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1.
J Med Chem ; 65(13): 8828-8842, 2022 07 14.
Article in English | MEDLINE | ID: mdl-35767390

ABSTRACT

Interleukin 17A (IL-17A) is an interleukin cytokine whose dysregulation is implicated in autoimmune disorders such as psoriasis, and monoclonal antibodies against the IL-17A pathway are now well-established and very effective treatments. This article outlines the work that led to the identification of 23 as an oral, small-molecule protein-protein interaction modulator (PPIm) clinical development candidate. Protein crystallography provided knowledge of the key binding interactions between small-molecule ligands and the IL-17A dimer, and this helped in the multiparameter optimization toward identifying an orally bioavailable, Rule of 5 compliant PPIm of IL-17A. Overlap of early ligands led to a series of benzhydrylglycine-containing compounds that allowed the identification of dimethylpyrazole as a key substituent that gave PPIm with oral bioavailability. Exploration of the amino acid portion of the structure then led to dicyclopropylalanine as a group that gave potent and metabolically stable compounds, including the development candidate 23.


Subject(s)
Interleukin-17 , Psoriasis , Antibodies, Monoclonal/chemistry , Cytokines/metabolism , Humans , Interleukin-17/metabolism , Psoriasis/drug therapy , Receptors, Interleukin-17/metabolism
2.
J Pediatr Intensive Care ; 9(1): 34-39, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31984155

ABSTRACT

Clinical assessment of the work of breathing (WOB) remains a cornerstone in respiratory support decision-making in the pediatric intensive care unit (PICU). In this study, we determined the interobserver agreement of 30 observers (PICU physicians and nurses) on WOB and multiple signs of effort of breathing in 10 spontaneously breathing children admitted to the PICU. By reliability analysis, the agreement on overall WOB was poor to moderate, and only three separate signs of effort of breathing (breathing rate, stridor, and grunting) showed moderate-to-good interobserver reliability. We conclude that the interobserver agreement on the clinical WOB judgment among PICU physicians and nurses is low.

3.
J Med Chem ; 60(16): 7029-7042, 2017 08 24.
Article in English | MEDLINE | ID: mdl-28682065

ABSTRACT

A series of acidic diaryl ether heterocyclic sulfonamides that are potent and subtype selective NaV1.7 inhibitors is described. Optimization of early lead matter focused on removal of structural alerts, improving metabolic stability and reducing cytochrome P450 inhibition driven drug-drug interaction concerns to deliver the desired balance of preclinical in vitro properties. Concerns over nonmetabolic routes of clearance, variable clearance in preclinical species, and subsequent low confidence human pharmacokinetic predictions led to the decision to conduct a human microdose study to determine clinical pharmacokinetics. The design strategies and results from preclinical PK and clinical human microdose PK data are described leading to the discovery of the first subtype selective NaV1.7 inhibitor clinical candidate PF-05089771 (34) which binds to a site in the voltage sensing domain.


Subject(s)
NAV1.7 Voltage-Gated Sodium Channel/metabolism , Phenyl Ethers/pharmacology , Sulfonamides/pharmacology , Voltage-Gated Sodium Channel Blockers/pharmacology , Cell Line , Cytochrome P-450 CYP2C9/metabolism , Cytochrome P-450 CYP2C9 Inhibitors/chemical synthesis , Cytochrome P-450 CYP2C9 Inhibitors/chemistry , Cytochrome P-450 CYP2C9 Inhibitors/pharmacokinetics , Cytochrome P-450 CYP2C9 Inhibitors/pharmacology , Cytochrome P-450 CYP3A/metabolism , Cytochrome P-450 CYP3A Inhibitors/chemical synthesis , Cytochrome P-450 CYP3A Inhibitors/chemistry , Cytochrome P-450 CYP3A Inhibitors/pharmacokinetics , Cytochrome P-450 CYP3A Inhibitors/pharmacology , Drug Design , Humans , Microsomes, Liver/metabolism , NAV1.7 Voltage-Gated Sodium Channel/chemistry , Phenyl Ethers/chemical synthesis , Phenyl Ethers/chemistry , Phenyl Ethers/pharmacokinetics , Structure-Activity Relationship , Sulfonamides/chemical synthesis , Sulfonamides/chemistry , Sulfonamides/pharmacokinetics , Voltage-Gated Sodium Channel Blockers/chemical synthesis , Voltage-Gated Sodium Channel Blockers/chemistry , Voltage-Gated Sodium Channel Blockers/pharmacokinetics
4.
Bioorg Med Chem Lett ; 27(11): 2520-2527, 2017 06 01.
Article in English | MEDLINE | ID: mdl-28408230

ABSTRACT

In this paper, we present the results of a ligand- and structure-based virtual screen targeting LRRK2, a kinase that has been implicated in Parkinson's disease. For the ligand-based virtual screen, the structures of 12 competitor compounds were used as queries for a variety of 2D and 3D searches. The structure-based virtual screen relied on homology models of LRRK2, as no X-ray structure is currently available in the public domain. From the virtual screening, 662 compounds were purchased, of which 35 showed IC50 values below 10µM in wild-type and/or mutant LRRK2 (a hit rate of 5.3%). Of these 35 hits, four were deemed to have potential for medicinal chemistry follow-up.


Subject(s)
Leucine-Rich Repeat Serine-Threonine Protein Kinase-2/antagonists & inhibitors , Protein Kinase Inhibitors/chemistry , Binding Sites , Catalytic Domain , Drug Design , Humans , Inhibitory Concentration 50 , Leucine-Rich Repeat Serine-Threonine Protein Kinase-2/metabolism , Ligands , Molecular Docking Simulation , Protein Kinase Inhibitors/chemical synthesis
5.
Bioorg Med Chem Lett ; 24(9): 2212-21, 2014 May 01.
Article in English | MEDLINE | ID: mdl-24703233

ABSTRACT

In this Letter, we present the results of a hit-finding and lead optimization programme against the EP4 receptor (EP4R). In a short time period, we were able to discover five structurally diverse series of hit compounds using a combination of virtual screening methods. The most favoured hit, compound 6, was demonstrated to be a competitive antagonist of the EP4R. Compound 73 was identified following several rounds of optimization, which centred on improving both the primary EP4R affinity and selectivity against the related EP2R as well as the aqueous solubility. This work culminated in the preparation of PGN-1531, the sodium salt of 73, which showed a marked improvement in solubility (>10 mg/mL). PGN-1531 is a potent and selective antagonist at EP4Rs in vitro and in vivo, with the potential to alleviate the symptoms of migraine that result from cerebral vasodilatation.


Subject(s)
Drug Discovery , Receptors, Prostaglandin E, EP4 Subtype/antagonists & inhibitors , Brain/blood supply , HEK293 Cells , Humans , Ligands , Migraine Disorders/drug therapy , Models, Molecular , Receptors, Prostaglandin E, EP4 Subtype/metabolism , Vasodilation/drug effects
6.
Proc Natl Acad Sci U S A ; 110(29): E2724-32, 2013 Jul 16.
Article in English | MEDLINE | ID: mdl-23818614

ABSTRACT

Voltage-gated sodium (Nav) channels play a fundamental role in the generation and propagation of electrical impulses in excitable cells. Here we describe two unique structurally related nanomolar potent small molecule Nav channel inhibitors that exhibit up to 1,000-fold selectivity for human Nav1.3/Nav1.1 (ICA-121431, IC50, 19 nM) or Nav1.7 (PF-04856264, IC50, 28 nM) vs. other TTX-sensitive or resistant (i.e., Nav1.5) sodium channels. Using both chimeras and single point mutations, we demonstrate that this unique class of sodium channel inhibitor interacts with the S1-S4 voltage sensor segment of homologous Domain 4. Amino acid residues in the "extracellular" facing regions of the S2 and S3 transmembrane segments of Nav1.3 and Nav1.7 seem to be major determinants of Nav subtype selectivity and to confer differences in species sensitivity to these inhibitors. The unique interaction region on the Domain 4 voltage sensor segment is distinct from the structural domains forming the channel pore, as well as previously characterized interaction sites for other small molecule inhibitors, including local anesthetics and TTX. However, this interaction region does include at least one amino acid residue [E1559 (Nav1.3)/D1586 (Nav1.7)] that is important for Site 3 α-scorpion and anemone polypeptide toxin modulators of Nav channel inactivation. The present study provides a potential framework for identifying subtype selective small molecule sodium channel inhibitors targeting interaction sites away from the pore region.


Subject(s)
Acetamides/pharmacology , Electrophysiological Phenomena/physiology , NAV1.3 Voltage-Gated Sodium Channel/metabolism , Thiazoles/pharmacology , Voltage-Gated Sodium Channel Blockers/pharmacology , Amino Acid Motifs/genetics , Binding Sites/genetics , HEK293 Cells , Humans , Inhibitory Concentration 50 , Molecular Sequence Data , NAV1.3 Voltage-Gated Sodium Channel/genetics , Patch-Clamp Techniques , Sequence Alignment
7.
J Am Chem Soc ; 135(21): 8001-15, 2013 May 29.
Article in English | MEDLINE | ID: mdl-23641937

ABSTRACT

Cytochrome P450 enzymes (P450s) are important in drug metabolism and have been linked to adverse drug reactions. P450s display broad substrate reactivity, and prediction of metabolites is complex. QM/MM studies of P450 reactivity have provided insight into important details of the reaction mechanisms and have the potential to make predictions of metabolite formation. Here we present a comprehensive study of the oxidation of three widely used pharmaceutical compounds (S-ibuprofen, diclofenac, and S-warfarin) by one of the major drug-metabolizing P450 isoforms, CYP2C9. The reaction barriers to substrate oxidation by the iron-oxo species (Compound I) have been calculated at the B3LYP-D/CHARMM27 level for different possible metabolism sites for each drug, on multiple pathways. In the cases of ibuprofen and warfarin, the process with the lowest activation energy is consistent with the experimentally preferred metabolite. For diclofenac, the pathway leading to the experimentally observed metabolite is not the one with the lowest activation energy. This apparent inconsistency with experiment might be explained by the two very different binding modes involved in oxidation at the two competing positions. The carboxylate of diclofenac interacts strongly with the CYP2C9 Arg108 side chain in the transition state for formation of the observed metabolite-but not in that for the competing pathway. We compare reaction barriers calculated both in the presence and in the absence of the protein and observe a marked improvement in selectivity prediction ability upon inclusion of the protein for all of the substrates studied. The barriers calculated with the protein are generally higher than those calculated in the gas phase. This suggests that active-site residues surrounding the substrate play an important role in controlling selectivity in CYP2C9. The results show that inclusion of sampling (particularly) and dispersion effects is important in making accurate predictions of drug metabolism selectivity of P450s using QM/MM methods.


Subject(s)
Aryl Hydrocarbon Hydroxylases/metabolism , Models, Molecular , Quantum Theory , Aryl Hydrocarbon Hydroxylases/chemistry , Crystallography, X-Ray , Cytochrome P-450 CYP2C9 , Humans , Hydroxylation , Molecular Dynamics Simulation
8.
Channels (Austin) ; 5(3): 201-4, 2011.
Article in English | MEDLINE | ID: mdl-21654202

ABSTRACT

The transient receptor potential channel TRPV1 is a polymodal nociceptor. It is primarily expressed in dorsal root ganglia and peripheral sensory nerve endings, and to a much lesser extent, in the central nervous system. It has also been implicated in the functional properties of e.g. urinary and bronchial epithelia. TRPV1 has long been under intensive investigation by the pharmaceutical industry as a candidate drug target especially for pain conditions. This review summarizes the current knowledge of the molecular determinants of TRPV1 channel activation by heat, protons and capsaicin. Newly discovered heat and proton activation sites within the pore domain are discussed as well as potential consequences for drug discovery. Polymodal TRPV1 antagonists were found to cause hyperthermia in a species-dependent manner in-vivo, hence the discovery of euthermic compounds with an appropriate modality selectivity profile will be crucial for TRPV1's future as a drug target.


Subject(s)
Ganglia, Spinal/metabolism , Nociceptors/metabolism , Respiratory Mucosa/metabolism , TRPV Cation Channels/metabolism , Urothelium/metabolism , Animals , Capsaicin/pharmacology , Drug Delivery Systems , Fever/genetics , Fever/metabolism , Hot Temperature , Pain/drug therapy , Pain/metabolism , Protons , Species Specificity , TRPV Cation Channels/agonists , TRPV Cation Channels/antagonists & inhibitors , TRPV Cation Channels/genetics
10.
Br J Pharmacol ; 158(6): 1413-25, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19845672

ABSTRACT

Voltage-gated sodium channels are key to the initiation and propagation of action potentials in electrically excitable cells. Molecular characterization has shown there to be nine functional members of the family, with a high degree of sequence homology between the channels. This homology translates into similar biophysical and pharmacological properties. Confidence in some of the channels as drug targets has been boosted by the discovery of human mutations in the genes encoding a number of them, which give rise to clinical conditions commensurate with the changes predicted from the altered channel biophysics. As a result, they have received much attention for their therapeutic potential. Sodium channels represent well-precedented drug targets as antidysrhythmics, anticonvulsants and local anaesthetics provide good clinical efficacy, driven through pharmacology at these channels. However, electrophysiological characterization of clinically useful compounds in recombinant expression systems shows them to be weak, with poor selectivity between channel types. This has led to the search for subtype-selective modulators, which offer the promise of treatments with improved clinical efficacy and better toleration. Despite developments in high-throughput electrophysiology platforms, this has proven very challenging. Structural biology is beginning to offer us a greater understanding of the three-dimensional structure of voltage-gated ion channels, bringing with it the opportunity to do real structure-based drug design in the future. This discipline is still in its infancy, but developments with the expression and purification of prokaryotic sodium channels offer the promise of structure-based drug design in the not too distant future.


Subject(s)
Drug Delivery Systems , Sodium Channels/drug effects , Animals , Drug Design , Electrophysiology , Humans , Sequence Homology, Amino Acid , Sodium Channels/genetics , Sodium Channels/metabolism , Structure-Activity Relationship
11.
Drug Discov Today ; 14(19-20): 964-72, 2009 Oct.
Article in English | MEDLINE | ID: mdl-19638317

ABSTRACT

Owing to the polymorphic nature of CYP2D6, clinically significant issues can arise when drugs rely on that enzyme either for clearance, or metabolism to an active metabolite. Available screening methods to determine if the compound is likely to cause drug-drug interactions, or is likely to be a victim of inhibition of CYP2D6 by other compounds will be described. Computational models and examples will be given on strategies to design out the CYP2D6 liabilities for both heme-binding compounds and non-heme-binding compounds.


Subject(s)
Cytochrome P-450 CYP2D6/metabolism , Drug Interactions , Enzyme Inhibitors/pharmacology , Animals , Biotransformation , Computer Simulation , Computer-Aided Design , Cytochrome P-450 CYP2D6/chemistry , Cytochrome P-450 CYP2D6/genetics , Cytochrome P-450 CYP2D6 Inhibitors , Drug Design , Enzyme Inhibitors/chemistry , Heme/metabolism , Humans , Models, Molecular , Molecular Structure , Protein Conformation , Quantitative Structure-Activity Relationship , Risk Assessment , Substrate Specificity
12.
Curr Top Med Chem ; 8(13): 1140-51, 2008.
Article in English | MEDLINE | ID: mdl-18782009

ABSTRACT

Avoiding cardiac liability associated with blockade of hERG (human ether a go-go) is key for successful drug discovery and development. This paper describes the work undertaken in the discovery of a potent CCR5 antagonist, maraviroc 34, for the treatment of HIV. In particular the use of a pharmacophore model of the hERG channel and a high throughput binding assay for the hERG channel are described that were critical to elucidate SAR to overcome hERG liabilities. The key SAR involves the introduction of polar substituents into regions of the molecule where it is postulated to undergo hydrophobic interactions with the ion channel. Within the CCR5 project there appeared to be no strong correlation between hERG affinity and physiochemical parameters such as pKa or lipophilicity. It is believed that chemists could apply these same strategies early in drug discovery to remove hERG interactions associated with lead compounds while retaining potency at the primary target.


Subject(s)
Anti-HIV Agents/chemistry , CCR5 Receptor Antagonists , Cyclohexanes/chemistry , Ether-A-Go-Go Potassium Channels/antagonists & inhibitors , Ether-A-Go-Go Potassium Channels/metabolism , Triazoles/chemistry , Anti-HIV Agents/therapeutic use , Cyclohexanes/therapeutic use , Drug Evaluation, Preclinical , Humans , Maraviroc , Receptors, CCR5/metabolism , Triazoles/therapeutic use
13.
J Chem Inf Model ; 47(1): 76-84, 2007.
Article in English | MEDLINE | ID: mdl-17238251

ABSTRACT

The application of a new 3-point pharmacophore-fingerprinting package (TOPP, Triplets Of Pharmacophoric Points) to develop QSAR models is discussed. In the CYP2D6 metabolic stability case, these 3D pharmacophoric fingerprints have shown to be as valid as other 3D descriptors and 2D features. Interestingly, it was found in the 3D models that the use of more realistic substrate conformations, by an additional docking step, did not improve the statistical results significantly. A detailed analysis of the generated pharmacophoric hypotheses is consistent with the previously proposed dual interaction mode of substrates within the active site of CYP2D6.


Subject(s)
Models, Molecular , Quantitative Structure-Activity Relationship , Binding Sites , Computer Graphics , Cytochrome P-450 CYP2D6/chemistry , Enzyme Stability
14.
J Chem Inf Model ; 47(1): 170-5, 2007.
Article in English | MEDLINE | ID: mdl-17238262

ABSTRACT

The ability to cross the blood brain barrier (BBB), sometimes expressed as BBB+ and BBB-, is a very important property in drug design. Several computational methods have been employed for the prediction of BBB-penetrating (BBB+) and nonpenetrating (BBB-) compounds with overall accuracies from 75 to 97%. However, most of these models use a large number of descriptors (67-199), and it is not easy to implement the models in order to predict values of BBB+/-. In this work, 19 simple molecular descriptors calculated from Algorithm Builder and fragmentation schemes were used for the analysis of 1593 BBB+/- data. The results show that hydrogen-bonding properties of compounds play a very important role in modeling BBB penetration. Several BBB models based on hydrogen-bonding properties, such as Abraham descriptors, polar surface area (PSA), and number of hydrogen bonding donors and acceptors, have been built using binomial-PLS analysis. The results show that the overall classification accuracy for a training set is over 90%, and overall prediction accuracy for a test set is over 95%.


Subject(s)
Blood-Brain Barrier/metabolism , Permeability , Pharmacokinetics , Quantitative Structure-Activity Relationship , Artificial Intelligence , Classification , Hydrogen Bonding , Methods
16.
Drug Discov Today ; 11(13-14): 601-6, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16793528

ABSTRACT

Many 3D ligand-based and structure-based computational approaches have been used to predict, and thus help explain, the metabolism catalyzed by the enzymes of the cytochrome P450 superfamily (P450s). P450s are responsible for >90% of the metabolism of all drugs, so the computational prediction of metabolism can help to design out drug-drug interactions in the early phases of the drug discovery process. Computational methodologies have focused on a few P450s that are directly involved in drug metabolism. The recently derived crystal structures for human P450s enable better 3D modelling of these important metabolizing enzymes. Models derived for P450s have evolved from simple comparisons of known substrates to more-elaborate experiments that require considerable computer power involving 3D overlaps and docking experiments. These models help to explain and, more importantly, predict the involvement of P450s in the metabolism of specific compounds and guide the drug-design process.


Subject(s)
Computer Simulation , Cytochrome P-450 Enzyme System/metabolism , Models, Molecular , Pharmaceutical Preparations/metabolism , Binding Sites , Crystallization , Cytochrome P-450 Enzyme System/chemistry , Drug Design , Isoenzymes/chemistry , Isoenzymes/metabolism , Ligands , Molecular Structure , Pharmaceutical Preparations/chemistry , Protein Conformation , Structure-Activity Relationship
17.
Bioorg Med Chem Lett ; 16(17): 4633-7, 2006 Sep 01.
Article in English | MEDLINE | ID: mdl-16782336

ABSTRACT

The discovery of maraviroc 17 is described with particular reference to the generation of high selectivity over affinity for the HERG potassium channel. This was achieved through the use of a high throughput binding assay for the HERG channel that is known to show an excellent correlation with functional effects.


Subject(s)
CCR5 Receptor Antagonists , Ether-A-Go-Go Potassium Channels/metabolism , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Cell Line , Chemokine CCL4 , HIV/drug effects , Humans , Macrophage Inflammatory Proteins/antagonists & inhibitors , Macrophage Inflammatory Proteins/metabolism , Models, Molecular , Molecular Structure , Receptors, CCR5/metabolism , Structure-Activity Relationship
18.
Chem Biol Drug Des ; 67(4): 305-8, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16629828

ABSTRACT

The development of compound 1, a piperidine-based CCR5 receptor antagonist with Type I CYP2D6 inhibition, into the tropane-derived analogue 5, is described. This compound, which is devoid of CYP2D6 liabilities, is a highly potent ligand for the CCR5 receptor and has broad-spectrum activity against a range of clinically relevant HIV isolates. The identification of human ether a-go-go-related gene channel inhibition within this series is described and the potential for QTc interval prolongation discussed. Furthermore, structure activity relationship (SAR) around the piperidine moiety is also described.


Subject(s)
Anti-HIV Agents/chemistry , CCR5 Receptor Antagonists , Tropanes/chemistry , Anti-HIV Agents/chemical synthesis , Anti-HIV Agents/pharmacology , Cytochrome P-450 CYP2D6 Inhibitors , HIV-1/drug effects , Humans , Models, Molecular , Piperidines/chemistry , Receptors, CCR5/metabolism , Structure-Activity Relationship , Tropanes/chemical synthesis , Tropanes/pharmacology
19.
Mol Pharmacol ; 69(2): 509-19, 2006 Feb.
Article in English | MEDLINE | ID: mdl-16291873

ABSTRACT

Block of human ether-a-go-go related gene (hERG) K(+) channels by otherwise useful drugs is the most common cause of long QT syndrome, a disorder of cardiac repolarization that predisposes patients to potentially fatal arrhythmias. This undesirable long QT side effect has been a major reason for the withdrawal of medications from the pharmaceutical market. Understanding the molecular basis of hERG block is therefore essential to facilitate the design of safe drugs. Binding sites for hERG blockers have been mapped within the inner cavity of the channel and include aromatic residues in the S6 helix (Tyr-652, Phe-656) and residues in the pore helix (Thr-623, Ser-624, Val-625). We used mutagenesis of these residues, combined with an investigation of hERG block by close analogs of clofilium and ibutilide, to assess how specific alterations in drug structure affected potency and binding interactions. Although changing the basic nitrogen from quaternary to tertiary accelerated the onset of block, the IC(50) and kinetics for recovery from block were similar. In contrast, analogs with different para-substituents on the phenyl ring had significantly different potencies for wild-type hERG block. The highest potency was achieved with polar or electronegative para-substituents, whereas neutral para-substituents had potencies more than 100-fold lower. Results from mutagenesis and molecular modeling studies suggest that phenyl ring para-substituents influence drug interactions with Thr-623, Ser-624, and Tyr-652 and strongly affect binding affinity. Together, these findings suggest that modifying the para-substituent could be a useful strategy for reducing hERG potency and increasing the safety margin of compounds in development.


Subject(s)
Anti-Arrhythmia Agents/chemistry , Drug Design , Ether-A-Go-Go Potassium Channels/chemistry , Quaternary Ammonium Compounds/chemistry , Sulfonamides/chemistry , Amino Acid Motifs , Amino Acids/chemistry , Amino Acids/genetics , Animals , Anti-Arrhythmia Agents/pharmacology , Binding Sites , ERG1 Potassium Channel , Ether-A-Go-Go Potassium Channels/drug effects , Ether-A-Go-Go Potassium Channels/genetics , Humans , Models, Molecular , Molecular Structure , Mutagenesis , Oocytes/drug effects , Protein Conformation , Quaternary Ammonium Compounds/pharmacology , Structure-Activity Relationship , Sulfonamides/pharmacology , Xenopus laevis
20.
J Chem Inf Model ; 45(4): 1053-60, 2005.
Article in English | MEDLINE | ID: mdl-16045301

ABSTRACT

Surface-integral models based on AM1 semiempirical molecular orbital calculations are presented for the free energies of solvation in water, n-octanol, and chloroform and for the enthalpy of solvation in water. A parametrized function of four local properties calculated at the isodensity surface (the molecular electrostatic potential, local ionization energy, electron affinity, and polarizability) is integrated over the triangulated surface area to obtain the target quantity. The resulting models give results only slightly less accurate than those reported for parametrized generalized Born/polar surface area models despite relying only on gas-phase calculations. The water and octanol free-energy models were validated by calculating the water-octanol partition coefficient for a test set of organic compounds with moderate success. The models lead to a local solvation energy, which can be projected onto the molecular isodensity surface and provides insight into "hot" areas for solvation in water or the other solvents.


Subject(s)
Models, Chemical , Quantitative Structure-Activity Relationship , Thermodynamics , Algorithms , Solubility , Surface Properties , Water/chemistry
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