Significance
F1-ATPase is a motor protein that converts the free energy of binding of ATP and its hydrolysis products ADP and Pi into a mechanical force for γ-subunit rotation. It is the catalytic moiety of FoF1-ATPase, which synthesizes ATP. There are two metastable states along each 120° rotation of the γ-subunit, one associated with ATP hydrolysis (the “catalytic dwell”) and the other with ATP binding (the “ATP waiting dwell”). We use molecular simulations to determine the ATP waiting dwell structure. With this structure and the catalytic dwell X-ray structure, we develop an atomic-level model of the coupling between ATP hydrolysis and γ-subunit rotation. The molecular-level understanding of this motor will aid in its use in nanomachines and cancer therapy.
Keywords: F1-ATPase, chemomechanical coupling, ATP waiting state, molecular dynamics, Pi release
Abstract
The rotary motor enzyme FoF1-ATP synthase uses the proton-motive force across a membrane to synthesize ATP from ADP and Pi (H2PO4−) under cellular conditions that favor the hydrolysis reaction by a factor of 2 × 105. This remarkable ability to drive a reaction away from equilibrium by harnessing an external force differentiates it from an ordinary enzyme, which increases the rate of reaction without shifting the equilibrium. Hydrolysis takes place in the neighborhood of one conformation of the catalytic moiety F1-ATPase, whose structure is known from crystallography. By use of molecular dynamics simulations we trap a second structure, which is rotated by 40° from the catalytic dwell conformation and represents the state associated with ATP binding, in accord with single-molecule experiments. Using the two structures, we show why Pi is not released immediately after ATP hydrolysis, but only after a subsequent 120° rotation, in agreement with experiment. A concerted conformational change of the α3β3 crown is shown to induce the 40° rotation of the γ-subunit only when the βE subunit is empty, whereas with Pi bound, βE serves as a latch to prevent the rotation of γ. The present results provide a rationalization of how F1-ATPase achieves the coupling between the small changes in the active site of βDP and the 40° rotation of γ.
The molecular motor FoF1-ATP synthase is composed of two domains: a transmembrane portion (Fo), the rotation of which is induced by a proton gradient, and a globular catalytic moiety (F1) that synthesizes and hydrolyzes ATP. The primary function of the proton-motive force acting on FoF1-ATP synthase is to provide the torque required to rotate the γ-subunit in the direction for ATP synthesis (1, 2). The catalytic moiety, F1-ATPase, has an α3β3 “crown” composed of three α- and three β-subunits arranged in alternation around the γ-subunit, which has a globular base and an extended coiled-coil portion (3) (Fig. 1A). F1-ATPase by itself binds ATP and hydrolyzes it to induce rotation of the γ-subunit (in the opposite direction from that for synthesis) on the millisecond time scale under optimum conditions (4, 5). All of the α- and β-subunits bind nucleotides, but only the three β-subunits are catalytically active. The original crystal structure (3) of F1-ATPase from bovine heart mitochondria (MF1) led to the identification of three conformations of the β-subunit: βE (empty), βTP (ATP analog bound), and βDP (ADP bound); Fig. 1A. In the known structures of F1-ATPase, which apparently are near the “catalytic dwell” state, the state in which catalysis occurs (6, 7), the βE subunit conformation is partly to fully open and is very different from those of the βTP and βDP subunits, which are closed and very similar to each other (SI Appendix, SI1).
Searching for the ATP Waiting State
Because no X-ray structure is available for the ATP waiting state, we searched for it by molecular dynamics (MD) simulations with an external torque applied to the γ-subunit in the hydrolysis direction while introducing different conformations of the βDP subunit in the α3β3 crown, in accord with suggestions from single-molecule experiments (8). The results are shown in Fig. 2 (see Methods and SI Appendix, SI2 for details of the simulations). In Fig. 2, we refer 200° for the γ-rotation angle of the catalytic dwell state and 240° for the ATP waiting dwell state, respectively, to stress that the hydrolysis of an ATP, denoted as ATP*, bound after the ATP waiting dwell at 0°, takes place at the 200° catalytic dwell state (see Fig. 1B for the rotation angle of γ relative to the α3β3 complex). The initial simulation used the “Walker” crown structure [Protein Data Bank (PDB) ID code 1BMF] (3), in which the βDP subunit is closed with the angle (BˆC) formed by helices B and C equal to 21.6°, and the γ-subunit structure of Gibbons et al. (PDB ID code 1E79) (9) (Fig. 1; see Methods for system preparation). It was represented by an all-atom model based on the CHARMM program (10), combined with a coarse-grained plastic network model (PNM) (11, 12). Even for an applied torque of 2,500 pN·nm, much higher than is generated in the normal function (13), the γ-subunit, which has an initial rotation angle of 200°, stalled at an angle of about 220°. In the present work, we define the rotation angle of γ as the angle formed between an instantaneous vector and a reference vector, each defining the orientation of γ relative to the three β-subunits for the instantaneous configuration from MD or the reference Walker structure, respectively (see Methods and SI Appendix, SI2 for angle definition). Major clashes between residues γS12-I16 and βDPL384-I388, near the DELSEED motif, prevented further rotation (SI Appendix, SI3 and Fig. S1). When the external torque was removed, the γ-subunit returned to within 2.5° of the crystal orientation in 200 ps, indicating that for the Walker crown structure, the γ-subunit orientation (200°) is a minimum.
To find the ATP waiting state, we restarted the external torque simulations with more open conformations for the βDP subunit, keeping the rest of the crown near its original structure with the PNM. Fig. 2 shows the γ-rotation angle and the (BˆC) angle of βDP along the simulated conformational transition of βDP to the more open conformation in the presence of the external torque. For a slightly more open βDP subunit (BˆC = 28°), similar to that of the half-open βHO conformation (BˆC = 23°; PDB ID code 2HLD_I, where “I” denotes the first α3β3γ-complex among the three complexes in the crystallographic asymmetric unit of 2HLD) (14), the γ-subunit returned to fluctuate around 202°. With the βDP subunit having BˆC equal to 31° and 35°, similar to that of the half-closed βHC conformation (BˆC = 32°) (see also below) in the Menz et al. structure (PDB ID code 1H8E) (15), the γ-subunit rotated to 255° and 271°, respectively, before it stalled again. When the torque was removed, the γ-subunit relaxed rapidly in both cases to near 240° and remained there during the rest of the simulation. The results show that there exists a locally stable state with the γ-rotation angle near 240° and the α3β3 crown with the catalytic subunits having conformations corresponding to βE-like, βHC-like (based on the BˆC angle), and βTP-like. We note that the BˆC angles are βE = 49°, βHC = 32°, βHO = 23°, βDP = 22°, and βTP = 19°.
To check the trapping simulation, we used an alternative protocol (SI Appendix, SI2) and experimental data from Masaike et al. (8), who estimated that the helix-6 angle of βDP is rotated by 20° in the ATP waiting state. The βDP subunit and the γ-subunit were subjected to a biased simulation (16) and it was found that for the partly open structure of βDP (helix-6 angle equal 20°; BˆC = 23°) the γ-subunit had rotated by 40° to reach the 240° state. A number of interactions stabilize the 240° state (see Fig. 3 and SI Appendix, SI4 for details and a comparison with the interactions in the trapped structure). The structure was then subjected to all-atom explicit water MD simulations with no PNM (see SI Appendix, SI5 for details). Throughout the simulation (20 ns), the γ-stalk stayed near 240°, supporting the fact that it is a (locally) stable state. In SI Appendix, Fig. S2 A and B, we show the structure from the simulation, and compare it with the structure at the catalytic dwell. The conformations of βDP for the two states differ as expected. Comparisons of βDP with various β-conformations in crystal structures in terms of the rmsd values and the BˆC angles (SI Appendix, Fig. S2 C and D) indicate that the conformation of the partly open βDP structure is between βHO and βHC. Interestingly, the partly open βDP subunit shares many structural features with βDP in the recent F1-ATPase structure of Rees et al. (PDB ID code 4ASU) (17); its BˆC angle equals 24° and the helix-6 angle is close to 20°. In addition to the fact that the γ-subunit of the Rees et al. structure is rotated only by 32° relative to the reference Walker structure, the most significant difference between the present model structure and the structure by Rees et al. is that the C-terminal domain of βDP of the model ATP waiting dwell structure clashes sterically with the γ-subunit of the Rees et al. structure (SI Appendix, Fig. S2B). One possible reason for the observed difference is that the structure trapped by Rees et al. contains nucleotide in all three active sites; therefore, it may represent another intermediate, rather than the ATP waiting dwell state modeled here. Although both the present work and Rees et al. (17) show a partial opening of βDP, it is not observed in the model structure of the intermediate state proposed by Okazaki and Hummer (18). In addition, we observe that the C-terminal helix–turn–helix (hth) motif of βE has closed slightly in the MD simulated structure (SI Appendix, Fig. S2A). Although Masaike et al. (8) concluded in their single-molecule experiments that βE does not change its C-terminal helix orientation during the 40° substep rotation, the large fluctuations of the orientation angle in the measurements suggest that the small change of βE observed in the MD simulation is below their resolution. We use this experimentally derived structure for the analysis that follows. Because the structure of βDP is closest in rmsd to βHO (SI Appendix, Fig. S2C), we denote the conformation of the partly open βDP as βHO-like (or simply βHO for brevity when no confusion arises).
Timing of Pi Release
The results from free-energy simulations and multiple MD simulations (SI Appendix, SI6 and Fig. S3) indicate that any of ATP hydrolysis, ADP and/or Pi release, can lead to the partly open βHO-like conformation required to reach the ATP waiting state at 240° from the catalytic dwell (200°). All of these, as well as ADP and Pi repulsion, have been suggested as triggers for the γ-rotation (19–21). To investigate possibilities for the actual mechanism, we calculated the probability of ligand release, particularly of Pi, from different conformations of the β-subunits with different ligand occupancies. Given the results shown in Fig. 4 and additional experimental data [particularly Watanabe et al. (21)], we summarize in Fig. 1B the rotation cycle of the subunit conformations and their occupations. For an ATP, denoted as ATP*, bound after the ATP waiting dwell at 0°, the release of Pi* generated from the ATP* is shown to occur after an additional 120° rotation of the γ-subunit to 320° from the catalytic dwell at 200° where the ATP* hydrolysis takes place. This contrasts with an earlier conclusion, also based on single-molecule experiments, that Pi is released immediately after ATP* hydrolysis at 200° (20, 22, 23).
Because the Pi and ADP release takes place on the millisecond time scale, too long to be sampled in accessible simulation times at 300 K (nanoseconds), we use the high-temperature multicopy enhanced sampling (MCES) method (see Methods) to accelerate the events. This approach has been used previously to provide meaningful results on ligand release from proteins and its dependence on their conformation [e.g., CO from myogobin by Elber and Karplus (24); Pi from myosin by Cecchini et al. (25)]. MCES was used here to explore the ligand release probabilities of Pi and ADP from subunits with the conformations βE, βDP, and βHO-like as part of the α3β3γ-complex. For βE and βDP, we considered a structure at or near the catalytic dwell (200°), based on the X-ray structure of Braig et al. (PDB ID code 1E1R) (26); for βOH, we considered the ATP waiting dwell (240°), based on the model structure reported here. Fig. 4 shows the probabilities of Pi release from β-subunits in different conformational states as a function of the temperature of the multiple copies of Pi. In the Braig et al. structure used for the catalytic dwell state (200°), βE is occupied by Pi; βDP by ADP, AlF3 (which was replaced with Pi), and Mg2+; and βTP by ATP analog and Mg2+. The Pi present in βE was produced during the catalytic dwell at 80° from an ATP bound at −120°. Because Pi has a high release probability from βE at a temperature as low as 250 K, it is very weakly bound. Interestingly, in one of the all-atom explicit water MD simulations (see below), we observed the spontaneous release and rebinding of Pi from βE (Movie S1). The release and rebinding accompany a large fluctuation of the P-loop structure. This finding is consistent with the present Pi release data. By contrast, a much higher temperature (1,500 K) is required for a significant release probability of Pi from the closed βDP subunit in the catalytic dwell structure (200°). This result indicates that in the 200° structure, release of Pi from βE is the dominant process and that release of Pi* from βDP immediately after its cleavage from ATP* does not occur to a significant extent, in accord with Fig. 1B and the proposal of Watanabe et al. (21).
In the ATP waiting state (240°), where βE is empty (Fig. 1B), βDP has opened more to become βHO, but Pi* release is even more hindered than in the 200° structure as long as ADP* (and Mg2+) is present (Fig. 1B); i.e., release of Pi* at 240° would be possible only after ADP* has been released (also see SI Appendix, SI7, SI8, and Fig. S4). To confirm this result, we performed a set of MCES simulations for βHO in the 240° structure, in which ADP and Pi were both represented by multiple copies and thus competed for release. As expected, ADP* is released at a significantly lower temperature than Pi* (Fig. 4). Once ADP* is no longer present, Pi* is released easily (SI Appendix, Fig. S5). However, as shown by Adachi et al. (20) and Martin et al. (27), ADP* is released only during (or after) the rotation of the γ-subunit by another 80° to the catalytic dwell at 320° when βHO has opened further to βE (see Fig. 1B legend). Very recently, Czub and Grubmüller have shown by MD simulations that βE closes spontaneously to βHO during the 80° rotation in the synthesis direction in the absence of ligand (ADP or Pi) in βE (28). However, because changes of the ligand occupation of each β-subunit during the rotation were not taken into account in the simulations, an understanding of the entire sequence of events that occurs during the 80° rotation is not possible based on their results. Nevertheless, the results are consistent with the mechanism that the βHO → βE conformational transition and the rotation of γ to the catalytic dwell occur during or after the release of ADP*. Taken together, the Pi release simulations show that Pi* is released after the βHO → βE transition is completed as part of the rotation from 320° to 360°.
Coupling Between ATP Hydrolysis, Pi Release, and γ-Rotation
An essential element for understanding F1-ATPase function is knowledge of the mechanism by which the torque for γ-rotation is generated. The dominant factor in the 80° rotation from the waiting dwell is known to be ATP binding to a βE subunit and its closure to form βTP (12, 29), in which repulsive van der Waals interactions contribute dominantly in the generation of torque. On the other hand, our understanding of the 40° rotation is much more limited (20, 30). To explore the mechanism, we carried out targeted molecular dynamics (TMD) (31) simulations with the model generated in this paper for the ATP waiting structure as the target (see Methods). As a reference, a TMD simulation was performed, starting with the catalytic dwell structure, and a perturbation was applied to the γ- and βDP subunits of the entire α3β3γ-complex to induce the 40° rotation of γ and the transition of βDP to βHO required to reach the model ATP waiting structure. The simulation produces a structure with the γ-subunit rotated by 40° and βDP partially open; the structure differs slightly from the model ATP waiting structure in the orientations of the C-terminal hth motifs of βE and all of the α-subunits (SI Appendix, Fig. S6). The change of the βE structure during or after the 40° rotation is in accord with the results of Watanabe et al. (30) that in the neighborhood of the ATP waiting state, the affinity for ATP changes with γ-rotation, implying a change in the βE structure, and the all-atom explicit water MD simulation (SI Appendix, Fig. S2A). Because the TMD perturbation was applied only to γ and βDP, the structural changes of the other parts of the α3β3γ-complex reflect their spontaneous response to the rotation of γ and the partial opening of βDP. The resulting structure was used as the target structure in subsequent TMD simulations, where the perturbation was applied only to various parts of the α3β3 crown, with or without Pi in the βE subunit (Fig. 5; see legend for details). With βE empty, we obtained the striking result that transformations of all α- and β-subunits are required to induce the 40° rotation (Fig. 5). As shown in the figure, when fewer elements of the α3β3 crown are transformed (e.g., all β-subunits), only intermediate rotation of the γ-subunits is produced during the simulation. Moreover, with Pi present in βE, the Pi stays bound in the active site throughout the entire TMD simulation and only a 10° rotation of γ was achieved even with the full α3β3 transformation in the simulation (Fig. 5, orange; and see Movies S2 and S3). These results show that the presence of Pi in the βE subunit blocks the γ-rotation.
Dynamic Lock by Pi
To determine the mechanism of the βE (Pi) lock, the structure and dynamics of the α3β3γ-complex in the catalytic dwell state with different occupations of βDP and βE were studied by all-atom explicit water MD simulations (see SI Appendix, SI5 for details). In the simulations, the binding pockets of βTP and all α-subunit are occupied by ATP, whereas βDP and βE have different occupations: In the prehydrolysis state simulation, ATP occupies βDP and Pi occupies βE; in the posthydrolysis state simulation, ADP and Pi occupy βDP and Pi occupies βE; and in the postrelease state simulation, βDP is occupied by ADP and Pi and βE is empty. (See Fig. 1B and its legend for identification of the three states.) The structural comparisons reveal that during or after the hydrolysis of ATP in βDP and the release of Pi from βE, small changes occur in the C-terminal hth motif and at the intersubunit interfaces of the subunits (SI Appendix, Figs. S2E and S7, and Movie S4). In addition, there are significant differences in the dynamics, as evidenced in the cross-correlation maps of the α3β3γ-complex; they are shown in SI Appendix, Fig. S8. Details of the structural and dynamic changes are given below.
SI Appendix, Fig. S8 shows the cross-correlation maps of the entire α3β3γ complex for the prehydrolysis state (SI Appendix, Fig. S8A), posthydrolysis state (SI Appendix, Fig. S8B), and the postrelease state (SI Appendix, Fig. S8C). In comparing the simulation of the posthydrolysis state to that of the prehydrolysis state, there is a rigid-body rotation of the C-terminal hth motif of αDP toward βDP in the former, relative to the latter. This rotation is caused by the cleavage of ATP into ADP and Pi in βDP (SI Appendix, Fig. S7A). The rotation increases the contact between the two subunits and leads to a more closed αDP–βDP interface, as is evident from the increased buried surface area (SI Appendix, Fig. S9). It also leads to enhanced positive cross-correlation between the two subunits without a significant change of the intrasubunit cross-correlation of βDP (compare SI Appendix, Fig. S8 A and B). A similar closure of the αDP–βDP interface is observed experimentally. In SI Appendix, Fig. S7B, the X-ray structure with the transition-state analog (26) is superimposed on the structure with the ATP analog (14). The superposition shows that the C-terminal domain of αDP is rotated toward βDP for the transition-mimic state to make the interface tighter (SI Appendix, Fig. S7B, Left), in agreement with the simulations. The origin of this structural change appears to involve the displacement of αDPR373, which moves to interact with the Pi after it is cleaved from the ATP. SI Appendix, Fig. S7A shows the displacement of αDPR373 upon the cleavage of ATP in the simulations and a similar displacement in the transition-state mimic structure (SI Appendix, Fig. S7B; also see SI Appendix, Fig. S7C for the changes of interactions at the interface between the two subunits). In this interpretation, αDPR373 functions as a sensor that probes the progress of the hydrolysis reaction in βDP and dynamically links the two subunits (βDP and αDP). This is consistent with mutation experiments, which suggested that αDPR373 is involved in the rearrangement of the αDP–βDP interface upon ATP hydrolysis and the catalytic cooperativity of the enzyme (32).
We also find a noticeable difference between the cross-correlation maps of the posthydrolysis and postrelease states, i.e., there is an increase of intrasubunit correlation of both αE and βE in the postrelease state (SI Appendix, Fig. S8C). The cross-correlation maps of αE and βE in the postrelease state show cross-correlations that extend over the C-terminal and nucleotide binding domains (SI Appendix, Fig. S8 C and D), suggesting that the two domains behave like a rigid body. This difference in the dynamics of βE is of interest because the differences between the βE structures with or without Pi or a Pi analog are found to be negligible (SI Appendix, SI9 and Fig. S10). The anticorrelation between αE and the C-terminal domain of βE has also increased significantly (compare SI Appendix, Fig. S8 B and D). This result indicates that the two subunits move concertedly but in opposite directions. In this case, αER373 could play an important role in controlling the dynamics of αE and βE, similar to the role of αDPR373 in ATP hydrolysis. In this mechanism, the interaction between Pi in βE and αER373 keeps αE close to βE and away from βDP, preventing αE from responding to the change of βDP, thus blocking the rotation of γ. Once Pi leaves the binding pocket, the interaction is lost, so that αE and in particular its C-terminal domain are able to respond to the change occurring in βDP and the rotation of γ.
To test the proposed mechanism, we have performed an additional TMD simulation. The simulation was carried out with the TMD perturbation applied to all α- and β-subunits but without the interaction between Pi in βE and αER373. If these interactions were important in blocking the γ-rotation, it would be expected that γ would rotate further in their absence than when the interactions between Pi in βE and αER373 were present. The simulation produced a γ-rotation that is larger (close to 20°) than the simulation with the Pi−αER373 interaction present, but then it falls back to the lower rotation angle during the subsequent relaxation simulation (SI Appendix, Fig. S11). The result confirms the proposed role of the interaction between Pi and αER373 in blocking γ-rotation. The result also suggests that interactions (within or between βE and αE), other than the interactions between Pi in βE and αER373, are important in preventing the rotation—for example, reducing the increase of the intrasubunit cross-correlation in the βE and αE subunits and the increase of the anticorrelation between them, which occurs upon the release of Pi. In this regard, we note that αE is the subunit forming the most extensive surface contacts with γ among the α-subunits and has an extensive surface contact with βDP (SI Appendix, Fig. S9). The surface contacts of αE with γ are as extensive as the contact between βDP and γ, which is the largest surface contact among all βs.
Taken together, the present analysis shows how the interactions between βE and αE, including the interaction between Pi and αER373, act as a “dynamic lock” to keep the protein in the prerotated catalytic dwell state. Only after Pi in βE is released is αE freed from βE and able to fully engage with βDP to complete the concerted conformational transition of the α3β3 complex by which the γ-subunit rotates to reach the ATP waiting dwell state. Such dynamic locks have been proposed for different systems by Laity et al. for zinc finger proteins (33) and by Young et al. for c-Src (34).
Concluding Remark
The present study provides a structural model for the ATP waiting state of F1-ATPase, in agreement with single-molecule experiments which have suggested that it does not coincide with any of the known crystal structures. Knowledge of this structure, combined with that of the state in which catalysis takes place, makes possible the development of a detailed atomic-level description of the coupling between the binding and hydrolysis of ATP and the γ-subunit rotation induced by the conformational changes of the α- and β-subunits. The suggested tests of the proposal structure and a possible method for trapping it in a crystallographically accessible conformation should stimulate experimental studies (see SI Appendix, SI10 and SI11 for details).
Methods
Forced Rotation Simulation for Finding the ATP Waiting State.
The structure of the minimal rotary complex α3β3γ was prepared based on the α3β3 subcomplex of the 1BMF structure (3) and the γ-subunit of the 1E79 structure (9) by a procedure similar to that of Ma et al. (35). The CHARMM19 all-atom force field (36) and the EEF1 implicit solvation model (37) were used to describe the protein system and water solvation, respectively. In addition, the coarse-grained PNM (11, 12), in which each PNM node was assigned to the corresponding Cα atom position of the protein, was used to stabilize the protein conformation in the presence of the high forces used in the simulation. The system was first heated from 0 K to 300 K in 60 ps and then equilibrated at 300 K for 300 ps (see details in SI Appendix, SI2). The MD simulations were carried out with a 2-fs integration time step and SHAKE (38) applied to the bonds involving hydrogen atoms. The temperature was controlled using the Langevin thermostat.
After equilibration at 300 K for 300 ps, a large external torque was applied to drive the rotation of the γ-subunit in the hydrolysis direction (counterclockwise as seen from the membrane). Using the PULL command of the CHARMM program (10), an external force of 2,500 pN was applied to the Cα atom of residue γM25. Residue γM25 was identified by Pu and Karplus to provide a key contact point for the torque generation (12). In the forced rotation simulation, the external torque was applied only when backward rotation is detected. In that way, the simulation was biased toward the hydrolysis direction only when γ rotates backward but not when the forward rotation occurs spontaneously; the γ-rotation angle was checked at each update step (at every 1 ps). The γ-rotation angle is defined as in Pu and Karplus (12) using the α3β3(1BMF)–γ(1E79) Walker structure as the reference structure for the catalytic dwell state, and a similar definition was used in the work by Koga and Takada (39). The direction of the force was determined as the instantaneous cross-product between the radial vector of the residue γM25 (perpendicular to the rotational axis) and the rotational axis itself (Fig. 1A). See SI Appendix, SI2 for details of forced rotation simulations and definition of the γ-rotation angle.
Pi Release Simulations.
The 200° rotated system was prepared using the α3β3 subcomplex of the 1E1R structure (26) and the γ-subunit from the 1E79 structure (9). For the 240° state, the starting structure was the present ATP waiting state model structure. For the Pi release MCES simulation (25), the Pi molecule was replicated 30 times by using the BLOCK module of the CHARMM program. In all simulations, Pi was treated as doubly protonated (H2PO4−), which was found to be favored in the active site of β-subunit (40). The interaction between the multiply copied Pi and both the protein and the solvent was scaled by a factor that is inversely proportional to the number of Pi copies, whereas each Pi has no interaction with other Pi molecules. The remaining interactions were not scaled. The temperature of Pi was controlled by attaching each Pi to a separate Langevin thermostat, while the remainder of the system was maintained at 300 K. At each Pi temperature, the MCES simulation was repeated 40 times (SI Appendix, SI7). Each simulation was started with different initial velocities and ran for 2 ns with a 1-fs integration time step. SHAKE was applied to constrain bonds involving hydrogen atoms.
Targeted MD Simulations of the Coordinated Conformational Transition of the α3β3γ-Complex.
The 40° substep rotation was simulated by applying the TMD simulation method (31). The TMD simulation was first carried out with the 200° rotated catalytic dwell structure, which was prepared for the MCES Pi release simulations. The TMD perturbation was applied to the nonhydrogen atoms of the γ- and βDP subunits of the entire α3β3γ-complex for the βDP → βHO transition and the 40° γ rotation; the ATP waiting model structure was the target structure. Subsequently, using this TMD-produced structure as the target structure for the α3β3 complex, a set of TMD simulations was carried out with the TMD perturbation applied to various parts of the α3β3 crown with or without Pi in βE and without any perturbation to γ (see Fig. 5 legend for the notation of each TMD simulation). In the simulations the rmsd distance to the target structure was decreased by 0.2 × 10−6 Å at each MD step until the rmsd distance reached a value lower than 0.75 Å.
Supplementary Material
Acknowledgments
We are grateful to members of the M.K. group for helpful discussions and Dr. Gerhard Hummer for providing the coordinates of their modeled F1-ATPase structure. The work was supported in part by a grant from the National Institutes of Health (M.K.) and by a start-up grant from Indiana University-Purdue University Indianapolis (J.P.) and from Umeå University (K.N.). The computational resources were provided by the National Energy Research Scientific Computing Center, Faculty of Arts and Science Division Research Computing Group at Harvard University, and the Swedish National Infrastructure for Computing at High Performance Computing Center North (HPC2N).
Footnotes
The authors declare no conflict of interest.
This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1419486111/-/DCSupplemental.
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