ac.cn; liuyj@qibebt.ac.cn; penghui@qibebt.ac.cn
bUniversity of Chinese Academy of Sciences, Beijing 100049, China
First published on 1st May 2020
The properties of lignocellulosic substrates obtained from different pretreatments have a big impact on downstream saccharification based on both the fungal cellulase system and the cellulosome-based whole-cell biocatalysis system. However the corresponding effect of these two distinct saccharification strategies has not been comparatively analyzed. In this work, three ammonium sulfite (AS)-based pretreatment combinations (i.e., AS + hydrothermal (HT) pretreatment, AS + xylanase (X) pretreatment, and HT + AS pretreatment) were conducted to treat wheat straw. The obtained pretreated substrates with different properties were saccharified using fungal cellulase or an engineered Clostridium thermocellum strain as the whole-cell biocatalyst, and the ability to release sugar was comparatively evaluated. It was found that for the whole-cell saccharification, the total sugar digestibility of AS + HT/X pretreated wheat straw was 10% higher than that of HT + AS pretreated wheat straw. However, for fungal cellulase-based saccharification, the enzymatic hydrolysis efficiency was less susceptible to the sequence of pretreatment combinations. Hence, the whole-cell biocatalysis system was more sensitive to substrate accessibility compared to the free enzymes. In addition, the characterization and analyses showed that AS + HT/X pretreatment could remove more lignin, generating a more accessible surface with a larger external surface and lower surface lignin coverage, compared to the HT + AS pretreatment. Therefore, the AS + HT/X pretreatment was more compatible with the cellulosome-based whole-cell saccharification.
Cellulosic ethanol production usually includes feedstock collection, pretreatment, saccharification, fermentation, and purification processes. Among them, pretreatment as an essential step to deconstruct the natural recalcitrance of lignocellulosic matrix has great influence on the downstream saccharification.4 It has been proved that high lignin content of lignocellulosic substrate could restrict the efficiency of enzymatic hydrolysis, because of the physical barrier of lignin and the nonproductive binding between cellulase and lignin.5 Thus, rupturing lignocellulosic cell walls via lignin removal is one of the most commonly used strategies for biomass pretreatment, including biological (e.g., white-rot fungi) methods,6 alkali-based pretreatment (e.g., dilute NaOH, aqueous ammonia),7–9 sulfite pretreatment (e.g., sulfite pretreatment to overcome recalcitrance of lignocellulose (SPORL) method),10 and organic solvent pretreatment (e.g., formic acid pretreatment).11 Among these approaches, ammonium sulfite (AS) pretreatment can efficiently remove lignin of lignocellulose via ammonolysis and sulfonation of lignin, thus enhancing the accessibility of cellulose.12,13 Also, the spent liquor of AS pretreatment can be used to produce lignin-based fertilizer due to the high nitrogen contents,14 and the sulfonated lignin can be used to produce other products as well, such as concrete water-reducer, dye dispersant, or surfactant,7 to further improve the economic feasibility and sustainability of the entire process of AS pretreatment.
In addition, the presence of hemicellulose is also a barrier to cellulase, as reported previously.15 Hydrothermal (HT) pretreatment (known as liquid hot water treatment or autohydrolysis) is an attractive and sustainable approach as well, because no chemical is added and just compressed hot water or steam is used in HT pretreatment. In HT process, acetyls of hemicelluloses are first released, generating a weak acid condition to further promote degradation of hemicelluloses into soluble oligomers and xylose.16 Besides, xylanase treatment can release xylooligosaccharides, which is also a green approach for hemicelluloses degradation.17 Hence, it is expected that by combining AS with HT/xylanase pretreatment, the efficiency of downstream saccharification could be highly improved and the main components of feedstock could be better utilized.
Except for pretreatment, the high cost of enzymatic saccharification (approximate 25–30% of the total cost) impedes the commercialization of cellulosic ethanol for a long period.18 Free fungal cellulase is commonly used for cellulose hydrolysis to sugars at present. Although enzymatic hydrolysis already technically meets the requirements for the production of cellulosic ethanol, the cellulosic ethanol is still uncompetitive to the corn ethanol to a large extent due to the high cost of enzyme.19 Besides the off-site saccharification employing free cellulase as the biocatalyst, on-site saccharification processes, including consolidated bioprocessing (CBP) and consolidated bio-saccharification (CBS), have been proposed to simplify the process and reduce the enzyme cost.20 Unlike CBP technology which is mainly for the production of cellulosic ethanol by combining enzyme production, hydrolysis and fermentation steps in one reaction,21 the CBS strategy separates fermentation from the integrated process and CBS determines fermentable sugars as the product for flexible downstream applications.22 CBS mainly employs cellulosome-producing microorganisms as the whole-cell biocatalyst to convert cellulosic substrates to fermentable sugars. As a multiprotein supermolecular complex derived from anaerobic bacteria, the cellulosome outperforms commercial fungal cellulase cocktails in the degradation of pure cellulose, especially towards the crystalline region. Clostridium thermocellum is considered one of the most promising candidates as a whole-cell biocatalyst for CBS because of its highly efficient cellulosome and the themophilic growth condition.23,24 The CBS technology is a newly proposed strategy which is being in the stage of lab scale. However, it has the advantage on cost reduction for its integration of enzyme production and saccharification steps in one reaction. Thus, the CBS process has the potential to lead lignocellulose bioconversion into the real world but still need further improvement.20,25 Therefore, the development of a suitable pretreatment technology matching the cellulosome-based CBS process is of significant importance for the cost-effective production of cellulosic ethanol.
Notably, it has been known that the properties of pretreated biomass are highly related to saccharification efficiency, and the relationship between pretreatment and fungal enzymatic hydrolysis has been extensively studied in previous reports.26–28 However, the research regarding to the impact of the properties of pretreated biomass on the efficiency of cellulosome-based whole-cell saccharification is seldom reported. For instance, it has only been reported that the HT-pretreated biomass had a very low digestibility for cellulosome-based saccharification due to the high content of lignin.29 Furthermore, the impact of the properties of pretreated substrates on the two distinct saccharification of fungal cellulase and bacterial cellulosome systems should be different, but the comparative evaluation is scarcely reported in literatures.
Therefore, in this study, we combined AS pretreatment (for lignin removal) and HT/xylanase treatment (for hemicellulose removal) to treat wheat straw to get the substrates with different physicochemical properties, and then the effect of the sequence of the pretreatment combinations (i.e. the properties of pretreated substrates) on wheat straw sugar release for both fungal cellulase and whole cell-based CBS was comprehensively evaluated and compared. In addition, detailed characterizations of both liquid and solid fractions after pretreatment were employed, in order to find why the two saccharification systems had different ability to release sugars based on the same pretreated substrates. This work is of great importance for the development of suitable pretreatment technologies to match cellulosome-based whole-cell saccharification for the cost-effective production of sugar platform, which can be further converted to fuels (e.g., ethanol) or chemicals (e.g., diols) with the concept of integrated biorefinery.30,31
Samples | Composition (%) | Biomass solid recovery % (±0.5) | ||||||
---|---|---|---|---|---|---|---|---|
Glucan (±1.0) | Xylan (±0.5) | Araban (±0.1) | AILa (±0.5) | ASLb (±0) | Extractivesc (±0.5) | Ash (±0.2) | ||
a Acid soluble lignin.b Acid insoluble lignin.c Hot water soluble and hot ethanol soluble material. The data in bracket is the recovery rate of the corresponding component based on raw material after pretreatment. | ||||||||
Raw | 31.3 | 12.8 | 2.3 | 19.5 | 0.7 | 21.5 | 11.2 | — |
AS | 47.0 (85.1%) | 19.3 (85.3%) | 1.4 (35.8%) | 9.3 (27.1%) | 0.9 (73.5%) | 9.8 (26.0%) | 7.6 (38.9%) | 56.7 |
AS + HT | 54.3 (73.8%) | 13.1 (43.3%) | 0 (0%) | 7.0 (15.4%) | 0.6 (38.3%) | 10.1 (20.1%) | 5.7 (21.6%) | 42.5 |
AS + X | 58.1 (83.1%) | 13.0 (45.4%) | 0.7 (14.5%) | 8.4 (19.4%) | 1.2 (72.6%) | 9.8 (20.4%) | 6.7 (27%) | 44.8 |
HT | 40.6 (84.9%) | 10.9 (55.4%) | 0 (0%) | 21.1 (70.9%) | 0.8 (77.4%) | 13.8 (42%) | 7.1 (41.7%) | 65.4 |
HT + AS | 53.0 (78.3%) | 11.9 (42.7%) | 0 (0%) | 12.2 (29.0%) | 0.8 (49.5%) | 13.7 (29.4%) | 6.8 (28.3%) | 46.3 |
In brief, the AS pretreatment was conducted at 160 °C for 60 min with 20% (w/w, based on dry substrates) dosage of AS and 6:
1 of liquid to solid ratio (L/S) (solid loading of 14.3 wt%). The initial concentration of AS was 3.2 wt%. The AS pretreatment was carried out in a cooking digester (VRD-42SD-A China Pulp and Paper Research Institute, Beijing, China) with four small pots with a volume of 1.5 L of each pot. Upon completion of reaction, the pots were cooled down with tap water immediately. The spent liquor was squeezed out using screen cloth (with 300 mesh) and the pretreated wheat straw samples were washed with tap water until pH reached neutral. Finally, both the washed solid residue and the spent liquor of AS pretreatment were collected and stored at 4 °C for further treatment and analysis.
The hydrothermal (HT) pretreatment was implemented at 175 °C for 20 min with 3% (w/w, based on dry substrate) dosage of acetic acid, and the L/S was 10:
1 (solid loading of 9.1 wt%). The pretreatment reactor, the solid and liquid separation, the washing of solid, as well as the sample collection were handled following the method mentioned above.
The xylanase (X) hydrolysis was performed at 50 °C for 24 h with 5 wt% solid loading and enzyme loading of 66 U per g dry substrate (i.e. 0.08 mg protein per g substrate) according to our previous report.17 The hydrolysis reaction was taken out in an incubator. After X treatments, the sample handling was carried out using the same method as mentioned above.
The biomass solid recovery (Rbiomass) after pretreatment was calculated as the following eqn (1), the recovery rates of glucan (Rglucan), xylan (Rxylan) and total sugar (glucan + xylan) (Rtotal sugar) after pretreatment were calculated as the eqn (2)–(4), the delignification rate (Dlignin) of pretreatment was computed using the eqn (5), the enzymatic digestibility of glucan (Eglucan), xylan (Exylan), and total sugar (glucan plus xylan) (Etotal sugar) in substrates for enzymatic hydrolysis were calculated as the eqn (6)–(8), and the total sugar digestibility for C. thermocellum saccharification (Ctotal sugar) was computed following the eqn (9).
![]() | (1) |
![]() | (2) |
![]() | (3) |
![]() | (4) |
![]() | (5) |
![]() | (6) |
![]() | (7) |
![]() | (8) |
![]() | (9) |
TCI = A1372/A2900 | (10) |
LOI = A1430/A897 | (11) |
Slig% = (O/Csample − O/Ccarbohydrate)/(O/Clignin − O/Ccarbohydrate) × 100 | (12) |
Scar% = 1 − Slig% | (13) |
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Fig. 1 The mass of glucan, xylan, lignin and other compounds in the raw and pretreated wheat straw based on 100 g feedstock. |
In addition, although the determination of extractives after HT pretreatment was not accurate because the condensed lignin could be easier to be extracted by ethanol, the removal of extractives and ash was beneficial to the increase of enzyme accessibility in the subsequent saccharification.33 With regard to the recovery rates of glucan, xylan, and total sugars, the AS + X pretreatment method was the highest among the three approaches (Fig. 2), because the condition of xylanase treatment (50 °C) was rather milder compared to HT pretreatment (175 °C). Milder conditions could avoid severe degradation of carbohydrates.
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Fig. 2 Effect of two-step pretreatments on the recovery rates of glucan (Rglucan), xylan (Rxylan) and total sugar (Rtotal sugar) and the delignification rate (Dlignin). |
For fungal cellulase-based saccharification, the effects of cellulase dosage and digestion duration on sugar release of the three pretreated wheat straw were comparatively investigated. As can be seen from Fig. 3(A1–A3), the glucan digestibility of AS + X pretreated wheat straw overmatched the other samples with a relatively lower cellulase dosage (9 FPU per g per glucan (8.4 mg protein per g per glucan)). When the cellulase dosage was 18 FPU per g per glucan (16.7 mg protein per g per glucan), the glucan digestibility of AS + X pretreated wheat straw was still higher than the other samples in the first 24 hours hydrolysis, while after saccharification for 48 hours the glucan digestibility of AS + HT and HT + AS pretreated wheat straw samples was nearly paralleled to the AS + X pretreated wheat straw. These phenomena were due to the difference of substrate properties (particularly for the surface properties).41 The clear difference on the digestibility of the pretreated samples (particularly with a lower cellulase dosage) was not only related to the total amounts of chemical compositions (e.g., total lignin content), but also dependent on the surface properties of substrate (e.g., surface lignin, pore size), which were comprehensively characterized and will be discussed in the following sections. In addition, with the cellulase dosage of 36 FPU per g per glucan (33.5 mg protein per g per glucan), the glucan digestibility of the three pretreatment approaches all reached the highest level in a relatively short hydrolysis time, which were 93.3%, 90.7%, and 87.5% for AS + HT, AS + X, and HT + AS pretreatment respectively after 12 hours digestion. The over charged cellulase loading with prolonged saccharification can reduce/cover up the difference of substrate digestibility, but the over charged enzyme will significantly increase the cost of saccharification.
Also, the xylan digestibility of AS + X pretreated substrate was obviously lower than the other two samples (Fig. 3B1–B3), implying that the remaining hemicellulose in AS + X pretreated straw had a lower accessibility to enzymes. This result was because part of accessible hemicellulose was already digested during the stage of X (xylanase) treatment. In addition, the xylan digestibility of HT + AS substrate was slightly lower than that of AS + HT substrate. This was because the HT + AS substrate with a relatively higher lignin content (Table 1) had a relatively lower enzyme accessibility.
In addition, the total sugar (glucan + xylan) digestibility (Fig. 3C1–C3) had similar changes and trends to the glucan digestibility, because glucan was the main polysaccharide in pretreated wheat straw (Table 1). The highest total sugar digestibility for AS + HT, AS + X and HT + AS pretreated wheat straw approached to 97%, 93.3%, and 93.8% respectively, after hydrolyzing for 48 h with cellulase loading of 36 FPU per g per glucan (33.5 mg protein per g per glucan), showing comparable saccharification efficiency. These results were substantially higher compared to the untreated wheat straw (19.6%) under the same saccharification conditions. Yet, the over charged cellulase loading is not economically feasible. In general, the effects of the sequence of pretreatment combinations on sugar release showed a slight influence on the saccharification using fungal cellulase.
For cellulosome-based CBS process using engineered C. thermocellum strain as the whole-cell biocatalyst, the whole saccharification process was initiated by inoculating 1 mL pre-culture with cellulase activity of 34.38 U per mL and last for 14 days (Fig. 4). According to our previous study,23 the CBS process contains two stages, cell-cultivation stage and cellulose hydrolysis stage. In the first stage which lasts for 36 h, the inoculated C. thermocellum cells consume some substrate (<0.5 wt%) to growth and produce cellulosome proteins. The amount of the cellulosome would increase significantly, although the cellulase activity and protein loading could not be determined because the produced cellulosomes would closely interact with the substrate through the carbohydrate binding modules.42 At the end of the first stage, the pH value of the saccharification system decreased to about 6 (the initial pH was 7.4), which resulted in the cease of cell growth. Nevertheless, the cellulosome maintains the cellulolytic activity for cellulose degradation in the second stage which can last for several days.22
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Fig. 4 Total sugar digestibility of the three pretreated wheat straw saccharified by C. thermocellum cellulosome. |
Compared to fungal cellulase-based saccharification which showed less sensitivity to different pretreated substrates (Fig. 3C1–C3), significant difference was observed for cellulosome-based whole-cell saccharification. The total sugar digestibility of AS + X pretreated substrate was higher than that of the AS + HT or HT + AS pretreated substrate before 12 days. However, the total sugar digestibility of the AS + X and AS + HT pretreated samples were comparable, and were obviously higher (over 10% higher) than that of the HT + AS pretreated sample. This phenomenon might be due to the natural difference between fungal cellulase and cellulosome. As a multiprotein complex, the cellulosome with a bigger size may need a higher accessibility of the substrate compared to the smaller free cellulases.43 Also, the higher lignin content (about 13%) in the HT + AS pretreated substrate could form a strong barrier for the cellulosome to access to cellulose. This phenomenon indicated that the lignin content in pretreated substrate should be reduced to a certain extent to meet the requirement of cellulosome-based whole-cell saccharification. In addition, the highest total sugar digestibility of the treated wheat straw with AS pretreatment alone (without any further treatment) was only 73.5%, which was clearly lower compared to the one with AS + HT/X pretreatment. This result was due to the relatively high content of xylan (19.3%) in the AS pretreated wheat straw.22
Besides the lignin content, the saccharification efficiency could also be affected by the structure, functional groups, distribution, and S/G value of remaining lignin.44 Thus, the properties of both solid and liquid fractions after each pretreatment were comprehensively characterized, and the influencing mechanism of substrate property on cellulosome-based whole-cell saccharification and fungal cellulase-based hydrolysis was comprehensively compared and discussed in the following sections of this report.
Spent liquor of AS pretreatmenta | Spent liquor of post AS pretreatmentb | |
---|---|---|
a Spent liquor derived from the first step of AS + HT/X pretreatment.b Spent liquor derived from the second step of HT + AS pretreatment.c Data based on the dissolved solid fraction in the spent liquor. | ||
Dissolved solid (wt%) | 8.17 ± 0.07 | 5.80 ± 0.05 |
pH | 7.62 ± 0.03 | 7.52 ± 0.03 |
N% (wt%)c | 8.41 ± 0.06 | 12.18 ± 0.09 |
S% (wt%)c | 9.78 ± 0.08 | 15.34 ± 0.11 |
Mw | 29![]() |
52![]() |
Mn | 11![]() |
12![]() |
PDI | 2.48 ± 0.02 | 4.29 ± 0.04 |
Molecular weight distribution | 6000–25![]() |
1800–36![]() |
25![]() |
36![]() |
|
>100![]() |
>360![]() |
In addition, the molecular weights (Mw and Mn) and the polydispersity index (PDI, Mw/Mn) of the spent liquor derived from AS pretreatment were determined (Table 2 and Fig. S1†). It was mainly composed of lignin degraded by sulfonation and ammonolysis. Because the spent liquor was mixture, the molecular weights (Mw) were relatively higher compared to lignin probably due to the presence of lignin–carbohydrate complex (LCC) which could be higher than 30000 for non-wood materials.45 Also, both the molecular weight and the PDI of the spent liquor from the second step of HT + AS pretreatment was higher compared to the one from the first step of AS + HT/X pretreatment, while it is observed from the Table 3 that the content of inhibitors such as 5-hydroxymethyl furfural (HMF), furfural (FF), formic acid (FA) and acetic acid (AA) in the liquid of the first step of HT + AS pretreatment were all much higher than that from the second step of AS + HT pretreatment.
Classification | Component | HT (ppm) | AS + HT (ppm) | AS + X (ppm) |
---|---|---|---|---|
a HMF: 5-hydroxymethyl furfural; FF: furfural; FA: formic acid; AA: acetic acid; ND: not detected. | ||||
Monosaccharide | Glucose | 268 | 317.2 | 178 |
Xylose | 92 | 118.8 | 466.8 | |
Arabinose | 284 | 501.6 | 0 | |
Polysaccharide | Glucan | 1336 | 242.8 | 0 |
Xylan | 9508 | 7417 | 5865 | |
Araban | 456 | 286.4 | 495.2 | |
Inhibitor | HMF | 94 | 30.4 | ND |
FF | 492 | 320 | ND | |
FA | 198.4 | 0 | 0 | |
AA | 1194 | 1068 | 0 |
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Fig. 6 Side-chain (left column, δC/δH 50–90/2.5–5.3) and aromatic regions (right column, δC/δH100–135/6.0–7.4) of lignin in the 2D HSQC NMR spectrum (A-1, A-2: lignin from the first step of AS + HT/X pretreatment; B-1, B-2: lignin from the second step of HT + AS pretreatment. Signal assignments are listed in Table S1†). |
![]() | ||
Fig. 7 Main classical substructures involving different side-chain linkages and aromatic units identified by 2D NMR of lignin in spent liquor of AS pretreatment. |
The side-chain region (δC/δH 50–90/2.5–6.0) of the spectra provided useful information about the interunit linkages presented in lignin. The main signals were from methoxyls, β–O-4′, β–β′, β-5′, β-1′, and 5–5′ linkages. As shown in Fig. 6 (left column), the side-chain regions of these two lignin fractions in the HSQC spectra were similar. Both spectra showed prominent signals corresponding to methoxyls (δC/δH 56/3.73) and β–O-4′ aryl ether linkages.
The C–H correlation in β–O-4′ substructures (A) were assigned for α-, β-, and γ-C positions at δC/δH 71.8/4.6 (Cα–Hα), 82.9/4.38 (Cβ–Hβ linked to G and H units), 84.6/4.13 (Cβ–Hβ linked to S unit) and 59.86–60.97/3.31–3.65 ppm (Cγ–Hγ), respectively. The γ-acylated β–O-4′ substructures (A′ and A′′) were detected at the signals of δC/δH 62.8/3.96 (Cγ–Hγ) and 63.11/4.18 (Cγ–Hγ) ppm. In addition, strong signals for resinol (β–β′) substructures B were observed with their Cβ–Hβ and the double Cγ–Hγ correlations at δC/δH 53.28/3.09 and 71.0/3.8 and/4.2, respectively. The signals corresponding to spirodienone (β-1′) substructures D could be observed at 80.8/5.07 (Cα–Hα) and 80.8/4.01 ppm (Cβ–Hβ). Whereas the phenylcoumaran (β-5′) substructures were not discovered in both of the side-chain region spectra.
Signals assigned to p-hydroxyphenyl (H), guaiacyl (G) and syringyl (S) lignin units were mainly in the region of δC/δH 100–135/5.5–8.5. The 13C–1H correlations for S2,6 and S′2,6 were at δC/δH 103.9/6.37 and δC/δH 106.9/6.64, respectively. The G unit showed diverse correlations for C2–H2, C5–H5 and C6–H6 at δC/δH 107.5/6.48, 115.3/6.74 and 122.3/6.79 ppm, respectively. The oxidized (CαO) structure G′ (for the C2–H2) was assigned to the signal at δC/δH 113.2/6.92 ppm, and the resonance from H2, 6 was observed at δC/δH 130.5/7.17.
Moreover, various signals from the associated carbohydrates could also be found in the HSQC spectra. In the aliphatic regions (Fig. 6, left column), signals from β–D-xylopyranoside units (X) were evidently noted, with its C2–H2 (X2), C3–H3 (X3), and C4–H4 (X4) correlations at δC/δH 72.8/3.13, 77.46/3.76, and 76.35/3.63, respectively.
The different structural features of these two lignin fractions were quantitatively investigated. The percentages of lignin side chains involved in the primary substructures and the S/G ratios were calculated from the corresponding HSQC spectra, and the results are listed in Table 4. As expected, the main substructures present in both of these two lignin fractions were the β–O-4′ linked ones (A, A′, and A′′), with 79.8% and 88.1% for the lignin from the first step of AS + HT/X pretreatment and the second step of HT + AS pretreatment, respectively. It was apparent that the amount of β–β′ resinol substructure (B) and β-1′ spirodienone substructure (D) of the lignin from the first step of AS + HT/X pretreatment were higher than that of the lignin from the second step of HT + AS pretreatment, suggesting that more types of lignin could be dissolved out in the first step of AS + HT/X pretreatment. These results are in line with the chemical component analysis shown in Table 1.
Lignin sample | β–O-4′ | β–β′ | β-1′ | S/G |
---|---|---|---|---|
Lignin from the first step of AS + HT/X pretreatment | 79.8% | 9.9% | 10.3% | 0.56 |
Lignin from the second step of HT + AS pretreatment | 88.1% | 3.6% | 8.3% | 0.49 |
In addition, the S/G ratio is an important parameter to monitor the behaviors of lignin de-polymerization and elucidate the degradation mechanism.51 As known, the larger of the S/G value, the less of the condensed lignin could be obtained.52 As can be observed in Table 4, the S/G value (0.56) of the lignin sample from the first step of AS + HT/X pretreatment was higher than that of the lignin (0.49) from the second step of HT + AS pretreatment, which was attributed to the fact that the lignin from the first step of AS + HT/X pretreatment was mainly composed of the degraded lignin fragments. It was implied that the ether linked S unit was more susceptible to be cleaved in the first step of AS + HT/X pretreatment, thus leading to a higher lignin removal.
CrI of entire material (including cellulose, hemicellulose, lignin, and other components) was considered as a crucial factor that can influence the enzymatic saccharification of lignocellulosic biomass.53 The CrI of raw wheat straw was 43.6%, which was lower compared to the pretreated wheat straw (47.2–55.8%) (Table 5). The increase of CrI after pretreatment was mainly because of the removal of amorphous components (e.g. lignin, hemicelluloses, extractives),54 which was consistent with chemical composition results (Table 1). It was depicted that the CrI of AS + X (55.8%) and AS + HT (53.5%) pretreated straw were both higher than that of HT + AS (52.3%) pretreated straw, indicating a higher content of crystalline cellulose in the former two samples, which could have positive effect on C. thermocellum cellulosome saccharification, but have little impact on cellulase saccharification. Our previous studies have shown that higher content of crystalline cellulose in substrate was preferred for the cellulosome-based whole cell saccharification in comparison with fungal cellulase hydrolysis.22
Sample | CrI (%) | LOI | TCI | Dye adsorption value (mg g−1) |
---|---|---|---|---|
Wheat straw | 43.6 | 0.788 | 1.05 | 205.6 |
AS | 51.9 | 0.859 | 0.942 | 384.5 |
AS + HT | 53.5 | 0.895 | 0.974 | 413.3 |
AS + X | 55.8 | 0.853 | 0.987 | 411.8 |
HT | 47.2 | 0.751 | 0.977 | 359.3 |
HT + AS | 52.3 | 0.822 | 0.905 | 400.2 |
It was reported that reducing cellulose crystallinity was beneficial to improve the enzymatic hydrolysis efficiency.55 But the XRD method is difficult to measure the crystallinity of cellulose itself due to the presence of amorphous components such as hemicellulose and lignin.56 Therefore, FTIR analysis was used to characterize the changes of cellulose crystallinity. The peaks at 1430 and 897 cm−1 were correlated to the crystalline structure of cellulose. The ratio of peak at 1430 to 897 cm−1 was referred as the lateral order index (LOI), while the ratio of peak at 1372 to 2900 cm−1 was known as the total crystallinity index (TCI). The corresponding LOI and TCI data are presented in Table 5. As can be observed, both the LOI and TCI for HT + AS pretreated straw samples were lower than that of AS + HT or AS + X pretreated samples, indicating that HT + AS pretreatment caused more damage to the crystalline region of cellulose probably due to the hasher pretreatment conditions. This was in agreement with the results shown in Table 3 (HT first could cause more degradation of carbohydrates). However, the pretreated wheat straw with lower crystallinity had not shown excellent performance in both cellulase and cellulosome saccharification efficiency, which was different from other studies.57 This result indicated that slightly higher cellulose crystallinity was not the main factor compared to the lignin content or pore size of the substrate, although it would be a barrier to enzymatic hydrolysis.5
The dye adsorption method was used to semi-quantify the porosity of substrate, and to evaluate the accessibility of the substrate to enzyme and cellulosome.32 As shown in Table 5, the dye adsorption value of AS + HT and AS + X pretreated samples were obviously higher than that of HT + AS pretreated sample, indicating that AS + HT/X pretreatment could generate a high porosity in the pretreated substrate. It is evident that a high porosity is beneficial to saccharification for both the free fungal cellulase with smaller size and the C. thermocellum cellulosome, but the Congo red with the size of 2.6 nm cannot quantitatively reflect the larger pores. As can be seen from the Fig. 8, the C. thermocellum had a larger size with the length of 2 μm and diameter of 0.2 μm approximately, of which the size was approximately 150 times of free enzymes,58 and most of the cellulosome was attached to its external surface and cannot dissociate. It is known that larger pores or big open gaps of the substrate was able to enhance the access of cellulosome into substrate, and the saccharification efficiency could be improved consequently.43 Also, it has been reported that pretreatment under severer intensities could generate a large number of ink bottle pores or closed pores. These kinds of pores could be opened during saccharification to promote sugar release.57 However, HT pretreatment (even post HT pretreatment after AS pretreatment) can generate re-located and condensed lignin with larger size on the surface of fiber, leading to a less probability to open the ink bottle pores or closed pores during saccharification. This is the reason why the total sugar digestibility of AS + HT pretreated substrate was relatively lower compared to the AS + X pretreated substrate for cellulosome-based whole-cell saccharification in 2–12 days (Fig. 4). In other words, the ink bottle pores or closed pores of AS + X pretreated substrate might be easier to be opened during saccharification to generate larger pores to facilitate sugar release, compared to the AS + HT pretreated substrate. Therefore, it could be concluded that cellulosome is more sensitive to substrate accessibility (particularly for large size pores) compared to cellulase.
In order to compare the features of pretreated wheat straw, the elements content and distribution in the substrates were characterized by EDS and SEM-mapping. As shown in Table 6, the silicon ratio of the AS + HT/X pretreated wheat straw was much lower than that of the HT + AS pretreated samples, indicating an effective ash removal in AS + HT/X pretreatment. It was reported that the ash would also impede the effect of enzymatic saccharification.60 In addition, the O/C value of the AS + HT/X pretreated wheat straw was higher than that of the HT + AS pretreated sample, due to the lower content of residual lignin, which was in agreement with the chemical composition analysis (Table 1). As displayed in Fig. 10, the elements of oxygen and silicon were uniformly distributed in the pretreated wheat straw. Obviously, the silicon accumulation in the HT + AS pretreated substrates was far more than that of the AS + HT/X pretreated substrates, which was coincident with the data of Table 6.
Sample | C | O | Si | S | O/C |
---|---|---|---|---|---|
HT | 56.0 | 38.1 | 5.81 | 0.12 | 0.68 |
HT + AS | 54.82 | 42.61 | 2.17 | 0.16 | 0.77 |
AS | 55.57 | 42.88 | 1.0 | 0.55 | 0.77 |
AS + HT | 54.65 | 44.17 | 0.79 | 0.27 | 0.81 |
AS + X | 55.26 | 43.72 | 0.84 | 0.19 | 0.79 |
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Fig. 10 Element distribution of the pretreated wheat straw characterized by SEM-mapping (white spots: (left for each sub-figure): oxygen; blue spots (right for each sub-figure): silicon). |
XPS is a surface chemical analysis instrument which is able to measure elemental compositions, chemical state and electronic state of the elements that exist in a material with a depth of about 3–10 nm.61 It has been applied for investigating the surface coverage by lignin, carbohydrates or extractives by empirical formula.40 The surface chemical composition of pretreated wheat straw samples with different approaches was analyzed by XPS as shown in Table 7. The elements detected were O and C and minor amounts of N and Si from natural biomass. As can be observed, the amount of silicon on the surface of AS + HT/X pretreated substrate was much lower than that of HT + AS pretreated sample, facilitating the enzymatic hydrolysis. The O/C values were used for the estimation of surface coverage by lignin or carbohydrates before and after pretreatment. As shown in Table 7, the surface lignin on the substrate pretreated by AS + HT method decreased remarkably, while it was slightly changed by HT + AS pretreatment. High surface lignin content could be a barrier for saccharification by reducing the external surface of substrate.41
Sample | Si % | C % | N % | O % | O/C | Slig % | Scarb % |
---|---|---|---|---|---|---|---|
HT | 2.51 | 63.4 | 1.02 | 33.42 | 0.53 | 62 | 40 |
HT + AS | 2.16 | 64 | 0.7 | 33.32 | 0.52 | 60 | 38 |
AS | 1.81 | 63.93 | 0.92 | 33.17 | 0.52 | 62 | 38 |
AS + HT | 1.71 | 56.49 | 0.42 | 40.59 | 0.72 | 22 | 78 |
AS + X | 1.81 | 61.03 | 1.1 | 36.06 | 0.59 | 48 | 52 |
The cellulosome is a protein complex containing multiple enzymes. Compared to the free fungal enzymes, the cellulosome is with a larger size and its accessibility might be more sensitive to the high lignin content, condensed lignin macromolecule, enrichment of extractives and ash, as well as porosity and pore size of the substrate. Thus, the cellulosome-based whole-cell saccharification is more susceptible to the sequence of AS and HT pretreatment (i.e. the properties of substrates) in comparison with the free cellulase-based enzymatic hydrolysis. This also explained the lower efficiency of cellulosome-based saccharification compared to enzymatic hydrolysis (Fig. 3 and 4). The cellulosome-based whole-cell saccharification (also called CBS) is a newly proposed strategy which has the potential to lead lignocellulose bioconversion into the real world but still need further improvement.20,25 Several solutions can be taken:
(1) To develop more compatible pretreatment technology based on the AS + HT method in this study to significantly increase the accessibility of pretreated substrate to cellulosome.
(2) To develop robust whole-cell biocatalysts with higher activity and adaptability by adaptation, mutagenesis, or genetic engineering of the bacteria to reduce the stringent requirements for the pretreated substrates.
(3) To promote the saccharification by supplementing small amounts of non-cellulosomal enzymes in the system. For instance, the addition of β-glucosidase may reduce the inhibition effect of cellobiose, and the addition of xylanase can greatly shorten the saccharification process.22 Further cellulosome engineering should be carried out to improve its adaptability to the substrates with different features.
(4) To develop novel instruments and equipment to reduce mass transfer limitation particularly for high-solid loading saccharification.
AS | Ammonium sulfite |
HT | Hydrothermal |
X | Xylanase |
PDI | Polydispersity index |
CrI | Crystallinity index |
LOI | Lateral order index |
TCI | Total crystallinity index |
Footnote |
† Electronic supplementary information (ESI) available. See DOI: 10.1039/d0ra01759k |
This journal is © The Royal Society of Chemistry 2020 |