3.1. Structure of host, guest, and complexes
The optimized structures of the drug gemcitabine are shown in Fig. 1(a) and the cucurbit[n]urils, Q[n] (n=6,7, and 8) are shown in Fig.1(b-d). The drug gemcitabine is a pyrimidine nucleoside prodrug in which the hydrogen atoms on the 2’ carbon of deoxycytidine are replaced with fluorine atoms. The computed bond parameters of Q[n] were found to agree well with the previous reports [38]. The most important parameters used to judge the ability of a host to transport a well-defined drug molecule through the boding are its binding energy along with its ability to encapsulate the drug. To identify the best conformer and to know the possible encapsulation of the drug inside the Q[n] (n = 6,7 and 8) the drug is allowed to interact with the Q[n] in all possible modes. Since there exist various possible adsorption sites in the drug, we noticed several adsorption configurations including the full, partial, and surface adsorption sites for all the Q[n] studies. The partial encapsulation includes either encapsulation of the pyrimidine base or the carbohydrate part. The most stable geometry for the guest complexation of gemcitabine drug is shown in Fig 2. The other low-lying gemcitabine complexes with Q[6], Q[7], and Q[8] are shown in supporting information Fig S1- S3.
It is interesting to observe that the most stable configuration with gemcitabine is fully encapsulated for gemcitabine@Q[6] and gemcitabineQ[7] and in these encapsulated systems the gemcitabine amino -NH2 and the alcoholic group in the carbohydrate, bonds with the carbonyl units of Q[n]. However, the guest orientation differs by the size of Q[n]. In the gemcitabine@Q[6], the gemcitabine is perpendicular to the Q[6] In the gemcitabine@Q[7] and gemcitabine@Q[8], we observe the guest orientation to be partially and fully parallel to the carbonyl portal of the hosts. This clearly shows that in Q[6] the gemcitabine undergoes a tight fit into a host, while in Q[7] has a perfect packing coefficient as suggested by Rebeck Jr. [39] During complexation, structural changes in the host and guest were observed and are found to be the least for the most stable complexes. The strain energy is computed from the difference in energy values of the host and guest in their ground state geometry and the energy obtained on the geometry after complex formation. The computed strain energy for the encapsulated complexes is shown in Table 1, which shows are large variation in the guest as well as the host molecule in the encapsulated drug-host complexes. The strain energy on the host and guest molecules was the minimum for the gemcitabine@Q[7] and highest for the gemcitabine@Q[6]. Recently, Gejii et. al suggested that for the most stable complexes the deformation energy will be minimum on the host and guest molecules [40]. In the present study, we observe the structural changes were minimum in the host and drug molecule for the gemcitabine@Q[7] encapsulated complex, which supports the previous findings [40].
A close observation shows that the hydroxyl groups of the deoxycytidine and the amino groups are found to exist in HBs with the carbonyl unit of the Q[n] molecule. Interestingly, in the encapsulated complexes the number of HBs varies with the complex. In the gemcitabine@Q[6] and gemcitabine@Q[7] complexes, two hydroxyl groups and one amino hydrogen of gemcitabine were bonding with the cucurbiturils carbonyl group. In the case of gemcitabine@Q[8], one hydroxyl group and two amino hydrogen were bonding with the cucurbiturils carbonyl unit. In the gemcitabine@Q[6] stable complex, the two hydroxyl groups are at a distance of 2.097 and 2.178 Å from the carbonyl group of Q[6]. In the most stable gemcitabine@Q[7] complex the above distances are 2.163 and 1.942 Å, while in the gemcitabine@Q[8] the distance was 1.847 Å. Likewise, the amino groups were found to have different bonding distances in the complexes. In general, the least deformation of the host and guest molecules exemplifies the host to be an optimal fit for the guest and the presence of HBs between gemcitabine and carbonyl portal of the Q[7] host makes it a stable gemcitabine@Q[7] complex.
To understand the effect of pH on the gemcitabine drug complexation with Q[7], recently Adam Buczkowski studied their interaction in both acidic and aqueous solutions [21,22]. He observes that a decrease in pH improves the binding of the drug to Q[7] and an increase in sodium chloride concentration decrease the complex stability, presumably due to the hindering effect of the binding of sodium cations with Q[7] portals. To know the real trend, we introduced one and two sodium atoms by replacing the hydrogen atoms of the hydroxyl group as they are more prone to basic conditions. The fully optimized geometries of the inclusion complex are shown in supporting information Fig. S4. After the introduction of sodium, we observe that in encapsulated complex, the amino group of gemcitabine is moved out of the Q[7] cavity. With the introduction of the second sodium, we observe that gemcitabine moves out of the cavity more. Furthermore, the formed complex loses the HBs between the gemcitabine and Q[7] and the sodium atoms lie close to the carbonyl portal of Q[7].
3.2. Energetic analysis and stability of complexes
To know the stability of the encapsulated gemcitabine with Q[n] (n=6,7 and 8) we calculated their binding energy. The binding energy is computed as the energy change between the total energy of the gemcitabine encapsulated complex and the total energy of various cucurbituril and gemcitabine molecules at their most stable geometry [41]. The binding energy of gemcitabine with various cucurbiturils is provided in Table 1. The BE values are found to vary with the Q[n]. gemcitabine@Q[6] has the least BE value of -28.57 kcal mol-1, while the gemcitabine@Q[8] has the -39.87 kcal mol-1. The largest BE value was observed for the gemcitabine@Q[7] with -42.14 kcal mol-1. Thus, among the hosts studied, gemcitabine has the highest binding energy with Q[7] and the least with Q[6] molecule.
Table 1. Computed binding energy, strain energy on host and gemcitabine molecule, and thermodynamical parameters for the stable encapsulated complexes using M06-2X-D3/6-311G(d,p) level in the solution phase in various cucurbituril hosts. All the parameters are provided in kcal mol-1.
System
|
BE
|
Strain energy
|
DH298
|
TDS298
|
DG298
|
DG273
|
DG216
|
Q[n]
|
gemcitabine
|
gemcitabine@Q[6]
|
-28.57
|
12.5
|
11.33
|
-23.10
|
-20.18
|
-2.91
|
-4.63
|
-8.59
|
gemcitabine@Q[7]
|
-42.14
|
6.89
|
2.98
|
-39.09
|
-19.95
|
-19.13
|
-20.82
|
-24.69
|
gemcitabine@Q[8]
|
-39.87
|
9.91
|
4.98
|
-36.70
|
-21.44
|
-15.25
|
-17.07
|
-21.19
|
To deduce the complexation capability and dependency of gemcitabine with hosts Q[n] (n=6,7 and 8), we calculated the thermodynamic parameters such as standard free energy change (ΔG°), enthalpy change (ΔH°) and entropic component (TΔS°) for these encapsulated complexes in solution phase. Table 1 summarizes the thermodynamic parameters for the encapsulated complexes calculated at 1 atm and 298.15 K using the partition functions obtained in a vibrational frequency calculation. Adam Buczkowski reported the ΔH°, ΔG°, and TΔS° for the complexation of gemcitabine with Q[7] from an isothermal titration calorimetry (ITC) experiment at pH=4.5 as -41.8±1.6, -20.6±0.2 and -21.2±1.7 respectively. Our reported values agree well with the experimental values reported by Adam Buczkowski [21]. The enthalpy changes were negative for all the studied complexes, implying the encapsulation process is exothermic. Besides, the Gibbs free energy change was also negative, demonstrating the encapsulation process is spontaneous and thermodynamically favorable. The high negative ΔG° and ΔH° values suggest that the encapsulation process is spontaneous and is an enthalpy-driven process [42, 43]. The computed entropies were also negative indicating that the system transfers to a more ordered state during encapsulation compared to the free fluctuating guest/host molecules.
It is interesting to find that the ΔG° and ΔH° are higher for the Q[7] encapsulated complex than the Q[n] complexes. On the contrary, the entropy contribution for all the complexes was more negative than other thermodynamic parameters and are nearly similar, implying that for the complexation process enthalpy plays a major role than entropy. To understand the effect of temperature during the complex formation process, we computed the ΔG° at temperatures 298, 273, and 216 K which are listed in Table 1. With the decrease in the temperature, we observe that the complex formation increases. Thus, from the thermodynamic point of view, the formation of gemcitabine@Q[7] encapsulation is more facile, stable, and spontaneous compared to the other studied complexes.
In order to know the kinetic stability of these encapsulated complexes, we calculated the energy separation of the highest occupied molecular orbital (HOMO) and the lowest unoccupied molecular orbital (LUMO). The HOMO–LUMO gaps (Egap) computed for the encapsulated complexes are listed in Table 2. The Q[n] molecules have an Egap of 9.75 – 9.75 eV, while the gemcitabine has an Egap of 7.93 eV. The inclusion complex has Egap of 7.70 – 7.91 eV which is lower than gemcitabine and the host Q[n] molecules. This shows that the gemcitabine molecule is chemically stable when encapsulated and the encapsulation process is reversible and kinetically controllable.
Table 2. The computed band gap (Egap) and the reactive descriptors for the host and guest molecules computed in the solution phase at M06-2X-D3/6-311G(d,p) level of theory. All the values reported are in eV.
System
|
Egap
|
μ
|
η
|
ω
|
ECT
|
gemcitabine
|
7.93
|
-4.05
|
3.97
|
2.07
|
-
|
CB6
|
9.75
|
-3.61
|
4.88
|
1.34
|
-
|
CB7
|
9.78
|
-3.68
|
4.89
|
1.38
|
-
|
CB8
|
9.79
|
-3.73
|
4.90
|
1.42
|
-
|
gemcitabine@CB6
|
7.70
|
-3.72
|
3.85
|
1.80
|
-0.28
|
gemcitabine@CB7
|
7.87
|
-3.72
|
3.93
|
1.76
|
-0.27
|
gemcitabine@CB8
|
7.91
|
-3.86
|
3.95
|
1.89
|
-0.26
|
The frontier molecular orbital (FMO) of the encapsulated gemcitabine with cucurbiturils is provided in Fig. 3, while the hosts and guest are provided in the supporting information in Fig. S5. From Fig. 3, and Fig. S5, it is evident that the HOMO and LUMO orbitals are located mainly on the gemcitabine uracil ring, before and after encapsulation formation, indicating that the encapsulation does not alter the electronic nature of the drug and the process occurs by pure physical adsorption [44].
From HOMO and LUMO eigenvalues, we computed global reactivity descriptors (GRD) such as electronic chemical potential (μ), chemical hardness (η), and global electrophilicity index (ω) which are connected with the maximum hardness and minimum electrophilicity principle (MHP). The above quantities are used to arrive at electrophilicity-based charge transfer (ECT). The details to attain the GRD parameters are provided in our previous publications [45,46] and the values obtained are listed in Table 2. The chemical potentials of all the complexes were negative, which suggests that the encapsulated complexes are stable. Also, the chemical potentials of the gemcitabine molecule are greater than the free host molecules and the encapsulated complexes have chemical potential higher than the free guest and lower than the gemcitabine. The chemical potential indicates the measure of electron transfer in a system during the complexation process. The chemical hardness of the gemcitabine molecule is larger than the cucurbit[n]uril molecules. Among the cucurbit[n]uril molecules, no appreciable change in hardness values was observed. Also, the chemical hardness values of the encapsulated complexes are closer to the free guest molecule. The electrophilicity index ω is a positive number and larger values are characteristics of most electrophilic systems [47]. From the table, we can see the guest molecule has higher ω values than the host molecules. Furthermore, among the encapsulated complexes, gemcitabine@Q[7] has a lower electrophilicity index ω, suggesting that Q[7] is a better host for gemcitabine. To identify the direction of charge transfer we have calculated the electrophilicity-based charge transfer (ECT) using Eq. (1)
ECT = (DNmax)host - (DNmax)guest (1)
where ΔNmax = - μ/η.
The gained results for the encapsulated complexes are listed in Table 2. The ECT values were positive for all the complexes, demonstrating the charge transfer occurs from the guest to the host molecule and that the charge transfer from the guest is nearly identical for all the host molecules. Thus, in addition to the charge transfer, other intermolecular interactions also show a vital role in stabilizing the gemcitabine inside the host molecules.
3.3. Nature of Intermolecular Interaction
To realize the charge transfer from the host to the guest and to identify the other intermolecular interactions that are accountable for the stabilization of the gemcitabine inside the host molecule, we carried out quantitative molecular electrostatic potential (MESP), Atoms-in-molecule (AIM) analysis, non-covalent interaction - reduced density gradient (NCI‑RDG) analysis and energy density decomposition (EDA) analysis.
3.3.1 Molecular Electrostatic Potential Analysis
To corroborate the findings of electrophilicity-based charge transfer (ECT), we have computed the quantitative molecular electrostatic potential values for the gemcitabine, Q[n], and encapsulated complexes at 0.001 electrons/Bohr3 isodensity surface [48]. The MESP mapped isosurface for gemcitabine and Q[n] molecules are depicted in Figure S5 and the inclusion complexes are shown in Fig. 4. The electron-rich regions are represented in blue color and the deficient regions in red color and are assigned as Vs,min and Vs,max respectively.
In the guest molecule, we observed the Vs,min on the oxygen atoms of carbonyl and hydroxyl groups. The highest Vs,min was observed on the carbonyl group of the uracil unit. The Vs,max was found on the hydrogen atoms of the amino group and hydroxyl groups. The 2’ -OH has the highest value of 74.3 kcal mol-1, while the 5’-OH has a value of 72.9. The amino hydrogen has 60.2 and 40.2 kcal mol-1 Vs,min values. In the Q[6] host, the Vs,min values are mainly localized on the carbonyl portal with a value of -102.7 kcal mol-1. Besides the inner cavity has a Vs,min value of -51 kcal mol-1. The Vs,max were mainly localized on the methylene hydrogen atoms connecting the glycoluril units. In the Q[7] and Q[8] host the Vs,min on the carbonyl portal were -97.3 and 98.7 kcal mol-1. Thus with the increase in the size of the Q[n] only a minor variation is observed. Similarly, the Vs,max also show a small variation in size. However, the Vs,min value observed on the inner cavity increases with the increase in Q[n] size.
It is anticipated that during the complex formation process, the noticed positive region in a molecule can interact with any negative region of the other molecule, giving rise to a directional interaction [49]. Hence, there could be an increase or decrease in the positive or negative values for the studied complexes. In the stable gemcitabine@Q[6] complex the Vs,max observed on the hydrogen atom of amino of gemcitabine turns to negative Vs,max from 60.2 to -24.0 kcal mol-1. While there is a substantial decrease in the Vs,min value on both the carbonyl portal end. Furthermore, the carbonyl portal on the end attached to the sugar ring of the host underwent a complete charge shift, which is evident from the complete disappearance of blue regions on the carbonyl part of Q[6] host, while the Vs,max observed on the methylene bridges shows decrease or increase in value depending on the location of the host molecule. In the case of gemcitabine@Q[7], although a similar trend has been observed the charge transfer is more pronounced which is evident from the partial disappearance of red Vs,max regions observed at the middle of the Q[7] unit. In the case of gemcitabine@Q[8] complex, a substantial change in the Vs,max, and Vs,min values are observed on the cavity of the Q[8] unit, however, no appreciable change in the Vs,min values of the carbonyl unit is observed. Thus, one can conclude that the MESP analysis shows that charge transfer is more pronounced in the gemcitabine@Q[7] complex, while in the gemcitabine@Q[8] complex, the complexation occurs at the inner cavity, which leads to a decrease in the charge delocalization in the complex.
3.3.2 Atom in Molecule Analysis
Atom in molecules analysis is a technique used to quantify the nature of the interaction between the molecules in a complex. The topological parameters such as total electron density r(r), and its Laplacian (Ñ2r(r)) at the bond critical points provide the strength of bonds in the encapsulated complexes [50]. The computed average AIM parameters for the complexes are provided in Table 3, while for the individual molecules, the parameters are listed in Table S1 – S3. The tomographs obtained for all the stable inclusion complexes are depicted in Fig. 5, in which the green dots represent the (3, -1) bond critical points, red dots (3, -1) ring critical points, and blue dots (+3, +3) the cage critical points. The total number of intermolecular BCPs and their electron density were found to vary with the host molecule. The highest number of BCPs, ring critical points (RCPs), and cage critical points (CCPs) are found for the gemcitabine@Q[6] and least for the gemcitabine@Q[8] complex. The presence of the highest number of RCPs and CCPs in the gemcitabine@Q[6] complex shows the existence of steric crowding in the system which is a destabilizing factor for the complex.
Table 3. The average of QTAIM parameters (in a.u.) of intermolecular bonding between the gemcitabine drug molecule and cucurbituril Q[n] (n=6,7 and 8) hosts.
n
|
x̅ r(r)
|
x̅ Ñ2r(r)
|
x̅ l1
|
x̅ l2
|
x̅ l3
|
x̅ V(r)
|
x̅ G(r)
|
x̅ H(r)
|
ε
|
No. BCP’s/ RCP’s/CCP’s
|
6
|
0.010623
|
0.041971
|
-0.009431
|
-0.006075
|
0.057477
|
-0.008511
|
0.009502
|
-0.000991
|
1.10
|
32/49/14
|
7
|
0.008863
|
0.035217
|
-0.008736
|
-0.006547
|
0.050501
|
-0.007047
|
0.007926
|
-0.000879
|
1.06
|
29/45/13
|
8
|
0.008922
|
0.034005
|
-0.008877
|
-0.007258
|
0.050139
|
-0.007000
|
0.007751
|
-0.000750
|
0.58
|
28/44/9
|
The computed total electron density r(r) at the intermolecular BCPs have values in the range of 0.0005–0.0305 a.u. which are classified as weak bonding. The r(r) values of the hydrogen bonds were in the range of 0.0070–0.0257 a.u which is within the range proposed by Rozas et.al [51, 52]. The highest r(r) values are found for the HOSTC=O···H-NGUEST followed by HOSTC=O···H-OGUEST. Besides the above interaction, we also noticed the presence of HOSTO=C···F-CGUEST which is due to the halogen bonding [53]. Furthermore, we also noticed the presence of several N···N, O···O interactions in these complexes which are considered extremely weak. In addition, we observe the presence of one, two, and three new intramolecular bonds in gemcitabine molecules in the encapsulated complexes with host Q[6], Q[7], and Q[8] host molecules. In the gemcitabine@Q[8] complexes, we also noticed the presence of new intramolecular bonds between the carbonyl oxygen atoms indicating a high strain in the host Q[8] molecule.
The ellipticity (ε) value is a measure of charge distribution, and thus the bond stability or weakness of the bond [54] The ε value is > 1 for the gemcitabine@Q[6] complex which also supports its least stability. The sign of Ñ2r(r) value is a useful measure to determine the nature of bonding as covalent or electrostatic and or closed-shell interaction [55]. The positive Ñ2r(r) values observe at the intermolecular BCPs for all the complexes designate the interactions are electrostatic or closed-shell interactions. Besides, a positive value of H(ρ), designates the presence of non-covalent interaction at the BCP. Also, if the ratio of −G(ρ)/V(ρ) > 1, then the interaction can also support the existence of noncovalent interaction between the guest and host molecules. Thus, these complexes are stabilized by various non-covalent interactions including HBs and C···F interactions.
3.3.2 Noncovalent interaction analysis–reduced density gradient (NCI‑RDG) analysis
Non-covalent interaction analysis – reduced density gradient (NCI-RDG) analysis helps to portray the various noncovalent interaction present in the complexes [56,57]. As these complexes are stabilized mainly by noncovalent interactions, NCI-RDG analysis is carried out on the most stable optimized structures. The 2D NCI analysis along with RDG isosurfaces for the encapsulated complexes are shown in Fig 6.
In the 2D RDG plots, the strong hydrogen bonding interactions are shown in blue color (r > 0.01 a.u), while the green and red color spikes represent the van der Waals interaction and steric repulsion respectively. The sign(l2)r values indicate that these encapsulated complexes have strong HBs, weak van der Waals, and steric interactions. From the isosurface NCI diagram, predominant steric interactions could be found in the gemcitabine@Q[6] complex which is evident from the red patches between the host and guest molecule. The NCI isosurface for gemcitabine encapsulated complexes with Q[7] and Q[8] host displays that the green patches are uniformly distributed in all directions and less amount of red patches providing them more stability compared to the gemcitabine@Q[6] complex. Thus, gemcitabine@Q[6] is destabilized by steric crowding, while van der Waals and hydrogen bonding are the main stabilizing factors in the formation of these complexes.
3.3.3 Energy decomposition analysis
To quantify the strength of intermolecular interactions between the gemcitabine and Q[n] host molecules in the encapsulated complexes, we used the energy decomposition analysis (EDA) [58]. In EDA analysis the total interaction energy is decomposed into Paulis repulsion and attraction terms such as electrostatic, orbital, and dispersion energy using the Ziegler–Rauk equation (2)
DEint = DEpauli + DVelectrostatic + DEorbital + DEdisp (2)
where ΔEPauli is Pauli’s repulsion energy, ΔVelectrostatic, ΔEorbital, ΔEdisp is electrostatic interaction, orbital and dispersion energies. ΔEPauli is always a positive term owing to the destabilizing interactions linked with suitable anti-symmetrization and renormalization of the Hartree product of the fragment wavefunctions and is accountable for steric repulsion. ΔEorbital is stabilizing component originating from the interactions of the occupied MOs of one fragment and the unoccupied MOs of the other fragment. ΔVelectrostatic parallels to the conventional electrostatic interaction between unperturbed charge distributions between the fragments. The calculated EDA values along with the percentage of contribution for the encapsulated complexes are listed in supporting information Table S4. A pictorial view of the same is provided in Fig. 7.
It is apparent that the gemcitabine@Q[6] complex has the maximum Paulis repulsive energy and is the least for the gemcitabine@Q[7]. In the attractive terms, ΔVelectrostatic is higher for the gemcitabine@Q[6], while for the other complexes they are nearly identical. The orbital interactions are higher for the gemcitabine@Q[7] and least for the gemcitabineQ[6]. The dispersion energy is least for the gemcitabine@Q[6] and is largest for the gemcitabineQ[7] implying that dispersion plays a major role in stabilizing the complexes. Also, it can be seen that dispersion and electrostatic interactions in the gemcitabine@Q[7] complex have a nearly identical contribution. These result from the EDA analysis supports the results obtained in the MESP analysis and NCI-RDG analysis. Thus, from the EDA outcomes, we can conclude that non-covalent and electrostatic interactions with partial covalent character alleviate the encapsulated complexes.