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Biophys J, September 2002, p. 1281-1297, Vol. 83, No. 3
Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801 USA
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ABSTRACT |
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Early intermediates of bacteriorhodopsin's photocycle
were modeled by means of ab initio quantum mechanical/molecular
mechanical and molecular dynamics simulations. The photoisomerization
of the retinal chromophore and the formation of photoproducts
corresponding to the early intermediates were simulated by molecular
dynamics simulations. By means of the quantum mechanical/molecular
mechanical method, the resulting structures were refined and the
respective excitation energies were calculated. Two sequential
intermediates were found with absorption maxima that exhibit red shifts
from the resting state. The intermediates were therefore
assigned to the K and KL states. In K, the conformation of the retinal
chromophore is strongly deformed, and the N
H bond of the Schiff base
points almost perpendicular to the membrane normal toward Asp-212. The strongly deformed conformation of the chromophore and weakened interaction of the Schiff base with the surrounding polar groups are
the means by which the absorbed energy is stored. During the K-to-KL
transition, the chromophore undergoes further conformational changes
that result in the formation of a hydrogen bond between the N
H group
of the Schiff base and Thr-89 as well as other rearrangements of the
hydrogen-bond network in the vicinity of the Schiff base, which are
suggested to play a key role in the proton transfer process in the
later phase of the photocycle.
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INTRODUCTION |
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Bacteriorhodopsin (bR), a transmembrane
protein residing in the purple membrane of Halobacterium
salinarum, functions as a light-driven proton pump to produce a
proton gradient across the membrane (Oesterhelt and Stoeckenius, 1971
).
The protein consists of seven transmembrane
-helices (Henderson and
Unwin, 1975
) surrounding an all-trans retinal chromophore
covalently bound to Lys-216 through a protonated Schiff base linkage.
Fig. 1 depicts the chemical structure of
the protonated all-trans retinal Schiff base and its link to
the protein. Retinal contains six conjugated double bonds including the
Schiff base group.
|
Upon absorption of light in the visible spectral region, the retinal
chromophore undergoes in bR an isomerization around the C13==C14 double bond, resulting in a
13-cis configuration. The photoisomerization initiates a
photocycle during which bR completes an active proton transport event
across the membrane from cytoplasm to the extracellular side. The
photocycle comprises a series of intermediates, labeled K, L, M, N, and
O, characterized by their absorption maxima, and is completed through
return to the initial (BR) state (Lozier et al., 1975
). The lifetimes
of the intermediates range from subpicoseconds to milliseconds. The
photocycle involves protein structural changes, which are coupled to
proton transfer between such key residues as the retinal Schiff base,
Asp-85, Asp-96, and Glu-204 (Braiman et al., 1988
; Gerwert et al.,
1989
; Brown et al., 1995
). A sequence of proton transfers between these residues completes the overall unidirectional proton pump through the channel.
The three-dimensional atomic structure of the resting BR state has been
determined by cryoelectronic microscopy (Grigorieff et al., 1996
;
Mitsuoka et al., 1999
) and x-ray crystallography (Pebay-Peyroula et
al., 1997
; Luecke et al., 1998
, 1999a
,b
; Belrhali et al., 1999
). These
structures reveal the position of key residues facing the interior of
the protein and forming the proton channel. The protonated Schiff base
group lies in the middle of the channel dividing it into the
cytoplasmic and extracellular half-channels. High resolution x-ray
structures (Luecke et al., 1999a
; Belrhali et al., 1999
) have also
shown a hydrogen-bond network (HBN) in the extracellular half of the
channel including several internal water molecules. The existence of
water molecules was first suggested by nuclear magnetic resonance (NMR)
(de Groot et al., 1989
) and Fourier transform infrared (FTIR)
spectroscopic studies (Maeda et al., 1994
; Fischer et al., 1994
;
Kandori et al., 1995
; Chon et al., 1996
). In Fig. 2
a, the structure of the
retinal binding site of the x-ray structure of BR (Luecke et al.,
1999a
; PDB code, 1C3W) is shown. Fig. 3
illustrates the topology of the HBN in the retinal binding pocket,
including the negatively charged Asp-85 and Asp-212, the Schiff base,
and three internal water molecules (Wat-401, Wat-402, and Wat-406).
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After photoisomerization, a bathochromic (red-shifted) intermediate,
called K, forms in 3 ps. The K state that is trapped at liquid nitrogen
temperature 77 K is called KLT. In K, the energy of the
absorbed photon is stored in a high energy structure, the relaxation of
which induces a controlled series of proton translocations. The stored
energy has been estimated to be 16 kcal/mol by photocalorimetric experiments (Birge and Cooper, 1983
; Birge et al., 1989
). The structural changes during the K formation have been extensively investigated by various methods. Low temperature resonance Raman (LT-RR) and low temperature FTIR (LT-FTIR) spectroscopic studies have
shown significant chromophore conformational deformations in
KLT (Pande et al., 1981
; Braiman and Mathies, 1982
; Bagley et al., 1982
; Rothschild and Marrero, 1982
). LT-FTIR studies have also
revealed alterations of the HBN in the vicinity of the Schiff base
during the K formation (Kandori et al., 1998a
,b
, 1999
, 2000
, 2001a
;
Kandori and Shichida, 2000
).
Recently, an x-ray crystallographic structural model of the
KLT intermediate has been reported (Edman et al., 1999
).
Fig. 2 b shows the retinal binding site of the x-ray
structure (PDB code, 1QKO). The K
BR difference electron density map
reported in that study (Edman et al., 1999
) clearly shows a strong
negative density at the position of Wat-402 in BR, indicating the
dislocation of this water molecule during the formation of
KLT. The density map also reveals a remarkable
conformational change of Asp-85, which leads to the complete
dissociation of its hydrogen bond with Thr-89 and its closer distance
to the Schiff base. The authors have argued that these structural
changes play a key role in the primary proton transfer between the
Schiff base and Asp-85 in a later (L-to-M) step. However, due to the
weak electron density for KLT, the position of the
dislocated W-402 and the conformation of the chromophore in
KLT have not been determined clearly. Moreover, the
complete dissociation of the hydrogen bond between Asp-85 and Thr-89 disagrees with recent LT-FTIR results that indicate a
stronger hydrogen bond between these groups upon the formation of
KLT (Kandori et al., 1998b
, 1999
, 2001
).
Two distinct K-like bathochromic intermediates have been resolved by
visible (Shichida et al., 1983
), FTIR (Rothschild et al., 1985
; Sasaki
et al., 1993
; Weidlich and Siebert, 1993
; Hage et al., 1996
; Dioumaev
and Braiman, 1997
), and resonance Raman (Althaus et al., 1995
; Doig et
al., 1991
) spectroscopic measurements. These intermediates appear
sequentially in time, and the early and late ones have been
conventionally called K and KL, respectively. The formation of KL at
room temperature has been observed in ~10 ns by the visible
absorption measurements (Shichida et al., 1983
), and in 50 to 100 ns by
the time resolved FTIR (TR-FTIR) experiments (Hage et al., 1996
;
Dioumaev and Braiman, 1997
). Although the spectroscopic studies have
suggested significant structural changes involved in the K-to-KL
transition, the KL intermediate has not been well understood at the
atomic level.
The structure and dynamics of bR have been investigated by many
theoretical studies (Schulten et al., 1995
; Logunov and Schulten, 1996
;
Xu et al., 1996
; Humphrey et al., 1998
; Ben-nun et al., 1998
;
Tajkhorshid et al., 2000
; Baudry et al., 2001
; Warshel et al., 1991
;
Warshel and Chu, 2001
; Nina et al., 1995
; Yamato and Kakitani, 1997
).
Recently, ab initio quantum mechanical/molecular mechanical (QM/MM)
calculations have been applied to investigate the structure, the proton
transfer reaction, and the electronic and vibrational absorptions of
the BR state (Hayashi and Ohmine, 2000
).
QM/MM methods have been widely used to study chemical reactions
in solution phase and in proteins (Warshel and Levitt, 1976
; Warshel et
al., 1991
; Warshel and Chu, 2001
; Field et al., 1990
; Gogonea et al.,
2001
; Maseras and Morokuma, 1995
; Merill and Gordon, 1998
; Gao and Xia,
1992
; Logunov and Schulten, 1996
). In QM/MM methods, the part of the
system that involves electronic changes is described quantum
mechanically (QM), and the rest, which provides steric and
electrostatic environmental effects on the QM part, is treated by a
molecular mechanical (MM) force field.
Hayashi and Ohmine (2000)
computed the proton transfer potential energy
profile in bR by QM/MM calculations and showed that the primary proton
transfer can be efficiently triggered by a certain rearrangement of the
HBN, which can be induced by the chromophore photoisomerization
(Hayashi and Ohmine, 2000
). The authors have also described quantum
mechanically the electronic structures of the chromophore and the HBN
in the vicinity of the Schiff base, which is closely involved in the
proton transfer process. The electronic nature of the HBN results in
anomalous IR signals of the O
D and N
D stretching modes that have
been confirmed by a recent IR measurement (Kandori et al., 2002
). The excitation energy of the chromophore in the protein matrix was also
calculated and analyzed in terms of the chromophore-protein interactions. The ab initio QM/MM approach has also been applied to
identify the molecular mechanism of prominent absorption spectral features of sensory rhodopsin II (Hayashi et al., 2001
), for which x-ray crystallographic structures have been determined recently (Royant
et al., 2001
; Luecke et al., 2001
).
In the present paper, we report molecular dynamics (MD) simulations and
ab initio QM/MM calculations modeling the early intermediates of bR's
photocycle. The photoisomerization and the formation of the
photoproducts, i.e., the early intermediates, were simulated by MD. As
mentioned above, a proper description of electronic effects of the
chromophore and the HBN is crucial for the study of the
chromophore-protein interactions and their dynamics. Thus, we introduce
a polarizable water model (Rick et al., 1994
) for internal water
molecules and reparameterized the force field functions by the QM/MM
method. The structures of the photoproducts obtained by MD simulations
are further refined by QM/MM full geometry optimizations, where the
chromophore and the HBN are calculated fully quantum mechanically. At
the optimized structures of the intermediates, electronic excitation
energies of the chromophore were also calculated to characterize the
identified intermediates and to elucidate the molecular basis of their
bathochromic shifts. The present study provides detailed atomic
structural models of the K and KL intermediates and suggests key
structural changes in the proton pump process. The study also addresses
discrepancies between the x-ray structural model and spectroscopic observations.
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METHODS |
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In this section, details of preparation of the structural model will be first presented. Then, we will describe protocols and potential energy functions used for MD simulation of the chromophore isomerization and the formation of intermediates. Finally, methods of the QM/MM geometry optimization, energy decomposition analysis, and excitation energy calculations will be described.
Structural model
A structural model of the ground state (BR) was constructed
based on the high resolution crystal structures (Luecke et al., 1999a
;
Belrhali et al., 1999
). The model includes nine water molecules: two in
the cytoplasmic half of the channel, three in the Schiff base binding
site (Wat-401, Wat-402, and Wat-406), one between Arg-82 and Thr-205,
and three in the vicinity of Glu-194 and Glu-204. Asp-96, Asp-115, and
Glu-204 were protonated, and the other acidic and basic residues were
assumed to be charged (Sasaki et al., 1994
; Brown et al., 1995
).
MD simulation
MD simulations were used to model the chromophore
photoisomerization and to obtain starting structural models of the
early intermediates, which were refined by the QM/MM optimization
described in the next section. The AMBER force field (Cornell et al.,
1995
) was used for the standard protein residues, whereas force fields of the retinal chromophore and water molecules were reparameterized based on the QM/MM methods, as described below. Time integration of the
equation of motion was performed by the leap-frog algorithm with a 1-fs
time step. The bond distances including hydrogen atoms were kept fixed
by SHAKE. To maintain the overall shape of the protein, harmonic
constraints with a force constant of 2.0 kcal/mol/Å2 were
applied to C
atoms further than 12 Å from the retinal chromophore. This approximation is validated by electron microscopic (Bullough and Henderson, 1999
) and x-ray crystallographic (Edman et
al., 1999
) studies, showing that no major conformational changes of
helices accompany the formation of K. A 12-Å residue-based cutoff was
used for nonbonding interactions. The Berendsen method (Berendsen et
al., 1984
) was used to control the temperature.
The BR ground state was equilibrated for 200 ps at 300 K starting from
the QM/MM optimized structure (Hayashi and Ohmine, 2000
), and then an
equilibrium simulation of BR for 300 ps was performed to sample initial
coordinates and velocities for the simulations of photoisomerization.
The chromophore photoisomerization was simulated from the initial
configurations using the potential energy function of the excited
state, which steers the 13-trans excited state to the
13-cis ground state photoproduct (see below). During the
isomerization, the temperature control was turned off. To determine
energy minimized structures of the photoproducts from trajectories of
the photoisomerization, the system was first cooled gradually to 50 K
in 40 ps and then subjected to the QM/MM optimization.
For the BR ground state, we used the force field parameters of dihedral
angles of the main polyene chain of retinal (set B in Tajkhorshid et
al., 2000
) determined previously based on density functional
calculations (Tajkhorshid et al., 1999
). In addition, improper
torsional functions with Vn/2 = 0.3 kcal/mol were applied to represent sp2
planarities in the conjugated polyene.
For the isomerization, the potential energy function of the
C13==C14 dihedral angle,
13==14, was expressed by seven Fourier components
listed in Table 1. Fig.
4 shows the energy profile of the
potential function. The internal conversion to the 13-cis
ground state is described by downhill dynamics on a single potential
curve. In this description, the electronic details of the transition
process from the excited state to the ground state during the
isomerization are neglected. We assumed that the reactive trajectories
to the 13-cis configurations are not drastically perturbed
by the electronic transition process, because the internal conversion
likely takes place through conical intersections, which are expected to
be highly efficient doorways to the ground state. The potential energy
curve displays a plateau region around the 13-trans
configuration, as suggested by quantum chemical calculations (Garavelli
et al., 1997
, 1998
; Humphrey et al., 1998
; González-Luque et al.,
2000
). Unfortunately, the accurate excited state potential profile of
the chromophore with six double bonds in the protein matrix has not
been calculated yet. We therefore repeated the photoisomerization with
several trial potential functions that differ with respect to the width
of the plateau region. Those different potential functions produced
almost the same photoproducts, although the isomerization rate was
sensitive to the width. The other dihedral parameters of the
chromophore remained the same as those in the ground state, except for
C15==N
and
C14
C15, for which we used single well
potentials with the same curvatures at the trans
configurations to inhibit their rotations.
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Recently, the reaction potential energy surfaces of retinal analogues
from the Franck-Condon region to the product state in isolated form
have been precisely investigated by means of high-level quantum
chemical calculations (Garavelli et al., 1997
, 1998
; Humphrey et al.,
1998
; González-Luque et al., 2000
; Molnar et al., 2000
). These
studies showed the involvement of the stretching motions of the polyene
skeleton in the isomerization process, especially in the initial 100 to
200 fs (the H-to-I process) and during the electronic transition at the
conical intersections. The quantum dynamics of the electronic
transitions in the protein matrix has also been examined by
semiclassical techniques (Humphrey et al., 1998
; Ben-nun et al., 1998
;
Warshel and Chu, 2001
), suggesting mechanisms accounting for the high
quantum yield (0.64) of the isomerization process in bR. The present
classical treatment of the isomerization by a one-dimensional potential
function is a rather crude approximation and unable to reproduce
prominent characteristics of the photoisomerization dynamics observed
in ultrafast spectroscopic studies. Nevertheless, it seems to be
unlikely that lack of the details of the actual photodynamics leads to
a qualitatively irrelevant structural model of the primary
photoproduct, because the conformational change of the chromophore
during the isomerization is apparently dominated by the rotation around
the C13==C14 bond. Moreover, the quality of
the structures of the photoproducts, which may be compromised by the
applied simple potential functions of the chromophore, is improved
through the QM/MM structure refinements that follow the MD simulations
in the present modeling scheme.
It is well known that the charge distribution of the retinal
chromophore in bR largely changes both during the photoexcitation and
isomerization. Therefore, we used effective charge parameters for the
chromophore in the ground and excited states,
q

). These charges are listed in Table
2. The change of charge distribution
during the isomerization was then expressed by a function that
analytically interpolates q

13==14 = 90° and 270°,
|
(1) |
|
(2) |
13==14 = 90° and 270° to
mimic the so-called sudden polarization at the conical intersection. It
is noted that the change of the charge distribution upon the excitation
results in a difference of the chromophore-protein electrostatic
interactions,
V
S0 excitation energy
(see QM/MM excitation energy calculations section). In the BR state,
the
V
13==14 = 180° was set to be 39.1 kcal/mol (=50.3 kcal/mol (568 nm)
11.2 kcal/mol) as shown in Fig. 4.
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Rearrangement of the HBN in the proton channel plays an important role
for the pump process. Therefore, a proper description of the HBN is
also crucial in our MD simulation. As shown by a previous QM/MM study
(Hayashi and Ohmine, 2000
), there are strong electronic interactions,
such as polarization and charge transfer, between the Schiff base,
Asp-85, and Wat-402. The Kitaura-Morokuma energy decomposition analysis
(Kitaura and Morokuma, 1976
) showed that Wat-402 has a polarization
energy of
14.1 kcal/mol and a charge transfer energy of
18.2
kcal/mol due to its interaction with the Schiff base, Asp-85, and other
surrounding moieties. These electronic interaction energies are
considerably larger than those in water-water interactions; for
example, the polarization and charge transfer energies in a water dimer
are approximately
1 to
2 kcal/mol (Umeyama and Morokuma, 1977
). In
our preliminary MD simulations, we found that the TIP3P-AMBER force
field, in which nonbonding interactions are described by only classical pair-wise potential functions, cannot even reproduce the conformation of Wat-402 observed in the x-ray ground state structure; after the MD
equilibration, the Schiff base N
H bond directly attaches to
O
2 of Asp-85, and Wat-402 no longer bridges the
two. We also observed in the QM/MM optimized ground state structure a strong interaction between N
H of the Schiff base and a lone pair orbital of Wat-402 (Hayashi and Ohmine, 2000
); the TIP3P water model
cannot represent this hydrogen-bond correctly because of the poor
description of the lone pairs and electronic interactions.
Fig. 5 compares the interaction energies of Wat-402 with its surroundings in bR, determined in the frame work of the TIP3P-AMBER force field, or by means of the QM/MM calculations. Details of the QM/MM calculations are described in the next section. The energies were estimated for the energy minimum conformation and for 26 other conformations generated by ±15° rotations of the Wat-402 molecule around the Cartesian axes. As clearly seen, the TIP3P-AMBER energies strongly deviate from the QM/MM ones, indicating the poor orientational description of the TIP3P model due to lack of lone pair electrons and electronic interactions.
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The potential functions describing the internal water molecules were
therefore improved as follows. First, the fluctuating charge model
(fq-SPC) developed by Rick et al. (1994)
was used for all water
molecules. This model can take into account the multibody effect due to
the electronic polarization induced by the polar environment.
Furthermore, we added potential energy terms representing explicitly
the angular dependence of hydrogen-bonds and short-range attractions
between Wat-402 and the counter-ion aspartate groups. Parameters
appearing in the additional potential energy terms were fitted so as to
reproduce the QM/MM energies. The reparameterized force field is
denoted as set 1. The functional forms and parameters are summarized in
an Appendix. Fig. 5 also compares the interaction energies of Wat-402
by using the set 1 force field with the QM/MM values. One can see that
the energies of the present model are in good agreement with those of
the QM/MM results. Using this model for water, the hydrogen-bond
network of the ground state remained stable during a 500-ps MD
trajectory. In the simulations of photoisomerization, these additional
functions were excluded for the excited state and smoothly switched on
during the isomerization with the same switching function used for
effective charges (see Eqs. 1 and 2). In the simulations for the
modeling of KL, we used the fq-SPC model for Wat-402 but removed the
additional functions (see the KL intermediate section). This force
field is denoted as set 2.
QM/MM geometry optimization
The early intermediate structures obtained by the MD simulations
were refined through QM/MM geometry optimizations. We used a QM/MM
method described elsewhere (Hayashi and Ohmine, 2000
) that allows one
to determine efficiently the optimized geometry of the whole system.
One-electron operators based on a restrained electrostatic potential
(RESP) method (Bayly et al., 1993
) were used to describe the
electrostatic interaction between the QM and MM regions, thus, avoiding
the time consuming computation of electron integrals of gradient
components due to the QM
MM interaction during the optimization of
the MM region, which usually needs a large number of searching steps.
The QM/MM method is implemented in the HONDO (Dupuis et al., 1994
)
program package. The AMBER force field (Cornell et al., 1995
) and the
Hartree-Fock (HF) level of theory were used for the description of the
MM and QM regions, respectively. For the geometry optimization, the
side chains of retinal-Lys-216, Asp-85, and Asp-212, as well as three
water molecules (Wat-401, Wat-402, and Wat-406) were included in the QM
part. Dunning's split-valence (DZV) basis set (Dunning and Hay, 1977
) was used together with diffuse functions on the O
atoms
of the aspartate side chains. The boundaries dividing the QM and MM
regions were set at the C
C
bond of
Lys-216 and the C
C
bonds of Asp-85 and
Asp-212, and the open valences in the QM region were filled by dummy
hydrogen atoms following the link atom approach (Field et al., 1990
).
The interactions between the dummy hydrogen atoms and the MM region
were excluded by the RESP treatment (Hayashi and Ohmine, 2000
). A 12-Å
residue-based cutoff was used for nonbonding interactions.
QM/MM energy decomposition analysis
The QM/MM energies of the BR and intermediate states were
analyzed by decomposing them into several contributions. The total energy of the QM/MM system is expressed as
|
(3) |
MM interaction, and
EMM consists of only interactions within the MM
region. Unfortunately, it is rather difficult to consistently determine
EMM of different states in the present scheme
because of large fluctuations of polar residues around the surface
regions. In this study, therefore, we examined only the
EQM/MM term.
EQM/MM is decomposed into several terms:
|
(4) |
|




V
We carried out this analysis for the same QM/MM system used in the geometry optimizations. The QM region includes side chains of retinal-Lys-216, Asp-85, and Asp-212, and three water molecules (see QM/MM geometry optimization section). This QM/MM system is denoted as system A. We also applied the analysis to a QM/MM system in which only the side chain of retinal-Lys-216 is included in the QM region, denoted as system B. In both systems, the QM regions were described by the HF method with the DZV basis set.
QM/MM excitation energy calculations
In the description of the excited state, we employed the QM/MM
method using the CASSCF level of theory. The excitation energy (Eex) was computed for system B (see QM/MM
energy decomposition analysis section). Twelve electrons in 11 valence
orbitals of the chromophore were chosen for the CAS space. To
improve the flexibility of basis functions, polarization functions were
added to the C and N atoms of the conjugated backbone of the retinal Schiff base. The excitation energies were computed by the
state-averaged CASSCF calculations for the lowest three
-
* states
(S0, S1, and S2), followed by the
state specific CASSCF calculations for the S0 and
S1 states.
To analyze the molecular mechanism of the characteristic bathochromic
shifts of the intermediates, Eex was also
decomposed in the same way as described in QM/MM energy decomposition
analysis section. Because V

),
|
(5) |

V
E
-ionone ring side of
the polyene chain. Hence, the negatively charged counter-ion groups in
the vicinity of the Schiff base stabilize the ground state more
strongly than the excited state, and, consequently,
V
| |
RESULTS |
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MD simulations were performed to examine the photoisomerization and structural changes in the early intermediates, K and KL. Conformational changes of the retinal chromophore and rearrangements of the HBN in the retinal binding pocket revealed by the simulations and QM/MM optimizations are described below. The energetics of the K and KL formations are analyzed. The molecular mechanism of the absorption spectral shifts of the intermediates are also discussed.
Photoisomerization
Using different initial configurations (coordinates and velocities) selected from the ground state equilibrium trajectory at time intervals of 5 ps, 40 isomerization MD trajectories, 20-ps-long each, were calculated. After the photoexcitation, the trajectories stayed around the Franck-Condon region transiently before proceeding to the 13-cis configuration. The average lifetime of the excited state was 116 fs. Because in the present model, the vibrational relaxation of the in-plane skeleton modes of the polyene part contributions to the transition from the Franck-Condon region (H) to a fluorescent state (I) is not described, the lifetime of the excited state is expected to be shorter than the experimental one (the formation time of the vibrationally hot photoproduct, J, is ~500 fs). The lifetime is rather sensitive to the potential profile describing torsion around the C13==C14 bond, and precise molecular models are therefore needed to reproduce the experimentally observed lifetime.
The simulations provided an insight into the directionality of the
isomerization, i.e., clockwise or counter clockwise around the
C13==C14 bond. The two possible directions of
the isomerization result in the rotation of the N
H bond of the
Schiff base toward Asp-85 or toward Asp-212 (Fig. 4), respectively. In
our simulations, all isomerizations happened toward Asp-212. The
unidirectional isomerizations toward Asp-212 have been also reported in
a recent computational study by Warshel and Chu (2001)
.
Because a symmetric function has been used for the description of the
C13==C14 dihedral potential (Fig. 4), the
unidirectionality of the isomerization is purely due to forces of the
environment. Our previous MD and QM/MM studies showed that the
conformation of the C13 ~ N
part of
the chromophore in the BR ground state is twisted and the N
H bond of
the Schiff base is tilted toward Asp-212 (Tajkhorshid et al., 2000
;
Hayashi and Ohmine, 2000
). Particularly, the
C12
C13==C14
C15
dihedral angle deviates considerably (19° in the QM/MM optimized
geometry) from planarity. A twisted conformation of retinal toward
Asp-212 in BR, which was also observed in the present study, originates
from the forces of the environment that favor the isomerization in the
direction of Asp-212.
The unidirectional torsion arises from two kinds of interactions of
retinal with the surroundings. One is the steric interactions with
residues constituting the retinal binding pocket. Because the binding
pocket exhibits a slightly bent shape, the conjugated chain of retinal
adjusts itself to the binding pocket by twisting around the
C13==C14 and
C15==N
double bonds (Tajkhorshid et al.,
2000
; Hayashi and Ohmine, 2000
). Previous MD simulations (Tajkhorshid
et al., 2000
) have clearly shown that reduction of the bend of the
binding pocket by replacing Trp-86 by Ala results in the relaxation of
torsion at those double bonds. The other interaction is due to the
strong hydrogen bond of the Schiff base N
H bond with Wat-402. The
resulting twisted structure of the chromophore could not be observed
when Wat-402 was described by the TIP3P model, instead of the present
water model that includes three body effects and explicit interaction
of lone pairs. Therefore, strong hydrogen-bonds between the Schiff
base, Wat-402, and Asp-85 are essential for the twisted retinal
conformation that ensures a unidirectional photoisomerization.
The K intermediate
To proceed to the first intermediate, eight isomerization
trajectories were continued for 200 ps. All runs resulted in almost the
same 13-cis photoproduct, in which the chromophore had a
strongly deformed structure. Fig. 6
b displays the QM/MM energy
minimized structure of this photoproduct, assigned to the K (or
KLT) intermediate. One can clearly see that the chromophore
is largely twisted in the C13 ~ N
region, and the N
H bond of the Schiff base is almost perpendicular
to the membrane normal and pointing toward Asp-212. In a fully planar
13-cis conformation of the chromophore, the N
H bond is
expected to point "up" (parallel to the membrane normal). However,
in none of the eight simulations performed at room temperature was a
completely relaxed planar 13-cis conformation observed. The
N
H bond maintains its interaction with Wat-402 and Asp-212 in the K
intermediate, thus preventing the chromophore from relaxing into a
planar conformation.
|
Table 3 compares geometrical parameters
of the chromophore in the QM/MM optimized structures of BR and K. In K,
the strong torsions are mainly localized in the C13 ~ N
region. Especially, the
C14
C15==N
C
and
C12
C13==C14
C15
double bonds are largely twisted by 30° and 25°, respectively.
Although dihedral angles of the other half of the polyene chain,
C13 to C5, do not significantly deviate from
180°, small rotations around C9==C10 and
C11==C12 result in an overall twist in this
half. Consequently, the C20 methyl group attached to
C13 is tilted toward Asp-212, and the angle of the
C13
C20 bond to the membrane normal in K differs by 30° from that in the BR ground state (for the numbering of
retinal carbons, see Fig. 1).
|
Fig. 7 a schematically depicts
the HBN in the K intermediate. The HBN does not undergo large
conformational changes upon the formation of K, as can be discerned by
comparison of Figs. 3 (BR) and 7 (K). Only minor changes in the
hydrogen-bond distances were found, except for the hydrogen bonds
between H
of the Schiff base and Wat-402. The
isomerization of the chromophore moves the H
atom
upward, resulting in a weakened hydrogen bond between the Schiff base
and Wat-402. The distance between Wat-402:H2 and Asp-85:O
1 also slightly increases due to the reduction
of charge transfer and polarization effects from the Schiff base.
|
The strongly twisted chromophore in our K intermediate presents a
remarkable difference from the x-ray crystallographic model of Edman et
al. (1999)
, in which the chromophore conformation is assumed planar.
Furthermore, the K intermediate in the present study involves only
minor changes of the HBN, as seen in Fig. 6, whereas in the x-ray model
(Fig. 2 b) significant changes of the HBN are observed as
discussed in the Introduction section. In the present K model, Wat-402
occupies almost the same position as in BR, and the hydrogen-bond
between Thr-89 and Asp-85 is not broken.
The present K model is, however, in keeping with the results of LT-RR
(Pande et al., 1981
; Braiman and Mathies, 1982
) and LT-FTIR (Bagley et
al., 1982
; Rothschild and Marrero, 1982
) spectroscopic measurements,
which indicate a strong enhancement of the hydrogen-out-of-plane (HOOP)
vibrational peaks of the chromophore upon the formation of K. One of
the prominent peaks at ~960 cm
1 has been assigned to
the 15-HOOP mode (Braiman and Mathies, 1982
). The intensities of the
HOOP modes are small in the planar conformation and become large when
the structure is distorted. Hence the torsional deformation around the
Schiff base in our K model is consistent with the large HOOP peaks in
the LT-RR and LT-FTIR spectra.
The IR spectral shape of the HOOP peak at 960 cm
1
is altered by the mutation of Thr-89 to Cys (Kandori et al., 1999
). The
present model of K can explain this mutation effect. The
H15 atom is close to Thr-89:O
(2.58 Å), and
replacement of the O atom by the S atom, which is larger, in the T89C
mutant can affect the spectral shape of the 15-HOOP. Contrary to the
x-ray model (Edman et al., 1999
), FTIR measurements (Kandori et al.,
1998b
, 1999
, 2001
) indicate that the hydrogen-bond between Thr-89 and
Asp-85 becomes stronger upon the formation of K. The distance between
Thr-89:H
and Asp-85:O
in the simulated K
intermediate is 0.01 Å shorter than that in BR (Figs. 3 and 7
a), implying a stronger hydrogen-bond, and thus supporting
the FTIR result. The almost perpendicular orientation of the N
H bond
of the Schiff base to the membrane normal is also in good agreement
with a recent polarized FTIR measurement (Kandori et al., 2002
).
The KL intermediate
As discussed above, the chromophore has a strongly twisted
conformation in K because the Schiff base maintains its connection to
Wat-402. Nevertheless, the hydrogen-bond is rather weak in K and the
distance between H
of the Schiff base and Wat-402:O (2.7 Å) is remarkably larger compared to other hydrogen bonds (1.5 ~ 1.8 Å), as seen Fig. 7 a. Furthermore, during the
simulations, the distance between the Schiff base and Wat-402
frequently becomes longer due to thermal fluctuation and tension by the
strongly deformed chromophore in the Schiff base region. Breaking of
the hydrogen-bond between the Schiff base and Wat-402 seems to be a
prerequisite for the relaxation of the chromophore to a planar conformation in which the N
H bond points "up," i.e., toward the cytoplasmic side. Although none of the isomerization trajectories applying the set 1 force field used in the modeling of the K
intermediate resulted in the complete cleavage of this hydrogen-bond,
it is likely that the dissociation of the hydrogen bond leads to a
transition from K to the next intermediate, KL.
Because the lifetime of K can be as long as 100 ns according to a
recent TR-FTIR study (Doiumaev and Braiman, 1997
), it is not feasible
to observe the decay of K in MD simulations. Furthermore, the lifetime
of K can increase even further due to the strengthened hydrogen bond
between the Schiff base and Wat-402 in the set 1 force field.
Unfortunately, it is rather difficult to determine empirical potential
functions that can quantitatively describe the dissociation of hydrogen
bonds that involve strong electronic interactions. To accelerate the
decay of the K intermediate, therefore, we used the set 2 force field,
which does not include the additional function for the hydrogen bond
(see MD simulations section), and repeated the simulations to examine
the dynamics of the photoproducts when this hydrogen bond can be easily broken.
Starting from the initial configurations taken from the BR equilibrium
trajectory at time intervals of 10 ps, 32 isomerization trajectories,
80-ps-long each, were computed. The additional hydrogen-bond function
in the set 1 force field was turned off at the beginning of
isomerizations. The absence of the strong hydrogen bond did not affect
the dynamics of the isomerization; all isomerizations took place toward
Asp-212, as seen in the simulations of the K intermediate. In addition,
the first photoproduct is also similar to the K intermediate obtained
in the simulations with the set 1 force field, i.e., the chromophore is
strongly deformed in the Schiff base region, and the N
H bond is
perpendicular to the membrane normal.
After the formation of the K intermediate characterized as the first photoproduct, however, approximately two-thirds of the trajectories (21 in the 32 trajectories) proceeded to a second stable photoproduct in 80 ps. The remaining 11 trajectories stay in K on this time scale. Because the transition is a stochastic process, the 11 trajectories should reach the same second stable state after a longer time.
The excitation energy of the second photoproduct is red shifted from BR
and blue shifted from K (see below). Therefore, we assign this state to
the KL intermediate. Fig. 8 shows the
QM/MM optimized structure of the KL intermediate. The K-to-KL
transition is characterized by significant structural changes in the
retinal binding pocket, as illustrated schematically in Fig. 7. The
first event is a complete dissociation of the hydrogen bond between the
Schiff base and Wat-402, which persists in the K intermediate. The
dissociation leads to conformational relaxation of the chromophore to
the 13-cis planar form, where the N
H bond of the Schiff
base points to the cytoplasmic side and starts to establish a weak hydrogen-bond with Thr-89:O
. Along with formation of the hydrogen bond, the Schiff base part of the chromophore becomes twisted
again but in the opposite direction to the K intermediate. One can
discern this whiplash motion in Fig. 6 c, which displays the
retinal binding site in KL, the hydrogen-bond between the Schiff base
and Thr-89:O
and the twist in the Schiff base region. As
will be discussed in the next section, the distorted conformation of
the Schiff base is stabilized by electrostatic interaction with Asp-85,
Asp-212, and Thr-89.
|
The geometrical features the chromophore in the KL intermediate are
listed in Table 3. The
C12
C13==C14
C15
dihedral angle deviates by 26° from the planar conformation. Although
the
C14
C15==N
C
and
C13==C14
C15==N
dihedral angles are also twisted considerably, the torsions are
somewhat relaxed compared with that in the K intermediate. The relaxed
torsions are consistent with the LT- and TR-FTIR and TR-RR
measurements, where the 15-HOOP mode in KL (~980 cm
1)
exhibits a high frequency shift from that in the K intermediate (960 cm
1) (Rothschild et al., 1985
; Sasaki et al., 1993
;
Weidlich and Siebert, 1993
; Hage et al., 1996
; Dioumaev and Braiman,
1997
; Althaus et al., 1995
). As previously shown (Tajkhorshid et al., 1999
; Tajkhorshid and Suhai, 1999
), the H15 atom carries a
large positive partial charge. The strong hydrogen bond between
H15 and Asp-212:O
with 2.52 Å distance
further stabilizes the twisted conformation in the Schiff base region.
This hydrogen bond can, therefore, also contribute to the
aforementioned high frequency shift of the 15-HOOP mode, because the
interaction leads to a steeper potential well along a librational
motion of the C15
H15 bond that corresponds
to the HOOP motion.
One also notices in Fig. 6 c and 8, a large
movement of the Lys-216 chain during the K-to-KL transition. In
particular, the N
C
single bond rotates
by 90.2° (Table 3), and the C
atom moves down (Fig. 6
c). The conformational change of the chromophore-Lys-216
moiety causes a significant rearrangement of the HBN in the binding
site. As clearly seen in Fig. 6 c, Wat-402 is dislocated
from its position in the BR and K states (between the Schiff base,
Asp-85, and Asp-212). Due to the complete dissociation of its hydrogen
bond with the Schiff base, and steric interaction with the
Lys-216:C
, Wat-402 is forced to move toward the extracellular side, initiating an overall rearrangement of the HBN.
Wat-401 moves and bridges between Asp-85 and Asp-212, and, as a result,
the carboxylate group of Asp-85 rotates slightly. The dislocation of
Wat-402 also triggers a downward movement of Arg-82 (1.5-Å
displacement at Arg-82:C
) during the K-to-KL transition,
as clearly seen in Fig. 8. A remarkable downward shift of the G helix,
induced by the conformational change of Lys-216, is also observed in
the KL structure.
Several structural features discussed above for the KL intermediate are
actually consistent with the x-ray crystallography model of K (Edman et
al., 1999
). The dislocation of Wat-402 is in good agreement with the
strong negative density in the K
BR difference electron density map.
In addition, a significant movement of the Lys-216 side-chain around
the C
atom and the downward shift of the G helix are
common to both models. Furthermore, the carboxylate group of Asp-85 in
our KL model is rotated as observed in the x-ray K model, although in
our KL model this rotation is smaller and the hydrogen bond between
Thr-89 and Asp-85 is not broken. Therefore, the x-ray model closely
corresponds to the KL intermediate obtained in this study.
The x-ray measurements have been carried out for an intermediate state
trapped at 110 K, a temperature 33 K higher than the liquid nitrogen
temperature (77 K) used for trapping the K intermediate in
spectroscopic studies. This slightly higher temperature might give rise
to a mixture of the K and KL states. According to our model, the K
formation involves only minor structural changes of the HBN. Therefore,
it is likely that the observed difference electron density map is
mainly due to structural differences between the BR and KL states. The
present models show that the conformations of the chromophore around
the Schiff base in K and KL are remarkably different (see Fig. 6,
b and c, and Table 3). The inhomogeneity due to
the presence of the two K-like species can also account for the absence
of a positive density around the Schiff base region of the chromophore
in the x-ray difference electron density map (Edman et al., 1999
).
The present KL model also indicates the location of Wat-402, which has
not been identified in the x-ray K model. According to our model,
Wat-402 moves to a position that closely corresponds to the position of
Wat-401 in the x-ray model of K. Therefore, the missing water in the
x-ray model is the water bridging between Asp-85 and Asp-212 in our KL
model (Wat-401 in Fig. 6 c). In fact, there seems to be a
positive density at this position in the x-ray difference electron
density map (see Fig. 5 in Pebay-Peyroula et al., 2000
), although no
water molecule is modeled at this position in the x-ray structure (PDB
code, 1QKO).
The downward movement of Arg-82 toward the extracellular side in our KL
model is not reported in the x-ray crystallographic study. This
disagreement may be due to the different temperatures used for
generating the intermediate state. In the x-ray study, the low
temperature (110 K) was maintained throughout the experiments, whereas
in the present study the KL state was obtained by simulations at room
temperature (300 K). Therefore, in the simulations we may observe
structural fluctuations that cannot be detected in low temperature
experiments. It is noted that the downward movement of Arg-82 has been
observed in x-ray crystallographic structures of the later states, L
(Royant et al., 2000
) and M (Luecke et al., 1999b
, 2000
; Sass et al.,
2000
; Facciotti et al., 2001
). The movement in the present KL model is,
however, much smaller than the motions observed in the x-ray structures
of L and M. This small movement is induced by the HBN rearrangement,
especially the downward migration of Wat-402, upon the formation of KL.
Energetics of the early intermediates
As seen in the previous sections, the chromophore experiences significant conformational changes during the formation of the early intermediates, resulting in the HBN rearrangement in the retinal binding pocket. Understanding the energetics related to these conformational changes provides an insight into the molecular mechanism of the energy storage in the early phase of the pump cycle. We therefore decomposed and analyzed the QM/MM energies, EQM/MM (Eqs. 3 and 4), calculated for the early intermediate states. EQM/MM is defined as the sum of the energies of the QM region itself and its interaction with the MM region. Details of the method are described in the QM/MM energy decomposition analysis.
Table 4 lists the differences in
EQM/MM between K, KL, and BR. The difference in
EQM/MM between K and BR for system A is 16.2 kcal/mol. Because the MM region in system A stays almost unchanged upon
the formation of K (see the K intermediate section), energy of the MM
region, EMM, in K is expected to be almost the same as in BR. Thus, an enthalpy change, i.e., energy change of the
whole system, upon the formation of K can be well described by the
energy difference in EQM/MM alone. The enthalpy
change estimated in the present study is in good agreement with the
experimental value of 16 kcal/mol (Birge and Cooper, 1983
; Birge et
al., 1989
).
|
To calculate the contribution of the chromophore's conformational change alone, we also evaluated EQM/MM for system B, in which only the chromophore is included in the QM region, and Asp-85, Asp-212, and water molecules of the binding pocket reside in the MM region. The difference in EQM/MM between K and BR for system B is 23.1 kcal/mol, which is 6.9 kcal/mol larger than for system A. The difference is due to the slight changes in the structure and electronic interaction of nonretinal groups participating in HBN (Figs. 3 and 7).
Table 4 also summarizes the decomposed contributions to
EQM/MM for system B (see QM/MM energy
decomposition analysis section). The difference in
E0 is due to the conformational change of the
chromophore. The strong torsion around the Schiff base region in K
accounts for the large E0 difference between K
and BR (11.9 kcal/mol). Change of the chromophore-protein interactions
also contributes to EQM/MM. The electrostatic
stabilization V
atom of the Schiff base moves away from such
groups as Asp-85, Asp-212, and Wat-402, resulting in the weakening of
the electrostatic stabilization. The changes of the electrostatic
stabilization effects of Asp-85, Asp-212, and Wat-402 are estimated to
be 4.4, 5.6, and 16.5 kcal/mol, respectively. On the other hand, the LJ interaction energy, V
8.5 kcal/mol) upon the formation of K. This
drastic decrease is mainly due to the reduced strong short-range
repulsion between the Schiff base and Wat-402 (
8.8 kcal/mol). The ERO
energy, E
3.4 kcal/mol), consistent with the large destabilizing
contribution of V
Altogether, upon the formation of K, the energy (16.2 kcal/mol) is
stored in the form of the conformational distortion of the chromophore
(E0 = 11.9 kcal/mol) and the weakening of
the interaction of the Schiff base with the surrounding polar residues
(V


6.9 kcal/mol).
This scheme is comparable with the results of Birge and Cooper (1983)
suggesting that roughly one-half of the energy is stored in the form of
the changes of the electrostatic interaction.
The analysis of energetics for KL is also summarized in Table 4. The
difference in EQM/MM between KL and BR for
system A is 29.0 kcal/mol, showing an energy increase by 12.8 kcal/mol from K to KL. This apparent endothermic change is due to the fact that
the energy change of the MM region, which experiences conformational changes during the K-to-KL transition, is not included in our analysis;
EQM/MM does not include some of the energy
changes caused by the extensive rearrangement of the HBN, e.g., the
movement of Arg-82 toward the extracellular side in the K-to-KL process (see the KL intermediate section). In fact, during the K-to-KL transition, the side chain of Arg-82 was found to gain large
electrostatic stabilizations from Glu-194 (
10.9 kcal/mol) and Thr-205
(
3.4 kcal/mol) located at the extracellular end of the channel in the MM region, and those energies are not included in
EQM/MM. After taking into account such effects,
it becomes evident that, despite the apparent increase of
EQM/MM (12.8 kcal/mol), the energy of the KL
intermediate is not higher than K.
The increase of EQM/MM from BR to KL in system B
was estimated to be rather small (4.5 kcal/mol) compared with increase
from BR to K (Table 4). The increasing stabilization of the chromophore during the K-to-KL transition implies that the energy, which was mainly
stored in the chromophore itself and its interaction with the
surroundings in K, is now partially used to rearrange the HBN in the
extracellular channel, as seen in the KL intermediate section. The
contribution of the conformational distortion of the chromophore,
E0, is still large (7.1 kcal/mol) in KL, but 4.8 kcal/mol smaller than K. This is consistent with the relaxed torsion of
the Schiff base group in KL, as seen in Table 3. Compared with the K
intermediate, the chromophore-protein electrostatic interaction (6.7 kcal/mol) is significantly smaller in KL. Although the hydrogen bond
between the Schiff base and Wat-402 completely dissociates during the transition of BR to KL and the chromophore loses large electrostatic stabilization energy (20.8 kcal/mol), the loss is compensated by
stabilization effects of Asp-85 (
10.0 kcal/mol), Thr-89 (
3.4 kcal/mol), and Asp-212 (