1
6892 J. Phys. Chem. B, Vol. 114, No. 50, 2010
Patel et al.
TABLE 4: Results of Molecular Dynamics Simulation
3
8
performed with CYANA 2.1. Dihedral angle restraints based
on JNHCRΗ values were used, wherever possible, for structure
3
%
population in specific
microstates
refinements. D-Amino acid residues were introduced in the
CYANA library under the guidance of the developer. Structures
were energy minimized using the GROMACS software pack-
age. Structural models were rendered with Pymol, MolMol,
or Viewerlite software.
Isothermal Titration Calorimetry (ITC). The experiments
were performed on a VP-ITC microcalorimeter (Microcal, Inc.)
at 298 K. The sample cell contained peptide in 50 µM
concentration, as determined by optical measurements, and the
reference cell contained water. The 2.5 mM p-nitrophenylphos-
phate (ligand) solution loaded in a 250 µL syringe was titrated
into peptide solution in 10 µL aliquots in 25 steps at 4 min
intervals. The change in enthalpy (∆H) due to dilution was
determined by titrating ligand into solvent as well as solvent
into peptide solution. These backgrounds were subtracted from
no. of
no. of
length of conformers microstates
3
9
peptide simulation sampled
recovered
1
2
3
4
5
a
b
b
b
b
b
SHD
SHC
SCH
DHS
DHC
DCH
100
11
10
14
13
14
20001
11001
10001
14001
13001
14001
10
8
4
5
5
92.52 4.28 2.36 0.51 0.14
85.54 10.28 1.87 1.69 0.33
97.53 1.93 0.45 0.12
98.56 0.88 0.44 0.09 0.03
98.81 0.86 0.25 0.08 0.02
94.08 3.89 1.55 0.34 0.16
6
a
Conformers harvested at the 5 ps interval. b Conformers har-
vested at the 1 ps interval.
dynamics was initialized, and the trajectory was sampled at
intervals reported in the individual cases after allowing an initial
3
ns for equilibration.
∆
H obtained for the corresponding ligand-peptide binding
Conformational clustering to achieve microstates of peptide
experiments, prior to curve fitting. The background-subtracted
data was fitted to a model describing a single binding site using
MicroCal software. The binding enthalpy (∆H), entropy (∆S),
structure to 0.15 nm rmsd cutoff was performed with a reported
procedure.55 The difference Helmholtz free energy (∆FA-B
between specific microstates was calculated from relative
probabilities p and p of finding the system in microstates A
/p , with R as the gas constant,
and p the number of members in
)
d
and dissociation (K ) constant were thus calculated.
A
B
Enzyme ActiWity. The kinetics of hydrolysis was monitored
spectrophotometrically on a Perkin-Elmer spectrophotometer,
fitted with peltier, using p-nitrophenylacetate (pNPA) as a
substrate, by observing the production of p-nitrophenolate anion
at 410 nm. A stock solution of pNPA was prepared in 20 mM
sodium phosphate buffer, pH 7.0, with a few drops of aceto-
nitrile added to solubilize the pNPA. The peptide concentration
in the assays was 24 µM. Hydrolase activity was evaluated in
and B as ∆FA-B ) -RT ln p
B
A
T as the temperature, and p
A
B
microstates A and B.
Molecular Docking. Flexible docking was implemented with
AutoDock 4.0.56 The central members of the top 10 clusters
over aromatic residues of peptide conformers populating the
molecular dynamics trajectory were targeted as the receptor.
Using an rmsd tolerance of 2 Å, structurally distinct confor-
mational clusters of the ligand were ranked in increasing energy.
2
0 mM sodium phosphate buffer, pH 7.0, at 25 °C, by varying
the substrate concentration. The catalyzed rate of pNPA
hydrolysis was measured by an initial slope method, following
the increase in 410 nm absorption of p-nitrophenolate. Errors
in observation were about 5%.
Differential Scanning Calorimetry (DSC). The experiments
were performed on a Mettler-Toledo DSC-822e instrument. The
peptide was dissolved in water in ∼40 mM concentration, and
the solutions were thoroughly degassed prior to data acquisition.
The sample was scanned relative to the empty aluminum pan
as a reference in the temperature range 288-358 K, with a
scanning rate of 5 K/min.
Acknowledgment. We acknowledge DST (09DST028),
Government of India, for financial support, IIT Bombay for the
computing facility “Corona” and C-DAC, Govt. of India, for
the supercomputing facility “BRAF”. We acknowledge Dr.
M. V. Hosur and Dr. Lata Panicker (BARC, Mumbai, India)
for their help with DSC experiments. K.P. and B.G. are
recipients of fellowships from Council of Scientific and
Industrial Research (CSIR) and University Grants Commission
(
UGC), respectively.
Molecular Dynamics. An Intel Pentium PIV Linux server,
Intel Xeon dual CPU 2.4 GHz computational servers, and a
PARAM Padma supercomputer equipped with 248 (Power
Supporting Information Available: Mass, NMR, fluores-
cence, CD, ITC, DSC, molecular dynamics, and kinetics data.
This material is available free of charge via the Internet at http://
pubs.acs.org.
4@1GHz) processors and an aggregate memory of 512 GB were
the hardware platforms used. Molecular dynamics was carried
3
9
out in the GROMACS package (versions 3.1.4, 3.2.1, 3.3.1,
.3.2, and 3.3.3) using the gromos-96 43A1 force field52 in a
References and Notes
3
(
(
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box of explicit solvent with periodic boundary conditions under
NVT (constant number of particles, volume, and temperature).
The nonbonded list cutoff was 1.4 nm with a shift at 0.8 nm,
the integration step was 2 fs, the initial velocities were drawn
from the Maxwellian distribution, and the temperature was
coupled to an external bath with a relaxation time constant of
21.
(
3) Dill, K. A.; Ozkan, S. B.; Weikl, T. R.; Chodera, J. D.; Voelz,
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(
(5) DeGrado, W. F.; Summa, C. M.; Pavone, V.; Nastri, F.; Lombardi,
.1 ps. Bond lengths were constrained with SHAKE53 to a
A. Annu. ReV. Biochem. 1999, 68, 779–819.
0
(
6) Razeghifard, R.; Wallace, B. B.; Pace, R. J.; Wydrzynski, T. Curr.
geometric accuracy of 0.0001. For an electrically charged
system, counterions were added by replacing the solvent
molecule to achieve electrical neutrality. First, the model peptide
energy minimized was placed in a periodic cubic box of
appropriate edge length and soaked in SPC water, to the
density in correspondence of 1 atm at 298 K. The system was
energy minimized first in solvent restraining the solute and then
in both solvent and the solute relieved of the restraint. Molecular
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(7) Heinisch, T.; Ward, T. R. Curr. Opin. Chem. Biol. 2010, 14, 184–
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99.
(
8) Fersht, A. R. Structure and Mechanism in Protein Science: A Guide
to Enzyme Catalysis and Protein Folding; W. H. Freeman and Company:
New York, 1998.
5
4
(
9) Schramm, V. L. Chem. ReV. 2006, 106, 3029–3030.
(
(
10) Anfinsen, C. B. Science 1973, 181, 223–230.
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(12) Rana, S.; Kundu, B.; Durani, S. Chem. Commun. 2004, 2462–2463.