Proteins serve as molecular machines in performing their biological functions, but the detailed structural transitions are difficult to observe in their native aqueous environments in real time. For example, despite extensive studies, the solution-phase structures of the intermediates along the allosteric pathways for the transitions between the relaxed (R) and tense (T) forms have been elusive. In this work, we employed picosecond X-ray solution scattering and novel structural analysis to track the details of the structural dynamics of wild-type homodimeric hemoglobin (HbI) from the clam Scapharca inaequivalvis and its F97Y mutant over a wide time range from 100 ps to 56.2 ms. From kinetic analysis of the measured time-resolved X-ray solution scattering data, we identified three structurally distinct intermediates (I(1), I(2), and I(3)) and their kinetic pathways common for both the wild type and the mutant. The data revealed that the singly liganded and unliganded forms of each intermediate share the same structure, providing direct evidence that the ligand photolysis of only a single subunit induces the same structural change as the complete photolysis of both subunits does. In addition, by applying novel structural analysis to the scattering data, we elucidated the detailed structural changes in the protein, including changes in the heme-heme distance, the quaternary rotation angle of subunits, and interfacial water gain/loss. The earliest, R-like I(1) intermediate is generated within 100 ps and transforms to the R-like I(2) intermediate with a time constant of 3.2 ± 0.2 ns. Subsequently, the late, T-like I(3) intermediate is formed via subunit rotation, a decrease in the heme-heme distance, and substantial gain of interfacial water and exhibits ligation-dependent formation kinetics with time constants of 730 ± 120 ns for the fully photolyzed form and 5.6 ± 0.8 μs for the partially photolyzed form. For the mutant, the overall kinetics are accelerated, and the formation of the T-like I(3) intermediate involves interfacial water loss (instead of water entry) and lacks the contraction of the heme-heme distance, thus underscoring the dramatic effect of the F97Y mutation. The ability to keep track of the detailed movements of the protein in aqueous solution in real time provides new insights into the protein structural dynamics.
Proteins serve as molecular machines in performing their biological functions, but the detailed structural transitions are difficult to observe in their native aqueous environments in real time. For example, despite extensive studies, the solution-phase structures of the intermediates along the allosteric pathways for the transitions between the relaxed (R) and tense (T) forms have been elusive. In this work, we employed picosecond X-ray solution scattering and novel structural analysis to track the details of the structural dynamics of wild-type homodimeric hemoglobin (HbI) from the clam Scapharca inaequivalvis and its F97Y mutant over a wide time range from 100 ps to 56.2 ms. From kinetic analysis of the measured time-resolved X-ray solution scattering data, we identified three structurally distinct intermediates (I(1), I(2), and I(3)) and their kinetic pathways common for both the wild type and the mutant. The data revealed that the singly liganded and unliganded forms of each intermediate share the same structure, providing direct evidence that the ligand photolysis of only a single subunit induces the same structural change as the complete photolysis of both subunits does. In addition, by applying novel structural analysis to the scattering data, we elucidated the detailed structural changes in the protein, including changes in the heme-heme distance, the quaternary rotation angle of subunits, and interfacial water gain/loss. The earliest, R-like I(1) intermediate is generated within 100 ps and transforms to the R-like I(2) intermediate with a time constant of 3.2 ± 0.2 ns. Subsequently, the late, T-like I(3) intermediate is formed via subunit rotation, a decrease in the heme-heme distance, and substantial gain of interfacial water and exhibits ligation-dependent formation kinetics with time constants of 730 ± 120 ns for the fully photolyzed form and 5.6 ± 0.8 μs for the partially photolyzed form. For the mutant, the overall kinetics are accelerated, and the formation of the T-like I(3) intermediate involves interfacial water loss (instead of water entry) and lacks the contraction of the heme-heme distance, thus underscoring the dramatic effect of the F97Y mutation. The ability to keep track of the detailed movements of the protein in aqueous solution in real time provides new insights into the protein structural dynamics.
The allosteric structural transition of
hemoglobin induced by ligand
binding is an important process that is directly related to the function
and reactivity of the protein.[1−7] Because of the heteromeric nature of human tetrameric hemoglobin,
the structural propagation between allosteric sites involving cooperative
ligand binding and subsequent tertiary and quaternary structural changes
is complex. As a result, it has been difficult to characterize the
structure and kinetics of singly, doubly, or multiply liganded species
that are transiently formed along the allosteric pathways. In this
regard, HbI has a simpler homodimeric structure and thus is a convenient
model system for studying allosteric structural changes.[8−10] However, even for this simpler system, the allosteric process involving
cooperative ligand binding and subsequent tertiary and quaternary
structural changes is complex, and its detailed structural dynamics
has yet to be understood completely.Static crystal structures
of the oxygenated (relaxed, R) and deoxygenated
(tense, T) forms of HbI[11−15] may provide the starting and end structures of the R–T transition,
allowing theoretical prediction of the reaction pathways and associated
protein motions between the two end states.[16−21] However, such static structures cannot provide information on the
detailed motions and the existence of any intermediates involved in
the allosteric structural transitions. Dynamical information is often
accessible via time-resolved measurements,[9,22−29] but optical spectroscopy techniques are generally not sensitive
to global quaternary structural changes.[30−32] As an alternative approach
to circumvent the limitation in the structural sensitivity of optical
spectroscopies, time-resolved X-ray crystallography[33−38] can be used to track structural transitions in the crystal. It has
been shown that the positive cooperativity of HbI is maintained in
the crystal,[10] but recent time-resolved
X-ray crystallography studies of HbI showed a quaternary subunit rotation
of only 0.6° instead of the 3.3° rotation expected on the
basis of static R and T crystal structures.[36,37]In this work, to investigate directly the structural dynamics
of
HbI in the solution phase instead of the crystalline phase, we applied
pump–probe X-ray solution scattering (which is globally sensitive
to secondary, tertiary, and quaternary structural changes of proteins
in solution) to visualize the detailed allosteric structural transition
of HbI in solution in real time. Although pump–probe X-ray
solution scattering has previously been applied to proteins,[39−44] detailed structural information on transient intermediates could
not be obtained in those studies because of the lack of a proper structural
analysis tool, which is well-established for small molecules.[45−49] Here, by applying to the measured X-ray solution scattering data
a novel structural analysis using Monte Carlo simulations, we report
a detailed description of the structural dynamics involved in the
allosteric structural transitions of wild-type HbI and its F97Y mutant,
whose structures are shown in Figure 1. Details
of the experimental methods and data analysis are provided in Materials and Methods and in the Supporting Information (SI). In general, small-angle X-ray
scattering (SAXS) can provide global structural information such as
the radius of gyration and molecular shape.[50−62] In this work, we used wide-angle X-ray scattering (WAXS) data as
well as SAXS data to extract additional higher-resolution structural
information such as the subunit rotation angle and the heme–heme
distance as a function of time.
Figure 1
Crystal structure of HbI(CO)2.[11] (left) Crystal structure of wild-type
HbI(CO)2 (PDB entry 3sdh); (right) close-up
view of the subunit interface. In the F97Y mutant, the Phe97 residue
in each subunit of the wild type (shown in blue) is replaced by Tyr.
Water molecules (shown in red) are well-organized at the interface
of the two subunits. Static crystallography shows that the R–T
transition induces a change in the number of interfacial water molecules.
The hemes are directly in contact with each other through the hydrogen-bonding
network.
Crystal structure of HbI(CO)2.[11] (left) Crystal structure of wild-type
HbI(CO)2 (PDB entry 3sdh); (right) close-up
view of the subunit interface. In the F97Y mutant, the Phe97 residue
in each subunit of the wild type (shown in blue) is replaced by Tyr.
Water molecules (shown in red) are well-organized at the interface
of the two subunits. Static crystallography shows that the R–T
transition induces a change in the number of interfacial water molecules.
The hemes are directly in contact with each other through the hydrogen-bonding
network.
Materials and Methods
Data Acquisition
Time-resolved X-ray solution scattering
data were acquired using the pump–probe method at the 14IDB
beamline at the Advanced Photon Source and beamline NW14A at KEK (see
the SI for details). Aqueous solution samples
of HbI ligated with CO ligands [HbI(CO)2] and its F97Y
mutant were prepared using a previously established protocol.[63] The samples contained in a capillary of 1 mm
thickness were excited with ∼35 ps laser pulses at 532 nm.
Time-resolved scattering curves were collected at 40–70 pump–probe
time delays between the laser pump pulse and the X-ray probe pulse
in the range from 100 ps to 56.2 ms as well as at a reference time
delay of −5 μs. To attain a signal-to-noise ratio good
enough for data analysis, about 20 images were acquired and averaged
at each time delay. The measured time delays were spread evenly on
a logarithmic time scale as follows: −5 μs, 108 ps, 167
ps, 246 ps, 352 ps, 492 ps, 680 ps, 930 ps, 1.26 ns, 1.71 ns, 2.30
ns, 3.09 ns, 4.15 ns, 5.55 ns, 7.43 ns, 10 ns, 13.3 ns, 17.8 ns, 23.7
ns, 31.6 ns, 42.2 ns, 56.2 ns, 75 ns, 100 ns, 133 ns, 178 ns, 237
ns, 316 ns, 422 ns, 562 ns, 750 ns, 1 μs, 1.33 μs, 1.78
μs, 2.37 μs, 3.16 μs, 4.22 μs, 5.62 μs,
7.5 μs, 10 μs, 13.3 μs, 17.8 μs, 23.7 μs,
31.6 μs, 42.2 μs, 56.2 μs, 75 μs, 100 μs,
133 μs, 178 μs, 237 μs, 316 μs, 422 μs,
562 μs, 750 μs, 1 ms, 1.33 ms, 1.78 ms, 2.37 ms, 3.16
ms, 4.22 ms, 5.62 ms, 7.5 ms, 10 ms, 13.3 ms, 17.8 ms, 23.7 ms, 31.6
ms, 42.2 ms, and 56.2 ms. To check the power dependence (and thus
the ligation dependence) of the structural transition of HbI after
ligand photolysis, three sets of data were collected using laser fluences
of 0.25 (“low”), 0.5 (“mid”), and 1.0
(“high”) mJ/mm2. Taking the difference between
the scattering curve measured at each time delay point and the reference
scattering curve measured at −5 μs yielded the difference
scattering curve ΔS(q,t). The contribution from laser-induced solvent heating
was removed from the measured scattering curves (see the SI for details).
Kinetic Analysis
The measured data were analyzed by
applying singular value decomposition (SVD) and kinetic analysis to
extract the kinetics of the allosteric structural transition of HbI.
From SVD of the experimental data in the q range
0.15–1.0 Å–1, three singular components
of significant amplitudes were identified. The relaxation times were
determined by simultaneously fitting the three principal time-dependent
components (right singular vectors) multiplied by singular values
with a sum of seven exponentials sharing common relaxation times.
From the fitting, we obtained relaxation times of 3.2 ± 0.2 ns,
93 ± 20 ns, 730 ± 120 ns, 5.6 ± 0.8 μs, 15.2
± 8 μs, 1.8 ± 0.3 ms, and 9.1 ± 0.9 ms for wild-type
HbI excited at the mid laser fluence. The same fitting procedure was
performed for F97Y mutant HbI excited at the mid laser fluence, and
relaxation times of 3.0 ± 0.3 ns, 40 ± 20 ns, 370 ±
100 ns, 4.7 ± 3.1 μs, 26 ± 14 μs, and 330 ±
40 μs were obtained. These relaxation times were used in the
subsequent kinetic analysis based on a kinetic model. In this step,
the theoretical time-resolved difference scattering curve at each
time delay was generated as a linear combination of the species-associated
difference scattering curves obeying the kinetics determined by the
kinetic model. By minimizing the discrepancy between the experimental
and theoretical time-resolved difference scattering curves, the species-associated
scattering curves for three intermediates were extracted and used
for further structure refinement. This procedure is basically identical
to principal component analysis (PCA) except that the species-associated
difference scattering curves are constructed from a linear combination
of the principal time-independent left singular vectors. Details are
provided in the SI.
Structure Refinement Aided by Monte Carlo Simulations
To obtain more detailed structural insight into the tertiary and
quaternary structural changes of HbI, we developed a structure refinement
procedure aided by Monte Carlo simulations using the species-associated
difference curves obtained from the kinetic analysis. Each subunit
of the HbI intermediate was divided into nine rigid bodies, namely,
eight helices and one heme group, giving a total of 18 rigid bodies
in the entire HbI protein. To prevent the simulation from being trapped
in local energy minima, we generated many starting structures for
the structure refinement (instead of using only one crystal structure)
by randomly moving the rigid bodies in known crystal structures of
HbI using the Monte Carlo simulation. As a result, hundreds of random
structures with symmetric subunits were generated with a root-mean-square
deviation (rmsd) of 1.2 Å, which is twice as large as the rmsd
between the mono-CO- and deoxy-HbI crystal structures (0.6 Å).
The goal of the structure refinement was to find a structure that
minimized the value of the target function, E, which
consisted of Edata, the difference between
the experimental and theoretical curves, and Echem, the penalty proportional to the chemical interactions
of the nonbonded short-range repulsion and symmetry restraints between
two subunits. The Edata term was represented
by a χ2 value determined from the difference between
the theoretical curve from the simulation and a time-independent species-associated
curve. The Echem term contained the components
of collision and symmetry restraints. The rigid bodies could be moved
randomly until the lowest target function value was found, but this
approach was rather slow in minimizing the target function value.
To speed up the convergence, in our approach the rigid bodies were
moved according to the three potential terms (the chemical, χ2, and symmetry force fields). Details are provided in the SI.
Results and Discussion
Kinetic Analysis of Difference Solution Scattering Curves
Time-resolved difference X-ray solution scattering curves, ΔS(q,t), following photoexcitation
of a wild-type HbI solution at the mid laser fluence (0.5 mJ/mm2) are shown in Figure 2a. The corresponding
data for the F97Y mutant, in which the Phe97 residue in each subunit
of the wild type is replaced by Tyr, are shown in Figure 2b. Even a simple comparison indicates that the structural
dynamics are greatly altered by the mutation.
Figure 2
Picosecond pump–probe
X-ray solution scattering for wild-type
HbI(CO)2 and its F97Y mutant. Time-resolved difference
X-ray solution scattering curves, ΔS(q,t), measured for solution samples of
(a) wild-type and (b) F97Y mutant HbI are shown. The time delay after
photoexcitation is indicated above each curve. For clarity, only data
at selected time delays are shown (see the SI for data at all time delays). Experimental curves (black) are compared
with theoretical curves (red) that were generated from linear combinations
of three time-independent species-associated scattering curves extracted
from the kinetic analysis using the model shown in Figure 3a.
Picosecond pump–probe
X-ray solution scattering for wild-type
HbI(CO)2 and its F97Y mutant. Time-resolved difference
X-ray solution scattering curves, ΔS(q,t), measured for solution samples of
(a) wild-type and (b) F97Y mutant HbI are shown. The time delay after
photoexcitation is indicated above each curve. For clarity, only data
at selected time delays are shown (see the SI for data at all time delays). Experimental curves (black) are compared
with theoretical curves (red) that were generated from linear combinations
of three time-independent species-associated scattering curves extracted
from the kinetic analysis using the model shown in Figure 3a.
Figure 3
Kinetic model, species-associated
X-ray scattering curves for the
three intermediates and their time-dependent population changes, and
dependence of the fully and partially photolyzed species on laser
fluence. (a) Kinetic model compatible with the data for both the wild
type and mutant. The time constants in black and red correspond to
the wild type and mutant, respectively. The kinetics of the mutant
is accelerated relative to that of the wild type. Each intermediate
species can have both fully photolyzed and partially photolyzed forms.
The red (with “CO”) and white symbols indicate the liganded
and photolyzed subunits, respectively. On the basis of our structural
analysis, the subunits of each intermediate are represented with differently
shaped symbols to indicate the change in the tertiary structure. In
intermediate I3, one subunit is described as rotating with
respect to the other, reflecting the quaternary structural change
in the transition from I2 to I3. For the wild
type, intermediate I1 is generated within 100 ps and transformed
into intermediate I2 with a time constant of 3.2 ±
0.2 ns. Subsequently, intermediate I3 is formed, exhibiting
ligation-dependent formation kinetics with time constants of 730 ±
120 ns for the fully photolyzed form and 5.6 ± 0.8 μs for
the partially photolyzed form. Intermediate I3 returns
to HbI(CO)2 with a bimolecular nongeminate CO recombination
rate constant of 95 ± 0.27 mM–1 s–1. Some of intermediate I2 returns to the nonphotolyzed
form of intermediate I1 via geminate recombination with
a time constant of 93 ± 20 ns. This nonphotolyzed form of I1 returns to HbI(CO)2 with a time constant of 15.2
± 8 μs. For the F97Y mutant, the overall kinetics is accelerated,
except for the transition of I1 to I2 and the
geminate recombination. (b) Species-associated scattering curves for
the earliest intermediate I1, the early intermediate I2, and the late intermediate I3. These curves correspond
to the constituents of the matrix B described in the SI. The curves for the wild type (black) and
F97Y mutant (red) are shown together. (c, d) Population changes of
the three intermediates (mid laser fluence) as functions of time for
(c) the wild type and (d) the mutant. The lines correspond to the
populations obtained from the kinetic analysis of the experimental
scattering data, and the symbols correspond to the optimized populations
at the time delay points where experimental data were measured. (e)
Relative ratios of the fully photolyzed species (cyan), the partially
photolyzed species (magenta), and the geminately recombined species
(blue) as functions of laser fluence.
To extract the structure and formation kinetics
of intermediates
involved in the photocycle of HbI, we applied SVD-aided kinetic analysis
to the data measured at time delays from 100 ps to 56.2 ms (see the SI for details). Regardless of the laser fluence,
the SVD analysis identified three significant singular components.
The three time-independent left singular vectors could be converted
into the three time-independent species-associated scattering curves
shown in Figure 3b, suggesting the existence
of three structurally distinct intermediates, termed as I1, I2, and I3 in the order of their appearance
in time. Careful kinetic analysis revealed that the data of for both
the wild type and the F97Y mutant can be satisfactorily explained
by the common kinetic model described in Figure 3a involving biphasic kinetics, geminate recombination, and bimolecular
CO recombination (see the SI for details).
The associated kinetic parameters were optimized to make the linear
combination of the species-associated scattering curves give a satisfactory
match (red curves in Figure 2) with the experimental
time-dependent difference scattering curve for each of the data sets
measured at the three different laser fluence levels.Kinetic model, species-associated
X-ray scattering curves for the
three intermediates and their time-dependent population changes, and
dependence of the fully and partially photolyzed species on laser
fluence. (a) Kinetic model compatible with the data for both the wild
type and mutant. The time constants in black and red correspond to
the wild type and mutant, respectively. The kinetics of the mutant
is accelerated relative to that of the wild type. Each intermediate
species can have both fully photolyzed and partially photolyzed forms.
The red (with “CO”) and white symbols indicate the liganded
and photolyzed subunits, respectively. On the basis of our structural
analysis, the subunits of each intermediate are represented with differently
shaped symbols to indicate the change in the tertiary structure. In
intermediate I3, one subunit is described as rotating with
respect to the other, reflecting the quaternary structural change
in the transition from I2 to I3. For the wild
type, intermediate I1 is generated within 100 ps and transformed
into intermediate I2 with a time constant of 3.2 ±
0.2 ns. Subsequently, intermediate I3 is formed, exhibiting
ligation-dependent formation kinetics with time constants of 730 ±
120 ns for the fully photolyzed form and 5.6 ± 0.8 μs for
the partially photolyzed form. Intermediate I3 returns
to HbI(CO)2 with a bimolecular nongeminate CO recombination
rate constant of 95 ± 0.27 mM–1 s–1. Some of intermediate I2 returns to the nonphotolyzed
form of intermediate I1 via geminate recombination with
a time constant of 93 ± 20 ns. This nonphotolyzed form of I1 returns to HbI(CO)2 with a time constant of 15.2
± 8 μs. For the F97Y mutant, the overall kinetics is accelerated,
except for the transition of I1 to I2 and the
geminate recombination. (b) Species-associated scattering curves for
the earliest intermediate I1, the early intermediate I2, and the late intermediate I3. These curves correspond
to the constituents of the matrix B described in the SI. The curves for the wild type (black) and
F97Y mutant (red) are shown together. (c, d) Population changes of
the three intermediates (mid laser fluence) as functions of time for
(c) the wild type and (d) the mutant. The lines correspond to the
populations obtained from the kinetic analysis of the experimental
scattering data, and the symbols correspond to the optimized populations
at the time delay points where experimental data were measured. (e)
Relative ratios of the fully photolyzed species (cyan), the partially
photolyzed species (magenta), and the geminately recombined species
(blue) as functions of laser fluence.Figure 3c,d shows the population
changes
of the three intermediates at the mid laser fluence as functions of
time for the wild type and the mutant, respectively. For the wild
type, the earliest intermediate, I1, which was determined
to be R-like via structural analysis as shown later, is formed within
100 ps and transformed into the I2 intermediate with a
time constant of 3.2 ± 0.2 ns. Some of intermediate I2 undergoes geminate recombination with CO with a time constant of
93 ± 20 ns, returning to the nonphotolyzed form of intermediate
I1, which then ultimately decays to the initial HbI(CO)2 structure with a time constant of 15.2 ± 8 μs.
The rest of I2 is converted to intermediate I3 biphasically with time constants of 730 ± 120 ns and 5.6 ±
0.8 μs. Subsequently, intermediate I3, which corresponds
to the T state, returns to the initial HbI(CO)2 via bimolecular
CO recombination with a bimolecular rate constant of 95 ± 0.27
mM–1 s–1. For the F97Y mutant,
the overall kinetics is accelerated, except for the transition of
I1 to I2 (3.0 ± 0.3 ns) and the geminate
recombination. The R–T transition from I2 to I3 (with time constants of 40 ± 20 ns for the fully photolyzed
form and 370 ± 100 ns for the partially photolyzed form) is accelerated
and becomes faster than the geminate recombination from I2 to I1. As shown in Figure 3d,e,
the geminate recombination pathway is practically quenched. The bimolecular
recovery of HbI(CO)2 from I3 is accelerated
(1310 ± 20 and 95 ± 0.27 mM–1 s–1 for the mutant and wild type, respectively), and the ratio of the
fully photolyzed species becomes much smaller, as shown in Figure 3e. These observations are consistent with a stronger
CO binding affinity for the F97Y mutant than for the wild type.Since the slower component of the I2 population decay
decreases at the high laser fluence and the relative ratio of the
fully photolyzed form increases with laser fluence as shown in Figure 3e, the fast and slow components are associated with
the fully and partially photolyzed forms of intermediate I2, respectively. Here we note that the biphasic kinetics associated
with only a single (structurally distinct) species indicates that
both the partially and fully photolyzed variants of I2 (and
thus I3) have the same structure. This finding is direct
structural evidence that CO photolysis of a single subunit of HbI
effectively induces the same structural change as photolysis of both
subunits does. Recently, a mechanistic model for transmitting the
motion of one subunit to the other subunit was proposed based on a
meta-analysis of a large collection of various crystal structures
of HbI.[64] Our observation is consistent
with this structural mechanism that keeps the two subunits in symmetry.
Structural Analysis of Intermediates
The species-associated
scattering curves of the three intermediates for the wild type and
the mutant (Figure 3b) reveal important structural
information. The wild type and the mutant have identical scattering
curves for I1 and I2, indicating that the structures
of I1 and I2 are not affected by the mutation,
in contrast to the much accelerated kinetics in the mutant. However,
the wild type and the mutant exhibit significantly different scattering
curves for I3. To distinguish the two different intermediates,
the I3 intermediates of the wild type and the F97Y mutant
are named I3(WT) and I3(F97Y), respectively,
where necessary. Especially, the signals for I3(WT) and
I3(F97Y) show opposite signs at small angles (<0.2 Å–1), positive for the wild type and negative for the
mutant. As the small-angle signal is sensitive to the overall number
of electrons belonging to the scattering particle, the small-angle
region of the I3 intermediate data may serve as the signature
of major entry or exit of interfacial water molecules. Our observation
is consistent with the previously reported water entry for the wild
type[12] and water loss for the F97Y mutant.[15]To extract detailed structural changes
such as subunit rotation and movements of hemes and helices, we performed
structure refinement aided by Monte Carlo simulations for the time-independent,
species-associated scattering curves of I1, I2, I3(WT), and I3(F97Y) (see the SI for details). Each subunit of an HbI intermediate
was divided into nine rigid bodies (eight helices and one heme group),
giving a total of 18 rigid bodies in the entire HbI protein. Recently,
slight bending of the E helix was proposed on the basis of an inspection
of various crystal structures of HbI,[64] but the extent of the bending is not substantial enough to deviate
from the rigid-body approximation. Starting from a crystal structure,
Monte Carlo simulation was employed to generate many random structures
by moving the rigid bodies. On the basis of the aforementioned correlation
between the small-angle signal and the known entry/exit of interfacial
water molecules, the numbers of interfacial water molecules were fixed
as those of the crystal structures (Table 1). Figure 4 shows the results for the I3(WT) intermediate as an example. For each intermediate, 360
random structures were generated. For each of the initial random structures,
we refined the structure by minimizing the χ2 value
(i.e., the degree of discrepancy between the experimental curve and
the theoretical curve calculated from the structure). To do so, we
explored the structural space using Monte Carlo simulations guided
by molecular dynamics (MD) force fields and simulated annealing. In
Figure 4a, the χ2 values for
the initial structure (black circles) and the refined structures (red
and blue circles) are plotted as functions of the rmsd with respect
to an arbitrary reference structure (in this case deoxy-HbI, PDB entry 4sdh). The wide range
of the structural space consisting of these random structures is evident
in the widespread distribution of the displacement plots shown in
Figure 4b. A displacement plot of a structure
shows the displacement of amino acid residues in comparison with a
reference structure as a function of the amino acid sequence and thus
displays the difference in tertiary structure between a structure
of interest and a reference structure. Here the position of a residue
is defined by the distance between the Cα atom in the residue
and the iron atom of the heme, and the displacement of the residue
is the difference in this distance for the two compared structures.
As expected from the variety and high χ2 values of
the initial random structures, the theoretical scattering curves calculated
from those structures (Figure 4d) show a wide
range of variations and do not match at all with the species-associated
curve obtained from the experiment.
Table 1
Rmsd Values for the Whole Protein,
Fe–Fe Distances between the Two Hemes, Numbers of Interfacial
Water Molecules, and Subunit Rotation Angles for the Averaged Refined
Structures of the Intermediates (I1, I2, and
I3) and the Deoxy-HbI Crystal Structure (PDB Entry 4sdh(11)) with Respect to the HbI(CO)2 Crystal Structure
(PDB Entry 3sdh(11))a
rmsd (Å)
Fe–Fe
distance (Å)
number of
interface water molecules
rotation
angle (deg)
HbI(CO)2(3sdh)
–
18.4
11
–
deoxy-HbI (4sdh)
0.6
16.6
17
3.5
deoxy-HbI F97Y mutant (2aup)
0.6
17.2
6
3.4b
I1
0.4 (±0.05)
18.0 (±0.2)
9 (fixed)
–0.1
(±0.5)
I2
0.4
(±0.06)
17.9 (±0.3)
9 (fixed)
0.1 (±0.5)
I3(WT)
0.7 (±0.05)
16.6 (±0.2)
17 (fixed)
3.5 (±0.6)
I3(F97Y)
0.8 (±0.04)
18.0 (±0.2)
6 (fixed)
3.0 (±0.6)
Values in parentheses are standard
deviations among the candidate structures.
The subunit rotation angle for
the deoxy-HbI F97Y mutant crystal structure (PDB entry 2aup)[15] was calculated with respect to the HbI(CO)2 F97Y
mutant crystal structure (PDB entry 2auo).[15]
Figure 4
Structure refinement aided by Monte Carlo
simulations. The case
of the wild-type I3 intermediate is shown as an example.
Starting from 360 random initial structures generated from Monte Carlo
simulations, we minimized the χ2 value (i.e., the
degree of discrepancy between the experimental curve and the theoretical
curve calculated from one of the starting structures) by exploring
the structural space via Monte Carlo simulations guided by MD force
fields and simulated annealing. (a) The χ2 values
between the experimental curve and the theoretical curve for the initial
structure (black circles) and the refined structures (red and blue
circles) are plotted as functions of the rmsd vs an arbitrary reference
structure (4sdh). Those corresponding to the best structures are circled in blue.
(b, c) Displacement plots for (b) 50 arbitrary structures chosen from
among the 360 initial structures and (c) the 76 best refined structures.
The displacement was calculated with respect to the 3sdh structure of HbI(CO)2. Helices are labeled at the top of the plots. (d, e) Comparison
of the experimental species-associated scattering curve with the theoretical
scattering curves of (d) the 50 arbitrary structures and (e) the 76
best refined structures.
Structure refinement aided by Monte Carlo
simulations. The case
of the wild-type I3 intermediate is shown as an example.
Starting from 360 random initial structures generated from Monte Carlo
simulations, we minimized the χ2 value (i.e., the
degree of discrepancy between the experimental curve and the theoretical
curve calculated from one of the starting structures) by exploring
the structural space via Monte Carlo simulations guided by MD force
fields and simulated annealing. (a) The χ2 values
between the experimental curve and the theoretical curve for the initial
structure (black circles) and the refined structures (red and blue
circles) are plotted as functions of the rmsd vs an arbitrary reference
structure (4sdh). Those corresponding to the best structures are circled in blue.
(b, c) Displacement plots for (b) 50 arbitrary structures chosen from
among the 360 initial structures and (c) the 76 best refined structures.
The displacement was calculated with respect to the 3sdh structure of HbI(CO)2. Helices are labeled at the top of the plots. (d, e) Comparison
of the experimental species-associated scattering curve with the theoretical
scattering curves of (d) the 50 arbitrary structures and (e) the 76
best refined structures.Among 106 refined structures that had substantially
reduced χ2 values, we selected the representative
structures by applying
the clustering method, in which the structures were categorized according
to their structural similarities by comparing the rmsd values. As
a result, 76 structures (out of 106) were classified as the first
cluster and proposed as the candidate structures (blue circles). A
structure having an average rmsd among the first cluster was selected
as a representative structure for the wild-type I3 intermediate.
The convergence to the optimized structure was confirmed by inspecting
the displacement plots for all 76 candidate structures included in
the first cluster. As shown in Figure 4c, the
displacement plots for the candidate structures were well-matched
with each other, confirming the convergence. Naturally, the theoretical
scattering curves from the best structures converged to the experimental
species-associated scattering curve, as shown in Figure 4e.The rmsd values of the overall protein structures,
the heme–heme
distances, the subunit rotation angles, and the comparison with static
structure of deoxy-HbI for the averaged refined structures of the
intermediates are summarized in Table 1.Values in parentheses are standard
deviations among the candidate structures.The subunit rotation angle for
the deoxy-HbI F97Y mutant crystal structure (PDB entry 2aup)[15] was calculated with respect to the HbI(CO)2 F97Y
mutant crystal structure (PDB entry 2auo).[15]
Changes in Structural Parameters and the Effect of F97Y Mutation
Inspection of the structural parameters of the best structures
for the four structurally distinct intermediates [I1, I2, I3(WT), and I3(F97Y)] reveals detailed
structural transitions between the intermediates. The subunit rotation
angle is the key structural parameter for a quaternary structural
transition. In addition, it is relevant to compare the distance between
the iron atoms of the hemes that are directly in contact with each
other through the hydrogen-bonding network and thus modulate the ligand
affinity drastically.[13,23] Figure 5 shows the occurrence distributions of the subunit rotation angle
and the heme–heme distance for I1, I2, I3(WT), and I3(F97Y). The transitions from
HbI(CO)2 to I1 and I2 involve only
negligible amounts of rotation, with rotation angles of −0.1
± 0.5 and 0.1 ± 0.5°, respectively, and the distance
between iron atoms of the two hemes remains essentially identical
(18.0 ± 0.2 and 17.9 ± 0.3 Å for I1 and
I2, respectively). The deviation value represents the variation
only among the best structures. The major rotation occurs in the transition
from I2 to I3(WT), with a rotation angle of
3.5 ± 0.6°. The F97Y mutant also undergoes a similar degree
of major rotation (3.0 ± 0.6°) as the wild type in the transition
from I2 to I3(F97Y). The subunit rotation angles
and the heme–heme distances determined for I1, I2, and I3 in solution reveal that I1 and
I2 are in R states and I3 is in the T state.
Figure 5
Structural
dynamics of HbI extracted from the species-associated
scattering curves using structure refinement. (a, b) Distributions
of (a) the subunit rotation angles and (b) the heme–heme distances
for the best-fit structures. Those corresponding to I1,
I2, I3(WT), and I3(F97Y) are colored
in black, red, blue, and green, respectively. (c) Schematic summary
of the structural transitions for the wild type and the mutant. The
structural transitions from HbI(CO)2 to I2 via
I1 are identical for the wild type and the mutant. In contrast,
for the transition from I2 to I3, interfacial
water molecules enter in the wild type and exit in the mutant, and
the extent of the structural change is smaller for the mutant. Especially,
the heme–heme distance of I3(F97Y) is not reduced
relative to that of I2, whereas I3(WT) exhibits
a smaller heme–heme distance than I2. The green
and blue arrows in (c) are used to indicate the relative magnitudes
and directions of the changes in the heme–heme distance and
subunit rotation angle relative to HbI(CO)2.
Structural
dynamics of HbI extracted from the species-associated
scattering curves using structure refinement. (a, b) Distributions
of (a) the subunit rotation angles and (b) the heme–heme distances
for the best-fit structures. Those corresponding to I1,
I2, I3(WT), and I3(F97Y) are colored
in black, red, blue, and green, respectively. (c) Schematic summary
of the structural transitions for the wild type and the mutant. The
structural transitions from HbI(CO)2 to I2 via
I1 are identical for the wild type and the mutant. In contrast,
for the transition from I2 to I3, interfacial
water molecules enter in the wild type and exit in the mutant, and
the extent of the structural change is smaller for the mutant. Especially,
the heme–heme distance of I3(F97Y) is not reduced
relative to that of I2, whereas I3(WT) exhibits
a smaller heme–heme distance than I2. The green
and blue arrows in (c) are used to indicate the relative magnitudes
and directions of the changes in the heme–heme distance and
subunit rotation angle relative to HbI(CO)2.However, the heme–heme distance shows a
dramatic contrast
between I3(WT) and I3(F97Y). As can be seen
in the occurrence distribution of the iron–iron distance in
Figure 5b, the transition from I2 to I3(WT) further reduces the heme–heme distance
to 16.6 ± 0.2 Å, whereas I3(F97Y) has a heme–heme
distance of 18.0 ± 0.2 Å, which is nearly identical to the
distance in I2. The unchanged heme–heme distance
in I3(F97Y) relative to I2 can be linked to
the absence of flipping of Phe97 in the mutant. In the wild type,
the Phe97 residue is flipped from the interface to the inside of the
subunit as a result of the transition from I2 to I3(WT), while Tyr97 of I3(F97Y) remains in the interface
between the subunits and thus hinders the contraction of the heme–heme
distance.[15] The larger distance between
the hemes of I3(F97Y) also leads to the acceleration of
bimolecular CO recombination in the mutant by a factor of 14. For
the CO recombination to occur in I3(WT), the two hemes
at a reduced distance must move away to allow the CO ligands to come
in. However, I3(F97Y) can easily accept the CO ligands
without a large movement of the hemes because the heme–heme
distance in I3(F97Y) is already similar to that of HbI(CO)2. Therefore, it takes less time for the bimolecular CO recombination
to occur in the F97Y mutant than in the wild type.
Conclusion
In this work, by applying pump–probe
X-ray solution scattering,
we visualized the structural transition of a protein in solution in
real time. Although time-resolved X-ray solution scattering has been
previously applied to proteins, detailed structural information on
transient intermediates could not be obtained from those studies because
of the lack of a proper structural analysis tool. By taking advantage
of a novel structural analysis using Monte Carlo simulations, we have
elucidated the unprecedented structural details of transient intermediates
involved in the solution-phase protein structural transition on picosecond
and nanosecond time scales. From the extensive analysis of both the
kinetics and structure of the transient intermediates, we have revealed
that the singly liganded and unliganded forms of the intermediates
formed in the HbI allosteric transition share the same structure.
Application of our approach combining time-resolved X-ray solution
scattering and structural analysis aided by Monte Carlo simulations
to other systems should provide new insights into protein structural
dynamics.
Authors: Xiaobing Zuo; Jingbu Wang; Trenton R Foster; Charles D Schwieters; David M Tiede; Samuel E Butcher; Yun-Xing Wang Journal: J Am Chem Soc Date: 2008-02-27 Impact factor: 15.419
Authors: James E Knapp; Reinhard Pahl; Jordi Cohen; Jeffry C Nichols; Klaus Schulten; Quentin H Gibson; Vukica Srajer; William E Royer Journal: Structure Date: 2009-11-11 Impact factor: 5.006
Authors: Noriko Inoguchi; Jake R Oshlo; Chandrasekhar Natarajan; Roy E Weber; Angela Fago; Jay F Storz; Hideaki Moriyama Journal: Acta Crystallogr Sect F Struct Biol Cryst Commun Date: 2013-03-28