Lan
Yao†
ab,
Haitao
Yang†
c,
Chang Geun
Yoo
d,
Congxin
Chen
e,
Xianzhi
Meng
b,
Jun
Dai
a,
Chunlei
Yang
f,
Jun
Yu
f,
Arthur J.
Ragauskas
*bgh and
Xiong
Chen
*a
aKey Laboratory of Fermentation Engineering (Ministry of Education), College of Bioengineering, Hubei University of Technology, 28th of Nanli Road, Wuhan 430068, China. E-mail: cx163_qx@163.com; Tel: +86 13308639592
bDepartment of Chemical and Biomolecular Engineering, The University of Tennessee, Knoxville, TN 37996-2200, USA. E-mail: aragausk@utk.edu
cHubei Provincial Key Laboratory of Green Materials for Light Industry, Hubei University of Technology, Wuhan 430068, China
dDepartment of Chemical Engineering, State University of New York College of Environmental Science and Forestry, Syracuse, NY 13210, USA
eChina Tobacco Hubei Industrial Cigarette Materials, LLC, Wuhan 430050, China
fTobacco Research Institute of Hubei Province, 6 Baofeng Road, Qiaokou District, Wuhan 430030, China
gJoint Institute for Biological Sciences, Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
hDepartment of Forestry, Wildlife, and Fisheries, Center for Renewable Carbon, The University of Tennessee, Institute of Agriculture, Knoxville, TN 37996-2200, USA
First published on 28th October 2020
To explore the effect of lignin composition on cellulase adsorption, dehydrogenation polymers (DHPs) were prepared from p-glucocoumaryl alcohol/coniferin/syringin, giving rise to H-DHP, G-DHP, and S-DHP, respectively. The structures of DHPs were thoroughly characterized and compared by GPC and NMR techniques, and the Langmuir isotherm protocol was applied to determine the cellulase adsorption behaviors of these different types of DHPs. The adsorption study indicated that the binding strength between the DHPs and cellulase varied in the following order: G-DHP > H-DHP > S-DHP. The inhibition of different types of DHPs on enzymatic hydrolysis of cellulose was in the same order as the cellulase adsorption, indicating that non-productive adsorption was the main way to influence cellulase. The correlation analysis results showed a positive association between the phenolic hydroxyl group content in DHPs and their maximum adsorption capacity toward enzymes. A negative correlation between the PDI and binding strength was also observed. It was also found that the adsorbed cellulase could be desorbed and retained normal enzyme activity, and so it was presumed that DHPs and cellulase were mainly linked by physisorption such as hydrogen bonding. This study clearly showed that the composition of lignin had a great impact on cellulase, and that G-type lignin exhibited the most detrimental effect. The results could provide useful information on the mechanism of cellulase adsorption onto lignin using DHPs as lignin model compounds.
Lignin-derived inhibition has been proposed to occur in a few ways: (I) lignin could act as a physical barrier by covering the reactive carbohydrate surface and/or forming lignin–carbohydrate complexes (LCC), (II) non-productive binding to enzymes, and (III) deactivation of enzymes with soluble lignin fragments.5 Several studies have shown that there is a strong correlation between lignin structural features and non-productive binding of lignin with cellulase.5–7 Our previous studies have also reported the influences of lignin subunits, phenolic hydroxyls, condensed aromatics, molecular weight, and polydispersity index (PDI) on cellulase binding.8–10
A recent study indicated that lignin S/G is an important factor influencing the cellulase hydrolysis and ethanol fermentation processes.11 Similarly, the results from numerous studies indicated that the composition of lignin showed significant effects on the cellulase hydrolysis process.7,10,12 Nakagame et al. reported that softwood lignin showed the highest binding strength with cellulase among the lignins isolated from softwood, hardwood, and grass due to the abundance of G-type units in softwood lignin.13 In contrast, Tan and her coworkers reported that S-type lignin had stronger cellulase adsorption than G-type lignin.12 Guo et al. also tested the cellulase binding to lignins using different lignin resources from aspen, pine, corn stover, and kenaf, and their results concluded that lignin with lower S/G could adsorb more cellulase,7 which has also been confirmed recently by Mou and his coworkers.14 As can be seen, much of the literature reports conflicting trends on the effects of lignin composition on cellulase adsorption behaviors. The lack of consensus across literature studies could be significantly attributed to the fact that lignin–enzyme interaction is a complicated multi-variant and multi-scale problem. It is quite challenging to observe the impact of any single factor, such as lignin composition on enzyme adsorption. While most lignin studies do report their negative effects on cellulose hydrolysis,6,15 some exhibited either no effect or even a positive effect on enzymatic hydrolysis occasionally.16 The lack of consensus can be attributed to several issues. First, lignin has multiple properties including hydroxyl group content, molecular weight, aromatic composition, the abundance of inter-unit linkages, and others depending on its feedstock species, extraction method, and even environments. Although the aforementioned previous studies tried to minimize the variable factors in their studies, the tested lignins showed variations in several properties. When the effects of multiple factors offset and/or one factor is dominant over others, it is challenging to evaluate them properly. In this study, we tried to minimize the variable factors by testing with DHPs composed of one type of aromatic unit. Second, the nature of lignin used was believed to be a critical factor. For example, native lignin (e.g., CEL) extracted from the plant cell wall of various origins or technical lignins (e.g., organosolv lignin) isolated from the pretreated biomass or during the biomass pretreatment were typically used as the feedstock in those studies. These lignins suffer unavoidably from various modifications or degradation effects as well as impurities, including residual polysaccharides or proteins.17 Moving forward, a useful strategy to overcome these challenges will include using model compounds.
A mechanistic study of well-representative lignin model compounds can provide a better picture of the targeted factor by minimizing other variations. Freudenberg and Neish proposed a dehydrogenation polymer as the natural lignin model for the first time.18 Terashima also synthesized G-type lignin from coniferin using β-glucosidase, glucose oxidase, and peroxidase.19 The structure of lignin synthesized from coniferin was similar to that of milled wood lignin (MWL) compared to the one synthesized from coniferyl alcohol.19 The lignin model compounds solely composed of S or H-type lignin could also be synthesized similarly. These compounds offer promising opportunities for a direct comparison of each type of lignin based on cellulase adsorption without the interference of other factors. In 2011, dehydrogenation polymers (DHPs) of monolignols were synthesized by Nakagame et al. from coniferyl alcohol (CA) and ferulic acid (FA) to study the effect of the carboxylic acid content of lignin on non-productive binding of cellulase,20 confirming the feasibility of this method. In this study, three dehydrogenation polymers (DHPs) were solely synthesized from coniferin/syringin/p-glucocoumaryl alcohol, and the cellulase adsorption and desorption onto and from each of these DHPs were subsequently investigated. For the fundamental understanding of their structural characteristics, gel permeation chromatography (GPC) and nuclear magnetic resonance (NMR) were used. The influence of lignin composition on cellulase adsorption could be elucidated by correlation analysis. The present study could provide information on lignin modification to decrease the binding between lignin and cellulase.
About 50 mg of DHPs in DMSO-d6 (0.5 mL) was characterized using a Bruker Avance III 400 MHz spectrometer at 298 K to obtain the two-dimensional (2D) 1H–13C heteronuclear single quantum coherence (HSQC) spectrum. 31P NMR spectra were also acquired after derivatization of DHPs with 2-chloro-4,4,5,5-tetramethyl-1,3,2-dioxaphospholane (TMDP).22
After adsorption, the supernatant and precipitate were separated by centrifugation. The precipitate (called P0) was used to study the desorption of cellulase.
M n (g mol−1) | M w (g mol−1) | PDI | |
---|---|---|---|
H-DHP | 2004 | 3456 | 1.7 |
G-DHP | 1281 | 2032 | 1.6 |
S-DHP | 912 | 1834 | 2.0 |
Methoxyl and major lignin interunit linkages including β-O-4 aryl ether (A), phenylcoumaran (β-5) (B), and resinol (β-β) (C) were found in the aliphatic region (50–90/2.5–6.0 ppm) of the HSQC spectra. The results showed that H-DHP and G-DHP contained all three major lignin interunit linkages, while only two (β-O-4 and β-β) were detected in S-DHP, as a methoxyl group occupied the C5 position of S. The quantitative information of the interunit linkages is presented in Table 2. It was indicated that phenylcoumaran (β-5) was the major interunit linkage in H-DHP, accounting for nearly 46.8% of the total linkages. These results were in accordance with earlier studies, which indicated that H-DHP tends to form branched linkages like β-β and β-5.28 As no methoxy substituents on the ring of mono-lignol forming by H lignin subunit, the unpaired electron density is greatest on the carbon nuclei, which could result in C–C reactions preferably.29 For S-DHPs, β-O-4 is the most dominant type of interlinkage, which suggested that this DHP might form a linear type of structure.28 It has been revealed that more methoxylation could result in a higher degree of unpaired electron density on the phenolic oxygen and subsequently, many C–O linkages.30 The contents of β-O-4 in DHPs were relatively lower than those in MWL,25 while the β-5 and β-β linkages were predominant instead of the β-O-4 linkage.
DHP (mmol g−1) | Aliphatic OH | Syringyl OH | Guaiacyl OH | p-Hydroxyphenyl OH | Carboxylic acid OH | Total OH |
---|---|---|---|---|---|---|
H-DHP | 2.9 | — | — | 1.1 | 0.66 | 4.7 |
G-DHP | 3.5 | — | 1.4 | — | 0.43 | 5.3 |
S-DHP | 3.4 | 0.3 | — | — | 0.30 | 4.0 |
Combined with the structural features of DHP, it was found that hydroxyl groups, especially phenolic hydroxyl groups, played an important role in cellulase hydrolysis of PASC. For example, a negative effect of the content of phenolic OH (y = −15.71x + 70.38, R2 = 0.90) from DHP on cellulose conversion was found, which was also shown in a previous study.6 It was proposed that phenolic OH mainly reacts with the amino group in cellulase by electrostatic and hydrogen bonds.32
E max (mg g−1) | K ads (ml mg−1) | Binding strength (ml g−1) | |
---|---|---|---|
H-DHP | 24.39 | 6.64 | 162.07 |
G-DHP | 31.95 | 8.94 | 285.71 |
S-DHP | 8.40 | 4.51 | 37.88 |
In this study, the structural properties of each DHP were investigated to explain the difference in the affinity of DHP to cellulase. The three DHPs had different abundance of the inter-unit linkages. G-DHP and H-DHP contained more of β-β and β-5 than S-DHP. Earlier studies showed that C–C coupling of monolignols normally result in a highly branched polymer, which was more inhibitory to cell wall degradation.33 However, even though H-DHP had the highest C–C linkage contents, it did not exhibit the highest inhibitory effect on cellulase. The amount of C–O interunit (e.g., β-O-4) also varied among the three DHPs. S-DHP had the most and H-DHP contained the least. Our previous studies showed that a decrease of β-O-4 in residual lignin was beneficial for the enzymatic hydrolysis of pretreated wheat straw.3 Non-productive binding sites of β-O-4 with cellobiohydrolase I has been recently reported.34 Previous studies on down-regulated alfalfa plants showed an improved fermentable sugar yield, which was rich in H-lignin.35 Later, Pu and his coworkers proposed that reducing β-O-4 ether linkage in H rich plants could reduce LCC linking, which might facilitate the accessibility of cellulase to cellulose, thus decreasing the recalcitrance of biomass and improving cell wall enzymatic degradability.36 However, the correlation of β-O-4 amount in DHP with cellulase was not found in the present study. These results indicated that all kinds of inter-unit linkages showed an adverse impact on cellulase, but which one is more detrimental than the other needs further investigation.
It was interesting to note that the cinnamyl alcohol end groups were only found in G-DHP and H-DHP, which was 21.0% and 12.0%, respectively, expressed as a fraction of S + G + H. The disappearance of the signal in S-DHP might be due to different endwise coupling of monolignols, as less reaction sites were available in S-DHP. In a previous study, cinnamyl alcohol dehydrogenase (CAD), which catalyzes the last step in the biosynthesis of lignin monomers (cinnamaldehyde to cinnamyl alcohol), was downregulated.37 It resulted in the decrease of cinnamyl alcohol and improved the digestibility of the forage crop and saccharification efficiency in switchgrass.37,38 The positive effect of the cinnamyl alcohol content in DHP on the binding strength with cellulase was found in the present study(y = 11.72x + 32.93, R2 = 0.99). Similarly, the inhibitory effect of the cinnamyl alcohol content on cellulose conversion was observed (y = −0.65x + 61.86, R2 = 0.97). These results indicated that the cinnamyl alcohol end groups in lignin had an adverse impact on cellulase.
Furthermore, the phenolic hydroxyl groups were positively correlated with the maximum adsorption capacity (y = 21.26x + 1.92, R2 = 0.99) and binding strength (y = 210.85x − 34.91, R2 = 0.94). It was indicated that there was hydrogen bonding between cellulase and the hydroxyl groups of DHP. Many studies have confirmed that hydrogen bonding occurred between the amide groups in cellulase and the aromatic phenolic OH groups in lignin,6,32 which would block the catalytic tunnel of cellulase. Later, modified lignin with less aromatic phenolic OH showed less inhibitory effect on cellulase.39 Hydrogen bonding is also a recognized reason for cellulase denaturation by phenolic compounds,40,41 which can change the cellulase structure by destroying the α-helix structure, increasing the β-sheet and random coil contents in cellulase.40 The correlation between the PDI of DHP and adsorption parameters was found to be negative (y = −58.02x + 124.27, R2 = 0.99 for Emax; and y = −572.13x + 1172.6, R2 = 0.92 for binding strength between DHP and cellulase). The negative correlation between the lignin PDI and cellulase adsorption was also found in our previous study and by other researchers.7,9 A more uniform fragment size is favorable for the interaction between lignin and proteins. These results were in accordance with the impact of DHPs on the enzymatic digestibility of PASC, which indicated that the main reason for the inhibitory effect of DHP on cellulase was non-productive adsorption.
H-DHP | G-DHP | S-DHP | |
---|---|---|---|
1st | 3.321 | 3.797 | 2.255 |
2nd | 0.971 | 1.193 | 0.631 |
3rd | 0.322 | 0.504 | 0.267 |
4th | 0.204 | 0.341 | 0 |
5th | 0.097 | 0.230 | — |
6th | 0 | 0.131 | — |
7th | — | 0.022 | — |
8th | — | 0 | — |
Footnote |
† The two authors contributed equally to this paper. |
This journal is © The Royal Society of Chemistry 2021 |