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1.
ACS Med Chem Lett ; 12(5): 827-835, 2021 May 13.
Article in English | MEDLINE | ID: mdl-34055233

ABSTRACT

Structure-activity relationship studies directed toward the replacement of the fused phenyl ring of the lead hexahydrobenzoindole RORγt inverse agonist series represented by 1 with heterocyclic moieties led to the identification of three novel aza analogs 5-7. The hexahydropyrrolo[3,2-f]quinoline series 5 (X = N, Y = Z=CH) showed potency and metabolic stability comparable to series 1 but with improved in vitro membrane permeability and serum free fraction. This structural modification was applied to the hexahydrocyclopentanaphthalene series 3, culminating in the discovery of 8e as a potent and selective RORγt inverse agonist with an excellent in vitro profile, good pharmacokinetic properties, and biologic-like in vivo efficacy in preclinical models of rheumatoid arthritis and psoriasis.

2.
J Med Chem ; 64(5): 2714-2724, 2021 03 11.
Article in English | MEDLINE | ID: mdl-33591748

ABSTRACT

SAR efforts directed at identifying RORγt inverse agonists structurally different from our clinical compound 1 (BMS-986251) led to tricyclic-carbocyclic analogues represented by 3-7 and culminated in the identification of 3d (BMS-986313), with structural differences distinct from 1. The X-ray co-crystal structure of 3d with the ligand binding domain of RORγt revealed several key interactions, which are different from 1. The in vitro and in vivo PK profiles of 3d are described. In addition, we demonstrate robust efficacy of 3d in two preclinical models of psoriasis-the IMQ-induced skin lesion model and the IL-23-induced acanthosis model. The efficacy seen with 3d in these models is comparable to the results observed with 1.


Subject(s)
Amides/therapeutic use , Hydrocarbons, Cyclic/therapeutic use , Nuclear Receptor Subfamily 1, Group F, Member 3/antagonists & inhibitors , Psoriasis/drug therapy , Amides/chemistry , Amides/pharmacokinetics , Animals , Drug Inverse Agonism , Female , Humans , Hydrocarbons, Cyclic/chemistry , Hydrocarbons, Cyclic/pharmacokinetics , Interleukin-23 , Mice, Inbred C57BL , Microsomes, Liver/metabolism , Molecular Structure , Psoriasis/chemically induced , Rats , Structure-Activity Relationship
3.
Bioorg Med Chem Lett ; 35: 127778, 2021 03 01.
Article in English | MEDLINE | ID: mdl-33422603

ABSTRACT

The discovery of a series of substituted diarylether compounds as retinoic acid related orphan receptor γt (RORγt) agonists is described. Compound 1 was identified from deck mining as a RORγt agonist. Hit-to-lead optimization led to the identification of lead compound 5, which possesses improved potency (10x). Extensive SAR exploration led to the identification of a potent and selective compound 22, that demonstrated an improved pharmacokinetic profile and a dose-dependent pharmacodynamic response. However, when dosed in a MC38 syngeneic tumor model, no evidence of efficacy was observed. ©2020 Elsevier Science Ltd. All rights reserved.


Subject(s)
Ethers/pharmacology , Nuclear Receptor Subfamily 1, Group F, Member 3/agonists , Tretinoin/pharmacology , Animals , Crystallography, X-Ray , Dose-Response Relationship, Drug , Ethers/chemical synthesis , Ethers/chemistry , Humans , Mice , Models, Molecular , Molecular Structure , Structure-Activity Relationship , Th17 Cells , Tretinoin/chemical synthesis , Tretinoin/chemistry
4.
ACS Med Chem Lett ; 11(12): 2510-2518, 2020 Dec 10.
Article in English | MEDLINE | ID: mdl-33335675

ABSTRACT

Employing a virtual screening approach, we identified the pyroglutamide moiety as a nonacid replacement for the cyclohexanecarboxylic acid group which, when coupled to our previously reported conformationally locked tricyclic core, provided potent and selective RORγt inverse agonists. Structure-activity relationship optimization of the pyroglutamide moiety led to the identification of compound 18 as a potent and selective RORγt inverse agonist, albeit with poor aqueous solubility. We took advantage of the tertiary carbinol group in 18 to synthesize a phosphate prodrug, which provided good solubility, excellent exposures in mouse PK studies, and significant efficacy in a mouse model of psoriasis.

5.
Bioorg Med Chem Lett ; 30(23): 127521, 2020 12 01.
Article in English | MEDLINE | ID: mdl-32882417

ABSTRACT

In order to rapidly develop C6 and C8 SAR of our reported tricyclic sulfone series of RORγt inverse agonists, a late-stage bromination was employed. Although not regioselective, the bromination protocol allowed us to explore new substitution patterns/vectors that otherwise would have to be incorporated at the very beginning of the synthesis. Based on the SAR obtained from this exercise, compound 15 bearing a C8 fluorine was developed as a very potent and selective RORγt inverse agonist. This analog's in vitro profile, pharmacokinetic (PK) data and efficacy in an IL-23 induced mouse acanthosis model will be discussed.


Subject(s)
Heterocyclic Compounds, 3-Ring/therapeutic use , Melanosis/drug therapy , Nuclear Receptor Subfamily 1, Group F, Member 3/antagonists & inhibitors , Sulfones/therapeutic use , Animals , Crystallography, X-Ray , Drug Inverse Agonism , Female , Heterocyclic Compounds, 3-Ring/chemical synthesis , Heterocyclic Compounds, 3-Ring/pharmacokinetics , Interleukin-18 , Male , Melanosis/chemically induced , Mice, Inbred BALB C , Mice, Inbred C57BL , Molecular Structure , Nuclear Receptor Subfamily 1, Group F, Member 3/metabolism , Protein Binding , Structure-Activity Relationship , Sulfones/chemical synthesis , Sulfones/pharmacokinetics
6.
Bioorg Med Chem Lett ; 30(19): 127466, 2020 10 01.
Article in English | MEDLINE | ID: mdl-32763309

ABSTRACT

RORγt is the master regulator of the IL-23/IL-17 axis, a pathway that is clinically validated for the treatment of various immunological disorders. Over the last few years, our group has reported different chemotypes that potently act as inverse agonists of RORγt. One of them, the tricyclic pyrrolidine chemotype, has demonstrated biologic-like preclinical efficacy and has led to our clinical candidate BMS-986251. In this letter, we discuss the invention of an annulation reaction which enabled the synthesis of a tricyclic exocyclic amide chemotype and the identification of compounds with RORγt inverse agonist activity. Preliminary structure activity relationships are disclosed.


Subject(s)
Amides/chemistry , Hydrocarbons, Cyclic/chemistry , Nuclear Receptor Subfamily 1, Group F, Member 3/antagonists & inhibitors , Sulfones/chemistry , Amides/chemical synthesis , Amides/metabolism , Animals , Cyclization , Drug Inverse Agonism , Humans , Hydrocarbons, Cyclic/chemical synthesis , Hydrocarbons, Cyclic/metabolism , Mice , Microsomes, Liver/metabolism , Molecular Docking Simulation , Molecular Structure , Nuclear Receptor Subfamily 1, Group F, Member 3/metabolism , Structure-Activity Relationship , Sulfones/chemical synthesis , Sulfones/metabolism
7.
Bioorg Med Chem Lett ; 30(19): 127441, 2020 10 01.
Article in English | MEDLINE | ID: mdl-32736080

ABSTRACT

In an effort to discover oral inverse agonists of RORγt to treat inflammatory diseases, a new 2,6-difluorobenzyl ether series of cyclopentyl sulfones were found to be surprisingly more potent than the corresponding alcohol derivatives. When combined with a more optimized phenyl ((R)-3-phenylpyrrolidin-3-yl)sulfone template, the 2,6-difluorobenzyl ethers yielded a set of very potent RORγt inverse agonists (e.g., compound 26, RORγt Gal4 EC50 11 nM) that are highly selective against PXR, LXRα and LXRß. After optimizing for stability in human and mouse liver microsomes, compounds 29 and 38 were evaluated in vivo and found to have good oral bioavailability (56% and 101%, respectively) in mice. X-ray co-crystal structure of compound 27 in RORγt revealed that the bulky benzyl ether group causes helix 11 of the protein to partially uncoil to create a new, enlarged binding site, which nicely accommodates the benzyl ether moiety, leading to net potency gain.


Subject(s)
Nuclear Receptor Subfamily 1, Group F, Member 3/antagonists & inhibitors , Pyrrolidines/pharmacology , Sulfones/pharmacology , Animals , Crystallography, X-Ray , Drug Discovery , Drug Inverse Agonism , Drug Stability , Hep G2 Cells , Humans , Mice , Microsomes, Liver/metabolism , Molecular Structure , Nuclear Receptor Subfamily 1, Group F, Member 3/metabolism , Pyrrolidines/chemical synthesis , Pyrrolidines/metabolism , Structure-Activity Relationship , Sulfones/chemical synthesis , Sulfones/metabolism
8.
Bioorg Med Chem Lett ; 30(17): 127392, 2020 09 01.
Article in English | MEDLINE | ID: mdl-32738966

ABSTRACT

A novel series of cis-3,4-diphenylpyrrolidines were designed as RORγt inverse agonists based on the binding conformation of previously reported bicyclic sulfonamide 1. Preliminary synthesis and structure-activity relationship (SAR) study established (3S,4S)-3-methyl-3-(4-fluorophenyl)-4-(4-(1,1,1,3,3,3-hexafluoro-2-hydroxyprop-2-yl)phenyl)pyrrolidine as the most effective scaffold. Subsequent SAR optimization led to identification of a piperidinyl carboxamide 31, which was potent against RORγt (EC50 of 61 nM in an inverse agonist assay), selective relative to RORα, RORß, LXRα and LXRß, and stable in human and mouse liver microsomes. Furthermore, compound 31 exhibited considerably lower PXR Ymax (46%) and emerged as a promising lead. The binding mode of the diphenylpyrrolidine series was established with an X-ray co-crystal structure of 10A/RORγt.


Subject(s)
Drug Design , Nuclear Receptor Subfamily 1, Group F, Member 3/metabolism , Pyrrolidines/chemistry , Animals , Binding Sites , Crystallography, X-Ray , Drug Inverse Agonism , Humans , Mice , Microsomes, Liver/metabolism , Molecular Dynamics Simulation , Nuclear Receptor Subfamily 1, Group F, Member 3/agonists , Pregnane X Receptor/agonists , Pregnane X Receptor/metabolism , Pyrrolidines/chemical synthesis , Pyrrolidines/metabolism , Structure-Activity Relationship
9.
ACS Med Chem Lett ; 11(6): 1221-1227, 2020 Jun 11.
Article in English | MEDLINE | ID: mdl-32551004

ABSTRACT

Novel tricyclic analogues were designed, synthesized, and evaluated as RORγt inverse agonists. Several of these compounds were potent in an IL-17 human whole blood assay and exhibited excellent oral bioavailability in mouse pharmacokinetic studies. This led to the identification of compound 5, which displayed dose-dependent inhibition of IL-17F production in a mouse IL-2/IL-23 stimulated pharmacodynamic model. In addition, compound 5 was studied in mouse acanthosis and imiquimod-induced models of skin inflammation, where it demonstrated robust efficacy comparable to a positive control. As a result of this excellent overall profile, compound 5 (BMS-986251) was selected as a clinically viable developmental candidate.

10.
Bioorg Med Chem Lett ; 30(12): 127204, 2020 06 15.
Article in English | MEDLINE | ID: mdl-32334911

ABSTRACT

Substituted benzyloxy aryl compound 2 was identified as an RORγt agonist. Structure based drug design efforts resulted in a potent and selective tricyclic compound 19 which, when administered orally in an MC38 mouse tumor model, demonstrated a desired pharmacokinetic profile as well as a dose-dependent pharmacodynamic response. However, no perceptible efficacy was observed in this tumor model at the doses investigated.


Subject(s)
Benzyl Compounds/pharmacology , Heterocyclic Compounds/pharmacology , Receptors, Retinoic Acid/agonists , Animals , Benzyl Compounds/chemistry , Dose-Response Relationship, Drug , Female , Heterocyclic Compounds/chemistry , Mice , Mice, Inbred C57BL , Molecular Structure , Structure-Activity Relationship , Retinoic Acid Receptor gamma
11.
J Med Chem ; 62(21): 9931-9946, 2019 11 14.
Article in English | MEDLINE | ID: mdl-31638797

ABSTRACT

RORγt is an important nuclear receptor that regulates the production of several pro-inflammatory cytokines such as IL-17 and IL-22. As a result, RORγt has been identified as a potential target for the treatment of various immunological disorders such as psoriasis, psoriatic arthritis, and inflammatory bowel diseases. Structure and computer-assisted drug design led to the identification of a novel series of tricyclic RORγt inverse agonists with significantly improved in vitro activity in the reporter (Gal4) and human whole blood assays compared to our previous chemotype. Through careful structure activity relationship, several potent and selective RORγt inverse agonists have been identified. Pharmacokinetic studies allowed the identification of the lead molecule 32 with a low peak-to-trough ratio. This molecule showed excellent activity in an IL-2/IL-23-induced mouse pharmacodynamic study and demonstrated biologic-like efficacy in an IL-23-induced preclinical model of psoriasis.


Subject(s)
Drug Design , Drug Inverse Agonism , Nuclear Receptor Subfamily 1, Group F, Member 3/agonists , Pyrrolidines/pharmacology , Animals , Humans , Jurkat Cells , Mice , Models, Molecular , Nuclear Receptor Subfamily 1, Group F, Member 3/chemistry , Protein Conformation , Pyrrolidines/chemistry , Pyrrolidines/pharmacokinetics , Structure-Activity Relationship , Tissue Distribution
12.
Bioorg Med Chem Lett ; 29(16): 2265-2269, 2019 08 15.
Article in English | MEDLINE | ID: mdl-31257087

ABSTRACT

An X-ray crystal structure of one of our previously discovered RORγt inverse agonists bound to the RORγt ligand binding domain revealed that the cyclohexane carboxylic acid group of compound 2 plays a significant role in RORγt binding, forming four hydrogen bonding and ionic interactions with RORγt. SAR studies centered around the cyclohexane carboxylic acid group led to identification of several structurally diverse and more potent compounds, including new carboxylic acid analogues 7 and 20, and cyclic sulfone analogues 34 and 37. Notably, compounds 7 and 20 were found to maintain the desirable pharmacokinetic profile of 2.


Subject(s)
Nuclear Receptor Subfamily 1, Group F, Member 3/agonists , Pyrrolidines/pharmacology , Sulfones/pharmacology , Administration, Oral , Animals , Biological Availability , Crystallography, X-Ray , Dose-Response Relationship, Drug , Drug Inverse Agonism , Humans , Mice , Models, Molecular , Molecular Structure , Pyrrolidines/administration & dosage , Pyrrolidines/chemistry , Structure-Activity Relationship , Sulfones/administration & dosage , Sulfones/chemistry
13.
ACS Med Chem Lett ; 10(3): 367-373, 2019 Mar 14.
Article in English | MEDLINE | ID: mdl-30891142

ABSTRACT

A new phenyl (3-phenylpyrrolidin-3-yl)sulfone series of RORγt inverse agonists was discovered utilizing the binding conformation of previously reported bicyclic sulfonamide 1. Through a combination of structure-based design and structure-activity relationship studies, a polar set of amides at N1-position of the pyrrolidine ring and perfluoroisopropyl group at para-position of the 3-phenyl group were identified as critical structural elements to achieve high selectivity against PXR, LXRα, and LXRß. Further optimization led to the discovery of (1R,4r)-4-((R)-3-((4-fluorophenyl)sulfonyl)-3-(4-(perfluoropropan-2-yl)phenyl)pyrrolidine-1-carbonyl)cyclohexane-1-carboxylic acid (26), which displayed excellent selectivity, desirable liability and pharmacokinetic properties in vitro, and a good pharmacokinetic profile in mouse. Oral administration of 26 demonstrated dose-dependent inhibition of IL-17 production in a mouse IL-2/IL-23-induced pharmacodynamic model and biologic-like efficacy in an IL-23-induced mouse acanthosis model.

14.
Bioorg Med Chem Lett ; 28(2): 85-93, 2018 01 15.
Article in English | MEDLINE | ID: mdl-29233651

ABSTRACT

We disclose the optimization of a high throughput screening hit to yield benzothiazine and tetrahydroquinoline sulfonamides as potent RORγt inverse agonists. However, a majority of these compounds showed potent activity against pregnane X receptor (PXR) and modest activity against liver X receptor α (LXRα). Structure-based drug design (SBDD) led to the identification of benzothiazine and tetrahydroquinoline sulfonamide analogs which completely dialed out LXRα activity and were less potent at PXR. Pharmacodynamic (PD) data for compound 35 in an IL-23 induced IL-17 mouse model is discussed along with the implications of a high Ymax in the PXR assay for long term preclinical pharmacokinetic (PK) studies.


Subject(s)
Bridged Bicyclo Compounds/pharmacology , Drug Design , Propanols/pharmacology , Receptors, Retinoic Acid/agonists , Receptors, Steroid/agonists , Sulfonamides/pharmacology , Animals , Bridged Bicyclo Compounds/chemical synthesis , Bridged Bicyclo Compounds/chemistry , Crystallography, X-Ray , Dose-Response Relationship, Drug , Humans , Liver X Receptors/agonists , Male , Mice , Mice, Inbred BALB C , Models, Molecular , Molecular Structure , Pregnane X Receptor , Propanols/chemical synthesis , Propanols/chemistry , Structure-Activity Relationship , Sulfonamides/chemical synthesis , Sulfonamides/chemistry , Retinoic Acid Receptor gamma
15.
Bioorg Med Chem Lett ; 27(4): 855-861, 2017 02 15.
Article in English | MEDLINE | ID: mdl-28108251

ABSTRACT

As demonstrated in preclinical animal models, the disruption of PI3Kδ expression or its activity leads to a decrease in inflammatory and immune responses. Therefore, inhibition of PI3Kδ may provide an alternative treatment for autoimmune diseases, such as RA, SLE, and respiratory ailments. Herein, we disclose the identification of 7-(3-(piperazin-1-yl)phenyl)pyrrolo[2,1-f][1,2,4]triazin-4-amine derivatives as highly potent, selective and orally bioavailable PI3Kδ inhibitors. The lead compound demonstrated efficacy in an in vivo mouse KLH model.


Subject(s)
Amines/chemistry , Phosphoinositide-3 Kinase Inhibitors , Protein Kinase Inhibitors/chemistry , Amines/metabolism , Amines/therapeutic use , Animals , Autoimmune Diseases/drug therapy , Binding Sites , Class I Phosphatidylinositol 3-Kinases , Crystallography, X-Ray , Disease Models, Animal , Drug Evaluation, Preclinical , Humans , Mice , Microsomes, Liver/metabolism , Molecular Docking Simulation , Phosphatidylinositol 3-Kinases/metabolism , Piperazine , Piperazines/chemistry , Protein Isoforms/antagonists & inhibitors , Protein Isoforms/metabolism , Protein Kinase Inhibitors/metabolism , Protein Kinase Inhibitors/therapeutic use , Structure-Activity Relationship , Triazines/chemistry
16.
Bioorg Med Chem Lett ; 25(10): 2169-73, 2015.
Article in English | MEDLINE | ID: mdl-25881820

ABSTRACT

Heterocyclic amide isosteres were incorporated into a phenylglycine-based tissue factor/factor VIIa (TF-FVIIa) inhibitor chemotype, providing potent inhibitors. An X-ray co-crystal structure of phenylimidazole 19 suggested that an imidazole nitrogen atom effectively mimics an amide carbonyl, while the phenyl ring forms key hydrophobic interactions with the S1' pocket. Exploration of phenylimidazole substitution led to the discovery of potent, selective and efficacious inhibitors of TF-FVIIa.


Subject(s)
Drug Design , Factor VIIa/antagonists & inhibitors , Imidazoles/chemistry , Serine Proteinase Inhibitors/chemical synthesis , Serine Proteinase Inhibitors/pharmacology , Crystallography, X-Ray , Molecular Structure , Serine Proteinase Inhibitors/chemistry
17.
Bioorg Med Chem Lett ; 23(18): 5244-8, 2013 Sep 15.
Article in English | MEDLINE | ID: mdl-23845220

ABSTRACT

Aminoisoquinoline and isoquinoline groups have successfully replaced the more basic P1 benzamidine group of an acylsulfonamide factor VIIa inhibitor. Inhibitory activity was optimized by the identification of additional hydrophobic and hydrophilic P' binding interactions. The molecular details of these interactions were elucidated by X-ray crystallography and molecular modeling. We also show that decreasing the basicity of the P1 group results in improved oral bioavailability in this chemotype.


Subject(s)
Benzamidines , Factor VIIa/antagonists & inhibitors , Serine Proteinase Inhibitors/pharmacology , Sulfonamides/chemistry , Sulfonamides/pharmacology , Crystallography, X-Ray , Dose-Response Relationship, Drug , Factor VIIa/metabolism , Humans , Models, Molecular , Molecular Structure , Serine Proteinase Inhibitors/chemical synthesis , Serine Proteinase Inhibitors/chemistry , Structure-Activity Relationship , Sulfonamides/chemical synthesis
18.
Bioorg Med Chem Lett ; 20(21): 6273-6, 2010 Nov 01.
Article in English | MEDLINE | ID: mdl-20833042

ABSTRACT

The synthesis and SAR of aminomethyl-substituted imidazolopyrimidine DPP4 inhibitors bearing varied pendant aryl groups is described. Compound 1, which exists as a separable mixture of non-interconvertible atropisomers was used as the starting point for investigation. The effects of substituent pattern and type as well as stereochemical effects on inhibitor potency are discussed.


Subject(s)
Dipeptidyl-Peptidase IV Inhibitors/chemical synthesis , Dipeptidyl-Peptidase IV Inhibitors/pharmacology , Imidazoles/chemical synthesis , Imidazoles/pharmacology , Pyrimidines/chemical synthesis , Pyrimidines/pharmacology , Catalytic Domain , Dipeptidases/antagonists & inhibitors , Dipeptidyl-Peptidase IV Inhibitors/chemistry , Dipeptidyl-Peptidases and Tripeptidyl-Peptidases/antagonists & inhibitors , Indicators and Reagents , Isomerism , Kinetics , Models, Molecular , Solvents , Structure-Activity Relationship
19.
J Med Chem ; 53(15): 5620-8, 2010 Aug 12.
Article in English | MEDLINE | ID: mdl-20684603

ABSTRACT

Continued structure-activity relationship (SAR) exploration within our previously disclosed azolopyrimidine containing dipeptidyl peptidase-4 (DPP4) inhibitors led us to focus on an imidazolopyrimidine series in particular. Further study revealed that by replacing the aryl substitution on the imidazole ring with a more polar carboxylic ester or amide, these compounds displayed not only increased DPP4 binding activity but also significantly reduced human ether-a-go-go related gene (hERG) and sodium channel inhibitory activities. Additional incremental adjustment of polarity led to permeable molecules which exhibited favorable pharmacokinetic (PK) profiles in preclinical animal species. The active site binding mode of these compounds was determined by X-ray crystallography as exemplified by amide 24c. A subsequent lead molecule from this series, (+)-6-(aminomethyl)-5-(2,4-dichlorophenyl)-N-(1-ethyl-1H-pyrazol-5-yl)-7-methylimidazo[1,2-a]pyrimidine-2-carboxamide (24s), emerged as a potent, selective DPP4 inhibitor that displayed excellent PK profiles and in vivo efficacy in ob/ob mice.


Subject(s)
Dipeptidyl-Peptidase IV Inhibitors , Hypoglycemic Agents/chemical synthesis , Imidazoles/chemical synthesis , Pyrimidines/chemical synthesis , Animals , Catalytic Domain , Crystallography, X-Ray , Diabetes Mellitus, Type 2/drug therapy , Dipeptidyl Peptidase 4/chemistry , Dogs , ERG1 Potassium Channel , Ether-A-Go-Go Potassium Channels/antagonists & inhibitors , Humans , Hypoglycemic Agents/pharmacokinetics , Hypoglycemic Agents/pharmacology , Imidazoles/pharmacokinetics , Imidazoles/pharmacology , Male , Mice , Mice, Obese , Models, Molecular , Pyrimidines/pharmacokinetics , Pyrimidines/pharmacology , Rats , Sodium Channel Blockers/pharmacology , Stereoisomerism , Structure-Activity Relationship
20.
J Comput Aided Mol Des ; 23(7): 411-8, 2009 Jul.
Article in English | MEDLINE | ID: mdl-19459054

ABSTRACT

The success of structure-based drug design relies on accurate protein modeling where one of the key issues is the modeling and refinement of loops. This study takes a critical look at modeled loops, determining the effect of re-sampling side-chains after the loop conformation has been generated. The results are evaluated in terms of backbone and side-chain conformations with respect to the native loop. While models can contain loops with high quality backbone conformations, the side-chain orientations could be poor, and therefore unsuitable for ligand docking and structure-based design. In this study, we report on the ability to model loop side-chains accurately using a variety of commercially available algorithms that include rotamer libraries, systematic torsion scans and knowledge-based methods.


Subject(s)
Algorithms , Proteins/chemistry , Structural Homology, Protein , Computer Simulation , Drug Design , Models, Molecular
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