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N. A. Payne et al. / Tetrahedron Letters 56 (2015) 5175–5179
Figure 4. Schematic of pH-switchable rotaxane26 beside the corresponding indi-
vidual threads showing the computed surface electrostatic potentials.
locations for DB24C8). In the protonated thread, the positive
potential is concentrated mostly over the ammonium with the
bipyridinium site also showing positive potential, albeit to a lesser
extent. Upon deprotonation, the map shows that there is a shift in
the location of the maximum positive potential from the ammo-
nium to the bipyridinium, an observation in line with the move-
ment of the crown ether with change in pH. Furthermore, in the
protonated thread, the region of positive potential over the bipyri-
dinium would indicate partial occupancy, which is in agreement
with the 1H NMR experiments performed on the rotaxane.26
While the method can highlight potential binding regions, it must
be noted that prediction for the binding affinities in multiply
charged species is currently only qualitative as the range of the
surface potentials on the molecule is influenced by the charge.
Figure 3. (a) Molecular electrostatic potential map of the nitro-substituted DBA
thread, 9ÁPF6, illustrating the positive potential (blue) concentrated at the R2NH2+
portion of the molecule and (b) Correlation of Vs,max values with experimental data.
determined by molecular electrostatic potential (MEP) studies.
Electrostatic potential maps were consequently generated for the
ten previously optimized DBA ions with an example of the map
for 9ÁPF6 illustrated in Figure 3a.
We expected that electron-withdrawing substituents would
enhance the electron deficiency of the ammonium centre, which
would be reflected in the magnitude of the positive potential
observed on the MEP map. Thus, it follows that the magnitude of
the maximum surface potential (Vs,max) at the ammonium centre
should be proportional to the binding affinity of these DBA ions
for crown ethers. Indeed a good correlation between Vs,max at the
R2NH+2 binding sites and experimentally-determined free energies
of complexation was obtained (R2 = 0.8804, Fig. 3b). While the
binding and free energy data gave slightly stronger correlations
with experimental data, the tremendous reduction in computa-
tional expense due to the dramatic reduction in system size ren-
ders the MEP method far more practical as we pursue higher
order supramolecular assemblies, especially for applications in
planning the synthesis of mechanically interlocked molecules.
In order to test the viability of the method, we sought a simple
model system, namely a pH-sensitive molecular switch reported
by Eizarov.26 On the thread, there is competition for binding of
DB24C8 between bipyridinium and pH-dependent dialkylamine/-
dialkylammonium sites. Under acidic conditions, the ammonium
site shows higher affinity towards DB24C8 and therefore is the
preferential binding site (Fig. 4). Deprotonation from treatment
with base shifts the equilibrium towards docking on the bipyri-
dinium thus effectively creating a molecular switch.
Conclusion
Noting the limitations of using the LFER (which correlates the
Hammett substituent constants and DBA/crown association con-
stants) to predict the stability of pseudorotaxanes, we have inves-
tigated computational methods to predict the binding affinity of a
variety of p-substituted dibenzylammonium ions to crown ethers.
Calculation of binding energies and free energies by DFT provided
data well-correlated with experimental results. Owing to the com-
putational expense of optimizing the assembled pseudorotaxanes
by DFT, we proceeded with determination of the maximum surface
molecular electrostatic potential at the ammonium centres of the
DBA threads. We found that Vs,max afforded a strong correlation
with experimental data—comparable to that of the binding and
free energy results but with a significant reduction in computer
time and the surface potential maps can also be used to highlight
preferential binding sites in a rotaxane molecular switch. These,
coupled with the visually stimulating maps obtained from the
MEP computations, leads us to believe that Vs,max computation is
a fitting tool for the non-theoretical chemist to predict relative sta-
bilities of DBA/Crown supramolecular complexes.
Using the method for calculating and plotting the surface elec-
trostatic potentials, we modelled the threads of the rotaxanes
shown in Figure 4. The colour thresholds have been modified to
highlight the regions of high surface potential (i.e., possible binding