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Biophys J, February 2002, p. 660-675, Vol. 82, No. 2


*Department of Chemistry, Princeton University, Princeton, New
Jersey 08544;
Department of Biochemistry and Biophysics
and the Cardiovascular Research Institute, University of California,
San Francisco, California 94143;
Department of Pure and
Applied Mathematics, Washington State University, Pullman, Washington
99164; and §Department of Pharmaceutical Chemistry,
University of California, San Francisco, California 94143 USA
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ABSTRACT |
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We used classical molecular mechanics (MM) simulations
and quantum mechanical (QM) structural relaxations to examine the
active site of myosin when bound to ATP. Two conformations of myosin have been determined by x-ray crystallography. In one, there is no
direct interaction between switch 2 and the nucleotide (open state). In
the other (closed state), the universally conserved switch 2 glycine
forms a hydrogen bond with a
-phosphate oxygen. MM simulations
indicate that the two states are thermodynamically stable and allow us
to investigate the extent to which the P-loop, switch 1, and switch 2 are involved in hydrolysis. We find that the open structure has a
higher affinity for ATP than the closed structure, and that ATP is
distorted toward a transition state by interactions with the protein.
We also examine how the structure of the binding site changes with
either MgATP or CaATP as the nucleotide in myosin in the open
conformer. Our analyses suggest that higher CaATPase rates occur
because the leaving phosphate (Pi) group is more weakly
bound and dissociation occurs faster. Finally, we validate the use of a
particular formulation of a QM methodology (Car-Parrinello) to further
refine the structures of the active site.
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INTRODUCTION |
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The motor protein myosin uses the free energy provided by the hydrolysis of ATP to generate biological force and motion. Protein-nucleotide interactions give rise to conformational changes in the protein that result in the production of work. Despite concerted efforts to elucidate how the chemical free energy is harnessed, amplified, and transferred from the nucleotide binding site to the portion of the protein that functions as the working motor element, this process remains largely unresolved. Additional understanding of the protein-nucleotide interaction is necessary to resolve the interaction, and is the goal we pursue here.
X-ray crystallographic solutions of the motor domain of myosin (Smith
and Rayment, 1996a
; Fisher et al., 1995
; Gulick et al., 1997
, 2000
;
Dominguez et al., 1998
; Houdusse et al., 1999
) show considerable
structural and functional homology with both kinesin-family motors
(Kull et al., 1996
; Sablin et al., 1996
, 1998
; Gulick et al., 1998
;
Kozielski et al., 1997
; Müller et al., 1999
) and with the
guanosine nucleotide binding proteins (reviewed in Vale, 1996
; Kull et
al., 1998
). The structural homology is particularly striking at the
triphosphate binding domain of the nucleotide site. It is composed of
three highly conserved elements: switch 1, switch 2, and the P-loop,
Walker A motif (Walker et al., 1982
) found in most, but not all,
ATPases. The switch notation derives from the original identification
of these structural elements in the G-proteins.
In all myosin x-ray structures these three elements form the
Pi-tube, a narrow channel into which the nucleotide
triphosphates bind and hydrolysis subsequently occurs (Yount et al.,
1995
). The x-ray structures show extensive coordination between the
nucleotide and the P-loop, switches 1 and 2, and the magnesium ion. A
comparison of the motor domain of Dictyostelium discoideum
(Dd) myosin in the Dd S1 · MgADP · BeFx state
with that in the Dd S1 · MgADP · AlF
) or Dd S1 · MgADP · VO4
state (Smith and Rayment, 1996b
) provided the first suggestions as to
how coordination changes at the nucleotide site associated with the
hydrolysis step could result in motility. Exhibiting trigonal,
bipyramidal geometry for the fluorine or oxygen atoms at the
-phosphate position, the latter two states are thought to mimic the
nucleotide hydrolysis state intermediate. In relation to the Dd S1
· MgADP · BeFx state, the Dd S1 · MgADP · AlF
-helix (also termed the relay helix). This
displacement has been suggested to be stabilized by two coordinations
lacking in the Dd S1 · MgADP · BeFx state
(Fisher et al., 1995
; Smith and Rayment, 1996a
; reviewed in Holmes,
1996
; Cooke, 1997
). One is a hydrogen bond from the universally
conserved glycine in switch 2 to a
-phosphate position fluorine or
oxygen. The other is a salt bridge between conserved residues in switch
1 and switch 2. A popular hypothesis is that myosin-based motility
results from the propagation of these conformational changes to the
myosin neck via the converter domain (Fig.
1) (Fisher et al., 1995
; Smith and
Rayment, 1996a
; reviewed in Holmes, 1996
; Cooke, 1997
).
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Other coordination changes at the nucleotide site are seen, however.
Additionally, the structure of chicken gizzard (Chgiz) S1
bound to the MgATP analog, MgADP · BeFx (Dominguez
et al., 1998
), shows a similar switch 2 movement as in the Dd S1
· MgADP · AlF
- and
-phosphate positions of ATP4
. Substituting
Ca2+ for Mg2+ dramatically elevates the myosin
ATPase rate, while slightly inhibiting the actomyosin ATPase rate and
dramatically down-regulating skinned fiber sliding velocity
(Polosukhina et al., 2000
). Even more perplexing are uncouplers such as
PrNANTP (Pate et al., 1991
) and DNPhAPrTP (Wang et al., 1993
), which
are rapidly hydrolyzed by both myosin and actomyosin but do not support
motility. These nucleotide analogs would suggest that conformational
changes at the
-phosphate position associated with hydrolysis as
suggested by the crystal structures may be necessary, but are not
sufficient for motility. All these factors call into question the
precise relationship between hydrolysis intermediates, switch
movements, and ultimately, motility. Clearly, additional information is
required to determine the correct relationships.
A limitation of a crystal structure is that it is a static picture of a single conformation of a protein, obtained in the presence of crystal contact packing forces, and generally under nonphysiological conditions. As noted above, this can confound interpretation. What is desired is to augment the insights obtained from x-ray crystallography with nonstatic analyses. In this regard, classical molecular mechanics (MM) offers us an extremely powerful tool for analyzing the structural, mechanistic, and energetic properties of biomolecules. Given the atom locations from a crystal structure, one can obtain detailed descriptions of how certain parts of the protein move with respect to time, simulating solvated, physiological conditions.
For all the power of MM, there remains a shortcoming. The potential energy function used in these simulations is bound and thus does not allow for the breaking or formation of chemical bonds any stronger than hydrogen and ionic bonds. We are therefore unable to "do chemistry" in the event that a reaction takes place. In most cases, such as when refining crystal structures or predicting conformations different from those observed in experiments, this limitation is not an impairment. However, when covalent reactions are considered, we must turn to quantum mechanical (QM) prescriptions.
QM simulations are inherently unbiased and can accurately describe
bond-breaking reactions. The use of density-functional theory (Parr and
Yang, 1989
) in the generalized-gradient approximation to the
exchange-correlation functional of Perdew et al. (1996
, 1997
)
combines the merit of very high structural and thermodynamical accuracy
with favorable scaling in the system size. This allows us to easily
manage structures containing hundred of atoms. The electronic ground
state can be determined using the Car-Parrinello (CP) approach (Car and
Parrinello, 1985
) allowing for very efficient structural optimizations
and the ability to evolve the electronic ground state "on-the-fly."
The electrons adiabatically follow the ionic motion, thus allowing true
first-principle molecular dynamics simulations, without resorting to
any force field parametrization. CP was originally developed within the
solid-state physics community and applied to systems of interest to
those scientists. In recent years, however, there have been many
applications of this technique to systems of biological relevance
(Alber et al., 1999a
, b
; Alber and Carloni, 2000
; Pantano et al., 2000
;
Piana and Carloni, 2000
; Rothlisberger et al., 2000
; Sulpizi and
Carloni, 2000
; Cecconi et al., 2001
; Dal Peraro et al., 2001
). We have
the capability to use this technology to investigate the complex
chemical and physical behavior of reactive systems such as the one
studied herein.
The x-ray crystal structures of Dd S1 · MgADP · BeFx myosin and Chgiz S1 · MgADP · BeFx are thought to represent the motor in the open-switch 2 prehydrolysis state and the closed-switch 2 transition state, respectively. As noted, however, ambiguities remain in relating structurally observed conformational changes at the nucleotide site to the motor cycle. Here we use MM analyses of these two structures to examine the stability of these structures, the energetics of nucleotide binding, the coordination of the P-loop and switch regions to each other and the nucleotide, and the effects of the nucleotide-chelated metal to better comprehend the relationship among the x-ray structures, nucleotide hydrolysis, and motility. We choose to analyze these two structures (one with an open switch 2, the other closed) because they both contain the same nucleotide, which we modeled with ATP. The analyses suggest that certain amino acid residues at the nucleotide site have crucial roles in hydrolysis. We extend the analyses through the use of CP structural relaxations to better refine the geometries of these residues at the active sites to better understand their involvement in the chemical reaction of hydrolysis.
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METHODS |
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Classical molecular dynamics
The structures for Dd S1 · MgADP · BeFx (Protein Data Bank 1MMD) and Chgiz S1
· MgADP · BeFx (Protein Data Bank 1BR4) were
obtained and subsequently first refined with classical MM methods. In
both cases, BeF3 was replaced with the
-phosphate group.
Because we were interested only in the motor domain fragment containing
the nucleotide binding site, we truncated the Chgiz S1
· MgADP · BeFx structure to include the first 705 amino acid (aa) residues of heavy chain A; the Dd S1 · MgADP · BeFx x-ray structure contained 743 aa
residues. We note that although the Dd and Chgiz structures
are similar in size, they are not identical. However, what differences
do exist are relegated to structural features far removed from the
active site and surrounding domains of interest. For the CaATP
simulations we used the Dd S1 · MgADP · BeFx
structure and replaced Mg2+ with Ca2+.
The AMBER 6.0 package (Case et al., 1999
; Pearlman et al., 1995
) and
the force field of Cornell et al. (1995)
were used for these
calculations. Charges for ATP were computed by first performing a
single-point energy calculation on the molecule (the geometry of the
nucleotide as determined in the Dd S1 · MgADP · BeFx structure was used) at the Hartree-Fock level of
theory. A 6-31G* basis was used and the RESP algorithm (Bayly et al.,
1993
) was then used to fit the electrostatic potential to the molecule
and determine atom-centered charges. Parameters for Ca2+
were taken from Aqvist (1992)
. For Mg2+, the parameters
were the same as in an earlier study on ncd (Minehardt et al., 2001
).
Using the tLEaP module of AMBER 6.0, we added hydrogen atoms
and protonated all histidine residues at the
position. Na+ counterions were added to produce an overall
electrically neutral system.
A box of TIP3P waters (Jorgensen et al., 1983
) was then used to solvate
the system, leaving a 10 Å border between the edges of the box and the
closest atoms of the protein. All crystallographic waters in the Dd
S1 · MgADP · BeFx structure were first
removed before the solvation step. Importantly, as discussed in
Results, the MM simulations subsequently accurately reproduced the
locations of the crystallographic waters adjacent to the nucleotide
triphosphates in the Pi-tube, thus providing additional
confidence in our simulations. Only two Pi-tube
crystallographic waters interacting with the nucleotide were resolved
in the Chgiz S1 · MgADP · BeFx
x-ray structure, compared with seven in the Dd S1 · MgADP
· BeFx structure. Preliminary MM simulations indicated
that if these waters were removed, the nucleotide would not be properly
solvated due to the fact that switch 2 was displaced closer to the
nucleotide, closing off the Pi-tube, and therefore
precluding mobile waters from entering the region adjacent to the
nucleotide during the MM simulations. These two waters, but no others,
were retained for the simulations.
The simulations were completed in two steps. In the first, the entire
system (94,257 atoms for Dd S1 · MgATP, 94,260 for Dd S1
· CaATP, and 127,370 atoms for Chgiz S1) was
energy-minimized using the SANDER module of AMBER 6.0. The
steepest descent algorithm was used for the first 10 cycles, after
which the conjugate gradient method was utilized until a total of 1000 cycles were completed. The minimized system was then heated to 300 K
for 500 ps using the temperature scaling scheme of Berendsen et al.
(1984)
. Periodic boundary conditions were used and conditions were kept
at constant pressure. The SHAKE algorithm (Ryckaert et al., 1977
) was
used at every step of the simulations and allowed us to use a 2-fs time
step. On 16 processors of our SGI Origin 2000 (R12000, 300MHz CPUs),
the MM runs took 115 and 155 h for the Dd and Chgiz
systems, respectively.
MM-PBSA energetics calculations
To assess how significant the displacement of switch 2 was in
terms of binding, we completed free energy calculations for MgATP as
the nucleotide and either Dd or Chgiz S1 as the receptor. The free energies of binding of the nucleotide to the enzyme were calculated as in a previous study on ncd (Minehardt et al., 2001
). In
short, we used the scheme of Srinivasan et al. (1998)
and Massova and
Kollman (1999)
, where snapshots from the MM simulations, here representing 4 ps in time, were evaluated to yield the average molecular mechanical energies,
EMM
, the
sum of the average nonpolar and polar solvation (Poisson-Boltzmann
surface area, PBSA) energies (Osapay et al., 1996
; Bashford et al.,
1997
; Demchuk et al., 1997
; Yang and Honig, 1995a
, b
; Yang et al.,
1996
; Smith and Honig, 1994
; Honig et al., 1993
),
GPBSA
, and the entropic term,
T
SMM
. The
EMM
term
was itself an average of the electrostatic, van der Waals, and internal
energies and was computed using the anal package of AMBER
6.0 (Case et al., 1999
). The polar solvation term was calculated by
solving the nonlinear Poisson-Boltzmann equation (Sharp and Honig,
1990
); the solvent-accessible surface area (SASA) algorithm due to
Sanner et al. (1996)
was used to compute the nonpolar contribution to
GPBSA
. The entropic contribution to the
binding energy,
T
SMM
, was difficult to
compute due to the size of the systems considered in this study.
However, it has been estimated to be ~+20 kcal/mol for the binding of
ligands similar in size to ATP (Massova and Kollman, 1999
; Chong et
al., 1999
). This value was also seen to be appropriate in a study of ATP binding to kinesin-family motors (Minehardt et al., 2001
) and was
used here.
Car-Parrinello structural relaxations
Three truncated structures of the active site were considered,
each taken from energy-minimized spatially averaged MM structures from
the last 10 ps of simulation. For the Dd S1 · MgATP active site
we included Ser-181-Glu-187 in the P-loop, Asn-233 and
Asn-235-Ser-237 in switch 1, and Asp-454 in switch 2. Ser-181 and
Asn-235 were terminated with NH2 groups; Asp-454 was
modeled as CH3CH2COO
; Asn-233 was
modeled as CH3CH2CONH2; Glu-187 was
terminated with a COOH group; and Ser-237 was terminated with an
aldehyde, CHO; the nucleotide was terminated at N9 (where
the ribose joins the adenine moiety). This nitrogen was saturated and
became an NH2 group. Including four waters and the cation,
the resulting structure contained 194 atoms. We used an orthorhombic
cell of dimension (a.u.) 38 × 37 × 42, which included a
10 a.u. buffer to insulate copies of the system in the periodic boundary conditions.
When CaATP was considered, 193 atoms were included: Ser-181-Glu-187
(terminated with hydrogens) from the P-loop, Asn-233 (modeled as
CH3CH2CONH2) and Asn-235-Ser-237
(terminated with hydrogens) from switch 1, Asp-454 (modeled as
CH3CH2COO
) and Ser-456 (modeled
as CH3CH2OH) from switch 2, the nucleotide (as
above), the metal ion, and three waters identified by the MM
simulation. The active site from Chgiz (186 atoms) was
chosen as for Dd S1 · MgATP, using the homologous amino acids,
with the following exceptions: the C- and N-termini were capped with
hydrogens; Gly-468 (homologous to Gly-457 in Dd S1) was included and
modeled as CH3NH2; and only two waters were
included that were present in the Pi-tube (AMBER
simulations and crystal structure). Note that, unlike the Dd S1
· MgATP active site, the Dd S1 · CaATP and Chgiz
active sites did not include the backbone oxygen of Ser-237 because
there is no crystallographic or computational (MM) evidence that this
atom is part of the hydrogen bond network present in that region of the
myosin-nucleotide complex. Additionally, although the x-ray crystal
structure of Dd Mg (Fisher et al., 1995
) suggested that Arg-238 helps
stabilize the lytic water via a weak interaction (3.4 Å, N-O
distance), our MM simulations did not confirm this (the distance grows
to 4.6 Å during the course of the simulation of Dd Mg) and therefore
we did not include this residue in any of the three models. A cubic
cell (38 a.u. on a side) was sufficient for this system, and as
previously noted, it included the 10 a.u. buffer region.
For all CP simulations, Vanderbilt ultrasoft pseudopotentials
(Vanderbilt, 1990
) were used and enabled the use of a 25 Ry cutoff for
the basis set. We used the PBE exchange-correlation potential (Perdew
et al., 1996
, 1997
) and the in-house version of the Car-Parrinello
code, CP90, maintained by our group at Princeton University. Starting
with the structures as determined above, we first performed 50 electronic minimization steps (
t = 5 a.u.) to
converge to a realistic representation of the ground state wavefunction
for the system. In the next phase, we refined the electronic
wavefunction for 500 minimization steps using the same
t.
Finally, ions and electrons were allowed to move and the system was
minimized for 1000 steps with
t = 10 a.u. On 16 SMP
Power3-II processors on our IBM SP Winterhawk-2, each system was
minimized in ~72 h.
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RESULTS |
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Two x-ray structures of myosin complexed with the identical bound ATP analog, ADP · BeFx, are available. However, there is a major difference between the two structures at the nucleotide site. In one (Dd), switch 2 is in the open conformation. In the other structure (Chgiz), switch 2 is in the closed conformation. We now use MM simulations on the fully solvated proteins with differing metals chelated to the nucleotide to better understand the implications of these structural differences. For brevity, we will refer to the Chgiz S1 · MgATP structure as Chgiz, the Dd S1 · MgATP structure as Dd Mg, and the Dd S1 · CaATP structure as Dd Ca. The classical molecular mechanical simulations are abbreviated as MM, and the Car-Parrinello simulations as CP.
Stability of the modeled structures
We first examined the stability of protein structures. The MM
simulations showed that the structures were temporally stable following
an initial, ~50 ps, equilibration period. In Table
1 we summarize the RMS deviations of the
C
backbone of switch 1, switch 2, the switch 2
-helix, the P-loop, and the nucleotide (standard deviations and the
range are also included). In all cases, the structure to which the
evolving system was compared was the energy-minimized structure that
resulted from the first step of the MM simulation process. The latter
step was performed to eliminate bad crystal contacts.
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For Dd Mg, Dd Ca, and Chgiz, the RMS deviations of switch 1, the P-loop, and the nucleotide are virtually indistinguishable. The values fall within the range of 0.24-0.46 Å, indicating that these structural features are very stable and probably represent local minima on the global free energy surface. Switch 1 is very stable in the observed, closed, conformation and exhibits almost identical RMS deviations for both Dd and Chgiz. The same can be said for the P-loop, which is commonly believed not to undergo any conformational change during binding and subsequent nucleotide hydrolysis. Recalling that we modeled the CaATP structure by replacing Mg2+ with Ca2+ in the initial, crystal structure of Dd myosin, it is reasonable to assume that an initial equilibration period would also be required with the different metal. In Fig. 2 a plot of the RMS deviation of CaATP is shown and exhibits exactly the predicted behavior. After ~75 ps, the position of the nucleotide has stabilized. As reported in Table 1, the position of CaATP is about as stable as is MgATP in either the Dd or Chgiz structure.
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The largest differences from the MM simulations appear in the
relative stabilities of the switch 2
-helix. In Fig.
3 the RMS deviation of the
C
backbone of the switch 2
-helix in Chgiz is plotted as a function of time. The plot for Dd Mg
(not shown) is qualitatively similar, but displays almost one
less movement than the average RMS deviation for the switch 2
-helix in
Chgiz (Table 1). By contrast, the RMS deviation of the
C
backbone of the switch 2 is plotted in Fig.
4. Finally, we note that although the
number of couplings between switch 2 and the nucleotide is greatest for
Dd Ca, they apparently are not strong enough to stabilize both switch 2 and the switch 2
-helix, because RMS deviations for these structural
features are identical (Table 1).
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Energetics of the Dd Mg and Chgiz systems
The conformational change associated with the transition from the
open to closed state of switch 2, and the attendant changes in the
coordination to the triphosphate nucleotide, would be expected to alter
the energies of the two systems and the binding energies of the
substrate. We investigated this effect using the MM-PBSA method to
determine binding energies. Table 2
presents the components of the energies of the two structures. The
sizes of the two systems involved, along with fact that we are dealing
with structures that have significant, but not complete sequence
homology, introduced some variation into the calculations (Minehardt et
al., 2001
). Nonetheless, the calculations indicated that Dd S1 is a
more favored receptor for MgATP than is Chgiz. This
assertion is supported by examining Table
3, where the components of the binding
energies are presented. Estimating
T
S as +20 kcal/mol
(Minehardt et al., 2001
), and adding this to the enthalpies given in
Table 3, we found that
Gbind =
16
kcal/mol for the Dd S1 · MgATP system and
Gbind = 0 kcal/mol for the
Chgiz · MgATP system. As suggested by the energetics
reported in Table 2, we see that the Chgiz structure
interacted less favorably with the nucleotide than did the Dd Mg
structure.
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An explanation for the difference in binding energies is as follows.
The Dd Mg structure was crystallized in the presence of an MgATP
analog. Based on the position of switch 2 in the crystal structure, it
represents a system before hydrolysis occurs. Thus it is
reasonable that
Gbind should be negative;
that is, the prehydrolysis conformer of S1 (not to be confused with pre
and posthydrolysis and transition state conformers of the nucleotide) should significantly bind a prehydrolysis nucleotide. We also note that
our value for this quantity agrees very nicely with the experimentally
observed value of
18 kcal/mol (Taylor, 1979
). The Chgiz
structure, although crystallized with the same MgATP analog, clearly is
not in a conformation suggestive of the prehydrolysis step. Instead,
the Pi-tube is more crowded than in the Dd structure due to
a 4 Å displacement of switch 2 toward the nucleotide. There are also
fewer waters present than in the Dd, prehydrolysis, structure. This
arrangement observed in Chgiz suggests that the
protein is in a conformation somewhere along the reaction
pathway. That is, hydrolysis of the nucleotide is either in the process
of occurring or has just taken place, and the surrounding protein has
undergone the requisite structural changes in and around the hydrolysis site. Thus, the receptor
itself in a transition or posttransition state
would bind a transition state analog more favorably than a
nucleotide in a prehydrolysis conformation. In short, the computed
Gbind value for the Chgiz
structure implies that the protein is expecting a nucleotide with a
geometry more similar to a transition state intermediate than to MgATP
with tetrahedrally coordinated oxygens at the
-phosphate position: a
prehydrolysis nucleotide state. It does not have a preference for
binding or releasing this nucleotide.
Interactions of the nucleotide with the protein
Aside from the goals of understanding the structure and function of a complicated and important biophysical system such as myosin, we are also laying the foundation for future studies of the hydrolysis reaction itself. Thus, it is of extreme import that the CP method in general, and the Vanderbilt ultrasoft pseudopotentials and PBE exchange-correlation functional in particular, can be shown to produce results that not only agree with experimental studies and MM simulations, but provide additional information that would otherwise be unattainable. As noted in both Introduction and Methods, CP allows us to make and break chemical bonds. On a much more fundamental level, no parametrizations are used when computing the forces in a system, and thus our structural refinements ought to provide the most reliable data about said structures. Finally, the S1 · XATP (X is calcium or magnesium) active site warrants investigation by a method such as CP because simulation accuracy requires that the electronic degrees of freedom must be characterized explicitly in such a highly charged and reactive system.
In Figs.
5-7
we present the hydrogen bonding patterns from the CP structural
relaxations for Dd Mg, Dd Ca, and Chgiz, respectively. Please note that the numbering of the amino acid sequences in all three
figures is that of Dd. This scheme was chosen to simplify comparisons
between the Dd and Chgiz figures and to simplify Results and Discussion of this study. Thus, when residues are numbered, they
are numbered as in the Dd crystal structure. The corresponding numbers
in Chgiz are as follows: aa 242-247 for switch 1, aa
465-470 for switch 2, aa 177-184 for the P-loop, and aa 478-508 for the switch 2
-helix. The reader is advised that the hydrogen bonding patterns for Dd S1 complexed with either MgADP·BeFx (Fig.
6 in Fisher et al., 1995
) or MgADP·VO4 (Fig. 11 in
Smith and Rayment, 1996a
), as observed in the crystal structures, are
also of help in understanding the following section.
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The P-loop
The P-loop is a glycine-rich motif that contains a universally
conserved lysine. The side chain of this particular aa (Lys-185) carries a formal charge of +1 and is thus considered likely to interact
significantly with a negatively charged nucleotide such as ATP. In both
the Dd and Chgiz structures, two of the remaining residues
(Ser-181 and Thr-186) in the P-loop contain polar side chains that
enhance the magnitude of the interaction with the substrate. Finally,
there is a glutamic acid (which carries a formal charge of
1) at the
187 position.
When we examine Lys-185 in the crystal structure of Dd Mg,
N
is predicted to be equidistant to the
- and
-phosphate oxygens to which it forms hydrogen bonds. In the CP
simulations of Dd Mg, the length of the hydrogen bond between
H
-O
is shorter than that from
H'
-O
(1.52 vs. 1.78 Å; see Fig.
5). This bond is the second shortest hydrogen bond observed in the
system and warrants consideration of Lys-185 acting as a general acid
toward the base that is the
-phosphate moiety. We note that this
feature is not distinguishable in the crystal structure. In the
Chgiz structure (Fig. 7), where N
of Lys-185 is shown to be on average 0.4 Å further from the
- and
-phosphate oxygens of ATP, we see that the
H
-O
distance is now slightly
longer than the H'
-O
distance. Given that the Chgiz structure is thought to
closely resemble the transition state, it is reasonable to expect
Lys-185 to stabilize the remaining ADP group, while Gly-457 in switch 2 (discussed below) provides extra coordination to the
-phosphate
leaving group.
Bond distances for interactions of Ser-181 and Thr-186 to the
nucleotide are accurately reproduced by both MM and CP calculations for
the Dd Mg (Fig. 5) and the Chgiz (Fig. 7) models. Ser-181 stabilizes the
-phosphate with a H-bond of ~1.6 Å, while the hydroxyl oxygen of Thr-187 interacts with Mg2+ over a
distance of slightly >2 Å. Glu-187 provides additional contact to
MgATP via a bond from the backbone amide hydrogen to O
.
This H-bond is predicted to be slightly stronger in the Dd Mg structure
than in the Chgiz structure (Figs. 5 and 7). In Dd Mg,
Glu-187 also forms a H-bond from O
to a nearby water. This interaction is also seen in the x-ray crystal structure. In both
Dd Mg and Chgiz we predict a contact between Thr-186
H
and Asp-454 O
(1.07 and 1.62 Å,
respectively) that is not observed in either crystal structure. The
most disparate measures are from the backbone NH of Gly-184 to
O
of ATP, with both MM and CP predicting an almost 0.4 Å greater hydrogen bond in the Chgiz structure.
When we turn to the Dd Ca simulations (Fig. 6), the unequal interaction
of Lys-185 with the nucleotide phosphates is less pronounced. The
H
-O
distance is 1.61 Å and the
H'
-O
distance is 1.55 Å, making
the differences in these quantities the same as in our
Chgiz simulations, i.e., Lys-185 appears to (slightly)
stabilize the
-phosphate more than the
-phosphate. This is
reasonable given the transition state conformation of the protein. One
additional factor might be an extra hydrogen bond formed between
H
of Lys-185 and an O
of Asp-454 (not
shown in Fig. 6), thus pulling the side chain of Lys-185 back just
enough to distort any conformation that might hint at the general acid
character alluded to, as in the case of Dd Mg.
Regardless, we can say that Lys-185 interacts most markedly with the
nucleotide when the nucleotide and the protein are both in
prehydrolysis conformations as observed in Dd Mg (Fig. 5). The P-loop
in Dd Ca (Fig. 6) does not preserve the hydrogen bond from the backbone
NH of Gly-184 to O
, but instead establishes a new bond
to the bridging, O
, oxygen in ATP. This is presumably
because CaATP is in a different position in the Pi-tube than is MgATP, the template for the CaATP simulations. Similarly, the
Thr-186 H
and Asp-454 O
interaction is
missing in the Dd Ca structure and has been replaced instead by a
Thr-186 H
-O
H-bond. The contact to
Ca2+ from the O
of Thr-186 is weaker than
observed in the Dd Mg or Chgiz cases (almost 2.4 Å vs.
~2 Å), as is that of the backbone amide hydrogen of Glu-187 to the
O
of the nucleotide.
Switch 1 and switch 2
As in the P-loop, there are a number of potentially reactive
components of switch 1 and switch 2. In switch 1, the universally conserved moieties include three residues with polar side chains (Asn-233, Ser-236, and Ser-237) and one residue that carries a formal
charge of +1, Arg-238. However, it is evident from crystal structures
that Arg-238 does not interact with either an ATP analog (Fisher et
al., 1995
) or a transition state analog (Smith and Rayment, 1996a
). In
switch 2 there are three universally conserved residues, two of which
(Asp-454 and Glu-459) carry formal charges of
1. In the x-ray crystal
structure of Dd complexed with an MgATP analog, there is a single
interaction between what would be the
-phosphate of ATP and switch
2, and the interaction is a weak one. Asp-454 is H-bonded to a water,
which is in turn H-bonded to one of the
-phosphate oxygens. In the
x-ray crystal structure of Chgiz, switch 2 is displaced
almost 4 Å closer to the
-phosphate mimic of the nucleotide analog.
As a result, switch 2 interacts directly with the substrate via a
hydrogen bond formed from the backbone amide hydrogen of Gly-457 to one
of the
-phosphate oxygens.
The greatest number of direct contacts
and by direct, we include the
bound metal cation
between switch 1 and the nucleotide involve
Ser-237. The O
of Ser-237 interacts with the metal in
all three cases studied (confirmed in crystal structures for Dd Mg and
Chgiz). The backbone oxygen of Ser-237 is involved in stabilizing a nearby water only in the Dd Mg structure. In the two
other cases we consider, there is no water present in the required
location for this interaction to form. In Dd Mg the H
of
Ser-237 forms a hydrogen bond with a nearby water. In
Chgiz, H
is coordinated with Asp-454. In Dd
Ca, MM simulations show that H
forms an intramolecular
hydrogen bond with the backbone oxygen of Ser-237, presumably because
putative electron donors are either absent (as in the case of the
water) or displaced from Ser-237 by such a distance that precludes a
meaningful interaction (as in the case of Asp-454). We note that none
of these interactions is observed in the available crystal structures
because hydrogens are not resolved in those experiments.
In all three systems, H
of Ser-236 hydrogen bonds to an
O
of ATP. This H-bond is alluded to in the crystal
structures of Dd Mg and Chgiz, but as in the case of
H
of Ser-237, was not confirmed until our simulations
were completed. In the Dd prehydrolysis x-ray structure, Ser-236 is
hypothesized to hydrogen-bond to both the
-phosphate and one of the
charged amino groups of the side chain of Arg-238. This latter
interaction is observed in the MM simulations but not in the CP
refinements, due to the exclusion of Arg-238 in the model. In the
crystal structure with a transition state nucleotide bound at the
active site, Ser-236 is shown to take on a more important role, namely
that of stabilizing the equatorial oxygens of the trigonal bipyramidal
Pi leaving group. We fail to observe any of these
interactions in our simulations, most likely because the nucleotide is
not in its transition state.
We next consider Asn-235. The function of this residue appears to be that of stabilizing either one or two water molecules. If the Dd x-ray crystal structures are used as a guide, then Asn-235 forms two H-bonds, one per each of two waters (neither of them lytic), if the prehydrolysis nucleotide is bound. At the transition state, the crystal structure shows the two H-bonds from Asn-235 terminating at one water molecule. Our simulations of Dd Mg (Fig. 5) indicate that Asn-235 only interacts with one water, forming a single H-bond of ~1.8 Å that emanates from the backbone oxygen of the amino acid. We see the "two H-bonds with two waters"-type structures when CaATP is the nucleotide (Fig. 6) or if Chgiz (Fig. 7) is considered. In the two Dd x-ray structures, the water that is always in contact with Asn-235 is also always in contact with Mg2+. Similarly, that is the case for the CaATP and Chgiz simulations. Only in our simulation of Dd Mg do we not observe any interaction of Asn-235 to a water that is also bound to the metal.
The last of the four residues from switch 1 that is included in the CP
structural refinements is Asn-233. This residue is known to form an
H-bond from the side chain amino group to one of the
-phosphate
oxygens (this is observed in the x-ray structure and in our
simulations). In the Chgiz structure this contact is preserved, as it is in the x-ray structure of Dd complexed with a
transition state nucleotide analog. If CaATP is the nucleotide, we
predict that additional stabilization of the nucleotide occurs through
an H-bond formed to one of the
-oxygens of ATP (Fig. 6). This
feature is seen in the x-ray structure of Dd Mg but not in that of
Chgiz, or when Dd binds a transition state nucleotide in
the active site.
In switch 2 we include Asp-454 in all the simulations. The
water-mediated H-bond to a
-oxygen of ATP in the crystal structure of Dd Mg is reproduced (Fig. 5) and is predicted to be present if CaATP
is the nucleotide (Fig. 6). For all models studied, Asp-454 forms an
H-bond with Thr-186, a feature not observed in any Dd x-ray crystal
structure. MM simulations suggest, and CP refinements confirm, that
when Ca2+ is substituted for Mg2+, additional
coordination of the metal and nucleotide to switch 2 results: Asp-454
has two additional H-bonds (both to Ca2+) and Ser-456 is
close enough to form a 1.7 Å bond with one of the
-oxygens of
CaATP. In the Chgiz crystal structure, the backbone amide N
of Gly-457 is 3.12 Å from one of the
-phosphate oxygens. In the
course of our MM simulations, the distance narrowed to 2.87 Å and
subsequent CP refinements of the structure (Fig. 7) give a value of
2.79 Å (note that this is the only distance on Figs. 5-7 that does
not have the heavy atom to hydrogen distance subtracted from it). When
the N-H bond distance is subtracted from this quantity, a hydrogen
bond on the order of 1.8 Å is realized. This is more than sufficient
to promote hydrolysis.
Coordination of waters and the metal
We preface this section with a comment about the MM simulation of
the Dd Mg structure. The initial positioning of the waters was random
and there were any number of structures that could have resulted as the
simulations evolved in time. The fact that the key waters at the
nucleotide site that were resolved crystallographically "found their
way home" and were also resolved computationally gives greater
confidence in our simulations and further validates the results. Of
particular interest was the water that has previously been suggested to
be involved in the hydrolysis of the
-phosphate of MgATP via an
in-line SN2 attack (Kagawa and Mori, 1999
). In Fig. 5 this
water is the one located in the lower left-hand corner of the figure.
The position of this water was especially well-reproduced when compared
to crystallographic data (Fisher et al., 1995
).
All three crystal structures examined (Dd S1 · MgADP · BeFx; Dd S1 · MgADP · VO4, PDB
1VOM; and Chgiz S1 · MgADP · BeFx) do not indicate bonding between Mg2+ and
one of the
-phosphate oxygens. In both MM and CP simulations, Mg2+ is coordinated to ATP via one of the
-phosphate
oxygens; coordination to the
- and
-phosphate oxygens is
reproduced. The CP simulations yield values that agree with the x-ray
structure most closely and indicate that the metal is too tightly bound
to the triphosphate in the MM simulations. In the Dd Mg and
Chgiz simulations, Mg2+ fills out its
coordination with ionic interactions with a nearby water, Thr-186, and
Ser-237. When Ca2+ is considered, the metal-
-phosphate
linkage is lost and two new hydrogen bonds, both to Asp-454, are
formed, yielding a sevenfold coordinate Ca2+ (the contacts
to a water, the
- and
-phosphates, Thr-186, and Ser-237 are
preserved as in Dd Mg and Chgiz).
There exist markedly different water coordinations in the Dd Mg and
Chgiz crystal structures. Only two waters are
crystallographically resolved for Chgiz, while at least six
waters are shown to be in the Pi-tube in Dd Mg. In MM and
CP simulations of Dd Mg (Fig. 5), a water is hydrogen-bonded to a
P
oxygen, O
of Ser-237, and another
water, which is itself coordinated with Mg2+. The third
water is stabilized by Glu-187 and the H
of Ser-237, while the fourth water simply forms a hydrogen bond with Asp-454. For
the Chgiz-structure (Fig. 7), the water closest to the
Mg2+ coordinates with it and the O
of
Ser-237, seemingly mimicking the second water in the Dd Mg structure.
The second water present forms a hydrogen bond with the 3'-hydroxyl on
the ribose of ATP and again, the simulations accurately predict this structure.
When we consider Dd Ca (Fig. 6), the water most likely to be the lytic
water forms a hydrogen bond with Asp-454 (1.76 Å) and one with the
same
-phosphate oxygen that is hydrogen-bonded to Ser-456 (1.84 Å).
As in the Chgiz simulation, there is a water interacting
with the 3'-hydroxyl on the ribose of ATP. This water hydrogen-bonds
with one of the
-phosphate oxygens as well.
Bond lengths and angles within ATP
One of the yardsticks we can use to gauge the efficacy of our
methods is to examine the bond lengths and angles in the nucleotide. In
an MM force field, electrons are considered to be localized on atoms,
giving rise to partial charges. This assumption is generally a valid
one, and we note that the RESP procedure (Bayly et al., 1993
) that is
used when deriving charges for atoms in molecules that are are not
included as part of standard AMBER force field (such as ATP) has the
effect of "smearing" the atom-centered charges to better
approximate a more realistic picture of electron delocalization. However, even though the RESP procedure is a step in the right direction, the resulting charges are fixed and cannot be adjusted, if
and when the local environment is dynamic enough to warrant continuous
updating of the electronic structure of the system. In the present
study we are faced with a highly charged, relatively small nucleotide
(44 atoms for ATP plus a cation) in which the electrons are certainly
delocalized over much of the triphosphate arm. Because there are many
reactive amino acids present in the active site, the electrons become
more delocalized still. Using a QM technique allows us to more
accurately establish the geometry of the system as long as the level of
theory at which we do the calculation is itself sufficiently robust.
The calculated
-oxygen to P
distances (both MM and
CP) are indistinguishable from the values reported for the x-ray crystal structures of Dd Mg and Chgiz. In these crystal
structures, the
-position P-O bonds are very slightly longer than
the
-position P-O distances. CP reproduces this trend, but not MM,
which sets these five bond lengths to equal one another. The
O
-P
bond should be longer than the
O
-P
bond. Both MM and CP simulations
reproduce this trend. However, the CP distances are closer to the
values obtained by crystallography. Similarly, the trend is followed
when the
- to
-linkage is considered.
One commonly accepted theme when discussing the structure of ATP bound
to the protein is that the
-phosphate oxygen atoms are in a
tetrahedral arrangement. In the crystal structure, the
-phosphate
group is mimicked by a nonhydrolyzable BeF3 group bound to
MgADP. The three angles formed by the F atoms, the Be atom, and the
oxygen on ADP that was to mimic O
, are 108.4°,
108.4°, and 109.6°. The average is thus 108.8°, meaning that the
BeFx group geometry deviates from that of a perfect
tetrahedron by only 0.7°. In reality, however, we expect more
deviation because of the many varied forces interacting with the
triphosphate arm in general, and the
-phosphate in particular.
The three O
-P
-O
angles are calculated to be significantly less than the almost
perfectly tetrahedral quantities observed in the crystal structures.
Both CP and MM values (103.5° and 103.8°, respectively) indicate
that the terminal phosphate is strained by almost 6°. The
P
-O
-P
angle
observed to be ~135° in both the Dd Mg and Chgiz structures
is
more closely approximated by CP (126° and 122°) than MM (120° and
118°). The same trend is observed for the
P
-O
-P
angle.
| |
DISCUSSION |
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|
|
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We have used classical molecular mechanical and quantum mechanical methods to examine the stability of the crystal structures of Chgiz and Dd S1 myosin, the interaction of the nucleotide with the motor protein, and the implications of variation in the cation associated with the nucleotide. Crystal structures are static pictures of conformations of proteins, and thus finer details of complex portions of the systems, such as where intricate hydrogen bonding patterns are crucial, may not be accurately reported for an aqueous environment at physiological temperatures. The modeling approaches used here give us extremely powerful tools to predict structural, mechanistic, and energetic properties of biomolecules that can supplement the knowledge gained from x-ray crystallography.
Our modeling indicated that all three structures considered were stable
nucleotide-motor conformations under physiological conditions. This
suggested that they represented viable conformations during the ATP
hydrolysis cycle. Free energy calculations showed that the Dd Mg
structure binds MgATP more tightly than Chgiz. Our
calculated
Gbind for Dd S1 · MgATP was
16 kcal/mol, in excellent agreement with experimental quantities.
Within the limits of our simulation tools, we have also provided
refined estimates under more physiological conditions of hydrogen bonds
that have been identified in the crystal structures, and have suggested
new contacts that have not previously been suggested.
The Chgiz x-ray structure has a closed switch 2 conformation. The closing of switch 2 was originally seen in Dd
structures with either MgADP · AlF
-helix, in driving the
powerstroke. The ATP analog state with a closed switch 2 has brought
into question the exact structural relationship between hydrolysis and motion.
Several modeling observations now allow us to place the open and closed
switch 2 structures in better perspective. Surprisingly, the
simulations indicate that at the
-phosphate position, the nucleotide
in the Dd MgATP structure (open switch 2) has partly undergone a
transition to the nucleotide hydrolysis transition state intermediate.
The bond angles between the
-phosphate oxygens, the
-phosphorus,
and the P
-P
bridging oxygen average ~103° in the simulations. This is a 6° deviation from the
109.5° angle expected for a true ATP at the active site. This latter angle is the one in the Dd MgADP · BeFx crystal
structure. In perspective, the 6° deviation from ideality is 30% of
the magnitude change needed for a distortion to the 90° angle of the
true hydrolysis transition intermediate. A similar angular change at
the
-phosphate position toward the transition state nucleotide is
also seen in the Chgiz MgATP simulations.
In the closed switch 2 conformation of the Dd MgADP · AlF
to Arg-238 H
distances are 1.73 and 1.80 Å). This salt bridge is not observed in
the Dd MgADP · BeFx structure, leading to
suggestions that the formation of this salt bridge is a part of the
closing of switch 2 (reviewed in Geeves and Holmes, 1999
). The
interactions we observe in the Chgiz MgATP structure are
significantly weaker (1.92 and 2.11 Å distances) than in the Dd closed
switch 2 structures. The weaker salt bridge, along with the
modification of the positions of the
-phosphate oxygens to a
strained-tetrahedral configuration, suggest that the closed switch 2 state with MgATP at the active site may actually be an intermediate on
the path to the true transition state, as exemplified by the Dd
structures with MgADP · AlF
The role of Lys-185
Our simulations indicate that the universally conserved Lys-185
residue in the P-loop interacts with the nucleotide in a way such that
this residue may play the role of a general acid in the hydrolysis
reaction. This conclusion differs from that of Kagawa and Mori (1999)
,
who used a semi-empirical method to analyze the molecular orbitals of
MgATP in the active site of the Dd MgADP · BeFx
structure. Quantum mechanical calculations done at the semi-empirical
level of theory are implicitly parametrized, and therefore some bias in
the results of these calculations can be expected. They modeled Lys-185
as neutrally charged (i.e., possessing two instead of three hydrogens
at the N
position). Lys-185 was thus suggested to act as
a general base that extracts a proton from the lytic water and then
forms the attacking hydroxyl group. The pKa of an acidic
proton is ~10.5 and there are waters present nearby, which would
appear to make deprotonation difficult. It has been shown, however,
that the pKa of the acidic proton of lysine can be lowered
by as many as 4.5 log10 units (Paetzel et al., 1997
). This
phenomenon occurs in the binding site of the Escherichia
coli signal peptidase (Paetzel et al., 1997
, 1998
), and results in
a nearby serine losing the H
from its side chain, thus transforming
the serine into a nucleophile that cleaves a bound substrate. However,
Paetzel and co-workers concluded that for lysine to function as a
general base, it must be located in either a hydrophobic domain or
there must be a local net positive charge. Clearly, neither of these
conditions is true in the active site of myosin. There is instead water
present and the net charge of the metal-ATP complex is strongly
negative. We suggest that Lys-185 is protonated and acts a general acid
if it is involved in a capacity beyond that of stabilizing the
triphosphate arm of ATP during hydrolysis.
Lys-185 can act as a general acid and function to stabilize a
structural state depending upon which conformer of the protein is
examined, given the same nucleotide at the active site. When MgATP is
placed in the Dd S1 structure (i.e., the prehydrolysis conformation of
S1), Lys-185 forms a stronger hydrogen bond with one of the
-phosphate oxygens than it does with a
-phosphate oxygen. The
converse is observed when MgATP is bound to the Chgiz transition state structure, and is consistent with the hypothesis that
Lys-185 is an important contributor to the hydrolysis cycle. In fact,
it is the only amino acid positioned in the proper manner to do duties
as an electron acceptor in the prehydrolysis step and then stabilize
MgADP after the P
-O
bond has been
broken. When CaATP is positioned into the nucleotide-binding site,
Lys-185 is too far away from the phosphate arm to significantly act in
a biased way toward either of the
- or
-phosphates, and therefore
cannot play as important a role in hydrolysis as it does in Dd Mg. As
discussed in the next subsection, this is not an apparent
contradiction. Although the net ATP turnover rate increases when CaATP
is the substrate, the modeling suggests that this is not due to a
faster hydrolysis step, but rather to faster dissociation of the
product Pi. This agrees with the observation that the
rate-determining step for the hydrolysis cycle of MgATP is the
dissociation of Pi from the metal-ADP complex (Taylor, 1979
).
Active-site metal and water coordination
Recalling that switch 2 is in the open configuration in the Dd Mg
structure and closed in the Chgiz structure, it is not
unreasonable that fewer crystallographic waters are resolved in the
latter case than in the former. There simply is not enough room in the Pi-tube to accommodate them. In the Dd simulations, it is
clear that a lytic water hydrogen-bonds to the
-phosphate oxygen and participates in the in-line SN2 attack of the
-phosphorus. The situation is not so obvious in the
Chgiz crystal structure and in our simulations.
In the Chgiz x-ray structure and in the results of our
simulations (Fig. 7), one of the two waters present in the
Pi-tube is retained by two H-bonds to Asn-235 and two
H-bonds to the nucleotide. The other water interacts with Asn-235 (via
one H-bond) and the Mg2+ cation (also one H-bond). In the
Dd Mg crystal structure (Fisher et al., 1995
), it is obvious that the
lytic water is the one that does not have any interactions at all with
the Mg2+ cation. This is confirmed in the crystal structure
of Dd complexed with a transition state analog of the nucleotide (Smith
and Rayment, 1996a
), because the only other candidate in the proper
position remains bound to the metal cation (this distance is reported
as 2.1 Å for both crystal structures). We can therefore conclude that
one of the requirements of the lytic water is that it not be bound to
the highly charged cation.
In the Chgiz x-ray structure the distance from the oxygen
of the metal-bound water to the metal is 2.15 Å (our simulations yield
2.09 Å; either number is quite close to the distance reported for the
Dd structures). It is not this water that attacks the
-phosphate of
ATP. The other water is tightly bound via four H-bonds to portions of
the P-loop and the nucleotide, which precludes it from being the lytic
water. The most reasonable explanation for the absence of the lytic
water is the one that was given above; that is, that there just is not
enough room in the Pi-tube. An alternative explanation is
that if the Chgiz structure represents the enzyme in its
transition state, then we can hardly expect the water that is consumed
in the hydrolysis reaction to be present. Is it possible that the x-ray
crystal structure of Chgiz has captured the enzyme in the
transition state while binding a prehydrolysis analog of MgATP?
In Dd Ca the lytic water is present and mediates a hydrogen bond
between Ser-456 and the
-phosphate of ATP. The metal is coordinated
sevenfold as opposed to the sixfold coordination seen in the Dd Mg
simulations, and has greater communication with switch 2 as a result.
The rate-limiting step in the myosin MgATPase is the release of
phosphate from the myosin · MgADP · Pi state
(reviewed in Taylor, 1979
); the rate-limiting step in the myosin
CaATPase has not been established. However, the nature of the
coordination of Ca2+ would result in the faster release of
Pi from the ADP · Pi state when
Ca2+ is the metal instead of Mg2+. There are
simply stronger bonds among Mg2+, the nucleotide, and
nearby protein residues that retain the leaving group more so than
Ca2+ does. We can thus hypothesize that an enhanced
Pi release rate is responsible for the enhanced myosin
CaATPase rate.
The MM and CP calculations provide qualitatively similar results concerning trends in bond lengths and angles. However, as noted earlier, one of the major differences lies in the treatment of the metal cation. MM shows much tighter binding of the metal to surrounding ligands and/or water, while CP yields distances much closer to experiment. This factor is extremely important because if the metal is too acidic (i.e., too tightly bound to the triphosphate), we will not see Pi release in the requisite time (T. J. Minehardt, N. Marzari, R. Cooke, E. Pate, and R. Car, unpublished observations).
Validation of the pseudopotential and exchange-correlation functional
Finally, we have shown that Vanderbilt ultrasoft pseudopotentials
and the PBE exchange-correlation functional used in this study are
appropriate for biological systems. Thus far, the Car-Parrinello formalism has been implemented for biological systems
that is, systems
where the chemistry of the solvent and weakly bonded interactions must
be accurately portrayed