Journal Pre-proof A global approach to obtain biobutanol from corn stover María Hijosa-Valsero, Jerson Garita-Cambronero, Ana I. Paniagua-García, Rebeca Díez-Antolínez PII:
S0960-1481(19)31898-1
DOI:
https://doi.org/10.1016/j.renene.2019.12.026
Reference:
RENE 12735
To appear in:
Renewable Energy
Received Date: 5 February 2019 Revised Date:
20 November 2019
Accepted Date: 5 December 2019
Please cite this article as: Hijosa-Valsero Marí, Garita-Cambronero J, Paniagua-García AI, DíezAntolínez R, A global approach to obtain biobutanol from corn stover, Renewable Energy (2020), doi: https://doi.org/10.1016/j.renene.2019.12.026. This is a PDF file of an article that has undergone enhancements after acceptance, such as the addition of a cover page and metadata, and formatting for readability, but it is not yet the definitive version of record. This version will undergo additional copyediting, typesetting and review before it is published in its final form, but we are providing this version to give early visibility of the article. Please note that, during the production process, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain. © 2019 Published by Elsevier Ltd.
CREDIT AUTHORS STATEMENT María Hijosa-Valsero: Writing – Original Draft, Investigation, Formal analysis. Jerson Garita-Cambronero: Writing – Original Draft, Investigation. Ana I. Paniagua-García: Methodology, Investigation, Writing – Review and Editing. Rebeca Díez-Antolínez: Writing – Review and Editing, Project administration.
A global approach to obtain biobutanol from corn stover
María Hijosa-Valseroa,*, Jerson Garita-Cambroneroa, Ana I. Paniagua-Garcíaa,b, Rebeca Díez-Antolíneza,b
a
Centro de Biocombustibles y Bioproductos, Instituto Tecnológico Agrario de Castilla
y León (ITACyL), Villarejo de Órbigo, 24358 León, Spain b
Instituto de Recursos Naturales (IRENA), Universidad de León, Avenida de Portugal
42, 24071 León, Spain
*Corresponding Author: María Hijosa-Valsero E-mail:
[email protected] Telephone: +34987374554
Other authors’ e-mail addresses: Jerson Garita-Cambronero:
[email protected] Ana I. Paniagua-García:
[email protected] Rebeca Díez-Antolínez:
[email protected]
Declarations of interest: none.
Pretreatment with very dilute acid Lignocellulosic biomass
BIOBUTANOL
Gas stripping
Strain selection and fermentation
Detoxification with adsorption resins
1
Abstract
2
The aim of this research was to subject corn stover to a complete biorefinery process at
3
laboratory-scale in order to assess the production of biobutanol. The research was
4
conducted to focus on process simplification, reduction of reagents and optimization of
5
acetone-butanol-ethanol (ABE) fermentation. The main recommendations include the
6
use of low acid concentrations during the physicochemical pretreatment, the selection of
7
adequate Clostridium strains, detoxification of the hydrolysates with reusable
8
adsorption resins and the possibility of performing gas stripping offline to recover ABE
9
solvents. Various pretreatment conditions, fifteen bacterial strains and three polymeric
10
adsorption resins were assessed. The proposed method consisted of a physicochemical
11
pretreatment with 0.89% H2SO4 (w/w) at 160 °C during 5 min, followed by an
12
enzymatic hydrolysis, which released 75% of the sugars contained in corn stover. The
13
hydrolysate was detoxified with the resin Dowex® Optipore® SD-2 and fermented by
14
C. saccharobutylicum DSM 13864, producing 4.75 ± 0.25 g/L acetone, 9.02 ± 0.11 g/L
15
butanol and 0.39 ± 0.01 g/L ethanol in 72 h, with a sugar consumption of 97.3 ± 0.27%.
16
A two-stage gas stripping was applied to the fermentation broth, obtaining butanol-rich
17
condensates (418-425 g/L in the organic phase) in a total time of 6 h.
18 19
Keywords
20
Lignocellulosic biomass; biobutanol; corn stover; pretreatment; detoxification;
21
Clostridium.
22
1
23
1. Introduction
24
The development of a sustainable industry based on the use of renewable resources to
25
produce fuels, chemicals and environmentally friendly materials has been recognised as
26
a key issue of importance [1]. One alternative that is gathering promising scientific
27
efforts is the study of new fuels obtained from different lignocellulosic biomasses, such
28
as butanol production through acetone-butanol-ethanol (ABE) fermentative process [2].
29
Lignocellulosic wastes from agricultural industry have attracted much more attention as
30
a sustainable alternative as they avoid the “food vs fuel” issues that arise by using
31
agricultural land to produce biomass for fuels. Biobutanol production by ABE
32
fermentation has already been successfully achieved using several agricultural wastes
33
[3-6] including corn stover [7]. Due to its immediate availability at the required
34
industrial scale [8], corn stover is currently seen as one of the most important feedstocks
35
for bioethanol production in industrialized countries. In addition, corn stover also
36
represents an interesting feedstock for biobutanol production due to its fibrous structure
37
with a high carbohydrate content (about 18-22% hemicellulose and 32-36% cellulose).
38
Both characteristics have attracted the attention of researchers for using corn stover to
39
produce second generation biobutanol [9].
40
Aside from the selection of an appropriate lignocellulosic feedstock, biobutanol
41
production requires the improvement of several technical procedures before
42
fermentation, such as biomass pretreatment and hydrolysis of structural carbohydrates,
43
selection of a suitable bacterial strain and optimization of the physicochemical
44
conditions in the fermentation broth [10]. In addition, the pretreatment processes –
45
because of sugars and lignin degradation– produce chemical by-products (phenolic
46
compounds, furan derivatives and weak organic acids) which cause inhibition on
47
solventogenic strains of Clostridium affecting biobutanol production [11]. The
2
48
production of these inhibitors is usually enhanced with dilute acid pretreatments,
49
particularly when using sulfuric acid [12]. To address this problem several
50
detoxification methods for corn stover hydrolysates prior to bacterial fermentation have
51
been proposed, including inhibitors extraction, adsorption, evaporation, electrodialysis,
52
overliming, neutralization, steam stripping, as well as enzymatic and microbial
53
treatments [11]. There is a clear need for further research to better understand and assess
54
the potential of industrial scale biobutanol production from corn stover. For example,
55
using alternatives such as a simple and efficient biomass pretreatment or testing
56
alternative detoxification techniques such as reusable resins, could decrease the
57
economic and energetic requirements associated with the fermentative process [13].
58
From an economic and energetic point of view, downstream processes such as solvent
59
recovery and purification from fermentation broths are extremely important in
60
biorefineries. Recently, gas stripping has emerged as a very attractive alternative, since
61
its energy requirements (including a final step of distillation) could be lower than
62
previously calculated [14-17] and due to configuration innovations like two-stage gas
63
stripping [15].
64
This study explores different strategies for addressing the major barriers that are
65
currently present at each step of the ABE fermentative process when using corn stover
66
as lignocellulosic feedstock. In particular, acid pretreatment conditions will be refined
67
in order to obtain suitable sugar and inhibitor concentrations in the hydrolysate,
68
followed by a clostridial strain selection and the optimization of certain fermentation
69
conditions (pH, T, CaCO3 and nutrient supplementation). The necessity of a
70
detoxification process to remove inhibitors by inert adsorption resins prior to
71
fermentation is also evaluated. Finally, the ABE solvents contained in the fermentation
72
broth are recovered by two-stage gas stripping. This study presents for the first time a
3
73
complete ABE biorefinery process based on corn stover, including a detoxification step
74
with reusable resins.
75 76
2. Material and methods
77 78
2.1. Chemicals and reagents
79
All chemicals used were of analytical grade. The enzyme Cellic CTec2 (enzymatic
80
activity 105 FPU/mL) was provided by Novozymes (Tianjin, China). The polymeric
81
resin Amberlite® XAD-4 was bought from Acros Organics (Geel, Belgium), Dowex®
82
Optipore® L-493 was purchased from Sigma-Aldrich (St. Louis, MO, USA) and
83
Dowex® Optipore® SD-2 was obtained from Supelco (Bellefonte, PA, USA).
84 85
2.2. Biomass description
86
Corn stover samples were obtained in November 2017 from experimental plots
87
(ITACyL, Finca Zamadueñas, Valladolid, Spain). These agricultural by-products were
88
dried in an oven at 45 °C until constant weight, ground in a rotary mill SM100 Comfort
89
(Retsch GmbH, Haan, Germany) and sieved to a size of 0.5-1.0 mm. Moisture, ash,
90
structural carbohydrates (cellulose and hemicellulose), Klason lignin, fats, proteins and
91
total phenolic compounds were analyzed as reported elsewhere [4]. Corn stover
92
composition is shown in Table 1.
93 94
2.3. Physicochemical pretreatment
95
Corn stover was subjected to a dilute-acid physicochemical pretreatment. It was
96
observed that autohydrolysis was not an efficient pretreatment for corn stover (data not
97
shown). In preliminary tests, nitric acid and sulfuric acid were assessed under similar
4
98
conditions [pretreatment at 0.89% (w/w) acid, 125 °C, 5 min; followed by enzymatic
99
hydrolysis], and finally sulfuric acid was chosen for the subsequent experiments
100
because its hydrolysates were more easily fermentable by bacteria (Figure SM1).
101
Physicochemical pretreatments were carried out with a 2-L high-pressure reactor made
102
of alloy Carpenter-20 (Parr Instrument Company, Moline, IL, USA). Corn stover was
103
immersed in a solution of sulfuric acid, with a solid-to-solvent ratio of 10% (w/w).
104
Operation details of the reactor are described elsewhere [5]. After the thermal
105
pretreatment, an enzymatic hydrolysis was performed on the solid/liquid mixture
106
obtained in the reactor according to the procedure described in section 2.4.
107 108
2.3.1. Pretreatment optimization
109
The physicochemical pretreatment was optimized in order to obtain a fermentable broth
110
with the maximum concentration of simple sugars (glucose, xylose, etc.) and the
111
minimum concentration of inhibitors [formic acid, acetic acid, levulinic acid, furfural,
112
5-hydroxymethyl furfural (5-HMF) and phenolic compounds]. In particular, the
113
variables to be optimized were H2SO4 concentration (0.89, 1.13, 1.37, 1.60 and 1.84 %
114
w/w) and temperature (125, 135, 145 and 160 °C). The treatment time in the reactor was
115
experimentally set at 5 min, after observing that longer treatment times did not improve
116
sugar release. The analysis of sugars and inhibitors was performed after the combined
117
and subsequent steps of physicochemical pretreatment and enzymatic hydrolysis.
118 119
2.4. Enzymatic hydrolysis
120
Upon completion of the thermal pretreatment, an enzymatic hydrolysis with Cellic
121
CTec 2 was performed on the biomass solid/liquid mixture obtained in the reactor,
5
122
following the method described by [4]. The employed dose of 36 µL/g biomass is
123
equivalent to 3.78 FPU/g biomass.
124 125
2.5. Strain cultivation
126
The strains Clostridium acetobutylicum DSM 792, DSM 1732, DSM 6228, C.
127
beijerinckii DSM 51, DSM 552, DSM 791, DSM 1820, DSM 6422, DSM 6423, C.
128
pasteurianum
129
saccharoperbutylacetonicum DSM 2152 and DSM 14923 were purchased from DSMZ
130
(Braunschweig, Germany), whereas the strain C. acetobutylicum NRRL B-530 was
131
obtained from NRRL (Peoria, IL, USA) and the strain C. beijerinckii CECT 508 was
132
supplied by CECT (Paterna, Spain). Spores from all the strains (except DSM 6228)
133
were prepared and stored as explained in [18]. For the asporogenic strain DSM 6228,
134
lyophilised cells were resuspended in 10 mL of sterile Reinforced Clostridial Medium -
135
RCM (Oxoid, Basingstoke, UK) supplemented with 10 g/L glucose, and incubated 24 h
136
at 35 °C under anaerobic conditions. Then, 1.5 mL were mixed with 0.4 mL glycerol
137
(80% v/v) and stored at -80 °C until used. Cellular reactivation and inocula preparation
138
were performed in liquid RCM or in a potato based medium (in the case of DSM 2152
139
and DSM 792) as detailed in [6]. Bacterial cultures were incubated for 20-48 h at 35 ºC
140
until obtaining a density of 5·108 cells/mL as determined by counting in a Bürker
141
chamber (Paul Marienfeld GmbH & Co. KG, Lauda-Königshofen, Germany).
DSM
526,
C.
saccharobutylicum
DSM
13864,
C.
142 143
2.6. Strain selection for the fermentation of corn stover hydrolysates
144
Corn stover hydrolysates were obtained after a pretreatment with H2SO4 (125 °C, 5 min,
145
0.89% w/w acid) and a subsequent enzymatic hydrolysis. For fermentation tests, non-
146
detoxified corn stover hydrolysates were filtered through filter paper (No. 1305, 73
6
147
g/m2, Filtros Anoia SA, Barcelona, Spain) and supplemented with the standard nutrients
148
(S) listed in Table 2. Inoculation and medium preparation were performed as described
149
in [18]. Fermentations were conducted at 35 °C, 100 rpm and 96 h in an Infors HT
150
Minitron orbital shaker (Infors AG, Bottmingen, Switzerland). These experiments were
151
performed in triplicate with the fifteen bacterial strains listed in section 2.5.
152
Fermentation controls were prepared with aqueous solutions containing glucose and
153
xylose mixtures at similar concentrations to those of corn stover hydrolysates and
154
supplemented with the abovementioned nutrients and salts. The most appropriate strain
155
was selected for the next experiments.
156 157
2.7. Optimization of fermentation conditions
158
Once the most efficient strain had been selected, the most adequate nutrients and
159
fermentation conditions for that strain were determined. Firstly, a Plackett-Burman
160
experimental design was proposed to select the necessary nutrients and their
161
concentrations. Corn stover was pretreated with H2SO4 (125 °C, 5 min, 0.89% acid
162
w/w) and a subsequent enzymatic hydrolysis. The Plackett-Burman design consisted of
163
twelve experimental runs combining the maximum and minimum values established for
164
the ten independent variables (yeast extract, KH2PO4, K2HPO4, NH4Cl, MgSO4·7H2O,
165
FeSO4·7H2O, MnSO4·H2O, ZnSO4·7H2O, cysteine and CaCO3). The hydrolysates were
166
fermented as described in Section 2.6 and butanol was measured as the response
167
variable. The characteristics of this experimental design are shown in Table SM1. The
168
nutrients and their concentration ranges were selected according to literature data [19-
169
22].
170
In the second place, after having established the essential nutrients for the selected
171
strain, fermentation conditions (temperature, initial pH and CaCO3 concentration for pH
7
172
control) were optimized via response surface methodology (RSM) with a Box-Behnken
173
experimental design consisting of 3 factors, 1 replicate, 15 runs, 1 block and 3 central
174
points (Table SM4). Corn stover was pretreated with H2SO4 (125 °C, 5 min, 0.89% acid
175
w/w) and a subsequent enzymatic hydrolysis, and then it was fermented using the
176
nutrients and conditions listed in Table SM4.
177 178
2.8. Detoxification
179
The polymeric adsorption resins Amberlite® XAD-4, Dowex® Optipore® L-493 and
180
Dowex® Optipore® SD-2 were evaluated for the removal of inhibitors from corn stover
181
hydrolysates. About 58 g of each polymeric resin were placed inside a 120-mL glass
182
column (chromatography column with soldered porous plate No. 0, model 340634, 400
183
mm x 20 mm i.d.; Pobel, Madrid, Spain) where they were soaked with distilled water,
184
reaching a total volume of 90 mL. The resins were conditioned following a modification
185
of [23]. In brief, the resin Amberlite® XAD-4 was washed three times with 90 mL
186
methanol at 4 mL/min and then was left in methanol overnight. Afterwards it was
187
washed with 900 mL distilled water at 10 mL/min. The resins Dowex® Optipore® L-
188
493 and Dowex® Optipore® SD-2 were washed three times with 90 mL NaOH 1 M at
189
4 mL/min and then with 900 mL distilled water at 10 mL/min.
190
For the detoxification step, corn stover (10% solid biomass) was pretreated with a
191
0.89% H2SO4 w/w solution for 5 min. Two distinct pretreatment temperatures (125 °C
192
or 160 °C) had to be tested in order to generate different sugar concentrations in the
193
hydrolysate (see section 3.4). A subsequent enzymatic hydrolysis was then applied. The
194
hydrolysate was passed through filter paper (No. 1305), and its pH was adjusted to 5.42
195
(optimal for fermentation). Then, the hydrolysate was fed into the column at a rate of 2
196
mL/min using a peristaltic pump (10 min residence time). The detoxified hydrolysate
8
197
was collected and fermented with C. saccharobutylicum DSM 13864 under the optimal
198
conditions (O) (Table 2). The use of other strains for detoxified hydrolysates was
199
experimentally discarded (Supplementary Material and Figure SM2).
200 201
2.9. Gas stripping
202
In order to recover solvents (acetone, butanol and ethanol) from the fermentation broths,
203
a two-stage gas stripping was applied as described in [24]. Corn stover hydrolysate was
204
obtained by treating 10% solid biomass in a solution of 0.89% H2SO4 (w/w) at 160°C
205
for 5 min, followed by enzymatic hydrolysis and detoxification with the resin Dowex®
206
Optipore® SD-2. The hydrolysate was fermented by C. saccharobutylicum DSM 13864
207
during 72 h using the optimized combination (O) (Table 2).
208
About 3.2 L of fermentation broth containing 5.02 g/L acetone, 9.02 g/L butanol, 0.42
209
g/L ethanol, 1.61 g/L acetic acid, 0.95 g/L butyric acid and 1.19 g/L total sugars, were
210
subjected to gas stripping over 5 h under the following conditions: Tfeed = 60 °C,
211
Trefrigeration = 5 °C and gas flow = 1.34 L/min. Five millilitres of Antifoam A (Fluka
212
Analytical, Sigma-Aldrich, Steinheim, Germany) were added at the beginning of the
213
stripping to avoid foam formation. The condensate was collected and separated
214
spontaneously in two phases (organic and aqueous). The aqueous phase was further
215
subjected to another gas stripping process for 1 h after which its condensate was
216
collected.
217
The performance of the gas stripping process was calculated based on solvent recovery
218
(η) and selectivity (α), according to Equations 1 and 2 [25-26]:
219
=
(1)
220
=
(2)
9
221
where αi is the selectivity for compound i (for instance, butanol; αB), xi is the mass ratio
222
of metabolite i in the feed solution, yi is the mass ratio of metabolite i in the condensate,
223
ηi is the percentage recovery efficiency for metabolite i (in this case, butanol; ηB), mic is
224
the mass of metabolite i in the condensate (expressed in g) and miF is the mass of
225
metabolite i in the feed solution. Gas stripping rates [g/(L·h)] were calculated as
226
proposed by [27].
227 228
2.10. Chemical analyses
229
The sugars cellobiose, glucose, xylose, rhamnose and arabinose, and the potential
230
inhibitors formic acid, acetic acid, levulinic acid, 5-HMF and furfural were analyzed by
231
HPLC-RID; phenolic compounds were analyzed by Folin-Denis’ assay; whereas
232
fermentation metabolites, like acetone, butanol, ethanol, isopropanol, acetic acid and
233
butyric acid were determined by GC-FID, according to [4].
234
Fermentation yields (Yi/S, g/g), metabolite productivity rates [Wi, g/(L·h)] and sugar
235
recovery or sugar conversion efficiency (%) were calculated as explained elsewhere [6].
236 237
2.11. Statistical analyses
238
Samples were compared with a one-way ANOVA and Tukey’s HSD test using the
239
software Statistica 7 (StatSoft Inc., Tulsa, OK, USA). Plackett-Burman experimental
240
designs and Box-Behnken RSM experimental designs were made with Minitab 16
241
(Minitab Inc., State College, PA, USA).
242 243
3. Results
244 245
3.1. Composition of corn stover hydrolysates
10
246
The effects of temperature and H2SO4 concentration on the corn stover pretreatment
247
were assessed in order to increase sugar release and minimize the generation of
248
fermentation inhibitors (Table 3). Temperature had a clear impact on sugar release and
249
inhibitor formation when acid concentration was kept constant at 0.89% w/w (Table 3).
250
On the contrary, for a fixed temperature of 125°C, an increase in H2SO4 concentration
251
did not improve sugar release, but favoured the generation of inhibitors, especially
252
formic acid, acetic acid, furfural and phenolic compounds (Table 3). These data suggest
253
that a sulfuric acid concentration of 0.89% w/w (which is equivalent to ~0.54% v/v)
254
could be sufficient for corn stover degradation. In fact, Gao and Rehman [28] pretreated
255
Phragmites australis with increasing concentrations of H2SO4 (0.5-2.0% v/v) and they
256
observed that the use of higher acid concentrations did not release more sugars, but only
257
more inhibitors. In addition, they reported that H2SO4 concentration influenced the type
258
of phenolic compounds generated.
259
The amount of total sugars released from corn stover ranged between 34.7 and 50.4 g/L,
260
depending on the physicochemical pretreatment used (Table 3), which implies a sugar
261
recovery efficiency of 48-75%. According to a review published by [12], the sugar
262
yields obtained from corn stover employing different pretreatment methods vary
263
between 42 and 66 g of fermentable sugars per 100 g of dry corn stover. In the present
264
study, as corn stover contained 57.23 % carbohydrates (Table 1), that yield would reach
265
~43 g of fermentable sugars per 100 g of dry corn stover in the best case.
266
In order to avoid inhibitory problems, it was decided to select the pretreatment
267
conditions of 0.89% H2SO4 w/w, 125 °C and 5 min, because they offered acceptable
268
sugar concentrations and low inhibitor concentrations. The total sugar concentration
269
obtained (~40 g/L), moderate as it may seem, might guarantee successful ABE
270
fermentations, as observed in previous works with cheese whey [29] or coffee silverskin
11
271
[6], where initial sugar concentrations as low as 30-34 g/L enabled the generation of
272
7.0-8.5 g/L biobutanol.
273 274
3.2. Strain comparison for corn stover hydrolysates
275
Different bacterial strains were compared for the fermentation of corn stover
276
hydrolysates after pretreating this biomass at 125 °C, during 5 min with 0.89% w/w
277
H2SO4 and subjecting the sample to enzymatic hydrolysis (Figure 1).
278
The best fermentations were performed by the strains DSM 13864 (5.95 ± 0.06 g/L
279
butanol, 94 ± 0.3 % total sugar consumption), DSM 6423 (5.49 ± 0.20 g/L butanol, 78 ±
280
2.4 % total sugar consumption) and DSM 2152 (4.97 ± 0.33 g/L butanol, 80 ± 2.1 %
281
total sugar consumption). It must be noted that the broths fermented by C.
282
saccharobutylicum DSM 13864 acquired a gelatinous appearance, probably due to the
283
formation of a polysaccharide, a fact that could explain the low concentration of total
284
free sugars at the end of the fermentation with this strain. According to these results and
285
taking into account both ABE concentrations and sugar consumption, it was decided to
286
select the strain DSM 13864 for the optimization experiments. In fact, the species C.
287
saccharobutylicum has been reported to cope with mixed agricultural and waste-based
288
substrates [30]. Moreover, C. saccharobutylicum DSM 13864 had been previously used
289
by [31] to ferment corn stover hydrolysates obtained after a pretreatment with deep
290
eutectic solvents.
291 292
3.3. Optimization of fermentation conditions for non-detoxified corn stover
293
hydrolysates
294
The most adequate nutrients and fermentation conditions for C. saccharobutylicum
295
DSM 13864 were evaluated as described in the Supplementary Material (Tables SM1-
12
296
SM7). The optimal working conditions, as well as the nutrient concentrations have been
297
summarised in Table 2 (optimized conditions - O). The calculated optimum answer
298
established that it would be possible to produce 7.56 g/L butanol at 28 °C, pH 5.42 and
299
8.0 g/L CaCO3. In order to validate the model, this optimal point was tested by
300
fermenting non-detoxified corn stover hydrolysates. The results of model validation
301
yielded a butanol concentration of 5.38 ± 0.21 g/L, which is far from the estimated
302
value (7.56 g/L). In addition, other fermentation experiments were performed on
303
different days under similar circumstances obtaining variable butanol concentrations in
304
the range of 4.49-6.38 g/L. This lack of repeatability might be related to the inhospitable
305
nature of corn stover acid hydrolysate for bacteria [7], which could cause a selective
306
pressure on microorganisms via toxic effects that would lead to the survival of those
307
organisms with a higher resistance to inhibitors, which may not be the best butanol
308
producers. Even if the same spores batch of a bacterial strain is used in different
309
experiments, not all the individuals are identical and, in addition, can suffer genetic
310
changes during their development and reproduction causing a large amount of
311
phenotypical variability inside this environment. This potential selective pressure
312
generated by the toxic compounds could be faced by applying a detoxification step for
313
this corn stover hydrolysate. In any case, under other circumstances (detoxified
314
hydrolysates; Figure SM2) the optimized conditions (O) were proved to be superior to
315
the standard conditions (S) for C. saccharobutylicum DSM 13864 and therefore they
316
were maintained for further experiments.
317
Table 4 shows fermentation performances of non-detoxified corn stover hydrolysates
318
found in literature. The results from the present work are in agreement with other
319
comparable studies employing batch fermentations, where butanol concentrations of 0-
320
6.93 g/L were attained. However, these studies were carried out with hydrolysates
13
321
containing clearly higher initial sugar concentrations (52-75 g/L total sugars), which
322
highlights the good performance of the proposed pretreatment/fermentation process.
323
This satisfactory result could be due to the selection of the most appropriate strain for
324
this specific hydrolysate (DSM 13864). In addition, the registered sugar consumption of
325
83% is notably high, and it is near the values observed in semicontinuous reactors with
326
in-situ butanol recovery [32]. This fact could be related to the relatively low initial sugar
327
concentration in the broth and to the hypothetical formation of an extracellular
328
polysaccharide by C. saccharobutylicum DSM 13864; although other non-
329
polysaccharide forming strains, such as DSM 6423 and DSM 2152, had also shown
330
sugar consumption values above 70% (Figure 1).
331 332
3.4. Detoxification of corn stover hydrolysates
333
Due to the presence of inhibitors, corn stover hydrolysate was not readily fermentable,
334
and butanol production did not exceed the threshold of 4-6 g/L in spite of strain
335
screening, nutrient optimization and adjustment of fermentation conditions. Therefore,
336
after physicochemical pretreatment (0.89% H2SO4 w/w, 125°C, 5 min) and enzymatic
337
hydrolysis, corn stover hydrolysate was detoxified with three adsorption resins (Table
338
5). Most inhibitors were removed from the hydrolysates (especially 5-HMF and
339
phenolic compounds), but sugars were also retained by the resins (14.7-17.8%), which
340
implies an important loss of sugars for the subsequent fermentation process. These
341
detoxified hydrolysates were fermented during 96 h with C. saccharobutylicum DSM
342
13864. According to Figure 2a, the detoxification process did not clearly enhance
343
bacterial activity. In fact, butanol production in the best case (5.62 ± 0.02 g/L, with
344
Amberlite® XAD-4) was similar to that of the non-detoxified hydrolysate (p > 0.05). In
345
spite of the successful removal of inhibitors, ABE concentrations were not improved in
14
346
a significant way, probably because of the decrease in sugar concentrations caused by
347
the resin treatment (33.8-35.1 g/L initial sugars).
348
As a consequence, the ability of detoxified hydrolysate with higher sugar concentrations
349
to produce greater ABE yields was tested. For this experiment, a hydrolysate containing
350
about 50 g/L total sugars, obtained with an aqueous solution of 0.89% H2SO4 (w/w) at
351
160°C during 5 min (Table 3), was chosen and detoxified with the three resins. Inhibitor
352
concentrations were reduced by the resins, while sugar concentrations decreased by
353
11.9-13.2% (Table 5). Therefore, fermentations commenced with initial sugar
354
concentrations of 43.7-44.4 g/L, using the optimized nutrients and fermentation
355
conditions (O) (Table 2). The fermentation was finished after 72 h. The non-detoxified
356
hydrolysate was not fermentable, yielding barely 0.12 ± 0.04 g/L butanol (Figure 2b).
357
On the contrary, detoxified samples obtained butanol concentrations of 8.71 ± 0.03 g/L,
358
8.39 ± 0.23 g/L and 9.02 ± 0.11 g/L for resins Amberlite® XAD-4, Dowex® Optipore®
359
L-493 and Dowex® Optipore® SD-2, respectively. In addition, butanol concentrations
360
recorded for the sample detoxified with Dowex® Optipore® SD-2 were not
361
significantly different (p > 0.05) from those of the control, which indicates that any
362
potential inhibitory effects had been eliminated during detoxification. Therefore, the
363
pretreatment at 160 °C aiming at releasing more sugars was successful for ABE
364
fermentation, provided that a detoxification step is performed. This process implied a
365
clear improvement in butanol production (from 5.38 ± 0.21 g/L to 9.02 ± 0.11 g/L
366
butanol) and fermentation time (from 96 h to 72 h) in comparison to the previous values
367
obtained before detoxification (section 3.3). The fermentation of the hydrolysate
368
detoxified with resin Dowex® Optipore® SD-2 obtained 4.75 ± 0.25 g/L acetone, 9.02
369
± 0.11 g/L butanol, 0.39 ± 0.01 g/L ethanol, 2.17 ± 0.07 g/L acetic acid and 1.26 ± 0.07
15
370
g/L butyric acid, with a sugar consumption of 97.3 ± 0.27%, a butanol yield YB/S of
371
0.222 ± 0.003 g/g and a butanol productivity WB of 0.125 ± 0.002 g/(L·h).
372
The three adsorption resins used in the present study had been previously assessed for
373
the adsorption of phenolic compounds [33], for the in situ recovery of butanol from
374
fermentation broths [34] and for the detoxification of various lignocellulosic
375
hydrolysates, but they had never been used for the detoxification of corn stover
376
hydrolysates. Gao and Rehman [28] used the resin Dowex Optipore L-493 to
377
simultaneously adsorb inhibitors and butanol during the fermentation of an acid
378
hydrolysate of P. australis. The resin adsorbed 2.98% glucose, 4.85% xylose, 7.84%
379
acetic acid, 33.3% 5-HMF, 77.8% furfural and 95.1% total phenolic compounds.
380
Shukor et al. [35] detoxified the acid hydrolysate of palm kernel cake with Amberlite
381
XAD-4 and observed a reduction of 50% furfural and 77% 5-HMF, without losses of
382
glucose or mannose. On the other hand, Ezeji et al. [36] compared overliming and
383
Amberlite XAD-4 as detoxification methods for corn fiber hydrolysates and concluded
384
that overliming was superior, although the resin removed 60-80% furfural, 5-HMF and
385
ferulic acid. Sugar losses were 2.99% for overliming and 10.72% for the resin. Weil et
386
al. [37] subjected a corn fiber hydrolysate to detoxification with resins Amberlite XAD-
387
4 and XAD-7 and were able to remove 96% furfural. Our results are in agreement with
388
the reported removal ranges in the case of furfural, 5-HMF and phenolic compounds,
389
and are slightly higher in the case of acetic acid. However, sugar losses in the present
390
study (12-18%) are clearly higher than those mentioned in literature (0-11%).
391
Table 6 presents a literature summary of fermentation performances using detoxified
392
corn stover hydrolysates. Butanol production in the present work (9.02 g/L) is similar or
393
higher than that of other papers (0.36-14.5 g/L) and it is in the range of those
394
experiments where fermentations were started with sugar concentrations below 45 g/L
16
395
(7.1-11.5 g/L butanol). The most common detoxification techniques for this substrate
396
are dilution with water, overliming, washing of the solid biomass after physicochemical
397
pretreatment, alkaline peroxide and adsorption onto activated charcoal (Table 6). To the
398
best of the authors’ knowledge, this is the first time that polymeric resins are employed
399
for the detoxification of corn stover hydrolysate.
400 401
3.5. Two-stage gas stripping of fermentation broths
402
The detoxified hydrolysate was fermented, and the fermentation broth was subjected to
403
a two-stage gas stripping process. During the first stage, butanol concentration in the
404
fermentation broth decreased from 9.02 g/L to 2.07 g/L in 5 h, and a condensate
405
containing 169.26 g/L butanol was collected (Table 7). This implies solvent recoveries
406
(η) of 33.22% for acetone, 67.70% for butanol and 38.98% for ethanol, and selectivity
407
factors (α) of 9.61 for acetone, 22.38 for butanol and 10.85 for ethanol. Gas stripping
408
rates were 0.58 g/(L·h) for acetone, 1.39 g/(L·h) for butanol, 0.03 g/(L·h) for ethanol
409
and 2.00 g/(L·h) for ABE. These results are in the upper range of previously reported
410
values for gas stripping. Typical condensates of integrated fed-batch gas stripping
411
processes contain 20-120 g/L acetone, 17-113 g/L butanol and 7-21 g/L ethanol [17,
412
38]; with selectivity values of 0.45-30.5 for butanol and 4-30.5 for ABE; and gas
413
stripping ABE rates of 0.02-1.34 g/(L·h) [17, 39-40]. The gas stripping process was
414
successful despite the presence of an antifoaming agent, which is known to reduce
415
system performance [41]. The relatively high butanol concentration in this condensate,
416
notably above butanol solubility in water (7.4 g/100g at 298 K) [42], resulted in the
417
spontaneous separation of an aqueous and an organic phase. The organic phase had a
418
butanol concentration of 425.35 g/L. The aqueous phase, with a butanol concentration
419
of 88.70 g/L, was collected and subjected to a second gas stripping stage.
17
420
The second stage caused a decrease in butanol concentration in the feed solution from
421
88.70 g/L to 1.60 g/L in 1 h. In this case, a condensate containing 263.29 g/L butanol
422
was collected (Table 8). The recorded solvent recoveries (η) were 45.81% for acetone,
423
73.38% for butanol and 70.01% for ethanol. In this second gas stripping step, selectivity
424
factors (α) were lower than in the first stage, since solvent concentrations in the initial
425
feed solution were much higher at the beginning of the second stripping. Thus,
426
selectivity values (α) of 1.94 for acetone, 3.67 for butanol and 2.86 for ethanol were
427
attained. Gas stripping rates during this second stage were 46.9 g/(L·h) for acetone, 87.1
428
g/(L·h) for butanol, 3.79 g/(L·h) for ethanol and 27.6 g/(L·h) for ABE. It has been
429
reported that condensates of two-stage gas stripping processes contain 119-198 g/L
430
acetone, 337-451 g/L butanol and 21-23 g/L ethanol [38]. Once more, the condensate
431
spontaneously separated in two phases. The aqueous phase contained 129.67 g/L
432
butanol, a value which is above its solubility in water, but this fact could be explained
433
by the presence of 99.54 g/L acetone in this aqueous phase, which could have favoured
434
butanol solubility [15]. On the other hand, the organic phase contained 417.71 g/L
435
butanol, which is a high value similar to that obtained in the organic phase of the first
436
stripping stage. Figure 3 summarises butanol fate during the steps of the gas stripping
437
process. Total mass recoveries (sum of organic phase 1, organic phase 2 and aqueous
438
phase 2) reached 19.91% acetone, 60.28% butanol and 30.37% ethanol.
439 440
3.6. Implications of the proposed process for biorefineries
441
Previous studies on biobutanol production from corn stover have explored the main
442
technical issues related to ABE processes (pretreatment, hydrolysis, toxicity, bacterial
443
performance, fermentation conditions) through the use of different pretreatment
444
reagents and conditions [13, 43-45]; hydrolysate detoxification by various methods [7,
18
445
10, 19, 21, 43, 45-46] and the selection of mutant and wild type solventogenic
446
Clostridium strains [7, 10, 19, 43, 45-46].
447
Steam explosion, dilute sulfuric acid, dilute NaOH, organosolv and deep eutectic
448
solvents have been employed as physicochemical pretreatments for corn stover
449
hydrolysis (Table 4 and Table 6). Although dilute sulfuric acid pretreatment is frequent
450
at an industrial scale [12], the concentration of H2SO4 used in the present work (0.89%
451
w/w or ~0.54% v/v) is clearly below the values of 1-2% v/v reported in literature (Table
452
4 and Table 6), which constitutes an advantage from both an economic and
453
environmental perspective. In addition, the short pretreatment time (5 min) proposed
454
would require less energy consumption.
455
Current detoxification methods include overliming, evaporation, adsorption (onto resins
456
or activated charcoal) or biological methods (use of peroxidases and laccases) [12].
457
Among the adsorption methods, the use of polymeric resins has been determined as an
458
efficient method to detoxify biomassic hydrolysates, as well as a technique to remove
459
alcohols from the fermentation broth [28, 47]. In addition, polymeric resins potentiate
460
the reduction of the overall production cost due to their reusability without affecting the
461
process efficiency and in some cases without altering the sugar concentration contained
462
in the hydrolysate [28]. On the other hand, adsorption resins are regarded as an
463
expensive detoxification method [48]. However, the possibility of immobilising resins
464
inside columns to perform continuous processes and the recyclability of these materials
465
by regeneration make them attractive for industrial applications. Other detoxification
466
methods employing alkali addition or activated carbon can reduce acetic acid, furfural
467
and phenolic compounds concentration, but they can also induce salt formation, which
468
can be detrimental for Clostridium species [12]. Furthermore, detoxification techniques
469
by washing the solid biomass before the enzymatic hydroysis imply the loss of the
19
470
pentoses and other hemicellulosic sugars released during the physicochemical
471
pretreatment. In comparison to detoxification by washing (Table 4, Table 6), resins
472
could entail water savings. Sainio et al. [49] proved that the resin Amberlite XAD-16
473
(similar to XAD-4) could be regenerated with a 50% ethanol aqueous solution in order
474
to remove fermentation inhibitors such as furfural. Weil et al. [37] confirmed the
475
regenerability of the resin Amberlite XAD-4 with ethanol. Therefore, if adsorption
476
resins were used for inhibitor removal at industrial scale in ABE biorefineries, they
477
could be regenerated by washing them with the same solvents recovered from the
478
fermentation broth (acetone or ethanol), thus obtaining a solution rich in furans and
479
phenolic compounds which could also have commercial value.
480
Corn stover hydrolysates have been subjected to ABE fermentation employing several
481
wild strains [7, 10, 19, 21, 31, 32, 44, 46], or modified strains [43, 45, 50]. However,
482
their correct performance is frequently related to high initial sugar concentrations in the
483
fermentation broth or to the application of detoxification methods involving the use of
484
non-recyclable reagents (Table 4 and Table 6). The screening of an adequate strain,
485
which are able to survive in a specific hydrolysate, can improve ABE fermentation in a
486
substantial way.
487
Regarding solvent recovery, the application of integrated processes (which remove
488
acetone, butanol and ethanol as they are being produced in the fermentation broth), like
489
gas stripping, liquid-liquid extraction, vacuum fermentation, adsorption, reverse
490
osmosis, pervaporation and perstraction, has been extensively reviewed [40, 51-54].
491
Gas stripping has been usually tested as an integrated (in situ) recovery technique; but
492
these operating conditions can increase the whole process energy requirements [51]. It
493
has been observed that gas stripping is also successful when applied upon completion of
494
the fermentation, which requires much shorter stripping times [55]. In the present work,
20
495
a total stripping time of 6 h has been proven efficient for solvent recovery. Therefore,
496
off-line recovery techniques could be attractive alternatives in order to reduce energetic
497
costs.
498 499
4. Conclusions
500
It is possible to pretreat corn stover by employing low H2SO4 concentrations (0.89%
501
w/w) and yet release about 75% of its constitutive carbohydrates after enzymatic
502
hydrolysis. However, high temperatures (160 °C) are necessary to guarantee an efficient
503
pretreatment. Due to the presence of fermentation inhibitors in the hydrolysate,
504
selecting appropriate strains and detoxification steps are essential to carry out a
505
successful ABE fermentation. Despite the fact that in this study one of the highest-ever
506
butanol values has been obtained without the necessity of using genetically improved
507
bacterial strains, it would be useful to test the whole butanol production workflow
508
proposed in this paper with some hyerproducing solventogenic strain, for instance C.
509
beijerinckii P260. The use of polymeric adsorption resins immobilised in columns for
510
the detoxification is an attractive alternative, since they may be regenerated and reused
511
by washing them with organic solvents (ethanol, acetone); this could imply the
512
simultaneous recovery of retained phenolic compounds and furans. The present method
513
(including pretreatment, detoxification and fermentation) enabled the production of 43.9
514
g acetone/kg corn stover, 83.4 g butanol/kg corn stover and 3.61 g ethanol/kg corn
515
stover. These solvents could be recovered from the fermentation broth by two-stage gas
516
stripping, producing condensates with 46-91 g/L acetone, 169-263 g/L butanol and 4.5-
517
13.2 g/L ethanol, which separated spontaneously into an aqueous and an organic phase,
518
the latter containing 38-99 g/L acetone, 418-425 g/L butanol and 4.2-13.9 g/L ethanol.
519
21
520
Acknowledgements
521
The authors thank Novozymes China for kindly providing the enzymes. Authors thank
522
R. Antón del Río, N. del Castillo Ferreras and G. Sarmiento Martínez for their technical
523
help.
524 525
Funding
526
The present work has been performed as part of the H2020-WASTE-2015-two-stage
527
Agrocycle project (Sustainable techno-economic solutions for the agricultural value
528
chain. GA - 690142), funded by the European Union’s Horizon 2020 Research and
529
Innovation Programme. MH-V is supported by a postdoctoral contract (DOC-INIA,
530
grant number DOC 2013-010) funded by the Spanish National Institute for Agricultural
531
and Food Research and Technology (INIA) and the European Social Fund.
532 533
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30
TABLES Table 1. Chemical composition of corn stover. Note: Xylan comprises xylan, galactan and mannan.
Total carbohydrates (%) Soluble sugars (%) Glucan/Cellulose (%) Hemicellulose (%) - Xylan (%) - Arabinan (%) Klason lignin (%) Protein (%) Fat (%) Moisture (%) Ashes (%) Phenolic compounds (mg/g)
Corn stover 57.2 2.00 31.9 17.4 15.5 1.90 15.2 3.29 0.57 12.5 5.36 6.10
Table 2. Different nutrient supplementation and fermentation conditions applied to corn stover hydrolysates. Standard (S) Optimized (O) Nutrients Yeast extract (g/L) 5.0 KH2PO4 (g/L) 1.0 K2HPO4 (g/L) 0 NH4Cl (g/L) 2.1 MgSO4·7H2O (g/L) 0.2 FeSO4·7H2O (g/L) 0.01 MnSO4·7H2O (g/L) 0 Cysteine (g/L) 0.5 CaCO3 (g/L) 5.0 Fermentation conditions Temperature (°C) 35 Initial pH 6.00 Shaking (rpm) 100
5.0 1.0 1.0 2.1 0.2 0.01 0.01 0 8.0 28 5.42 100
Table 3. Composition of corn stover hydrolysates after H2SO4 pretreatment and enzymatic hydrolysis under various temperatures and acid concentrations in the physicochemical pretreatment. (*) Note: Numbers between brackets indicate the percentage of sugar recovery considering the total carbohydrate content of corn stover. Physicochemical pretreatment (0.89% H2SO4, 5 min) + Enzymatic hydrolysis
Physicochemical pretreatment (125°C, 5 min) + Enzymatic hydrolysis
125 °C
135 °C
145 °C
160 °C
0.89% H2SO4
1.13% H2SO4
1.37% H2SO4
1.60% H2SO4
1.84% H2SO4
Cellobiose
1.36
1.59
1.87
1.18
1.36
1.38
1.17
1.33
0.21
Glucose
21.7
20.8
23.3
29.8
21.7
20.7
19.1
21.1
17.9
Xylose
15.7
15.5
17.7
17.8
15.7
15.1
14.3
15.7
14.6
Rhamnose
< 0.05
< 0.05
< 0.05
< 0.05
< 0.05
< 0.05
< 0.05
< 0.05
0.14
Arabinose
1.69
1.82
1.76
1.67
1.69
1.77
1.73
1.8
1.85
40.5 (61%)
39.7 (59%)
44.6 (66%)
50.4 (75%)
40.5 (61%)
39.0 (56%)
36.3 (54%)
40.0 (59%)
34.7 (48%)
Formic acid
0.08
0.10
0.14
0.17
0.08
0.09
0.09
0.12
0.12
Acetic acid
2.47
2.6
2.93
3.25
2.47
2.52
2.44
2.73
2.95
< 0.02
< 0.02
0.04
0.09
< 0.02
0.03
0.03
0.04
0.05
5-HMF
0.16
0.12
0.23
0.43
0.16
0.08
0.09
0.11
0.09
Furfural
0.05
0.07
0.22
0.64
0.05
0.08
0.08
0.10
0.12
Phenolic compounds
1.06
1.09
1.12
1.24
1.06
1.15
1.19
1.23
1.38
Concentration (g/L) Sugars
Total sugars* Inhibitors
Levulinic acid
Table 4. Comparison of ABE fermentations from non-detoxified corn stover hydrolysates. Note: In all cases, an enzymatic hydrolysis was performed after physicochemical pretreatment.
Initial sugars (g/L)
A (g/L)
B (g/L)
E (g/L)
Sugar consumption (%)
t (h)
Reference
n.a.
15.2
n.a.
93
24
[32]
C. beijerinckii P260
0
0
0
0
n.a.
[7]
75.0
C. beijerinckii NCIMB 8052
2.30
3.70
n.a.
20
48
[19]
Batch.
52.0
C. acetobutylicum zzu-02
n.a.
6.93
n.a.
n.a.
n.a.
[10]
Batch.
52.0
C. beijerinckii zzu-01
n.a.
5.24
n.a.
n.a.
n.a.
[10]
Batch.
40.5
C. saccharobutylicum DSM 13864
2.70
5.38
0.27
83
96
This work
Batch.
47.2
C. saccharobutylicum DSM 13864
<0.05
0.12
<0.05
3.6
72
This work
Pretreatment
Other
Steam, 3% SO2. Water:solid 2:1. 160°C, 30 min.
Semicontinuous. In situ recovery (liquid-liquid).
81.0
C. acetobutylicum P262
H2SO4 1%, v/v. 160°C, 20 min. ~8% solid.
Batch.
60.0
H2SO4 2%, v/v. Steam explosion 0.7 MPa, 150°C, 15 min.
Batch.
Steam explosion 1.5 MPa.
Steam explosion 1.5 MPa. H2SO4 0.89%, w/w (~0.54% v/v). 125°C, 5 min. 10% solid. H2SO4 0.89%, w/w (~0.54% v/v). 160°C, 5 min. 10% solid.
n.a.: Not available.
Strain
Table 5. Concentrations of total sugars and inhibitors in corn stover hydrolysates after detoxification with three adsorption resins. Percentage changes are shown between brackets. Total sugars (g/L)
Formic acid (g/L)
Acetic acid (g/L)
Levulinic acid (g/L)
5-HMF (g/L)
Furfural (g/L)
Phenolic compounds (g/L)
Pretreatment at 125 °C, 0.89% H2SO4 w/w, 5 min Undetoxified
41.2
0.07
2.57
≤ 0.02
0.10
0.03
1.17
Amberlite® XAD-4 Dowex® Optipore® L-493 Dowex® Optipore® SD-2
35.1 (-14.7%)
0.07 (0%)
2.10 (-18.3%)
≤ 0.02 (0%)
0.02 (-80.0%)
≤ 0.02 (-33.3%)
0.19 (-83.8%)
33.8 (-17.8%)
0.06 (-14.3%)
1.78 (-30.7%)
≤ 0.02 (0%)
0.02 (-80.0%)
≤ 0.02 (-33.3%)
0.05 (-95.7%)
34.0 (-17.4%)
0.07 (0%)
2.06 (-19.8%)
≤ 0.02 (0%)
0.02 (-80.0%)
≤ 0.02 (-33.3%)
0.01 (-99.2%)
Pretreatment at 160 °C, 0.89% H2SO4 w/w, 5 min Undetoxified
50.4
0.10
3.61
0.08
0.36
0.78
1.43
Amberlite® XAD-4 Dowex® Optipore® L-493 Dowex® Optipore® SD-2
43.7 (-13.2%)
0.10 (0%)
2.95 (-18.3%)
≤ 0.02 (-75.0%)
≤ 0.02 (-94.4%)
≤ 0.02 (-97.0%)
0.19 (-86.7%)
44.4 (-11.9%)
0.11 (10.0%)
2.57 (-28.8%)
≤ 0.02 (-75.0%)
≤ 0.02 (-94.4%)
≤ 0.02 (-97.0%)
0.10 (-93.0%)
44.1 (-12.5%)
0.11 (10.0%)
2.93 (-18.8%)
≤ 0.02 (-75.0%)
≤ 0.02 (-94.4%)
≤ 0.02 (-97.0%)
0.06 (-95.8%)
Table 6. Comparison of ABE fermentations from corn stover hydrolysates detoxified with several methods. Note: In all cases, an enzymatic hydrolysis was performed after physicochemical pretreatment.
Pretreatment
Detoxification
Initial sugars (g/L)
Other
Strain
A (g/L)
B (g/L)
E (g/L)
Sugar consump. (%)
t (h)
Reference
Dilution with water 1:1
Batch
60.0
C. beijerinckii P260
4.70
10.4
0.90
62
96
[7]
Dilution with wheat straw hydrolysate 1:1
Batch
59.3
C. beijerinckii P260
5.10
12.3
0.64
70
84
[7]
Overliming
Batch
60.3
C. beijerinckii P260
8.00
14.5
3.77
99
85
[7]
Overliming
Batch
39.0
C. beijerinckii P260
5.55
6.04
0.89
89
96
[21]
Overliming
SSF
39.0
C. beijerinckii P260
4.82
8.98
0.40
87
73
[21]
Overliming
SSF and recovery
39.0
C. beijerinckii P260
8.10
11.6
1.11
100
60
[21]
Overliming
Batch
75.0
C. beijerinckii NCIMB 8052
7.80
10.4
0.41
71
48
[19]
Washing
Batch
53.5
C. acetobutylicum ATCC 824
1.15
0.36
2.20
52
72
[46]
Alkaline peroxide, 4% H2O2, 1% NaOH, 24 h. 10% solid biomass
Batch
45.0
C. acetobutylicum ATCC 824
̴2.70
̴8.30
̴1.20
96
72
[46]
Activated charcoal 7.5% (w/v), 30°C, 150 rpm, 12 h
Batch
49.0
C. acetobutylicum ATCC 824
̴2.50
̴8.40
̴1.50
91
72
[46]
Steam explosion 1.5 MPa.
Washing
Batch
57.5
C. acetobutylicum zzu-02
4.14
9.88
1.80
98
70
[10]
NaOH 2%, 121°C, 30 min.
Washing
Batch
71.3
C. beijerinckii CC101 (adaptative mutant)
7.50
11.2
1.10
68
57
[45]
H2SO4 1%, v/v. 160°C, 20 min. ~8% solid.
H2SO4 2%, v/v.Steam explosion 0.7 MPa, 150°C, 15 min.
Steam explosion, 1.1 MPa, 4 min.
Pretreatment
Detoxification
Other
Initial sugars (g/L)
Strain
A (g/L)
B (g/L)
E (g/L)
Sugar consump. (%)
t (h)
Reference
Deep eutectic solvents, 130°C, 2 h.
Washing
Batch
48.2
C. saccharobutylicum DSM 13864
̴1.20
5.63
̴0.30
71
48
[31]
Twin-screw extrusion, NaOH 8%, 99°C, 1 h. 33% solid.
Washing
Batch
42.4
C. acetobutylicum ATCC 824
̴2.70
7.10
̴1.20
93
72
[44]
Organosolv (60% ethanol, 4% NaOH), 110°C, 90 min.
Washing
Batch
30.0
C. beijerinckii NCIMB 4110 (mutant)
-
9.90
-
̴95
72
[43]
H2SO4 0.89%, w/w (~0.54% v/v). 125°C, 5 min. 10% solid.
Resin Dowex Optipore® SD-2
Batch
31.7
C. saccharobutylicum DSM 13864
3.70
5.58
0.28
96
96
This work
H2SO4 0.89%, w/w (~0.54% v/v). 160°C, 5 min. 10% solid.
Resin Dowex Optipore® SD-2
Batch
41.7
C. saccharobutylicum DSM 13864
4.75
9.02
0.39
97
72
This work
Table 7. Performance indicators of the first gas stripping stage for the fermented detoxified corn stover hydrolysate.
Fermentation broth Condensate
Volume (mL)
Acetone (g/L)
Butanol (g/L)
Ethanol (g/L) 0.42
Acetic acid (g/L) 1.61
Butyric acid (g/L) 0.95
Initial
3243
5.02
9.02
Final
3126
2.11
2.07
0.28
1.10
0.75
Mixture
117
46.26
169.26
4.53
< 0.05
< 0.05
Aqueous phase Organic phase
89
48.87
88.70
4.65
< 0.05
< 0.05
28
37.96
425.35
4.17
< 0.05
< 0.05
Table 8. Performance indicators of the second gas stripping stage applied to the aqueous phase from the first gas stripping stage.
Aqueous phase from the 1st stripping Condensate
Volume (ml)
Acetone (g/L)
Butanol (g/L)
Ethanol (g/L) 4.65
Acetic acid (g/L) < 0.05
Butyric acid (g/L) < 0.05
Initial
89
48.87
88.70
Final
67
2.01
1.60
0.86
< 0.05
< 0.05
Mixture
22
90.57
263.29
13.17
< 0.05
< 0.05
Aqueous phase Organic phase
12
99.54
129.67
13.19
< 0.05
< 0.05
10
98.59
417.71
13.88
< 0.05
< 0.05
FIGURES
Fermentation metabolites (g/L)
8 7
100 90 80
6 70 5
60
4
50 40
3
30 2 20 1
Sugar consumption (%)
Acetone Butanol Ethanol Acetate Butyrate Isopropanol Total sugars
10
0
0 M DS
86 13
4 M DS
64
23
6 2 3 2 1 8 0 52 20 22 28 51 32 92 52 79 55 79 50 -53 21 18 64 62 M 17 14 CT M M M M M SM SM SM SM LB DS M E S S S S S D D D D R C D D D D D DS NR
Figure 1. Sugar consumption and ABE parameters for a 96-h fermentation of nondetoxified corn stover hydrolysates (pretreatment 125 °C, 5 min, 0.89% w/w H2SO4) by several Clostridium strains.
100
8 7
b
95
b
6
b b
5
90
4 85
3 2
80
1 0
75 ol nt r Co
a
10
d Un
e xifi eto
d
Am
4 -2 93 DSD L-4 XA ore ore ptip ptip O O x x we we Do Do
100
a cd
9
c
ad
8
80
7 6
60
5 4
40
3 2
20
1
0 n Co
b
Acetone Butanol Ethanol Acetate Butyrate Total sugars
b
0
e rlit be
Sugar consumption (%)
105 a
Sugar consumption (%)
9
Fermentation metabolites (g/L)
Fermentation metabolites (g/L)
10
l tro d Un
eto
xif
ied
Am
4 -2 93 DSD L-4 XA ore ore ptip ptip O O x ex we ow Do
e rlit be D
Figure 2. Fermentation of corn stover hydrolysates before and after detoxification with three adsorption resins with C. saccharobutylicum DSM 13864. Different letters above butanol bars represent statistical differences among samples (p < 0.05). a) Pretreatment at 125°C, 0.89% H2SO4 w/w, 5 min. The control consisted of an aqueous solution containing 22 g/L glucose, 16 g/L xylose and nutrients. b) Pretreatment at 160°C, 0.89% H2SO4 w/w, 5 min. The control consisted of an aqueous solution containing 31 g/L glucose, 22 g/L xylose and nutrients. Note: More fermentation parameters are given in Table SM8.
Figure 3. Butanol recovery during the two-stage gas stripping process. Note: α, butanol selectivity factor; η, butanol recovery.
Highlights • A complete workflow for butanol production from corn stover has been developed. • Corn stover is efficiently pretreated with very dilute H2SO4 (0.89% w/w). • Corn stover hydrolysates can be detoxified with reusable polymeric resins. • The use of appropriate strains enables proper ABE production in this complex matrix. • Offline gas stripping is efficient for butanol recovery from fermentation broths.
Declaration of interests ⌧ The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. ☐The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: