New method to estimate stability of chelate complexes
Running title: Stability of chelate complexes
F.V.Grigorieva,b,* , A.Yu.Golovachevab,c , A. N. Romanova,b, O.A. Kondakovaa,b ,V. B.
Sulimova,b,c.
a
b
Research Computing Center, Lomonosov Moscow State University, Moscow, Russia;
Victory Pharmaceutical, Troitsk, Russia; cDimonta,Ltd., Moscow, Russia.
A new method allowing calculation of the stability of chelate complexes with Mg2+ ion in water have
been developed. The method is based on two-stage scheme for the complex formation. The first stage
is the ligand transfer from an arbitrary point of the solution to the second solvation shell of the Mg2+
ion. At this stage the ligand is considered as a charged or neutral rigid body. The second stage takes
into account disruption of coordinate bonds between Mg2+ and water molecules from the first solvation
shell and formation of the bonds between the ligand and the Mg2+ ion. This effect is considered using
the quantum chemical modeling. It has been revealed that the main contribution to the free energy of
the complex formation
ΔGb is caused by the disruption/formation of the coordinate bonds between
Mg2+, water molecules and the ligand. Another important contribution to the complex formation
energy is change of electrostatic interactions in water solvent upon the ligand binding with Mg2+ ion.
For all complexes under investigation the reasonable (in frame of 2 kcal/mol) agreement between
calculated and experimental
ΔGb values are achieved.
Key words: chelate complexes, free energy of the complex formation, quantum chemical modeling.
Introduction
Ability of organic ligands to form chelate complexes with metal ions should be taken into
consideration for such processes as design of metalloprotein inhibitors, determination of structure
of guest-host complex stability and some others. Ability of a ligand to form chelate complexes is
quantitatively characterized by the free energy of complex formation. Since the complex
formation is accompanied by coordination bond breakage/formation, a method for the
ΔGb calculation should include the quantum chemical modeling. Currently, some publications on
modeling geometric and thermodynamic characteristics of metal cations and their complexes with
small molecules dissolved in water are available. The experimental data can be found in [1–9].
Study of water molecules sequential association with Mg2+, Ca2+, Be2+ и Zn2+ cations in
frame of the density functional theory with hybrid functional B3LYP using LANL2DZ and 6311+G(2d,2p) basis sets is presented in [10]. As for the Mg2+ ion, the calculated length of
coordination bonds in clusters of the metal ion and water molecules is in an agreement with
*
Corresponding author. Email:
[email protected]
experiments within 0.005 Å and 0.01 Å for the first and second coordinating sphere, respectively.
In the case of the Ca2+ ion the basis set variation comparatively weakly influences on the ionwater binding energy. Authors of [11] investigated singly and doubly charged ion complexes
with water, formaldehyde and ammonia using DFT/B3LYP, MP2 and CCSD(T) theory level and
6-311++G(3df,3pd) and smaller basis sets. It was found that the change in the basis set from 6311G(d,p) to 6-311++G(3df,3pd) decreases the Mg2+-O bond length less than 0.03 Å.
Comparison of experimental and calculated enthalpy of the water molecules binding to Li+, K+,
Na+ cations, ΔH 298 , was performed in [11]. The best agreement with experiment was obtained at
MP2/6-311++G(3df,3pd) and B3LYP/6-311++G(3df,3pd) theory levels. The B3LYP level
underestimates ΔH 298 value by 2 kcal/mol for Na+ cation. CCSD(T) method with this basis sets
systematically underestimates ΔH 298 by 2÷3 kcal/mol.
Quantum chemical simulations of complex formation between small molecules and metal
cations were carried out in [12-14]. Vacuum properties of Li+, Na+ и Mg2+ ion complexes with
formaldehyde, formic acid, formate anion and formamide were calculated using B3LYP/6-31G*
and MP2 levels of theory in [12]. The complex formation energy calculated using MP2 is higher
by ~4-6% than one calculated at B3LYP level. Geometry of complexes were close to
experimental ones. Thermodynamic values of the complex formation of the small organic
molecules (including phosphoranes) with one or two magnesium ion and geometry of these
complexes were calculated in [13]. The calculations were performed within the DFT/6311++G(3df,2p) theory level in gas phase. The continuum (implicit) solvation models, PCM
(Polarizable Continuum Model) and COSMO (COnductor –like Screening MOdel) [15] for water
molecules in the outer sphere were used. The complex formation energy is larger for bidentate
complexes than for monodentate ones, and negatively charged ligands form stronger bonds with
the magnesium ion comparatively with neutral ones. It should be noted that the difference
between ΔGb values calculated with PCM и COSMO approximations reaches 10 kcal/mol. The
authors explain this disagreement by shortcomings of the implicit water models.
The original procedure of complex formation in water was proposed in [14]. The first
stage is ligand transfer from infinity to the second coordinating sphere of the metal cation. The
second stage is formation of coordination bonds between the ligand and the cation, which is
accompanied by the water molecules displacement from the inner sphere of the cation to the outer
one. The quantum chemical modeling was used only at the second stage of calculations. This
model results in decreasing errors caused by the implicit water model. This procedure was
applied for investigation of zinc ion complexes. The geometry optimization was carried out using
HF approach with an original basis set. The electron correlation was taken into account within the
framework of MP2 for the geometry optimized at the HF level. The discrepancy between
2
calculated and experimental data of ΔGb for this two-stage scheme was within 1 kcal/mol. This
discrepancy increases to 2-3 kcal/mol if the calculations were performed in the frame of the
traditional approach when the free energy change during complex formation is calculated in the
framework of PCM model as GPCM ( AB) − GPCM ( B) − GPCM ( A) , where GPCM (AB) , GPCM (B) ,
GPCM (A) are free energy of interaction of water and complex AB, and its components B and A,
respectively.
In the present work we report the results of the molecular modeling investigation of
thermodynamics of chelate complexes formation. We calculated the free energy of complex
formation ΔGb for a number of complexes of organic molecules having different size, charge and
type of coordination bonds with Mg2+ ions. Calculations were carried out using two-stage
scheme, which is derived from the scheme presented in [14]. Experimental values of ΔGb for the
complexes were taken from the NIST data base (National Institute of Standards and Technology)
[16].
Methods
Stages of the Mg2+L complex formation
As appears from recent literature studies of a metal cation hydration and its complexes with
small organic molecules, the most suitable way to take into account solvation effect is to use
hybrid water models (see for example [17]). In such models the most important water molecules
are considered explicitly while the others are described using implicit models like PCM.
However this approach can lead to errors caused by roughness of implicit models [13-14] (see
Introduction). These errors may be minimized by decomposition of the magnesium-ligand
( Mg2+ L ) complex formation into two stages [14]:
(a)
[Mg 2+ (H 2 O) 6 ](aq) + L(aq) ⎯⎯→
[Mg 2 + (H 2 O) 6 ], L(aq)
(b)
[Mg 2 + L(H 2 O) 6-n ], (nH 2 O)(aq)
⎯⎯→
(1),
where L – a ligand, n – the number of coordination bonds of the ligand with the magnesium ion,
(aq) – denotes bulk water considered within the implicit water model, molecules placed out of
square brackets are situated outside the first coordinating sphere (CS) of the metal cation.
At he stage (a) the ligand is transferred from an arbitrary position far from the metal
cation to the second coordinating sphere of the magnesium ion. Six water molecules (first CS the
Mg2+ ion) form coordination bonds with the magnesium ion in the complex Mg 2+ (H 2 O) 6 .
3
At the stage (b) the ligand initially located in the second CS of the cation (Figure 1a)
substitutes n water molecules in the first CS (these water molecules are therefore replaced to the
second CS – Figure 1b).
Free energy of the Mg2+ complex formation with organic molecules in water ΔGb _ calc is
calculated as
ΔGb _ calc = ΔG( a ) + ΔG(b ) (2),
where ΔG(a ) and ΔG(b ) are free energies of stages (a) and (b), respectively.
Quantum chemical calculations with PCM were used only for the second reaction stage
when the ligand and a water molecule (or few water molecules in the bi- or more dentate ligand
case) exchanged their positions at the first and second CSs. Changes in the shape and area of the
solvent accessible surface covering all entities in the first and second CSs (the ligand, the metal
cation and respective water molecules) at the stage (b) are small, and total charge inside the
surface does not change. Within the traditional approach contribution to the change of the free
energy is determined as: G PCM (Mg 2+ L(H 2 O) 6 ) − G PCM (Mg 2+ (H 2 O) 6 ) − G PCM (L) . In the case of
charged ligands, charges of either of the three indicated above components are different, although
the shape and area of the surface around the final reaction product Mg 2+ L(H2O)6 and initial
reagents Mg 2+ (H 2 O) 6 ) and GPCM (L) are different too. Under existing conditions, errors caused
by the use of the implicit water model increase accordingly to the scheme referred above.
The methods for the ΔG( a ),(b ) calculation are described below in detail.
Calculation of the free energy change at the stage (a)
The free energy change ΔGb _ calc at the stage (a), ΔG( a ) , is caused by restriction of the ligand
available phase space. In a number of publications [14, 18, 19] ΔGb _ calc is computed using Fuoss
equation [20] for coupling constant of spherically symmetric ions in dielectric medium with
permittivity ε . In order to examine the metal ion interaction with a neutral molecule, we used a
more general approach. In this context Fouss equation is derived as a special case.
At this stage the ligand is considered as a rigid body having a charge or a dipole moment (for
the neutral ligand). Calculating ΔG(a ) we are guided by the general expression for the free energy
of the complex AB formation from the components A and B in the dilute solution approximation:
Δ (ΔG AB ) = − RT ln
VN 0 ∫ exp(− βU AB )dГ AB
AB
∫ exp(− βU A )dГ A ∫ exp(−βU B )dГ B
4
= − RT ln
∫ exp(− βU
A− B
AB
)dГ A− B
V exp(− β (U A + U B ))
(4) ,
1
, the integration is performed over all
k BT
where UA(B,AB) are mean force potentials, β =
coordinates of A and B components ( dГ A , dГ B ), coordinates of the AB complex dГ AB and
relative coordinates of the AB complex (within the limits where components A and B form
complex) dГ A− B . The absence of dependence of UA,B on internal coordinates in the context of
B
chosen approach is used in (4). Follow [20], we suppose that UAB is not changed at rAB < a ,
where а is a distance on which magnesium the cation and the ligand form the complex. Taking
into account the energy of the interaction of the charges q A and q B which are placed on the
distance rAB in the dielectric medium with permittivity ε ,
ΔG( a ) = − RT ln
4πN 0 a 3 exp(−
q AqB
, we obtain from (3) and (5):
εrAB
βq A q B
)
εa
3
(6)
Hence at room temperature we have:
ΔG( a ) =
N 0 q AqB
4.1Z A Z B
− RT ln 2.52 * 10 −3 a 3 =
− 0.59 ln 2.52 * 10 −3 a 3
εa
a
(7) .
This expression corresponds to the coupling constant presented in [20] and used in [14, 18, 19]
(the value a in (7) must be in Å), Z A , Z B - charges of A and B components (in au).
In case of Mg2+ ion Z A = +2 , and a≅4 Å (it corresponds to the distance from the center of the
ligand located in the second CS to the magnesium ion) we obtain:
ΔG( a ) = ( 2.1Z B + 1.1) kcal/mol
(8)
Let us consider the case of the magnesium ion complex formation with a neutral ligand
having the dipole moment d B . Energy of interaction of the ligand and the ion is described as:
W =
q A d B cos α
εr 2
Mean value of angle cosine < cos α >= cthx −
where x =
(9) .
1
is derived as result of possible orientation
x
β q A d B 10.8Z A D B
, Z A= Z Mg = +2 , D B - dipole moment of molecule in eÅ,
=
εr 2
r2
where e – the elementary charge. In view of previous case, a≅4 Å, D B ≈ 0.5 , x = 0.68 ,
< cosα >= 0.22 . Hence
ΔG ( a ) =
0 .9 Z A D B
− 0.59 ln 2.52 * 10 −3 a 3 = 1.0 kcal / mol
2
a
5
(10) .
The main contribution to (10) is given by the second term which has entropic character while
the first term in (10) depending on the dipole moment does not exceed a few hundredth of
kcal/mol.
Thus, in the case of the ion interaction with a neutral ligand with a dipole moment, enthalpy
component is small, and ΔG( a ) ≅ 1kcal / mol is determined by change in the entropy resulting
from the complex formation. Dependence of ΔG(a ) on the dipole moment can be neglected. In
the case of a negatively charged ligand, ΔG(a ) calculated using (8) is negative and it appreciably
depends on the ligand charge.
Calculation of the free energy change at the stage (b).
The free energy change at the stage (b), ΔG(b ) , resulting from the ligand transfer from the
second CS to the first one is described as:
ΔG(b ) = ΔE0 + ΔGPCM + ΔGvib _ tr + ΔGcav + ΔGnon − polar + ΔErel (11),
Expression (11) differs from one used for computing ΔG(b ) in [14] by the presence of the
three additional terms - ΔGcav , ΔGnon− polar and ΔErel (see meaning below). Every term (with the
exception for ΔErel ) is calculated as difference of corresponding quantities for the final and the
initial products of the reaction at the stage (b). Components in expression (11) denote following.
Sum ΔE0 + ΔGPCM is the change of the total energy of the molecular cluster containing the
magnesium ion, the ligand and the six water molecule and surrounded by the solvent accessible
surface (SAS) which is used in frame of the PCM approach; ΔE0 - change in the cluster internal
energy, E 0 =< Ψ H 0 Ψ * > , where Ψ - is the wave function of the ground state, H 0 - vacuum
Hamiltonian; ΔGPCM - polarization energy of the cluster (i.e. the energy of the electrostatic
interaction of the cluster charges, placed in the atoms, and induced on the surface charges which
are calculated in frame of the PCM approach); ΔGcav - the change of the cavitation free energy
calculated according to the procedure published in [21, 22] as ΔGcav = β * V , where V – cavity
V
volume in Å 3 bounded by SAS, β = 0.0389Å -3 kcal/mol – empirical coefficient derived from the
calculation by means of the Monte-Carlo method of the cavitation free energy for a number of the
different organic molecules. ΔGnon− polar - the change of the nonpolar part of free energy of cluster
interaction with implicit water, ΔGnon− polar = −0.032 − 0.077S (S – area of SAS in Å 2 ) [23].
ΔGvib _ tr - is contribution to the ΔG(b ) resulting from change of the oscillatory, rotational and
6
translational degrees of freedom of molecules. Term ΔErel considers relaxation of internal
geometry of water molecules located in the first CS of the magnesium ion after the ligand transfer
from the second CS to infinity (stage (a)).The optimization of complexes with negatively charged
ligands in the second CS showed that OH bond length of bridge water molecules that form a
coordination bond with Mg2+ ion and a hydrogen bond with the negatively charged ligand atoms
exceeded the equilibrium OH bond length by several hundredth of an angstrom. Hence, the
ligand transfers from infinity to the second CS leads to the relaxation of some water molecules in
the first CS, and the corresponding energy effect of this relaxation is:
ΔE rel = E water ([Mg 2+ (H 2 O) 6 ], L(aq)) − E water ([Mg 2+ (H 2 O) 6 ]) ,
where E water ([Mg 2+ (H 2 O) 6 ], L(aq)), E water ([Mg 2+ (H 2 O) 6 ]) are internal energies of six water
molecules in optimized geometry with the ligand located in the second CS and in optimized
geometry without the ligand, respectively. Optimization of the geometry of the ligand does not
significantly influence to the ΔErel
Quantum chemical calculations were carried out using package PC GAMESS [24] with
supercomputer Chebyshev of SRCC MSU [25], JSC RAS [26] and Cyberia [27].
Results and Discussion
Calculations of ΔGb _ calc were carried out for nine complexes selected from the NIST
database [16]. The 2D –structure of the ligands forming the complexes with one magnesium
cation Mg2+ are shown in Figure 2. The ligands were selected accordingly to the following rules.
Firstly, the NIST database does not contain an information about the geometry of the complexes;
therefore the atoms of the ligands which form coordination bonds have to be determined
unambiguously on the basis of their 2D- structure. Secondly, ligands have to vary in structure,
size and type of the coordination bonds in order to further verify the applicability of the approach
developed. Thirdly, limited computational resources for the ab initio quantum chemical
calculations restrict the ligand size.
We used two basis sets 6-31G** and cc-pVTZ and two approaches for electron
correlation: the density functional B3LYP [28-30] and the second order perturbation theory MP2
[31].
Nine complexes (see Figure 2) of small organic molecules with one magnesium cation
Mg2+ have been taken from NIST database [16] for comparison calculated binding energies with
experimentally measured ones. NIST database contains the experimentally determined
equilibrium constant K =
[ ML ]
for the complexes formation and the protonation constant pKa.
[ M ][ L ]
7
The latter can be used to determine the charge of the ligand. Experimental values of the complex
formation free energy ΔGb_exp were calculated ΔGb _ exp = − RT ln K (13).
The quantum chemical part of calculations for each complex contains the following
stages.
1) Complete geometry optimization of the complex in vacuum.
2) Calculation of the frequencies in the optimized geometry.
3) Optimization taking into account the solvent effects using the PCM approach.
4) Qualifying calculations in optimized in stage 3) geometry.
At each stage, two calculations corresponded to the ligand in the first CS and the second CS
of the magnesium ion, respectively, were carried out. At the stage 1)-3) calculations were carried
out within the B3LYP/6-31G** level, at the stage 4) ΔE0 (see (11)) was also calculated using
MP2 approach with cc-pVTZ basis set.
The results of the calculations of the free energy of the complex formation are listed in the
Table 1.
For all the complexes except the monodentate pyridine (I) complex, the internal energy
change is ΔE0 < 0 both for negatively charged and neutral ligands. It results from the chelate
effect which increases the binding energy if the ligand is more than monodentate. The most
substantial decrease in ΔE0 was obtained for the oxalate ion (IX), which is related to a more
appreciable contribution to ΔE0 from the electrostatic energy (Z=-2) compared with the other
ligands. Partly the decrease in ΔE0 is compensated by the increase in electrostatic part of the free
energy of the interaction of the complex components with solvent (ΔGPCM term). The
contribution to the ΔGb _ calc from the free energy change of vibrational, rotational and
translational components, ΔGvib_tr, is positive for all complexes. The contribution to the ΔGb _ calc
from the free energy change of the cavitation component, ΔGcav, and nonpolar part of the free
energy of the interaction of the complex components with solvent are relatively small and can be
positive and negative both. The relaxation energy, ΔErel, is positive for all complexes and its
absolute value is larger for the charged ligands.
As it follows from the results, taking into account electron correlation in the frame of
MP2 (method QM5) is important for the accuracy of the scheme of the calculation. The extension
of the basis set also allows to improve the coincidence of the ΔGb_calc and ΔGb_exp.
As the τ value, correlation of the ΔGb_calc and ΔGb_exp can be also important especially in
cases when it necessary to determine the relative stability of complexes. For the quantitative
8
assessment of the correlation coefficient σ can be used. The values of correlation the coefficient
σ are listed in Table 2. For each column σ is calculated for the sum of the components of the
ΔGb_calc starting from the second to the given column inclusive. For example in the fourth column
(ΔGvib_tr) the correlation coefficient is calculated between the ΔGb_exp and the
ΔE0+ΔGPCM+ΔGvib_tr. In the last column ΔErel is added to sum of the preceding components,
which gives the complete ΔGb_calc value.
As it shown from the Table 2, the highest level of correlation is achieved for the
ΔE0+ΔGPCM. Addition of the next component ΔGvib_tr, improves agreement of the absolute values
of the calculated and experimental free energies but decreases their correlation. The reason for
this behavior can be as follows. Oscillation frequencies and corresponding contribution to
ΔGb_calc are computed in vacuum without taking into account the interaction between the explicit
water molecules belonging to the complex and bulk water. The inclusion of the effect of the
ligand transfer from the infinity to the second coordinating sphere (ΔG(a)) slightly improves the
correlation.
Thus, the systematic calculations of relative stability of complexes formed by organic
molecules with a Mg2+ cation in water have been performed for the first time. The developed
calculation procedure is applied to neutral molecules as well as to charged ones. It has been
shown that the relaxation energy of water molecules should be taken into account (the term ΔErel
in eq. (11)) to reproduce the experimental values of the complex formation free energy with the
accuracy of 2 kkal/mol in calculations. The best correlation between experimental and calculated
values of relative stability of complexes can be ensured by taking into account the coordinating
bonds energy change and hydrogen bonds with water molecules rearrangement in the first
coordinating sphere. These effects should be described in the frame of quantum chemical
calculations with electron correlation (ΔE0) and continuum water PCM model (ΔGPCM) taken into
account. To improve agreement with experiments the accuracy of calculations of the contribution
from vibration degrees of freedom to the complex formation free energy should be improved.
Conclusions
In the present work the methodology of calculation of formation free energy ΔGb of
organic molecule complexes with Mg2+ cations in water solution have been derived. The
employment of quantum chemical calculations with electron correlation taking into account and
sufficiently rich basis sets with polarizable continuum implicit solvent model is the most
important and time consuming stage of the calculations. Calculation of formation free energy
ΔGb for nine organic molecule complexes with Mg2+ in water from NIST database [24] have
9
been performed and compared with experimental results. It was shown that the main contribution
to the ΔGb is caused by the change of the complex internal energy resulting from the
breaking/formation of coordination bonds and the change of the electrostatic interaction between
the Mg2+ ion and bulk water.
For all nine complexes of the organic molecules with a Mg2+ cation taken from NIST
database [16] the reasonable agreement (2 kcal/mol) of the calculated and experimental values of
the ΔGb was achieved.
Acknowledgements
This work supported by the Russian Foundation for Basic Research (grants no. 06-03-33171а, 07-0201123а and 08-04-12129-оfi).
10
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Phys. 98 (1993), pp. 1372-1377, pp. 5648-5652.
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149-163.
13
Table 1. The components of the free energy (in kcal/mol) (see (11)), calculated ΔGb _ calc
and experimental ΔGb_exp values of the energy of the complex formation, ligand charge Z (in au).
Notations for the quantum chemical modeling levels are in the bottom of Table.
I
II
ZL
III
IV
V
0
VI
VII
VIII
-1
IX
-2
QM1
1.0
-15.6
-14.8
-15.7
-24.4 -20.1 -16.9
-20.9
-56.0
QM5
-3.2
-14.4
-14.3
-16.9
-25.2 -20.7 -17.8
-21.3
-53.3
QM3
4.2
-16.0
-14.4
-14.5
-23.6 -20.2 -18.1
-22.7
-51.1
QM1
-0.6
8.0
6.6
11.7
17.3
10.2
3.8
8.4
40.1
-2.8
7.8
6.4
11.5
17.0
10.0
5.0
8.5
38.4
ΔGvib_tr
4.7
3.2
2.0
6.4
6.5
4.4
4.7
5.5
5.3
ΔGcav
-0.4
-0.2
-0.1
0.3
0.2
0.1
0.1
0.1
-0.1
ΔGnp
0.8
-0.3
-0.3
-0.7
-0.6
-0.1
-0.1
0.0
0.2
ΔErel
0.3
1.5
1.0
1.1
1.3
3.5
4.9
5.3
4.8
ΔE0
ΔGPCM
QM5
QM3
ΔGb)
1.0
-1.0
-3.1
QM1
6.8
-2.4
-4.6
2.1
-0.7
-3.0
-4.5
-2.6
-8.8
ΔGb_calc QM5
2.6
-1.2
-4.1
0.9
-1.5
-3.6
-5.3
-3.0
-6.1
QM3
7.8
-3.0
-4.4
3.1
-0.3
-3.3
-4.5
-4.3
-5.6
0.5
-0.7
-2.6
-0.1
-3.9
-5.1
-6.5
-6.4
-4.5
ΔGb_exp
QM1=B3LYP/6-31G**
QM2=MP2/6-31G**//B3LYP/6-31G**
QM3=B3LYP/cc-pVTZ//B3LYP/6-31G**
QM4=MP2/cc-pVTZ//B3LYP/6-31G**.
QM5=MP2/6-31G**
QM6=B3LYP/cc-pVTZ
14
Table 2. Values of correlation coefficient σQM5 for the quantum chemical modeling using
the QM5 level between the ΔGb_calc and the ΔGb_exp value (explanation see the text).
Comp.
ΔE0
ΔGPCM
ΔGvib_tr
ΔGcav
ΔGnp
ΔG(b)
ΔGb_calc
σQM5
0.46
0.84
0.76
0.75
0.75
0.79
0.80
15
Figure 1. Scheme of the second stage of Mg2+ L complex formation reaction
(L=pyridine). Molecules in the second CS are encircled.
16
Figure 2. The structure of ligands examined to calculate the stability of chelate complexes
with the magnesium ion.
17