Charge separation under solvation stress conditions is a fundamental process that comes in many forms in doped water clusters. Yet, the mechanism of intramolecular charge separation, where constraints due to the molecular structure might be intricately tied to restricted solvation structures, remains largely unexplored. Microhydrated amino acids are such paradigmatic molecules. Ab initio simulations are carried out at 300 K in the frameworks of metadynamics sampling and thermodynamic integration to map the thermal mechanisms of zwitterionization using Gly(H2O) n with n = 4 and 10. In both cases, a similar water-mediated proton transfer chain mechanism is observed; yet, detailed analyses of thermodynamics and kinetics demonstrate that the charge-separated zwitterion is the preferred species only for n = 10 mainly due to kinetic stabilization. Structural analyses disclose that bifurcated H-bonded water bridges, connecting the cationic and anionic sites in the fluctuating microhydration network at room temperature, are enhanced in the transition-state ensemble exclusively for n = 10 and become overwhelmingly abundant in the stable zwitterion. The findings offer potential insights into charge separation under solvation stress conditions beyond the present example.
Charge separation under solvation stress conditions is a fundamental process that comes in many forms in doped water clusters. Yet, the mechanism of intramolecular charge separation, where constraints due to the molecular structure might be intricately tied to restricted solvation structures, remains largely unexplored. Microhydrated amino acids are such paradigmatic molecules. Ab initio simulations are carried out at 300 K in the frameworks of metadynamics sampling and thermodynamic integration to map the thermal mechanisms of zwitterionization using Gly(H2O) n with n = 4 and 10. In both cases, a similar water-mediated proton transfer chain mechanism is observed; yet, detailed analyses of thermodynamics and kinetics demonstrate that the charge-separated zwitterion is the preferred species only for n = 10 mainly due to kinetic stabilization. Structural analyses disclose that bifurcated H-bonded water bridges, connecting the cationic and anionic sites in the fluctuating microhydration network at room temperature, are enhanced in the transition-state ensemble exclusively for n = 10 and become overwhelmingly abundant in the stable zwitterion. The findings offer potential insights into charge separation under solvation stress conditions beyond the present example.
Charge separation induced
by water is among the fundamental processes
in chemistry. A wealth of such processes is known, including but not
limited to solvation of detached electrons and ion–electron
pairs,[1−4] dissolution of salts,[5−7] self-ionization of water into the solvated proton
and hydroxide,[8−12] or dissociation of acids,[13−15] which remain research topics
of much current scientific interest. Common to all of them is the
crucial role solvation plays foremost in the formation, but subsequently
also in the stabilization of the charge-separated species by water.
Both formation and stabilization of charges are advantageous if plenty
of solvating water molecules are available, notably in bulk aqueous
solution. The situation is radically different under the limit of
having only a very few water molecules available: A piece of metallic
sodium is known to most vigorously dissolve in a bucket of water by
dissociating into Na+(aq) and e–(aq),
while Na(H2O) are quite stable
molecular complexes for sufficiently small cluster sizes n as shown by computation and experiment.[16−18] More recently,
it has been shown that a minimum of four water molecules is required
to dissociate a simple strong acid in the microhydration limit, HCl(H2O).[14,15,19−21]While moving next
to acids other than HCl is certainly appealing,
a more complex situation is found in amino acids: They contain in
one and the same molecule both the acidic proton-donating and the
basic proton-receiving groups that are geometrically restrained by
the molecular backbone. The well-known fact that amino acids exist
in their neutral form in the gas phase, i.e., carrying charge-neutral
−COOH and −NH2 groups, but readily convert
into their zwitterionic form in bulk water supports the key role of
solvation water in the charge-separation process leading to zwitterionization
and thus to charged −COO– and −NH3+ groups. So far, extensive efforts have been made
to understand zwitterion formation of both microhydrated and bulk
solvated glycine as the role model for amino acids.[22−43] Whereas zwitterionization of glycine is well studied in the bulk
phase limit[29] including its hydration properties
therein[34,43] (e.g., the first hydration shell of glycine
in water is shown to be constituted by about 7–8 water molecules
around its charged groups[34,43]), not much is known
in the microhydration limit on how zwitterionization can occur in
terms of the underlying proton transfers and, second, which factors
are contributing to zwitterion stabilization. To answer these questions
requires not only the full mechanistic understanding of zwitterion
formation in the microhydrated environment as such but also knowledge
of the thermodynamics and kinetics by contrasting the generic scenario
when the zwitterion is only metastable compared to its global stability.
Despite long-standing efforts and most valuable computational insights
into the “static geometry optimization limit ”,[22,24−28,33,35−38,41,42] these important questions still remain open even for the simplest
possible amino acid at finite temperatures.In what follows,
we are going to address these questions based
on free-energy surfaces (FESs) computed at room temperature to reveal
the thermal mechanism and free energy of charge separation in glycine
in the restricted solvation environment that is provided if only a
few water molecules are available. To this end, we considered two
microsolvated structures, Gly(H2O)4 and Gly(H2O)10, since it has been shown[38] that the undissociated (neutral) and charge-separated (zwitterionic)
forms of glycine are their respective globally stable states, whereas
the situation is much less clear-cut[38] for
intermediate sizes 4 < n < 10 (as supported
by new coupled cluster benchmark data; see SI Section 1 and Figure S1). Thus, contrasting these two limiting
cases is expected to provide the most valuable insights into what
finally favors zwitterionization in microhydrated Gly(H2O) clusters. To achieve this, we employed
extensive ab initio molecular dynamics simulations[44] using the RPBE-D3 density functional (refer to SI Section 1 for validation of our methodology)
together with metadynamics sampling and thermodynamic integration
of the representative n = 4 and 10 clusters at 300
K (as detailed in the next section). We note at this early stage that
the detailed picture of zwitterionization of microhydrated glycine
thus obtained can be the basis for qualitatively rationalizing zwitterionization
of other amino acids with neutral side chains, whereas such de/protonable
functional groups will certainly add complexity. Moreover, our findings
may not readily apply to biomacromolecules, such as polypeptides or
proteins subject to solvation water restrictions, since the de/protonable
terminal groups might be separated by large distances due to the presence
of the backbone chain.
Results and Discussion
We first
investigated the thermal reaction pathways by which neutral
structures of Gly(H2O)4 and Gly(H2O)10 could zwitterionize at 300 K, given only 4 or 10
solvating water molecules. This is done by computing the free-energy
landscapes (see the Methods and Models section
for details) using the following two very general (dimensionless)
collective variables (CVs): CV1 is defined as the difference of the
coordination number (refer to the Methods and Models section for its definition) of nitrogen to all hydrogen atoms in
the cluster, C[N–Hall], to the
coordination number of O1, which lies in the trans position with respect
to −NH2 and carries the hydrogen in the initial
neutral cluster (see Figure for site labeling) again to all hydrogens present, C[O1–Hall], while CV2 is the coordination
number of the other oxygen (O2) to all hydrogen atoms, C[O2–Hall]. We emphasize that this CV space is very
general since it allows for proton transfers from/to any water molecule
present in the cluster, thus not biasing transfers by selecting only
a subset of water molecules, and at the same time involves all de/protonable
sites of glycine. Furthermore, we note that the metadynamics simulations
were exclusively performed to qualitatively explore the topology of
the free-energy landscape of zwitterionization, whereas all reported
quantitative free-energy differences (see below) were obtained from
converged ab initio thermodynamic integration calculations (see the Methods and Models section) along suitable one-dimensional
pathways as determined from metadynamics. Therefore, no further attempts
were made to assess the convergence of these qualitative metadynamics
simulations as the converged free-energy profiles, and thus the reported
free-energy differences were finally obtained from thermodynamic integration
calculations.
Figure 1
Free-energy surface at 300 K from ab initio metadynamics
spanned
by the generalized coordinates CV1 and CV2, see text, and representative
configuration snapshots for neutral (N) ⇌ zwitterion (Z) interconversions
for Gly(H20)4; see text. The blue arrows mark
the locations of the shown structures on the FES; note that the neutral
4W-Noutcis and
4W-Nin conformers are indistinguishable in the (CV1, CV2)
space, whereas the conformational difference between the 4W-Noutcis and 4W-Nouttrans isomers
is visualized in Figure S3.
Free-energy surface at 300 K from ab initio metadynamics
spanned
by the generalized coordinates CV1 and CV2, see text, and representative
configuration snapshots for neutral (N) ⇌ zwitterion (Z) interconversions
for Gly(H20)4; see text. The blue arrows mark
the locations of the shown structures on the FES; note that the neutral
4W-Noutcis and
4W-Nin conformers are indistinguishable in the (CV1, CV2)
space, whereas the conformational difference between the 4W-Noutcis and 4W-Nouttrans isomers
is visualized in Figure S3.On performing the FES mapping first with 4W-Nout, a
proton shuttling between the two carboxyl oxygen atoms via a water
molecule was observed resulting in cis and trans isomers, 4W-Noutcis and 4W-Nouttrans, as indicated
in Figure . These
two isomers can be distinguished based on the location of protonated
oxygen with respect to the −NH2 group, which is
located in the cis position in 4W-Noutcis (corresponding to a dihedral torsional angle
of θ(N–C–C–OH) ≈ 0°)
and the trans position in 4W-Nouttrans (where θ ≈ 180°) as
visualized using Newman projections in Figure S3. It is reassuring to sample this transformation since the
existence of these particular cis and trans isomers of glycine has
been found experimentally in the gas phase and also in the presence
of one water molecule.[45−47] Our study, hence, shows that this isomerization can
readily occur even in the presence of four microsolvating water molecules
that clamp the carboxyl to the amino group. The neutral trans conformer,
4W-Nouttrans, is found to zwitterionize to yield 4W-Z via a water-mediated proton
transfer from the carboxyl group to the amino group via three water
molecules as depicted by the structure 4W-NZ. Interestingly, this
metastable zwitterionic species 4W-Z can readily decay into another
neutral species, 4W-Nin, via spontaneous direct proton
transfer from its −NH3+ group to the
neighboring oxygen of the carboxyl group, O2. This yields another
conformer of neutral glycine in which the −COOH group points
inward and donates an intramolecular H-bond to the amino group (see
the 4W-Nin structure in Figure ); note that our metadynamics simulation
does not resolve the neutral 4W-Nin conformer from 4W-Noutcis, which, however,
does not impact on the free-energy profile of zwitterionization as
reported below since that has been obtained using thermodynamic integration.
The existence of this third neutral conformer was also experimentally
observed[45,46,48] both for bare
glycine in the gas phase as well as in Gly–water aggregates,
which provides further confidence that our enhanced sampling approach
faithfully maps the relevant conformational space.In the case
of 10W-Nout (see Figure ), on the contrary, no proton exchange between
the two oxygens of the carboxyl group was observed, indicating the
existence of only the trans conformer in larger clusters. In retrospect,
this is expected as the nonprotonated O2oxygen in 10W-Nout is involved in H-bonding with surrounding water molecules and, therefore,
it has a reduced tendency to attract the proton from the neighboring
oxygen atom. This is in contrast to 4W-Nout, where fewer
water molecules around glycine limit the formation of such charge-stabilizing
H-bonding interactions. The zwitterion, 10W-Z in Figure , is generated from 10W-Nout by a proton transfer cascade from the carboxyl oxygen to
the amine nitrogen again via a chain of three water molecules as caught
by the representative configuration 10W-NZ. Similar to what is observed
in Gly(H2O)4, a proton transfer from −NH3+ to the carboxyl oxygen O2 interconverting 10W-Z
into the neutral 10W-Nin species (see Figure ) is possible, yet only after
surmounting a free-energy barrier.
Figure 2
Free-energy surface at 300 K from ab initio
metadynamics spanned
by the generalized coordinates CV1 and CV2, see text, and representative
configuration snapshots for neutral (N) ⇌ zwitterion (Z) interconversions
for Gly(H20)10; see text. The blue arrows mark
the locations of the shown structures on the FES. The bifurcated H-bonded
water bridge, see text, is depicted in 10W-Nouttrans, 10W-NZ, and 10W-Z by dashed green
lines with the bifurcating H2O molecule enhanced, whereas
the other H-bonds present in these structures are not shown for clarity.
The H-bonds in 10W-Nin are shown using dashed red lines
instead.
Free-energy surface at 300 K from ab initio
metadynamics spanned
by the generalized coordinates CV1 and CV2, see text, and representative
configuration snapshots for neutral (N) ⇌ zwitterion (Z) interconversions
for Gly(H20)10; see text. The blue arrows mark
the locations of the shown structures on the FES. The bifurcated H-bonded
water bridge, see text, is depicted in 10W-Nouttrans, 10W-NZ, and 10W-Z by dashed green
lines with the bifurcating H2O molecule enhanced, whereas
the other H-bonds present in these structures are not shown for clarity.
The H-bonds in 10W-Nin are shown using dashed red lines
instead.Given the similarities observed
in the thermal reaction pathways
for charge separation (i.e., Nout → Z) in Gly(H2O)4 and Gly(H2O)10 at 300
K, which are disclosed here for the first time, it is interesting
to ask if the corresponding relative stabilities (i.e., thermodynamics)
and energy barriers (i.e., kinetics) are also comparable. For this
purpose, well-converged free-energy profiles have been computed for
the Nout → Z zwitterionization of glycine using n = 4 and 10 water molecules by employing ab initio thermodynamic
integration, the details of which can be found in SI Section 2. For n = 4, the thermal activation
free energy for 4W-Nout → 4W-Z zwitterionization
is about 12 kcal/mol, whereas the reverse barrier is only ≈4
kcal/mol (see Figure ). Thus, the neutral Gly(H2O)4 cluster is thermodynamically
substantially more stable compared to its zwitterionic state. For n = 10, on the other hand, the forward and reverse barriers
for the 10W-Nout → 10W-Z process are around 6 and
7 kcal/mol, respectively, implying that the zwitterionic state is
thermodynamically stabilized by ≈1 kcal/mol (see Figure ); note that these thermal
free-energy differences between neutral and zwitterionic species at
300 K are in qualitative agreement for both cluster sizes, n = 4 and 10, with the previously reported SCS-MP2 potential
energy differences including zero-point vibrational corrections.[38] In conclusion, the charge-separated zwitterionic
state is (marginally) stabilized for the larger microsolvated cluster,
Gly(H2O)10, whereas the smaller cluster, Gly(H2O)4, prefers the neutral state at the level of
thermodynamic stabilities at 300 K.
Figure 3
Free-energy profiles at 300 K from ab
initio thermodynamic integration
along the generalized coordinate CV1, see text and SI, for the 4W-Nout ⇌ 4W-Z (solid line with
squares) and 10W-Nout ⇌ 10W-Z (dashed line with
circles) neutral (N) ⇌ zwitterion (Z) interconversion processes.
The left and right insets depict glycine itself in the corresponding
neutral and zwitterionic states, respectively.
Free-energy profiles at 300 K from ab
initio thermodynamic integration
along the generalized coordinate CV1, see text and SI, for the 4W-Nout ⇌ 4W-Z (solid line with
squares) and 10W-Nout ⇌ 10W-Z (dashed line with
circles) neutral (N) ⇌ zwitterion (Z) interconversion processes.
The left and right insets depict glycine itself in the corresponding
neutral and zwitterionic states, respectively.It now appears puzzling that the relative overall stabilities of
the neutral and charge-separated states are different for Gly(H2O), given that the interconversion
mechanisms are so similar for n = 4 and 10. Based
on static optimizations of a vast ensemble of Gly(H2O) ground-state structures, it has been found[38] that a specific topological feature—namely,
a bifurcated H-bonded water bridge, which, in addition to directly
connecting the two functional groups, also connects the amino group
to itself via a bifurcating water molecule—is required to render
the zwitterion the global potential energy minimum (i.e., in the static
0 K limit and without providing any insights whatsoever into the charge-separation
mechanism itself). At room temperature, however, H-bonded water networks
are known to significantly fluctuate due to thermally driven H-bond
breaking and making processes.[49] Thus,
is there any hope that such bifurcated H-bonded water wires, being
fragile features of H-bond networks, can be the answer? First of all,
analyses of configurations underlying the free-energy surfaces show
that the water molecules form an extended H-bond network that connects
the two terminal groups in all cases (as visualized by the representative
configurations in Figures and 2 and statistically analyzed in Figure S12). Second, however, only in the 10W-Nout to 10W-Z transformation process favoring the zwitterion
is the presence of bifurcated H-bonded water bridges observed as shown
in the snapshots in Figure . These bifurcated water wires are present in the n = 10 reactant state ensemble, slightly increase in number
in the transition-state ensemble, and finally clearly dominate the
H-bonding topology in the product state ensemble (see Figure S12 for quantitative analysis). The nontrivial
finding is that this very topological feature of the microhydrating
H-bond network is decisive for successful zwitterionization not only
in the computational static zero Kelvin limit but also under realistic
finite-temperature conditions where pronounced thermal fluctuations
at 300 K induce enhanced H-bond dynamics.For both cluster sizes, n = 4 and 10, the generation
of nW-Nin from nW-Z opens
up a new pathway for zwitterion to neutral transformation: Instead
of nW-Z transforming into nW-Nout via the aforementioned water-mediated proton transfer chain,
a direct proton transfer from −NH3+ to
the O2 site of −COO– in nW-Z leads to another neutral conformation, nW-Nin. To determine the kinetic feasibility of this proton transfer
pathway as well as the thermodynamic stability of nW-Nin with respect to nW-Z, we calculated
the associated free-energy barriers for n = 4 and
10 as detailed in SI Section 3. The free-energy
barrier for 4W-Z → 4W-Nin was obtained to be only
≈1 kcal/mol, while the reverse activation free energy is around
4 kcal/mol (see Figures and S7). Similarly, the forward and reverse
barriers for 10W-Z ⇌ 10W-Nin interconversion are
roughly 6 and 3 kcal/mol, respectively (see Figures and S7). However,
10W-Z is thermodynamically only marginally stabilized by ≈1
kcal/mol with reference to the neutral 10W-Nout species.
Together, these results show that the zwitterionic state of Gly(H2O)10 is essentially only kinetically stabilized
with respect to its neutral form. In contrast, the charge-separated
4W-Z state cannot be trapped at all since it is both thermodynamically
and kinetically disfavored. These findings based on free-energy analyses
were furthermore confirmed by running unbiased ab initio trajectory
calculations of the 4W-Z and 10W-Z structures (refer to SI Section 3 for supporting data). Besides, we also
scrutinized whether another interconversion channel is possible, involving
the neutral Nin isomers instead (see SI Section 4). The computed free energetics, however, rule out
kinetically favorable detour pathways for Z to Nout transformation
via the Nin intermediate for both microhydration numbers
(see Figures and S11). Overall, all of these analyses provide
substantial evidence that the charge-separated zwitterionic form of
Gly(H2O)10 is preferred under ambient gas-phase
conditions mainly as a result of kinetic stabilization (since the
lowest free-energy barrier for the neutral to zwitterion transformation
is only 3 kcal/mol but twice as high for the lowest-energy reverse
process), whereas the neutral form of Gly(H2O)4 is overwhelmingly populated at equilibrium since it is both thermodynamically
and kinetically favored.
Figure 4
Free-energy barriers at 300 K from ab initio
thermodynamic integration
for conformational interconversions in (a) Gly(H2O)4 and (b) in Gly(H2O)10 in kcal/mol;
note that kBT at 300
K corresponds to 0.6 kcal/mol. The thermodynamically stable states
as well as the kinetically preferred pathways for charge recombination
Z → N in (a) and for zwitterionization N → Z in (b)
are highlighted in red.
Free-energy barriers at 300 K from ab initio
thermodynamic integration
for conformational interconversions in (a) Gly(H2O)4 and (b) in Gly(H2O)10 in kcal/mol;
note that kBT at 300
K corresponds to 0.6 kcal/mol. The thermodynamically stable states
as well as the kinetically preferred pathways for charge recombination
Z → N in (a) and for zwitterionization N → Z in (b)
are highlighted in red.Let us finally connect
our findings on glycine microsolvation under
ambient conditions to bulk solvation.[29] Unsurprisingly, water-mediated zwitterionization is also found in
bulk solution, but now the charge-separated state is also thermodynamically
stabilized by as much as about 10 kcal/mol (instead of being marginally
stabilized by only ≈1 kcal/mol with n = 10
water molecules) together with an even slightly lower kinetic barrier
of roughly 2 kcal/mol (versus ≈3 kcal/mol) to generate the
zwitterion; recall that the thermal energy, kBT, is 0.6 kcal/mol at 300 K. This allows
us to disclose the full sequence at room temperature from a situation
where (i) zwitterionic glycine is both thermodynamically and kinetically
unstable if too few water molecules are available (n = 4), to a scenario where (ii) the charge-separated state is mainly
kinetically stabilized with more water molecules (n = 10), to the limit where (iii) the zwitterion is both thermodynamically
and kinetically stabilized (n → ∞).
Conclusions
and Outlook
In this work, we have determined the reaction
pathways for intramolecular
charge separation at finite temperature in two microsolvated amino
acid clusters, namely, Gly(H2O)4 and Gly(H2O)10, through extensive ab initio simulations under
ambient conditions. For both microhydration scenarios, the conversion
of neutral into zwitterionic glycine takes place via a proton transfer
cascade from the carboxyl to the amino group employing a short water
wire. On comparing the free-energy barriers for all involved reactions
as well as the relative free energies of the zwitterion with respect
to neutral species, we demonstrate that the zwitterionic form of Gly(H2O)10 is thermodynamically only marginally stable
at room temperature but kinetically stabilized, whereas it is the
neutral form of the smaller cluster that is both thermodynamically
and kinetically favored. The key feature allowing for sustained charge
separation in the microhydration limit is revealed to be the formation
of a specific topological feature of the H-bonding network. This is
the establishment of bifurcated water bridges between the positively
and negatively charged functional groups that are enhanced even at
room temperature in the transition-state ensemble only for n = 10, and finally dominate over linear water wires in
the fully charge-separated state. Bifurcated water bridges can only
be built if a sufficient number of H-bonding water molecules is available
beyond merely solvating the two charged groups by themselves. Overall,
our study provides possible generic insights into zwitterionization
of glycine and, as such, can be applied toward understanding charge-separation
processes in other cases where both steric constraints and solvation
stress are operational. Finally, it would be interesting to see in
future studies how the presence of additional de/protonable groups
in amino acids might impact the overall charge-separation mechanisms.
Methods
and Models
System Setup and Computational Details
The minimum
energy structures that correspond to the neutral and zwitterionic
forms of Gly(H2O)4 and Gly(H2O)10, respectively, as reported in our previous work[38] were considered as the initial structures to
launch the present ab initio molecular dynamics (AIMD) simulations.[44] The neutral and zwitterionic structures of Gly(H2O)4/Gly(H2O)10 will be denoted
4W-Nout/10W-Nout and 4W-Z/10W-Z, respectively.
In addition, a minimum energy structure of one other conformer of
the neutral form, where the −COOH group is rotated inward and
forms a H-bond interaction with −NH2, was equilibrated
and is denoted 4W-Nin/10W-Nin for Gly(H2O)4/Gly(H2O)10.All
simulations were performed using the CP2k suite of programs[50,51] that implements iterative Born–Oppenheimer propagation[44] to solve the electronic structure on the fly.
The system was treated by density functional theory using the RPBE
functional[52] supplemented by the D3 dispersion
correction[53] (where the two-body terms
together with zero damping are used) to account for the London (a.k.a.
van der Waals) interactions. We chose the TZV2P triple-ζ Gaussian
basis set with polarization functions[54] together with a plane wave cutoff of 500 Ry to represent the electron
density, and the core electrons were described using norm-conserving
separable dual-space Gaussian pseudopotentials.[55,56] A rather large simulation box of size (21 × 21 × 21) Å3 was considered in this study for all reported simulations,
and the Martyna–Tuckerman Poisson solver[57] was used to apply finite-size rather than periodic boundary
conditions. This is mandatory to fully suppress the long-range electrostatic
interactions as required to properly compare free energies of zwitterionic
versus the neutral Gly(H2O) clusters on equal footing. The temperature corresponding to 300
K was maintained using Nosé–Hoover chain thermostats.[58] A time step of 0.5 fs was chosen to integrate
the equations of motion.
Free-Energy Sampling
The reaction
pathways for the
interconversion between different isomers were obtained by performing
extended Lagrangian ab initio metadynamics simulations[59,60] using the same RPBE-D3 electronic structure method as that introduced
in the previous subsection. Metadynamics is a powerful technique where
sampling is enhanced in a space spanned by a set of predefined generalized
coordinates, called the collective variables or CVs, which are assumed
to provide a suitable coarse-grained description of the relevant free-energy
subspace that describes all relevant rare events at the selected simulation
temperature. To this end, a bias potential in terms of Gaussian hills
is added to these CVs, which prevent the system from revisiting the
already sampled points in the configurational space and by doing so
allowing the system to visit unexplored regions including high (free)-energy
regions corresponding to rare events. This eventually drives the system
to escape the reactant minima via the lowest saddle point, enabling
the reaction pathway to be determined. Additionally, an estimate of
the underlying free-energy surface within the respective multidimensional
CV subspace can be mapped out using the negative sum of the added
biasing potentials. The interested reader can find more background
and information on metadynamics sampling, for instance, in refs (44, 61−63).We mainly used
dimensionless CVs defined in terms of coordination numbers Cbetween a specific atom of species
A and a
set of other atoms J that belong to species B depending
on their internuclear distance d[A – J]. Here, dAB0 is a fixed parameter that is defined
based on the nature of interactions of the involved atoms, whereas p and q are integers that determine the
steepness of the coordination number function. The value of dAB0 was chosen to be 1.3 Å in all simulations, whereas the values
of both p and q were set to 12.A Gaussian potential of height ≈1.0 kBT and width δ = 0.03 was used to fill
the minima. To avoid the well-known “hill-surfing” problem
in metadynamics,[64] we employed the adaptive
time step approach, where a new Gaussian is added only after a displacement
in CV space that exceeds 1.5 × δ with respect to the center
of previously added Gaussian.[64] A mass
of 50 amu was assigned to the CV, and a coupling parameter of 2.0
au was selected in the extended Lagrangian.[60] The CV temperature is maintained at 300 K via scaling with the accepted
tolerance of ±200 K. These parameters have been validated in
a set of previous studies where similar Grotthuss-like proton transfer
reactions involving water molecules were scrutinized.[29,65−68]Although metadynamics can be efficiently used for both accelerating
rare events and reconstructing high-dimensional free-energy landscapes,
the accuracy of the obtained free-energy difference and barrier estimates
versus the underlying computational effort is a matter of concern.[61,62] An accurate description of barriers can only be achieved either
by sampling many recrossing events involving all free-energy minima
within the reaction subspace spanned by the respective CVs,[61,62] which is difficult or impossible to achieve on complex landscapes,
or by performing well-tempered metadynamics where the growth rate
of the bias potential is systematically decreased with simulation
time,[69] where sampling becomes increasingly
less efficient. In practice, both procedures are computationally demanding
if the aim is to faithfully determine free-energy differences.An alternative way to more easily obtain accurate estimates of
free-energy differences along a one-dimensional transformation pathway
only is to employ the traditional umbrella sampling[70] or thermodynamic integration (or potential of mean force)[71] methods along a predefined order parameter,
which can be a typical CV, that connects the initial to the final
state via a transition state. Therefore, in this work, instead of
trying to quantitatively compute free-energy differences using metadynamics
techniques, we employed ab initio thermodynamic integration[44] along a single CV. This was possible since analysis
of the free-energy surfaces as obtained from ab initio metadynamics
for both Gly(H2O)4 and Gly(H2O)10 revealed that orthogonal contributions to the interconversion
of neutral and zwitterionic states as described by CV1 alone are very
small according to Figures and 2 in the main text. For this purpose,
multiple initial configurations along CV1 as given by the respective
free-energy surfaces obtained from metadynamics were sampled; see
SI Section 2 for definitions of CV1 and
CV2. For each such configuration, a usual constrained ab initio simulation[44] at a fixed λ = CV1 value (of at least
50 ps length) was performed to provide a converged average ⟨f⟩λ of the force acting on the constraint
for that particular constraint (after excluding the first 5 ps). The
resulting one-dimensional free-energy profiles are calculated fromafter integrating the average constraint force
from the respective initial to the final state.
Authors: Mahmoud Moqadam; Anders Lervik; Enrico Riccardi; Vishwesh Venkatraman; Bjørn Kåre Alsberg; Titus S van Erp Journal: Proc Natl Acad Sci U S A Date: 2018-04-30 Impact factor: 11.205