Subscriber access provided by Uppsala universitetsbibliotek
Article
Rational design of Bacillus coagulans NL01 L-arabinose isomerase and using its F279I variant in D-tagatose production Zhaojuan Zheng, Wending Mei, Meijuan Xia, Qin He, and Jia Ouyang J. Agric. Food Chem., Just Accepted Manuscript • Publication Date (Web): 22 May 2017 Downloaded from http://pubs.acs.org on May 23, 2017
Just Accepted “Just Accepted” manuscripts have been peer-reviewed and accepted for publication. They are posted online prior to technical editing, formatting for publication and author proofing. The American Chemical Society provides “Just Accepted” as a free service to the research community to expedite the dissemination of scientific material as soon as possible after acceptance. “Just Accepted” manuscripts appear in full in PDF format accompanied by an HTML abstract. “Just Accepted” manuscripts have been fully peer reviewed, but should not be considered the official version of record. They are accessible to all readers and citable by the Digital Object Identifier (DOI®). “Just Accepted” is an optional service offered to authors. Therefore, the “Just Accepted” Web site may not include all articles that will be published in the journal. After a manuscript is technically edited and formatted, it will be removed from the “Just Accepted” Web site and published as an ASAP article. Note that technical editing may introduce minor changes to the manuscript text and/or graphics which could affect content, and all legal disclaimers and ethical guidelines that apply to the journal pertain. ACS cannot be held responsible for errors or consequences arising from the use of information contained in these “Just Accepted” manuscripts.
Journal of Agricultural and Food Chemistry is published by the American Chemical Society. 1155 Sixteenth Street N.W., Washington, DC 20036 Published by American Chemical Society. Copyright © American Chemical Society. However, no copyright claim is made to original U.S. Government works, or works produced by employees of any Commonwealth realm Crown government in the course of their duties.
Page 1 of 32
Journal of Agricultural and Food Chemistry
Rational design of Bacillus coagulans NL01 L-arabinose isomerase and using its F279I variant in D-tagatose production
Zhaojuan Zheng1, 2#, Wending Mei2#, Meijuan Xia2, Qin He2, Jia Ouyang1, 2, 3*
1
Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest
Resources, Nanjing 210037, People’s Republic of China 2
College of Chemical Engineering, Nanjing Forestry University, Nanjing 210037,
People’s Republic of China 3
Key Laboratory of Forest Genetics and Biotechnology of the Ministry of Education,
Nanjing 210037, People’s Republic of China
#
*
These authors contributed equally to this work. Correspondence and requests for materials should be addressed to J.O.Y.
(
[email protected]).
1
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
1
Abstract
2
D-Tagatose
3
isomerase (AI) from D-galactose. To improve the activity of AI toward D-galactose,
4
the AI of Bacillus coagulans was rationally designed based on molecular modeling
5
and docking. After alanine scanning and site-saturation mutagenesis, variant F279I
6
that exhibited improved activity toward
7
temperature and pH of F279I were determined to be 50 °C and 8.0, respectively. This
8
variant possessed 1.4-fold catalytic efficiency compared with the wild-type (WT)
9
enzyme. The recombinant Escherichia coli overexpressing F279I also showed
10
obvious advantages over WT in biotransformation. Under optimal conditions, 67.5 g
11
L-1 and 88.4 g L-1
12
D-galactose,
13
promising alternative for large-scale D-tagatose production.
is a prospective functional sweetener that can be produced by L-arabinose
D-tagatose
D-galactose
was obtained. The optimal
could be produced from 150 g L-1 and 250 g L-1
respectively, in 15 h. The biocatalyst constructed in this study presents a
14 15
Keywords: L-Arabinose isomerase; Rational design; D-Tagatose; Biotransformation
16
2
ACS Paragon Plus Environment
Page 2 of 32
Page 3 of 32
Journal of Agricultural and Food Chemistry
17
Introduction
18
D-Tagatose,
19
naturally in gums and dairy products. It shows two obvious advantages over certain
20
common sugars like sucrose and glucose. Firstly, it has only 38% of the calories of
21
sucrose, while the sweetness of the two sugars is almost the same1. Due to this
22
property, it has been used in functional drinks and health foods that are designed for
23
weight loss. Secondly,
24
compared to 100 and 68 for glucose and sucrose, respectively2. As the intake of
25
sugars with high GI values can easily increase the blood sugar level3, D-tagatose can
26
serve as an alternative to these sugars in the treatment of hyperglycemia caused by
27
type 2 diabetes. In addition to the two advantages above, D-tagatose has no laxative
28
effect and has a tooth protection property, which have made it a welcome sweetener
29
in oral hygiene products4. Meanwhile, it can also be used as a synthetic block for
30
other optically active compounds and additives in detergents and cosmetics5.
31
an isomer of D-galactose and D-fructose, is a rare hexoketose that occurs
D-tagatose
The enzymatic production of
shows a very low glycemic index (GI) of 3,
D-tagatose
from
D-galactose
using L-arabinose
32
isomerase (AI, EC 5.3.1.4) as the catalyst has undergone rapid development in recent
33
years. AI can catalyze two reactions, the isomerization of D-galactose to D-tagatose
34
and the isomerization of L-arabinose to L-ribulose, because of the conformational
35
similarity of the two substrates6. A large number of reported AIs are from
36
thermophilic
37
stearothermophilus7, Geobacillus
38
saccharolyticum9,
or
hyperthermophilic
Alicyclobacillus
bacteria,
including
Geobacillus
thermodenitrificans8, Thermoanaerobacterium hesperidum10,
Acetivibrio
3
ACS Paragon Plus Environment
cellulolytics11,
Journal of Agricultural and Food Chemistry
Page 4 of 32
39
Anoxybacillus flavithermus12, Bacillus stearothermophilus13, Thermotoga maritima14,
40
and Thermotoga Neapolitana15. These AIs show maximal activity when the reaction
41
temperature is above 70 °C. It has been presumed that high temperature shifts the
42
reaction equilibrium to D-tagatose13. Nevertheless, high temperature also aggravates
43
the unwanted browning reaction and the formation of side products, and it is
44
expensive to remove these side products on an industrial scale. To address this
45
problem, AIs derived from mesophilic or acidophilic bacterial strains such as Bacillus
46
halodurans7,
47
pentosaceus18, and Alicyclobacillus acidocaldarius19 have been characterized and
48
used as substitutes for thermoactive AIs. Some of them, such as the AI from L.
49
fermentum CGMCC2921, achieved comparable conversion rates to thermoactive AIs
50
in D-tagatose preparation16.
Lactobacillus
fermentum16,
Lactobacillus
sakei17,
Pediococcus
51
Many studies show that the rational re-design of an available enzyme based on
52
the structure is a practical strategy for constructing a biocatalyst with desired
53
properties20, 21. For AI, the N175H variant of B. stearothermophilus US100 AI was
54
obtained using this method, and it was consequently active at lower temperatures than
55
the wild-type (WT) enzyme22. In addition, the triple-site (F280N-C450S-N475S)
56
variant of G. thermodenitrificans AI was also obtained and exhibited increased
57
specific activity toward D-galactose23.
58
In our recent study, an araA gene (encoding AI) from a mesophilic Bacillus
59
strains, Bacillus coagulans NL01, was cloned and overexpressed in Escherichia coli
60
BL21(DE3)24. The AI from B. coagulans NL01 (BCAI) showed noticeable activity 4
ACS Paragon Plus Environment
Page 5 of 32
Journal of Agricultural and Food Chemistry
61
toward D-galactose while AIs from other Bacillus strains gave lower or no detectable
62
activity. Moreover, compared with AIs from other mesophilic strains, BCAI
63
possessed several inherent advantages, such as broad temperature adaptability and
64
low dependency on Mn2+. In this study, residues that might affect the substrate
65
specificity of BCAI were analyzed in detail based on substrate-enzyme docking, and
66
the catalytic efficiency of BCAI against D-galactose was successfully improved based
67
on a rational re-design strategy. The production of D-tagatose employing whole cells
68
of E. coli that expressed the resulting variant was also evaluated.
69
Materials and Methods
70
Bacterial strains, plasmids, primers, and chemicals. Bacterial strains, plasmids,
71
and PCR primers used in this study were listed in Table S1. E. coli BL21(DE3) was
72
grown at 37 °C in Luria-Bertani (LB) medium, and ampicillin was added at a
73
concentration of 100 µg mL–1, if necessary. D-galactose, D-tagatose and L-arabinose
74
were purchased from TCI (Japan), and L-ribulose was purchased from Carbosynth
75
(United Kingdom).
76
Molecular modeling and docking. Homology modeling of WT and F279I was
77
performed out using the Build Homology Models module of Discovery Studio (DS)
78
4.0 (BIOVIA, San Diego). Crystal structures of L. fermentum and E. coli AI (RCSB
79
PDB entry, 4LQL and 4F2D) were used as templates. The generated structures were
80
superimposed on 4LQL and 4F2D to confirm the consistency of the models. Their
81
loop regions were optimized using the Refine Loop module of DS 4.0, and the best
82
loop conformations were selected24. Hydrogen atoms and the CHARMM force field 5
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Page 6 of 32
83
were applied to the models. Then, model energies were minimized using 1,000 steps
84
of minimization techniques until the RMS gradient was less than 0.1. The D-galactose
85
molecule was docked to the active sites of the energy-minimized structures using the
86
C-DOCKER module25. The substrate docking poses giving the lowest interaction
87
energy were selected for subsequent visualization and analyses.
88
Site-directed and site-saturation mutagenesis. Both site-directed and site-saturation
89
mutagenesis were conducted using the Fast Mutagenesis System according to the
90
manufacturer’s protocol (TransGen Biotech, Beijing, China). To generate M185A,
91
R186A, F279A, M349A and I370A, GCG was introduced into the corresponding
92
primers for PCR with pETDuet-araA as the template. For site-saturation mutagenesis,
93
NNN was introduced into the corresponding primers for PCR with pETDuet-araA as
94
the template. The PCR products were transformed into E. coli BL21(DE3) to
95
construct mutated plasmids. The mutants were confirmed by DNA sequencing.
96
Initial screening of E. coli transformants obtained by site-saturation mutagenesis.
97
After transformation with the site-saturation mutagenesis reaction mixtures, E. coli
98
BL21(DE3) transformants were grown in 48-well plates at 37 °C and 200 rpm. For
99
expression, the recombinants were grown to a density of OD600
nm
0.6~0.8, then
100
induced by isopropyl-β-D-thiogalactopyranoside (IPTG) for 8 h at 25°C and 200 rpm.
101
The medium was removed by centrifugation at 11,404 g (10,000 rpm) for 10 min. E.
102
coli strains expressing different types (WT or variants) of BCAI were collected for
103
initial screening using a rough activity assay method. The reaction was performed in 1
104
mL of 50 mM Tris-HCl buffer (pH 7.5), 100 mM
D-galactose,
6
ACS Paragon Plus Environment
1 mM Mn2+, and
Page 7 of 32
Journal of Agricultural and Food Chemistry
105
bacterial cells with suitable concentration. The D-tagatose formed was determined by
106
the cysteine-carbazole-sulfuric-acid method at 560 nm26. The strains showing higher
107
activities than WT were selected for further study.
108
Crude extraction and purification of F279I. The recombinant E. coli BL21(DE3)
109
harboring pETDuet-araAF279I was used for F279I expression. The detailed method for
110
extraction and purification of F279I was the same as described for WT in our previous
111
report24.
112
Biochemical assays of purified F279I. The activity and protein concentration of
113
F279I were measured as described in our previous study24. To investigate the effect of
114
temperature on F279I toward
115
30 °C~90 °C. Other conditions were the same as for the standard assay. To determine
116
the effect of pH on activity, the pH was varied from 2.2~7.0 using 50 mM disodium
117
hydrogen phosphate-citric acid buffer and 7.0~10.0 using 50 mM Tris-HCl at optimal
118
temperature. Gradient concentrations (from 12.5 to 700 mM) of aldose (L-arabinose
119
or D-galactose) were used to determine the kinetic parameters of F279I. The reaction
120
mixtures were incubated at 50 °C, pH 8.0 for 20 min and then stopped by chilling the
121
tubes in an ice bath to determine L-ribulose or D-tagatose. Km (mM), Vmax (U mg-1)
122
and kcat (min-1) for
123
regression.
124
Biotransformation for
125
overexpressing F279I. The biotransformation was performed with 10 mL reaction
126
mixtures containing 4.8 g DCW L-1 of recombinant E. coli overexpressing F279I in
L-arabinose
D-galactose,
and
D-tagatose
the temperature was varied from
D-galactose
were calculated by non-linear
production by whole cells of E. coli
7
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
127
50 mM Tris-HCl buffer. The effect of temperature ranging from 40 °C~80 °C on
128
biotransformation was studied using 20 g L-1 D-galactose as the substrate. The effect
129
of D-galactose concentration on biotransformation was investigated between 20 and
130
250 g L-1 at 50 °C. The concentrations of D-galactose and D-tagatose in the reaction
131
mixtures were quantitatively analyzed by high-performance liquid chromatography
132
(HPLC).
133
Analytic methods. The amounts of monosaccharides in the whole-cell biocatalysis
134
system were determined using an HPLC system (Agilent 1200 series, USA) equipped
135
with a Sugar-pak1 column (6.5 × 300 mm) (Waters) and a refractive index detector
136
(SHIMADZU). The column was eluted with deionized water at a flow rate of 0.4 mL
137
min-1 and 80 °C.
138
Results
139
Selection of the modification sites by molecular docking. The structure of BCAI
140
was obtained with the DS 4.0 package using the reported crystal structures of L.
141
fermentum and E. coli AI (RCSB PDB entry 4LQL, 4F2D) as templates. The residues
142
near D-galactose were identified by docking the D-galactose molecule to the active
143
site of the obtained structure. Figure 1 showed that the residues M185, F279, E306,
144
E331, H348, M349, I370 and H447 in the active site were within a docking sphere of
145
6-Å radius around the
146
substrate specificity27. Among these residues, E306, E331, H348 and H447 were the
147
putative catalytic residues determined by multiple sequence alignment and analysis24.
148
In addition, a previous study on B. stearothermophilus US100 AI confirmed that
D-galactose
molecule. These residues might determine the
8
ACS Paragon Plus Environment
Page 8 of 32
Page 9 of 32
Journal of Agricultural and Food Chemistry
149
mutations to these residues could cause a serious loss in AI activity27. Therefore, these
150
four residues were not ideal modification targets. The remaining residues, M185,
151
F279, M349, and I370, were selected for alanine scanning to evaluate the effects of
152
crucial residues on enzyme activity and substrate specificity. Moreover, although the
153
residue R186 was not within the 6-Å sphere, it was also selected because it might
154
affect the conformation of M185 and hence affect substrate binding.
155
Alanine scanning on the selected modification sites. The five selected modification
156
sites were replaced separately by alanine residues to obtain five single-site variants,
157
M185A, R186A, F279A, M349A, and I370A. Both the variants and WT were
158
expressed in E. coli BL21(DE3), and their crude extracts were used for enzyme assays.
159
WT showed an activity of 5.07 U mg-1 toward L-arabinose and 0.42 U mg-1 toward
160
D-galactose
(Table 1). All variants gave lower activities than WT. The ratio of
161
L-arabinose
activity to D-galactose activity (A/G) was used to represent the substrate
162
specificity of WT and variants. WT showed an A/G ratio of 12.07, and M185A,
163
R186A, and M394A showed similar A/G ratios to WT. By contrast, F279A and
164
I370A were quite different from WT, as the former exhibited improved substrate
165
specificity toward D-galactose, while the latter gave improved substrate specificity
166
toward L-arabinose (Table 1). Because F279A and I370A produced the most obvious
167
changes to BCAI’s substrate specificity, they were selected as the subsequent
168
site-saturation mutagenesis sites to broaden the mutant library.
169
Site-saturation mutagenesis of F279 and I370. To simplify the workload, variants
170
that might improve activity toward D-galactose were preliminarily screened by color 9
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Page 10 of 32
171
reaction using the cysteine-carbazole-sulfuric-acid method. For the site-saturation
172
mutagenesis of F279, six strains were selected by initial screening experiment and
173
further analyzed by DNA sequencing. For the site-saturation mutagenesis of I370,
174
four strains were selected for sequencing. DNA sequencing identified nine types of
175
variants, namely, F279Y, F279A, F279M, F279V, F279I, I370R, I370V, I370S, and
176
I370K. Afterward, their activities toward L-arabinose and D-galactose were assayed
177
quantitatively using crude extracts (Figure 2). Compared with WT, when the aromatic
178
F279 was replaced with neutral alanine (A), valine (V), and isoleucine (I), the A/G
179
ratio decreased to some extent; when aromatic F279 was replaced with tyrosine (Y)
180
and methionine (M), the A/G ratio increased obviously. Regarding their activities
181
against D-galactose, only F279I gave a positive result (Figure 2a). Figure 2b showed
182
that changes to BCAI at position I370 could easily damage its catalytic ability toward
183
D-galactose.
184
production because of its high activity toward D-galactose and weak specificity for
185
L-arabinose.
186
Enzymatic properties and kinetic constants of F279I. Crude extract of the F279I
187
variant was purified using a HisTrap HP 5-mL column. D-galactose activity assays
188
found that F279I achieved maximal activity at 50 °C, which was lower than the
189
optimal temperature of WT24. F279I could maintain its advantage in
190
activity over WT in the temperature range from 30 °C to 50 °C (Figure 3a and [24]).
191
The optimal pH of F279I was shown to be 8.0, which was slightly higher than for WT.
192
Meanwhile, F279I showed better adaptability (higher activity) to a basic environment
Therefore, F279I was the most suitable mutant for
10
ACS Paragon Plus Environment
D-galactose
D-galactose
Page 11 of 32
Journal of Agricultural and Food Chemistry
193
than WT but lost activity more quickly when the pH decreased from 7 to 2.2 (Figure
194
3b and [24]).
195
F279I exhibited a higher Vmax and lower Km for D-galactose than WT24 (Table 2),
196
which ultimately resulted in a higher catalytic efficiency (based on the kcat/Km value)
197
for D-galactose with 1.4 min-1 mM-1, 1.4-fold higher than WT. The kcat/Km of F279I
198
for
199
demonstrated that F279I is superior to WT for D-tagatose production.
200
Molecular docking studies on D-galactose catalysis of F279I. To better understand
201
the substrate binding difference between WT and F279I, D-galactose was docked into
202
their respective binding pocket. Figure 4a showed that only two hydrogen bonds were
203
formed between the C2/C3 hydroxyl group of D-galactose and the E306 residue of
204
WT. When docked to F279I, in contrast, the D-galactose molecule rotated to a position
205
where its C6 was close to the I279 residue, and three hydrogen bonds were formed
206
between the hydroxyl group of C1 and E306 and the hydroxyl group of C2 and E331.
207
In addition, Figure 4a showed that the F279 residue of WT was contained in the
208
D-galactose
209
outside the same sphere, which indicated that substituting isoleucine for
210
phenylalanine could enlarge the active site space of BCAI and accommodate the C6
211
of D-galactose (Figure 4b). Meanwhile, the CDOCKER energy of D-galactose docked
212
to F279I was -7.91 kcal mol-1, which was lower than for WT (-7.07 kcal mol-1), which
213
also confirmed that F279I was more favorable for D-galactose binding.
214
Biotransformation of
L-arabinose
was 5.2 min-1 mM-1, 40% lower than WT. These data further
docking sphere with a radius of 6 Å, while the I279 residue of F279I was
D-galactose
to
D-tagatose
by recombinant E. coli
11
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
215
overexpressing F279I. The production of
216
strains overexpressing F279I was investigated and compared with WT. The effect of
217
reaction temperature was firstly examined in the range of 40 °C to 80 °C after 15 h of
218
reaction. As shown in Figure 5a, the conversion rate increased steadily as the
219
temperature was increased from 40 °C to 50 °C, remained stable at approximately 55%
220
at 50 °C~70 °C and decreased sharply at a higher temperature. Between 40 °C and
221
70 °C, F279I achieved a much higher conversion rate than WT24. The effect of
222
D-galactose
223
after 15 h of reaction. The maximal conversion rate (51.6%) was obtained at 20 g L-1,
224
and the maximal
225
(Figure 5b), both of which were obviously higher than for WT24. A time course study
226
of D-tagatose production was performed at 150 g L-1 and 250 g L-1 D-galactose. As
227
shown in Figure 6, after 48 h of biotransformation, the concentrations of D-tagatose
228
were 67.5 g L-1 and 88.4 g L-1, respectively, and the conversion rates were 46.0% and
229
36.7%, respectively. All results were superior to the results using WT (Table 3).
230
Discussion
231
D-tagatose
using recombinant E. coli
concentration was then determined in the range of 20 g L-1 to 250 g L-1
D-tagatose
The production of
concentration (53.7 g L-1) was obtained at 250 g L-1
D-tagatose
employing AI has many advantages over the
232
chemical method, but the weak activity and low conversion rate of AI toward
233
D-galactose
234
novel AI from B. coagulans and applied it to D-tagatose production. In this study, the
235
BCAI was rationally engineered to enhance its activity toward D-galactose and its
236
conversion rate in biotransformation. Our results showed that the substitution of F279
hindered its large-scale application. In previous work, we characterized a
12
ACS Paragon Plus Environment
Page 12 of 32
Page 13 of 32
Journal of Agricultural and Food Chemistry
237
with isoleucine lowered the activity of BCAI toward L-arabinose and improved its
238
activity toward D-galactose. Previous studies on the AIs of E. coli and B. licheniformis
239
presumed that the binding of C1 and C2 of the aldose to E331 and E306 was crucial
240
to proton transfer and aldose-ketose interconversion23,
241
hydrogen bonds and shorter bond lengths are beneficial to the isomerization reaction.
242
In this work, for WT, only the hydrogen bond between C2 and E306 (2.35 Å) was
243
helpful to proton transfer (Figure 4a). By contrast, changing F279 to isoleucine
244
apparently enlarged the binding pocket for D-galactose, which allowed D-galactose to
245
rotate to a position in which its C6 side chain was much closer to I279, and both
246
hydroxyl groups of C1/C2 could form more hydrogen bonds with E306/E331. As
247
shown in Figure 4b, all three hydrogen bonds (1.97 Å, 2.02 Å, and 2.05 Å) could play
248
roles in aldose-ketose interconversion. Therefore, the hydrogen bond interactions
249
between D-galactose and F279I were accorded with this presumption.
33
. In other words, more
250
The kinetic constants of WT and F279I also indicated that residue 279
251
determined the substrate specificity of BCAI. Protein sequence alignment showed that
252
the residues at position 279 or corresponding positions were highly conserved as
253
phenylalanine for most AIs, such as the ones from B. halodurans, B. licheniformis, L.
254
fermentum CGMCC2921 and L. sakei 23K7,
255
phenylalanine residue of these AIs by isoleucine might also increase the activity and
256
catalytic efficiency for D-galactose.
17, 28, 34
. Thus, replacement of the
257
Compared with WT, F279I showed an optimal temperature shift from 60 °C to
258
50 °C for maximal enzyme activity (Figure 3a) and possessed a better adaptability 13
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Page 14 of 32
259
between 50 °C~70 °C in biotransformation (Figure 5a). The productivity achieved by
260
E. coli containing F279I at 50 °C was higher than the productivity obtained at
261
temperatures
262
surface-displayed AI (Table 3). As mentioned above, most reported AIs came from
263
thermophilic and hyperthermophilic bacteria whose optimal temperatures were above
264
60 °C (also shown in Table 3), and operation temperatures above 60 °C caused
265
unwanted browning reaction and by-products. Therefore, the optimal temperature at
266
50 °C would be an advantage of F279I on the industrial scale.
267
above
60
°C
by
immobilized
cells,
immobilized
AI,
and
In summary, a model of BCAI-galactose complex was obtained by homology
268
modeling and molecular docking. Five residues near
269
mutation sites, and one variant, F279I, was obtained that showed higher activity and
270
specificity toward D-galactose. F279I had advantages over WT not only in enzymatic
271
properties (optimal temperature and catalytic efficiency) but also in conversion rate
272
and
273
economically valuable in industrial D-tagatose production.
274
ASSOCIATED CONTENT
275
Supporting Information
276
The Supporting Information is available free of charge on the ACS Publications
277
website.
278
D-tagatose
D-galactose
were selected as
concentration in a whole-cell biocatalysis system, which would be
Bacterial strains, plasmids, and PCR primers used in this study were listed in the
279
supporting information。
280
AUTHOR INFORMATION 14
ACS Paragon Plus Environment
Page 15 of 32
Journal of Agricultural and Food Chemistry
281
Corresponding Author
282
* Corresponding author. Address: College of Chemical Engineering, Nanjing Forestry
283
University, Nanjing 210037, People’s Republic of China, Tel.: 86-025-85427129, Fax:
284
86-025-83587587, E-mail:
[email protected].
285
Funding
286
We acknowledge the financial support from the Major Program of the Natural Science
287
Foundation of Jiangsu Higher Education of China (16KJA220004), the National
288
Natural Science Foundation of China (51561145015, 31300487), and the Priority
289
Academic Program Development of Jiangsu Higher Education Institutions (PAPD).
290
We also thank Dr. Bingfang He from Nanjing Tech University for offering Discovery
291
Studio Package 4.0 software.
292
Notes
293
The authors declare no competing financial interest.
294
ABBREVIATIONS USED
295
AI, L-arabinose isomerase; WT, wild-type; GI, glycemic index; BCAI, B. coagulans
296
NL01
297
isopropyl-β-D-thiogalactopyranoside;
298
chromatography.
299
REFERENCES
300
1. Donner, T. W.; Wilber, J. F.; Ostrowski, D. D-tagatose, a novel hexose: acute effects
301
on carbohydrate tolerance in subjects with and without type 2 diabetes. Diabetes
302
Obes. Metab. 1999, 1, 285–291.
AI;
LB,
Luria-Bertani;
DS, HPLC,
Discovery
Studio;
high-performance
IPTG, liquid
303
2. Chiu, C. J.; Liu, S.; Willett, W. C.; Wolever, T. M.; Brand-Miller, J. C.; Barclay, A.
304
W.; Taylor, A. Informing food choices and health outcomes by use of the dietary 15
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
305
glycemic index. Nutr. Rev. 2011, 69, 231–242.
306
3. Temelkova-Kurktschiev, T. S.; Koehler, C.; Henkel, E.; Leonhardt, W.; Fuecker, K.
307
A. T. J. A.; Hanefeld, M. A. R. K. O. L. F. Postchallenge plasma glucose and
308
glycemic spikes are more strongly associated with atherosclerosis than fasting
309
glucose or HbA1c level. Diabetes Care 2000, 23, 1830–1834.
310 311 312 313
4. Wong, D. Sweetener determined safe in drugs, mouthwashes, and toothpastes. Dent. Today 2000, 19, 32, 34–35. 5. Oh, D. K. Tagatose: properties, applications, and biotechnological processes. Appl. Microbiol. Biotechnol. 2007, 76, 1–8.
314
6. Kim, P. Current studies on biological tagatose production using L-arabinose
315
isomerase: a review and future perspective. Appl. Microbiol. Biotechnol. 2004, 65,
316
243–249.
317
7. Lee, D. W.; Choe, E. A.; Kim, S. B.; Eom, S. H.; Hong, Y. H.; Lee, S. J.; Lee, H. S.;
318
Lee, D. Y.; Pyun, Y. R. Distinct metal dependence for catalytic and structural
319
functions in the L-arabinose isomerases from the mesophilic Bacillus halodurans
320
and the thermophilic Geobacillus stearothermophilus. Arch. Biochem. Biophys.
321
2005, 434, 333–343.
322
8. Kim, H. J.; Oh, D. K. Purification and characterization of an L-arabinose isomerase
323
from an isolated strain of Geobacillus thermodenitrificans producing D-tagatose. J.
324
Biotechnol. 2005, 120, 162–173.
325 326
9. Hung, X. G.; Tseng, W. C.; Liu, S. M.; Tzou, W. S.; Fang, T. Y. Characterization of a
thermophilic
L-arabinose
isomerase
from
16
ACS Paragon Plus Environment
Thermoanaerobacterium
Page 16 of 32
Page 17 of 32
Journal of Agricultural and Food Chemistry
327
saccharolyticum NTOU1. Biochem. Eng. J. 2014, 83, 121–128.
328
10. Fan, C.; Liu, K.; Zhang, T.; Zhou, L.; Xue, D.; Jiang, B.; Mu, W. Biochemical
329
characterization of a thermostable L-arabinose isomerase from a thermoacidophilic
330
bacterium, Alicyclobacillus hesperidum URH17-3-68. J. Mol. Catal. B: Enzym.
331
2014, 102, 120–126.
332
11. Cheng, L. F.; Mu, W. M.; Zhang, T.; Jiang, B. An L-arabinose isomerase from
333
Acidothermus cellulolytics ATCC 43068: cloning, expression, purification, and
334
characterization. Appl. Microbiol. Biotechnol. 2010, 86, 1089–1097.
335
12. Li, Y. J.; Zhu, Y. M.; Liu, A. J.; Sun, Y. X. Identification and characterization of a
336
novel L-arabinose isomerase from Anoxybacillus flavithermus useful in D-tagatose
337
production. Extremophiles 2011, 15, 441–450.
338
13. Rhimi, M.; Bejar, S. Cloning, purification and biochemical characterization of
339
metallic-ions independent and thermoactive L-arabinose isomerase from the
340
Bacillus stearothermophilus US100 strain. Biochim. Biophys. Acta. 2006, 1760,
341
191–199.
342
14. Lee, D. W.; Jang, H. J.; Choe, E. A.; Kim, B. C.; Lee, S. J.; Kim, S. B.; Hong, Y.
343
H.; Pyun, Y. R. Characterization of a thermostable L-arabinose (D-galactose)
344
isomerase from the hyperthermophilic eubacterium Thermotoga maritima. Appl.
345
Environ. Microbiol. 2004, 70, 1397–1404.
346
15. Hong, Y. H.; Lee, D. W.; Lee, S. J.; Choe, E. A.; Kim, S. B.; Lee, Y. H.; Cheigh, C.
347
I.; Pyun, Y. R. Production of D-tagatose at high temperatures using immobilized
348
Escherichia coli cells expressing L-arabinose isomerase from Thermotoga 17
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
349
Page 18 of 32
neapolitana. Biotechnol. Lett. 2007, 29, 569–574.
350
16. Xu, Z.; Qing, Y.; Li, S.; Feng, X.; Xu, H.; Ouyang, P. A novel L-arabinose
351
isomerase from Lactobacillus fermentum CGMCC2921 for D-tagatose production:
352
gene cloning, purification and characterization. J. Mol. Catal. B: Enzym. 2011, 70,
353
1–7.
354
17. Rhimi, M.; Ilhammami, R.; Bajic, G.; Boudebbouze, S.; Maguin, E.; Haser, R.;
355
Aghajari, N. The acid tolerant L-arabinose isomerase from the food grade
356
Lactobacillus sakei 23K is an attractive D-tagatose producer. Bioresour. Technol.
357
2010, 101, 9171–9177 .
358
18. Men, Y.; Zhu, Y.; Zhang, L.; Kang, Z.; Izumori, K.; Sun, Y.; Ma, Y. Enzymatic
359
conversion
360
characterization of L-arabinose isomerase from Pediococcus pentosaceus PC-5.
361
Microbiol. Res. 2014, 169, 171–178.
of
D-galactose
to
D-tagatose:
cloning,
overexpression
and
362
19. Lee, S. J.; Lee, D. W.; Choe, E. A.; Hong, Y. H.; Kim, S. B.; Kim, B. C.; Pyun, Y.
363
R. Characterization of a thermoacidophilic L-arabinose isomerase from
364
Alicyclobacillus acidocaldarius: role of Lys-269 in pH optimum. Appl. Environ.
365
Microbiol. 2005, 71, 7888–7896.
366
20. Meng, H. K.; Liu, P.; Sun, H.; Cai, Z.; Zhou, J.; Lin, J.; Li, Y. Engineering a
367
D-lactate dehydrogenase that can super-efficiently utilize NADPH and NADH as
368
cofactors. Sci. Rep. 2016, 6, 24887.
369
21. Deng, J.; Yao, Z.; Chen, K.; Yuan, Y. A.; Lin, J.; Wei, D. Towards the
370
computational design and engineering of enzyme enantioselectivity: a case study by 18
ACS Paragon Plus Environment
Page 19 of 32
Journal of Agricultural and Food Chemistry
371
a carbonyl reductase from Gluconobacter oxydans. J. Biotechnol. 2016, 217,
372
31–40.
373
22. Rhimi, M.; Aghajari, N.; Juy, M.; Chouayekh, H.; Maguin, E.; Haser, R.; Bejar, S.
374
Rational design of Bacillus stearothermophilus US100 L-arabinose isomerase:
375
potential applications for D-tagatose production. Biochimie 2009, 91, 650–653.
376
23. Kim, B. J.; Hong, S. H.; Shin, K. C.; Jo, Y. S.; Oh, D. K. Characterization of a
377
F280N variant of L-arabinose isomerase from Geobacillus thermodenitrificans
378
identified as a D-galactose isomerase. Appl. Microbiol. Biotechnol. 2014, 98,
379
9271–9281.
380
24. Mei, W. D.; Wang, L.; Zang, Y.; Zheng, Z. J.; Ouyang, J. Characterization of an
381
L-arabinose isomerase from Bacillus coagulans NL01 and its application for
382
D-tagatose production. BMC Biotechnol. 2016, 16, 1.
383
25. Wu, G.; Robertson, D. H.; Brooks, C. L.; Vieth, M. Detailed analysis of grid‐based
384
molecular docking: A case study of CDOCKER—A CHARMm–based MD docking
385
algorithm. J. Comput. Chem. 2003, 24, 1549–1562.
386
26. Dische, Z.; Borenfreund, E. A new spectrophotometric method for the detection
387
and determination of keto sugars and trioses. J. Biol. Chem. 1951, 192, 583–587.
388
27. Rhimi, M.; Juy, M.; Aghajari, N.; Haser, R.; Bejar, S. Probing the essential
389
catalytic
390
stearothermophilus US100 L-arabinose isomerase by site-directed mutagenesis. J.
391
Bacteriol. 2007, 189, 3556–3563.
392
residues
and
substrate
affinity
in
the
thermoactive
Bacillus
28. Xu, Z.; Li, S.; Fu, F.; Li, G.; Feng, X.; Xu, H.; Ouyang, P. Production of 19
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
393
D-tagatose, a functional sweetener, utilizing alginate immobilized Lactobacillus
394
fermentum CGMCC2921 cells. Appl. Biochem. Biotechnol. 2012, 166, 961–973.
395
29. Liang, M.; Chen, M.; Liu, X.; Zhai, Y.; Liu, X. W.; Zhang, H. C.; Xiao, M.; Wang,
396
P. Bioconversion of D-galactose to D-tagatose: continuous packed bed reaction
397
with an immobilized thermostable L-arabinose isomerase and efficient purification
398
by selective microbial degradation. Appl. Microbiol. Biotechnol. 2012, 93,
399
1469–1474.
400
30. Kim, H. J.; Ryu, S. A.; Kim, P.; Oh, D. K. A feasible enzymatic process for
401
D-tagatose production by an immobilized thermostable L-arabinose isomerase in a
402
packed-bed bioreactor. Biotechnol. Progr. 2003, 19, 400–404.
403
31. Liu, Y.; Li, S.; Xu, H.; Wu, L.; Xu, Z.; Liu, J.; Feng, X. Efficient production of
404
D-tagatose using a food-grade surface display system. J. Agric. Food. Chem. 2014,
405
62, 6756–6762.
406 407
32. Lim, B. C.; Kim, H. J.; Oh, D. K. High Production of D-tagatose by the addition of boric acid. Biotechnol. Progr. 2007, 23, 824–828.
408
33. Manjasetty, B. A.; Chance, M. R. Crystal structure of Escherichia coli L-arabinose
409
isomerase (ECAI), the putative target of biological tagatose production. J. Mol.
410
Biol. 2006, 360, 297–309.
411
34. Prabhu, P.; Jeya, M.; Lee, J. K. Probing the molecular determinant for the catalytic
412
efficiency of L-arabinose isomerase from Bacillus licheniformis. Appl. Environ.
413
Microbiol. 2010, 76, 1653–1660.
20
ACS Paragon Plus Environment
Page 20 of 32
Page 21 of 32
Journal of Agricultural and Food Chemistry
Tables
Table 1 Enzyme assay of protein crude extract. Table 2 Kinetic constants of F279I. Table 3 Comparison of various reported efficient processes for D-tagatose production using AIs.
21
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Page 22 of 32
Figure captions
Figure 1 Structure of the active site of BCAI complexed with
D-galactose
molecule. The solid line represents the docking sphere of 6-Å radius. The hydrogen bonds are represented by green dotted lines. D-galactose molecules and amino acid residues are displayed in stick form and colored according to elemental types. Carbon atoms of D-galactose were colored pink for a better visualization. Figure 2 Comparison of activities toward L-arabinose and D-galactose. (a) WT and F279 variants; (b) WT and I370 variants. Enzyme assay was carried out at 60 oC, pH 7.5. Figure 3 Effects of temperature (a) and pH (b) on D-galactose activity of F279I. Figure 4 Docking of D-galactose to WT (a) and F279I (b). The hydrogen bonds are represented by green dotted lines. D-galactose molecules and amino acid residues are displayed in stick form and colored according to elemental types. Carbon atoms of D-galactose
were colored pink for a better visualization.
Figure 5 Effects of temperature (a) and substrate concentration (b) on D-galactose
bioconversion by whole cells of E. coli expressing F279I. (■),
Conversion rate; (□), D-Tagatose concentration. Figure 6 Time course of whole cell catalysis of 150 g L-1 (a) and 250 g L-1 (b) D-galactose.
(■), D-Galactose concentration; (□), D-Tagatose concentration.
22
ACS Paragon Plus Environment
Page 23 of 32
Journal of Agricultural and Food Chemistry
Table 1 Enzyme assay of protein crude extract. L-arabinose
activity
D-galactose
activity
Enzyme
L-arabinose
activity D-galactose actvity
(U mg-1)
(U mg-1)
WT
5.07±0.08
0.42±0.04
12.07
M185A
1.46±0.06
0.13±0.01
11.23
R186A
3.38±0.13
0.36±0.03
9.39
F279A
0.53±0.03
0.14±0.01
3.79
M349A
2.62±0.38
0.13±0.01
20.15
I370A
2.36±0.16
0.04±0.01
59.00
Enzymatic activity was measured at 60oC and pH 7.5.
23
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Table 2 Kinetic constants of F279I. Substrate
Vmax (U mg-1)
Km (mM) kcat (min-1) kcat /Km (min-1 mM-1)
D-galactose
7.4
292.8
395.5
1.4
L-arabinose
18.9
194.1
1010.2
5.2
All experiments were carried out at 50 oC and pH 8.0.
24
ACS Paragon Plus Environment
Page 24 of 32
Page 25 of 32
Journal of Agricultural and Food Chemistry
Table 3 Comparison of various reported efficient processes for D-tagatose production using AIs. Conversion
Galactose
Tagatose
-1
-1
Productivity
Biocatalyst
Reference conditions
a
(g L )
-1
-1
(g L )
(g L h )
65 oC, pH 6.5
100
57.1
2.4
[28]
75 oC, pH 7.5
18
7.9
1.9
[29]
Immobilized AI from hot-spring bacteria
60 oC, pH 8.0
100
58
0.64
[30]
Surface-displayed AI from L. fermentum
70 oC, pH 6.5
100
75
3.13
[31]
a
60 oC, pH 8.5-9.0
500
370
15.4
[32]
150
48.1
1.5
250
55.5
1.7
150
67.5
4.5
Immobilized L. fermentum
b
Immobilized AI from Thermoanaerobacter mathranii
Purified mutant AI from G. thermodenitrificans
Whole cells of E. coli BL21 expressing AI from B. o
60 C, pH 7.5
[24]
coagulans
Whole cells of E. coli BL21 expressing F279I
50 oC, pH 8.0
This study 250
a
88.4
Borate was added to the bioconversion system; b MnCl2 was added to the bioconversion system.
25
ACS Paragon Plus Environment
5.9
Journal of Agricultural and Food Chemistry
Figure 1
26
ACS Paragon Plus Environment
Page 26 of 32
Page 27 of 32
Journal of Agricultural and Food Chemistry
Figure 2
27
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Figure 3
28
ACS Paragon Plus Environment
Page 28 of 32
Page 29 of 32
Journal of Agricultural and Food Chemistry
Figure 4
29
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Figure 5
30
ACS Paragon Plus Environment
Page 30 of 32
Page 31 of 32
Journal of Agricultural and Food Chemistry
Figure 6
31
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
TOC graphic: L-arabinose isomerase was rationally designed to F279I and used for D-tagatose
production.
32
ACS Paragon Plus Environment
Page 32 of 32