ARTICLE IN PRESS Journal of Theoretical Biology 236 (2005) 397–421 www.elsevier.com/locate/yjtbi Electric dipole theory and thermodynamics of actomyosin molecular motor in muscle contraction Markku J. Lampinen, Tuula Noponen Laboratory of Applied Thermodynamics, Helsinki University of Technology, Sähkömiehentie 4 J, P.O. Box 4400 FIN-02015 HUT, Finland Received 18 January 2005; received in revised form 14 March 2005; accepted 16 March 2005 Available online 24 May 2005 Abstract Movements in muscles are generated by the myosins which interact with the actin filaments. In this paper we present an electric theory to describe how the chemical energy is first stored in electrostatic form in the myosin system and how it is then released and transformed into work. Due to the longitudinal polarized molecular structure with the negative phosphate group tail, the ATP molecule possesses a large electric dipole moment (p0 ), which makes it an ideal energy source for the electric dipole motor of the actomyosin system. The myosin head contains a large number of strongly restrained water molecules, which makes the ATP-driven electric dipole motor possible. The strongly restrained water molecules can store the chemical energy released by ATP binding and hydrolysis processes in the electric form due to their myosin structure fixed electric dipole moments (pi ). The decrease in the electric energy is transformed into mechanical work by the rotational movement of the myosin head, which follows from the interaction of the dipoles pi with the potential field V 0 of ATP and with the potential field C of the actin. The electrical meaning of the hydrolysis reaction is to reduce the dipole moment p0 —the remaining dipole moment of the adenosine diphosphate (ADP) is appropriately smaller to return the low negative value of the electric energy nearly back to its initial value, enabling the removal of ADP from the myosin head so that the cycling process can be repeated. We derive for the electric energy of the myosin system a general equation, which contains the potential field V 0 with the dipole moment p0 , the dipole moments pi and the potential field c. Using the previously published experimental data for the electric dipole of ATP ðp0 ffi 230 debyeÞ and for the amount of strongly restrained water molecules ðN ffi 720Þ in the myosin subfragment (S1), we show that the Gibbs free energy changes of the ATP binding and hydrolysis reaction steps can be converted into the form of electric energy. The mechanical action between myosin and actin is investigated by the principle of virtual work. An electric torque always appears, i.e. a moment of electric forces between dipoles p0 and pi ðjMjX16 pN nmÞ that causes the myosin head to function like a scissors-shaped electric dipole motor. The theory as a whole is illustrated by several numerical examples and the results are compared with experimental results. r 2005 Elsevier Ltd. All rights reserved. Keywords: Electrical theory; Thermodynamics; Molecular motor; Muscle contraction 1. Introduction Movements in muscles are generated by the myosins that interact with the actin filaments. The energy required for the mechanical work done by the myosin head is taken from the hydrolysis reaction of adenosine triphosphate molecules (ATP), which were first found in Corresponding author. Tel.: +358 9 4513582; fax: +358 9 4553724. E-mail addresses: markku.lampinen@hut.fi, [email protected].fi (M.J. Lampinen). 0022-5193/$ - see front matter r 2005 Elsevier Ltd. All rights reserved. doi:10.1016/j.jtbi.2005.03.020 muscle extracts by Lohmann (1929). During the muscle contraction process, the ATP molecule is bound to the myosin, hydrolysed and the chemical energy of ATP is transformed into mechanical work and heat. As the molecular motors act in the nanometer scale, the Brownian motion introduces a stochastic nature into the process as demonstrated by Feynman (1963) with the thermal ratchet model. After that several advanced models are presented (e.g. Astumian and Bier, 1996; Mogilner et al., 1998; Shimokawa et al., 2003) to describe the directional and stepping motion of a ARTICLE IN PRESS 398 M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 Brownian particle (the myosin head) in a periodic potential. The role of force in the reaction kinetics of ATP hydrolysis and its effect on the Michaelis reaction rate model have recently been studied by, e.g. Lattanzi and Maritan (2001), the purpose being to link chemical kinetic parameters to mechanical parameters (force, velocity). The overall mean time for a chemical reaction depends firstly on the time taken to bring the reactants together (mass transfer), secondly on the time taken to obtain proper mutual orientation of the reacting molecules and to have sufficient energy to overcome the activation energy barrier and finally on the reaction time itself. As the chemical reaction time itself is actually very short, of the magnitude of 1015 s as measured by Zewail (1999), this means that in the myosin–actin system there must be an instantaneous way of storing a significant proportion of the chemical energy immediately upon its release. Otherwise the chemical energy would simply be transformed into heat. The mechanical deformation and displacement work takes time of the magnitude of several milliseconds for one hydrolysis of ATP as measured and demonstrated, e.g. by Nishiyama et al. (2003), and Ishii and Yanagida (2002). In this paper we present an electric theory to describe how the chemical energy is stored in the myosin system and how it is released and transformed into mechanical work. The chemical energies released in different steps of ATP binding and hydrolysis reactions are first stored in electric fields, because the changes in the electric fields take place at the speed of light in the medium. The chemical energy stored in electrostatic form is released and transformed into mechanical work which moves actin filaments against the external loading force. In technical devices such as fuel cells or electric accumulators, the energy from the electrochemical reactions is stored by the charges in the conductive electrodes of different potentials and then taken out as electric current. In the myosin–actin system there are no corresponding electrodes, but there are a large number of suitable dipole molecules and polar groups which make the storage of electrostatic energy possible. The energy source and the most important dipole is the ATP molecule, which has a large dipole moment ðp0 ffi 230 debye ðDÞÞ as measured experimentally by Mitsuo (1956). When the ATP molecule binds with the myosin and makes a complex with it, an electric potential field (V 0 ) is generated around ATP, and when it is hydrolysed to adenosinediphosphate (ADP), the electric dipole and its potential field are changed. Around the ATP molecule there are polar groups of amino acids and strongly restrained water molecules (with dipole moments pi ), which are in the electric field of ATP and can store the electric energy. As these dipoles are fixed within the structure of the myosin, their movements can deform and rotate the myosin. Suzuki et al. (1997) have studied by dielectric spectroscopy with microwaves the hydration of the myosin subfragment (S1). They found an interesting result that there are a large number of strongly restrained water molecules ðN ¼ 720Þ fixed in the myosin head (S1), which do not follow the microwave electric field as free water molecules. These strongly restrained water molecules coupled with proteins are able to store electric energy and also convert it into mechanical work as their rotation is slow enough with respect to the motion of the myosin head. The actin filament is the other important electrical system. With the molecular dynamics calculation, Bãnos et al. (1996) have illustrated how the electrostatic potential ðCÞ varies periodically along the actin filament. The electric theory presented here is based on these three elements: potential field V 0 with the dipole moment p0 , the dipole moments pi and the potential field C. The mechanical action between two electrical systems, myosin and actin, is investigated by the principle of virtual work with the aid of the electrostatic energy function. We will derive mathematical formulae for the forces and torques that move and deform the myosin head. We calculate the numerical values for them and for the electric energies to see how the theory can explain the experimental results reported in the literature, which are collected and briefly presented in Section 2. 2. Description of the muscle system 2.1. Force of myosin– actin interaction The muscle consists of parallel bundles of muscle fibers, each of which is a single muscle cell. When the muscle contracts, the length of the muscle cell decreases and its diameter increases while the volume of the cell remains more or less the same. The shortening of the muscle is understood well by the internal structure of the sarcomeres, in which the myosin and actin protein filaments slide past one another (first presented by Huxley and Hanson, 1954; Huxley and Niedergerke, 1954). The system of a hexagonal sarcomere subunit together with its basic dimensions and geometry is shown in Fig. 1(a). The force for shortening the sarcomere is developed by the interaction of the myosin heads with the actin filaments. There are about 300 myosin heads per half myosin filament in one geometrical sarcomere unit (Squire, 1981), which, being in contact with the actin units, finally generate the contraction force of the muscle cell. The principle of the molecular motor process of the myosin head with the actin is shown in Fig. 1(b). The fraction of the time that each myosin head spends in its attached phase is called a duty ratio, which depends on ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 399 Incoming action potential Myosin head Longitudinal tubules Ca2+ ATP Tropomyosin Tropomyosin Actin Troponin Actin Troponin Actin filament (Ca2+)ICS =1 mol/lµ mol/l Myosin heads (300) Pi ATP base Resting position ADP (Ca2+)ICS Ca 2+ =1 - 10µmol/l 10 mol/l Formation of actin-myosin complex Relaxing effect of ATP ATP a= 5 .5n m Myosin heads (300) Myosin filament Major movement of A T 2- 3µ ted trac con m( ed) Myosin heads resume original position lax - re Pi A ~1.2µm Sarcomere Loss of Pi Actin filament ATP Z-plate Minor movement of A Myosin filament Z-plate Binding of ATP 2 A=1620 nm 2 Vmax = 1620 nm • 3 µm = 4.9•10 m -21 3 With ATP AD P Without ATP 25 nm (a) Stable “rigor complex” cannot be broken: rigor mortis End position of the head Loss of ADP (b) Fig. 1. (a) Structure of the sarcomere; (b) principles of molecular mechanisms involved in the sliding of actin and myosin filaments (slightly modified from Despopoulos and Silbernagl (1991) with permission). the velocity of the muscle, the greatest being at zero velocity and smallest at maximum velocity (Howard, 2001). Theoretically, the maximum force F max is generated if all available actin–myosin crossbridges are in use simultaneously and when the velocity is zero, i.e. when we have an isometric tension. If the maximum tension of the skeletal myofibrils is smax ¼ 2:0 105 N=m2 (Bagshaw, 1994) and if we assume that the duty ratio is 0.14, i.e only 14% of the myosin heads (300) are simultaneously generating force at the maximum load with zero velocity (Howard, 2001), we obtain the following estimation (see Fig. 1) for the maximum force per myosin head: F max ¼ smax A= ð0:14 300Þ ¼ 7:7 pN. The values for F max differ due to the different tension data for smax and due to the different estimations for the proportion of attached actin–myosin crossbridges. Morel (1991) has presented an estimation of 8 1 pN for the maximum force. The dependence of the force F on the speed v can be roughly approximated by a parabola (see e.g. Howard, 2001, Fig. 16.5—force velocity curve for a myosin crossbridge in skeletal muscle; or Despopoulos and Silbernagl, 1991), which gives the following working power P for a myosin head: v 2 v P ¼ Fv ¼ F max vmax 1 . vmax vmax (1) The minimum power P ¼ 0 is obtained by v ¼ 0 and by v ¼ vmax , and the maximum power by v=vmax ¼ 1=3 ðdP=dz ¼ 0; z ¼ v=vmax Þ, which means v ¼ 2:0 mm=s for the fast skeletal muscle with vmax ¼ 6 mm=s (Howard, 2001). The corresponding mean force giving the maximum power is thus F ¼ F max ð1 1=3Þ2 ¼ 4=9F max ¼ 4=9 7:7 pN ¼ 3:4 pN, which is in agreement with the studies of Finer et al. (1994). The maximum value for P ARTICLE IN PRESS 400 M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 defined by Eq. (1) is thus Pmax ¼ 3:4 pN 2:0 mm=s ¼ 6:8 1018 W. 2.2. Kinematics of the myosin motion and moments of the power stroke force The myosin molecule can be divided into three parts: head, neck and tail. The head and neck together are called a subfragment 1 (S1). The myosin head has an actin-binding site and a catalytic site which receives ATP (Rayment et al., 1993). These two sites are located on opposite sides of the head. The portion of the head separated by these two sites can rotate around a narrow junction O (Masuda, 2003). The myosin subfragment (S1) is connected to the neck via a flexible joint N and the neck is joined to the tail by a joint T. The tail is connected to the myosin filament as shown in Fig. 1. With these notations we can describe the kinematics of the myosin motion according to Fig. 2. Let us suppose that the myosin head is in contact with the actin at point A. The joint O of the rotatable portion is at a distance l OA from A, the joint N of the neck is at a Fig. 2. Kinematics of scissors-shaped motion of the myosin head. ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 distance l NO from O and the joint T of the tail is at a distance l TN from N. According to the pictures modeled from crystallographic data (Geeves and Holmes, 1999), the distances are approximately l OA ¼ l NO ¼ 4 nm and l TN ¼ 6:5 nm. (It is interesting to note that here, too, in nanoscale biological structures, the ratio of the golden section can be found in the lever arms ð6:5: 4 ¼ 1:625 ffi pffiffiffi ð 5 þ 1Þ=2Þ that rectify the motion.) As the tail is fixed with the myosin filament, which is not moving (because of the symmetry, see Fig. 1), it means that the motion of joint T is approximately only in the vertical direction of the actin. To simplify the mathematics, we assume here that the joint T is fixed. Hence, if the x-coordinate is parallel with the actin and its positive direction is the same as the power stroke motion, the motion of point A, then we may write the kinematics of the motion as xT ¼ const:; xN xT ¼ l TN sin jTN , xO xN ¼ l NO sin jNO ; xA xO ¼ l OA sin jOA , where the angles jTN , jNO and jOA are the angles that the lines of the bodies TN, NO and OA make with the perpendicular direction of x-axis. The clockwise direction is taken as the positive angle, as shown in Fig. 2. Hence, xA xT ¼ l TN sin jTN þ l NO sin jNO þ l OA sin jOA and the displacement of A in the differential form is dxA ¼ l TN cos jTN djTN þ l NO cos jNO djNO þ l OA cos jOA djOA . ð2Þ Let us suppose that at some instant t during the power stroke the myosin head draws the actin by a force F. As the mass of the myosin head (S1) is only 120 000 Da, i.e. m ¼ 1:990 1022 kg (and the mass of strongly restrained water molecules fixed in it 2:15 1023 kg), the inertia forces are very small compared with the acting mean force and they can be neglected. The moments of the force F at the joints N and O, and at the contact point A, can then be calculated from the static equilibrium conditions: M N ¼ Fl TN cos jTN ; M O ¼ M N þ Fl NO cos jNO , M A ¼ M O þ Fl OA cos jOA . ð3Þ The angles jTN , jNO and jOA change during the power stroke process. Assuming that when the power stroke starts the angles are jOA ¼ 30 , jNO ¼ 40 and jTN ¼ 50 , the working distance of point A will be 5.5 nm (see Fig. 2). Substituting those angles into Eq. (3) and assuming that the force at that moment is F ¼ 3:4 pN, as discussed in Section 2.1, we get M N ¼ 14 pN nm, M O ¼ 25 pN nm and M A ¼ 36 pN nm. These torques are necessary to explain the power stroke process in terms of mechanics. With the electric theory we will study how these torques arise 401 from the electric dipoles of the acto-myosin system and, particularly, what is the torque M that produces the scissors-shaped motion of the myosin head shown in Fig. 2. 2.3. Free energy changes of the ATP hydrolysis reaction steps Each reaction step in the myosin system can be described mathematically as ðn1 ; . . . ; nm Þ ! ðn01 ; . . . ; n0m Þ, where nk is the amount of species (k) before the reaction and n0k its amount after the reaction. When the reaction takes place at constant temperature T and at constant pressure p, a small change in the Gibbs free energy of the system can be written with the derivatives as DG ¼ GðT; p; n01 ; . . . ; n0m Þ GðT; p; n1 ; . . . ; nm Þ m X qG 0 ðnk nk Þ ¼ qn k k¼1 ¼ m X k¼1 mk ðn0k nk Þ ¼ m X ½m0k ðTÞ þ RT ln ak Dnk , ð4Þ k¼1 where mk ¼ qG=qnk and Dnk ¼ n0k nk . The chemical potential of species (k) at the reference state is m0k ðTÞ ¼ mk ðT; p0 ; m0k ; c0 ; pH0 ; I 0 Þ, where the reference state is defined as p0 ¼ 1 bar, m0k ¼ 1 mol=kg, c0 ½Mg2þ ðaqÞ ¼ 103 mol=l, pH0 ¼ 7 and I 0 ¼ 250 mM (the ionic strength of the solution). The universal gas constant is R ¼ 8:314 J=molK. The activity ak for the dissolved species in the cell solution can be estimated by the ideal solution model as ak ¼ mk =m0k , where mk is the molality (mol/kg) of species (k) in the cell solution. If the system is in the thermodynamic equilibrium state ðn1 ; . . . ; nm Þ, then the Gibbs energy is at the minimum and hence its change is zero: DG ¼ GðT; p; n01 ; . . . ; n0m Þ GðT; p; n1 ; . . . ; nm Þ m X ½m0k ðTÞ þ RT ln ak Dnk ¼ 0, ¼ ð5Þ k¼1 where Dnk ¼ n0k nk , and, according to the ideal solution model, ak ¼ mk =m0k . The overall hydrolysis reaction is ATPðaqÞ ! ADPðaqÞ þ Pi ðaqÞ, where ATP is decomposed into adenosine diphosphate (ADP) and inorganic phosphate (Pi ). If the amount of the hydrolysis reactions is Dn (moles), then DnATP ¼ Dn; DnADP ¼ Dn and DnP ¼ Dn. Hence, we get from Eq. (4) DG=Dn ¼ ½ðm0ADP ðTÞ þ RT ln aADP Þ þ ðm0P ðTÞ þ RT ln aP Þ ½ðm0ATP ðTÞ þ RT ln aATP Þ aADP aP , ¼ DG 0 ðTÞ þ RT ln aATP ð6Þ ARTICLE IN PRESS 402 M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 where DG 0 ðTÞ ¼ ½m0ADP ðTÞ þ m0P ðTÞ m0ATP ðTÞ. From Eqs. (5) and (6) we find that in the equilibrium state DG 0 ðTÞ ¼ RT ln K, from which we can calculate DG 0 ðTÞ when the equilibrium constant K ¼ aADP aP =aATP is experimentally determined. Kodama (1985) gives the value K ¼ 5 105 (at T ¼ 298:15 K), which implies DG 0 ðTÞ ¼ RT ln K ¼ 32:5 103 J=mol at T ¼ 298:15 K. The molality mATP (mole/kg water) refers to the sum of all the species in the muscle cell solution containing ATP (MgATP2 , MgATP , MgATP, ATP4 , ATP3 , etc.), and similarly mADP and mP refer to the sum of all existing species of ADP and Pi in the solution of the muscle cell. The resting molality of ATP is mATP ¼ 224 mmol=kg, but as soon as the muscle contraction process starts, the molality mATP decreases and mADP and also mP increase so that the values of mATP , mADP and mP actually change with time. Without reproduction of ATP in the mitochondrium inside the muscle cell, the term ðDGÞ would soon be zero, meaning that no more work could be extracted from the system, which corresponds to the equilibrium state of Eq. (5). However, because of the reproduction of ATP, there will be a balance of reproduction and consumption, and hence the molalities mATP , mADP and mP will depend on the consumption rate. In red blood cells, typical steadystate values, which are almost independent of the stress and therefore perhaps good estimations, are mATP ¼ 1:4 103 mol=kg, mADP ¼ 0:2 103 mol=kg and mP ¼ 103 mol=kg (Heinrich and Schuster, 1996). In skeletal muscle cells of the rabbit, the molalities found (likely at rest) are mATP ¼ 4 103 mol=kg, mADP ¼ 20 106 mol=kg and mP ¼ 2 103 mol=kg (Howard, 2001). Substituting both these approximations into Eq. (6) we obtain estimates DG=Dn ¼ 54:4 103 J=mol ðaATP ¼ 1:4 103 ; aADP ¼ 0:2 103 ; aP ¼ 103 Þ, ð7Þ DG=Dn ¼ 61:0 103 J=mol ðaATP ¼ 4 103 ; aADP ¼ 20 106 ; aP ¼ 2 103 Þ for the Gibbs free energy change of the ATP hydrolysis reaction ATPðaqÞ ! ADPðaqÞ þ Pi ðaqÞ at T ¼ 298:15 K. During the hydrolysis reaction of ATP (T), the myosin (M) can be in four different chemical states: in the free state (M), in the ATP-bound state ðM TÞ, in the hydrolysis products-bound state ðM D PÞ and in the ADP-bound state ðM DÞ. After the state ðM DÞ the adenosine diphosphate (D) is removed from the myosin and the next hydrolysis cycle can start in the myosin. Simultaneously with the chemical reaction cycle the myosin makes conformational changes and it has two main mechanical states. The myosin can be attached to the actin (A) filament ðA MÞ or it can be detached ðA þ MÞ. Obviously there are some couplings of chemical changes to the conformational changes during the hydrolysis cycle. All the Gibbs free energy changes for the different reaction steps shown in Fig. 3 are calculated as in Eq. (6). The equilibrium constants are taken from the work of Kodama (1985). 2.4. Efficiency and displacement distances In the mitochondrium inside the muscle cell ATP is reproduced by recombining ADP and Pi back together with the aid of metabolic energy. In this circulation process, which was first realized by Lipmann (1941), altogether Dn ¼ 30232 mol ATP can be regenerated by one mole of glucose (Nelson and Cox, 2003) if the energy is produced aerobically. As the oxidation reaction enthalpy for glucose (a-glucose) is DH G ¼ 2803 kJ=mol at 25 C (Goldberg and Tewari, 1988), the minimum amount of metabolic energy required to reproduce ATP aerobically from ADP and Pi is thus DH G =Dn ¼ 2803=32 ¼ 88 kJ=mol of ATP. A part of the chemical energy released in the hydrolysis reaction ATP ! ADP þ Pi can be converted into mechanical work W. If the amount of hydrolysis reactions completed is Dn, the maximum amount of work can be estimated by the change of the Gibbs free energy of the system as aADP ap 0 W p DG ¼ DG ðTÞ þ RT ln Dn, (8) aATP where we have used Eq. (6) for DG. Hence, we get an estimation for the maximum theoretical efficiency of the muscle contraction process: work produced by hydrolysis of ATP metabolic energy for regeneration of ATP DG=Dn ¼ DH G =Dn 54:4 kJ=mol ¼ 0:62 ¼ 62%, ¼ 88 kJ=mol Z¼ ð9Þ where we have used the lower value of Eq. (7). With the greater value of Eq. (7) the corresponding thermodynamic efficiency would be 69%. The real mechanical total efficiency for a man walking uphill at a gradient of about 20% (or more) has been measured to be 25% (Margaria, 1976). The efficiency of the working myosin head must, of course, be higher than the total efficiency, which means that the work done by the myosin head per one ATP hydrolysis reaction in these experiments is at least W min X0:25 88 103 =ð6:023 1023 Þ ¼ 3:6 1020 J. Hence, the working distance of the myosin head at the force F ¼ 3:4 pN is 3:6 1020 J=3:4 1012 N ffi 11 nm, which means two steps of 5.5 nm in length. This is in agreement with the studies of Finer et al. (1994), who measured stepwise movements averaging 11 nm ð2 5:5 nmÞ under ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 403 G A•M+ATP(aq) -33.4 kJ mol M•T kJ 5.7mol A•M•T -5.7 kJ mol M•D•P kJ -5.7 mol kJ ∆G = -54.4 mol A•M•D•P kJ -22.8 mol A•M+ADP(aq) +Pi(aq) 7.4 kJ mol A•M•D Time Fig. 3. Free-energy diagram for acto-myosin ATP hydrolysis with the dissociating/reassociating pathway presented by Kodama (1985). The molalities are assumed as mATP ¼ 1:4 mmol=kg; mADP ¼ 0:2 mmol=kg and mP ¼ 1 mmol=kg and the Gibbs free energy changes are calculated accordingly: ðT ¼ ATP; D ¼ ADP; P ¼ Pi ; M ¼ myosin; A ¼ actinÞ. conditions of low load (single force transients averaging 3–4 pN were measured under isometric conditions). Under small loading forces, Ishii and Yanagida (2002) have observed that the myosin moves the actin forward several steps of 5.5 nm in length. (The total attachment time t per myosin head with the actin for one completed ATP hydrolysis reaction is at least tXW min =Pmax ¼ 3:6 1020 J=6:8 1018 W ¼ 5:3 ms.) 3. Electric theory 3.1. Description of the electric thermodynamic system The thermodynamic system is composed of the myosin head and neck with the aqueous cell solution in it, and of the ATP molecule bound to the myosin. The important part of the thermodynamic surroundings of the system is the actin. The myosin system contains the dipole moment p0 of ATP at the ATP hydrolysis point and around it there are polar groups of amino acids and strongly restrained water molecules, whose dipole moments are marked as pi . The myosin is in contact with or at least very close to the actin system, which has an electrostatic potential field C. The thermodynamic system with the notations is shown schematically in Fig. 4. Mitsuo (1956) measured by the impedance bridge method (in water and in solvent dioxane) for the electric dipole moment of ATP at room temperature the value (with the accuracy of 20 D) p0 ¼ 230 D ¼ 7:68 1028 Asm, where 1 D ¼ 1018 esu cm ¼ 3:341030 Asm. For adenosine (A) Mitsuo (1956) measured the value p0 ðAÞ ¼ 42 D. Using the same vectorial model for the dipole moments as Mitsuo (1956), we have estimated the dipole moment of ADP as p0 ¼ 90 D and the direction angles as shown in Fig. 5. (The charge of the phosphate tail is decreased from ð2Þ to ð1Þ and the length of ( which changes the molecule is shortened by 3:5 A, the longitudinal component of the dipole moment from 194 D to ½ð14:4 þ 19:0Þ=2=½ð17:9 þ 22:5Þ=2 ð1Þ=ð2Þ 194 D ¼ 80 D) (Fig. 5). The water molecule has an oxygen atom with two ( ð0:0955 nmÞ and hydrogen atoms, at a distance 0:955 A with an angle 104:5 , which are covalently bonded to the oxygen atom. The permanent dipole moment of an isolated water molecule in the gas phase has been measured experimentally to be pðH2 OðgÞÞ ¼ 1:855 D (Lovas, 1978). In the condensed phase the water molecules interact with one another and the dipole moment is greater than the value of the isolated water molecule. Applying theoretical perturbation theory, Tu and Laaksonen (2000) studied the dipole moment of water in liquid phase with 256 water molecules at ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 404 Fig. 4. Electric thermodynamic system with notations. ATP 230 ± 20D H C N N C N+H2 C C + C C N CH O (HCOH)2 CH CH P O O O P O O (b) P O N- CH O 42D CH2 63 ° O O P O 80D 90D O O P O 230D O O + C N+H2 C CH H 199D O O P C N Mg Mg O HO C O (HCOH)2 CH2 194D O O P O 22.5Å N 42D 78 ° C H CH O (HCOH)2 CH2 17.9 Å O HO P O C N+H2 N- + C H (a) N ADP H C N N N- N H C O O (c) Fig. 5. (a) Dipole moment of ATP, (b) its vectorial form, measured and presented by Mitsuo (1956) and (c) estimation of the dipole moment of ADP. temperature T ¼ 298:15 K and for the average dipole moment they obtained pi ¼ 2:65 D ¼ 8:85 1030 Asm. Suzuki et al. (1997) found in microwave experiments that there are a large number of strongly restrained water molecules N ¼ 720 ð50Þ fixed in the myosin head (S1) that do not follow the microwave electric field as free water molecules. (If the water molecules are stuck in the proteins of the helix-type periodical structure at the same distances d as the ascending of a-helices, then d ffi 0:57 nm (Geeves and Holmes, 1999)—a distance that is about six times the size of the water molecule.) They also found that, in addition to the strongly restrained water molecules N ¼ 720 ð50Þ, the myosin head (S1) also contains N f ¼ 1410 ð80Þ weakly restrained water molecules. The weight ratio of total restrained water to S1 protein is thus ½ð720 þ 1410Þ 0:018=6:023 1023 =1:99 1022 ¼ 0:32, which is in the same range as the values (0.3–0.4) found for other proteins. To analyse the electric energy between dipoles p0 and pi ði ¼ 1; 2; . . . ; NÞ we need to define their mutual position and the directional axes h0 and hi of the dipoles p0 and pi , respectively. The dipole p0 makes an angle a ¼ ðh0 rÞ with the position vector r of the dipole pi , and the dipole pi makes an angle b ¼ ðrhi Þ with the position ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 vector, and the angle between axes h0 and hi is ðh0 hi Þ. The cosines of the angles are marked as m0 ¼ cosðh0 rÞ, mi ¼ cosðrhi Þ and m0i ¼ cosðh0 hi Þ. When the dipole moments p0 and pi are in the same plane, then ðh0 hi Þ ¼ ðh0 rÞ þ ðrhi Þ ¼ a þ b, i.e. m0i ¼ cosða þ bÞ (see Fig. 4). When we study the interaction of dipoles pi and pj we define the cosines of the angles correspondingly as mi ¼ cosðrhi Þ, mj ¼ cosðrhj Þ and mij ¼ cosðhi hj Þ. As our thermodynamic system is a small nano-scale system, the results have to be understood either as mean values of many similar myosin systems or as timeaveraged mean values for cycles of one myosin system repeated several times. 3.2. Electrostatic potential of the actin– troponin/ tropomyosin system without and with Ca2þ -binding The two actin filaments with the two tropomyosins coiling around it (see Fig. 1) make the system electrically almost cylindrically symmetrical. The electric potential C arising from the charges distributed along the actin–troponin/tropomyosin system satisfies Laplace’s equation outside the system (where there are no charges of the actin–tropomyosin system). In the cylindrical symmetric form, this equation is q2 c 1 qc q2 c þ þ ¼ 0, (10) qr2 r qr qx2 where x is the coordinate along the actin filament and r is the radial coordinate perpendicular to the x-axis. If the effective radius of the actin–tropomyosin is R0 , then Eq. (10) is valid when rXR0 . The solution to Eq. (10) can be found in the following form: cðr; xÞ ¼ f ðrÞgðxÞ þ hðrÞ (11) with the boundary condition qC=qr ! 0 when r ! 1. Substituting Eq. (11) into Eq. (10) gives 1 00 1 g00 ðxÞ f ðrÞ þ f 0 ðrÞ ¼ k2 ¼ const. (12) f r gðxÞ and 1 h00 ðrÞ þ h0 ðrÞ ¼ 0. r Solving the unknown functions f, g and h from (12)–(13) with the boundary condition and substituting them into Eq. (11), we obtain K 0 ðkrÞ r cos kx þ c1 1 ln cðr; xÞ ¼ c0 , K 0 ðkR0 Þ R0 (13) Eqs. then (14) where K 0 is the modified Bessel function of order zero, and c0 and c1 are the integration constants. The actin monomers are spaced periodically at distance a ¼ 5:5 nm along the F-actin (Geeves and Holmes, 1999). Hence, if we set k ¼ 2p=a in Eq. (12), the potential c 405 also varies periodically according to the actin’s structure. According to the studies of Bãnos et al. (1996), c0 can be approximated as c0 ¼ 12:5 mV corresponding to 0:5 kB T at T ¼ 298:15 K for a unit charge. The radius R0 is quite close to the diameter of the actin monomer and on the basis of the pictures of Narita et al. (2001), we take R0 ¼ a ¼ 5:5 nm. The radial component of the electric field is E r ¼ qc=qr. By integrating it along actins over N periodical monomers the periodical term ðcos kxÞ disappears and from Eq. (14) we obtain for the integrated mean value of radial component E r ¼ c1 =r. Applying Gauss’s theorem (Maxwell’s first equation in integrated form) for the actin–troponin/tropomyosin system we get Z Sqi ¼ E n dA 0 r Z ZA qc dA ¼ along around symmetric qr r¼R0 N actins N actintrop system ½0; Na ½at distance R0 c ¼ 1 2pR0 Na R0 ð15Þ from which we get c1 ¼ Sqi =ð0 r Þ , 2pNa (16) where 0 ¼ 8:854 1012 As=ðVmÞ and r ¼ 78:5. In the activated state Ca2þ is bound to troponin. Each tropomyosin is associated with seven actin subunits (Pollard and Earnshaw, 2002), i.e. 1 tropomyosin controls 7 actin monomers. So if we take the system as seven actin monomers long ðN ¼ 7Þ, but having two parallel coiled actin monomers (see Fig. 1), it contains two Ca2þ -ions, meaning that the net charge in the system is Sqi ¼ 2 2 1:6 1019 As. Substituting all the numerical values above into Eq. (16), we get c1 ¼ 0:004 V. As the numerical values of kr are large ðkrXkR 0 ffi¼ 2pÞ, we can use the approximation K 0 ðzÞ ffi pffiffiffiffiffiffiffi ez = 2pz and rewrite Eq. (14) as pffiffiffiffiffiffiffiffiffiffi cðr; xÞ ¼ c0 ½ekðrR0 Þ = r=R0 r cos kx þ c1 1 ln , ð17Þ R0 where the parameters are c0 ¼ 12:5 mV, c1 ¼ 4 mV, R0 ¼ a ¼ 5:5 nm and k ¼ 2p=a ¼ 1:142 nm1 . The equipotential surfaces with the function Cðr; xÞ given by Eq. (17) are shown in Fig. 6. When we study the electric field very close to the actin–tropomyosin system, we can use the distance s r R0 as a variable. When s is very small compared pffiffiffiffiffiffiffiffiffiffi with R0 we can use the approximations r=R0 ffi 1; ln r=R0 ¼ lnð1 þ s=R0 Þ ffi s=R0 , and Eq. (17) can be ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 406 nm 5.0 4.5 4.0 3.5 3.0 2.5 -1 mV 1 mV -1 mV -2 mV 2 mV 3 mV 4 mV 5 mV -2 mV 2.0 1.5 -3 mV -4 mV -5 mV 1.0 r-Ro -3 mV -4 mV -5 mV 0.5 0 0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 nm 9.0 9.5 10.0 10.5 11.0 nm Relaxed state (a) nm 5.0 4.5 4.0 2 mV 3.5 3.0 3 mV 2.5 ψ = 4 mV 2.0 1 mV 1.5 1.0 r-Ro 5 mV 6 mV 7 mV 8 mV Distance of ATP 0 mV -1 mV -2 mV -3 mV 0.5 1 mV 0 mV -1 mV -2 mV -3 mV 0 0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 Contraction state (b) Fig. 6. Equipotential surfaces cðr; xÞ ¼ const. outside the actin–tropomyosin system based on Eq. (17). The curves (a) are without calcium ions ðc1 ¼ 0Þ and (b) with calcium ions in troponin ðc1 ¼ 4 mVÞ. approximated as s ks cðs; xÞ ¼ c0 e cos kx þ c1 1 . R0 (18) In the x– s coordinates Laplace’s equation is q2 c=qx2 þ q2 c=qs2 ¼ 0, which the function cðs; xÞ given by Eq. (18) satisfies. 3.3. Electrostatic energy of the myosin system The electric potential at the point ðx; y; zÞ due to a point charge ðq0 Þ placed at the origin ð0; 0; 0Þ is V ðx; y; zÞ ¼ q0 1 ¼ q0 f ðx; y; zÞ, 4p0 r r (19) where r ¼ ½x2 þ y2 þ z2 1=2 and f ðx; y; zÞ ¼ ð1=4p0 r Þ ðx2 þ y2 þ z2 Þ1=2 . If we place at a distance h0 from the origin another point charge ðþq0 Þ, then the potential due to the pair of charges (þq0 at ð‘0 h0 ; m0 h0 ; n0 h0 Þ and q0 at ð0; 0; 0Þ) will be V 0 ðx; y; zÞ ¼ q0 f ðx ‘0 h0 ; y m0 h0 ; z n0 h0 Þ q0 f ðx; y; zÞ qf qf qf ð‘0 h0 Þ þ ðm0 h0 Þ þ ðn0 h0 Þ ¼ q0 qx qy qz þ q0 Oðh20 Þ d ¼ q0 h0 f ðx; y; zÞ þ q0 Oðh20 Þ, dh0 ð20Þ where ‘0 , m0 and n0 are the direction cosines of the axis h0 with the coordinate axis x; y and z, respectively. The differentiation of f into the direction of the axis h0 can be written as df =dh0 ¼ ‘0 qf =qx þ m0 qf =qy þ n0 qf =qz. ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 407 The notation Oðh20 Þ in Eq. (20) means that it contains h20 or higher terms of h0 in Taylor’s expansion. We can now diminish h0 and increase q0 in such a manner that their product remains the same, p0 ¼ q0 h0 ¼ constant, which is the dipole moment of the pair of charges. Mathematically, when the two point charges coincide in this manner, we get an ideal electric dipole (Maxwell, 1873). As q0 Oðh20 Þ ! 0, we see from Eq. (20) that the potential at the point ðx; y; zÞ will be d f ðx; y; zÞ dh0 p0 d 1 pm 1 ¼ ¼ 0 0 2, 4p0 r dh0 r 4p0 r r V 0 ðx; y; zÞ ¼ p0 ð21Þ where m0 ¼ cosðh0 rÞ is the cosine of the angle between the axis h0 (the direction axis of the dipole moment p0 ) and the position vector r. The projection of the change dh0 in the direction of the radius vector r is dr ¼ m0 dh0 , and hence dð1=rÞ=dh0 ¼ ð1=r2 Þ dr=dh0 ¼ m0 =r2 , which is used in Eq. (21). In the two-dimensional case, and if h0 is parallel to the x-axis, we have m0 ¼ x=r and Eq. (21) takes the form V 0 ðx; yÞ ¼ p0 x , 4p0 r r3 (22) 2 1=2 where r ¼ ½x2 þ y . We have located the origin of the potential V 0 ðx; yÞ of Eq. (22) in the ATP hydrolysis reaction point presented by Suzuki et al. (1997) and calculated some equipotential curves V 0 ðx; yÞ ¼ const. The results are drawn on the same scale as the myosin head and they are shown in Fig. 7. Let us then assume that there is a dipole molecule with a dipole moment pi in the electric potential field of V 0 and that it is located so that its positive charge ðqi Þ is at ðx; y; zÞ and its negative charge at ðx ‘i hi ; y mi hi ; z ni hi Þ, where ‘i ; mi and ni are the direction cosines of the axis hi with the coordinate axes x; y and z, respectively. The electrostatic energy of the dipole molecule is ui0 ¼ qi V 0 ðx; y; zÞ qi V 0 ðx ‘i hi ; y mi hi ; z ni hi Þ d V 0 ðx; y; zÞ þ qi Oðh2i Þ ¼ qi hi dhi and, in a way similar to Eq. (20), when hi becomes very small so that pi ¼ qi hi ¼ constant, we get dV 0 pi p0 d2 1 ui0 ¼ pi ¼ dhi 4p0 r dh0 dhi r pi p0 d m0 ¼ 4p0 r dhi r2 pp 1 ¼ i 0 3 ½m0i 3m0 mi , ð23Þ 4p0 r r where m0i ¼ cosðh0 hi Þ is the cosine of the angle between the axes h0 (direction of p0 ) and hi (direction of pi ) and Fig. 7. Illustration of the equipotential curves of the dipole moment of ATP based on Eq. (22). The curves are calculated with the dipole moment p0 ¼ 230 D ¼ 7:68 1028 Asm and with r ¼ 78:5. mi ¼ cosðrhi Þ is the cosine of the angle between the position vector r and the axis hi .1 The electrostatic energy of the dipole pi with respect to the dipole pj can be written analogously with Eq. (23) in the form pi pj dV j d2 1 uij ¼ pi ¼ dhi 4p0 r dhi dhj r pi pj 1 ¼ ½m 3mi mj , ð24Þ 4p0 r r3 ij where mi is the cosine of the angle between the position vector r and the direction of pi , mj is the cosine of the angle between the direction of r and pj , and mij is the cosine of the angle between the direction axes of pi and pj . In the myosin system the dipole moments p0 and pi ði ¼ 1; 2; . . . ; NÞ not only interact with each other but also with the electric potential field Cðx; y; zÞ generated by the actin–troponin/tropomyosin system. If the dipole molecule in the electric field is located so that its positive charge ðqi Þ is at ðx; y; zÞ and its negative charge ðqi Þ at 1 The projection of the change dhi in the direction of the radius vector r is dr ¼ mi dhi , i.e. dr=dhi ¼ mi . Let the projection of r in the direction axis of h0 be r0 . Then m0 ¼ r0 =r, and thus dr0 ¼ m0 dr þ rdm0 . On the other hand, the projection of dhi in the direction of h0 is dr0 ¼ m0i dhi , and thus m0i dhi ¼ m0 mi dhi þ rdm0 , i.e. dm0 =dhi ¼ ðm0i m0 mi Þ=r. Hence, dðm0 =r2 Þ=dhi ¼ ð2m0 =r3 Þðdr=dhi Þ þ ð1=r2 Þðdm0 = dhi Þ ¼ ðm0i 3m0 mi Þ=r3 . ARTICLE IN PRESS 408 M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 ðx ‘i hi ; y mi hi ; z ni hi Þ, then the electrostatic energy of the dipole molecule is W p ½GðBÞ GðAÞ ui ¼ qi cðx; y; zÞ qi cðx ‘i hi ; y mi hi ; z ni hi Þ d cðx; y; zÞ þ qi Oðh2i Þ ¼ qi hi dhi ¼ ½GðBÞ GðAÞ ½UðBÞ UðAÞ. and, in a mathematically similar way to Eqs. (20)–(21), when hi becomes very small but qi increases so that pi ¼ qi hi ¼ constant, we get dc qc qc qc þ mi þ ni ui ¼ pi ¼ pi l i . (25) dhi qx qy qz When the potential function Cðx; y; zÞ can be given by Cðx; sÞ with two variables x and s as in Eq. (18), where s ¼ sðy; zÞ is the radial distance from the surface of the actin–troponin system, Eq. (25) may be written as dc qc qc þ si ui ¼ pi ¼ pi l i , (26) dhi qx qs where si is the direction cosine of the dipole pi with the radial distance direction from the actin–troponin system perpendicular to the x-axis. The electric energy of the dipole moment p0 with respect to the electric potential field C can be written similar to Eq. (25) or to Eq. (26) as dc qc qc þ s0 u0 ¼ p0 ¼ p0 l 0 . (27) dh0 qx qs Altogether, with Eqs. (23)–(24) and (26)–(27), the total electrostatic energy of the myosin system is X dV 0 1 X dV j dc U¼ pi þ pi þ p0 2 dh dh dh i i 0 i i;j X dc þ pi , ð28Þ dhi i where the summation is taken over all i ði ¼ 1; 2; . . . ; NÞ and over all pairs ði; jÞ of dipoles, but iaj. The factor 12 is included in Eq. (28) because all pairs of dipoles ðpi ; pj Þ are counted twice in the summation. 3.4. Total free energy and Earnshaw’s theorem As it is possible for the changes in the electrostatic energy U to be transformed into work W, we can combine Eq. (28) with the Gibbs free energy G and define the total free energy G of the myosin system as follows: G ¼ GðT; p; n1 ; . . . ; nm Þ þ Uðp0 ; V 0 ; m0 ; pi ; mi ; cÞ. for any isothermal and isobaric process A ! B is (29) Hence, the total entropy of the myosin system can be written as S ¼ qG=qT ¼ ðqG=qTÞ þ ðqU=qTÞ, where the temperature dependence of U is in terms of the dipole moments and in the dielectric constant r . According to the second law of thermodynamics, the maximum amount of work W taken out of the system ð30Þ In the completed hydrolysis reaction of ATP the electrostatic energy term makes a cycle process, and thus UðBÞ ¼ UðAÞ, and W p ½GðBÞ GðAÞ, as we estimated before by Eq. (8). As the actual reaction times are very short, we have W ¼ 0 during the reactions, and hence from Eq. (30) for any reaction step ðA ! BÞ we get GðBÞ þ UðBÞpGðAÞ þ UðAÞ. (31) If state A is such that it gives the minimum value for the total free energy G ¼ G þ U, then it is a stable equilibrium. It is stable, i.e. it cannot change, because being the minimum value, it should increase; this is, however, impossible due to the inequality (31). Hence, the minimum value of the total free energy G gives the stable equilibrium state when T and p are kept constant: G ¼ GðT; p; n1 ; . . . ; nm Þ þ Uðp0 ; V 0 ; m0 ; pi ; mi ; cÞ ¼ min ! ð32Þ Taking the total differential of G with constant T and p, we get the following necessary condition for the minimum of G: dG ¼ dG þ dU ¼ 0. (33) There is an elegant classical theorem called Earnshaw’s theorem expressed originally as: ‘‘A charged body placed in a field of electric force cannot be in stable equilibrium’’. This means that as far as there is an electric force or torque affecting the electric system with distributed charges, such as in this case the dipole moments, the system cannot be in stable equilibrium. The only way to reach the stable equilibrium state is for the dipole moments to move and rotate until the electrostatic energy U reaches its minimum value, after which the electric forces that we obtain from the derivatives of U disappear. Mathematically the minimum of the electrostatic energy U means that dU ¼ 0 in the stable equilibrium state. The proof of Earnshaw’s theorem can be found in the book by Maxwell (1873, p. 174). Hence, we see from Eq. (33) that in the stable equilibrium state also dG ¼ m X qG dnk ¼ 0, qn k k¼1 (34) which is the same as Eq. (5) that we have already used for the equilibrium states. ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 4. Analysis of the electric energy and ATPs hydrolysis cycle 4.1. Electric energy between ATP and restrained water molecules Let us now suppose that the dipole p0 is fixed within the myosin structure as well as the dipole pi so that the dipole pi can rotate around its own center. The direction of the lowest energy of the dipole pi with respect to the dipole p0 is reached when the direction of pi ðhi Þ is parallel to the electric field ðgrad V 0 Þ, i.e. dV 0 grad V 0 ðminÞ ¼ pi grad V 0 dhi jgrad V 0 j " 2 2 #1=2 qV 0 qV 0 qV 0 2 ¼ pi þ þ , ð35Þ qx qy qz ui0 ðminÞ ¼ pi where grad V 0 ¼ ðqV 0 =qx; qV 0 =qy; qV 0 =qzÞ. Using Eq. (21) we get analogously with Eq. (23) qV 0 q p0 d 1 ¼ qx qx 4p0 r dh0 r p0 1 ¼ ð3mx m0 mx0 Þ, ð36Þ 4p0 r r3 where mx ¼ cosðrxÞ; m0 ¼ cosðrh0 Þ and mx0 ¼ cosðxh0 Þ. In a similar way we can express the other derivatives and as a result we get qV 0 2 qV 0 2 qV 0 2 þ þ qx qy qz 2 p0 1 ¼ ½ð3mx m0 mx0 Þ2 4p0 r r6 þ ð3my m0 my0 Þ2 þ ð3mz m0 mz0 Þ2 2 p0 1 ½1 þ 3m20 , ¼ 4p0 r r6 ð37Þ where we have used the identities m2x þ m2y þ m2z ¼ 1; m2x0 þ m2y0 þ m2z0 ¼ 1 and mx mx0 þ my my0 þ mz mz0 ¼ m0 (the cosine of the angle between lines r and h0 with direction cosines mx , my , mz and mx0 , my0 , mz0 , respectively). Substituting Eq. (37) into Eq. (35) we obtain for the minimum, and correspondingly for the maximum value, pi p0 1 ð1 þ 3m20 Þ1=2 , 4p0 r r3 pp 1 ui0 ðmaxÞ ¼ þ i 0 3 ð1 þ 3m20 Þ1=2 . 4p0 r r ui0 ðminÞ ¼ ð38Þ Independent of the orientation of the dipole pi the amount of electric energy stored with dipoles p0 and pi is always between the minimum and maximum values of Eq. (38), which also means that ð1 þ 3m20 Þ1=2 pm0i 3m0 mi pð1 þ 3m20 Þ1=2 . (39) 409 Let us assume that the dipole moments pi are uniformly distributed along a circle r ¼ constant. The mean value of the cosine term in Eq. (38) can then be defined as ð1 þ 3m20m Þ1=2 Z p=2 1 ½1 þ 3cos2 a0 1=2 da0 ffi 1:542, p=2 0 ð40aÞ which is the approximative value of the elliptic integral. The corresponding mean cosine is m0m ¼ 0:678 and the angle a0m ¼ 0:827 ðradÞ ¼ 47:3 . Let us assume that the dipole moments pi are uniformly distributed around the ATP-binding site ðr0 X1:5 nmÞ up to the actin-binding site (r1 p4:0 nm; Geeves and Holmes, 1999). Then we can define the mean distance rm for Eq. (38) as Z r1 ðp=4Þðr21 r20 Þ ðp=2Þr dr , r3m r3 r0 which gives rm ¼ ½r0 r1 ðr1 þ r0 Þ=21=3 . (40b) With the numerical values of r0 ¼ 1:5 nm and r1 ¼ 4:0 nm above we get rm ¼ 2:54 nm. Substituting the numerical values given in Section 3.1 into Eq. (38) we obtain ui0 ðmaxÞ ¼ ui0 ðminÞ ¼ ¼ pi p0 1 ð1 þ 3m20m Þ1=2 4p0 r r3m 8:85 1030 7:68 1028 1 4p 8:854 1012 78:5 ð2:54 109 Þ3 1:542 ¼ 7:32 1023 J, ð41Þ and if the number of water molecules is N ¼ 720, we get E Nui0 ðmaxÞ ¼ 32 kJ=mol. Hence, we get an important estimation for the energy storage variation between dipole moments p0 and pi when only constrained water molecules are included: X dV 0 pi p þ E, (42) Ep dhi i where E ¼ 32 kJ=mol. 4.2. Electric energy of the myosin head with respect to the actin Near the surface of the actin–tropomyosin system the electric potential C can be approximated by Eq. (18), from which the electric field can be derived as qc ¼ c0 keks sin kx qx (43) qc c ¼ c0 keks cos kx þ 1 , qs R0 (44) where the coordinate system is fixed with the actin. ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 410 Let us consider a dipole pi which is located in the myosin head at point xi on the x-axis and at distance si from the surface of the actin. Suppose that the dipole pi makes an angle gi with the x-axis and an angle di with the radial direction of the actin, i.e. with the s-direction (Fig. 8). Thus, from Eqs. (26) and (43)–(44) we get for the energy of the dipole pi in the electric field of the actin pi dc ¼ pi c0 keksi ½sin kxi cos gi þ cos kxi cos di dhi c pi 1 cos gi . ð45Þ R0 Assuming that the dipoles pi are equal in size, pi ¼ p, and that approximately half of the dipoles ðN=2Þ are located in the half of the myosin head that is in contact with the actin, we may write the total electric energy as X X dc ¼ pc0 k eksi ½sin kxi cos gi dhi i c X þ cos kxi cos di p 1 cos di R0 i pi i ¼ E 0 ðsin kx0 cos gm þ cos kx0 cos dm Þ E 1 cos dm1 , ð46Þ where N ksm X ksi e ¼ e ; 2 i E1 ¼ E0 ¼ N pc0 keksm , 2 N c1 p , 2 R0 ð47Þ and the mean angles gm , dm and dm1 are defined as X eksi sin kxi cos gi , ðN=2Þeksm sin kx0 cos gm ¼ i (48a) ðN=2Þeksm cos kx0 cos dm ¼ X eksi cos kxi cos di , i (48b) ðN=2Þ cos dm1 ¼ X cos di . (48c) i The average location of the dipoles pi in the myosin head in the x-axis is marked by x0 in Eq. (46). As we do not know the angles gi and di of the dipoles pi , we cannot determine the mean angles gm , dm and dm1 from Eq. (48). However, with certain assumptions we can derive from Eq. (46) some important relations of the interactions between the myosin head and the actin. Let us assume that the myosin head attaches to the actin tangentially as shown in Fig. 8 and that the dipoles pi are uniformly distributed along the myosin head. Then the mean distance sm from the cylindrical surface of the actin–tropomyosin system (with radius R0 ) to the myosin head defined by Eq. (47) can be calculated as Z H1 pffiffiffiffiffiffiffiffiffiffi 2 1 2 ksm e ¼ ekð R0 þy R0 Þ dy, (49) H1 0 where H 1 ¼ 4 nm (the height of half of the myosin head), R0 ¼ 5:5 nm and k ¼ 2p=a ¼ 1:142 nm1 . By numerical integration we obtain from this for the mean distance sm ¼ 0:37 nm, and thus E 0 ¼ 3:0 1020 J ¼ 18 kJ=mol and E 1 ¼ 2:3 1021 J ¼ 1:4 kJ=mol. The electric energy of the dipole moment p0 can be written as in Eq. (46): dc ¼ E p0 ðsin kx0 cos g0 þ cos kx0 cos d0 Þ dh0 E p1 cos d0 , ð50Þ qffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi where s0 ¼ R20 þ H 21 R0 ¼1:30 nm, E p0 ¼ p0 c0 keks0 p0 ¼ 2:5 1021 J ¼ 1:5 kJ=mol and E p1 ¼ p0 c1 =R0 ¼ 5:6 1022 J ¼ 0:3 kJ=mol, where we have used the value Fig. 8. Myosin head in tangential contact with the actin system (Bagshaw, 1994). The angles and distances used in the theory. ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 of p0 ¼ 7:68 1028 Asm. From these numerical values we see that the electric energy of Eq. (46) is much more important than that of Eq. (50). 4.3. The mutual interaction energy between strongly constrained water molecules Let us look at a dipole pj and the dipoles pi , which are very close to it. To find the minimum energy we assume that the nearest dipoles pi of pj are not randomly orientated but parallelly orientated so that they form a chain. Let us fix the coordinate system to the dipole pj so that the dipole pj is at the origin and the axis hj points out in the direction of the dipole pj . Hence, the dipoles pi on the positive side of hj make angles ðhi hj Þ ¼ 0, ðrhi Þ ¼ 0 and ðrhj Þ ¼ 0, and thus mij ¼ cosðhi hj Þ ¼ 1, mi ¼ cosðrhi Þ ¼ 1 and mj ¼ cosðrhj Þ ¼ 1. Correspondingly, for the dipoles pi located on the same line of hj but on the negative side of the dipole pj we have ðhi hj Þ ¼ 0, ðrhi Þ ¼ p and ðrhj Þ ¼ p, and thus mij ¼ 1, mi ¼ 1 and mj ¼ 1. So in both cases ðmij 3mi mj Þ ¼ 1 3 ¼ 2, which is its minimum value as we see from Eq. (39): mij 3mi mj X ð1 þ 3m2j Þ1=2 X 2 ð1pmj p1Þ. If the dipoles make chains at equal distances d from each other, and if the dipole moments are all equally large ðpi ¼ pj ¼ pÞ, then X dV j 1 X pi pj pi ¼ ð1 3Þ 4p0 r i ðidÞ3 dhi i ð2Þ 2 1 1 1 1 ¼ p 2 þ þ þ , ð51Þ 4p0 r d 3 13 23 33 where the factor 2 comes from the summation of positive and negative sides of the hj -axis. The sum is the value of the Riemann zeta Pof the series 3 function 1 1=k ffi 1:202, and hence k¼1 X i pi dV j 4:808 p2 . 4p0 r d 3 dhi (52) The remarkable thing in the summation of Eq. (51) is that the series converges very rapidly; only a few terms need to be taken into the summation. Physically it means that the length of the chain is not important. We can have several separate chains instead of one longer one, and if the total number of dipoles in both cases is the same, the energy will be approximately the same. Let us assume that the strongly restrained water molecules ðN ¼ 720Þ can nearly all make such chains with each other in the myosin head. Then the lowest value of the total electrostatic energy in the chains of the dipoles is 1 X dV j 1 4:808 p2 pi N Ec. 2 i;j 2 4p0 r d 3 dhi (53) 411 Substituting the distance d ¼ 0:57 nm (Section 3.1) into Eq. (53) we obtain E c ¼ 8:2 1021 J ¼ 51 kJ=mol. If the dipoles pi and pj are randomly orientated, then there will always be equal positive and negative energy pairs and the total sum of the energy is zero. Hence, the electrostatic energy variation between the random state’s zero energy and the minimum energy is 1 X dV j 0X p XE c . (54) 2 i;j i dhi After the completed power stroke cycle and in the absence of ATP, the strongly restrained water molecules will reorientate back to their initial directions so that the electric energy of Eq. (54) together with Eq. (46) gets the minimum value. In an ideal case the configuration of the myosin head can simultaneously change so that the total electric energy U remains constant (see Fig. 9). 4.4. On the electric energy of weakly restrained water molecules Under the influence of the electric field E the energy density u ðJ=m3 Þ in the electrostatic field can be written as u ¼ 12E D ¼ 12E ð0 E þ Pf þ PÞ ¼ 120 r E 2 þ 12E P, ð55Þ where D is the electric displacement field, Pf ¼ 0 ðr 1ÞE is the linearly dependent polarization field (field induced dipole moment/unit volume) and P is the polarization field generated by the dipole moments p0 and pi that are strongly fixed within the myosin system. The weakly restrained water molecules rotate freely around their fixed positions as normal free water. Hence, the electric energy for a weakly restrained water molecule can be estimated as 1 1 E 2 38 2 0 r E ffi 1:04 10 J uf ¼ , (56) nw 2 V=m where nw is the number of water molecules per unit volume, i.e. nw ¼ 3:34 1028 1=m3 . Another way to estimate the electric energy for a weakly restrained water molecule is to use the Langevin–Debye equation (Reitz et al., 1993) p2 E 2 uf ¼ a0 0 þ , E 2 ffi 0:64 1038 J V=m 3kB T (57) where a0 is the electronic polarizability of a water cluster for which Ghanty and Ghosh (2003) have calculated a value a0 ¼ 1:12 1029 m3 . For the dipole moment of a water molecule we have used the value p ¼ 8:85 1030 Asm (Section 3.1). ARTICLE IN PRESS 412 M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 Fig. 9. Gibbs free energy and electric energy diagrams for actomyosin ATP hydrolysis. (a) One power stroke, (b) two power strokes ðT ¼ ATP; D ¼ ADP; P ¼ Pi ; M ¼ myosin; A ¼ actinÞ. The mean radial electric field (at r ¼ rm ¼ 2:54 nm) induced by the dipole moment p0 can be derived from Eq. (21): qV 0 pm 1 p 1 ¼ 0 0 3 p 0 3 ¼ 1:1 107 V=m. qr 2p0 r rm 2p0 r rm (58) The mean electric field (at sm ¼ 0:37 nm) induced by the potential field of the actin can be estimated from Eqs. (43) to (44) jgrad cjpc0 keksm þ c1 =R0 ¼ 1:0 107 V=m. (59) Combining Eqs. (58) and (59) we see that Ep2:1 107 V=m and hence using Eq. (56) we get an upper limit estimation for the electric energy of weakly restrained water molecules (N f ¼ 1410; Section 3.1): E f ¼ N f uf p1410 1:04 1038 ð2:1 107 Þ2 ¼ 6:5 1021 J ¼ 4 kJ=mol. ð60Þ That is a small amount compared with the energy variations of strongly restrained water molecules, as we see from Eqs. (42) and (46) and (54). Therefore, the weakly restrained water molecules can be left out of the terms of Eq. (28). 4.5. Electric energy changes of ATPs binding and hydrolysis process At each reaction step of ATP the electric dipole moment and its direction may change: ðp0 ; h0 Þ ! ðp00 ; h00 Þ, or we may also write it as ðp0 ; V 0 Þ ! ðp00 ; V 00 Þ. As a consequence of this, the electric energy stored in the myosin system changes: dc 0 0 dc U U ¼ p0 0 p0 dh dh0 " 0 # X dV 0 X dV 0 0 þ pi pi . ð61Þ dhi dhi i i ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 As the reaction time itself is very short, the directions of the dipole moments pi do not have time to turn or to move during the reaction, and therefore the other two terms of Eq. (28), which do not contain p0 or V 0 , will not change, and are not included in Eq. (61). The second bracketed term in Eq. (61) is much more important than the first bracketed term, as we can see by comparing Eq. (42) with Eq. (50). On the other hand, Eq. (31) is valid for any reaction step, i.e. Uðp00 ; V 00 ; m00 ; pi ; mi ; cÞ Uðp0 ; V 0 ; m0 ; pi ; mi ; cÞ p ½GðT; p; n01 ; . . . ; n0m Þ GðT; p; n1 ; . . . ; nm Þ, ð62Þ or briefly U 0 Up ðG 0 GÞ ¼ DG. In the ideal case, in the reversible process, there is an equality in Eq. (62). If DGo0, we then see that U 0 2U can be positive, meaning that the electric energy can be charged by the chemical reaction energy. On the other hand, if DG40, then necessarily U 0 Up DGo0, which means that the electric field energy is converted to ‘‘help’’ the reaction to proceed in a ‘‘non-spontaneous’’ ðDG40Þ direction. (An example of this is the removal of ADP from the acto-myosin system ðA M D ! A M þ DÞ, Fig. 3). Let us then consider the hydrolysis cycle of ATP shown in Fig. 3. The first step of the cycle is ATPs binding to the actomyosin system ðT þ A M ! A M TÞ, for which the Gibbs free energy change was estimated as DG ¼ 33:4 103 J=mol as shown in Fig. 3. (With aATP ¼ 4 103 the corresponding value is DG ¼ 36:0 103 J=mol; Kodama, 1985.) In ATPs binding step the electrical change of the system is ðp0 ¼ 0; V 0 ¼ 0Þ ! ðp00 ¼ 230D; V 00 Þ, 413 molecules with the same dipole moment p0 is given by Eq. (42) (DU II p64 kJ=mol, Fig. 9). As the ATP hydrolysis process is a cyclic process, at the end of it the electric energy has to have the same value again as at the beginning of the process. Therefore, after the power stroke process, or possibly after several power stroke processes, a change is required for the dipole moment p0 , which can then return the electric energy of the myosin system to its initial value. This is done by the ATP hydrolysis reaction, which reduces the dipole moment ðp0 ! p00 Þ by the dissociation of the phosphate group from the actomyosin system ðA M D P ! A M D þ PÞ and for which we have the remarkable Gibbs free energy change DG ¼ 22:8 103 J=mol as shown in Fig. 3. (With ap ¼ 2 103 the corresponding value is DG ¼ 21:1 103 J=mol; Kodama, 1985.) Substituting Eq. (61), and using only its second bracketed term, which is much more significant, into Eq. (62), we get for the hydrolysis reaction X dV 0 X dV 0 0 pi pi dhi dhi i i p DG ¼ 22:8 103 J=mol. ð64Þ On the other hand, the left-hand side of Eq. (64) can be estimated with the aid of Eqs. (41) and (42) as follows: X dV 0 X dV 0 0 pi pi dh dhi i i i ffiN p 1 1=2 ½ðp00 Þð1 þ 3m02 0m Þ 4p0 r r3m ðp0 Þð1 þ 3m20m Þ1=2 " # p00 ð1 þ 3m00m 2 Þ1=2 ¼E 1 , p0 ð1 þ 3m20m Þ1=2 ð65Þ which on the basis of Eq. (61) means that 0 U U ¼ p00 dc X dV 00 þ pi dh0 dhi i pðE p0 þ E p1 Þ þ E ¼ 33:8 kJ=mol, ð63Þ where we have also used Eqs. (42) and (50) with the numerical values of E p0 ¼ 1:5 kJ=mol; E p1 ¼ 0:3 kJ=mol and E ¼ 32 kJ=mol. As the maximum value of ðU 0 UÞ in Eq. (63) is so close to ðDGÞ presented above, this means that theoretically the whole Gibbs free energy change of ATPs binding to the actomyosin system can be stored in the form of electrostatic energy, presuming that the dipole moments pi are properly orientated before ATPs binding (DGðbindingÞ ¼ DU I in Fig. 9). The electric energy charged in the myosin system can then be converted into work by reducing the electric energy U. From Eq. (30) we see that for each electrical working step W p DU. The lowest value for the electric energy between ATP and constrained water where p00 is the dipole moment of ADP and m00m is the mean direction cosine of the dipole p00 . This can differ from m0m as it is not only the dipole moment (p0 ) that changes when the phosphate group is removed from ATP, but also the direction ðh0 Þ of the dipole moment that is changed. The mean cosine of the orientation angle of the dipole moment p0 ¼ 230 D before the reaction is according to Eq. (40a) m0m ¼ 0:678 ð47:3 Þ. After the hydrolysis reaction the dipole moment is p00 ¼ 90 D and the angle of the dipole orientation is changed about 15 (Fig. 5). Hence, m00m ¼ ½cosð47:3 þ 15 Þþ cosð47:3 þ 15 Þ=2 ¼ 0:655. Substituting these numerical values (with E ¼ 32 kJ=mol, Eq. (42)) into Eq. (65), we obtain X dV 0 X dV 0 kJ 0 , (66) pi pi ¼ 19:7 mol dh dh i i i i which is close to the value of the Gibbs free energy change ðDGÞ of the hydrolysis reaction, Eq. (64). ARTICLE IN PRESS 414 M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 Hence, the electric dipole moment is decreased appropriately so that the hydrolysis reaction energy ðDGÞ can be converted into electric form (DU III in Fig. 9). This makes it possible to return the electric energy to its initial value, which is necessary in order to remove the electric dipole p00 from the system. After the hydrolysis reaction, a certain amount of work can be done with the aid of the smaller dipole p00 (DU IV in Fig. 9). After that the ADP molecule is removed and the ATP hydrolysis cycle is completed. In Fig. 9 we have illustrated the whole hydrolysis cycle with the corresponding changes of the electric energy in the myosin system. In Fig. 9 we have also illustrated the process when the hydrolysis cycle consists of two power strokes. If the change of DU for one power stroke cycle is much less than the energy U charged in the system, then it is possible that the myosin head can perform several power strokes before the electric energy U is discharged. However, after the hydrolysis reaction only one power stroke is possible. Fig. 9 represents the ideal process, where the efficiency of the hydrolysis cycle corresponds to the theoretical maximum, i.e. W ¼ DG, where DG is the Gibbs free energy change of the completed ATP hydrolysis reaction. 5. Combining electric theory with the mechanics of the acto-myosin system 5.1. General formulae of electric forces and torques between ATP and restrained water molecules The decrease in the electrically stored interaction energy ðui0 Þ between the dipole p0 and the myosin structure fixed dipole pi , Eq. (23), is the primary energy source for the mechanical rotation of the myosin head. Applying the principal of virtual work, we derive formulae for the electric forces in the general case from Eq. (23) and then in the minimum energy state from Eq. (38). The mathematical method is the same that Maxwell (1873) used for magnets. Let us choose an arbitrary direction of hk and let us move the dipole pi by the distance dhk in this direction. Applying the principle of virtual work, we get from Eq. (23) the force F k acting on the dipole pi parallel to the line hk : dui0 pi p0 d3 1 ¼ Fk ¼ dhk 4p0 r dh0 dhi dhk r pi p0 d 1 ¼ ðm 3m0 mi Þ 4p0 r dhk r3 0i pp 1 ¼ 3mk i 0 4 ðm0i 5m0 mi Þ 4p0 r r pp m pp m ð67Þ þ 3m0k i 0 4i þ 3mik i 0 40 , 4p0 r r 4p0 r r where mk ¼ cosðrhk Þ; m0k ¼ cosðh0 hk Þ and mik ¼ cosðhi hk Þ.2 On the other hand, the force F k can be compounded of three forces F r , F 0 and F i that are in the directions of r, h0 and hi , respectively. Using this component expression the force F k can be written as F k ¼ F r mk þ F 0 m0k þ F i mik . (68) Comparing Eqs. (67) and (68) we see that 3pi p0 1 ðm 5m0 mi Þ, 4p0 r r4 0i 3p p 1 3p p 1 F 0 ¼ i 0 4 mi ; F i ¼ i 0 4 m0 . 4p0 r r 4p0 r r Fr ¼ ð69Þ When the dipole pi is orientated so that the minimum value of Eq. (38) is reached, the axis of the dipole pi is in the same plane as the dipole p0 . Suppose that we now have the minimum state and let us then move the dipole pi in this plane in the direction of hk by a step dhk . As before, we get the force by the principal of virtual work: dui0 ðminÞ pp d 1 2 1=2 ¼ i 0 ð1 þ 3m Þ Fk ¼ 0 dhk 4p0 r dhk r3 " # p i p0 3 1 þ 4m20 m0 ¼ m m . 4p0 r r4 ð1 þ 3m20 Þ1=2 k ð1 þ 3m20 Þ1=2 0k ð70Þ On the other hand, the force can be written as F k ¼ F r mk þ F 0 m0k (71) and hence, comparing Eqs. (70) and (71) we get Fr ¼ pi p0 3 1 þ 4m20 , 4p0 r r4 ð1 þ 3m20 Þ1=2 F0 ¼ þ pi p0 3 m0 . 4 4p0 r r ð1 þ 3m20 Þ1=2 ð72Þ The force F r in Eq. (72) is always negative, which means that the myosin system tends to a state where the ATP molecule attracts all the restrained water molecules around it. Due to the mathematical abstraction of the dipole moment into one point (derivation of Eq. (21)) the forces derived above are not able to give the electric torques in a general case. Therefore, we also need to derive the electric torques by the principle of virtual work from the electric energy. Let us assume that the 2 As d=dhk ½ð1=r3 Þðm0i 3m0 mi Þ ¼ ð3=r4 Þðdr=dhk Þðm0i 3m0 mi Þ þ ð1=r3 Þ½dm0i =dhk 3ðdm0 =dhk Þmi 3m0 ðdmi =dhk Þ we get Eq. (67) by substituting here dr=dhk ¼ mk , dm0i =dhk ¼ 0, dm0 =dhk ¼ ðm0k m0 mk Þ=r and dmi =dhk ¼ ðmik mi mk Þ=r (as in the derivation of Eq. (23)). ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 415 Fig. 10. (a) Electric forces and torques between ATP and restrained water molecules at the minimum state of electric energy. (b) Orientation of the dipoles pi around p0 at the minimum state of electric energy. (c) Torques affecting the myosin head. dipole p0 makes an angle a ¼ ðh0 rÞ with the position vector r of the dipole pi , i.e. m0 ¼ cos a, and that the dipole pi makes angle b ¼ ðrhi Þ with the position vector r, i.e. mi ¼ cos b. To simplify the analysis, let us assume that the dipole moments p0 and pi are in the same plane, which means that ðh0 hi Þ ¼ ðh0 rÞ þ ðrhi Þ ¼ a þ b, i.e. m0i ¼ cosða þ bÞ. The myosin head can be separated by two sites, the actin-binding site and the catalytic site, which receives ATP, and these two sites can rotate around a narrow junction O. Let the dipole p0 be placed at the junction O and let the orientation of the dipole p0 be parallel with the x-axis as shown in Fig. 10. Mathematically the dipoles pi around p0 are located in two sectors: 0oaop=2 (sector I, the catalytic site) and 04a4 p=2 (sector II, the actin-binding site). The rotational movement of the dipole pi can be thought of as being composed of two rotations with the angle changes of a and b. The change in the electric energy ui0 of Eq. (23) can be written as " # qui0 qui0 da þ db dui0 ¼ qa b qb a ¼ M ai da þ M bi db, ð73Þ where the electric torques are defined as qui0 M ai qa b ¼ pi p0 1 ½sinða þ bÞ 3 sin a cos b, 4p0 r r3 qui0 qb a pp 1 ¼ i 0 3 ½sinða þ bÞ 3 cos a sin b. 4p0 r r ð74Þ M bi ð75Þ According to these definitions, the electric torques M ai and M bi are positive if the electric forces tend to increase the angles a and b, respectively. The angles a and b are defined to be positive in the clockwise direction. The decrease in the electric energy ðdui0 Þ is converted into mechanical work with the aid of the torques M ai and M bi : dW ¼ dui0 ¼ M ai da þ M bi db. (76) The mechanical work can be transferred to the surroundings by the actin or it can be stored in other parts of the myosin system. The discharge process of the electric energy ui0 , Eq. (23), depends on the torques M ai ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 416 and M bi which in turn depend on how the angles a and b change during the rotation. In the following we will study the electric torques and the rotational motion of the myosin head with different possible angle changes of a and b. 5.2. Analysis of electric torques with different angle changes of dipoles Rotation with steepest gradient: Let us then assume that the angles a and b change in such a manner that the decrease in the electric energy ui0 is maximal, i.e. qui0 qui0 ; ðda; dbÞ is parallel with , (77) qa qb which, using the definitions of Eqs. (74)–(75), means that da db ¼ . M ai M bi (78) Using Eqs. (73) and (78) the change of electric energy can now be written as dui0 ¼ ðM ai da þ M bi dbÞ ¼ ðM 2ai þ M 2bi Þ ¼ ðM 2ai þ M 2bi Þ db . M bi da M ai ð79Þ As dui0 o0 we see from Eq. (79) that if da40, then necessarily M ai 40, and vice versa, if dao0, then necessarily M ai o0. Similarly, if db40, then necessarily M bi 40, or if dbo0, then necessarily M bi o0. Hence, in both cases, every dipole pi independent of its angles ða; bÞ transfers positive rotational work according to Eq. (76). As a simple illustration of the process of Eq. (78) let us consider a dipole pi for which at some instant of time a ¼ b. Due to the symmetry of ui0 ; ui0 ða; bÞ ¼ ui0 ðb; aÞ, we see from Eqs. (74) and (75) that M ai ¼ M bi when a ¼ b. Hence, the rotation of the dipole pi around p0 proceeds if ‘‘we were tightening the wheel nut of a car’’; the rotation angle of a corresponds to the rotation of b, both in the same direction and by an equal amount, da ¼ db. General rotation theory and total torque: In a general case let us suppose that the dipole pi has turned the myosin structure by an angle dj around the joint O. Then the work done by the electric forces will be ðdui0 =djÞdj, and the total moment of the electric forces turning the myosin structure will be dui0 qui0 da qui0 db ¼ dj qa dj qb dj da db þ M bi . ¼ M ai dj dj Mi ð80Þ Due to the elastic structure of the myosin head, the term db=dj in Eq. (80) can be greater than one, i.e. the water molecule can turn more than the myosin structure turns and in this way increase the total torque effectively. The sum of internal forces of the myosin system is zero, and also the sum of the internal moments of forces M i is zero (otherwise the dipole moment p0 would rotate): X X Mi þ M i ¼ 0, (81) i2I i2II where the dipole system is divided into two rotatable sectors I and II as shown in Fig. 10. However, as the rotational angles are different for those two parts ðdjNO adjOA Þ, the internal moments of forces can do positive internal work, which can be written as ! ! X X dW ¼ M i djNO þ M i djOA i2I i2II ¼ MðdjNO djOA Þ ¼ Mdjo , ð82Þ where the change of the total torsion angle of the myosin head is defined as djo djNO djOA (see Fig. 2). The work can also be written as X dui0 X dui0 dW ¼ djNO þ djOA djNO djOA i2I i2II ! X q X ¼ ðdui0 Þ ¼ ui0 djo . ð83Þ qjo i i Hence, the total electric torque can be expressed either by Eq. (82) or by Eq. (83) as ! X X q X M¼ Mi ¼ ðM i Þ ¼ ui0 qjo i i2I i2II ! q X dV 0 ¼ pi . ð84Þ qjo dhi i In a general case it is complicated to estimate the electric torque M as it depends on how the dipoles pi are orientated and how they turn around during the rotation process of the myosin head. However, we can derive a formula for the torque M in an important special case, at the minimum state of electric energy, which is useful for understanding the scissors-shaped motion of the myosin head. Total torque at the minimum state of electric energy: Let us assume that the dipole pi has rotated with respect to the angle b into such an orientation that its energy ui0 has decreased to the minimum value (Eq. (38)) ui0 ðminÞ ¼ pi p0 1 ð1 þ 3cos2 aÞ1=2 . 4p0 r r3 (85) ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 We can now easily see that at the minimum state of electric energy, the electric field ðgrad V 0 Þ is parallel with the dipole pi , which means that the electric torque M bi vanishes: sin a cos b 2 cos a sin b ¼ 0, i.e. tan a ¼ 2 tan b. Hence, if M bi ¼ 0, then ½cosða þ bÞ 3 cos a cos b2 ¼ ½cosða þ bÞ 3 cos a cos b2 þ ½sin a cos b 2 cos a sin b2 ¼ 1 þ 3cos2 a from which we get m0i 3m0 mi ¼ cosða þ bÞ 3 cos a cos b ¼ ½1 þ 3cos2 a1=2 , and thus from Eq. (23) we obtain Eq. (85). When the dipole moment p0 is in the direction of the x-axis and y is perpendicular to x, then m0 ¼ cos a; mx ¼ m0 ; mx0 ¼ 1, qffiffiffiffiffiffiffiffiffiffiffiffiffi my ¼ 1 m20 ; my0 ¼ 0 grad V 0 ¼ ðqV 0 =qx; qV 0 =qyÞ qffiffiffiffiffiffiffiffiffiffiffiffiffi ¼ þ constant ð3m20 1; 3 1 m20 m0 Þ ð86Þ according to which the gradients of V 0 have been drawn in Fig. 10. At the minimum state of energy the torque M mi can be derived from Eq. (85) dui0 ðminÞ pp 13 sin 2a ¼ i 0 3 , da 4p0 r r 2 ½1 þ 3cos2 a1=2 which is in fact generated by the force of F 0 (Eq. (72)) which we see as follows: 3pi p0 1 cos a sin a r. 4p0 r r4 ð1 þ 3cos2 aÞ1=2 Eq. (87) is equivalent to M ai of Eq. (74) when the torque M bi of Eq. (75) is zero. Eq. (87) shows that although the dipole orientation with respect to the angle b has reached the minimum value of electric energy, there still exists a torque M mi as the electric energy tends to the lowest energy, also with respect to the angle a. When the dipoles pi are distributed symmetrically in the parts of I and II ðN I ¼ N II ¼ N=2Þ, we get from Eq. (87) an estimation for the electric torque at the minimum state of electric energy Mffi N pi p0 1 3 sinð2am Þ 2 4p0 r r3m 2 ½1 þ cos2 am 1=2 As the electric energy decreases, the closer the dipole pi comes to the actin surface (see Eq. (45)), a radial inwards-directed electric force is exerted, which bends the myosin head closer to the actin surface. Applying the principle of virtual work, the mean radial force F s can be derived from Eqs. (46) and (47) as " # q X dc N Fs ¼ p ¼ pc0 k2 eksm qsm i i dhi 2 ½sin kx0 cos gm þ cos kx0 cos dm , (87) M mi ¼ ðF 0 sin aÞr ¼ we get M ¼ 16 pN nm. Substituting the mean angle of sector II, am ¼ 47:3 , into Eq. (88) we obtain þ16 pN nm (as expected according to Eq. (81)), which means that the electric forces tend to rotate the sector II in a clockwise direction whereas the sector I tends to rotate in a counter-clockwise direction. Hence, the two rotable parts I and II tend to rotate in opposite directions reducing the angle jo as if we had a scissors-shaped myosin head shown in Fig. 2. The change of the angle jo in the power stroke process illustrated in Fig. 2 is Djo ¼ 64 110 ¼ 46 ¼ 0:80 rad, and thus, according to Eq. (82), the work done by the torque M during the power stroke is W ¼ MDjo ¼ ð16 pN nmÞ ð0:80 radÞ ¼ 13 pN nm. (The work done by the constant force F (¼ 3:4 pN, Section 2.1) on the actin during the power stroke is 3:4 pN 5:5 nm ¼ 19 pN nm). 5.3. Electric forces between the myosin head and the actin– tropomyosin system and we get from Eq. (36) M mi ¼ 417 (88) from which, with the numerical values of sector I (rm ¼2:54 109 m; am ¼0:827 ðradÞ¼47:3 ; N=2¼360), ð89Þ where sm is the mean distance of the myosin head and the actin–tropomyosin system. When F s o0, then the force is opposite to the s-direction and attracts the myosin head towards the actin. The force F x needed to cause the myosin head to slide over the actin in the direction of the x-axis can be derived from Eq. (46) as " # q X dc N Fx ¼ p ¼ pc0 k2 eksm qx0 i i dhi 2 ½cos kx0 cos gm sin kx0 cos dm . ð90Þ The myosin head has to reach such a distance sm and place x0 during the power stroke that the force F x is equal to or greater than the external force, otherwise the myosin head slides over the actin. But this is not the crucial criterion: more important is the electric (contact) torque, which prevents the myosin head from sliding over the actin by rotation. Let M A be the torque, which is reckoned to be positive as the electric forces tend to increase the rotation angle jA . Then we ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 418 get from Eq. (46) defined as ! X dc q dc MA ¼ pi þ p0 qjA dhi dh0 i ! ! X dc q q X dc dx0 ffi pi pi ¼ qjA dhi qx0 dhi djA i i N pc0 k2 eksm l OA cos jA 2 ½cos kx0 cos gm sin kx0 cos dm , ¼ þ ð91Þ where the position of x0 depends on the rotation angle jA . When the contact point A between the myosin head and the actin is fixed, as is assumed when no sliding takes place, and the myosin head turns virtually by djA , then dx0 ¼ l OA cos jA djA , where l OA is the distance between A and O. Substituting the numerical values ðN ¼ 720; p ¼ 8:85 1030 Asm; C0 ¼0:0125 V ; k ¼1:142 109 m1 ; sm ¼0:37 109 m; cos jA ¼1; l OA ¼4 109 mÞ into Eqs. (89)–(91) we get the following values for the amplitude terms: N F^ s ¼ F^ x ¼ pc0 k2 eksm ¼ 34 pN, 2 N ^ A ¼ pc0 k2 eksm l OA ¼ 136 pN nm. M 2 The greatest distance from the contact point A to the junction of the tail T is 14.5 nm. Hence, assuming that the maximum supporting contact torque is the amplitude ^ A ¼ 136 pN nm, we get for the maximum load M F max ¼ 136 pN nm=14:5 nm ¼ 9:4 pN, which is quite close to the estimation F max ¼ 8 1 pN given by Morel (1991). 5.4. Estimation of elastic stiffness torques with electric theory The constrained water molecules are fixed by strong hydrogen-bond-type molecular forces with the proteins. The successive dipoles tend to orientate parallel to each other in order to minimize their mutual electric energy. In the rest state, when other electric forces are absent or small, the myosin head tends to deform into a geometrical shape that gives the minimum value for the electric energy of Eq. (54). This is analogous with the surface tension of water that deforms the droplets into a spherical shape in order to minimize the surface energy. The electric forces arising from the potentials of V 0 and C, together with the external load force, deform the myosin head and change the orientation angles of the dipoles. As a consequence of this, the term ðmij 3mi mj Þ, the minimum of which is ð2Þ, becomes greater and the electric energy of Eq. (54) increases, which requires work. The torsional deformations are opposed by the elastic stiffness torques M SO and M SN affecting the rotational joints O and N, respectively, which can be M SO M SN " # q 1 X dV j ¼ p , qjO 2 i;j i dhi " # q 1 X dV j ¼ p . qjN 2 i;j i dhi ð92Þ Suppose that the stiffness torques M SO and M SN increase linearly with the corresponding rotational angles and that the rotation of Djmax corresponds to the zero of the energy of Eq. (54). Then the internal deformation work is ðM smax =2ÞDjmax ¼ 8:2 1020 J ¼ 82 pN nm and, assuming that Djsmax ffi p=2, we get an estimation: jM SO j þ jM SN jpM s max ffi 104 pNnm. As there are two rotational joints O and N in the myosin head system, the stiffness torques M SO and M SN depend on the distribution of restrained water molecules around O and N. The protein structure itself can also have significant stiffness forces, as demonstrated by Howard (2001). 5.5. On the Brownian stochastic motion of the myosin head During the power stroke the contact point A is fixed within the actin. As the myosin head rotates and the dipoles pi turn during the power stroke, the mean position x0 with the angles gm and dm of Eq. (91) change. Let us suppose that the myosin head reaches the position ðx00 ; g0m ; d0m Þ where the moment M A vanishes, i.e. ½cos kx00 cos g0m sin kx00 cos d0m ¼ 0. Then also according to Eq. (90), F x ¼ 0 and the myosin head can slide over the actin freely around the position ðx00 ; g0m ; d0m Þ. From Eqs. (46) and (91) we see that when M A ¼ 0 the electric energy has the minimum value. Hence, the myosin head can stay in the detached position ðx00 ; g0m ; d0m Þ, vibrating freely around it in Brownian motion until it receives enough thermal fluctuation energy to overcome the energy barrier around it. The solution to the problem of escape over a potential barrier is the classical Arrhenius formula (Gardiner, 1984), according to which the escape time is proportional to the height of the energy barrier in exponential form. To estimate the height of the energy barrier from Eq. (46) we see first that ðsin kx00 cos g0m þ cos kx00 cos d0m Þ2 ¼ ðsin kx00 cos g0m þ cos kx00 cos d0m Þ2 þ ðcos kx00 cos g0m sin kx00 cos d0m Þ2 ¼ cos2 g0m þ cos2 d0m , and thus ðsin kx00 cos g0m þ cos kx00 cos d0m Þ ¼ ðcos2 g0m þ cos2 d0m Þ1=2 . On the other hand, as j cos p g0mffiffijp1 and ffi j cos d0m jp1, the maximum variation is 2. Hence, when the myosin head is in the minimum energy state, ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 the height of barrier around it according to pffiffithe ffi energy p ffiffiffi Eq. (46) is 2 2E 0 ¼ 2 2 3 1020 J ¼ 8:5 1020 J ¼ 21kB T, where kB ¼ 1:381 1023 J=K (Boltzmann’s constant), T ¼ 298:15 K and E 0 is calculated from Eq. (47) with the mean distance sm ¼ 0:37 nm. The result of 21kB T is quite close to the values that have been used in stochastic models for the energy barrier, e.g. in the work of Buonocore and Ricciardi (2003). Since always jp sin ffiffiffi kx0 cos gm þ cos kx0 cos dm j pj sin kx0 j þ j cos kx0 jp 2, by combining Eqs. (46) and (50) we obtain a general estimation for the variation of the electric energy pffiffiffi dc X dc 2ðE 0 þ E p0 Þpp0 þ pi dh0 dhi i pffiffiffi p 2ðE 0 þ E p0 Þ, ð93Þ where pffiffiffi 2ðE 0 þ E p0 Þ ¼ 4:6 1020 J ¼ 28 kJ=mol ¼ 11kB T. transformed into mechanical work " ! X dc q dc djA pi þ p0 F dxp dU ¼ qjA dhi dh0 i ! q X dV 0 þ pi djo qjo dhi i ! q 1 X dV j djo þ p qjo 2 i;j i dhi ! # q 1 X dV j þ p djN qjN 2 i;j i dhi ¼ M A djA þ M djO þ M SO djO þ M SN djN , The work done by the myosin on the actin is dW ¼ F dx, where dx is the movement of the actin under the force F. We can now express the work in terms of mechanics and in terms of thermodynamics by electric theory. Multiplying the kinematic (2) by the force F and then using Eq. (3) we obtain purely on the basis of mechanics F dx ¼ M N djTN þ ðM O M N Þ djNO þ ðM A M O Þ djOA ¼ M N djN þ M O djo þ M A djA , ð94Þ where djN ¼ djTN djNO ¼ dðjTN jNO Þ, djO ¼ djNO djOA ¼ dðjNO jOA Þ and djA ¼ djOA . The angles of the joints N and O are defined as jN ¼ p þ ðjTN jNO Þ and jO ¼ p þ ðjNO jOA Þ as shown in Fig. 2. According to Eq. (30) the work can also be written in terms of thermodynamics as F dxp dG ¼ ðdG þ dUÞ. (95) As the instants of the reaction steps are very short, the myosin head does not have enough time to move ðdx ¼ 0Þ, and hence during the actual instants of the reaction steps dG ¼ dG þ dUp0, (96) which is equivalent to Eq. (31) (Eq. (96) is also valid for the stochastic process when the myosin is detached from the actin, because then no work is done by the myosin system on the actin.) Dividing the process in this way for reaction instants and for deformation processes, the energy for the power stroke is taken from the electric energy U and ð97Þ where we have used Eqs. (84) and (91)–(92). Hence, F dxp dU ¼ M A djA þ ðM SO þ MÞ djO þ M SN djN . 5.6. Work done by the electric torques of the myosin system 419 ð98Þ Comparing Eq. (98) with Eq. (94) we see that the torque M O of Eq. (94) consists of two parts, M O ¼ M SO þ M. The torque M SO is the stiffness torque given by Eq. (92) and the torque M is generated by the interaction of the dipoles p0 and pi and defined by Eq. (84). When the myosin head is in the detached position, M A ¼ M SN ¼ 0 and also M O ¼ M SO þ M ¼ 0, which means that the ATP-driven torque M and the stiffness torque M SO keep each other in the equilibrium. In Section 2.2 we estimated for an example of the power stroke that M A ¼ 36 pN nm, M O ¼ 25 pN nm and M N ¼ 14 pN nmð¼ M SN Þ. If we use the numerical value of Eq. (88) for M ¼ 16 pN nm, we have M SO ¼ 41 pN nm and for the total stiffness torque we get jM SN j þ jM SO j ¼ 55 pN nm, which is in accordance with the numerical range ðp104 pN nmÞ given in Section 5.4. The torque M is negative, which means that it tends to decrease the angle jo , i.e. djNO o0 and djOA 40 as djO ¼ djNO djOA . On the other hand, the torque M A is positive, which means that it tends to increase the angle jA , i.e. djA ¼ djOA 40. Hence, both the torques M and M A try to turn the body OA in the clockwise direction (djOA 40, Fig. 2), and thus increase the force F. Each torque is important in different stages of the process giving a contribution to the work. The torques are not constant during the power stroke, but just to give a simple illustration let us calculate the work done by the constant torques above and with the angle changes shown in Fig. 2 for the power stroke: M A DjA ¼ 36 0:50 ¼ 18 pN nm; M SO Djo ¼ 41 ð0:80Þ ¼ 33 pN nm; MDjo ¼ ð16Þ ð0:80Þ ¼ 13 pN nm; M SN DjN ¼ 14 1:2 ¼ 17 pN nm. Thus, altogether the work done by the torques during the ARTICLE IN PRESS 420 M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 power stroke is þ15 pN nm. However, for the completed cycle only the torques M and M A give a positive network. To see this, let us study a completed cycle process of the myosin head: attachment to the actin, a power stroke, detachment from the actin and return back to the original detachment position. The work done in the ideal (reversible) process, when we have equality in Eq. (98), is I I I W¼ M A djA þ M SO djO þ M djO I þ M SN djN , ð99Þ where the integrations are taken around closed cycles along the corresponding rotation angles. The stiffness torques M SO and M SN are derivatives of continuously differentiable functions and, therefore, as we see from Eq. (92), we have " # I I q 1 X dV i p djO ¼ 0, M SO djO ¼ qjO 2 i;j i dhj " # I I q 1 X dV i M SN djN ¼ p djN ¼ 0 qjN 2 i;j i dhj as the electric energy term returns to its initial value after the completed cycle. Thus, the network is determined only by the torques M A and M: I I (100) W ¼ M A djA þ M djO . These integrals are not zero because of the discontinuities of the electric energy functions of Eq. (61) at the reaction steps. Combining Eq. (61) with Eq. (91) we obtain ! I I X dc q dc M A djA ¼ pi þ p0 qjA dhi dh0 i X dc ¼ D p0 , ð101Þ dh0 where the summation is taken over all reaction steps. Similarly, combining Eq. (61) with Eq. (84) we obtain ! I I q X dV 0 M djo ¼ pi djo qjo dhi i " # X X dV 0 ¼ D pi . ð102Þ dhi i On the other hand, for each reaction step we have Eq. (62), and, thus, by summing up the steps we get for the ideal (reversible) cycle process I I W ¼ M A djA þ M djo ¼ DG, (103) where DG is the Gibbs free energy change for the completed hydrolysis reaction of ATP. From Eqs. (42), (50), (101) and (102) we see that the main part of the work for the whole cycle is done by the torque M of Eq. (84). 6. Conclusions The mathematical analysis of the electric dipole theory is based on Eq. (29), which can be expressed as X dV 0 1 X dV j G ¼ GðT; p; n1 ; . . . ; nm Þ þ pi þ p dhi 2 i;j i dhi i |fflfflfflfflfflfflffl{zfflfflfflfflfflfflffl} |fflfflfflfflfflfflfflffl{zfflfflfflfflfflfflfflffl} U TW X dc dc þ p0 þ pi . dh0 dh i i |fflffl{zfflffl} |fflfflfflfflffl ffl{zfflfflfflfflfflffl} U AT U W W ð104Þ U AW The term U TW contains the electrostatic energy owing to the mutual interaction of electric dipoles of ATP (T) and water (W) molecules fixed within the myosin system. The numerical calculations in Section 4.5 show that the Gibbs free energy G changes of ATPs binding ðDG ffi 33 kJ=molÞ and hydrolysis reaction ðDG ffi 23 kJ=molÞ can be converted to the electric energy form nearly by the term U TW (DU TW (binding of ATP) p32 kJ=mol, DU TW (hydrolysis of ATP) ffi 20 kJ=mol). The decrease in the electric energy U TW towards the minimum generates an internal electric torque M (jMjX16 pN nm; Section 5.2), which performs the main part of the work for the whole cycle (Eq. (103)). After the hydrolysis reaction of ATP the remaining dipole moment of ADP is appropriately smaller, enabling the removal of ADP from the myosin head so that the cycling process can be repeated. The numerical calculations presented in Section 4.5 also show that the number of water molecules restrained strongly in the myosin system ðN ffi 720Þ seems to be quite optimal with respect to the dipole moment of ATP—if the number N were much below this, the chemical energy changes (ATPs binding and hydrolysis reaction) could not be stored into the form of electric energy with a good efficiency. The electrostatic energy term U W W describes the elastic energy of the myosin system stored between restrained water molecules and its derivatives give the internal elastic stiffness torques for the structure. The electric energy of the ATP molecule in the potential field of the actin (A) is given by the term U AT and, correspondingly, the electric energy of restrained water molecules by the term U AW . The electric interaction ARTICLE IN PRESS M.J. Lampinen, T. Noponen / Journal of Theoretical Biology 236 (2005) 397–421 between the strongly restrained water molecules and the actin produces a contact force and a contact torque which prevent the sliding and make it possible to transfer the work to the actin. After the power stroke, the myosin head reaches a position where the electric contact force and torque with the actin are zero and it is possible to return the myosin head to the initial position by stochastic Brownian motion. From the electric energy term U AW we have estimated the maximum force per myosin head (F max ¼ 9:4 pN; Section 5.3) and also the (maximum) energy barrier (21kB T; Section 5.5) for the stochastic Brownian motion. References Astumian, R.D., Bier, M., 1996. 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Press Release: the 1999 Nobel Prize Lecture in Chemistry. Studies of the transition states of chemical reactions using femtosecond spectroscopy.
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