Accepted Manuscript Improving the enzymolysis efficiency of potato protein by simultaneous dualfrequency energy-gathered ultrasound pretreatment: thermodynamics and kinetics Yu Cheng, Yun Liu, Juan Wu, Ofori Donkor Prince, Ting Li, Haile Ma PII: DOI: Reference:
S1350-4177(17)30043-3 http://dx.doi.org/10.1016/j.ultsonch.2017.01.034 ULTSON 3528
To appear in:
Ultrasonics Sonochemistry
Received Date: Revised Date: Accepted Date:
14 November 2016 23 January 2017 23 January 2017
Please cite this article as: Y. Cheng, Y. Liu, J. Wu, O.D. Prince, T. Li, H. Ma, Improving the enzymolysis efficiency of potato protein by simultaneous dual-frequency energy-gathered ultrasound pretreatment: thermodynamics and kinetics, Ultrasonics Sonochemistry (2017), doi: http://dx.doi.org/10.1016/j.ultsonch.2017.01.034
This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. 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.
1 2
Improving the enzymolysis efficiency of potato protein by simultaneous
3
dual-frequency energy-gathered ultrasound pretreatment: thermodynamics and
4
kinetics
5 6
Yu Cheng*, Yun Liu, Juan Wu, Ofori Donkor Prince, Ting Li and Haile Ma
7
School of Food and Biological Engineering, Jiangsu University, 301 Xuefu Road,
8
Zhenjiang, Jiangsu 212013, China
9
10
11
*
12
[email protected] (Y.Cheng).
13
Tel.: 0086-150-51149622. Fax: 0086-511-88780201.
To whom correspondence should be addressed:
14 15 16 17
(Summited to Ultrasonics Sonochemistry)
18 19 20 21 1
22
Abstract
23
The thermodynamics and kinetics of traditional and simultaneous dual frequency
24
energy-gathered ultrasound (SDFU) assisted enzymolysis of potato protein were
25
investigated to get the knowledge of the mechanisms on the SDFU’s promoting
26
efficiency during enzymolysis. The concentration of potato protein hydrolysate and
27
parameters of thermodynamic and kinetic during traditional and SDFU assisted
28
enzymolysis were determined. The results showed that potato protein hydrolysate
29
concentration of SDFU assisted enzymolysis was higher than traditional
30
enzymolysis at the hydrolysis time of 60 min (p < 0.05) whereas not significantly
31
different at 120 min (p > 0.05). In some cases, SDFU assisted enzymolysis took less
32
hydrolysis time than traditional enzymolysis when the similar conversion rates of
33
potato protein were obtained. The thermodynamic papameters including the energy
34
of activation (Ea), enthalpy of activation (∆H), entropy of activation (∆S) were
35
reduced by ultrasound pretreatment while Gibbs free energy of activation (∆G)
36
increased little (1.6%). Also, kinetic papameters including Michaelis constant (KM)
37
and catalytic rate constant (kcat) decreased by ultrasound pretreatment. On the
38
contrary, reaction rate constants (k) of SDFU assisted enzymolysis were higher than
39
that of traditional enzymolysis (p < 0.05). It was indicated that the efficiency of
40
SDFU assisted enzymolysis was higher than traditional enzymolysis in a limited
41
time. The higher efficiency of SDFU assisted enzymolysis was related with the
42
decrease of Ea and KM by lowering the energy barrier between ground and active
43
state and increasing affinity between substrate and enzyme.
44 45
Keywords: Potato protein; Ultrasound; Enzymolysis; Kinetic; Thermodynamic 2
46
1. Introduction
47
Potato protein has been considered as a high quality protein resource [1, 2]. It has
48
exhibited potential functionality for food application [3, 4]. Therefore, many
49
researchers have been trying to produce potato protein with good functionality for its
50
application in food industry [5-7]. However, at present, most of commercial potato
51
proteins were not dissolved in water because of the high temperature denaturation
52
during processing. The low solubility of potato proteins has limited its application as
53
food ingredient. To take use of these potato proteins, enzymatic hydrolysis has been
54
used to improve the solubility of potato protein [8, 9]. Moreover, as potato protein
55
hydrolysate has showed in vitro bioactivities such as antioxidant[9-11]and
56
antihypertension [12, 13], release of functional and bioactive peptides from potato
57
protein using different enzymes was of interest [14-16]. Again, potato protein
58
hydrolysate, which showed better bioactivity than potato protein, was demonstrated
59
to be able to retard the lipid oxidation [9, 17, 18] and protein oxidation [19] in the
60
food model system. However, little has been done to improve the efficiency of the
61
enzymatic hydrolysis and enhance the conversion rate of insoluble potato protein to
62
soluble potato protein hydrolysate.
63
Enzymolysis has been used to modify the properties of food proteins in many
64
researches[20-24]. To make the proteins more sensitive to enzymolysis, several
65
physical pretreatment methods have been used including heating, high pressure,
66
ultrasound, microwave [25-27]. As one of the most used pretreatment methods,
67
ultrasound pretreatment was able to change the molecular structure of proteins [28] 3
68
to decline the activation energy and Gibbs free energy of reaction[29, 30].
69
Meanwhile, ultrasound pretreatment also had positive effect on the kinetics of
70
protein hydrolysis with enzymes by increasing the initiate velocity and decreasing
71
Michaelis
72
pretreatment has been successfully used to improve bioactive peptides release and
73
the enzymolysis efficiency of proteins [28] such as alcalase based enzymolysis of
74
wheat germ protein[29], corn protein[30] and wheat gluten[31]. In these researches,
75
all the proteins were byproduct of starch industry with low solubility. Also,
76
commercial potato protein was byproduct of starch industry with low solubility.
77
Thus, we hypothesized that ultrasound pretreatment was able to lower the activation
78
energy and Michaelis constant and enhance initiate velocity of potato protein
79
hydrolysis with alcalase. Ultrasound pretreatment may thus improve the efficiency of
80
potato protein hydrolysis with alcalase.
81
Therefore, the aim of our research was to make it clear if ultrasound pretreatment
82
can promote the enzymolysis efficiency of commercial potato protein and find out
83
the effect of ultrasound pretreatment on the enzymolysis thermodynamics and
84
kinetics of commercial potato protein. Simultaneous dual-frequency energy-gathered
85
ultrasound (SDFU) was used in the present research.
86
2. Materials and methods
87
2.1. Materials
88
Commercial potato protein powder which contains 60.4% (w/w) protein was
89
purchased from Ci Yuan Biotechnology Co., Ltd (Shanxi, China). Alcalase 2.4L FG,
constant
of
enzymolysis
reaction[29,
30].Therefore,
ultrasound
4
90
with the activity of 2.4 AU/g, was purchased from Novozymes Co., Ltd (Tianjing,
91
China). All other chemicals were of analytical grade and obtained from Sinopharm
92
Chemical Reagent Co. Ltd. (Shanghai, China). All solutions were prepared with
93
distilled deionised water.
94
2.2. Pretreatment of potato protein using ultrasound
95
Dual-frequency energy-gather ultrasound, which was developed by our research
96
team and manufactured by Meibo Biotechnology Co., Ltd (Zhenjiang, China), was
97
used in current research. The details of the equipment have been introduced in our
98
previous researches [32, 33]. In brief, the equipment consists of two ultrasonic
99
probes, controllers, a reaction vessel, a liquid circulating system and a temperature
100
controlling system. Each probe generates different frequencies and produces a
101
maximum output power of 300 W.
102
Potato protein suspensions with different protein concentration of 12.080, 18.120,
103
24.160, 30.200, and 36.240 g/L were prepared by dissolving different mass of potato
104
protein powder that passed through sieve with the size of 60-mesh in 800 mL
105
distilled deionised water. Those potato protein solutions were treated respectively
106
using ultrasound at the temperature of 25 ± 2 ºC. The temperature was controlled by
107
water bath. Ultrasonic pretreatment was conducted at dual frequency of 20/40 KHz
108
in simultaneous working mode. The pulsed on-time and off-time were 10 s and 3 s
109
respectively with the duration of 10 min and power density of 250W/L during
110
ultrasound processing. The control was carried out with a magnetic stirrer instead of
111
ultrasound at 25 ºC for 10 min. The ultrasound parameters including ultrasound 5
112
frequency, ultrasound time and ultrasound power were chosen according to the
113
single factor experiment.
114
2.3. Enzymolysis of potato protein
115
2.3.1 Different enzymolysis temperature
116
The potato protein suspensions (substrate concentration 24.160 g/L) pretreated with
117
ultrasound were poured into the double-jacketed beaker and preheated for 10 min to
118
rise up to certain temperatures (30, 40, 50 and 60 ºC). The suspensions were mixed
119
using a magnetic stirrer (KMO 2, IKA, Germany) at a speed of 300 r/min. And the
120
temperature was controlled by a digital cryogenic refrigeration circulator (WCR-P6,
121
WiseCircu, Korea). The hydrolysis of potato protein suspensions were carried out by
122
alcalase (0.320 mL, with mass density of 0.400 g/L in broth) with the hydrolysis time
123
of 120 min. During the hydrolysis, pH of suspensions was maintained at 8.0 by
124
addition of 2.0 M NaOH using an automatic potentiometric titrator (ZDJ-4A,
125
Instrument and Electronics Science Co., Ltd, Shanghai, China) at pH-stat mode. The
126
potato protein hydrolysate was withdrawn from the broths at different hydrolysis time,
127
and the pH of potato protein hydrolysate was adjusted to 7.0 following by boiling
128
hydrolysate for 10 min to inactivate the enzymes. Then the hydrolysate was
129
centrifuged at 9000 rpm for 10 min and the supernatant was stored at 4 ℃ for further
130
analysis and used within 24h. The concentration of potato protein hydrolysate during
131
hydrolysis was determined by Biuret method[34].The conversion rate (%) of potato
132
protein to hydrolysate was defined as concentration of potato protein hydrolysate in
133
the supernatant divided by the protein concentration of the original potato protein 6
134
suspension then multiplying by 100. The traditional enzymolysis was performed using
135
the same procedure without any ultrasonic pretreatment of the substrate.
136
2.3.2 Different substrate concentration
137
The potato protein suspensions pretreated with ultrasound at different substrate
138
concentration (12.080, 18.120, 24.160, 30.200, and 36.240 g/L) were hydrolyzed at
139
50 ºC as described under section 2.3.1. The traditional enzymolysis was performed
140
using the same procedure without any pretreatment of the substrate.
141
2.4. Thermodynamics of enzymolysis
142
2.4.1. Determination of reaction rate constant
143
The first-order kinetic model was used to analyze the reaction rate constant k of
144
enzymolysis[29, 30].The equation of first-order kinetic model based on substrate
145
consumption was given as:
146
= −
(1)
147
The equation (1) was integrated and rearranged to its linear form:
148
ln = − +
149
where C0 and C indicate the initial concentration of potato protein (g/L) and
150
concentration of potato protein remained at a certain time during hydrolysis (g/L)
151
respectively; t indicates the hydrolysis time (min); k indicates the reaction rate
152
constant.
153
As the concentration of leftover substrate is difficult to obtain, it was determined
154
using the amount of peptides released from potato protein [29, 30]. In the condition
(2)
7
155
of experiment, C0 was substituted with C∞ while C
156
Then the equation (2) was rearranged to:
157
ln − = − + ln
158
where Ct indicates the concentration of potato protein hydrolysate at a certain time
159
during hydrolysis (g/L); C∞ indicates the concentration of potato protein hydrolyate
160
(g/L) that was prepared by hydrolyzing potato protein at pH 8.0 and 50℃ for 10 h
161
using alcalase [30]. After 10 h of hydrolysis, little sodium hydroxide was added and
162
the ultimate concentration of potato protein hydrolysate was assumed to be equal to
163
the concentration of potato protein was able to be hydrolyzed. The reaction rate
164
constant k is able to be obtained from the slope of the straight line plotting by ln
165
(C∞-Ct) against t.
166
2.4.2. Determination of thermodynamic parameters
167
Arrhenius equation [35] was given to describe the relationship between reaction rate
168
constant k and temperature T as follow:
169
k = A
170
The equation (4) was transformed and rearranged to:
171
lnk = − !" + #
172
where k indicates the reaction rate constant (1/min); A indicates the pre-exponential
173
factor (min-1); R indicates the universal gas constant (8.314 J·mol-1·K-1); T indicates
174
the Kelvin temperature (K); Ea indicates the activation energy (J/mol).
175
Also, thermodynamic parameters of the enzymolysis reaction can be obtained by
was substituted with ‘C∞ -Ct’.
(3)
(4)
(5)
8
176
Eyring equations [35], which are expressed as:
177
=
178
where k indicates the reaction rate constant (s-1); kB indicates the Boltzman constant
179
(1.38 ×1023 J/K); h indicates the Planck constant (6.6256 ×1034 J·s) ; R indicates the
180
universal gas constant (8.314 J·mol-1·K-1); T indicates the Kelvin temperature (K);
181
∆) indicates Gibbs free energy of activation (J/mol).
182
The Gibbs free energy of activation (J/mol) can be calculated by equation as follow:
183
∆) = ∆* − T∆,
184
where ∆H is the enthalpy of activation (J/mol); ∆S indicates the entropy of activation
185
(J·mol-1·K-1).
186
At solution, the enthalpy of activation can be by equation as follow:
187
-. = ∆* + RT
188
Entropy of activation is able to be obtained from the linear form of Eyring equations
189
yielded by combining the equation (6) and (7) as follow:
190
ln " = −
191
2.5. Kinetics of enzymolysis
192
2.5.1. Determinations of hydrolysis degree and concentration of protein hydrolyzed
193
The degree of hydrolysis (DH) was obtained by the equation developed by
194
Adler-Nissen[36]as follow:
195
DH =
196
where Nb indiates the concentration of NaOH (mol/L), B indiates the volume of
$% " &
∆(
$
∆0 !
& &6
(6)
2
(7)
(8)
× " +
× 100 =
$% &
+
∆3 !
9: ×; <×=> ×&6
(9)
× 10
(10)
9
197
sodium hydroxide consumed (mL), Mp is the mass of protein to be hydrolyzed (g),
198
htot is the total number of peptide bonds in the protein substrate, which is 5.1 mmol/g
199
for potato protein[37]; α is the average degree of dissociation of the α-NH2 groups,
200
which is related with the pK of the amino groups at particular pH and temperature,
201
and α is 0.871 for alcalase.
202
Concentration of potato protein hydrolyzed was calculated according to the equation
203
proposed by Qu et al.[38] :
204
=
205
where, C0 and Ct indicate the initial concentration of potato protein (g/L) and
206
concentration of potato protein hydrolyzed at a certain time during hydrolysis (g/L)
207
respectively; DH indicates the degree of hydrolysis (%).
208
2.5.2. Determination of initial reaction rate
209
The initial reaction rate (V0, g·L-1·min-1 )were estimated by loss of substrate Ct[38]
210
or accumulation of product[35].
211
2.5.3. Determination of kinetic parameters KM and kcat
212
The kinetic model described by Parkin[35] was used to determine the KM and kcat of
213
potato protein hydrolysis, which was expressed as:
214
A =
215
where V0 indicates the initial reaction rate (g·L-1·min-1); kcat indicates the catalytic
216
rate constant (min-1), representing the average value of apparent breakdown rate
217
constant of substrate and enzyme complex to product; ET indicates the concentration
? ×@0 2
$B 3 CD E3
(11)
(12)
10
218
of alcalase (g/L); KM is Michaelis constant (g/L).
219
The equation (12) was rearranged to the linear form as:
220
2 F?
CD
=$
G
2
×3+$
2
(13)
B
221
The values of KM and kcat were determined according to the slope and intercept of
222
linear line plotting 1/V0 against 1/S.
223
2.6. Statistical analysis
224
All experiments were repeated at least three times (n ≥ 3) at different time. During
225
independent replication trials, each sample was analyzed for triplicate. Data were
226
subjected to one-way analysis of variance (ANOVA) using the statistical software
227
DPS 9.5(Institute of Insect Science, Zhejiang University, Hangzhou, China). LSD’s
228
test was used to identify the differences (P < 0.05) between means.
229
230
3. Results and discussion
231
3.1. Effect of SDFU pretreatment on protein hydrolysate release
232
Several researches have demonstrated that ultrasound pretreatment was able to
233
improve the efficiency of enzymolysis of plant proteins from industry
234
byproducts[29-31].However, almost all the data of enzymolysis processes reported
235
in these researches was concentration of hydrolyzed proteins, and little was known
236
about the concentration of protein hydrolysate. Although concentration of
237
hydrolyzed proteins was very important in determined the kinetics of enzymolysis,
238
concentration of protein hydrolysate was useful in estimating the conversion or the 11
239
solubility of proteins with low solubility such as commercial potato protein. To know
240
the concentration changes of potato protein hydrolyate during the hydrolysis may
241
help to ultimate the potato protein better. In this research, the concentration of potato
242
protein hydrolyate prepared by alcalase during the hydrolysis time of 120 min in
243
traditional and SDFU assisted enzymolysis at different temperature and substrate
244
concentration was displayed in Fig. 1 and Fig.2 respectively.
245
For enzymolysis at different temperatures, it was indicated that increasing the
246
hydrolysis temperature increased the concentration of the potato protein hydrolysate
247
Increasing the concentration of the potato protein hydrolysate meant the increase in
248
conversion rate of potato protein. Although ultrasonic pretreatment was able to
249
improve the conversion of potato protein during hydroysis, the concentration of
250
protein hydrolysate prepared by traditional and SDFU assisted enzymolysis did not
251
show significant difference after hydrolysis time of 60 min at 40 ºC and after 90 min
252
at 50 ºC (p > 0.05). Nevertheless, when the enzymolysis temperature rose to 60 ºC,
253
the similar results were obtained after hydrolysis time of 30 min. As higher
254
temperature may lead to inactivate Alcalase, whose optimum temperature for
255
enzyme activity is suggested as 55-70 ºC by producer, we did not hydrolyze the
256
potato protein beyond 60 ºC. Moreover, the results of Benjakul and Morrissey[39]
257
showed that the temperature higher than 60 had negative effect on protein hydrolysis
258
catalyzed by alcalase.
259
Wang[9] has demonstrated that potato protein hydrolysate prepared Alcalase at the
260
hydrolysis time of 1 h showed good antioxidant properties. In this research, the 12
261
conversion rate of potato protein pretreated with ultrasound increased to 38.8%,
262
54.7%, 74.4% and 92.9% at 30, 40, 50 and 60 ºC respectively at the hydrolysis time
263
of 60 min. Meanwhile, the concentration of protein hydrolysate prepared with
264
ultrasound pretreatment increased by 23.5%, 6.3% and 5.5% when compared with
265
that without ultrasound pretreatment at 30, 40 and 50 ºC respectively (p < 0.05).
266
Moreover, the concentration of protein hydrolysate prepared with ultrasound
267
pretreatment at the hydrolysis time of 45 min was demonstrated no significant
268
difference with that without ultrasound pretreatment at the hydrolysis time of 60 min
269
(p > 0.05). This indicated that ultrasound assisted enzymolysis was able to be more
270
efficient than traditional enzymolysis. Although other research[8] has been carried
271
out to improve the enzymolysis of potato protein using combined enzymes, the
272
hydrolysis time used was too long.
273
When compared with the hydrolysis time of 60 min, the concentration of protein
274
hydrolysate prepared with ultrasound pretreatment at the hydrolysis time of 120 min
275
increased by 20.7%, 23.4%, 19.2% and 9.5% at 30, 40, 50 and 60 ºC respectively (p
276
< 0.05). While the concentration of protein hydrolysate that was prepared without
277
ultrasound pretreatment increased by 33.9%, 25.2%, 23.6% and 9.2% respectively (p
278
< 0.05) in the same case. This suggested that potato protein pretreated without
279
ultrasound may convert faster than potato protein pretreated with ultrasound after a
280
certain time. And the changes may lead to loss of the significant difference in protein
281
hydrolysate concentration between traditional and SDFU assisted enzymolysis.
282
Since the temperature of 60 ºC is close to the optimum temperature of enzyme 13
283
activity, the high enzyme activity at 60 ºC may lead to the high conversion rate.
284
Almost of the potato protein was soluble after being hydrolyzed at 60 ºC for 120
285
min.
286
For enzymolysis at different substrate concentration, during the first hour of
287
hydrolysis, almost of the protein hydrolysate prepared by SDUF assisted
288
enzymolysis showed higher protein concentration than the ones prepared by
289
traditional enzymolysis when compared at same substrate concentration and at the
290
same hydrolysis time (p < 0.05). However, at the hydrolysis time of 120 min, protein
291
hydrolysate prepared by ultrasound assisted enzymolysis showed higher protein
292
concentration than traditional enzymolysis only at the substrate concentration of
293
30.20 g/L (p < 0.05). After 60 min of hydrolysis time, the conversion rate of potato
294
protein pretreated with ultrasound raised up to 93.2%, 83.1%, 74.4%, 70.6% and
295
63.9% at the substrate concentration of 12.08, 18.12, 24.16, 30.20 and 36.24 g/L
296
respectively. Although the conversion of potato protein to protein hydrolysate was
297
higher at low substrate concentration, the concentration of protein hydrolysate was
298
higher at high substrate concentration because more potato protein was used.
299
Moreover, the concentration of protein hydrolysate prepared with ultrasound
300
pretreatment increased by 3.8%, 4.1%, 5.5%, 7.5% and 5.9% at the substrate
301
concentration of 12.08, 18.12, 24.16, 30.20 and 36.24 g/L respectively when
302
compared with that without ultrasound pretreatment (p < 0.05). However, when
303
substrate concentration increased from 30.20 to 36.24 g/L, the difference of protein
304
conversion rate between SDFU assisted and traditional enzymolysis did not 14
305
increased but decreased from 7.5% to 5.9%. This suggested ultrasound assisted
306
enzymolysis may display little difference with traditional enzymolysis on protein
307
hydrolysate concentration if higher substrate concentration was used. The reason
308
may be explained that when all the enzyme were saturated with substrate at high
309
substrate concentration, the enzyme catalysis may transform to zero order reaction in
310
which reaction rate would be control by the concentration of enzyme.
311
The concentration of protein hydrolysate prepared with ultrasound pretreatment at
312
the hydrolysis time of 120 min increased by 14.2%, 13.5%, 19.2%, 12.5% and 14.9%
313
at the substrate concentration of 12.08, 18.12, 24.16, 30.20 and 36.24 g/L
314
respectively when compared with data at the hydrolysis time of 60 min (p < 0.05).
315
While the concentration of protein hydrolysate prepared without ultrasound
316
pretreatment increased by 18.9%, 17.2%, 23.6%, 23.6%, 22.7% in the same case (p
317
< 0.05). It came to the similar results with enzymolysis at different temperatures that
318
protein hydrolysate concentration between traditional and SDFU assisted
319
enzymolysis did not show significant difference after a certain time. The reasons
320
may be relative with the thermodynamics and kinetics of traditional and SDFU
321
assisted enzymolysis.
322
It was indicated that ultrasound assisted enzymolysis can used to improve the
323
hydrolysis of potato protein at suitable conditions. To get the reasons for such
324
situation and the knowledge of difference between traditional and SDFU assisted
325
enzymolysis, thermodynamics and kinetics of traditional and SDFU assisted
326
enzymolysis of potato protein was investigated. 15
327
3.2. Effect of SDFU pretreatment on reaction rate constant
328
As mentioned in methods above, Arrhenius and transition-state theory equations
329
were used to determine the thermodynamics parameters. Since reaction rate constant
330
is important variable in these equations and depended on the temperature, reaction
331
rate constant at the temperatures of 303, 313, 323 and 333K was estimated. The
332
concentration of potato protein hydrolysate during the initial 10 min of hydrolysis
333
which the data will fit linear regression model well was used to determine the
334
reaction rate constant. The plots of ln(C∞-Ct) versus time in traditional and
335
ultrasound assisted enzymolysis at different temperatures were displayed in Fig 3.
336
Reaction rate constants were obtained from the slope of the linear regression plots.
337
The reaction rate constants of traditional enzymolysis kt and that of ultrasound
338
assisted enzymolysis ku at different temperatures were demonstrated in Table 1. It
339
was showed that regression coefficient (R2) of all linear plots was more than 0.98.
340
The plots were able to fit into the linear model well. Therefore, our hypothesis using
341
first order model to calculate reaction rate constant was reasonable. As increasing the
342
temperature will raise up Brownian movement of molecular, both reaction rate
343
constants kt and ku increased as the reaction temperature. Although kt rose faster than
344
ku in the same temperature interval, ku were higher than kt when compared in the
345
same temperature (p < 0.05). When compared with kt, ku was increased by 55.2%,
346
41.6%, 16.1% and 14.3% at 303, 313, 323 and 333K, respectively. It was suggested
347
that increasing the reaction temperature would reduce the difference of reaction rate
348
between traditional and ultrasound assisted enzymolysis. That may be one of the 16
349
reasons why protein hydrolysate concentration between traditional and SDFU
350
assisted enzymolysis would be no significant difference after a certain time. As the
351
hydrolysis time went by, the concentration of substrate would decrease. If the
352
substrate of SDFU assisted enzymolysis was consumed faster than traditional
353
enzymolysis, the reaction rate of ultrasound assisted enzymolysis would lower than
354
traditional enzymolysis after a certain time according to the relation between
355
reaction rate (v), reaction rate constant (k) and substrate concentration [S] which is
356
expressed as v=k[S].
357
3.3. Effects of SDFU pretreatment on the thermodynamic parameters
358
After reaction rate constants were obtained, lnk against 1/T in both traditional
359
enzymolysis and SDFU assisted enzymolysis were plotted. The activation energy Ea
360
were calculated from the slope of the linear regression plots of lnk against 1/T (Fig.
361
4). Enthalpy of activation ∆H, entropy of activation ∆, and Gibbs free energy ∆G
362
were calculated by equation (7) to (9). The results of the thermodynamic parameters
363
Ea, ∆H, ∆, and ∆G were showed in Table 2. As the value of ∆H, ∆, and ∆G in
364
the small range of temperature exhibited little difference, average value of ∆H, ∆,
365
and ∆G was used. It was showed that Ea, ∆H, ∆, of traditional enzymolysis were
366
higher than that of SDFU assisted enzymolysis (p < 0.05). When compared with
367
traditional enzymolysis, thermodynamic parameters Ea, ∆H and ∆, of enzymolysis
368
with SDFU pretreatment reduced by 19.2%, 20.4% and 1.6%. However, Gibbs free
369
energy of SDFU assisted enzymolysis increase by 1.6% when compared with
370
traditional enzymolysis. 17
371
Activation energy is the energy barrier between ground state and activated state of
372
substrate during converting substrate to product. As ultrasound pretreatment
373
decreased the activation energy of enzymolysis, potato protein pretreated with
374
ultrasound was easier and more efficient to reach activated state.
375
Positive values of enthalpy changes indicated endothermic nature of the hydrolysis
376
reaction. Since ∆G = ∆H − T∆S, decreasing the enthalpy was able to decrease the
377
Gibbs free energy. Also, lower enthalpy meant lower energy cost in converting
378
substrates to products. Negative values of entropy changes indicated lowering of
379
entropy during the hydrolysis. Changing the disordering in the reaction system by
380
combining the enzyme and substrate and by converting enzyme-substrate complex
381
from ground state to active state may be the reasons for that. The absolute value of
382
entropy suggested that potato protein pretreated with ultrasound may be easier to
383
combine with alcalase.
384
Althougth Gibbs free energy ∆ G and activation energy Ea belong to different
385
theories, they have the similar meaning in thermodynamic. In enzyme catalysis,
386
Gibbs free energy will be the energy barrier between ground state of complex of
387
substrate binding with enzyme and activated state of the complex of substrate
388
binding with enzyme. It was not surprised that the Gibbs free energy in SDFU
389
assisted enzymolysis was little higher than traditional enzymolysis. Because change
390
of Gibbs free energy during enzymolysis was considered as the sum of minimum
391
free energy change from free substrate to product ∆)" and free energy change of
392
substrate binding to enzyme ∆)3[35]. Ultrasound has been turned out to decrease 18
393
KM and improve the affinity of substrate and enzyme [29, 30]. The increase in
394
affinity would lead to increasing the ∆)3. Thus ∆G in SDFU assisted enzymolysis
395
may be little higher than traditional enzymolysis. Therefore, it suggested that SDFU
396
assisted enzymolysis of potato protein may decrease KM and increase the association
397
of potato protein to alcalase in present research.
398
3.4. Effect of the SDFU pretreatment on initial reaction rate of enzymolysis
399
The initial reaction rate of enzymolysis was first determined according to the
400
reported method by substrate decreasing[38]. The concentration of hydrolyzed
401
potato protein during hydrolysis was showed in Fig. 4. It has been suggested initial
402
velocity could be determined using the data in the early steady state phase of the enzymolysis
403
because formation of product or disappearance of substrate might display a linear relation with
404
time during this period [40]. It was also showed that formation of product or disappearance of
405
substrate verse time fitted linear model well when the consumption of initial substrate
406
concentrate was no more than 10% [40]. Our data in Fig. 5 showed that substrates at different
407
concentration consumed during the initial 10 min were all lower than 2 g/L for both the potato
408
protein pretreated with and without ultrasound. It indicated that the consumption of initial
409
substrate concentrate was less than 5%. Therefore, the slope of linear regression model of
410
hydrolyzed potato protein concentration versus time during the initial 10 min was
411
considered as initial reaction rate. The initial reaction rate of traditional enzymolysis
412
and SDFU assisted enzymolysis at different substrate concentration was showed in
413
Table 3-(a). The regression model exhibited good linear relationship as regression
414
coefficient (R2) of all linear plots was at the range of 0.988 to 0.998. Therefore, the 19
415
data of the initial reaction rate obtained was reasonable. The results showed that
416
increasing the substrate concentration was able to increase the initial reaction rate (p
417
< 0.05). However, the initial reaction rate was not significantly different between the
418
substrate concentration of 24.160 and 30.200g/L for both traditional and SDFU
419
assisted enzymolysis. Morevoer, when the substrate concentration was at the level of
420
24.160, 30.200 and 36.240 g/L, the initial reaction rate of ultrasound assisted
421
enzymolysis did not show significant difference with that of traditional enzymolysis
422
at the same substrate concentration. The initial reaction rate of ultrasound assisted
423
enzymolysis was 1.127 and 1.075 times higher than that of traditional enzymolysis at
424
the substrate concentration of 20 and 30 g/L respectively.
425
Reaction rate in enzymalysis can be also calculated by accumulation of the product
426
during hydrolysis. Thus concentration of the product potato protein hydrolysate was
427
used to determine the initial reaction rate. The slope of linear regression model (R2 in
428
the range of 0.980 to 0.991) of potato protein concentration hydrolysate against time
429
during the initial 10 min was considered as initial reaction rate of traditional
430
enzymolysis. While the slope of linear regression model (R2 in the range of 0.978 to
431
0.998) of potato protein concentration hydrolysate versus time during the initial 8
432
min was considered as initial reaction rate of SDFU assisted enzymolysis. The data
433
during initial 8 min was used in SDFU assisted enzymolysis because regression
434
coefficient in that case was higher and able to make the linear regression model more
435
reasonable. The results were showed in Table 3-(b). When compared traditional and
436
SDFU assisted enzymolysis, the difference of the initial reaction rate was not 20
437
significantly different at the same substrate concentration of 18.120, 24.160 and
438
36.240 g/L (p > 0.05). On the contrary, the initial reaction rate showed significant
439
difference at the same substrate concentration of 12.080 and 30.200 g/L (p< 0.05).
440
These were similar to the results got by substrate loss except at the substrate
441
concentration of 30.200 g/L. Otherwise, initial reaction rate at substrate
442
concentration of 30.200 and 36.240 g/L was higher than other substrate
443
concentrations in SDFU assisted enzymolysis, whereas only at 36.240 g/L in
444
traditional enzymolysis. This was similar to the results got by substrate loss that
445
increasing the substrate concentration was able to increase the initial reaction rate.
446
It was not surprised that the results of initial reaction rate did not consistence with
447
the results of reaction rate constant at the substrate concentration of 24.160 g/L at
448
50 °C. Because the initial reaction rate showed was apparent reaction rate and was
449
also related with changes of substrate. It was suggested that conversion rate constant
450
of enzyme-substrate complex to products in our research in traditional enzymolysis
451
may be faster than ultrasound assisted enzymolysis.
452
3.5. Effect of SDFU pretreatment on enzymolysis kinetic parameters KM and kA
453
To determine the kinetic parameters for both traditional enzymolysis and SDFU
454
pretreatment, the Lineweaver–Burk equation (Eq. (11)) was used. The initial rates
455
obtained by substrate consumption and product accumulation were both used to
456
determine the KM and kA. The plots of 1/V0 versus 1/S0 for traditional and ultrasound
457
assisted enzymolysis was showed in Fig. 6. The regression coefficient (R2) of linear
458
regression plots was 0.990 and 0.987 for traditional and ultrasound assisted 21
459
enzymolysis where the initial rates obtained by substrate consumption. While the
460
regression coefficient (R2) of linear regression plots was 0.978 and 0.963 for
461
traditional and ultrasound assisted enzymolysis where the initial rates obtained by
462
product accumulation. It indicated that our date was able to describe the enzymolysis
463
kinetics well. Nevertheless, the linear models got using initial rates obtained by
464
substrate consumption were better than that by product accumulation.
465
As showed in Table 4, the kinetic parameters KM and kcat were calculated by the
466
slope and intercept of the above linear models. It was proved that SDFU assisted
467
enzymolysis of potato protein decrease Michaelis constant KM. The results showed
468
that KM of ultrasound assisted enzymolysis got from substrate consumption and
469
product accumulation reduced by 37.5% and 36.5% respectively when compared
470
with traditional enzymolysis. Since KM was usually used to represent the apparent
471
affinity of substrate to the enzyme, decreasing of KM demonstrated increasing of the
472
apparent affinity between potato proteins with alcalase. It may explain the reason
473
why Gibbs free energy in SDFU assisted enzymolysis was little higher than
474
traditional enzymolysis. The decrease in KM value for SDFU assisted enzymolysis
475
was possibly due to the fact that ultrasonic pretreatment had partly altered the
476
conformation of the potato proteins and surface properties of materials[31-33, 41].
477
The change of KM indicated that pretreatment with ultrasound was able to promote
478
the enzymatic hydrolysis efficiency of potato protein. However, the breakdown
479
constant of ultrasound assisted enzymolysis kcat was lower than traditional
480
enzymolysis in our research. That was different with the results got by other 22
481
researches in which ultrasound increased the breakdown constant when using
482
alcalase to hydrolyze other proteins [29-31]. However, that was able to explain our
483
results why concentration of protein hydrolysate did not show significant difference.
484
The possible mechanism of SDFU pretreatment improved the enzymolysis efficiency
485
of potato protein was outline in Fig 7. SDFU pretreatment made the association of
486
potato protein and alcalase easier according to the activation free energy change of
487
binding. This resulted in the lower KM of SDFU assisted enzymolysis. At the early
488
stage of hydrolysis, the lower KM of SDFU assisted enzymolysis lead to higher
489
accumulation amount of enzyme-substrate complex. It enhanced the conversion rate
490
of potato protein even though the kcat was lower for SDFU assisted enzymolysis.
491
Therefore, the concentration of protein hydrolysate was higher in ultrasound assisted
492
enzymolysis. However, as the substrate was consumed faster, the diffusion of
493
enzyme to new substrate in SDUF assisted enzymolysis may slow down and
494
accumulation
495
accumulation amount of enzyme-substrate complex in traditional enzymolysis
496
decreased more slowly. Meanwhile, the higher kcat resulted in increasing the
497
conversion rate of potato protein of traditional enzymolysis. After a certain time, the
498
concentration of protein hydrolysate came to the same level for traditional and
499
SDFU assisted enzymolysis. Furthermore, combination and breakdown of substrate
500
and enzyme became balance in both SDFU assisted and traditional enzymolysis, and
501
potato protein conversion was conducted at the similar rate. Then the concentration
502
of protein hydrolysate did not show significantly difference during the hydrolysis
amount
of
enzyme-substrate
complex
decreased.
Whereas
23
503
after that time. As temperature went higher to 60 °C, the activity and diffusion rate of
504
enzyme increased faster, the balance appeared at a short time.
505
In conclusion,SDFU pretreatment was able to promote the enzymolysis efficiency
506
of commercial potato protein in the way of increasing the concentrate of potato
507
protein hydrolysate and shorten the hydrolysis time. The increase in the efficiency
508
was related with the decrease of the thermodynamic parameters including Ea, ∆H
509
and ∆, and kinetic parameters KM. These lowered the energy barrier between
510
ground state and atctive sate of substate-enzyme complex and made the association
511
of substate and enzyme easier and more efficiency. Nevertheless, SDFU assisted
512
enzymolysis only superior to traditional enzymolysis in a limited time. Our
513
hypothesis that the balance between the association effect of KM and breakdown
514
effect of kcat on complex of substrate and enzyme may lead to the loss of significant
515
difference in potato protein hydrolysate concentration between traditional and SDFU
516
assisted enzymolysis after a certain time. The effect of SDFU pretreatment on the
517
structure of potato protein and surface properties of potato protein particles will be
518
investigated in the future to explain the reasons for SDFU induced changes of
519
thermodynamic and kinetic parameters.
520
521
Acknowledgement
522
The study was supported, in part, by the National Natural Science Foundation of
523
China (Grants No. 31301422), the Natural Science Foundation of Jiangsu Province
524
(Grants No. BK20130494), the National High Technology Research and 24
525
Development Program of China (Grants No. 2013AA102203), Senior Personnel
526
Program (Grants No.11JDG051) and Young Backbone Teachers Program of Jiangsu
527
University.
528
Notes
529
The authors declare no competing financial interest.
530
531
532
533
534
535
536
537
538
539
540
541
542
25
543
Reference
544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585
[1] V. Bártová, J. Bárta, Chemical composition and nutritional value of protein concentrates isolated from potato (Solanum tuberosum L.) fruit Juice by precipitation with ethanol or ferric chloride, J. Agri. Food Chem. 57 (2009) 9028-9034. [2] M. Friedman, Nutritional Value of Proteins from Different Food Sources. A Review, J. Agri. Food Chem. 44 (1996) 6-29. [3] G.A. Van Koningsveld, P. Walstra, H. Gruppen, G. Wijngaards, M.A.J.S. Van Boekel, A.G.J. Voragen, Formation and stability of foam made with various potato protein preparations, J. Agri. Food Chem. 50 (2002) 7651-7659. [4] G.A. Van Koningsveld, P. Walstra, A.G.J. Voragen, I.J. Kuijpers, M.A.J.S. Van Boekel, H. Gruppen, Effects of protein composition and enzymatic activity on formation and properties of potato protein stabilized emulsions, J. Agri. Food Chem. 54 (2006) 6419-6427. [5] A. Waglay, S. Karboune, M. Khodadadi, Investigation and optimization of a novel enzymatic approach for the isolation of proteins from potato pulp, LWT - Food Sci. Technol. 65 (2016) 197-205. [6] A. Waglay, S. Karboune, A novel enzymatic approach based on the use of multi-enzymatic systems for the recovery of enriched protein extracts from potato pulp, Food Chemistry, 220 (2017) 313-323. [7] S. Dabestani, J. Arcot, V. Chen, Protein recovery from potato processing water: Pre-treatment and membrane fouling minimization, J Food Eng. 195 (2017) 85-96. [8] C. Kamnerdpetch, M. Weiss, C. Kasper, T. Scheper, An improvement of potato pulp protein hydrolyzation process by the combination of protease enzyme systems, Enzyme Microb. Technol. 40 (2007) 508-514. [9] L.L. Wang, Y.L. Xiong, Inhibition of lipid oxidation in cooked beef patties by hydrolyzed potato protein is related to its reducing and radical scavenging ability, J. Agri. Food Chem. 53 (2005) 9186-9192. [10] C.C. Udenigwe, M.C. Udechukwu, C. Yiridoe, A. Gibson, M. Gong, Antioxidant mechanism of potato protein hydrolysates against in vitro oxidation of reduced glutathione, J Funct. Foods, 20 (2016) 195-203. [11] K. Kudo, S. Onodera, Y. Takeda, N. Benkeblia, N. Shiomi, Antioxidative activities of some peptides isolated from hydrolyzed potato protein extract, J Funct. Foods, 1 (2009) 170-176. [12] S. Mäkinen, T. Streng, L.B. Larsen, A. Laine, A. Pihlanto, Angiotensin I-converting enzyme inhibitory and antihypertensive properties of potato and rapeseed protein-derived peptides, J Funct. Foods, 25 (2016) 160-173. [13] A. Pihlanto, S. Akkanen, H.J. Korhonen, ACE-inhibitory and antioxidant properties of potato (Solanum tuberosum), Food Chem. 109 (2008) 104-112. [14] A. Waglay, S. Karboune, Enzymatic generation of peptides from potato proteins by selected proteases and characterization of their structural properties, Biotechnol. Prog. 32 (2016) 420-429. [15] J. Miedzianka, A. Peksa, M. Pokora, E. Rytel, A. Tajner-Czopek, A. Kita, Improving the properties of fodder potato protein concentrate by enzymatic hydrolysis, Food Chem. 159 (2014) 512-518. [16] A. Peksa, J. Miedzianka, Amino acid composition of enzymatically hydrolysed potato protein preparations, Czech J Food Sci. 32 (2014) 265-272. [17] Y. Cheng, Y.L. Xiong, J. Chen, Antioxidant and emulsifying properties of potato protein hydrolysate in soybean oil-in-water emulsions, Food Chem. 120 (2010) 101-108. [18] G. Nieto, M. Castillo, Y.L. Xiong, D. Álvarez, F.A. Payne, M.D. Garrido, Antioxidant and emulsifying 26
586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629
properties of alcalase-hydrolyzed potato proteins in meat emulsions with different fat concentrations, Meat Sci. 83 (2009) 24-30. [19] L.L. Wang, Y.L. Xiong, Inhibition of oxidant-induced biochemical changes of pork myofibrillar protein by hydrolyzed potato protein, J Food Sci. 73 (2008) C482-C487. [20] D. Panyam, A. Kilara, Enhancing the functionality of food proteins by enzymatic modification, Trends Food Sci Technol. 7 (1996) 120-125. [21] M. Chalamaiah, B.D. Kumar, R. Hemalatha, T. Jyothirmayi, Fish protein hydrolysates: Proximate composition, amino acid composition, antioxidant activities and applications: A review, Food Chem. 135 (2012) 3020-3038. [22] R.E. Aluko, Antihypertensive Peptides from Food Proteins, in: M.P. Doyle, T.R. Klaenhammer (Eds.) Annu. Rev. Food Sci. Technol. 6(2015) 235-262. [23] D.A. Luna-Vital, L. Mojica, E.G. de Mejia, S. Mendoza, G. Loarca-Pina, Biological potential of protein hydrolysates and peptides from common bean (Phaseolus vulgaris L.): A review, Food Res. Inter. 76 (2015) 39-50. [24] O. Power, P. Jakeman, R.J. FitzGerald, Antioxidative peptides: enzymatic production, in vitro and in vivo antioxidant activity and potential applications of milk-derived antioxidative peptides, Amino Acids, 44 (2013) 797-820. [25] H. Uluko, S.W. Zhang, L. Liu, M. Tsakama, J. Lu, J.P. Lv, Effects of thermal, microwave, and ultrasound pretreatments on antioxidative capacity of enzymatic milk protein concentrate hydrolysates, J Funct. Foods, 18 (2015) 1138-1146. [26] H. Uluko, S.W. Zhang, L. Liu, J.H. Chen, Y.J. Sun, Y.L. Su, H.J. Li, W.M. Cui, J.P. Lv, Effects of microwave and ultrasound pretreatments on enzymolysis of milk protein concentrate with different enzymes, Int. J Food Sci. Tech. 48 (2013) 2250-2257. [27] A.T. Girgih, D.F. Chao, L. Lin, R. He, S. Jung, R.E. Aluko, Enzymatic protein hydrolysates from high pressure-pretreated isolated pea proteins have better antioxidant properties than similar hydrolysates produced from heat pretreatment, Food Chem. 188 (2015) 510-516. [28] C. Ozuna, I. Paniagua-Martínez, E. Castaño-Tostado, L. Ozimek, S.L. Amaya-Llano, Innovative applications of high-intensity ultrasound in the development of functional food ingredients: Production of protein hydrolysates and bioactive peptides, Food Res. Inter. 77 (2015) 685-696. [29] W. Qu, H. Ma, B. Liu, R. He, Z. Pan, E.E. Abano, Enzymolysis reaction kinetics and thermodynamics of defatted wheat germ protein with ultrasonic pretreatment, Ultrason. Sonochem. 20 (2013) 1408-1413. [30] J. Jin, H. Ma, W. Qu, K. Wang, C. Zhou, R. He, L. Luo, J. Owusu, Effects of multi-frequency power ultrasound on the enzymolysis of corn gluten meal: Kinetics and thermodynamics study, Ultrason. Sonochem. 27 (2015) 46-53. [31] Y. Zhang, H. Ma, B. Wang, W. Qu, Y. Li, R. He, A. Wali, Effects of Ultrasound pretreatment on the enzymolysis and structural characterization of wheat gluten, Food Biophys. 10 (2015) 385-395. [32] J. Jin, H. Ma, B. Wang, A.E.-G.A. Yagoub, K. Wang, R. He, C. Zhou, Effects and mechanism of dual-frequency power ultrasound on the molecular weight distribution of corn gluten meal hydrolysates, Ultrason. Sonochem. 30 (2016) 44-51. [33] Y. Zhang, B. Wang, C. Zhou, G.G. Atungulu, K. Xu, H. Ma, X. Ye, M.A.Y. Abdualrahman, Surface topography, nano-mechanics and secondary structure of wheat gluten pretreated by alternate dual-frequency ultrasound and the correlation to enzymolysis, Ultrason. Sonochem. 31 (2016) 267275. 27
630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647
[34] A.G. Gornall, C.J. Bardawill, M.M. David, Determination of serum proteins by means of the biuret reaction, J. biol. Chem. 177 (1949) 751-766. [35] K.L. Parkin, Enzymes, in: S. Damodaran, K.L. Parkin, O.R. Fennema (Eds.) Fennema's food chemistry, CRC press, FL, 2007, pp. 331-436. [36] J. Adler-Nissen, Enzymic hydrolysis of food proteins, Elsevier Applied Science Publishers, 1986. [37] Z. Zhang, B. Guo, S. LIiu, The analysis on enzymatic hydrolysis of potato protein, Food Research and Developent, 30(2009) 112-114. [38] W. Qu, H. Ma, J. Jia, R. He, L. Luo, Z. Pan, Enzymolysis kinetics and activities of ACE inhibitory peptides from wheat germ protein prepared with SFP ultrasound-assisted processing, Ultrason. Sonochem. 19 (2012) 1021-1026. [39] S. Benjakul, M.T. Morrissey, Protein hydrolysates from pacific whiting solid wastes, J Agric.Food Chem. 45 (1997) 3423-3430. [40] R. A. Copeland, Enzymes: a practical introduction to structure, mechanism, and data
analysis, John Wiley and Sons, NY, 2000 [41] B. Wang, T. Meng, H. Ma, Y. Zhang, Y. Li, J. Jin, X. Ye, Mechanism study of dual-frequency ultrasound assisted enzymolysis on rapeseed protein by immobilized Alcalase, Ultrason. Sonochem. 32 (2016) 307-313.
648
649
650
651
652
653
654
655
656
657
658 28
659
Figure Captions
660
Fig 1 The concentration of potato protein hydrolysate during (a) traditional and (b)
661
simultaneous dual-frequency energy-gathered ultrasound assisted enzymolysis at
662
different temperatures with substrate and enzyme concentration of 24.160 and 0.400
663
g/L respectively.
664
Fig 2 The concentration of potato protein hydrolysate during (a) traditional and (b)
665
simultaneous dual-frequency energy-gathered ultrasound assisted enzymolysis at
666
different substrate concentrations at 50 ºC.
667
Fig 3 Linear transformation plots of first order kinetic model for (a) traditional and
668
(b) simultaneous dual-frequency energy-gathered ultrasound assisted enzymolysis at
669
different temperatures with substrate and enzyme concentration of 24.160 and 0.400
670
g/L respectively.
671
Fig 4 Linear fitting curves of lnk against 1/T respectively for traditional and
672
simultaneous dual-frequency energy-gathered ultrasound assisted enzymolysis at
673
different temperatures with substrate and enzyme concentration of 24.160 and 0.400
674
g/L.
675
Fig 5 The consumption concentration of potato protein during (a) traditional and (b)
676
simultaneous dual-frequency energy-gathered ultrasound assisted enzymolysis at
677
different substrate concentrations at 50 ºC.
678
Fig 6 Double reciprocal linear transformation plots of initial reaction rate obtained
679
by (a) substrate loss or (b) product accumulation versus substrate concentration in
680
traditional and simultaneous dual-frequency energy-gathered ultrasound assisted
681
enzymolysis.
682
Fig 7 The outline of possible mechanism in SDFU pretreatment improving the
683
enzymolysis efficiency of potato protein in limited time. 29
684 685 686 687
Table 1 The reaction rate constant for traditional and simultaneous dual-frequency energy-gathered ultrasound assisted enzymolysis at different temperatures
T(K) 303 313 323 333
Traditional enzymolysis kt (1/min) 0.0072±0.0006h 0.0104±0.0004f 0.0209±0.0012d 0.0405±0.0013b
R2
Ultrasound assisted enzymolysis ku (1/min)
R2
0.984±0.006 0.990±0.003 0.995±0.002 0.995±0.004
0.0111±0.0009g 0.0147±0.0006e 0.0243±0.0008c 0.0462±0.0023a
0.995±0.004 0.987±0.010 0.991±0.002 0.997±0.003
688 689
30
690 691 692
Table 2 Thermodynamic parameters for traditional and simultaneous dualfrequency energy-gathered ultrasound assisted enzymolysis Ea △H △S (kJ·mol-1) (kJ·mol-1) (J·mol-1·K-1) Traditional enzymolysis Ultrasound assisted enzymolysis
46.329 37.437
43.685 34.793
-194.946 -198.046
△G (kJ·mol-1) 62.036 63.013
693 694
31
695 696 697 698 699
Table 3 Initial reaction rate of traditional and simultaneous dual-frequency energy-gathered ultrasound assisted enzymolysis of potato protein at different substrate concentrations obtained by (a) substrate consumption and (b) product accumulation.
Traditional enzymolysis
Ultrasound assisted enzymolysis
Substrate concentration (g·L-1) 12.080 18.120 24.160 30.200 36.240 12.080 18.120 24.160 30.200 36.240
Initial reaction rate (g·L-1·min-1) (a)
(b)
0.0952 ± 0.0017F
0.295 ± 0.002h
0.1155 ± 0.0057D
0.385 ± 0.014fg
0.1342 ± 0.0001
B
0.462 ± 0.006
de
0.1372 ± 0.0051
B
0.523 ± 0.044
bcd
0.1478 ± 0.0070
A
0.513 ± 0.042
bc
0.1073 ± 0.0030
E
0.365 ± 0.043
g
0.1242 ± 0.0008
C
0.436 ± 0.009
ef
0.1379 ± 0.0032
B
0.493 ± 0.064
cde
0.1392 ± 0.0007
B
0.590 ± 0.022
a
0.1502 ± 0.0041A
0.564 ± 0.032ab
700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 32
727 728 729 730 731
Table 4 Kinetic parameters (KM, kA) of traditional and simultaneous dualfrequency energy-gathered ultrasound assisted enzymolysis obtained by (a) substrate consumption and (b) product accumulation (E0 is 0.400 g·L-1). kA (min-1)
KM (g·L-1) Traditional enzymolysis Ultrasound assisted enzymolysis
(a)
(b)
(a)
(b)
13.726
25.578
0.510
1.850
8.572
16.224
0.459
1.681
732 733 734
33
30
Concentration of Protein Hydrolysate (mg/mL)
Concentration of Protein Hydrolysate (mg/mL)
735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778
Traditional enzymolysis 30 oC o 40 C 50 oC 60 oC
25
20
15
10
5
0 0
20
40
60
80
Hydrolysis Time (min)
100
120
30
Ultrasound-assisted enzymolysis o
30 C o 40 C 50 oC 60 oC
25
20
15
10
5
0 0
20
40
60
80
100
120
Hydrolysis Time (min)
Figure 1
34
30
Concentration of Protein Hydrolysate (mg/mL)
Concentration of Protein Hydrolysate (mg/mL)
779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799
(a)Traditional emzymolysis 12.08 g/L 18.12 g/L 24.16 g/L 30.20 g/L 36.24 g/L
25
20
15
10
5
0 0
20
40
60
80
Hydrolysis Time (min)
100
120
30
(b)Ultrasound assisted emzymolysis 12.08 g/L 18.12 g/L 24.16 g/L 30.20 g/L 36.24 g/L
25
20
15
10
5
0 0
20
40
60
80
100
120
Hydrolysis Time (min)
Figure 2
35
3.2
3.2
3.0
3.0
ln(C∞ - Ct)
ln(C∞ - Ct)
800 801 802 803
2.8
2.8
(a)Traditional enzymolysis 303 313 323 333
2.6
K K K K
(b)Ultrasound assisted enzymolysis
2.4
2.4 0
804 805 806 807 808
303 K 313 K 323 K 333 K
2.6
2
4
6
8
Hydrolysis Time (min)
10
12
0
2
4
6
8
10
12
Hydrolysis Time (min)
Figure 3
36
-2.5
Traditional enzymolysis Ultrasound-assisted enzymolysis
-3.0
-3.5
y = −4.503 ×10 3 x + 10.761
R 2 = 0.962
-1
lnk (min )
809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825
-4.0
-4.5
y = −5.572 × 10 3 x + 13.970
R 2 = 0.979
-5.0
-5.5 0.0031
0.0032
0.0033
0.0034
1/T (K-1)
Figure 4
37
8.0
8.0
(a)Traditional enzymolysis
Concentration of Protein Hydrolyzed (g/L)
Concentration of Protein Hydrolyzed (g/L)
826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869
12.08 g/L 18.12 g/L 24.16 g/L 30.20 g/L 36.24 g/L
6.0
4.0
2.0
0.0
(b) Ultrasound-assisted enzymolysis 12.08 g/L 18.12 g/L 24.16 g/L 30.20 g/L 36.24 g/L
6.0
4.0
2.0
0.0 0
20
40
60
80
Hydrolysis Time (min)
100
120
0
20
40
60
80
100
120
Hydrolysis Time (min)
Figure 5
38
12
4.0
(a)
Traditonal enzymolysis Ultrasound-assisted enzymolysis
(b)
Traditonal enzymolysis Ultrasound-assisted enzymolysis 3.5
y = 67.459 x + 4.902
R 2 = 0.990
8
y = 46.724 x + 5.451
R 2 = 0.987
1/V0 (min. L.g-1)
10
1/V0 (min. L. g-1)
870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897
3.0
y = 27.650 x + 1 .081
R 2 = 0.985
2.5
2.0
6
y = 19.307 x + 1.190
R 2 = 0.965
1.5
4 0.02
0.03
0.04
0.05
0.06 -1
1/S0(L.g )
0.07
0.08
0.09
1.0 0.02
0.03
0.04
0.05
0.06
0.07
0.08
0.09
1/S0(L.g-1)
Figure 6
898
899
900
901
902
903
904 39
905 [PPT] : Potato protein pretreated without SDFU [PPU] : Potato protein pretreated with SDFU
[Alc]:Alcalase
*: Transition state
[PPT-Alc] :Complex of [PPT] and [Alc] [PPU-Alc] :Complex of [PP U] and [Alc] △GT , GU : Activation free energy change of ground state to transition state
[PPT*-Alc] [PPU* -Alc]
△GT T, GUT: Minimum net activation free energy change for reaction to occur
KM-U > KM-T
△ GTS: Activation free energy change of binding [PPT ] and [Alc] △ GUS: Activation free energy change of binding [PPU ] and [Alc]
kcat-U < kcat-T
△GU
[PPU] + [Alc]
△GUT
t1
t0 [PPT] + [Alc]
[PPT-Alc] [PPU-Alc]
△ GT
△GTS
:Potato protein hydrolyate
CU>CT (p < 0.05)
:Potato protein pretreated with SDFU △ GUS
: Potato protein pretreated without SDFU
:Alcalase
CU: Concentration of PPH prepared using potato protein pretreated with SDFU
906
Balance of Affinity and Breakdown
△GTT
△GTS < △GUS
KM-U > KM-T
CT: Concentration of PPH prepared using potato protein pretreated without SDFU
t2
t3 CU=CT (p > 0.05)
KM -U, KM -T: Michaelis constant of SDFU-assisted and traditional enzymolysis kcat-U,k cat-T: Breakdown rate constantof SDFU-assisted and traditional enzymolysis
907 908
Figure 7
909
910
911
912
913
914
915
916
917
918
919 920 40
TOC Graph Concentration of Protein Hydrolysate (mg/mL)
921
[PPT*-Alc] [PPU*-Alc] △GTT △ GU
30
CU = CT
25
CU > C T 20
15 Hydrolysis Temperature
10
5
CU > CT
Concentration of Protein Hydrolysate (mg/mL)
△GUT
△GTS
[PPT] + [Alc]
△GT
[PPT-Alc]
△GUS
[PPU-Alc] △GTS < △GUS
KM-U > KM-T
922
30
20
40
60
80
100
120
Substrate concentration
U-24.16 g/L U-36.24 g/L T-24.16 g/L T-36.24 g/L
25
20
15
CU = CT 10
CU > CT
5
0 0
20
40
60
80
100
120
Hydrolysis Time (min)
KM-U > KM-T
t0
T-40 o C T-60 o C
0 0
[PPU] + [Alc]
U-40 oC U-60 oC
CU = CT
kcat-U < kcat-T
t1 CU > CT (p < 0.05)
Balance of Affinity and Breakdown
t2
t3 CU = CT (p > 0.05)
923
924 925
41
926
Highlights
927
(1) The efficiency of potato protein enzymolysis can be improved by simultaneous
928
929 930
931 932
dual frequency energy-gathered ultrasound (SDFU) pretreatment. (2) The thermodynamics and kinetics of traditional and SDFU assisted enzymolysis of potato protein was investigated. (3) The decrease of Ea and KM by SDFU pretreatment resulted in the higher enzymolysis efficiency of potato protein.
933 934
42