Subscriber access provided by Kaohsiung Medical University
Article
In-situ lignin bioconversion promotes complete carbohydrate conversion of rice straw by Cupriavidus basilensis B-8 Mengying Si, Xu Yan, Mingren Liu, Meiqing Shi, Zhongren Wang, Sheng Wang, Jin Zhang, Congjie Gao, Liyuan Chai, and Yan Shi ACS Sustainable Chem. Eng., Just Accepted Manuscript • DOI: 10.1021/ acssuschemeng.8b01336 • Publication Date (Web): 01 May 2018 Downloaded from http://pubs.acs.org on May 4, 2018
Just Accepted “Just Accepted” manuscripts have been peer-reviewed and accepted for publication. They are posted online prior to technical editing, formatting for publication and author proofing. The American Chemical Society provides “Just Accepted” as a service to the research community to expedite the dissemination of scientific material as soon as possible after acceptance. “Just Accepted” manuscripts appear in full in PDF format accompanied by an HTML abstract. “Just Accepted” manuscripts have been fully peer reviewed, but should not be considered the official version of record. They are citable by the Digital Object Identifier (DOI®). “Just Accepted” is an optional service offered to authors. Therefore, the “Just Accepted” Web site may not include all articles that will be published in the journal. After a manuscript is technically edited and formatted, it will be removed from the “Just Accepted” Web site and published as an ASAP article. Note that technical editing may introduce minor changes to the manuscript text and/or graphics which could affect content, and all legal disclaimers and ethical guidelines that apply to the journal pertain. ACS cannot be held responsible for errors or consequences arising from the use of information contained in these “Just Accepted” manuscripts.
is published by the American Chemical Society. 1155 Sixteenth Street N.W., Washington, DC 20036 Published by American Chemical Society. Copyright © American Chemical Society. However, no copyright claim is made to original U.S. Government works, or works produced by employees of any Commonwealth realm Crown government in the course of their duties.
Page 1 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
1
In-situ lignin bioconversion promotes complete carbohydrate conversion of rice
2
straw by Cupriavidus basilensis B-8
3
Mengying Si, † Xu Yan, †, ‡ Mingren Liu, † Meiqing Shi, †,‡ Zhongren Wang, † Sheng
4
Wang, ‡ Jin Zhang, § Congjie Gao, †, ‡,∥ Liyuan Chai, †, ‡ Yan Shi*, †, ‡
5
†
6
China
7
‡
8
Metal Pollution, Changsha 410083, China.
9
§
School of Metallurgy and Environment, Central South University, Changsha 410083,
Chinese National Engineering Research Centre for Control & Treatment of Heavy
College of Environmental Science and Engineering, Hunan University, Changsha
10
410082, P.R. China.
11
∥
12
Technology, Hangzhou 310014, PR China
13
* E-mail:
[email protected] (Y. Shi); Fax: +86-0731-88710171; Tel:
14
+86-0731-88830875
15
M. Si, X. Yan, M. Liu, M. Shi, Z. Wang, S. Wang, L. Chai, Y. Shi, Mailing address:
16
No.932 South Lushan Road, Changsha Hunan 410083, P.R. China
17
J. Zhang, Mailing address: No. 2 South Lushan Road, Changsha Hunan 410082, P.R.
18
China
19
C. Gao, Mailing address: No.18 Chaowang Road, Hangzhou Zhejiang 310014, P.R.
20
China
Water Treatment Technology Development Center, Zhejiang University of
1
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
21
ABSTRACT
22
The valorization of lignocellulose encounters both opportunities and challenges
23
as the lignocellulose is an abundant and intrinsically heterogeneous natural source.
24
However, the successful design of an integrated process for complete carbon
25
utilization of lignocellulose is limited. A classic base-catalyzed pretreatment strategy
26
and a natural Cupriavidus strain with the capacity of lignin degradation and
27
polyhydroxyalkanoates (PHA) biosynthesis were selected to establish a fundamental
28
and functional module necessary to enable a new platform for lignocellulose
29
pretreatment and waste carbon conversion. The in-situ bioconversion was first
30
introduced to the pretreatment. Specifically, selectively cleaving insensitive C–C
31
bonds (e.g., β-5) of lignin via a “washing” mechanism, Cupriavidus basilensis B-8
32
promoted the digestibility of the rice straw to realize almost complete carbohydrate
33
conversion, yielding 984.2 mg g-1 of reducing sugar when combined with alkaline
34
pretreatment. A demonstrated concentration of PHA (482.7 mg L-1) was obtained
35
from the conversion of the removed lignin in ligninolytic bacteria. The integrated
36
molecular conversion mechanisms of lignin in bacteria were further elucidated. Our
37
work provides a novel perspective for biorefinery design.
38
KEYWORDS: Cupriavidus basilensis B-8, in-situ bioconversion, delignification,
39
lignocellulose pretreatment, polyhydroxyalkanoates, carbohydrate conversion
2
ACS Paragon Plus Environment
Page 2 of 43
Page 3 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
40
INTRODUCTION
41
Lignocellulose is composed primarily of carbohydrate polymers (cellulose
42
and hemicellulose) and a heterogeneous matrix of phenolic polymers known as
43
lignin.1 Lignin offers lignocellulose recalcitrance to inhibit both enzymatic
44
saccharification and the fermentation of carbohydrates. Further in the
45
pretreatment, lignin depolymerization has recently evolved as a key step to
46
enable saccharification of cellulose.2 Lignin, in the nature, is an amorphous and
47
complex three-dimensional heteropolymer composed of cross-linked phenyl
48
propane units via a variety of ether and carbon–carbon (C–C) bonds, thereby
49
forming a physical barrier to protect biomass from microbial attacks.2-3 The
50
typical pretreatments (e.g., dilute alkali/acid pretreatments) mainly cleave
51
β-O-4 ethers to depolymerize lignin,4 leaving the insensitive C–C bonds as a
52
restrictive factor hindering the achievement of complete carbohydrate
53
conversion.5 The 5-5 and β-5 dimeric lignin model compounds could be
54
selectively oxidized by laccase,6 which was considered as a major ligninolytic
55
enzyme in microorganisms. Hence, it shows a great potential to employ the
56
ligninolytic strains to conquer the restrictive factors of delignification for
57
advanced pretreatment.
58
As compared to chemocatalysis, biocatalysis has attracted increasing
59
attention as an environmentally friendly and low cost method.7-8 To date,
3
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
60
biocatalysis in pretreatments has mainly focused on white rot fungi harboring
61
complex ligninolytic enzymatic systems, which were thought to depend in part
62
on extracellular heme-dependent peroxidases, copper-dependent laccases, and
63
other oxidases to depolymerize lignin. However, a commercial biocatalytic
64
process of lignin depolymerization has yet been reported, partially due to their
65
poor stability in industrial processes and practicality challenges, specifically in
66
fungal protein expression and genetic manipulation.9-10 Therefore, lignin
67
utilization by bacterial species with more rapid growth and easier genetic
68
manipulation has been considered as a promising biorefining method.
69
In addition, lignin represents an untapped resource for the production of
70
biofuels and valuable chemicals, as it is the most abundant natural source of
71
aromatic compounds in the biosphere.11 Unfortunately, the lignin fraction of
72
plant cells has been mainly employed for heat and power via combustion in the
73
pulp and paper industry.12-13 Recent studies on the proposed lignocellulosic
74
valorization have concluded that lignin depolymerization and conversion assists
75
in the utilization of biomass to useful products due to co-valorization and the
76
presence of new revenues beyond carbohydrates.4 Therefore, one of the greatest
77
challenges in biorefining is the engineering of lignin structures to not only
78
remove or modify lignin to reduce lignocellulose recalcitrance but also to
79
enable lignin valorization.14 Recent research has focused on bacterial
80
conversion of lignin to lipids,15 adipic acid,16 and polyhydroxyalkanoate 4
ACS Paragon Plus Environment
Page 4 of 43
Page 5 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
81
(PHA).17 Hence, it is feasible to design an integrated biocatalytic process to
82
simultaneously achieve the high sugar yield and lignin valorization.
83
In our previous research, the ability of Cupriavidus basilensis B-8
84
(hereafter B-8) to selectively degrade Kraft lignin without the presence of a
85
co-substrate was validated. The conversion of Kraft lignin to PHA was also
86
confirmed.18 Herein, rice straw (RS), the largest available and deserted biomass in
87
the world,19 was employed as the feedstock. B-8 was employed not only to
88
in-situ bioconvert the natural lignin in RS, but also to enhance the enzymatic
89
digestibility. To our knowledge, it is the first study that realized the in-situ
90
bioconversion of lignin during the pretreatment process. Moreover, the mechanism
91
of lignin conversion was investigated. Our study provides a new platform for
92
lignocellulose pretreatment and waste carbon conversion.
93
EXPERIMENTAL SECTION
94
Lignocellulose, strain and culture medium. The rice straw (RS)
95
obtained from Shandong, China was ground into powder and air-dried. The
96
air-dried RS powder was then sifted using a 60-mesh griddle and used as the
97
pretreatment feedstock. The Cupriavidus basilensis B-8 (CGMCC No. 4240,
98
hereafter B-8) was overnight cultured on a rotary shaker at 30 °C with a speed of 150
99
rpm in a Luria-Bertani broth medium, and then diluted five-fold in Luria-Bertani
100
broth medium with continued growth for 2 h to achieve the logarithmic growth phase.
101
The obtained bacterial culture was used as the seed culture for the biological 5
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
102
Page 6 of 43
treatment.
103
Bio- and chemocatalysis for the valorization of the rice straw. 2 g
104
untreated RS was soaked in a 20-mL NaOH solution with different
105
concentrations (0.5%, 1%, and 2%) and then statically treated at 121 °C at
106
different times (15 min, 30 min, and 60 min). The NaOH-treated RS sample
107
was collected and thoroughly washed with de-ionized water, then dried at 50°C
108
for further pretreatment. To obtain a lignin-rich stream for upgrading, alkaline
109
pretreated liquor (APL) was collected during the chemical process. The B-8
110
based biocatalysis was conducted as follows: 10 mL seed culture was
111
centrifuged to harvest the bacterial cells. The collected cells were then
112
inoculated into 100 mL sterile mineral salt medium
113
NaOH-treated RS. To support growth, APL was adjusted to a pH of 7.0 by
114
slowly wadding 5 M H2SO4 and was supplemented with mineral salt. A
115
subsequent treatment was similarly employed as the process mentioned above.
116
All the biocatalysis processes were performed in a rotary shaker at 30°C with a
117
speed of 150 rpm.
20
containing 1 g
118
Enzymatic hydrolysis. Commercial cellulase (Cellic CTec2, Novozymes,
119
Bagsværd, Denmark) was used for the enzymatic hydrolysis. A typical
120
hydrolysis mixture consisted of 0.5 g RS sample, 20 mL of the 50-Mm citric
121
acid buffer (pH 4.8), which was supplemented with cellulase (12 filter paper
122
units (FPU) g-1), antibiotic (40 µg mL-1), and cycloheximide (30 µg mL-1) to 6
ACS Paragon Plus Environment
Page 7 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
123
prevent microbial contamination.21 The mixture was incubated at 50°C in a
124
rotary shaker at 110 rpm for 24 h. Samples were then collected and centrifuged
125
for sugar analysis. The reducing sugar was measured by the 3,5-dinitrosalicylic
126
acid assay.22
127
Characterization of the biomass. Different treated RS samples were
128
collected for the composition and physicochemical analyses. The chemical
129
compositions were measured according to the method presented by Teramoto.23
130
Solid gold-coated RS samples were observed using a scanning electron
131
microscope (SEM, JSM-IT300LA, JEOL, Japan). Atomic force microscopy
132
(AFM) imaging was performed in tapping mode on a NanoManTM VS +
133
MultiMode V scanning probe microscope (Veeco Company, USA).24 The
134
crystallinity of the RS were analyzed using a TTR III X-ray diffractometer
135
(Rigaku, Japan).25
136
The lignin fraction was extracted from the treated and untreated RS as well
137
as APL.26 The molecular weight of lignin was then measured by gel permeation
138
chromatography (GPC, waters 1515, Waters Company, USA).17 A 1760X
139
Fourier Transform Infrared (FTIR) spectrometer (PerkinElmer, Shanghai, China)
140
and a Bruker Avance 500 MHz spectrometer (Bruker GmbH, Karlsruhe,
141
Germany)27-28 were employed to analyze the structural changes.
142
Polyhydroxyalkanoate (PHA) production by B-8 cultivation. The
143
nitrogen (N) concentration was strictly controlled during cultivation. 20 mL of 7
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
144
the collected cells were inoculated into a 100 mL sterile N-limit mineral salt
145
medium ((NH4)2SO4 concentration: 30 mg L-1) containing an excess of
146
NaOH-treated RS or APL. The PHA accumulation was monitored by
147
fluorescence microscopy. To determine the cell dry weight, 200 mL of culture
148
was centrifuged, washed in 10% PBS, recentrifuged, and lyophilized. The
149
PHAs were recovered by accelerated solvent extraction with methanol and
150
chloroform (presented in Supporting Information).
151
Characterizations of the PHA. The number and weight average
152
molecular weights (Mn and Mw) of the standard and sample PHAs were
153
measured using a PL-GPC 120 (Polymer Laboratories). The thermal properties
154
of the PHAs were analyzed by differential scanning calorimetry (DSC) and
155
thermal gravimetric analysis (TGA).29 Gas chromatography analysis was
156
performed using a GC QP2010 MS (Shimadzu, Kyoto, Japan). The samples
157
were prepared by methanolysis. The major functional groups present in the
158
purified PHA polymer were detected by FTIR spectrometry. Furthermore, the
159
microchemical structure of the PHAs was investigated using a Bruker Avance
160
500 MHz spectrometer at 500 MHz for 1H analysis.
161
Transcriptional analysis. The B-8 cultures were grown using fructose,
162
NaOH-treated RS, and APL as the carbon sources. The cells were harvested at
163
the end of their exponential growth.30 The RNA preparation, library
164
construction, and sequencing on a BGISEQ-500 was performed at the Beijing 8
ACS Paragon Plus Environment
Page 8 of 43
Page 9 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
31
165
Genomics Institute.
166
remove the reads with adaptors, reads with more than 10% unknown bases, and
167
low-quality reads. The purified reads were obtained and stored in FASTQ
168
format.31 HISAT32 was employed to map the clean reads to the genome. The
169
gene expression levels were quantified by a software package called RSEM.33
170
The NOISeq method was employed to screen the differentially expressed genes
171
into two groups.
172
up-regulated genes were analyzed to illustrate the mechanism.
173
RESULTS AND DISCUSSION
34
All the generated raw sequencing reads were filtered to
After filtering (≥ 2-fold change, adjusted p ≤ 0.001), the
174
Potential biocatalysis of Cupriavidus basilensis B-8 (hereafter B-8) for
175
lignocellulose valorization. Although the enzymology of bacterial lignin
176
degradation has not been as thoroughly investigated as that of fungi, indications
177
have suggested the evolution of bacteria into their own enzymatic systems for
178
lignin degradation.35 We previously observed the activities of laccase and
179
manganese peroxidase in B-8.20 Moreover, the presence of the Fenton reaction
180
in the depolymerization of lignin by B-8 is possible.20 Herein, we performed a
181
comprehensive and systematic whole genomic analysis on the lignin-related
182
aromatic compounds degradation pathways based on previously obtained
183
genomic data of B-8.20 A significant number of genes encoding determinants
184
that constructed five pathways involved in lignin degradation were identified 9
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 10 of 43
185
(Figure S1). They included two branches of the β-ketoadipate pathway (cat
186
genes and pca genes), phenol pathways (mml genes and phl genes),
187
phenylacetyl-CoA ring-cleavage pathways (paa genes), the gentisate pathway
188
(mhb genes), and the 2,3-dihydroxyphenylpropionate catabolic pathway (mhp
189
genes).
190
acetyltransferase),
191
(poly(3-hydroxyalkanoate) synthetase), and phaR (polyhydroxyalkanoate
192
synthesis
193
polyhydroxyalkanoate (PHA), was also identified.
The
pha
repressor)
gene
cluster,
phaB
and
which
includes
(acetoacetyl-CoA
is
responsible
for
phaA
(acetyl-CoA
reductase),
the
phaC
biosynthesis
of
194
Carbohydrates such as cellulose and hemicellulose account for about 75%
195
of lignocellulosic dry weight. All the carbohydrates are expected to be
196
saccharified for ethanol production. To enhance the enzymatic digestibility of
197
the RS, and avoid carbohydrate loss, the potential of the selective lignin
198
removal in the bacteria is needed. Hence, different types of carbohydrates,
199
including glucose, fructose, sucrose, galactose, xylose, arabinose, mannose,
200
lactose, maltose and pullulan were selected as the sole carbon sources for B-8
201
in the present study. According to Fig. S2, B-8 only used fructose for growth
202
during the first 3 days, and hardly used any of the typical monosaccharide
203
components of cellulose (glucose) and hemicellulose (xylose, galactose,
204
arabinose, mannose, lactose, and maltose) as the sole carbon source (Figure S2).
205
The similar results were generated even after an extended incubation time of 10
ACS Paragon Plus Environment
Page 11 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
206
one week. Therefore, B-8 exhibited outstanding potential to selectively
207
depolymerize or degrade lignin component for the deep pretreatment of
208
lignocellulose and PHA synthesis.
209
Biochemical pretreatment significantly promotes the enzymatic hydrolysis
210
of the RS. To evaluate the efficiency of the pretreatments, the RS residues were
211
hydrolyzed with commercially available cellulase CTec2 for 24 h. The results are
212
presented in Figure 1a. Obviously, the NaOH pretreatment significantly improved
213
the enzymatic digestibility of the RS. The saccharification of the untreated samples
214
for 24 h at a cellulase loading of 12 FPU g−1 resulted in only 91.6 mg g-1 reducing
215
sugar. Following NaOH pretreatment, the reducing sugar exhibited an improved yield
216
of 350.9-849.2 mg g-1. These results can be attributed to the nucleophilic cleavage of
217
the lignin phenolic alkyl-aryl ethers and the promotion of the solvation of lignin into
218
its aqueous phase during the alkaline pretreatment,
219
fractionation of 37.4%–84.6% lignin (Figure 1b) to the alkaline pretreated liquor
220
(APL). The maximum sugar yield of 849.2 mg g-1 was obtained under the relative
221
severe condition (2% NaOH, 60min, 121°C). Though the severe pretreatment
222
removed 84.6% lignin, the residual lignin still presented a significant challenge for the
223
enzymatic hydrolysis. Sequentially, biopretreatment by B-8 was employed. After B-8
224
pretreatment, more lignin (49.2%–88.5%) were removed, leaving purer carbohydrates
225
(maximum 91.2%) with lighter in color appearance (Figure 1b). And the enzymatic
226
digestibility of RS was significantly improved (13.5%–32.6%, compared to sole
4
which was convinced by the
11
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
227
NaOH pretreatment). It's noted that B-8 promoted the digestibility of the RS to
228
achieve the almost complete carbohydrate conversion with the sugar yield of 982.6
229
mg g-1. Particularly, this demonstrated efficiency of pretreatment showed a superiority
230
as compared with other researches (Table S1).8,
231
employed linear fitting to test the correlation between the lignin content and the sugar
232
yield (Figure 1c), of which a strong negative correlation (R2=0.829) was observed,
233
thereby indicating that the decrease in the lignin content positively affected the
234
enzymatic hydrolysis of the RS samples. As one of the most key barriers, lignin not
235
only physically limited the activated cellulose to the accessible surface but also
236
unproductively bind itself to the enzymes through the functional groups such as the
237
phenolic hydroxyl groups. 40-41 These results suggested the important role of B-8 in
238
removing the residual lignin in biomass after alkaline pretreatment to obtain purer
239
carbohydrates and better digestibility of biomass.
36-39
Moreover, the present study
240
To explore these mechanisms, samples from the co-pretreatment of RS under the
241
optimum condition was selected for further characterization. SEM images (Figure 2a)
242
presented that untreated RS always had a regular and tough structure with a smooth
243
and compact surface, whereas the NaOH treatment exhibited digestion holes or pits.
244
Further bacterial treatment of C. basilensis B-8 verified its outstanding potential to
245
specifically metabolize lignin fraction as RS appeared to be peeled off individual
246
5-μm fibrous structures from the surface by specific delignification. The microscopic
247
morphology characterization of the untreated and pretreated RS samples allowed us to 12
ACS Paragon Plus Environment
Page 12 of 43
Page 13 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
248
propose a model system, “washing” mechanism, as elucidated in Figure 2b.
249
Specifically, the NaOH solution catalyzed the dissolution of lignin to the aqueous
250
phase and retained the holocellulose framework of the biomass, thereby retaining the
251
lignin fragment in a fashion similar to remain blots on the clothing fibers (framework
252
of RS). Surprisingly, B-8 acted as a scavenger that specifically “washed off” the
253
residual lignin fragment between the interlaced fibrous structures. This hypothesis
254
was verified by the nearly invariable cellulose crystallinity results following various
255
pretreatments, which exhibits minimal cellulose fraction disruption during the
256
pretreatments (Figure S3).
257
To further verify the “washing” mechanism, a nanoscale visualization of RS
258
morphology was analyzed by the AFM images (Figure 2c-e). Generally, the
259
accessibility of cellulose, which depends on the opened cellulose surface area and the
260
material porosity
261
increased porosity improves the access of cellulase to cellulose. In general, the color
262
in the height maps represents the surface roughness of RS. The RS height maps
263
exhibited a lighter color in Figure 2c, thereby indicating that the initially smooth
264
untreated RS surface (Ra: 8.47 nm, Rmax: 93.4 nm) gradually roughened (Ra: 12.9 nm,
265
Rmax: 179 nm and then Ra: 25.6 nm, Rmax: 274 nm). It might be attributed to the
266
chemical process and biocatalysis-induced increase in RS substrate porosity to expose
267
more surface area.43 In addition, the AFM tip adhered more strongly to the
268
hydrophilic area that hence appeared lighter in color in the phase diagram.44 The same
41
is assumed to play an important role in hydrolysis.42 Thus, the
13
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
269
area in both height map and phase diagram presented uniform changes in color.
270
Specifically, the exposed surface area from the treatment (lighter area in the height
271
map) exhibited more hydrophilic cellulose that appeared lighter in the phase diagram.
272
Based on the SEM and AFM analyses, B-8 can selectively “wash off” the
273
hydrophobic lignin “blot” to expose the activated cellulose surface and decrease the
274
unproductive binding of enzymes on lignin, thereby increasing cellulose accessibility.
275
Moreover, GPC, FTIR, and 2D NMR analyses were employed to explore the
276
chemical mechanism of lignin degradation involved in the “washing” mechanism.
277
Firstly, to understand variations in the degree of lignin polymerization in the RS
278
during pretreatment, GPC analysis was performed to determine the weight-average
279
(Mw) and number average (Mn) molecular weights as well as polydispersity (PDI,
280
Mw/Mn) of the isolated lignin fractions (Table 1, Figure S4). The Mw of untreated
281
lignin and NaOH pretreated lignin was 3105 Da and 1399 Da, respectively, implying
282
the sensitive linkages in lignin were cleaved by NaOH pretreatment. After B-8
283
pretreatment, the Mw of lignin were further decreased to 868 Da, indicating the
284
promotion of lignin depolymerization by B-8. According to FTIR results (Figure S5
285
and Table S2), the bands at 1513 cm-1 and 1420 cm-1, which correspond to aromatic
286
skeletal vibrations and the C-H deformation, respectively, combined with the aromatic
287
ring vibration at 1460 cm-1 were significantly reduced, also indicating that the lignin
288
units were gradually removed following each pretreatment step. Specifically, the
289
syringyl (S) unit breathing with C=O stretching at 1329 cm-1 was not observed in the 14
ACS Paragon Plus Environment
Page 14 of 43
Page 15 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
290
RS following the NaOH treatment, showing that most S units in lignin were easily
291
removed by the alkali solution. Moreover, the intensity of the C–H out-of-plane units
292
in positions 2, 5, and 6 of the guaiacyl (G) rings at 858 cm−1 was weaker both in
293
NaOH and Co-pretreatment lignin, indicating that G-unit was the common target of
294
NaOH and B-8 pretreatment.
295
The 2D-HSQC NMR analysis generates important structural information on the
296
lignin macromolecule such as the monolignol compositions (including S/G ratios) and
297
the relative abundance of the inter-unit linkages.45 The S/G ratio dramatically
298
decreased following NaOH treatment from 1.28 to 0.82 (Figure 3 and Table 1),
299
thereby indicating the easier removal of S units under the alkaline condition, which is
300
consistent with the FTIR spectra results. Meanwhile, the p-hydroxyphenyl (H) units
301
disappeared during the chemical process. Differently, the S/G ratio increased to 2.09
302
after B-8 pretreatment, thereby indicating that B-8 mainly metabolized the G units.
303
The relative-quantification of the lignin fractions by the 2D-HSQC NMR method
304
provides the explicit structural evolution during the pretreatments. Herein, Table 1
305
presents the changes observed in the lignin chemical bonds during pretreatment.
306
Lignin from the untreated RS was rich in β-O-4 linkage (86.3%), which exhibited no
307
obvious changes during the NaOH treatment (88.6% in NaOH-RS). Considering
308
lignin were largely (84.6%) removed by NaOH pretreatment, the unconspicuous
309
change in β-O-4 linkage content in lignin demonstrated that NaOH pretreatment 15
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
310
cleaved most of the β-O-4 linkages. Specifically, the signals of Aβ(G) and Aβ(S)
311
declined, thereby attributing to the depolymerization of the β-O-4 aryl ethers.
312
Meanwhile, signals associated with β-β were not detected in NaOH pretreated lignin,
313
possibly due to the removal of the S units after NaOH pretreatment.46 In terms of the
314
biopretreatment, the weaker signals associated with the phenylcoumaran (β-5-coupled)
315
structures were primarily derived from the decrease in G and H units, implying that
316
the C–C linkages (β-5) were more easily cleaved during the removal of the G units by
317
B-8. In summary, the S and H units in lignin were mainly removed via the cleavage of
318
the sensitive β-O-4 linkages during NaOH pretreatment. As a major restrictive factor
319
of lignin depolymerization, the remained C–C linkages (β-5) structure in residual
320
lignin inhibit the further delignification. Fortunately, B-8 selectively remove the G
321
units by cleaving the alkaline-resistant β-5 linkages via the "washing" mechanism to
322
promoted the digestibility of the RS to realize almost complete carbohydrate
323
conversion.
324
Biocatalysis efficiently depolymerizes the lignin in APL. Following the NaOH
325
pretreatment, the complex streams containing components with different molecular
326
weights derived from both lignin and polysaccharide were produced. Due to the high
327
level of chemical heterogeneity, these streams tended to be metastable and were
328
typically underused. In the presented integrated process, the waste stream also
329
exhibited valorization to maximize carbon utilization by biocatalysis. Given that
330
lignin is the most abundant component in the waste stream, understanding of the 16
ACS Paragon Plus Environment
Page 16 of 43
Page 17 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
331
lignin conversion mechanism by B-8 is important for the integrated process of
332
lignocellulose valorization. Herein, we first studied the bacteria-induced lignin
333
changes at the chemical level via GPC, FTIR and 2D NMR analyses. Figure S6
334
presented the Mw, Mn, and PDI results of the lignin obtained from APL, wherein
335
B-8-treated APL exhibited a smaller Mw (1444 Da) as compared to the untreated APL
336
(1705 Da), which may possibly be due to the release of small lignin fragment
337
molecular weights following with lignin depolymerization. To confirm the above
338
hypothesis, the structural changes in the lignin fractions were characterized by FTIR
339
and 2D-HSQC.
340
The aromatic region in the spectra of all the lignin fractions (Figure 4a)
341
displayed the basic lignin units (G, S, and H units). An increase in the
342
B-8-treated-APL S/G ratio from 1.28 to 3.07 indicates that the biocatalysis process
343
selectively removed lignin fragments with higher G unit contents and left S unit-rich
344
lignin in the APL. This was verified not only by the decreased signals at FA2 and FA7
345
but also by the weakened band assigned to the aromatic skeletal vibrations (G>S)
346
around 1513 cm-1 (Figure S7, Table S1). In addition, the p-coumarates and H units in
347
lignin were also depolymerized, which was certified by the decrease of the signals at
348
PCE 3, 5 and the H units.
349
Furthermore, the side-chain regions of the 2D-HSQC NMR spectra reflect the
350
types and distribution changes of the inter-unit linkages in the lignin fraction.47
351
According to Figure 4c, lignin from the untreated APL was rich in β-aryl ether units 17
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
352
and had modest amounts of resinol and low amounts of phenylcoumaran, respectively,
353
as well as modest levels of cinnamyl alcohol end groups. The signals at Aβ(G) and
354
Aβ(S) assigned to the β-position in β-O-4 were linked to the G and S units (A),
355
respectively. Both units disappeared during cultivation. These variations were mostly
356
attributable to the cleavage of the β-O-4 aryl ethers. Given that the β-5 structural unit
357
only stemmed from the coupling monomer of the G and p-hydroxyphenyl (H) units,48
358
a reduction in the amount of G units resulted in a decrease in the phenylcoumaran
359
(β-5-coupled) structures. In addition, the overserved resinols (β-β-coupled units) were
360
mainly raised from the dimerization of sinapyl alcohol. The structure of cinnamyl
361
alcohol end groups (I) disappeared primarily due to coniferyl alcohol (G unit)
362
depolymerization. All of the results indicate that the biocatalysis strategy of B-8
363
efficiently depolymerizes the lignin in APL.
364
PHA production and characterization. The B-8 cultures were respectively
365
inoculated in a mineral salt medium with APL and NaOH treated RS as the sole
366
carbon source. Nile red staining under fluorescence microscopy confirmed the
367
accumulation of PHA (Figure S8). Although few carbon source (only 2.88% lignin)
368
left in the NaOH-treated RS, 483.4 mg L-1 of dry cell weight was harvested, and 32.7
369
mg L-1 of PHA was accumulated. It indicated that lignin was depolymerized and
370
in-situ bioconverted to PHA by B-8. Meanwhile, a maximum dry cell weight of
371
3990.2 mg L-1 was harvested and PHA with a weight of 450.0 mg L-1 was
372
accumulated by B-8 from the APL. To evaluate the efficiency of lignin bioconversion 18
ACS Paragon Plus Environment
Page 18 of 43
Page 19 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
373
by B-8, a comparison was summarized in Table S3. Currently, Pseudomonas putida
374
KT2440 grown in the fed-batch fermentation mode has accumulated a record level
375
concentration (1.0 g L-1) of PHA using lignin stream that was obtained from the
376
combinatorial pretreatment of sulfuric acid and NaOH.49 NaOH not only removes
377
most of the lignin, but also slightly attacks cellulose and hemicellulose through
378
“peeling” reactions. While sulfuric acid mainly attacks hemicellulose and cellulose,
379
and simultaneously modifies the lignin. Therefore, the produced liquor contained
380
abundant carbon including lignin-related component with small molecular weight as
381
well as sugar and organic acids originated from cellulose and hemicellulose. However,
382
when anthraquinone was cocharged to the reactor of NaOH pretreatment to maximize
383
polysaccharide retention in the solids via the minimization of polysaccharide “peeling”
384
reactions, a maximum PHA yield of only 252 mg L-1 was obtained.17 In addition, we
385
found that P. putida KT2440 hardly grow in the medium with lignin (kraft lignin or
386
lignin extracted from RS) as sole carbon source. Moreover, a genetically engineered
387
bacterium P. putida A514 only yielded 75 mg L−1 of PHA under kraft lignin alone.50
388
Catabolized sugar or organic acids originating from polysaccharide breakage during
389
lignocellulose pretreatment will likely improve lignin conversion. This hypothesis
390
provided a new perspective for more optimal engineering of ligninolytic bacteria for
391
the valorization of lignin.
392
Analysis of the hydroxy acid monomer distribution of PHA from APL indicated
393
that the PHA polymer was primarily comprised of 2-hydroxybutyrate acid (2HB 19
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
394
9.9%), 3-hydroxybutyrate acid (3HB 86.5%), and 3-hydroxyvaleric acid (3HV 3.6%).
395
The RS-derived PHA was determined to be a copolymer that was mainly composed of
396
2HB (5.9%), 33HB (92.9%), and 4-hydroxyheptanoate acid (3HHp 1.2%) (Figure S9).
397
Moreover, the spectra results determined by FTIR analysis (Figure S10) and 1H-NMR
398
analysis (Figure S11) indicated the presence of typical PHA. The produced PHAs
399
(both from APL and RS) exhibited an Mw of 1694 kDa and 1160 kDa with a PDI of
400
1.58 and 1.48, respectively (Figure S12). The lower dispersity indicated the presence
401
of more homogeneous polymers. In addition, the melting (Tm) and decomposition (Td)
402
temperatures (Figure S13) of PHA from APL (167.5°C and 273.0°C, respectively) and
403
PHA from the RS residue (162.8°C and 265.4°C, respectively) exhibited excellent
404
thermostability. The characterization of the PHAs indicated that their physicochemical
405
properties were comparable to those derived from carbohydrates.51
406
Effect of lignin removal from APL and the NaOH-treated RS residue under
407
the nitrogen (N) limited condition. The polymer accumulated in B-8 during growth
408
under an N-limited condition. However, the N-limited condition negatively affects
409
bacterial growth (or biomass yield) and cell function. Therefore, the following
410
question is posed: does the stress condition (N-limitation) affect the removal of lignin
411
from APL and the biocatalysis for lignin removal to improve enzymatic hydrolysis?
412
To answer this question, an investigation on the removal of lignin from APL and the
413
RS residue following NaOH pretreatment with different bacterial cell inoculations
414
was performed. 20
ACS Paragon Plus Environment
Page 20 of 43
Page 21 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
415
Herein, A280 measurements and the reduction in total phenols were used to
416
quantify the removal of lignin. 30.7% of lignin was removed based on A280 and 21.8%
417
based on the total phenols of APL with 10% of the bacterial inoculation under the
418
N-rich condition (Figure 5). However, the increase in A280 and the decrease in the
419
total phenols were all less than 10% at a 10% bacterial inoculation under the
420
N-limited condition, thereby indicating that the lignin removal decreased by at least
421
60% for bacterial growth in an N-limited culture. Interestingly, when the bacterial
422
inoculation increased to 20%, lignin removal under the N-limited condition was
423
comparable to that with 10% of bacterial inoculation under the N-rich condition. The
424
NaOH pretreatment of the RS removed 84.6% of lignin and offered a great challenge
425
for the quantification of lignin residue on the RS. Therefore, the reducing sugar
426
release was used to evaluate the effect of the RS residue on the lignin removal
427
following NaOH pretreatment by bacteria grown under the N-limited condition. No
428
obvious differences were observed between the reducing sugar release from the
429
co-treated RS for bacterial growth under the N-limited condition and from
430
NaOH-treated RS (Figure S14). However, a bacterial inoculation increases to 20%
431
resulted in a 19.8%-increase in the reducing sugar release as compared to that with
432
NaOH-pretreatment alone. This was comparable to the release reducing sugar after
433
the co-pretreatment under the N-rich condition.
434
Molecular mechanism. To further explore the insights of such consolidated
435
biomass processing, a transcriptomics analysis was performed on B-8 grown on the 21
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
436
APL and NaOH-treated RS (Figure 6, S15 and Table S4-10). The results (Table S4)
437
revealed the presence of an up-regulated gene encoding multicopper oxidase that was
438
negligible in the genomic search of the APL and NaOH-treated RS culture. It
439
indicated that laccase-based lignin depolymerization presented in B-8. Several
440
peroxidases were observed and identified, specifically cytochrome c peroxidase and
441
catalase/peroxidase. However, the role of these enzyme for the degradation of lignin
442
in B-8 remains unknown. The results characterize the peroxidase-based lignin
443
depolymerization as the core component of the lignin depolymerization mechanisms
444
and is certainly essential for B-8. Moreover, NADPH quinone oxidoreductase were
445
found with aryl alcohol oxidase and pyranose-2-oxidase, which supports Fenton
446
chemistry through generating extracellular H2O2 involved in lignin depolymerization.
447
Through the lignin depolymerization process, the released low molecular weight
448
compounds can be transported into the cell for complete aromatic compounds
449
catabolism. The over-expressed cat, pca, ben and hca genes (Table S5) indicate that
450
the β-ketoadipate and peripheral pathways
451
B-8. In addition, the mhb and hyb genes (Table S6) were also discovered in B-8,
452
indicating that lignin-derived salicylate and 3-hydroxybenzoate was degraded through
453
gentisate pathway. Moreover, the significant expression of the paa genes (Table S7)
454
also demonstrated the conversion of phenylacetate by the phenylacetyl-CoA
455
ring-cleavage pathway. The involvement of the phenol degradation pathway was also
456
noted due to the up-regulation of the phl genes (Table S8). The over-expressed mhp
52
presented in the lignin degradation by
22
ACS Paragon Plus Environment
Page 22 of 43
Page 23 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
457
indicated the presence of the 2,3-dihydroxyphenylpropionate catabolic pathway
458
(Table S9).
459
All the samples exhibited the up-regulated lignin degradation genes as compared
460
to the control. The lignin depolymerization genes were significantly up-regulated in
461
the NaOH-treated RS samples, whereas the lignin-related aromatic compounds
462
degradation genes were significantly up-regulated in the APL samples. This
463
phenomenon is primarily due to the different lignin structures in APL and the RS
464
residue following NaOH pretreatment.
465
Currently, the degradation of lignin-related aromatic compounds not only
466
provides substrates for the tricarboxylic acid cycle but also acetyl-CoA for PHA
467
synthesis,3,
468
pathway) represent the most common pathways to supply precursors for PHA
469
synthesis.53 Herein, the transcriptome analysis revealed the presence of a type II
470
pathway 54 in B-8 due to the up-regulation of a gene cluster consisting of phaC, phaA,
471
phaB and phaR (Table S10). Moreover, the over-expressed fad genes indicated the
472
presence of the fatty acid β-oxidation pathway. The phaJ gene encoded enoyl-CoA
473
hydratase to channel hydroxyacyl-CoA from β-oxidation to PHA biosynthesis.55 A
474
gene similar to phaJ was up-regulated, thereby characterizing β-oxidation pathway as
475
another route for PHA precursor provision. The fatty acid de novo biosynthesis was
476
also involved on the up-regulation of the fab genes. 3-hydroxyacyl-ACP-CoA is
477
generally converted to 3-hydroxyacyl-CoA by 3-hydroxyacyl-ACP-CoA transacylase
17
while fatty acid de novo biosynthesis and metabolism (β-oxidation
23
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 24 of 43
478
(PhaG), which is the enzyme that links fatty acid de novo biosynthesis and PHA
479
synthesis. However, the present study did not observe phaG gene neither from
480
transcriptome nor from the genome of B-8. Therefore, the fatty acid de novo
481
biosynthesis pathway may not be involved in the biosynthesis of PHA in B-8.
482
CONCLUSIONS
483
In summary, the present study proposed a novel platform of in-situ
484
bioconversion by B-8 to overcome the inherent challenges of delignification for
485
lignocellulose valorization. The biocatalysis promoted the digestibility of the RS to
486
achieve almost complete carbohydrate conversion. Meanwhile, the lignin fractions
487
were converted to PHA. The presented chemical and molecular analyses
488
demonstrated
489
depolymerization of lignin, and the subsequent metabolism of the released
490
lignin-related aromatic compounds, which then converted the intermediate acetyl
491
coenzyme A to PHA. This strategy provided a new perspective for lignocellulose
492
valorization.
493
ASSOCIATED CONTENT
494
Supporting Information
495
The Supporting Information is available free of charge on the ACS Publications
496
website.
that
B-8
secreted
extracellular
oxidative
24
ACS Paragon Plus Environment
enzymes
for
the
Page 25 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
497
PHA extraction methods; The location of genes and gene clusters,
498
carbohydrate utilization of B-8 (Figure S1-2); XRD, GPC, FTIR results of
499
the lignin fractions in RS and APL (Figure S3-7); Fluorescence imaging,
500
GC-MS, FTIR, H-NMR, GPC, TGA, and DSC results of the PHA (Figure
501
S8-13); The effect of the nitrogen limitation on the biocatalysis in
502
pretreatment (Figure S14); Heatmap of the transcriptional changes (Figure
503
S15); Comparison of biopretreatments with other research (Table S1);
504
Assignments of FTIR spectra for lignin (Table S2); Comparison of
505
production of PHA with other research (Table S3); The enzymes related to
506
lignin depolymerization (Table S4); Genes responsible for lignin-related
507
aromatic compounds pathways (Table S5-10)
508
Corresponding Author
509
Yan Shi
510
*E-mail:
511
+86-0731-88830875
512
Notes
513
The authors declare no competing financial interest
514
ACKNOWLEDGMENTS
[email protected];
Fax:
+86-0731-88710171;
25
ACS Paragon Plus Environment
Tel:
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
515
This work was supported by Program for Changjiang Scholars
516
(T2011116), National Funds for Distinguished Young Scientists of China
517
(50925417), National Natural Science Foundation of China (31400115).
26
ACS Paragon Plus Environment
Page 26 of 43
Page 27 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
518
TABLES AND FIGURES
519
Table 1. Characterization of the lignin fractions in RS by GPC, 2D-NMR. Sample
RS
NaOH-RS
Co-tread RS
Mw (Daltons)
3105
1399
868
Mn (Daltons)
373
175
171
PDI
8.33
7.98
5.06
S/G ratio a
1.28
0.82
2.09
β-O-4 content b
86.3%
88.6%
100%
β-β content b
6.4%
-
-
β-5 content b
7.3%
11.4%
-
520
a
521
1
522
b
523
1
524
IA, IB, IC represent the α-position signal of β-O-4, β-β, and β-5, respectively;
525
Co-treated RS: NaOH+B-8 treated RS
S/G
ratio
=
Ix%=
0.5IS2,6/IG2
Ix/(IA+IB+IC)×100%
27
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
526 527
Figure 1. (a) Effect of the pretreatment conditions on the enzymatic hydrolysis of the
528
pretreated RS, Co-treated: NaOH+B-8 treated; (b) Effect of the pretreatment
529
conditions on the chemical composition of the pretreated RS, wherein the circular
530
images at the top represent the photos of the corresponding RS of each condition,
531
wherein the circular images at the top represent the photos of the corresponding RS of
532
each condition; (c) Relationship between the lignin content (%) and the sugar yield
533
(mg g-1) for a series of RS samples.
28
ACS Paragon Plus Environment
Page 28 of 43
Page 29 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47
ACS Sustainable Chemistry & Engineering
534 535
Figure 2. (a) SEM images of the different RS samples (a1: untreated RS, a2: NaOH-treated RS, and a3: Co-treated RS: NaOH+B-8 treated RS);
536
(b) Conceptual illustration of the proposed microstructure of RS, respectively; (c-e): AFM amplitude images and 3D images, where Ra is the
537
average surface area roughness; Rmax is the maximum vertical distance between the highest and lowest data points in the AFM image. 29
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
538 539
Figure 3. 2D-HSQC spectra of the lignin fractions obtained from the RS samples. (a)
540
Aromatic region of the untreated RS; (b) aromatic region of the NaOH-treated RS;
541
(c) aromatic region of the co-treated RS, co-treated RS: NaOH+B-8 treated RS; (d)
542
side-chain region of the untreated RS; (e) side-chain region of NaOH-treated RS; (f)
543
side-chain region of the co-treated RS; Main structures present in RS. (A) β-O-4
544
alkyl-aryl ethers; (B) resinols; (C) phenylcoumaran; (I) p-hydroxycinnamoyl alcohol
545
end groups; (FA) ferulates; (PCE) p-coumarates; (S) syringyl units; (S’) oxidized
546
syringyl units bearing a carbonyl at C; (G) guaiacyl units; (H) para-hydroxy-phenyl
547
units; (X) β-D-xylopyranoside.
30
ACS Paragon Plus Environment
Page 30 of 43
Page 31 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
548
549 550
Figure 4. 2D-HSQC spectra of the lignin fractions obtained from the APL. (a-b)
551
aromatic region of APL, (c-d) side-chain region of APL.
31
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
552 553
Figure 5. Removal of absorbance at 280 nm and total phenols from APL by B-8.
32
ACS Paragon Plus Environment
Page 32 of 43
Page 33 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47
ACS Sustainable Chemistry & Engineering
554 555
Figure 6. The elucidation of the lignin valorization mechanisms in B-8. The up-regulated genes were marked in red.
33
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
556
References
557
1.
558
sustainability, LCA and the green conundrum. Green Chem. 2016, 18 (7),
559
1912-1922.
560
2.
561
Synergistic enzymatic and microbial lignin conversion. Green Chem. 2016, 18 (5),
562
1306-1312.
563
3.
564
Opportunities and challenges in biological lignin valorization. Curr. Opin.
565
Biotechnol. 2016, 42, 40-53.
566
4.
567
pretreatments capable of enabling lignin valorization in a biorefinery process. Curr.
568
Opin. Biotechnol. 2016, 38, 39-46.
569
5.
570
extracted from birch wood by a modified hydrotropic process. J. Agr. Food Chem.
571
2014, 62 (44), 10759-10767.
572
6.
573
understanding of laccase-catalysed oxidative oligomerisation of dimeric lignin
574
model compounds. RSC Adv. 2017, 7 (20), 11951-11958.
575
7.
576
fungal and physicochemical processes for lignocellulosic biomass pretreatment – A
Khoo, H. H.; Ee, W. L.; Isoni, V., Bio-chemicals from lignocellulose feedstock:
Zhao, C.; Xie, S.; Pu, Y.; Zhang, R.; Huang, F.; Ragauskas, A. J.; Yuan, J. S.,
Beckham, G. T.; Johnson, C. W.; Karp, E. M.; Salvachua, D.; Vardon, D. R.,
Narron, R. H.; Kim, H.; Chang, H. M.; Jameel, H.; Park, S., Biomass
Gabov, K.; Gosselink, R. J.; Smeds, A. I.; Fardim, P., Characterization of lignin
Ramalingam, B.; Sana, B.; Seayad, J.; Ghadessy, F. J.; Sullivan, M. B., Towards
Shirkavand, E.; Baroutian, S.; Gapes, D. J.; Young, B. R., Combination of
34
ACS Paragon Plus Environment
Page 34 of 43
Page 35 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
577
review. Renew. Sust. Energ. Rev. 2016, 54, 217-234.
578
8.
579
Combination of biological pretreatment with NaOH/Urea pretreatment at cold
580
temperature to enhance enzymatic hydrolysis of rice straw. Bioresour. Technol. 2015,
581
198, 725-731.
582
9.
583
bacteria in lignin degradation and bio-product formation. Curr. Opin. Biotechnol.
584
2011, 22 (3), 394-400.
585
10. Majumdar, S.; Lukk, T.; Solbiati, J. O.; Bauer, S.; Nair, S. K.; Cronan, J. E.;
586
Gerlt, J. A., Roles of small laccases from Streptomyces in lignin degradation.
587
Biochemistry 2014, 53 (24), 4047-4058.
588
11. Tarves, P. C.; Mullen, C. A.; Strahan, G. D.; Boateng, A. A., Depolymerization
589
of Lignin via Co-pyrolysis with 1,4-Butanediol in a Microwave Reactor. ACS
590
Sustain. Chem. Eng. 2017, 5 (1), 988-994.
591
12. Sun, J.; Dutta, T.; Parthasarathi, R.; Kim, K. H.; Tolic, N.; Chu, R. K.; Isern, N.
592
G.; Cort, J. R.; Simmons, B. A.; Singh, S., Rapid room temperature solubilization
593
and depolymerization of polymeric lignin at high loadings. Green Chem. 2016, 18
594
(22), 6012-6020.
595
13. Xu, C.; Arancon, R. A.; Labidi, J.; Luque, R., Lignin depolymerisation
596
strategies: towards valuable chemicals and fuels. Chem. Soc. Rev. 2014, 43 (22),
597
7485-7500.
Dai, Y.; Si, M.; Chen, Y.; Zhang, N.; Zhou, M.; Liao, Q.; Shi, D.; Liu, Y.,
Bugg, T. D.; Ahmad, M.; Hardiman, E. M.; Singh, R., The emerging role for
35
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
598
14. Ragauskas, A. J.; Beckham, G. T.; Biddy, M. J.; Chandra, R.; Chen, F.; Davis,
599
M. F.; Davison, B. H.; Dixon, R. A.; Gilna, P.; Keller, M.; Langan, P.; Naskar, A. K.;
600
Saddler, J. N.; Tschaplinski, T. J.; Tuskan, G. A.; Wyman, C. E., Lignin valorization:
601
improving lignin processing in the biorefinery. Science 2014, 344 (6185), 1246843.
602
15. Kosa, M.; Ragauskas, A. J., Lignin to lipid bioconversion by oleaginous
603
Rhodococci. Green Chem. 2013, 15 (8), 2070-2074.
604
16. Vardon, D. R.; Franden, M. A.; Johnson, C. W.; Karp, E. M.; Guarnieri, M. T.;
605
Linger, J. G.; Salm, M. J.; Strathmann, T. J.; Beckham, G. T., Adipic acid production
606
from lignin. Energy Environ. Sci. 2015, 8 (2), 617-628.
607
17. Linger, J. G.; Vardon, D. R.; Guarnieri, M. T.; Karp, E. M.; Hunsinger, G. B.;
608
Franden, M. A.; Johnson, C. W.; Chupka, G.; Strathmann, T. J.; Pienkos, P. T.;
609
Beckham, G. T., Lignin valorization through integrated biological funneling and
610
chemical catalysis. Proc. Natl. Acad. Sci. U S A 2014, 111 (33), 12013-12018.
611
18. Shi, Y.; Yan, X.; Li, Q.; Wang, X.; liu, M.; Xie, S.; Chai, L.; Yuan, J., Directed
612
bioconversion of Kraft lignin to polyhydroxyalkanoate by Cupriavidus basilensis
613
B-8 without any pretreatment. Process Biochem. 2017, 52, 238-242.
614
19. Karimi, K.; Emtiazi, G.; Taherzadeh, M. J., Ethanol production from dilute-acid
615
pretreated rice straw by simultaneous saccharification and fermentation with Mucor
616
indicus, Rhizopus oryzae, and Saccharomyces cerevisiae. Enzyme Microb Tech 2006,
617
40 (1), 138-144.
618
20. Shi, Y.; Chai, L.; Tang, C.; Yang, Z.; Zhang, H.; Runhua, C.; Chen, Y.; Zheng, Y., 36
ACS Paragon Plus Environment
Page 36 of 43
Page 37 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
619
Characterization and genomic analysis of kraft lignin biodegradation by the
620
beta-proteobacterium Cupriavidus basilensis B-8. Biotechnol. Biofuel 2013, 6 (1),
621
2-14.
622
21. Yan, X.; Wang, Z.; Zhang, K.; Si, M.; Liu, M.; Chai, L.; Liu, X.; Shi, Y.,
623
Bacteria-enhanced dilute acid pretreatment of lignocellulosic biomass. Bioresour.
624
Technol. 2017, 245, 419-425.
625
22. Miller, G. L., Use of DinitrosaIicyIic Acid Reagent for Determination of
626
Reducing Sugar. Anal. Chem. 1959, 31, 426-428.
627
23. Teramoto, Y.; Tanaka, N.; Lee, S. H.; Endo, T., Pretreatment of eucalyptus wood
628
chips for enzymatic saccharification using combined sulfuric acid-free ethanol
629
cooking and ball milling. Biotechnol. Bioeng. 2008, 99 (1), 75-85.
630
24. Zhang, K.; Si, M.; Liu, D.; Zhuo, S.; Liu, M.; Liu, H.; Yan, X.; Shi, Y., A bionic
631
system with Fenton reaction and bacteria as a model for bioprocessing
632
lignocellulosic biomass. Biotechnol. Biofuels 2018, 11 (31), 2-14.
633
25. Meng, X.; Pu, Y.; Yoo, C. G.; Li, M.; Bali, G.; Park, D. Y.; Gijersing, E.; Davis,
634
M. F.; Muchero, W.; Tuskan, G. A.; Tschaplinski, T. J.; Ragauskas, A. J., An
635
In-Depth Understanding of Biomass Recalcitrance Using Natural Poplar Variants as
636
the Feedstock. ChemSusChem 2017, 10 (1), 139-150.
637
26. Wen, J.-L.; Sun, S.-L.; Yuan, T.-Q.; Sun, R.-C., Structural elucidation of whole
638
lignin from Eucalyptus based on preswelling and enzymatic hydrolysis. Green Chem.
639
2015, 17 (3), 1589-1596. 37
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 38 of 43
640
27. Cao, S.; Pu, Y.; Studer, M.; Wyman, C.; Ragauskas, A. J., Chemical
641
transformations of Populus trichocarpa during dilute acid pretreatment. RSC Adv.
642
2012, 2 (29), 10925-10936.
643
28. Pu, Y.; Cao, S.; Ragauskas, A. J., Application of quantitative
644
biomass lignin and biofuel precursors characterization. Energy Environ. Sci. 2011, 4
645
(9), 3154-3166.
646
29. Venkateswar Reddy, M.; Yajima, Y.; Mawatari, Y.; Hoshino, T.; Chang, Y.-C.,
647
Degradation and conversion of toxic compounds into useful bioplastics by
648
Cupriavidus sp. CY-1: relative expression of the PhaC gene under phenol and
649
nitrogen stress. Green Chem. 2015, 17 (9), 4560-4569.
650
30. Kataeva, I.; Foston, M. B.; Yang, S.-J.; Pattathil, S.; K. Biswal, A.; Poole II, F.
651
L.; Basen, M.; M. Rhaesa, A.; Thomas, T. P.; Azadi, a.; Olman, V.; Saffold, T. D.;
652
Mohler, K. E.; Lewis, D. L.; Doeppke, C.; Zeng, Y.; Tschaplinski, T. J.; York, W. S.;
653
Davis, M.; Mohnen, D.; Xu, Y.; Ragauskas, A. J.; Ding, S.-Y.; Kelly, R. M.; Hahn,
654
M. G.; Adams, M. W. W., Carbohydrate and lignin are simultaneously solubilized
655
from unpretreated switchgrass by microbial action at high temperature. Energy
656
Environ. Sci. 2013, 6, 2186-2195.
657
31. Xin, B.; Tao, F.; Wang, Y.; Liu, H.; Ma, C.; Xu, P., Coordination of metabolic
658
pathways: Enhanced carbon conservation in 1,3-propanediol production by coupling
659
with optically pure lactate biosynthesis. Metab. Eng. 2017, 41, 102-114.
660
32. Kim, D.; Langmead, B.; Salzberg, S. L., HISAT: a fast spliced aligner with low 38
ACS Paragon Plus Environment
31
P NMR in
Page 39 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
661
memory requirements. Nat. Methods 2015, 12 (4), 357-360.
662
33. LI, B.; Dewey, C. N., RSEM: accurate transcript quantification from RNA-Seq
663
data with or without a reference genome. BMC Bioinformatics 2011, 12 (323), 2-16.
664
34. Tarazona, S.; Garcia-Alcalde, F.; Dopazo, J.; Ferrer, A.; Conesa, A., Differential
665
expression in RNA-seq: A matter of depth. Genome Res. 2011, 21 (12), 2213-2223.
666
35. Ramachandra, M.; Crawford, D. L.; Hertel, G., Characterization of an
667
extracellular lignin peroxidase of the lignocellulolytic actinomycete Streptomyces
668
viridosporus. Appl. Environ. Microbiol. 1988, 54 (12), 3057-3063.
669
36. Jin, S.; Zhang, G.; Zhang, P.; Li, F.; Wang, S.; Fan, S.; Zhou, S., Microwave
670
assisted alkaline pretreatment to enhance enzymatic saccharification of catalpa
671
sawdust. Bioresour. Technol. 2016, 221, 26-30.
672
37. Gui, X.; Wang, G.; Li, X.; Yan, Y., Fungus-assisted mild acid pretreatment of
673
Glycyrrhiza uralensis residues to enhance enzymatic hydrolysis and oil production
674
by green microalga Chlorella protothecoides. Ind. Crop. Prod. 2014, 62, 466-473.
675
38. Wang, W.; Yuan, T.; Wang, K.; Cui, B.; Dai, Y., Combination of biological
676
pretreatment with liquid hot water pretreatment to enhance enzymatic hydrolysis of
677
Populus tomentosa. Bioresour. Technol. 2012, 107, 282-286.
678
39. Liu, D.; Yan, X.; Zhuo, S.; Si, M.; Liu, M.; Wang, S.; Ren, L.; Chai, L.; Shi, Y.,
679
Pandoraea sp. B-6 assists the deep eutectic solvent pretreatment of rice straw via
680
promoting lignin depolymerization. Bioresour. Technol. 2018, 257, 62-68.
681
40. Chai, L.; Liu, M.; Yan, X.; Cheng, X.; Zhang, T.; Si, M.; Min, X.-B.; Shi, Y., 39
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
682
Elucidating the interactive impacts of substrate-related properties on lignocellulosic
683
biomass digestibility: A sequential analysis. ACS Sustain. Chem. Eng. 2018, DOI:
684
10.1021/acssuschemeng.8b00592.
685
41. Pihlajaniemi, V.; Sipponen, M. H.; Liimatainen, H.; Sirviö, J. A.; Nyyssölä, A.;
686
Laakso, S., Weighing the factors behind enzymatic hydrolyzability of pretreated
687
lignocellulose. Green Chem. 2016, 18 (5), 1295-1305.
688
42. Socha, A. M.; Parthasarathi, R.; Shi, J.; Pattathil, S.; Whyte, D.; Bergeron, M.;
689
George, A.; Tran, K.; Stavila, V.; Venkatachalam, S.; Hahn, M. G.; Simmons, B. A.;
690
Singh, S., Efficient biomass pretreatment using ionic liquids derived from lignin and
691
hemicellulose. Proc. Natl. Acad. Sci. U S A 2014, 111 (35), 3587-3595.
692
43. Mansfield, S. D.; Mooney, C.; Saddler, J. N., Substrate and enzyme
693
characteristics that limit cellulose hydrolysis. Biotechnol. Prog. 1999, 15, 804-816.
694
44. Chundawat, S. P. S.; Donohoe, B. S.; da Costa Sousa, L.; Elder, T.; Agarwal, U.
695
P.; Lu, F.; Ralph, J.; Himmel, M. E.; Balan, V.; Dale, B. E., Multi-scale visualization
696
and characterization of lignocellulosic plant cell wall deconstruction during
697
thermochemical pretreatment. Energy Environ. Sci. 2011, 4 (3), 973-984.
698
45. Ralph, J.; Bunzel, M.; Marita, J. M.; Hatfield, R. D.; Lu, F.; Kim, H.; Schatz, P.
699
F.; Grabber, J. H.; Steinhart, H., Peroxidase-dependent cross-linking reactions of
700
p-hydroxycinnamates in plant cell walls. Phytochem. Rev. 2004, 3, 79-96.
701
46. Cai, Y.; Zhang, K.; Kim, H.; Hou, G.; Zhang, X.; Yang, H.; Feng, H.; Miller, L.;
702
Ralph, J.; Liu, C. J., Enhancing digestibility and ethanol yield of Populus wood via 40
ACS Paragon Plus Environment
Page 40 of 43
Page 41 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
703
expression of an engineered monolignol 4-O-methyltransferase. Nat. Commun. 2016,
704
7, 11989.
705
47. Lancefield, C. S.; Panovic, I.; Deuss, P. J.; Barta, K.; Westwood, N. J.,
706
Pre-treatment of lignocellulosic feedstocks using biorenewable alcohols: towards
707
complete biomass valorisation. Green Chem. 2017, 19 (1), 202-214.
708
48. Kim, H.; Ralph, J.; Akiyama, T., Solution-state 2D NMR of Ball-milled Plant
709
Cell Wall Gels in DMSO-d6. Bioenerg. Res. 2008, 1 (1), 56-66.
710
49. Liu, Z.-H.; Olson, M. L.; Shinde, S.; Wang, X.; Hao, N.; Yoo, C. G.; Bhagia, S.;
711
Dunlap, J. R.; Pu, Y.; Kao, K. C.; Ragauskas, A. J.; Jin, M.; Yuan, J. S., Synergistic
712
maximization of the carbohydrate output and lignin processability by combinatorial
713
pretreatment. Green Chem. 2017, 19 (20), 4939-4955.
714
50. Lin, L.; Cheng, Y.; Pu, Y.; Sun, S.; Li, X.; Jin, M.; Pierson, E. A.; Gross, D. C.;
715
Dale, B. E.; Dai, S. Y.; Ragauskas, A. J.; Yuan, J. S., Systems biology-guided
716
biodesign of consolidated lignin conversion. Green Chem. 2016, 18 (20),
717
5536-5547.
718
51. Keshavarz, T.; Roy, I., Polyhydroxyalkanoates: bioplastics with a green agenda.
719
Curr. Opin. Microbiol. 2010, 13 (3), 321-326.
720
52. Harwood, C. S.; Parales, R. E., The beta-ketoadipate pathway and the biology of
721
self-identity. Annu. Rev. Microbiol. 1996, 50 (1), 553-590.
722
53. Suriyamongkol, P.; Weselake, R.; Narine, S.; Moloney, M.; Shah, S.,
723
Biotechnological approaches for the production of polyhydroxyalkanoates in 41
ACS Paragon Plus Environment
ACS Sustainable Chemistry & Engineering 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
724
microorganisms and plants - a review. Biotechnol. Adv. 2007, 25 (2), 148-175.
725
54. Rehm, B. H. A.; Steinbuchel, A., Biochemical and genetic analysis of PHA
726
synthases and other proteins required for PHA synthesi. Int. J. Biol. Macromol. 1999,
727
25, 3-19.
728
55. Liu, G.; Cai, S.; Hou, J.; Zhao, D.; Han, J.; Zhou, J.; Xiang, H., Enoyl-CoA
729
hydratase mediates polyhydroxyalkanoate mobilization in Haloferax mediterranei.
730
Sci. Rep. 2016, 6, 24015.
42
ACS Paragon Plus Environment
Page 42 of 43
Page 43 of 43 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Sustainable Chemistry & Engineering
731
For Table of Contents Use Only
732
Synopsis
733
In-situ bioconversion is first introduced to pretreatment strategy and this biocatalysis
734
provides a new platform for lignocellulose valorization.
735
43
ACS Paragon Plus Environment