As
drug discovery moves increasingly toward previously “undruggable”
targets such as protein–protein interactions, lead compounds
are becoming larger and more lipophilic. Although increasing lipophilicity
can improve membrane permeability, it can also incur serious liabilities,
including poor water solubility, increased toxicity, and faster metabolic
clearance. Here we introduce a new efficiency metric, especially relevant
to “beyond rule of 5” molecules, that captures, in a
simple, unitless value, these opposing effects of lipophilicity on
molecular properties. Lipophilic permeability efficiency (LPE) is
defined as log D
7.4
dec/w – m
lipocLogP + b
scaffold, where log D
7.4
dec/w is the
experimental decadiene–water distribution coefficient (pH 7.4),
cLogP is the calculated octanol–water partition coefficient,
and m
lipo and b
scaffold are scaling factors to standardize LPE values across different cLogP
metrics and scaffolds. Using a variety of peptidic and nonpeptidic
macrocycle drugs, we show that LPE provides a functional assessment
of the efficiency with which a compound achieves passive membrane
permeability at a given lipophilicity.
Conformational ensembles of eight cyclic hexapeptide diastereomers in explicit cyclohexane, chloroform, and water were analyzed by multicanonical molecular dynamics (McMD) simulations. Free-energy landscapes (FELs) for each compound and solvent were obtained from the molecular shapes and principal component analysis at T = 300 K; detailed analysis of the conformational ensembles and flexibility of the FELs revealed that permeable compounds have different structural profiles even for a single stereoisomeric change. The average solvent-accessible surface area (SASA) in cyclohexane showed excellent correlation with the cell permeability, whereas this correlation was weaker in chloroform. The average SASA in water correlated with the aqueous solubility. The average polar surface area did not correlate with cell permeability in these solvents. A possible strategy for designing permeable cyclic peptides from FELs obtained from McMD simulations is proposed.
Cyclic peptide (CP) natural products provide useful model systems for mapping "beyond-Rule-of-5" (bRo5) space. We identified the phepropeptins as natural product CPs with potential cell permeability. Synthesis of the phepropeptins and epimeric analogues revealed much more rapid cellular permeability for the natural stereochemical pattern. Despite being more cell permeable, the natural compounds exhibited similar aqueous solubility as the corresponding epimers, a phenomenon explained by solvent-dependent conformational flexibility among the natural compounds. When analyzing the polarity of the solution structures we found that neither the number of hydrogen bonds nor the total polar surface area accurately represents the solvation energies of the high and low dielectric conformations. This work adds to a growing number of natural CPs whose solvent-dependent conformational behavior allows for a balance between aqueous solubility and cell permeability, highlighting structural flexibility as an important consideration in the design of molecules in bRo5 chemical space.
The
chameleonic behavior of cyclosporin A (CsA) was investigated
through conformational ensembles employing multicanonical molecular
dynamics simulations that could sample the cis and trans isomers of
N-methylated amino acids; these assessments were conducted in explicit
water, dimethyl sulfoxide, acetonitrile, methanol, chloroform, cyclohexane
(CHX), and n-hexane (HEX) using AMBER ff03, AMBER10:EHT,
AMBER12:EHT, and AMBER14:EHT force fields. The conformational details
were discussed employing the free-energy landscapes (FELs) at T = 300 K; it was observed that the experimentally determined
structures of CsA were only a part of the conformational space. Comparing
the ROESY measurements in CHX-d12 and HEX-d14, the major conformations
in those apolar solvents were essentially the same as that in CDCl3 except for the observation of some sidechain rotamers. The
effects of the metal ions on the conformations, including the cis/trans
isomerization, were also investigated. Based on the analysis of FELs,
it was concluded that the AMBER ff03 force field best described the
experimentally derived conformations, indicating that CsA intrinsically
formed membrane-permeable conformations and that the metal ions might
be the key to the cis/trans isomerization of N-methylated amino acids
before binding a partner protein.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.