Conformational
Memories and the Exploration of Biologically Relevant
Conformations of Anandamide
Judy
Barnett-Norris, Frank Guarnieri
and Patricia
Reggio
Introduction
Methods
Results
Conclusions
The endogenous cannabinoid ligand arachidonylethanolamide
(anandamide) is an inherently flexible ligand. While the presence
of unsaturation does constrain the structure somewhat, there are still 16 torsion
angles that can vary, making hundreds of low energy conformations possible.
The presence of so many variable torsion angles makes a simple conformational
analysis using the molecular mechanics dihedral driver approach, for example,
unwieldy. An alternative approach which is used with such flexible ligands is
constrained Molecular Dynamics in which a hypothesized pharmacophore alignment
is maintained during the simulation, thus resulting in an exploration of a limited
part of the conformational space of the ligand.
We have recently employed a new method
for the conformational analysis of highly flexible ligands, the
Conformational Memories technique [F. Guarnieri and H. Weinstein
J. Am. Chem. Soc. 118, 5580-5589, 1996.]. This method permits
complete sampling of conformational space. It not only yields the
energy of each conformation, but also the probability that the
ligand will adopt each particular conformation relative to all
the other conformations accessible in an equilibrated
thermodynamic ensemble. PGB2-EA is a prostaglandin ethanolamide synthesized and
tested for CB1 affinity by Dr. Allyn Howlett some three years ago
[J.C. Pinto et al Mol. Pharmacol. 45, 516-522, 1994]. PGB2-EA
failed to alter [3H]CP-55,940 binding to CB1 at
concentrations up to 100mM. We applied the Conformational Memories
technique to PGB2-EA to explore if conformational
differences between anandamide and PGB2-EA could explain why one bound to CB1 and the
other did not bind to CB1.
The Conformational Memories technique
employs multiple Monte Carlo annealing (MC/SA) random walks using
the MM3 force field and the Born/surface area (GB/SA) continuum
solvation model (chloroform in this case) as implemented in the
Macromodel molecular modeling package. The molecular simulation
technique of Conformational Memories is a two stage process
consisting of an Exploratory Phase and a Biased Sampling Phase.
A. Exploratory Phase
In the Exploratory Phase, repeated runs
of Monte Carlo simulated annealing (MC/SA) are carried out in
order to map the entire conformational space of the flexible
ligand. The simulated annealing of the Exploratory Phase uses 19
temperatures from 2070K to 310K. We used many different starting
structures and did multiple runs to check the consistency of our
results. The anandamide run used as an example here was started
from an anandamide structure which had been overlayed with the
key pharmacophoric elements of D 9-THC and then minimized before
submission to the Conformational Memories program. The collective
histories of all random walks are transformed into mean field
dihedral distribution functions called "conformational
memories" (e.g. sixteen conformational memories for
anandamide and fourteen for PGB2-EA; one for each
torsion angle).
The figure
provides an example of the graphical output from the Exploratory
phase. On the y axes are dihedral angle values from -170 to 180
degrees. On the X axes are the 19 temperatures ranging from 2070K
to 310K. The population percentage is plotted in the Z direction.
The plots yield the identification of structural motifs. For
example, the graph for dihedral 3, exhibits a classic three state
distribution seen for rotation about a bond that connects two sp3
hybridized carbons: trans, gauche plus, and gauche
minus. For Dihedral 8, which is for rotation about a bond that
connects the sp3 hybridized methylene carbon to an sp2
hybridized carbon, we see two peaks corresponding to classic skew
angles (118° ) seen in the crystal structure of arachidonic
acid, for example.
B. Biased Sampling Phase
The biased sampling phase uses a
temperature slice from the memories. We used the 19th
temperature, 310K. The MC random walk in the 2nd phase, therefore
samples only from the populated areas in the specified slice
(310K for us). We sampled 100 structures from a 500,000 step MC
random walk. Each resulting batch of 100 structures was analyzed
with a program (X-Cluster) that inputs the series of 100
conformations and computes the root-mean-square (RMS) difference
between all possible pairs of conformations to form clusters of
conformational families.
A. Anandamide
When we analyzed the conformational
families of anandamide three large families were found. The first family was an extended conformation (this was the major cluster), the second was a hairpin or U shape
and the third was a helical shape. The figure shows
all of the members of the predominant cluster, the extended
shape.
B. PGB2 -
EA
For PGB2-EA, we found two large clusters. In the first cluster, the predominant one,
there were U
or "rockette" type
conformers. A smaller percentage of structures were in an extended or L shape.
The figure shows all of the members of the
"rockette" family. A comparison of the shape of the
predominant anandamide family with that of the predominant PGB2-EA
family, reveals their shapes to be quite different.
C. Receptor Docking : Model CB1
Receptor
Next, we explored how each major
cluster of both anandamide and PGB2-EA would fit
inside our CB1 receptor model. In our model, classical
cannabinoids, non-classical cannabinoids and anandamide are
hypothesized to have two key interaction sites: K3.28 and V6.43 /
I 6.46. Each conformer was docked using K3.28 as an interaction
site for the carbonyl oxygen. (The carbonyl oxygen rather than
the hydroxyl is hypothesized to be an important interaction site
for the ligand because ligands which have the hydroxyl group
replaced by a methyl group have been shown to have higher CB1
affinity indicating that the hydroxyl is not essential for
affinity. [J.C. Pinto et al. Mol. Pharmacol. 46, 516-522, 1994].)
The hydrophobic binding pocket (groove) formed by V6.43 and I
6.46 was used as a second interaction site, one for the pentyl
tail of each conformer.
For anandamide, we found that the
predominant, extended
shape worked well inside
the receptor. The other anandamide shapes: the U or haripin, and
the helical shape did not fit inside the receptor due to profound
steric clashes and/or an inability to reach both key interaction
sites.
For PGB2-EA, neither shape
would dock into the CB1 receptor model.
The results of the Conformational
Memories Calculation have identified the major conformational
families of anandamide and PGB2-EA
to be an extended shape and a U or rockette shape, respectively.
Our results point to the extended shape of anandamide as the
conformation that anandamide prefers in CHCl3. The
preferred conformation of PGB2-EA is quite different
even though 2
dimensional drawings make
the two ligands look very much alike. Furthermore, we have found
that only the extended form of anandamide fits inside our CB1
receptor model.
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