Abstract
Supramolecular systems may be used to stabilize otherwise unstable isomers to find alternative synthetic pathways. It has been reported that cucurbit[8]uril can stabilize trans-I and trans-II Cu\(^{{\textrm{II}}}\) cyclam, whereas trans-III is the only non-substituted trans Cu\(^{{\textrm{II}}}\) cyclam diastereoisomer found outside of the host molecule experimentally. Quantum chemistry methods can provide valuable insight into the intermolecular interactions involved in these inclusion complexes. All five possible trans diastereoisomers of Cu\(^{{\textrm{II}}}\) cyclam were studied within the host molecule to calculate the interaction energy and free energy of association for each complex. The relative free energies of the five free cyclams confirm that trans-I and trans-II are the most energetically accessible diastereoisomers from the initial trans-III starting point. Energy decomposition analysis was used to identify the attractive and repulsive interactions between cyclam and cucurbit[8]uril and showed that trans-II encounters repulsive forces almost three times greater than trans-I, which may explain the 7:3 ratio of trans-I to trans-II within cucurbit[8]uril that occurs experimentally. Optimized complex geometries with trans-III, IV, and V show that the cyclams protrude out of cucurbit[8]uril, whereas trans-I and trans-II become more encapsulated and elongate the host, suggesting that the position of the cyclam is extremely important when forming non-covalent interactions. Our results agree with the experimental findings and provide greater insight into why the most stable isolated cyclam diastereoisomer, trans-III, does not form a complex.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
1 Introduction
Host-guest inclusion complexes have a wealth of applications from drug capture for targeted delivery [1], to selective binding for molecule detection through molecular sensor design [2]. Such inclusion complexes are primarily stabilized through non-covalent interactions between the host and guest such as van der Waals forces, hydrogen bonding and the hydrophobic effect [3]. This added stability can be exploited to preferentially explore otherwise inaccessible chemistry.
For example, it has been shown that cucurbituril molecules [4] have the ability to act as nanoreactors [5] by stabilizing high energy compounds and providing alternate reaction pathways for chemical synthesis. Cucurbit[n]urils (CBn) are named for their pumpkin-like shape (pumpkin, from the cucurbitaceae family) and are made up of n repeating glycouril units joined by pairs of methylene bridges, with n usually varying from 5 to 8. Cucurbiturils are generally rigid host molecules with carbonyl groups lining the cavity, contributing to the highly negative electrostatic potential within the host. Preferred guests are therefore mainly neutral or cationic [6].
In 2009, Hart et al. [7] reported the first stabilization of non-substituted trans-I and trans-II Cu\(^{\textrm{II}}\) cyclam diastereoisomers by inclusion within a CB8 host molecule. Cyclam, or 1,4,8,11-teraazacyclotetradecane, is a 14 membered macrocycle which can bind to a variety of metals (such as Cu, Zn, Ni, Cr, Tc, and Ru) and is used in many clinical applications such as radionuclides for diagnostic imaging and stem cell mobilization [8]. Cyclam complexes can generally be observed in one of five diastereoisomers, as shown in Fig. 1.
However, only the trans-III diastereoisomers has been observed in its free, uncomplexed form, owing to the fact that steric hindrance is minimized [9]. Interestingly, the trans-III Cu\(^{\textrm{II}}\) cyclam complex was not found within the CB8 cavity. It was proposed that hydrogen bonding between the CB8 host and the Cu\(^{\textrm{II}}\) cyclam guest was accountable for stabilizing the unexpected high-energy cyclams. However, it is important to point out that similar studies with Ni\(^{\textrm{II}}\) cyclam included within CB8 found that only the trans-III cyclams were isolated [7, 10]. In this work we systematically explore, in silico, the inclusion chemistry of Cu\(^{\textrm{II}}\) cyclam with CB8. By using quantum chemistry methods, we seek to rationalize the surprising experimentally observed stability of higher energy Cu\(^{\textrm{II}}\) cyclam structures within CB8.
2 Computational methods
To determine the relative stability of cyclams within and outside CB8 under a variety of conditions, geometry optimizations were performed on each of the five Cu\(^{\textrm{II}}\) cyclam diastereoisomers as free molecules, complexed to 1 and 2 water solvent molecules, and within CB8. The crystal structures obtained by Hart et al. [7] for the trans-I and trans-II Cu\(^{\textrm{II}}\) cyclams exhibit 1 and 2 water molecules, respectively, coordinated to the copper centre of the cyclam (see Fig. 2). As such, it is important to explore the extent to which such microsolvation plays a role in the relative thermodynamics of this system, so all geometry optimizations were performed in both the gas phase and with an implicit water solvation model based on density (SMD) [11].
All structures were optimized with density functional theory (DFT) and frequency calculations were performed on each of the single point structures to ensure that they corresponded to a minimum on the potential energy surface. To do this, we used the TPSS [12] functional paired with the def2-TZVP [13, 14] basis set and the D3 empirical dispersion correction with Becke-Johnson damping for appropriate description of dispersion interactions [15]. All optimizations, frequency and single-point energy calculations were performed with the Gaussian 16 (Rev B.01) program [16] and tight convergence criteria.
For a more detailed analysis of intermolecular and intramolecular interactions, an extended transition state energy decomposition with natural orbitals for chemical valence [17, 18] (ETS-NOCV) analysis was performed on the crystal structures to quantify the magnitude of attractive and repulsive forces between cyclam and CB8. This energy decomposition analysis (EDA) was done with the BLYP [19, 20] density functional incorporating the D3 dispersion correction [21] and the triple-\(\zeta\) polarized TZ2P basis set [22] with the Amsterdam Density Functional 2016 program [23,24,25]. This computational approach has been shown previously to be accurate for non-covalent interactions [26].
The quantum theory of atoms in molecules [27] (QTAIM) was used to compute bond critical points between cyclam and CB8 to determine the presence and relative strength of individual interactions within the AIMAll package [28] (Version 14.04.17). Additionally, non-covalent interactions within the complexes were predicted and visualized with the NCIplot [29, 30] program through an analysis of the electron density, \(\rho\), and the reduced gradient density, \(s(\rho )\). The isosurfaces are generated using a \(\rho\) < 0.07 a.u. cutoff to capture mainly weak interactions.
3 Results and discussion
3.1 Free trans-X Cu\(^{\textrm{II}}\) cyclam
A comparison of the relative total Gibbs free energies of each diastereoisomer of trans Cu\(^{\textrm{II}}\) cyclam is shown in Fig. 3. These free energies are computed with TPSS/def2TZVP with implicit water solvent taken into account with SMD. The results agree with experiment in that the most stable diastereoisomer of the free uncomplexed Cu\(^{\textrm{II}}\) cyclam is trans-III [9].
The difference in free energy between trans-III to trans-I is the smallest at 2.9 kcal/mol, and trans-II is the next closest at 5.1 kcal/mol higher. Furthermore, the experimental cyclam@CB8 complex is observed in a 7:3 ratio of trans-I and trans-II included in CB8, respectively, and this is somewhat supported by the free energy differences in that trans-I would be slightly more energetically accessible than trans-II. The population probability of the free cyclams were calculated via a Boltzmann distribution at 298 K: as expected trans-III has a >99% probability, whereas trans-I and trans-II are less likely to be populated at 0.75% and 0.02%, but shows that it is an order of magnitude more likely that trans-I is populated with respect to trans-II.
The trans-IV and trans-V cyclams are higher in free energy (11.3 kcal/mol for trans-IV and 8.1 kcal/mol for trans-V) with respect to the most stable cyclam; at 298 K, trans-IV and trans-V are not populated. This may explain why these diastereoisomers are not experimentally observed within CB8.
When considering the thermodynamic pathway for inclusion, it is instructive to next look at the activation strain required to distort the free cyclam isomers to their optimized geometry within the CB8 cavity. That is, we first optimize the structure of the complexed cyclam within CB8 and then compare this energy (of just the cyclam) to its free analogue, and the results are reported in Table 1 in both gas phase and implicit water solvent.
The strain energies of each diastereoisomer are all within approximately 1.8 kcal/mol, which shows that the strain of inclusion may not be the limiting step in this multi-faceted process. It is also important to note here that the computationally optimized structures of the trans-I and trans-II cyclams included within CB8 differ somewhat from the reported experimental crystal structures (see Sect. 3.2.1). This is not surprising owing to the lack of a condensed phase within our models, but it does afford us the opportunity for comparison. For the implicit solvation calculations, there is minimal difference in energetics as all are within at most 0.5 kcal/mol. Together with the data in Fig. 3, it may be more likely that trans-III cyclam structurally changes to trans-I or trans-II cyclam in order to be favourably included in the CB8 host.
Table 2 reports the strain energy required for trans-III cyclam to convert into each of the five diastereoisomers studied here. Unsurprisingly, the process in which trans-III distorts to include itself within CB8 is the lowest energy at 1.8 kcal/mol, however, this does not explain the absence of this complex in experiment. The energetics involved in distorting trans-III to trans-I@CB8 and trans-II@CB8 requires 2.1 kcal/mol and 6.0 kcal/mol, respectively, which also agrees with the 7:3 ratio of trans-I@CB8 to trans-II@CB8, as observed experimentally. The strain energy is higher for trans-III to distort into trans-IV@CB8 and trans-V@CB8 compared to all other diastereoisomers, and when one takes into consideration that, in the free state, the trans-IV and trans-V cyclams are much less accessible in solution, it becomes clear as to why these stereoisomers are not observed. The energetic trends are similar when using results computed using implicit solvation, although the relative energies are slightly lower.
We also studied whether copper-solvent coordination, as seen in the experimental crystal structures, had an effect on stabilization of the stereoisomers and the results are reported in Table S1. Similar relative energy trends to those compounds with no water coordinated are seen for both one and two-water coordinated structures.
These results provide an energetic explanation as to why the CB8 host favours the trans-I and trans-II cyclam conformations, and in particular the trans-I cyclam conformation (in good agreement with experiment). This seems to be at least due to cavity shape since, at this point, we have focussed solely on geometric distortions of the various cyclam stereoisomers. However, it is not yet clear why trans-III is not stabilized within the host molecule, so we turn to modelling the full complex for more understanding.
3.2 trans Cu\(^{\textrm{II}}\) Cyclam@Cucurbit[8]uril crystal structures
First, we study the experimental crystal structures, which are used here to better understand the interactions between cyclam and CB8 [7]. Energy decomposition analysis was used to determine specific contributions of the interactions between the host and guest molecules. This method considers energetics of molecular fragments alone and the full interacting complex in order to decompose the interaction energy into attractive and repulsive contributions according to:
where the first term accounts for Pauli repulsion and the second and third terms account for electrostatic and orbital interaction, the attractive forces. The EDA values are reported in Fig. 4 for both crystal structure complexes. Here, the complex is partitioned into two molecular fragments: CB8 alone (host fragment) and cyclam with coordinated water solvent (guest fragment) to account for the interaction between the host and guest molecules.
Each complex is stable, so the repulsive forces must be overcome by the stronger attractive forces. The Pauli repulsion components for each complex are quite different; the value for trans-I is about one-third of the value for trans-II. This may also contribute to the 7:3 ratio of the complexes found experimentally—there is simply more repulsion involved in forming the trans-II complex. Additionally, we must also consider that trans-II has one extra water molecule captured inside CB8, which could be the source of the extra repulsion. Since trans-II has only ever been isolated with two water molecules experimentally, we can deduce that the second water molecule may be required to stabilize this stereoisomer inside CB8.
The crystal structures offer a path to understanding why these specific diastereoisomers are stabilized. However, we must turn to quantum chemistry methods to determine why the other diastereoisomers are not found, especially in the case of trans-III.
3.2.1 trans Cu\(^{\textrm{II}}\) Cyclam@Cucurbit[8]uril computed structures
The geometries of all five complexes were optimized at the TPSS/def2-TZVP level of theory. The dimensions of the CB8 cavity were studied as a probe into the geometric effects of inclusion. The cavity dimensions (length, a, and width, b) were measured for each computed structure and are reported in Fig. 5.
The a parameter is defined as the smallest distance between opposite carbonyl oxygen atoms (4 glycouril units away) lining the cavity. Since the structure is symmetric, the b parameter is defined as the largest distance between opposing carbonyl oxygen atoms, or perpendicular to the a parameter. As a reference point, the free CB8 host was measured and found that the a and b values are similar as the cavity is circular. However, when any cyclam is included, the CB8 elongates to make space for the guest molecule. Interestingly, the CB8 cavity becomes more oval-shaped for those structures which are isolated experimentally, but the trans-III diastereoisomers has less of an impact on the shape of the cavity, which may be why it is not observed. In comparison, the cavity dimensions for the crystal structures are a = 8.39 Å and b = 11.32 Å which is slightly rounder than what is shown for the computed complexes. This is to be expected considering the crystal packing may influence the cavity structure. Additionally, the optimized geometries for trans-I and trans-II differ somewhat than the other diastereoisomers, in that they are almost fully encapsulated inside CB8. This may be contrasted with the other cyclam isomers, which are rotated slightly so that they are diagonal or protrude out of the cavity. Figure 6 shows the positions of each diastereoisomers inside CB8. Since trans-I and trans-II are bent in the direction of the arc in the cavity, stronger and closer interactions with the host molecule are possible.
The structural parameters of the included Cu\(^{{\textrm{II}}}\) cyclams are reported in Table S3 in the supporting information, where we are able to compare our computed models of trans-I and trans-II to the observed crystal structures. It is found that the geometries are quite similar, which is likely due to the rigidity of the first coordination sphere of Cu.
The quantum theory of atoms in molecules [27] (QTAIM) provides a quantitative analysis of the electron density and deeper insight into the nature of the interactions within the complex. This model locates bond critical points (BCP) which correspond to the point of minimum electron density between two atoms, or nuclear basins. The value of the electron density, \(\rho\), at the BCP tends to correlate to the strength of the interaction. We have therefore performed an analysis of the electron density at the bond critical points between the hydrogen atoms on the cyclam and the oxygen atoms on the CB8. The number of interactions, (\(n_{int}\)), does not seem to correlate with the strength of interaction, however, an average approach was also taken to analyze the magnitude of the electron density at the BCPs which allows for comparison between compounds with varying numbers of interactions. The full electron density analysis for the H-O interactions is reported in Tables S2-S6 in the supporting information.
Based on the results in Table 3, trans-III is the system with the highest electron density at these BCPs on average. This is interesting considering the analogous nickel cyclam complex is the most stable diastereoisomer within CB8. Of the remaining complexes, the ordering of the average \(\rho _{\textrm{BCP}}\) approximately follows that of the experimental results although there are very small differences in each case.
The NCIplot program [29, 30] utilizes the electron density and allows one to visualize interactions between the host and guest molecules. Isosurfaces representing weak interactions are produced at density critical points where the electron density and the reduced density gradient approach zero. Figure 7 shows each of the five complexes with the weak interactions represented by the green isosurfaces.
The trans-I complex has two surfaces on each side of the cyclam which interact with CB8 and another large isosurface on the top side of the complex. The bottom side has a few small surfaces which map to hydrogen bonds between hydrogens on the cyclam and the carbonyl groups lining the cavity. Since the cyclam is shifted to one side, there are considerably less interactions underneath. The trans-II complex seems to have slightly larger isosurfaces than trans-I, which is also reflected in the number of interactions but the sum of \(\rho _{BCP}\) and the average \(\rho _{BCP}\) are lower, as reported in Table 3. This shows that while the trans-II complex has more interactions, they are slightly weaker than that of trans-I. The trans-III complex has less interactions on one side than trans-I and trans-II, and the isosurface is comparable to that of trans-V. The trans-IV structure is similar to that of trans-II, with the interactions being dispersed evenly around the cyclam, whereas the trans-V structure is similar to trans-I and trans-III, which all have some concentration of interactions near the sides of the cyclam and near the top. The side of the cyclam that is further away from CB8 has fewer non-covalent interactions, as expected.
The computed structures were also used to calculate the interaction energy and free energy of association between the host and guest molecules. The free energy of association, \(\Delta G\mathrm {_a}\), of each complex was computed using the approach outlined by Grimme [31],
where the interaction energy, \(\Delta E\), and the thermal corrections, \(\Delta G_{RRHO}\) and \(\Delta \delta G_{solv}\), are computed with DFT, namely the TPSS functional, in the gas phase and in water solvent, respectively. The low-lying vibrational frequencies (\(\omega\) \(_0\) \(\le\) 100 cm\(^{-1}\)) are treated within a rigid-rotor model [31] and water solvent effects were accounted for using SMD. Each term in the free energy of association formula is evaluated as the total energies of the individual host and guest components subtracted from the total energy of the complex,
where the \(E(trans\text{- }{\textrm{X}}@CB8)\) term corresponds to the energy of the complex of interest. The interaction energy (\(\Delta E\)), solvation free energy (\(\Delta \delta G_{solv}\)), and free energy of association (\(\Delta G_a\)) are reported in Table 4.
The trans-IV@CB8 and trans-V@CB8 complexes exhibit the lowest interaction energies, \(\Delta \textrm{E}\)(TPSS), however, it would not be likely that these complexes are formed considering the free cyclams have zero population at 298 K. This leaves only the trans-I, trans-II, and trans-III cyclams, and respective complexes with CB8, thermodynamically available. The trans-I@CB8 and trans-II@CB8 complexes have similar interaction energy values, which is in agreement with the experimental findings. The calculated complexes do not have water coordinated to copper, so the increased Pauli repulsion felt by trans-II may reduce the interaction energy to below that of trans-I if explicit solvent was included here.
All free energies of association are negative which shows that each complex may be thermodynamically favourable, but the magnitude suggests some complexes are more likely than others. The trans-IV@CB8 and trans-V@CB8 complexes have the most negative \(\Delta G_a\), but it is unlikely that these stereoisomers will be thermodynamically available due to the increased relative free energy of the free cyclam (Fig. 3) and the increased strain of including these stereoisomers compared to the others studied here (Table 2). The trans-III@CB8 complex has the smallest \(\Delta G_a\), which is in line with experimental results in that this complex is not observed. Both trans-I@CB8 and trans-II@CB8 complexes have similar \(\Delta G_a\) values, and through merging these data with the free cyclam free energies and inclusion strain, we gain a deeper understanding as to why only these complexes are observed.
4 Conclusions
A study of the five diastereoisomers of trans-Cu\(^{\textrm{II}}\) cyclam and their supramolecular complexes formed with cucurbit[8]uril has been performed to interpret the unusual stabilization of high-energy cyclams. The relative free energies of the five cyclam diastereoisomers reveals that although the trans-III cyclam is the minimum energy conformer, both the trans-I and trans-II are comparable in energy, but trans-IV and trans-V are significantly less accessible. Since only trans-III is reported in the free state, the energy difference between trans-III and the trans-I and trans-II configurations—2.9 kcal/mol and 5.1 kcal/mol, respectively — provides insight to which diastereoisomers are thermodynamically accessible. This suggests that the cyclam distorts into other diastereoisomers when it enters the host molecule.
The crystal structures reported by Hart et. al [7] and quantum chemistry methods collectively provided insight into the interactions within the supramolecular system. The energy decomposition analysis showed that the Pauli repulsion felt by trans-II is much higher than trans-I; which may explain why trans-I and trans-II occur at a 7:3 ratio experimentally.
Visualization of the non-covalent interactions reveals that the position of the cyclam inside CB8 influences the strength of interactions. All the results above agree with the experimental findings and provide additional details explaining why trans-III is not included in CB8, while trans-I and trans-II are.
The computed structures showed the differences in structure and non-covalent interactions for both the experimentally observed and the other three possible complexes. The trans-I and trans-II cyclams are encapsulated inside CB8, elongating the host molecule and maximizing the non-covalent interactions. The trans-III, IV, and V cyclams protrude out of the cavity and do not stretch CB8 as much as the experimentally observed complexes. Even though trans-III is found as the only free cyclam diastereoisomers, its interaction energy and free energy of association with CB8 is smaller than if trans-III bends to another diastereoisomer and binds to the host molecule.
Overall, the computational methods employed in this work were able to provide a deeper understanding to this interesting chemical phenomenon. We now understand that CB8 preferentially selects trans-I and trans-II to bind due to more favourable thermochemistry and stronger intermolecular interactions relative to trans-III. These trans-I and trans-II complexes are more energetically favourable than complexes formed with any other diastereoisomers, due to the structural nature of inclusion. Since other diastereoisomers (trans-IV and trans-V) are inaccessible in the free state, forming these complexes is unlikely compared to the experimentally observed complexes.
References
Webber MJ, Langer R (2017) Drug delivery by supramolecular design. Chem Soc Rev 46:6600–6620
Mako TL, Racicot JM, Levine M (2019) Supramolecular luminescent sensors. Chem Rev 119:322–477
Beer PD, Gale PA, Smith DK (1999) Supramolecular chemistry. Oxford University Press, Oxford
Lagona J, Mukhopadhyay P, Chakrabarti S, Isaacs L (2005) The cucurbit[n]uril family. Angew Chem Int Ed 44:4844–4870
Wagner BD (2016) In: S. Sadjadi (Eds) Organic nanoreactors: from molecular to supramolecular organic compounds. 1st edn. Elsevier. pp. 43–84
Lee JW, Samal S, Selvapalam N, Kim HJ, Kim K (2003) Cucurbituril homologues and derivatives: new opportunities in supramolecular chemistry. Acc Chem Res 36(8):621–630
Hart SL, Haines RI, Decken A, Wagner BD (2009) Isolation of the trans-i and trans-ii isomers of cu ii (cyclam) via complexation with the macrocyclic host cucurbit [8] uril. Inorg Chim Acta 362(11):4145–4151
Liang X, Sadler PJ (2004) Cyclam complexes and their applications in medicine. Chem Soc Rev 33:246–266
Bosnich B, Poon CK, Tobe M (1965) Complexes of cobalt (iii) with a cyclic tetradentate secondary amine. Inorg Chem 4(8):1102–1108
Mitkina T, Naumov DY, Gerasko O, Dolgushin F, Vicent C, Llusar R, Sokolov M, Fedin V (2004) Inclusion of nickel (ii) and copper (ii) complexes with aliphatic polyamines in cucurbit [8] uril. Russ Chem Bull 53(11):2519–2524
Marenich AV, Cramer CJ, Truhlar DG (2009) Universal solvation model based on solute electron density and on a continuum model of the solvent defined by the bulk dielectric constant and atomic surface tensions. J Phys Chem B 113(18):6378–6396
Tao J, Perdew JP, Staroverov VN, Scuseria GE (2003) Climbing the density functional ladder: nonempirical meta-generalized gradient approximation designed for molecules and solids. Phys Rev Lett 91(14):146401
Weigend F, Ahlrichs R (2005) Balanced basis sets of split valence, triple zeta valence and quadruple zeta valence quality for h to rn: design and assessment of accuracy. Phys Chem Chem Phys 7(18):3297–3305
Weigend F (2006) Accurate coulomb-fitting basis sets for h to rn. Phys Chem Chem Phys 8(9):1057–1065
Grimme S, Ehrlich S, Goerigk L (2011) Effect of the damping function in dispersion corrected density functional theory. J Comput Chem 32(7):1456–1465
...Frisch MJ, Trucks GW, Schlegel HB, Scuseria GE, Robb MA, Cheeseman JR, Scalmani G, Barone V, Mennucci B, Petersson GA, Nakatsuji H, Caricato M, Li X, Hratchian HP, Izmaylov AF, Bloino J, Zheng G, Sonnenberg JL, Hada M, Ehara M, Toyota K, Fukuda R, Hasegawa J, Ishida M, Nakajima T, Honda Y, Kitao O, Nakai H, Vreven T, Montgomery JA Jr, Peralta JE, Ogliaro F, Bearpark M, Heyd JJ, Brothers E, Kudin KN, Staroverov VN, Kobayashi R, Normand J, Raghavachari K, Rendell A, Burant JC, Iyengar SS, Tomasi J, Cossi M, Rega N, Millam JM, Klene M, Knox JE, Cross JB, Bakken V, Adamo C, Jaramillo J, Gomperts R, Stratmann RE, Yazyev O, Austin AJ, Cammi R, Pomelli C, Ochterski JW, Martin RL, Morokuma K, Zakrzewski VG, Voth GA, Salvador P, Dannenberg JJ, Dapprich S, Daniels AD, Farkas Ö, Foresman JB, Ortiz JV, Cioslowski J, Fox DJ (2009) Gaussian09 Revision E.01. Gaussian Inc., Wallingford CT
Mitoraj M, Michalak A (2007) Natural orbitals for chemical valence as descriptors of chemical bonding in transition metal complexes. J Mol Model 13(2):347–355
Mitoraj MP, Michalak A, Ziegler T (2009) A combined charge and energy decomposition scheme for bond analysis. J Chem Theory Comput 5(4):962–975
Lee C, Yang W, Parr RG (1988) Development of the colle-salvetti correlation-energy formula into a functional of the electron density. Phys Rev B 37(2):785
Becke AD (1988) Density-functional exchange-energy approximation with correct asymptotic behavior. Phys Rev A 38(6):3098
Grimme S, Antony J, Ehrlich S, Krieg H (2010) A consistent and accurate ab initio parametrization of density functional dispersion correction (dft-d) for the 94 elements h-pu. J Chem Phys 132(15):154104
Van Lenthe E, Baerends EJ (2003) Optimized slater-type basis sets for the elements 1–118. J Comput Chem 24(9):1142–1156
Guerra CF, Snijders J, te Velde Gt, Baerends EJ (1998) Towards an order-n dft method. Theor Chem Acc 99(6):391–403
Te Velde Gt, Bickelhaupt FM, Baerends EJ, Fonseca Guerra C, van Gisbergen SJ, Snijders JG, Ziegler T (2001) Chemistry with ADF. J Comput Chem 22(9):931–967
Baerends EJ, Ziegler T, Atkins AJ, Autschbach J, Bashford D, Bérces A, Bickelhaupt FM, Bo C, Boerritger PM, Cavallo L, Chong DP, Chulhai DV, Deng L, Dickson RM, Dieterich JM, Ellis DE, van Faassen M, Ghysels A, Giammona A, van Gisbergen SJA, Götz AW, Gusarov S, Harris FE, van den Hoek P, Jacob CR, Jacobsen H, Jensen L, Kaminski JW, van Kessel G, Kootstra F, Kovalenko A, Krykunov M, van Lenthe E, McCormack DA, Michalak A, Mitoraj M, Morton SM, Neugebauer J, Nicu VP, Noodleman L, Osinga VP, Patchkovskii S, Pavanello M, Peeples CA, Philipsen PHT, Post D, Pye CC, Ravenek W, Rodríguez JI, Ros P, Rüger R, Schipper PRT, van Schoot H, Schreckenbach G, Seldenthuis JS, Seth M, Snijders JG, Solà M, Swart M, Swerhone D, te Velde G, Vernooijs P, Versluis L, Visscher L, Visser O, Wang F, Wesolowski TA, van Wezenbeek EM, Wiesenekker G, Wolff SK, Woo TK, Yakovlev AL, ADF2016, SCM, Theoretical Chemistry, Vrije Universiteit, Amsterdam, The Netherlands, https://www.scm.com
Gao W, Feng H, Xuan X, Chen L (2012) The assessment and application of an approach to noncovalent interactions: the energy decomposition analysis (eda) in combination with dft of revised dispersion correction (dft-d3) with slater-type orbital (sto) basis set. J Mol Model 18(10):4577–4589
Bader R (1990) Atoms in molecules, a quantum theory. Clarendon, Oxford
Keith TA (2014) Tk gristmill software. Overland Park KS, USA, (aim. tkgristmill. com)
Johnson ER, Keinan S, Mori-Sánchez P, Contreras-García J, Cohen AJ, Yang W (2010) Revealing noncovalent interactions. J Am Chem Soc 132(18):6498–6506
Contreras-García J, Johnson ER, Keinan S, Chaudret R, Piquemal JP, Beratan DN, Yang W (2011) Nciplot: a program for plotting noncovalent interaction regions. J Chem Theory Comput 7(3):625–632
Grimme S (2012) Supramolecular binding thermodynamics by dispersion-corrected density functional theory. Chem -A Eur J 18(32):9955–9964
Acknowledgements
JP and BW gratefully acknowledge research support from the Natural Sciences and Engineering Research Council (NSERC) of Canada. This research was in part supported by the U.S. Department of Energy (DOE), Office of Basic Energy Sciences, Division of Chemical Sciences, Geosciences, and Biosciences under Award DE-FG02-17ER16362. This research was also enabled in part by support provided by Compute Canada Calcul Canada (http://www.computecanada.ca). Other computational facilities are provided by ACENET, the regional high performance computing consortium for universities in Atlantic Canada. ACENET is funded by the Canada Foundation for Innovation (CFI), the Atlantic Canada Opportunities Agency (ACOA), and the provinces of Newfoundland and Labrador, Nova Scotia, and New Brunswick. The authors would also like to acknowledge the Minnesota Supercomputing Institute (MSI) at the University of Minnesota for providing resources that contributed to the research results reported within this paper. MSO would like to thank Dr. Mariusz Klobukowski for discussion and thoughtful comments.
Author information
Authors and Affiliations
Contributions
MRO prepared Fig. 3 and performed some gas-phase DFT computations. MSO performed all other computations, analyzed all data, and wrote the manuscript. All authors reviewed the manuscript.
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Oakley, M.S., Oakes, M.R., Wagner, B.D. et al. Uncovering the mechanism of selective stabilization of high-energy diastereoisomers via inclusion. Theor Chem Acc 143, 4 (2024). https://doi.org/10.1007/s00214-023-03077-7
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00214-023-03077-7