Accepted Manuscript Enhanced mannan-derived fermentable sugars of palm kernel cake by mannanase-catalyzed hydrolysis for production of biobutanol Hafiza Shukor, Peyman Abdeshaihian, Najeeb Kaid Nasser Al-Shorgani, Aidil Abdul Hamid, Norliza A. Rahman, Mohd Sahaid Kalil PII: DOI: Reference:
S0960-8524(16)30901-4 http://dx.doi.org/10.1016/j.biortech.2016.06.084 BITE 16706
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Bioresource Technology
Received Date: Revised Date: Accepted Date:
16 April 2016 21 June 2016 22 June 2016
Please cite this article as: Shukor, H., Abdeshaihian, P., Al-Shorgani, N.K.N., Hamid, A.A., Rahman, N.A., Kalil, M.S., Enhanced mannan-derived fermentable sugars of palm kernel cake by mannanase-catalyzed hydrolysis for production of biobutanol, Bioresource Technology (2016), doi: http://dx.doi.org/10.1016/j.biortech.2016.06.084
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1
Enhanced mannan-derived fermentable sugars of palm kernel cake by mannanase-catalyzed hydrolysis for production of biobutanol
Hafiza Shukor a,b, Peyman Abdeshaihian c, Najeeb Kaid Nasser Al-Shorganid, Aidil Abdul Hamide, Norliza A. Rahman a, Mohd Sahaid Kalil a,* a
Department of Chemical and Process Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, 43600 Bangi, Selangor, Malaysia b
School of Bioprocess Engineering, Universiti Malaysia Perlis, Kompleks Pusat Pengajian Jejawi 3, 02600 Arau, Perlis, Malaysia c
Department of Microbiology, Masjed Soleyman Branch, Islamic Azad University, Masjed Soleyman, Iran d
Department of Applied Microbiology, Faculty of Applied Sciences, Taiz University, 6803 Taiz, Yemen e
School of Biosciences and Biotechnology, Faculty of Sciences and Technology, Universiti Kebangsaan Malaysia, 43600 Bangi, Selangor, Malaysia Email address of authors Hafiza Shukor:
[email protected] Peyman Abdeshaihian:
[email protected] Mohd Sahaid Kalil:
[email protected] *Corresponding author Full name: Mohd Sahaid Kalil Tel: +60193345042 E-mail:
[email protected] Address: Department of Chemical and Process Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, 43600 Bangi, Selangor, Malaysia
2
1
Abstract
2 3
Catalytic depolymerization of mannan composition of palm kernel cake (PKC) by mannanase
4
was optimized to enhance the release of mannan-derived monomeric sugars for further
5
application in acetone-butanol-ethanol (ABE) fermentation. Efficiency of enzymatic hydrolysis
6
of PKC was studied by evaluating effects of PKC concentration, mannanase loading, hydrolysis
7
pH value, reaction temperature and hydrolysis time on production of fermentable sugars using
8
one-way analysis of variance (ANOVA). The ANOVA results revealed that all factors studied
9
had highly significant effects on total sugar liberated (P<0.01). The optimum conditions for PKC
10
hydrolysis were 20% (w/v) PKC concentration, 5% (w/w) mannanase loading, hydrolysis pH
11
4.5, 45 oC temperature and 72 h hydrolysis time. Enzymatic experiments in optimum conditions
12
revealed total fermentable sugars of 71.54 ± 2.54 g/L were produced including 67.47 ± 2.51 g/L
13
mannose and 2.94 ± 0.03 g/L glucose. ABE fermentation of sugar hydrolysate by Clostridium
14
saccharoperbutylacetonicum N1-4 resulted in 3.27 ±1.003 g/L biobutanol.
15 16 17
Keywords
18
Palm kernel cake; Enzymatic hydrolysis; Mannanase; Mannan-derived monomeric sugar;
19
Biobutanol production
20 21 22
3
23
1. Introduction
24
In recent years, increasing utilization of oil-derived fuels has brought about environmental
25
concerns including air pollution and global warming which are due to the high emission of
26
carbon dioxide (CO2), nitrous oxide (N2O) and other greenhouse gases (Rahimnejad et al., 2015;
27
Williams et al., 2012 ). Biofuel is known as a green and renewable alternative to the fossil fuel
28
to alleviate climate change effects and to diminish dependency on oil-based transportation fuels
29
(Kumar et al., 2016; Medipally et al., 2015). Butanol is a bio-based fuel and an adaptable
30
chemical which can be applied for the synthesis of a variety of industrial products.
31
Acetone-Butanol-Ethanol (ABE) process for biobutanol production is hampered by a high cost of
32
raw materials, which in turn affects the economics and feasibility of butanol production process
33
(Guan et al., 2016).
34
Lignocellulosic biomass serves the most appropriate feedstock for fermentation derived
35
biofuels such as butanol, owing to its environmental abundance, the high quantity of sugar
36
composition and a low price (Sindhu et al., 2016). Various agriculturally based lignocellulosic
37
substances have been studied as a potential carbon source for biobutanol production. The
38
lignocellulosic structure of the agro-industrial residues are mostly composed of cellulose and
39
hemicellulose which are connected with lignin by covalent bonds (Bansal et al., 2012).
40
Oil palm is a main economic crop in tropical and subtropical regions which is largely
41
utilized for the production of vegetable oil. Malaysia is one of the leading countries in the
42
production of palm oil in the world. It has been reported that in 2015, a quantity of 19,961,581
43
tonnes of crude palm oil was produced in Malaysia (MPOB, 2016).
44
Palm kernel cake (PKC) is one of the main waste products of palm oil industry which is
45
obtained after pressing and oil extraction process from palm kernels. According to the statistics
4 46
presented by Malaysia Palm Oil Board (MPOB), 2,519,990 tones of PKC was produced from
47
palm oil industry of Malaysia in 2015 (MPOB, 2016) indicating that PKC is referred as a
48
renewable biomass feedstock for the production of bio-based chemicals. PKC contains a
49
relative high amount of carbohydrate which represents a potential raw material for biorefinery
50
system and industrial biochemical processes. Biochemical studies on PKC composition have
51
revealed that carbohydrate content of PKC is comprised of a high quantity of mannan. In this
52
regard, it has been estimated that mannan constitutes 57.8% of hemicellulose content of PKC
53
composition (Azman et al., 2016; Cerveró et al., 2010).
54
Mannan is known as an important hemicellulose in PKC which is mainly found as a
55
linear (1
56
content of PKC is linked to galactose by (1
57
galactomannan (Cerveró et al., 2010). Mannanase , a hemicellulolytic enzyme, is categorized
58
under the glycosyl hydrolase family 5, 26 and 113 that hydrolyzes the mannan backbone by
59
random cleavage of β-mannosidic linkages to release mannobiose units with different quantities
60
of other manno-oligosaccharides (Eom et al., 2016; Wang et al., 2016).
61
4) linked β-D-mannopyranose backbone. Moreover, a low quantity of mannan 6) linked α-D-galactopyranose to form
Enzymatic saccharification of lignocellulosic substances is a key approach for the
62
production of fermentable sugars for further utilization in biofuel production. Enzymatic
63
hydrolysis entails the conversion of carbohydrate polymers into monomeric sugars. The
64
efficiency of enzymatic degradation of polysaccharides can be affected by different factors
65
including substrate concentration, enzyme loading, pH of hydrolysis reaction and incubation
66
temperature of enzymatic hydrolysis (Geng et al., 2015; Sun and Cheng, 2002). In order to attain
67
the highest effect of enzymatic hydrolysis on carbohydrate substances, the optimization of
68
reactor conditions is necessary. In this view, when enzyme hydrolysis is not performed under
5 69
optimum conditions, elevated enzyme preparations may be consumed compared to that in
70
optimized conditions, which in turn influences the overall cost of the hydrolysis process for the
71
release of fermentable sugars. Hence, the optimization of enzymatic hydrolysis of cellulosic
72
biomass could be of economic interest for researchers to produce biofuel from biomass
73
feedstocks in an economically viable process.
74
However, little work has been carried out to hydrolyze mannan content of PKC to release
75
mannan-derived
76
depolymerization of mannan content of PKC by mannanase enzyme for biobutanol production in
77
ABE process is very limited.
78
monomeric sugars.
Furthermore,
the current
knowledge
about
the
Considering PKC as a potential mannan rich source and the high abundance of PKC with
79
a low price in Malaysia, the current study was performed to utilize PKC for the extraction of
80
mannan-derived reducing sugars by mannanase-catalyzed hydrolysis process. The operating
81
conditions of enzyme reaction were optimized to achieve the highest amount of fermentable
82
sugars which subsequently were utilized for the production of butanol by Clostridium
83
saccharoperbutylacetonicum N1-4 in ABE fermentation process.
84
2. Materials and methods
85
2.1. PKC preparation and enzymatic hydrolysis
86
PKC was utilized as mannan-based substrate for enzymatic hydrolysis. PKC was obtained from
87
FELDA Pasir Gudang, Johor, Malaysia. PKC was ground and passed through a 600 µm mesh
88
sieve to obtain fine and uniform PKC particles. Enzymatic hydrolysis of PKC was carried out in
89
a 250 mL Schoot Duran bottle using mannanase enzyme (Habio Bioengineering Co, Ltd).
90
Enzyme solution was prepared by dissolving defined amount of solid form of mannanse in
6 91
0.2mM sodium acetate buffer (pH 4). Different quantities of PKC were dissolved in enzyme
92
solution to make a working volume of 200 ml. The effect of different reaction factors on PKC
93
hydrolysis such as PKC concentration, enzyme loading, reaction temperature, pH value of
94
enzymatic reaction and hydrolysis reaction time were studied. Table 1 shows the range of levels
95
used for factors considered in enzymatic hydrolysis of PKC by mannanase. The effect of factors
96
tested on mannanase hydrolysis of PKC was studied by measuring the amount of fermentable
97
sugars released. All experiments of enzymatic hydrolysis of PKC were conducted at an agitation
98
rate of 170 rpm.
99
2.2. Microorganism preparation
100
Microbial strain Clostridium saccharoperbutylacetonicum N1-4 was obtained from
101
Biotechnology Lab in the Chemical and Process Engineering Department, Universiti
102
Kebangsaan Malaysia (UKM). C. saccharoperbutylacetonicum N1-4 is one of the most
103
important butanol producing bacteria with high efficiency for the synthesis of butanol using
104
sugar-based substrates. In this regard, this strain has successfully been employed for the efficient
105
production of butanol in ABE fermentation using various sugar sources and agro-industrial waste
106
biomass (Al-Shorgani et al., 2015; Chen et al., 2013; Noguchi et al., 2013) . For inoculums
107
preparation, a volume of 1 mL stock culture was transferred into potato glucose (PG) medium
108
with subsequent heat shock and cool shock in which culture was heated at boiling water (100 oC)
109
for 1 min and immediately placed at cold water for 30 second to activate spore form of clostridial
110
cells. Seed culture was incubated anaerobically for 1-2 days at 30°C. Inoculum preparation was
111
carried out by transferring 10% (v/v) of the seed culture into tryptone–yeast extract–acetate
112
(TYA) medium and incubating culture at 30°C for 18 h under anaerobic conditions.
7 113
In this regard, 10% (v/v) microbial inoculum has been found as a suitable inoculation of C.
114
saccharoperbutylacetonicum N1-4 for butanol production in ABE process (Al-Shorgani et al.,
115
2015; Noguchi et al., 2013 ) . PG medium consisted of following components (g/L): potato, 150;
116
glucose, 10; CaCO3, 3 and (NH4)2SO4, 0.5. Moreover, TYA medium was composed of chemicals
117
are as follows (g/L): tryptone, 6; yeast extract, 2; ammonium acetate, 3; KH2PO4, 0.5;
118
MgSO4.7H2O, 0.3, and FeSO4.7H2O, 0.01 (Al-Shorgani et al., 2015) .
119 120
2.3. ABE fermentation
121
ABE fermentation for biobutanol production was conducted in a 100 mL serum bottle with a
122
working volume of 50 mL. PKC hydrolysate liberated from enzymatic hydrolysis reaction was
123
used as a substrate for biobutanol production by C. saccharoperbutylacetonicum N1-4. ABE
124
fermentation medium was prepared by an addition of P2 medium components into 1 litter of
125
PKC hydrolysate, followed by sterilization of medium at 121°C for 15 min using an autoclave.
126
The chemical composition of P2 medium was as follows (g/L): yeast extract, 1; MnSO4.4H2O,
127
0.01; K2HPO4,0.75 ; MgSO4.7H2O, 0.4; KH2PO4,0.75 ; FeSO4.7H2O, 0.01; NH4NO3, 2;
128
Cysteine, 0.5; and 1ml solution containing 1mg/L 4-aminobenzoic acid and 80µg/L biotin.
129
Subsequently, anaerobic conditions inside the bottles were provided by sparging oxygen-free
130
nitrogen to the void space of the bottles for 10 min using a membrane air filter (0.22 µm pore
131
size). All air filter and air tube set were sterilized by the autoclave prior to utilization.ABE
132
fermentation medium was inoculated by transferring 10% (v/v) of fresh inoculum of
133
C.saccharoperbutylacetonicum N1-4. Inoculated culture medium was incubated at the
134
temperature of 30oC for 240 h. Initial pH of ABE fermentation medium was adjusted to 6.5 using
135
a solution of 6 M NaOH.
8 136
2.4. Analytical methods
137
Sugars concentrations were measured by a high performance liquid chromatography (HPLC
138
12000 Series, Agilent technologies, Palo Alto, CA, USA) using Rezex RPM-Monosaccharide
139
Pb+2 (8%) column (300 × 7.8 mm ID) with a refractive index detector (RID) at 60oC and a flow
140
rate 0.5mL/min using a water as a mobile phase. Concentrations of solvents (acetone, butanol
141
and ethanol) were measured using a gas chromatograph (7890A GC-System; Agilent
142
Technologies, Palo Alto, CA, USA) equipped with a flame ionization detector and a 30-
143
mcapillary column (Equity 1; 30 m×0.32 mm×1.0µm film thickness; Supelco, Bellefonate, PA,
144
USA). The oven temperature was programmed to increase from 40°C to 130°C at a rate of
145
8°C/min. The injector and detector temperatures were set at 250°C and 280°C, respectively.
146
Helium, as the carrier gas, was set at a flow rate of 1.5mL/min. Biochemical composition of PKC
147
such as protein, fat, carbohydrate, and nutrient was measured by UNIPEQ Sdn. Bhd. (870956-
148
D), Blok A, M-MTDC Pusat Teknologi, UKM.
149 150
2.5. Statistical analysis
151 152
The experimental data were analyzed using Statistical Package for Social Sciences (SPSS)
153
analytical tool based on one-way analysis of variance (ANOVA) to determine the significant
154
effects of the factors tested on the total fermentable sugar production. Turkey’s Post Hoc tests
155
were carried out to know the multiple comparisons and interaction between the different levels of
156
factors under consideration.
157 158 159
9
160
3. Results and discussion
161
3.1. Analysis of PKC composition
162 163
Compositional analysis for PKC shows that this substrate contains a high amount of
164
carbohydrate compared to crude protein and fat. Obviously, the carbohydrate content formed
165
60.3% (w/w) of PKC particles, followed by crude protein and fat representing 22% and 4.6%
166
(w/w), respectively. Similar to this study, Cerveró et al. (2010) found that carbohydrate
167
constitutes 50% of PKC. High carbohydrates content is a favorable property for PKC to be used
168
as a promising carbohydrate rich feedstock in the production of fermentable sugars with an
169
application in biobutanol synthesis.
170
On other hand, the protein composition of PKC was relatively high (22g/100g PKC)
171
which make it a potential substrate for animal feed utilization. PKC also contained certain types
172
of nutrient and minerals such as manganese (161.56 mg/kg PKC), phosphorus (0.84 mg/kg
173
PKC), calcium (533.52 mg/kg PKC), iron (310.35 mg/kg PKC), potassium (6190.86 mg/kg
174
PKC) and sodium (382.52 mg/kg PKC). The presence of heavy metals such as arsenic
175
(0.018mg/kg PKC) and cadmium (0.024 mg/kg PKC) at low concentrations seems not to give
176
deleterious effects on the production of biobutanol.
177 178
3.2. Effect of reaction conditions on hydrolysis of PKC using mannanase enzyme
179
3.2.1. Effect of PKC concentration
180
Substrate concentration plays a crucial role in enzymatic hydrolysis so that it affects the
181
efficiency of enzymatic depolymerization of many lignocellulosic materials. In order to study the
182
effect of PKC concentration on enzymatic saccharification of PKC by mannanase, hydrolysis
183
experiments were carried out using different PKC concentrations ranging from 5 to 20% (w/v)
10 184
with the fixed mannanase enzyme loading of 5% ( w/wpkc) at 45oC and pH 4.5 for 72h. Because
185
of the insolubility nature of lignocellulose, this heterogeneous hydrolysis reaction was carried
186
out directly by physical contact between the enzyme and the substrate. As depicted in Fig. 1, it is
187
evident that PKC concentration proportionally affected the total fermentable sugar released. As
188
can be found, the increment in PKC concentration resulted in a direct increase in the production
189
of simple sugars, which indicated that no substrate inhibition effect on enzyme hydrolysis
190
reaction occurred. In this regard, it has been noted that the extent of substrate inhibition depends
191
on the ratio of the total amount of substrate to enzyme so that increasing substrate concentration
192
to a certain value may cause substrate inhibition, which in turn leads to the lower hydrolysis
193
efficiency (Sun and Cheng, 2002).
194
As can be seen from Fig. 1, the concentration of mannose was enhanced gradually almost
195
two times from 4.53 ± 0.45 g/L to 9.56 ± 0.09 g/L when PKC concentration increased from 5%
196
to 10%. Obviously, a rise in PKC concentration from 10% to 15% and 20% improved the
197
quantity of mannose liberated to a lower extent. As can be found, the elevated PKC
198
concentration had no notable effects on glucose concentration. It can be related to the fact that
199
mannanase used in the enzymatic hydrolysis of PKC was aimed at depolymerizing mannan
200
structure of PKC to release mannose to a large extent. In this context, glucose could be liberated
201
from galactomannan component in PKC polysaccharide which includes a linear mannan
202
backbone with (1-6) linked α-D-galactopyranose side groups (Cerveró et al., 2010). A quantity
203
of 16.07 ± 3.54 g/L of mannose and 18.85 ± 4.07 g/L of total sugars were liberated when a
204
maximum of 20% (w/v) PKC concentration was used in enzyme hydrolysis by mannanase.
205
It is noteworthy that too high increase in substrate concentration will lead to limited
206
mixing and the reduction in homogeneity of hydrolysis reactor. This causes insufficient mass and
11 207
heat transfer, which substantially lowers the efficiency of hydrolysis ( Geng et al., 2015). The
208
one-way ANOVA analysis of results for the effect of PKC concentrations on mannanase
209
hydrolysis showed that PKC concentration had a significant effect (P<0.05) on total fermentable
210
sugar production (Table 2). In this view, Sun and Cheng (2002) have indicated that a rise in
211
substrate concentration normally results in the enhancement of the release of monomeric sugars
212
during hydrolysis time because of increment in the higher hydrolysing substrate.
213
3.2.2. Effect of mannanase loading
214
The cost of enzyme is a critical factor in enzymatic hydrolysis of lignocellulosic biomass and it
215
contributes to the total cost of biofuel production so that the optimization of enzyme loading
216
leads to reduce biobutanol product cost (Newman et al., 2013). In order to evaluate the effect of
217
mannanase loading, different enzymatic hydrolysis experiments were performed using a fixed
218
concentration of PKC (5% w/v) dissolved in enzyme solution (pH 4.5), at the reaction
219
temperature of 45oC for 72 h of hydrolysis reaction time. The effect of mannanase loading was
220
studied in the range of 0.5% to 10% (w/w of PKC). Fig. 2 illustrates the results obtained for
221
mannanas loading experiment. As is evident, a similar trend in the enhancement of mannose,
222
glucose and total sugar concentration occurred when mannanase loading for PKC hydrolysis
223
increased from 0.5 to 10% so that sugar concentrations increased up to 9.39 ± 0.33 g/L of
224
mannose and 11.62 ± 0.42 g/L of total sugar when 10% (w/w) mannanase loading was utilized.
225
This result may be attributed to the fact that the elevated mannanase loading could
226
increase the enzyme binding capacity to mannan with the higher diffusion of mannanase in the
227
solution, which in turn enhanced the conversion of mannan to mannose. In an attempt for
228
enzymatic hydrolysis of heat treated Eucalyptus globulus wood, the utilization of cellulolytic
12 229
enzymes with enzyme loading of 20 g/g substrate at 48.5 oC for 96 h resulted in the production
230
of 35.1 g/L glucose as the main monomeric sugar hydrolysate (Romani et al., 2010).
231
Similar to the effect of PKC concentration on enzymatic hydrolysis, the results of
232
statistical analysis revealed that generally, mannanase loading had a significant effect on the
233
improvement of the total sugar concentration (P<0.01) (Table 2). On the other hand, multiple
234
comparison result by SPSS showed that the production of the fermentable sugars at enzyme
235
loading of 5% (w/w) had no a significant difference (P=0.86) to that when 10% (w/w)
236
mannanase loading was used in which a total sugar of 11.31 g/L and 11.62 g/L were produced,
237
respectively (Fig. 2). Obviously, higher enzyme loading resulted in the enhancement of the
238
fermentable sugars, however, it should be taken into consideration that the cost of enzyme
239
preparation is a bottleneck in the hydrolysis process and it is essential to minimize enzyme
240
loading to attain economically viable hydrolysis process. Thus, the mannanase loading of 5%
241
was selected as the optimum enzyme loading for PKC hydrolysis.
242
3.2.3. Effect of pH value
243
Effect of pH of reaction medium on the enzymatic hydrolysis of PKC by mannanase was studied
244
using sodium acetate buffer at four different pH values, ranging from pH 4 to pH 5.5. For this
245
experiment, the enzymatic hydrolysis was carried out using 5% (w/v) PKC concentration with an
246
enzyme load of 0.5% (w/w PKC) at a temperature of 45oC for 72 h of enzymatic saccharification
247
time. Fig. 3 depicts the experimental results obtained for enzymatic hydrolysis of PKC at pH
248
values tested. It is obvious that increasing pH value of hydrolysis medium from 4 to 4.5
249
decisively enhanced the quantity of fermentable sugars to the maximum concentrations. As
250
shown in Fig. 3, the concentration of mannose was improved from 0.81 ± 0.00 g/L at pH 4 to the
13 251
highest level of 4.53 ± 0.45 g/L at pH 4.5 with the highest total sugar concentration of 6.47 ±
252
0.44 g/L.
253
Further increase in pH from 4.5 to 5.0 decreased the monomeric sugar production (Fig.
254
3). Further rise in pH value from 5 to 5.5, resulted in a low increase in the total sugar level from
255
5.95 ± 0.55 g/L to 6.19 ± 0.29 g/L which was still low compared to that at pH 4.5. The different
256
effect of pH values on the efficiency of enzyme reaction could be attributed to the fact that the
257
variations of pH value result in the changes of ionic form of active site, which leads to
258
denaturation of enzyme’s active site. This phenomenon affects the hydrolysis of substrate in
259
catalyzed reaction (Dhabhai et al., 2012). As can be observed from Table 2, the consideration of
260
one–way ANOVA result showed that the pH value of reaction medium had a significant effect
261
on the production of fermentable sugars using mannanase enzyme. The pH value of 4.5 appeared
262
to be the most suitable pH value for the mannanase-catalyzed hydrolysis of PKC. In this regard,
263
the studies on the enzymatic saccharification of lignocellulosic raw materials revealed that the
264
pH values of 4.8 was the optimum pH for enzymatic hydrolysis of cellulosic content of olive tree
265
waste (Cara et al., 2008).
266
3.2.4. Effect of reaction temperature
267
Temperature is an important factor which drastically affects enzyme hydrolysis process. In order
268
to study the effect of reaction temperature on enzyme hydrolysis of PKC, enzymatic experiments
269
were carried out at a varied temperature range of 40- 55°C. The trend of production of
270
monomeric sugars with the different temperature studied is presented in Fig. 4. As can be seen,
271
the total reducing sugar production was improved from 4.85 ± 0.75 g/L to a maximum
272
concentration of 6.47 ± 0.44 g/L when hydrolysis temperature increased from 40 to 45°C. The
273
increasing temperature from 40 to 45°C favored the hydrolysis of mannan content of PKC to
14 274
release maximum mannose concentration of 4.53 g/L, which consequently enhanced glucose
275
production up to 1.9 g/L. However, further increment in temperature from 45°C to 55oC reduced
276
the total sugar concentration to 2.03 ± 0.12 g/L.
277
The adverse effect of the elevated hydrolysis temperature on monomeric sugar release
278
could be attributed to temperature inactivation or thermal denaturation phenomenon in which a
279
rise in temperature higher than a critical temperature (in present case 45°C) could decrease the
280
efficiency of enzyme owing to enzyme denaturation, since high temperature tends to change the
281
protein folding (Dhabhai et al., 2012).
282
As shown in Fig. 4, in this study temperature of 45°C seemed to be the most appropriate
283
temperature for the mannanase enzyme hydrolysis of PKC. Statistical analysis using one-way
284
ANOVA analysis of the results showed that temperature of hydrolysis reaction had a significant
285
effect (P<0.01) on total sugar production from PKC (Table 2). In this context, it was noted that
286
the mannanase enzyme of Man5A which was obtained from Gloeophyllum trabeum CBS900.73
287
could retain its saccharolytic effect at temperature of 45°C, while it lost 50% of its initial activity
288
at 50 oC so that it could not tolerate temperature of 60 oC and lost its activity completely at this
289
temperature (Wang et al., 2016). The study on the enzyme hydrolysis by a wild-type mannanase,
290
namely Man-PrtAC3 showed that this enzyme was able to tolerated well the incubation
291
temperature range of 35 to 45 oC with a relatively high activity, however, the enzyme efficiency
292
decreased drastically as the incubation temperature was elevated from 45 to 70 oC (Eom et al.,
293
2016). The mild temperature determined for enzymatic hydrolysis of PKC (45°C) was consistent
294
with the optimum temperature reported by Öhgren et al. (2007) who performed enzymatic
295
saccharification of polysaccharide content of corn stover at the optimum hydrolysis temperature
296
of 45 oC. The studies conducted by Dhabhai et al. (2012) for the liberation of fermentable sugars
15 297
from pure cellulose showed that the utilization of cellulose-degrading enzymes in the hydrolysis
298
of substrates tested released the highest glucose sugar at an optimum temperature of 50 °C.
299 300
3.2.5. Effect of hydrolysis time
301
Hydrolysis time is known as one of the main factors that have a pivotal effect on enzyme
302
hydrolysis. In order to investigate the effect of the hydrolysis time on fermentable sugar
303
concentration during mannanase hydrolysis of PKC, the hydrolysis reaction was conducted for
304
96 h and samples were taken out every 24 h where enzymatic reaction was performed at 5%
305
(w/v) PKC, 0.5% (w/w) mannanase loading, 45oC temperature and pH medium of 4.5. The
306
fermentable sugar concentrations produced through the hydrolysis of PKC at different hydrolysis
307
time within 4 days (96 h) are illustrated in Fig. 5. Basically, the production of fermentable sugars
308
was enhanced when hydrolysis process proceeded. Mannose concentration increased almost two
309
folds from 24 h to 48 h with the mannose concentration of 1.09± 0.092 g/L and 2.87 g ± 0.272
310
g/L, respectively. Similar observation was found when reaction time continued from 48 h to 72 h
311
in which mannose was enhanced up to 4.53 ± 0.45 g/L.
312
As can be found, the maximum production of reducing sugars occurred at 72 h enzymatic
313
hydrolysis time with a total sugar production of 6.47 ± 0.44 g/L, mannose concentration of 4.53
314
± 0.45 g/L and glucose concentration of 1.90 ± 0.012 g/L. A further increment in hydrolysis time
315
up to 96 h had a deleterious effect on the release of glucose (1.19 g ± 0.056 g/L) and mannose
316
(3.75± 0.431 g/L) with a total sugar production of 4.98 ± 0.49 g/L. The analysis of one-way
317
ANOVA (Table 2) showed that the hydrolysis time had a significant effect on total sugar
318
production from PKC during mannanase enzyme hydrolysis (P<0.01). It is obvious that 72h of
319
hydrolysis is an optimum hydrolysis time for hydrolysis of PKC by mannanase. Similar
320
optimum hydrolysis reaction time (72 h) was reported in enzymatic hydrolysis process of a
16 321
number of cellulosic feedstocks such as olive tree waste, corn stover (Cara et al., 2008; Öhgren
322
et al., 2007). With regard to the effect of hydrolysis time on enzymatic saccharification of
323
mannan composition of PKC, the low hydrolysis time reveals an economical aspect for
324
fermentable sugar production since the lower reaction time makes hydrolysis reaction less energy
325
intensive process and reduces total energy costs.
326
3.3. Enzymatic hydrolysis of PKC by mannanase in optimum conditions
327
The experimental results obtained were used to determine optimum conditions for enzymatic
328
hydrolysis of PKC by mannanase. The optimum conditions determined were a PKC
329
concentration of 20% (w/v), mannanase loading of 5% (w/w), hydrolysis pH value of 4.5,
330
reaction temperature of 45 oC and hydrolysis time of 72 h.
331
In order to determine the amount of fermentable sugars released in optimum conditions
332
of mananase-catalyzed hydrolysis of PKC, a set of enzymatic hydrolysis experiments were
333
carried out in triplicate under optimum conditions determined. Experimental results revealed that
334
a total fermentable sugar of 71.54 ± 2.54 g/L was produced which included mostly mannose with
335
the concentration as high as 67.47 ± 2.51 g/L and glucose to a lower extent (2.94 ± 0.03 g/L).
336
The results obtained in this study showed that increasing temperature from 40 to 45 oC had a
337
favorable effect on the hydrolysis process of PKC and the liberation of sugar hydrolysate (Fig.
338
4). This could be related to the better solubility of substrate at higher incubation temperature,
339
resulting in higher hydrolysis efficiency (Ahirwar et al., 2016). Furthermore, the variations in the
340
hydrolysis of mannan fraction of PKC under different incubation temperature could be
341
associated to the effect of reaction temperature on the activity of mannanase during hydrolysis
342
process. It has been indicated that the optimum temperature of the majority of mannanases lies in
343
the range of 40-75 oC and only a small number of mannanases exhibit their hydrolytic effects at
17 344
temperature optima of ≥80 oC (Yang et al., 2015). It is postulated that mannanase loses its
345
activity at the temperatures higher than optimum point which could be attributed to the
346
irretrievable inactivation and conformational change of mannanase at higher temperatures
347
(Esmaeilipour et al., 2012; Wang et al., 2016). On the other hand, the pH value of enzyme
348
reaction had a notable effect on the mannanase efficiency in the degradation of mannan content
349
of PKC (Fig. 3). As different types of mannanase have an optimum pH value for their activities,
350
mannanases may exhibit different stability or susceptibility at varied pH values. It has been
351
found that the most reported mannanases have a optimum pH value in the range of 3-7.5 so that
352
they are inactive and unstable at highly acidic pH values (lower than 3) and alkaline conditions
353
(pH values higher than 8) (Chai et al., 2016; Yang et al., 2015). This phenomenon can be due to
354
the disruption of hydrogen and ionic bonds which are essential for maintaining the active
355
conformation of the hydrolytic enzyme (Esmaeilipour et al., 2012). It is evident from Fig. 5 that
356
there was a reciprocal correlation between hydrolysis time and the release of sugars in
357
mannanase-catalyzed saccharification which corroborated the fact that longer time of hydrolysis
358
of PKC led to rise mannanase efficiency to a large extent at the optimum hydrolysis reaction
359
time determined (72 h). However, too high reaction time reduced the liberation of fermentable
360
sugars. It could be attributed to the point that the activity and stability of the enzymes are the
361
function of hydrolysis time, as such, the hydrolytic enzymes lose their activity and stability as
362
hydrolysis proceeds (Ahirwar et al., 2016; Eom et al., 2016).
363
An attempt was made by Cerveró et al. (2010) to hydrolyze palm kernel cake to liberate
364
mannan-derived sugars for further utilization in ethanol production. It was found that a mixture
365
of two mannanase preparations (Gammanase–Mannaway mixture) could release a maximum
18 366
total monomeric sugar when the mannanase mixture was reacted with 2.3 mg/g PKC at 50 oC
367
and pH value of 5.4 for 96 h.
368
In the study fulfilled by Kumar et al. (2013) for the production of monomeric sugars from
369
cellulosic feedstocks, it was revealed that enzymatic saccharification of de-oiled jatropha by
370
cellulolytic enzymes using enzyme loading of 10% (v/v) led to liberate a total sugar quantity of
371
12.9 g/L. The optimization of a multi-enzyme mixture of seven cellulose degrading enzyme
372
preparations for the hydrolysis of steam-exploded corn stover led to release 15.5 g/L of glucose
373
(Zhou et al., 2009).
374
3.4. Biobutanol production from mannan–derived monomeric sugars of PKC
375
In this study monomeric sugar hydrolysate obtained from the enzymatic hydrolysis of PKC in
376
optimum conditions determined was utilized to produce biobutanol in ABE process. ABE
377
fermentation was conducted by C. saccharoperbutylacetonicum N1-4. It has been found that C.
378
saccharoperbutylacetonicum N1-4 is capable of fermenting various types of pentose and hexose
379
sugars originated from lignocellulosic materials (Al-Shorgani et al., 2015; Chen et al., 2013).
380
Thus, the batch ABE fermentation was carried at 30oC for 240 h. Fig. 6 depicts the sugar
381
consumption by clostridial cells and production of butanol from fermentable sugars obtained. It
382
is obvious that mannose and glucose were concurrently utilized by the strain C.
383
saccharoperbutylacetonicum N1-4. Although the concentration of mannose was higher than
384
glucose concentration, glucose was depleted fully at a shorter time. This can be attributed to the
385
fact that glucose has been found as the superior fermentable sugar for solvent producing
386
clostridial cells compared to other pentose and hexose sugars.
387
In an attempt to produce butanol from cellulosic substances, pretreated corn stover was
388
subjected to hydrolytic enzymes including cellulase, β-glucosidase and xylanase that resulted in
19 389
liberating a total sugar of 39 g/L. Subsequently, ABE fermentation of the released sugar
390
hydrolysate by Clostridium beijerinckii P260 revealed that at the end of ABE process all glucose
391
was consumed by clostridial cells, while 4.13 g/L xylose and 0.21 g/L galactose remained
392
unused in the culture medium (Qureshi et al., 2014).
393
Fig. 6 also illustrates biobutanol production from PKC hydrolysate. The production of
394
biobutanol was low during early ABE fermentation. As ABE process proceeded, butanol
395
concentration was drastically enhanced up to the maximum quantity of 3.27±1.003 g/L at 240h
396
ABE fermentation time. In this view, it has been observed that ABE fermentation is a biphasic
397
process in which two distinct phases, namely acidogenesis and solventogenesis occur
398
consecutively in microbial cells of biobutanol producing strains. In acideogenic phase, organic
399
acids such as acetic acid and butyric acid are synthesized where clostridial strains initiate cell
400
growth. In the next step, acideogenic phase switches to solventogenic phase so that solvents
401
(acetone, butanol and ethanol) are produced by reassimilation of organic acids produced (Amiri
402
et al., 2014). The highest yield and productivity of butanol was obtained at 72 h with values as
403
high as 0.071 ± 0.004 g/g sugar consumed and 0.026 ± 0.004 g/L/h, respectively, while
404
maximum butanol quantity (3.27±1.003 g/L) was produced at 240 h of ABE process. This
405
indicated that higher yield and productivity of biobutanol is favorable for economically viable
406
production of biobutanol with reducing the process time. It was observed that biobutanol
407
production by Clostridium beijerinckii BA101 from enzyme treated corn fiber using cellulose
408
degrading enzymes resulted in 6.5 g/L butanol with a yield and productivity of 0.26 g/g sugar
409
consumed and 0.09 g/L/h, respectively (Qureshi et al., 2008).
410
20 411
Table 3 enumerates the amount of total fermentable sugar liberated from various
412
cellulosic agricultural residues and similar substrate of palm kernel cake such as oil palm
413
decanter cake, palm kernel shell, palm pressed fibre and oil palm empty fruit branch with the
414
hydrolysis type applied. It is evident that the hydrolysis of PKC by mannanase resulted in the
415
production of a relatively high quantity of the total fermentable sugar compared to the total
416
reducing sugar released from the similar cellulosic feedstocks to PKC. This indicates that PKC
417
could serve as a potential lignocellulosic substance to provide a sustainable sugar rich source for
418
the production of butanol and other biofuels.
419
The variations in the butanol production obtained could be attributed to the various
420
agricultural residues utilized, different microorganisms inoculated, and varied culture conditions
421
applied in ABE process. It is worthy of note that the higher production of total fermentable sugar
422
from lignocellulosic biomass is of prime interest for biofuel synthesis. Hence, the utilization of
423
low enzyme preparations with liberating higher quantity of total sugar exhibits economically
424
feasible production of biofuels.
425 426
3.5 Economic evaluation of butanol production from PKC
427
The economic production of butanol could be evaluated by considering its financial viabilities,
428
and the up-stream and downstream processing costs. It has been reported that ABE-derived
429
butanol price could be varied from 0.59 $/L to 1.05 $/L (Okoli and Adams, 2014). Among the
430
parameters affecting butanol fermentation economy, the feedstock cost constitutes a substantial
431
percentage of butanol prices. According to Azman et al. (2016), the potential energy content of
432
PKC has been estimated as 1.36 MJ per kg of PKC with the average estimated price of 0.07 USD
433
for each MJ energy generated from one kg PKC, which indicates the potential generation of
434
butanol from PKC costs 2.40 USD / kg butanol, considering a lower heat value of 34.32 MJ per
21 435
kg of butanol. In this view, the reduction of the production costs concerning operational
436
variables, enzymatic saccharification and product recovery make production of butanol from
437
PKC more economically attractive.
438
4. Conclusion
439
PKC is a promising mannan rich bioresource that can be exploited for extraction of fermentable
440
sugars. Enzymatic hydrolysis of mannan content of PKC by mannanse was enhanced under
441
optimum conditions of hydrolysis in which PKC concentration, mannanase loading , hydrolysis
442
pH value, temperature and hydrolysis time of 20% (w/v), 5% (w/w), 4.5, 45 oC and 72 h,
443
respectively were utilized. Total fermentable sugar of 71.54 ± 2.54 g/L was produced in
444
optimum conditions. ABE fermentation of monomeric sugars by C.saccharoperbutylacetonicum
445
N1-4 led to 3.27±1.003 g/L biobutanol with 0.071 ± 0.004 g/g biobutanol yield and 0.026 ±
446
0.004 g/L/h biobutanol productivity.
447
Acknowledgements
448
This work was supported by the grant UKM-GUP-2013-037.
449
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450
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566
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569
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570
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571
Figure caption
572 573 574
Fig. 1 Effect of PKC concentration on fermentable sugar production in hydrolysis process by
575
mannanase
576
Fig. 2 Effect of mannanase loading on fermentable sugar production from PKC in hydrolysis
577
process
578
Fig. 3 Effect of pH value on fermentable sugar production from PKC in hydrolysis process by
579
mannanase
26 580
Fig. 4 Effect of reaction temperature on fermentable sugar production from PKC in hydrolysis
581
process by mannanase
582
Fig. 5 Effect of hydrolysis time on fermentable sugar production from PKC in hydrolysis process
583
by mannanase
584
Fig. 6 The profile of sugar consumption and biobutanol production by Clostridium
585
saccharoperbutylacetonicum N1-4 using mannan-dervide fermentable sugars obtained from PKC
586
hydrolysis by mannanase
587
588
589
27 590 20 18 16 Sugar (g/L)
14 12 10
Glucose
8
Mannose
6
Total sugar
4 2 0 5
10 15 PKC concentration (% w/v)
591 592 593 594 595
596
597
Fig. 1
20
28 598 599 600 14 12
Sugar (g/L)
10 8 Glucose 6
Mannose Total sugar
4 2 0 0.5
1 5 Enzyme loading (% w/w)
601 602 603 604 605
606
607
Fig. 2
10
29 608 609 7 6
Sugar (g/L)
5 4 Glucose 3
Mannose
2
Total sugar
1 0 4
4.5
5 pH value
610 611 612 613 614
615
616
Fig. 3
5.5
30 617 7 6 Sugar (g/L)
5 4 Glucose 3
Mannose
2
Total sugars
1 0 40
45 50 Temperature (Co)
618 619 620 621
622
623
Fig. 4
55
31 624 7 6
Sugar (g/L)
5 4 Glucose 3
Mannose
2
Total sugar
1 0 24
48 72 Hydrolysis time (h)
625 626 627 628
629
630
Fig. 5
96
32 631 632 633 634 Total Sugars Glucose Butanol Mannose
70 Sugars (g/L) Butanol (g/L)
60 50
635 636 637
40
638
30 20
639
10
640
0 0
24
48
72
96
120 144 168 192 216 240641 Time (h)
642 643 644 645
646
647
Fig. 6
33 648 649
Table 1 Experimental factor and their respective levels used for the hydrolysis of PKC by
650
mannanase Factors
651 652
653
654
Levels
PKC concentration, % (w/v)
5, 10, 15, 20
Mannanase loading, % (w/wpkc)
0.5, 1, 5, 10
pH
4, 4.5, 5, 5.5
Temperature (oC)
40, 45, 50, 55
Hydrolysis time (h)
24, 48, 72, 96
34 655 656 657 658
Table 2 ANOVA results for showing the significance of the effect of different factors tested on total fermentable sugar produced from hydrolysis of PKC by mannanase
659 660
Factor
661
PKC concentration
662
Degree of freedom
F-value
176.11
7
11.42
0.020
Mannanase loading
36.91
7
114.45
0.001
663
pH value
29.01
7
65.30
0.001
664
Reaction temperature
21.63
7
19.35
0.008
665
Hydrolysis time
18.17
7
37.18
0.002
666
667
668
Sum of squares
P-value (Prob>F)
35 669 670 671
Table 3 Production of fermentable sugars and biobutanol from different lignocellulosic feedstocks
672 673 674
Microbial strains
Substrate
Hydrolysis type
Amiri et al., 2014
6.04
Qureshi et al., 2014
6.50
Qureshi et al., 2008
Alakali pretreatment + 99.93 cellulase
6.04
Razak et al. 2013
Alkali pretreatment + 29.37 cellulase
1.94
Ibrahim et al., 2015
C. acetobutylicum
Rice straw
C. beijerinckii
Corn stover
679 680
C. beijerinckii
Corn fiber
681 682
C. acetobutylicum
Oil palm decanter cake
683 684
C. acetobutylicum
Oil palm empty fruit branch
685 686
C. acetobutylicum
Palm pressed fibre
687 688
C. acetobutylicum
Palm kernel shell
689
C.acetobutylicum
Felled oil palm trunk
690
C. saccharoperbutylacetonicum Palm kernel cake Mannanase
692 693 694 695
696
697
References
80.3
675 676 677 678
691
Total sugar Biobutanol (g/L) (g/L)
Organosolve pretreatment + 31 cellulose degrading enzymes Acid pretreatment + cellulase with xylanase
39.0
Hot water pretreatment + 25 cellulose degrading enzymes
Steam explosion pretreatment + 38.75 cellulase
3.1
Steam explosion pretreatment + 30 cellulase
1.5
Sangkharak et al., 2016
14.4
Komonkiat and Cheirsilp, 2013
Acid hydrolysis
30 71.54
3.27
Sangkharak et al., 2016
This study
36 698 699 700
701 702
703
704
705
706
Graphical abstract
37
707 708
Highlights
709 710
● Palm kernel cake (PKC) was hydrolyzed by mannanase.
711
●The effect of operating factors on the enzymatic hydrolysis of PKC was studied.
712
● Mannose was the main fermentable sugar released with glucose to a lower extent.
713
●The total sugar of 71.54 ± 2.54 g/L was produced in optimum conditions.
714
●Maximum biobutanol production of 3.27±1.003 g/L was obtained.
715 716