Subscriber access provided by EAST TENNESSEE STATE UNIV
Article
Noncovalent PEGylation Through Protein-Polyelectrolyte Interaction: Kinetic Experiment and Molecular Dynamics Simulation Takaaki Kurinomaru, Kengo Kuwada, Shunsuke Tomita, Tomoshi Kameda, and Kentaro Shiraki J. Phys. Chem. B, Just Accepted Manuscript • DOI: 10.1021/acs.jpcb.7b02741 • Publication Date (Web): 26 Jun 2017 Downloaded from http://pubs.acs.org on June 27, 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.
The Journal of Physical Chemistry B 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 25
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
The Journal of Physical Chemistry
1
Noncovalent
PEGylation
through
Protein-
2
Polyelectrolyte Interaction: Kinetic Experiment and
3
Molecular Dynamics Simulation
4 5
Takaaki Kurinomaru a, Kengo Kuwada b, Shunsuke Tomita a, Tomoshi Kameda c, and Kentaro
6
Shiraki b *
7 8
a
9
(AIST), Central 6, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566, Japan
Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology
10
b
11
305-8573, Japan
12
c
13
Technology (AIST), 2-4-7 Aomi, Koto, Tokyo 135-0064, Japan
Faculty of Pure and Applied Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki
Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and
14 15
* To whom correspondence should be addressed. Tel: +81-29-8535306. Fax: +81-29-8535215. E-
16
mail:
[email protected] 17
1 ACS Paragon Plus Environment
The Journal of Physical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
18
Page 2 of 25
Abstract
19
Noncovalent binding of polyethylene glycol (PEG) to a protein surface is a unique protein
20
handling technique to control protein function and stability. A diblock copolymer containing PEG
21
and polyelectrolyte chains (PEGylated polyelectrolyte) is a promising candidate for noncovalent
22
attachment of PEG to a protein surface because of the binding through multiple electrostatic
23
interactions without protein denaturation. To obtain a deeper understanding of protein–
24
polyelectrolyte interaction at the molecular level, we investigated the manner in which cationic
25
PEGylated polyelectrolyte binds to anionic α-amylase in enzyme kinetic experiments and molecular
26
dynamics (MD) simulations. Cationic PEG-block-poly(N,N-dimethylaminoethyl) (PEG-b-PAMA)
27
inhibited the enzyme activity of anionic α-amylase due to binding of PAMA chains. Enzyme
28
kinetics revealed that the inhibition of α-amylase activity by PEG-b-PAMA is noncompetitive
29
inhibition manner. In MD simulations, the PEG-b-PAMA molecule was initially located at six
30
different placements of the x-, y-, and z-axis ± 20 Å from the center of α-amylase, which showed
31
that the PEG-b-PAMA nonspecifically bound to the α-amylase surface, corresponding to the
32
noncompetitive inhibition manner that stems from the polymer binding to enzyme surface other than
33
the active site. In addition, the enzyme activity of α-amylase in the presence of PEG-b-PAMA was
34
not inhibited by increasing the ionic strength, consistent with the MD simulation, i.e., PEG-b-PAMA
35
did not interact with α-amylase in high ionic strength conditions. The results reported in this paper
36
suggest that enzyme inhibition by PEGylated polyelectrolyte can be attributed to the random
37
electrostatic interaction between protein and polyelectrolyte.
38
2 ACS Paragon Plus Environment
Page 3 of 25
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
39
The Journal of Physical Chemistry
Introduction
40
PEGylation is a technique for modification of proteins, peptides, and other polymers by
41
polyethylene glycol (PEG). PEGylation has been used extensively in the biomedical field to increase
42
the circulation half-life, structural stability, and shelf-life of therapeutic proteins.1–4 Since early
43
examples reported by Abuchowski et al. in the 1970’s,5,6 several strategies have been proposed for
44
protein PEGylation.7 These strategies are classified simply as covalent or noncovalent approaches.
45
At present, almost all of the commonly used PEGylation strategies involve covalent approaches, and
46
12 types of PEGylated protein are commercially available for various diseases, including severe
47
combined immunodeficiency disease, acute lymphoblastic leukemia, and refractory chronic gout.8
48
However, covalent PEGylation requires complex procedures, including chemical reaction for
49
covalent attachment of PEG chains to the protein of interest. The PEGs bound to the protein often
50
reduce the biological activity.9–11 In contrast, noncovalent PEGylation is a promising method that do
51
not require any chemical modification or mutagenesis of the protein of interest, and therefore can
52
minimize the undesired stress on the protein structure.12 Generally, polymers for noncovalent
53
PEGylation of protein consist of PEG segments and key functional segments that can attach to
54
proteins, such as hydrophobic groups,13–19 sugars,20,21 and metal-binding groups.22
55
We reported previously that the diblock copolymer containing PEG and polyelectrolyte, so-
56
called PEGylated polyelectrolyte, stabilized therapeutic protein in vitro by noncovalent
57
PEGylation.23 The polyelectrolyte chains of the copolymer interact with complementary charged
58
proteins, whereas the PEG chains contribute to a stabilization effect due to its strong hydration and
59
high
60
dimethylaminoethyl) (PEG-b-PAMA) and anionic L-asparaginase formed a water-soluble complex,
61
which retained not only the original enzyme activity and secondary structure of the protein but also
62
protected the protein against protease digestion and shaking-induced aggregation.23 Similarly,
63
cationic PEG-b-PAMA derivatives bound to anionic α-amylase and β-galactosidase with formation
64
of a water-soluble complex.24,25
degree
of conformational flexibility. For example, cationic
PEG-block-poly(N,N-
3 ACS Paragon Plus Environment
The Journal of Physical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 4 of 25
65
Another key aspect is that noncovalent PEGylation through electrostatic interactions enables
66
reversible on/off switching of enzyme activity for certain types of protein.24,25 Briefly, the formation
67
of a water-soluble complex between protein and PEGylated polyelectrolyte results in complete
68
inhibition of the enzyme activity; the subsequent addition of other electrolytes, typically salts or
69
oppositely charged polyelectrolytes, results in recovery of the enzyme activity by dissociating the
70
bound PEGylated polyelectrolyte from the protein surface. For example, an anionic enzyme is
71
inactivated by the addition of cationic PEG-b-PAMA derivatives due to wrapping through
72
electrostatic interaction, followed by reactivation of the enzyme activity by addition of anionic
73
poly(acrylic acid).24,25 Due to the high degree of reversibility, enzymes inhibited through water-
74
soluble complex formation with PEGylated polyelectrolyte have been applied as sensing elements in
75
cross-reactive biosensors.26–28 These facile, noncovalent, and reversible modifications of protein
76
characteristics have recently been named “wrap-and-strip technology,” and are expected to be useful
77
for biopharmaceutical applications to allow regulation of protein function and stability at will in
78
living organisms as well as in vitro.29
79
Although protein–polyelectrolyte complex formation is mainly driven by electrostatic
80
interactions, the manner of binding to the enzyme by polyelectrolyte remains unclear at the atomic
81
level. Here, we investigated enzyme inhibition by PEGylated polyelectrolyte using enzyme kinetics
82
experiments and molecular dynamics (MD) simulation. As expected, the anionic α-amylase was
83
inactivated by addition of cationic PEG-b-PAMA. Enzyme kinetics studies showed that PEG-b-
84
PAMA is a noncompetitive inhibitor of α-amylase, indicating that PEG-b-PAMA did not bind
85
specifically to the active site of enzyme. The important finding was that the nonspecific interactions
86
between PEG-b-PAMA and α-amylase were observed by MD simulation. The PEG-b-PAMA did
87
not bind to α-amylase by increasing ionic strength as demonstrated by inhibition experiments and
88
MD simulation. We concluded that the random electrostatic interaction of PEGylated polyelectrolyte
89
caused reversible inactivation of the α-amylase.
4 ACS Paragon Plus Environment
Page 5 of 25
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
The Journal of Physical Chemistry
90
Experimental Section
91
Materials
92
Aspergillus oryzae α-amylase and 3-(N-morpholino) propanesulfonic acid (MOPS) were
93
from Sigma Chemical. Co. (St. Louis, MO). 2-Chloro-4-nitrophenyl-α-D-maltotrioside was from
94
Wako Pure Chemical Ind., Ltd. (Osaka, Japan). Sodium chloride (NaCl) was from Nacalai Tesque
95
(Kyoto, Japan). These chemicals used were of high quality analytical grade and were used as
96
received. Polyethylene glycol-block-poly(N,N-dimethylaminoethyl methacrylate) (PEG-b-PAMA)
97
with an average molecular weight of 10.0 kDa (PEG chains, 4.5 kDa; PAMA chains, 5.5 kDa) was
98
synthesized as reported previously.27
99 100
Protein concentrations
101
The protein concentrations of α-amylase were determined from the absorbance at 280 nm
102
using a spectrophotometer (V-630; Japan Spectroscopic Company, Ltd., Tokyo, Japan), with
103
extinction coefficient of 106,160 M–1 cm–1.30
104 105
Inhibition of the α-amylase activity by PEG-b-PAMA
106
Solutions of 1.0 µM α-amylase and 0 – 5.0 µM PEG-b-PAMA in 10 mM MOPS buffer
107
containing 0 – 150 mM NaCl (pH 7.0) were prepared and incubated for 2 hours at 25°C. After
108
incubation, α-amylase enzyme activity was measured by colorimetric enzyme assay as described
109
below.
110 111 112
Enzyme assay A solution containing of 150 µL containing 0 – 60 mM substrate (2-chloro-4-nitrophenyl-α-
113
D-maltotrioside)
in 10 mM MOPS buffer (pH 7.0) was mixed with 150 µL of enzyme solution. The
114
initial reaction rate (v0) was determined from the slope of the initial increase in the intensity of
115
absorbance at 410 nm for 60 s using a spectrophotometer (V-630; Japan Spectroscopic Company, 5 ACS Paragon Plus Environment
The Journal of Physical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 6 of 25
116
Ltd.). The absorbance was converted to concentration using a molecular extinction coefficient for 2-
117
chloro-4-nitrophenol of 15200 M-1cm-1. Enzyme activity was defined as the ratio of v0 in the
118
presence of polyelectrolyte to that with no polyelectrolyte. For the salt effect studies, all parameters
119
were unchanged except for the concentration of NaCl. The average of three independent
120
measurements under the same conditions was used as the enzyme activity of α-amylase. The activity
121
of α-amylase in the presence of the polyelectrolytes was normalized to that without polyelectrolytes
122
at the same salt concentration because the v0 of α-amylase changed slightly with increasing NaCl
123
concentration.
124 125
Enzyme kinetic analysis
126
Enzyme kinetics analysis was performed according to classical methods.31 Briefly, the
127
Michaelis constant (KM) and the catalytic constant (kcat) of α-amylase were calculated by linear
128
fitting of the 1/v0 – 1/[S] plot (Figure 2B) of the Lineweaver–Burk equation:
129 130
(1)
131 132
where [E] and [S] are enzyme and substrate concentrations, respectively.
133 134
Molecular dynamics simulation of α-amylase in the presence of PEG-b-PAMA
135
The microscopic states of the interaction between protein and PEGylated polyelectrolyte
136
were studied using MD simulations. The 10 ns calculations were performed twice for one α-amylase
137
molecule and one polymer molecule solution with 0 or 0.15 M NaCl. The duration of MD simulation
138
was sufficient to the protein/polyelectrolyte interaction and the conformational changes of the
139
protein itself. MD simulations started from six initial conformations of the polymer. In initial
140
conformations, the polymer molecule was located at six different placements of the x-, y-, and z-axis
141
± 20 Å by the α-amylase molecule, and thus the total number of simulations was 12 for each 6 ACS Paragon Plus Environment
Page 7 of 25
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
The Journal of Physical Chemistry
142
solution. The α-amylase molecules were described using the AMBER ff99SB force field.32 The
143
PEG-b-PAMA molecule was described using the general AMBER force field (GAFF).33 A
144
restrained electrostatic potential (RESP) change was used for the PEG-b-PAMA molecules.34 The
145
solvation and ionic effect were modeled by the Generalized Born (GB) energy.35 The simulations
146
were conducted with the NVT ensemble (298 K). The temperature was controlled using a Langevin
147
thermostat. To accelerate dynamics, we set the solvent viscosity of water to 1.0 ps-1 (the value of
148
normal viscosity of water is 91 ps-1). Pande V and coworker showed the folding time of peptide from
149
extended to native conformation acquired by Langevin dynamics simulation with GB implicit
150
solvent and 1.0 ps-1 viscosity is about 1/10.36 Thus, the calculation time of 10 ns corresponds to
151
about 100 ns practically, which is enough to equilibrate the protein-polymer interaction. The
152
noncovalent interactions, such as electrostatics, van der Waals, and Generalized Born, were used
153
without cutoffs.37 The covalent bonds of hydrogen atoms in α-amylase and polyelectrolyte were
154
constrained using the SHAKE method38 and the integration time step was 2 fs. The simulations were
155
conducted using the Amber12 simulator.39 Images were generated in PyMOL (Ver. 1.7 Schrödinger,
156
LLC).
7 ACS Paragon Plus Environment
The Journal of Physical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
157
Results
158
Inactivation of α-amylase by the binding of PEG-b-PAMA
Page 8 of 25
159
The experimental conditions were as follows. α-Amylase from Aspergillus oryzae (Mw: 52.4
160
kDa, pI = 4.2) was selected as the model enzyme (Figure 1A). It has been reported that the α-
161
amylase enzyme activity can be regulated by a cationic polyelectrolyte due to protein–
162
polyelectrolyte complex formation.24–26,28,40 As this enzyme hydrolyzes α-D-(1-4) glycoside bonds of
163
oligosaccharides, we selected 2-chloro-4-nitrophenyl-α-D-maltotrioside as a substrate to detect the
164
enzyme activity of α-amylase.
165
To confirm the inhibitory behavior, the α-amylase enzyme activity was investigated in the
166
presence of PEG-b-PAMA (Figure 1B). As expected, the enzyme activity of α-amylase decreased
167
with increasing concentration of PEG-b-PAMA: 0.5 µM α-amylase was fully inactivated in the
168
presence of 1.5 µM (3 equiv.) PEG-b-PAMA (Figure 2A), coincident with the previous result.24,25
169
These results indicated that cationic PEG-b-PAMA binds to the anionic α-amylase surface and then
170
inactivated the enzyme.
171
Enzyme kinetics experiments were then performed using various concentrations of PEG-b-
172
PAMA to determine the manner of inhibition. Figure 2B shows the Lineweaver–Burk plot for the
173
hydrolysis of substrate by α-amylase in the absence and presence of PEG-b-PAMA. The Michaelis
174
constant (KM) and catalytic constant (kcat) were calculated by linear fitting to the Lineweaver–Burk
175
equation (eq. 1) for each PEG-b-PAMA concentration (Table 1). The addition of PEG-b-PAMA to
176
α-amylase decreased kcat with increasing concentration of PEG-b-PAMA. On the other hand, KM
177
remained unchanged by addition of 0.5 equiv. PEG-b-PAMA, but increased for 1.0 equiv. These
178
results suggested that PEG-b-PAMA showed typical noncompetitive inhibition (Figure 2C).
179 180
Molecular dynamics simulation of interaction between α-amylase and PEG-b-PAMA
181
To understand the binding behavior at atomic level resolution, we conducted MD simulations
182
of the α-amylase/PEG-b-PAMA system. In this system, water and ions were not included explicitly, 8 ACS Paragon Plus Environment
Page 9 of 25
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
The Journal of Physical Chemistry
183
but the solvation and ionic effect were represented by the Generalized Born (GB) energy known as
184
the implicit solvent.35 MD simulation was performed with one α-amylase molecule and one PEG-b-
185
PAMA molecule in water for 10 ns. Note that PEG-b-PAMA was initially located at the six initial
186
placements of xyz-axis ± 20 Å by central α-amylase, and thus the total number of simulations was 12
187
for each solution condition. Figure 3A shows overlaid representative snapshots of α-amylase with
188
PEG-b-PAMA without ionic effects. PEG-b-PAMA bound onto α-amylase molecules within 10 ns,
189
but the binding sites on α-amylase were different depending on the relative configuration of PEG-b-
190
PAMA to α-amylase at beginning of calculation (see details in Figure S1). It was noted that PEG-b-
191
PAMA did not bind to the active site of the enzyme directly, coincident with the noncompetitive
192
inhibition of the enzyme by PEGylated polyelectrolyte (Figure 2C). Moreover, the tertiary structure
193
of the protein was not altered in any of the simulations, suggesting that the nonspecific binding of
194
PEGylated polyelectrolyte contributed to the noncompetitive inhibition of α-amylase enzyme
195
activity, rather than inactivation resulting from denaturation.
196
Additional MD simulation with the ionic effect was conducted to investigate what governs
197
the binding behavior of polyelectrolytes to proteins. We simulated the α-amylase/PEG-b-PAMA
198
system with the ionic effect corresponding to 0.15 M NaCl. In contrast to the case without the ionic
199
effect, the MD simulation showed that PEG-b-PAMA did not bind to the protein surface, regardless
200
of the initial placement of PEG-b-PAMA (Figure 3B). It was not unexpected that the data indicated
201
that electrostatic interactions between proteins and polyelectrolytes are shielded by increases in ionic
202
strength (typically > 50 mM), resulting in suppression of protein–polyelectrolyte complex
203
formation.41,42 Figure S2 shows each energy average (E) and difference of energy between the initial
204
coordinate and the coordinate after 10 ns simulation (∆E). There is significant distinction of ∆E
205
between α-amylase/PEG-b-PAMA system with 0.15 M NaCl and without ionic effect, suggesting
206
that the both electrostatic interaction and solvation effect play important role in protein-polymer
207
binding. In addition, the enzyme activity of α-amylase inactivated by PEG-b-PAMA recovered
208
rapidly with increasing concentration of NaCl above 50 mM (Figure S3). These results indicated 9 ACS Paragon Plus Environment
The Journal of Physical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 10 of 25
209
that the electrostatic interaction is a predominant driving force for nonspecific binding of the
210
polyelectrolyte to the protein.
211
The above MD simulation showed that the binding of PEG-b-PAMA on the protein surface
212
was not specific, i.e., binding did not occur at the active site. PEG-b-PAMA molecules have three
213
types of binding position: (i) tertiary ammonium groups of PAMA, (ii) ester groups of PAMA, and
214
(iii) ether groups of PEG. Figure 4 shows the detailed mapping of major binding sites of PEG-b-
215
PAMA on the surface of α-amylase. It is clear that the number of amino acid residues binding to
216
tertiary ammonium groups of PAMA was greater than those binding to esters of PAMA and ethers
217
of PEG, except for the case that PEG-b-PAMA was initially placed at –20 Å (z-axis) (Figure 4F).
218
These results indicated that the tertiary ammonium groups of PAMA primarily contributed to the
219
noncovalent interaction between protein and polyelectrolyte. In addition, glutamic acid and aspartic
220
acid residues were mainly located close to the tertiary ammonium groups of PAMA, which was also
221
caused by the electrostatic interaction between tertiary ammonium groups of PAMA and acidic
222
residues of the protein. Furthermore, these mappings revealed that the binding sites of PEG-b-
223
PAMA were clearly different depending on the initial placement, suggesting that there were multiple
224
polyelectrolyte binding patterns.
10 ACS Paragon Plus Environment
Page 11 of 25
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
225
The Journal of Physical Chemistry
Discussion
226
Enzyme inhibitors are typically classified into two types—competitive inhibitors occupy the
227
active site in the enzyme thus preventing substrate access, while noncompetitive inhibitors bind at
228
enzyme surface that are different from the active site. We previously demonstrated that anionic α-
229
amylase and cationic PEG-b-PAMA formed the water-soluble complex using dynamic light
230
scattering,24,25 although the binding manner was unclear. In addition, the secondary structure of α-
231
amylase did not change with binding by PEG-b-PAMA derivatives.24,25 This study showed that
232
PEG-b-PAMA bound to the α-amylase surface, and acted as a noncompetitive inhibitor of enzyme
233
activity (Figure 2). The binding behavior was consistent with the results of MD simulation; PEG-b-
234
PAMA tended to bind on the enzyme surface other than the active site (Figure 3A). Binding maps
235
also showed that there were multiple binding patterns of PEG-b-PAMA (Figure 4). Due to the non-
236
homogeneity of the charge distribution of the protein surface, the diversity of binding pattern is a
237
common feature of protein–polyelectrolyte interaction. The interactions may involve modification of
238
the charge distribution of the enzyme surface following electrostatic binding of polyelectrolyte,
239
resulting in the inhibition of enzyme–substrate interaction. In addition, enzyme kinetic data revealed
240
that PEG-b-PAMA increased the KM (Table 1), indicating that the polyelectrolytes was related to
241
weaken the affinity between the enzyme and the substrate. Taken together, the enzyme inhibition
242
using PEG-b-PAMA was due to nonspecific binding of polyelectrolyte to the enzyme surface,
243
possibly resulting in preventing association of the enzyme and substrate or conversion from substrate
244
to product.
245
Charged regions of a polyelectrolyte molecule can generally interact with complementarily
246
charged or hydrophilic regions on protein surfaces, thus leading to noncovalent complex formation
247
by electrostatic or hydrogen bonds. Accordingly, the electrostatic pairs of tertiary ammonium groups
248
of PAMA with acidic residues of the protein are thought to play significant roles in protein–
249
polyelectrolyte complex formation. In fact, MD simulation in this study revealed that PEG-b-PAMA
250
did not bind to α-amylase in the presence of 0.15 M NaCl, which suppresses electrostatic
251
interactions between complementary charged pairs (Figure 3B). In addition, the binding map in 11 ACS Paragon Plus Environment
The Journal of Physical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 12 of 25
252
Figure 4 shows that the amino groups of PAMA are prone to interact with several anionic residues,
253
including aspartic acid and glutamic acid. Therefore, it was concluded that the noncovalent binding
254
of PEG-b-PAMA to α-amylase could be attributed to the electrostatic interaction between α-
255
amylase and PAMA.
256
MD simulation revealed the interesting behavior in that the PEG chain, as well as PAMA, of
257
PEG-b-PAMA binds to α-amylase (Figure 4), while α-amylase enzyme activity remained constant
258
with the addition of PEG (data not shown). PEG is known as a biologically inert polymer which do
259
not interact to protein molecules except when used at high concentration.43 It was suggested that the
260
electrostatically bound PAMA chain brought the PEG chain of PEG-b-PAMA close to the α-
261
amylase surface, facilitating the nonspecific interaction between PEG and protein. Accordingly,
262
binding of the PAMA chain to the protein surface caused subsequent binding of the PEG chain.
263
Electrostatic interaction-based noncovalent PEGylation is typically salt-responsive because
264
distribution of Coulomb potential around a protein is modulated depending on the ionic strength.44
265
The increase in ionic strength hampers the electrostatic interaction between protein and
266
polyelectrolyte due to electrostatic shielding. In general, the physiological environment contains 15
267
– 150 mM ions, which results in release of the protein from PEGylated polyelectrolyte.45 To address
268
this issue, we have designed a functionalized PEG-b-PAMA with hydrophobic groups, which
269
successfully form complex with α-amylase activity even in the presence of 50 mM NaCl.25 The
270
result indicates that both charged and hydrophobic groups play indispensable roles in the formation
271
of the stable protein-polyelectrolyte complex under physiological salt concentrations. For use of
272
noncovalent PEGylation in biomedical applications, it will be important to design functional
273
polyelectrolytes with high affinity for protein under conditions of physiological ionic strength.
274
Prediction of polyelectrolyte behaviors in response to ionic strength increase using MD simulation
275
would help to propose design guidelines for the PEGylated polyelectrolyte.
12 ACS Paragon Plus Environment
Page 13 of 25
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
276
The Journal of Physical Chemistry
Conclusion
277
In summary, we investigated the interaction between protein and PEGylated polyelectrolyte
278
by a combination of experimental and computational approaches. Cationic PEG-b-PAMA bound
279
nonspecifically to the α-amylase surface, resulting in noncompetitive inhibition of the enzyme. In
280
addition, the ionic effect suppressed the electrostatic binding between α-amylase and PEG-b-PAMA
281
observed by MD simulation, whereby the α-amylase activity did not change. To our knowledge, this
282
is the first study in which MD simulations were used to predict the binding behavior between protein
283
and PEGylated polyelectrolyte. Insight into the nonspecific interactions between protein and
284
PEGylated polyelectrolyte will be indispensable for understanding the mechanism of not only
285
manipulation of enzyme activity but also stabilization of pharmaceutical protein by noncovalent
286
PEGylation. We believe that the noncovalent PEGylation technologies will expand the applications
287
of therapeutic proteins, such as stabilization during storage and drug delivery systems.
288 289
Associated Content
290
The Supporting Information is available free of charge on the ACS Publications website.
291
Three figures showing Representative snapshots protein-polymer binding calculated by MD
292
simulation, comparison of the potential energy of the α-amylase/PEG-b-PAMA system, effect of
293
ionic strength of the enzyme activity (PDF)
294 295
Acknowledgments
296
The theoretical calculations were performed using the Research Center for Computational
297
Science, Okazaki, Japan, and super computer system, National Institute of Genetics (NIG), Research
298
Organization of Information and Systems (ROIS). This study was supported in part by University of
299
Tsukuba and JSPS KAKENHI (Grant Numbers 15K13812 and 15H03583) from the Ministry of
300
Education, Culture, Sports, Science, and Technology (MEXT), Japan.
301 13 ACS Paragon Plus Environment
The Journal of Physical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
302
References
303
(1)
304 305
(2)
(3)
Harris, J. M.; Chess, R. B. Effect of PEGylation on Pharmaceuticals. Nat. Rev. Drug Discov. 2003, 2, 214–221.
(4)
310 311
Roberts, M. J.; Bentley, M. D.; Harris, J. M. Chemistry for Peptide and Protein PEGylation. Adv. Drug Deliv. Rev. 2002, 54, 459–476.
308 309
Veronese, F. M. Peptide and Protein PEGylation: A Review of Problems and Solutions. Biomaterials 2001, 22, 405–417.
306 307
Page 14 of 25
Veronese, F. M.; Pasut, G. PEGylation, Successful Approach to Drug Delivery. Drug Discov. Today 2005, 10, 1451–1458.
(5)
Abuchowski, A.; Mccoy, J. R.; Palczuk, N. C.; Vanes, T.; Davis, F. F. Effect of Covalent
312
Attachment of Polyethylene Glycol on Immunogenicity and Circulating Life of Bovine Liver
313
Catalase. 1976, 252, 3582–3586.
314
(6)
Abraham, A.; Vanes, T.; Palczuk, N. C.; Davis, F. F. Bovine Serum Albumin by Covalent
315
Alteration of Immunological Properties of Bovine Serum Albumin by Covalent Attachment of
316
Polyethylene Glycol. J Biol Chem 1977, 252, 3578–3581.
317
(7)
318 319
134–149. (8)
320 321
Alconcel, S. N. S.; Baas, A. S.; Maynard, H. D. FDA-Approved Poly(ethylene Glycol)– protein Conjugate Drugs. Polym. Chem. 2011, 2, 1442.
(9)
322 323
Pfister, D.; Morbidelli, M. Process for Protein PEGylation. J. Control. Release 2014, 180,
Caliceti, P.; Veronese, F. M. Pharmacokinetic and Biodistribution Properties of Poly(ethylene Glycol)– Protein Conjugates. Adv. Drug Deliv. Rev. 2003, 55, 1261–1277.
(10)
Esposito, P.; Barbero, L.; Caccia, P.; Caliceti, P.; D’Antonio, M.; Piquet, G.; Veronese, F. M.
324
PEGylation of Growth Hormone-Releasing Hormone (GRF) Analogues. Adv. Drug Deliv.
325
Rev. 2003, 55, 1279–1291.
326 327
(11)
Kontos, S.; Hubbell, J. A. Drug Development: Longer-Lived Proteins. Chem. Soc. Rev. 2012, 41, 2686–2695.
14 ACS Paragon Plus Environment
Page 15 of 25
328 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
The Journal of Physical Chemistry
(12)
329 330
Reichert, C.; Borchard, G. Noncovalent PEGylation, An Innovative Subchapter in the Field of Protein Modification. J. Pharm. Sci. 2016, 105, 386–390.
(13)
Johansson,
G.;
Joelsson,
M.
Specifically
Increased
Solubility
of
Enzymes
in
331
Polyethyleneglycol Solutions Using Polymer-Bound Triazine Dyes. Anal. Biochem. 1986,
332
158, 104–110.
333
(14)
Muller, C.; Capelle, M. A. H.; Arvinte, T.; Seyrek, E.; Borchard, G. Noncovalent Pegylation
334
by Dansyl-Poly(ethylene Glycol)s as a New Means Against Aggregation of Salmon
335
Calcitonin. J. Pharm. Sci. 2011, 100, 1648–1662.
336
(15)
Mueller, C.; Capelle, M. A. H.; Arvinte, T.; Seyrek, E.; Borchard, G. Tryptophan-mPEGs:
337
Novel Excipients That Stabilize Salmon Calcitonin against Aggregation by Non-Covalent
338
PEGylation. Eur. J. Pharm. Biopharm. 2011, 79, 646–657.
339
(16)
Mueller, C.; Capelle, M. A. H.; Seyrek, E.; Martel, S.; Carrupt, P.-A.; Arvinte, T.; Borchard,
340
G. Noncovalent PEGylation: Different Effects of Dansyl-, L-Tryptophan–, Phenylbutylamino-
341
, Benzyl- and Cholesteryl-PEGs on the Aggregation of Salmon Calcitonin and Lysozyme. J.
342
Pharm. Sci. 2012, 101, 1995–2008.
343
(17)
Salmaso, S.; Bersani, S.; Mastrotto, F.; Tonon, G.; Schrepfer, R.; Genovese, S.; Caliceti, P.
344
Self-Assembling Nanocomposites for Protein Delivery: Supramolecular Interactions between
345
PEG-Cholane and Rh-G-CSF. J. Control. Release 2012, 162, 176–184.
346
(18)
Salmaso, S.; Bersani, S.; Scomparin, A.; Balasso, A.; Brazzale, C.; Barattin, M.; Caliceti, P. A
347
Novel Soluble Supramolecular System for Sustained Rh-GH Delivery. J. Control. Release
348
2014, 194, 168–177.
349
(19)
Ambrosio, E.; Barattin, M.; Bersani, S.; Shubber, S.; Uddin, S.; Van Der Walle, C. F.;
350
Caliceti, P.; Salmaso, S. A Novel Combined Strategy for the Physical PEGylation of
351
Polypeptides. J. Control. Release 2016, 226, 35–46.
352
(20)
Khondee, S.; Olsen, C. M.; Zeng, Y.; Middaugh, C. R.; Berkland, C. Noncovalent PEGylation
353
by Polyanion Complexation as a Means to Stabilize Keratinocyte Growth Factor-2 (KGF-2).
354
Biomacromolecules 2011, 12, 3880–3894. 15 ACS Paragon Plus Environment
The Journal of Physical Chemistry
355 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
(21)
356 357
Page 16 of 25
Antonik, P. M.; Eissa, A. M.; Round, A. R.; Cameron, N. R.; Crowley, P. B. Noncovalent PEGylation via Lectin-Glycopolymer Interactions. Biomacromolecules 2016, 17, 2719–2725.
(22)
Mero, A.; Ishino, T.; Chaiken, I.; Veronese, F. M.; Pasut, G. Multivalent and Flexible PEG-
358
Nitrilotriacetic Acid Derivatives for Non-Covalent Protein Pegylation. Pharm. Res. 2011, 28,
359
2412–2421.
360
(23)
361 362
Kurinomaru, T.; Shiraki, K. Noncovalent PEGylation of L-Asparaginase Using PEGylated Polyelectrolyte. J. Pharm. Sci. 2015, 104, 587–592.
(24)
Kurinomaru, T.; Tomita, S.; Kudo, S.; Ganguli, S.; Nagasaki, Y.; Shiraki, K. Improved
363
Complementary Polymer Pair System: Switching for Enzyme Activity by PEGylated
364
Polymers. Langmuir 2012, 28, 4334–4338.
365
(25)
Kuwada, K.; Kurinomaru, T.; Tomita, S.; Shiraki, K. Noncovalent PEGylation-Based Enzyme
366
Switch in Physiological Saline Conditions Using Quaternized Polyamines. Colloid Polym.
367
Sci. 2016, 294, 1551–1556.
368
(26)
Tomita, S.; Yoshimoto, K. Polyion Complex Libraries Possessing Naturally Occurring
369
Differentiation for Pattern-Based Protein Discrimination. Chem. Commun. 2013, 49, 10430–
370
10432.
371
(27)
Tomita, S.; Soejima, T.; Shiraki, K.; Yoshimoto, K. Enzymatic Fingerprinting of Structurally
372
Similar Homologous Proteins Using Polyion Complex Library Constructed by Tuning
373
PEGylated Polyamine Functionalities. Analyst 2014, 139, 6100–6103.
374
(28)
Tomita, S.; Sakao, M.; Kurita, R.; Niwa, O.; Yoshimoto, K. A Polyion Complex Sensor Array
375
for Markerless and Noninvasive Identification of Differentiated Mesenchymal Stem Cells
376
from Human Adipose Tissue. Chem. Sci. 2015, 6, 5831–5836.
377
(29)
378 379
Polyelectrolyte Complex for Biomedical Application. Curr. Med. Chem. 2016, 23, 276–289. (30)
380 381
Shiraki, K.; Kurinomaru, T.; Tomita, S. Wrap-and-Strip Technology of Protein-
Pace, C. N.; Vajdos, F.; Fee, L.; Grimsley, G.; Gray, T. How To Measure and Predict the Molar Absorption Coefficient of a Protein. Protein Sci. 1995, 4, 2411–2423.
(31)
Purich, D. L. Enzyme Kinetics: Catalysis & Control; Elsevier: Burlington, 2010. 16 ACS Paragon Plus Environment
Page 17 of 25
382 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
The Journal of Physical Chemistry
(32)
Hornak, V.; Abel, R.; Okur, A.; Strockbine, B.; Roitberg, A.; Simmerling, C. Comparison of
383
Multiple Amber Force Fields and Development of Improved Protein Backbone Parameters.
384
Proteins 2006, 65, 712–725.
385
(33)
Jorgensen, W. L.; Chandrasekhar, J.; Madura, J. D.; Impey, R. W.; Klein, M. L. Comparison
386
of Simple Potential Functions for Simulating Liquid Water. J. Chem. Phys. 1983, 79, 926–
387
935.
388
(34)
Bayly, C. I.; Cieplak, P.; Cornell, W. D.; Kollman, P. A. A Well-Behaved Electrostatic
389
Potential Based Method Using Charge Restraints for Deriving Atomic Charges: The RESP
390
Model. J. Phys. Chem. 1993, 97, 10269–10280.
391
(35)
Onufriev, A.; Bashford, D.; Case, D. A. Exploring Protein Native States and Large-Scale
392
Conformational Changes with a Modified Generalized Born Model. Proteins 2004, 55, 383–
393
394.
394
(36)
395 396
Zagrovic, B.; Pande, V. Solvent Viscosity Dependence of the Folding Rate of a Small Protein: Distributed Computing Study. J. Comput. Chem. 2003, 24, 1432–1436.
(37)
Kurinomaru, T.; Kameda, T.; Shiraki, K. Effects of Multivalency and Hydrophobicity of
397
Polyamines on Enzyme Hyperactivation of α-Chymotrypsin. J. Mol. Catal. B Enzym. 2015,
398
115.
399
(38)
Ryckaert, J. P.; Ciccotti, G.; Berendsen, H. J. C. Numerical Integration of the Cartesian
400
Equations of Motion of a System with Constraints: Molecular Dynamics of N-Alkanes. J.
401
Comput. Phys. 1977, 23, 327–341.
402
(39)
Case, D. A.; Darden, T. A.; Cheatham, T. E., III; Simmerling, C. L.; Wang, J.; Duke, R. E.;
403
Luo, R.; Walker, R. C.; Zhang, W.; Merz, K. M.; et al. AMBER 12; University of California:
404
San Francisco, CA, 2012.
405
(40)
406 407 408
Tomita, S.; Ito, L.; Yamaguchi, H.; Konishi, G.; Nagasaki, Y.; Shiraki, K. Enzyme Switch by Complementary Polymer Pair System (CPPS). Soft Matter 2010, 6, 5320–5326.
(41)
Carlsson, F.; Malmsten, M.; Linse, P. Protein-Polyelectrolyte Cluster Formation and Redissolution: A Monte Carlo Study. J. Am. Chem. Soc. 2003, 125, 3140–3149. 17 ACS Paragon Plus Environment
The Journal of Physical Chemistry
409 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
(42)
410 411
(43)
416
Crowley, P. B.; Brett, K.; Muldoon, J. NMR Spectroscopy Revceals Cytochrome cPoly(ethylene Glycol) Interactions. ChemBioChem 2008, 9, 685–688.
(44)
414 415
Ni, R.; Cao, D.; Wang, W.; Simulation, M. Release of Lysozyme from the Branched Polyelectrolyte- Lysozyme Complexation. J. Phisical Chem. B 2008, 112, 4393–4400.
412 413
Page 18 of 25
Seyrek, E.; Dubin, P. L.; Tribet, C.; Gamble, E. A. Ionic Strength Dependence of ProteinPolyelectrolyte Interactions. Biomacromolecules 2003, 4, 273–282.
(45)
Lindhoud, S.; de Vries, R.; Schweins, R.; Cohen Stuart, M. A.; Norde, W. Salt-Induced Release of Lipase from Polyelectrolyte Complex Micelles. Soft Matter 2009, 5, 242–250.
417 418
18 ACS Paragon Plus Environment
Page 19 of 25
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
The Journal of Physical Chemistry
419
Table Legends
420
Table 1. Enzyme kinetic parameters α-amylase in the presence of PEG-b-PAMA kcat [a] (s-1)
KM [a] (mM)
0 eq.
6.6
23.2
0.5 eq.
3.6
20.8
1.0 eq.
2.5
57.4
Molar ratio
421 422
[a]
Calculated by linear fitting of Figure 2B.
423
19 ACS Paragon Plus Environment
The Journal of Physical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 20 of 25
424
Figure Legends
425
Figure 1. (A) Crystal structure of α-amylase (PDB: 6TAA). The active site is shown by green
426
spheres. (B) Chemical structure of PEG-b-PAMA.
427
Figure 2. (A) Inhibition of anionic α-amylase in the presence PEG-b-PAMA. The normalized
428
enzyme activities of 0.5 µM α-amylase for 20 mM substrate with various concentrations of PEG-b-
429
PAMA were measured in 10 mM MOPS buffer (pH 7.0). The curve was added to guide the eye. (B)
430
Lineweaver–Burk plots for hydrolysis of substrate by 0.5 µM α-amylase (closed circles) in the
431
presence of 0.5 equiv. (open circles) and 1.0 equiv. (closed squares) PEG-b-PAMA in MOPS buffer
432
(pH 7.0). The lines represent the best fit for the data using eq. 1. (C) Schematic illustration of
433
noncompetitive inhibition of α-amylase activity by PEG-b-PAMA. E, enzyme; S, substrate; I,
434
inhibitor; ES; enzyme-substrate complex; EI, enzyme-inhibitor complex; EIS, enzyme-inhibitor-
435
substrate complex; P, product.
436
Figure 3. Overlaid representative snapshots of PEG-b-PAMA binding to the α-amylase surface in
437
the absence (A) or presence (B) of ionic effect (equivalent to 0.15 M NaCl) calculated by MD
438
simulation. Active site residues and other regions are represented as green spheres and gray cartoons,
439
respectively. PEG and PAMA in PEG-b-PAMA are colored purple and cyan, respectively. The
440
binding site of the enzyme with PEG-b-PAMA is shown in yellow.
441
Figure 4. The binding map of PEG-b-PAMA onto the surface of α-amylase calculated by MD
442
simulation. The molecular surface was generated in PyMOL. The colored residues are shown in the
443
binding surfaces of α-amylase to PEG-b-PAMA within a distance of 2.7 Å from tertiary ammonium
444
groups of PAMA (red), ester groups of PAMA (blue), and ether groups of PEG (purple). The active
445
site of α-amylase is shown in green. Initial placements of PEG-b-PAMA were x-axis direction +20
446
Å (A) and –20 Å (B), y-axis direction +20 Å (C) and –20 Å (D), and z-axis direction +20 Å (E) and
447
–20 Å (F) from the center of protein molecule.
448 20 ACS Paragon Plus Environment
Page 21 of 25
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
449
The Journal of Physical Chemistry
Table of contents
450
21 ACS Paragon Plus Environment
The Journal of Physical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Figure 1. (A) Crystal structure of α-amylase (PDB: 6TAA). The active site is shown by green spheres. (B) Chemical structure of PEG-b-PAMA. 82x41mm (300 x 300 DPI)
ACS Paragon Plus Environment
Page 22 of 25
Page 23 of 25
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
The Journal of Physical Chemistry
Figure 2. (A) Inhibition of anionic α-amylase in the presence PEG-b-PAMA. The normalized enzyme activities of 0.5 µM α-amylase for 20 mM substrate with various concentrations of PEG-b-PAMA were measured in 10 mM MOPS buffer (pH 7.0). The curve was added to guide the eye. (B) Lineweaver–Burk plots for hydrolysis of substrate by 0.5 µM α-amylase (closed circles) in the presence of 0.5 equiv. (open circles) and 1.0 equiv. (closed squares) PEG-b-PAMA in MOPS buffer (pH 7.0). The lines represent the best fit for the data using eq. 1. (C) Schematic illustration of noncompetitive inhibition of α-amylase activity by PEG-b-PAMA. E, enzyme; S, substrate; I, inhibitor; ES; enzyme-substrate complex; EI, enzyme-inhibitor complex; EIS, enzyme-inhibitor-substrate complex; P, product. 82x95mm (300 x 300 DPI)
ACS Paragon Plus Environment
The Journal of Physical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Figure 3. Overlaid representative snapshots of PEG-b-PAMA binding to the α-amylase surface in the absence (A) or presence (B) of ionic effect (equivalent to 0.15 M NaCl) calculated by MD simulation. Active site residues and other regions are represented as green spheres and gray cartoons, respectively. PEG and PAMA in PEG-b-PAMA are colored purple and cyan, respectively. The binding site of the enzyme with PEG-bPAMA is shown in yellow. 177x98mm (300 x 300 DPI)
ACS Paragon Plus Environment
Page 24 of 25
Page 25 of 25
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
The Journal of Physical Chemistry
Figure 4. The binding map of PEG-b-PAMA onto the surface of α-amylase calculated by MD simulation. The molecular surface was generated in PyMOL. The colored residues are shown in the binding surfaces of αamylase to PEG-b-PAMA within a distance of 2.7 Å from tertiary ammonium groups of PAMA (red), ester groups of PAMA (blue), and ether groups of PEG (purple). The active site of α-amylase is shown in green. Initial placements of PEG-b-PAMA were x-axis direction +20 Å (A) and –20 Å (B), y-axis direction +20 Å (C) and –20 Å (D), and z-axis direction +20 Å (E) and –20 Å (F) from the center of protein molecule. 177x104mm (300 x 300 DPI)
ACS Paragon Plus Environment