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1.
Bioorg Med Chem Lett ; 30(17): 127390, 2020 09 01.
Article in English | MEDLINE | ID: mdl-32738973

ABSTRACT

Bruton's tyrosine kinase (BTK) is a Tec family kinase with a well-defined role in the B cell receptor (BCR) pathway. It has become an attractive kinase target for selective B cell inhibition, and for the treatment of B cell related diseases. Many BTK inhibitors have been discovered for the treatment of cancer and rheumatoid arthritis, including a series of BTK inhibitors based on 8-amino-imidazo[1,5-a]pyrazine we recently reported. The X-ray crystal structures of BTK with inhibitors were also published, which provided great help for the SAR design. Here we report our SAR work introducing ring constraints for the 3-position piperidine amides on the BTK inhibitors based on 8-amino-imidazo[1,5-a]pyrazine. This modification improved the potency in BTK inhibitions, as well as the PK profile and the off-target selectivity. The dose-dependent efficacy of two BTK inhibitors was observed in the rat collagen induced arthritis (CIA) model.


Subject(s)
Agammaglobulinaemia Tyrosine Kinase/antagonists & inhibitors , Imidazoles/chemistry , Protein Kinase Inhibitors/chemistry , Pyrazines/chemistry , Agammaglobulinaemia Tyrosine Kinase/metabolism , Animals , Arthritis, Experimental/drug therapy , Binding Sites , Bridged Bicyclo Compounds/chemistry , Crystallography, X-Ray , Disease Models, Animal , Dogs , Dose-Response Relationship, Drug , Half-Life , Humans , Imidazoles/metabolism , Imidazoles/therapeutic use , Molecular Dynamics Simulation , Protein Kinase Inhibitors/metabolism , Protein Kinase Inhibitors/therapeutic use , Pyrazines/metabolism , Pyrazines/therapeutic use , Rats , Rats, Wistar , Structure-Activity Relationship , src-Family Kinases/antagonists & inhibitors , src-Family Kinases/metabolism
2.
J Chem Inf Model ; 60(9): 4144-4152, 2020 09 28.
Article in English | MEDLINE | ID: mdl-32309939

ABSTRACT

Two orthogonal approaches for hit identification in drug discovery are large-scale in vitro and in silico screening. In recent years, due to the emergence of new targets and a rapid increase in the size of the readily synthesizable chemical space, there is a growing emphasis on the integration of the two techniques to improve the hit finding efficiency. Here, we highlight three examples of drug discovery projects at Merck & Co., Inc., Kenilworth, NJ, USA in which different virtual screening (VS) techniques, each specifically tailored to leverage knowledge available for the target, were utilized to augment the selection of high-quality chemical matter for in vitro assays and to enhance the diversity and tractability of hits. Central to success is a fully integrated workflow combining in silico and experimental expertise at every stage of the hit identification process. We advocate that workflows encompassing VS as part of an integrated hit finding plan should be widely adopted to accelerate hit identification and foster cross-functional collaborations in modern drug discovery.


Subject(s)
Drug Discovery , High-Throughput Screening Assays , Computer Simulation , Small Molecule Libraries
3.
J Comput Aided Mol Des ; 32(1): 113-127, 2018 01.
Article in English | MEDLINE | ID: mdl-28913710

ABSTRACT

We describe the performance of multiple pose prediction methods for the D3R 2016 Grand Challenge. The pose prediction challenge includes 36 ligands, which represent 4 chemotypes and some miscellaneous structures against the FXR ligand binding domain. In this study we use a mix of fully automated methods as well as human-guided methods with considerations of both the challenge data and publicly available data. The methods include ensemble docking, colony entropy pose prediction, target selection by molecular similarity, molecular dynamics guided pose refinement, and pose selection by visual inspection. We evaluated the success of our predictions by method, chemotype, and relevance of publicly available data. For the overall data set, ensemble docking, visual inspection, and molecular dynamics guided pose prediction performed the best with overall mean RMSDs of 2.4, 2.2, and 2.2 Å respectively. For several individual challenge molecules, the best performing method is evaluated in light of that particular ligand. We also describe the protein, ligand, and public information data preparations that are typical of our binding mode prediction workflow.


Subject(s)
Computer-Aided Design , Drug Design , Drug Discovery , Molecular Docking Simulation , Receptors, Cytoplasmic and Nuclear/metabolism , Binding Sites , Crystallography, X-Ray , Databases, Protein , Humans , Ligands , Molecular Dynamics Simulation , Protein Binding , Protein Conformation , Receptors, Cytoplasmic and Nuclear/chemistry , Thermodynamics
4.
J Comput Aided Mol Des ; 32(1): 129-142, 2018 01.
Article in English | MEDLINE | ID: mdl-28986733

ABSTRACT

The 2016 D3R Grand Challenge 2 includes both pose and affinity or ranking predictions. This article is focused exclusively on affinity predictions submitted to the D3R challenge from a collaborative effort of the modeling and informatics group. Our submissions include ranking of 102 ligands covering 4 different chemotypes against the FXR ligand binding domain structure, and the relative binding affinity predictions of the two designated free energy subsets of 15 and 18 compounds. Using all the complex structures prepared in the same way allowed us to cover many types of workflows and compare their performances effectively. We evaluated typical workflows used in our daily structure-based design modeling support, which include docking scores, force field-based scores, QM/MM, MMGBSA, MD-MMGBSA, and MacroModel interaction energy estimations. The best performing methods for the two free energy subsets are discussed. Our results suggest that affinity ranking still remains very challenging; that the knowledge of more structural information does not necessarily yield more accurate predictions; and that visual inspection and human intervention are considerably important for ranking. Knowledge of the mode of action and protein flexibility along with visualization tools that depict polar and hydrophobic maps are very useful for visual inspection. QM/MM-based workflows were found to be powerful in affinity ranking and are encouraged to be applied more often. The standardized input and output enable systematic analysis and support methodology development and improvement for high level blinded predictions.


Subject(s)
Drug Discovery , Molecular Docking Simulation , Receptors, Cytoplasmic and Nuclear/metabolism , Thermodynamics , Workflow , Binding Sites , Computer-Aided Design , Databases, Protein , Drug Design , Humans , Ligands , Protein Binding , Protein Conformation , Receptors, Cytoplasmic and Nuclear/agonists , Receptors, Cytoplasmic and Nuclear/antagonists & inhibitors , Receptors, Cytoplasmic and Nuclear/chemistry , Spiro Compounds/chemistry , Spiro Compounds/pharmacology , Sulfonamides/chemistry , Sulfonamides/pharmacology
5.
Endocrinol Diabetes Metab ; 1(1): e00002, 2018 Jan.
Article in English | MEDLINE | ID: mdl-30815539

ABSTRACT

AIMS: Since 2006, DPP-4 inhibitors have become established therapy for the treatment of type 2 diabetes. Despite sharing a common mechanism of action, considerable chemical diversity exists amongst members of the DPP-4 inhibitor class, raising the question as to whether structural differences may result in differentiated enzyme inhibition and antihyperglycaemic activity. METHODS: We have compared the binding properties of the most commonly used inhibitors and have investigated the relationship between their inhibitory potency at the level of the enzyme and their acute glucose-lowering efficacy. RESULTS: Firstly, using a combination of published crystal structures and in-house data, we demonstrated that the binding site utilized by all of the DPP-4 inhibitors assessed was the same as that used by neuropeptide Y, supporting the hypothesis that DPP-4 inhibitors are able to competitively inhibit endogenous substrates for the enzyme. Secondly, we ascertained that the enzymatic cleft of DPP-4 is a relatively large cavity which displays conformational flexibility to accommodate structurally diverse inhibitor molecules. Finally, we found that for all inhibitors, irrespective of their chemical structure, the inhibition of plasma DPP-4 enzyme activity correlates directly with acute plasma glucose lowering in mice. CONCLUSION: The common binding site utilized by different DPP-4 inhibitors enables similar competitive inhibition of the cleavage of the endogenous DPP-4 substrates. Furthermore, despite chemical diversity and a range of binding potencies observed amongst the DPP-4 inhibitors, a direct relationship between enzyme inhibition in the plasma and glucose lowering is evident in mice for each member of the classes studied.

6.
Bioorg Med Chem Lett ; 27(16): 3939-3943, 2017 08 15.
Article in English | MEDLINE | ID: mdl-28720503

ABSTRACT

8-Amino-imidazo[1,5-a]pyrazine-based Bruton's tyrosine kinase (BTK) inhibitors, such as 6, exhibited potent inhibition of BTK but required improvements in both kinase and hERG selectivity (Liu et al., 2016; Gao et al., 2017). In an effort to maintain the inhibitory activity of these analogs and improve their selectivity profiles, we carried out SAR exploration of groups at the 3-position of pyrazine compound 6. This effort led to the discovery of the morpholine group as an optimized pharmacophore. Compounds 13, 23 and 38 displayed excellent BTK potencies, kinase and hERG selectivities, and pharmacokinetic profiles.


Subject(s)
Arthritis, Rheumatoid/drug therapy , Drug Discovery , Imidazoles/pharmacology , Morpholines/pharmacology , Protein Kinase Inhibitors/pharmacology , Protein-Tyrosine Kinases/antagonists & inhibitors , Arthritis, Rheumatoid/metabolism , Dose-Response Relationship, Drug , Humans , Imidazoles/chemical synthesis , Imidazoles/chemistry , Leukocytes, Mononuclear/drug effects , Leukocytes, Mononuclear/metabolism , Models, Molecular , Molecular Structure , Morpholines/chemical synthesis , Morpholines/chemistry , Protein Kinase Inhibitors/chemical synthesis , Protein Kinase Inhibitors/chemistry , Protein-Tyrosine Kinases/metabolism , Structure-Activity Relationship , Transcriptional Regulator ERG/antagonists & inhibitors , Transcriptional Regulator ERG/metabolism
7.
Bioorg Med Chem Lett ; 27(6): 1471-1477, 2017 03 15.
Article in English | MEDLINE | ID: mdl-28254166

ABSTRACT

We report the design and synthesis of a series of novel Bruton's Tyrosine Kinase (BTK) inhibitors with a carboxylic acid moiety in the ribose pocket. This series of compounds has demonstrated much improved off-target selectivities including adenosine uptake (AdU) inhibition compared to the piperidine amide series. Optimization of the initial lead compound 4 based on BTK enzyme inhibition, and human peripheral blood mononuclear cell (hPBMC) and human whole blood (hWB) activity led to the discovery of compound 40, with potent BTK inhibition, reduced off target activities, as well as favorable pharmacokinetic profile in both rat and dog.


Subject(s)
Carboxylic Acids/pharmacology , Drug Discovery , Protein Kinase Inhibitors/pharmacology , Protein-Tyrosine Kinases/antagonists & inhibitors , Agammaglobulinaemia Tyrosine Kinase , Animals , Humans , Rats
8.
ACS Med Chem Lett ; 7(5): 498-501, 2016 May 12.
Article in English | MEDLINE | ID: mdl-27190600

ABSTRACT

In our efforts to develop second generation DPP-4 inhibitors, we endeavored to identify distinct structures with long-acting (once weekly) potential. Taking advantage of X-ray cocrystal structures of sitagliptin and other DPP-4 inhibitors, such as alogliptin and linagliptin bound to DPP-4, and aided by molecular modeling, we designed several series of heterocyclic compounds as initial targets. During their synthesis, an unexpected chemical transformation provided a novel tricyclic scaffold that was beyond our original design. Capitalizing on this serendipitous discovery, we have elaborated this scaffold into a very potent and selective DPP-4 inhibitor lead series, as highlighted by compound 17c.

9.
Bioorg Med Chem Lett ; 26(11): 2622-6, 2016 06 01.
Article in English | MEDLINE | ID: mdl-27106708

ABSTRACT

Novel potent and selective 5,6,5- and 5,5,6-tricyclic pyrrolidine dipeptidyl peptidase IV (DPP-4) inhibitors were identified. Structure-activity relationship (SAR) efforts focused on improving the intrinsic DPP-4 inhibition potency, increasing protease selectivity, and demonstrating clean ion channel and cytochrome P450 profiles while trying to achieve a pharmacokinetic profile suitable for once weekly dosing in humans.


Subject(s)
Dipeptidyl Peptidase 4/metabolism , Dipeptidyl-Peptidase IV Inhibitors/pharmacology , Drug Discovery , Pyrrolidines/pharmacology , Animals , Crystallography, X-Ray , Dipeptidyl-Peptidase IV Inhibitors/chemical synthesis , Dipeptidyl-Peptidase IV Inhibitors/chemistry , Dogs , Dose-Response Relationship, Drug , Humans , Models, Molecular , Molecular Structure , Pyrrolidines/chemical synthesis , Pyrrolidines/chemistry , Rats , Structure-Activity Relationship
10.
ACS Med Chem Lett ; 7(2): 198-203, 2016 Feb 11.
Article in English | MEDLINE | ID: mdl-26985298

ABSTRACT

Bruton's tyrosine kinase (BTK) is a Tec family kinase with a well-defined role in the B cell receptor (BCR) pathway. It has become an attractive kinase target for selective B cell inhibition and for the treatment of B cell related diseases. We report a series of compounds based on 8-amino-imidazo[1,5-a]pyrazine that are potent reversible BTK inhibitors with excellent kinase selectivity. Selectivity is achieved through specific interactions of the ligand with the kinase hinge and driven by aminopyridine hydrogen bondings with Ser538 and Asp539, and by hydrophobic interaction of trifluoropyridine in the back pocket. These interactions are evident in the X-ray crystal structure of the lead compounds 1 and 3 in the complex with the BTK enzyme. Our lead compounds show desirable PK profiles and efficacy in the preclinical rat collagen induced arthritis model.

11.
Bioorg Med Chem Lett ; 25(24): 5767-71, 2015 Dec 15.
Article in English | MEDLINE | ID: mdl-26546218

ABSTRACT

A series of novel substituted-[(3R)-amino-2-(2,5-difluorophenyl)]tetrahydro-2H-pyran analogs have been prepared and evaluated as potent, selective and orally active DPP-4 inhibitors. These efforts lead to the discovery of a long acting DPP-4 inhibitor, omarigliptin (MK-3102), which recently completed phase III clinical development and has been approved in Japan.


Subject(s)
Amides/chemistry , Dipeptidyl-Peptidase IV Inhibitors/chemistry , Heterocyclic Compounds, 2-Ring/chemistry , Pyrans/chemistry , Sulfonamides/chemistry , Animals , Binding Sites , Dipeptidyl Peptidase 4/chemistry , Dipeptidyl Peptidase 4/metabolism , Dipeptidyl-Peptidase IV Inhibitors/chemical synthesis , Dipeptidyl-Peptidase IV Inhibitors/pharmacokinetics , Dogs , Half-Life , Heterocyclic Compounds, 2-Ring/chemical synthesis , Heterocyclic Compounds, 2-Ring/pharmacokinetics , Molecular Docking Simulation , Protein Structure, Tertiary , Pyrans/chemical synthesis , Pyrans/pharmacokinetics , Rats , Structure-Activity Relationship
12.
J Med Chem ; 57(8): 3205-12, 2014 Apr 24.
Article in English | MEDLINE | ID: mdl-24660890

ABSTRACT

In our effort to discover DPP-4 inhibitors with added benefits over currently commercially available DPP-4 inhibitors, MK-3102 (omarigliptin), was identified as a potent and selective dipeptidyl peptidase 4 (DPP-4) inhibitor with an excellent pharmacokinetic profile amenable for once-weekly human dosing and selected as a clinical development candidate. This manuscript summarizes the mechanism of action, scientific rationale, medicinal chemistry, pharmacokinetic properties, and human efficacy data for omarigliptin, which is currently in phase 3 clinical development.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Dipeptidyl-Peptidase IV Inhibitors/pharmacology , Heterocyclic Compounds, 2-Ring/pharmacology , Hypoglycemic Agents/pharmacology , Pyrans/pharmacology , Animals , Dipeptidyl-Peptidase IV Inhibitors/chemical synthesis , Dipeptidyl-Peptidase IV Inhibitors/pharmacokinetics , Dipeptidyl-Peptidase IV Inhibitors/toxicity , Heterocyclic Compounds, 2-Ring/chemical synthesis , Heterocyclic Compounds, 2-Ring/pharmacokinetics , Heterocyclic Compounds, 2-Ring/toxicity , Humans , Hypoglycemic Agents/chemical synthesis , Hypoglycemic Agents/pharmacokinetics , Hypoglycemic Agents/toxicity , Pyrans/chemical synthesis , Pyrans/pharmacokinetics , Pyrans/toxicity , Structure-Activity Relationship
13.
Bioorg Med Chem Lett ; 23(19): 5361-6, 2013 Oct 01.
Article in English | MEDLINE | ID: mdl-23972441

ABSTRACT

A series of novel tri-2,3,5-substituted tetrahydropyran analogs were synthesized and evaluated as inhibitors of dipeptidyl peptidase IV (DPP-4) for the treatment of type 2 diabetes. Optimization of the series provided inhibitors with good DPP-4 potency and selectivity over other peptidases (QPP, DPP8, and FAP). Compound 23, which is very potent, selective, efficacious in the diabetes PD model, and has an excellent pharmacokinetic profile, is selected as a clinical candidate.


Subject(s)
Dipeptidyl-Peptidase IV Inhibitors/chemical synthesis , Heterocyclic Compounds, 2-Ring/chemical synthesis , Pyrans/chemical synthesis , Animals , Diabetes Mellitus, Type 2/drug therapy , Dipeptidyl-Peptidase IV Inhibitors/chemistry , Dipeptidyl-Peptidase IV Inhibitors/pharmacology , Dogs , Enzyme Activation/drug effects , Glucose Tolerance Test , Haplorhini , Humans , Inhibitory Concentration 50 , Pyrans/chemistry , Pyrans/pharmacology , Rats , Stereoisomerism
14.
Bioorg Med Chem ; 20(9): 2845-9, 2012 May 01.
Article in English | MEDLINE | ID: mdl-22494842

ABSTRACT

Bombesin receptor subtype 3 (BRS-3) is an orphan G-protein coupled receptor expressed primarily in the hypothalamus which plays a role in the onset of both diabetes and obesity. We report herein our progress made towards identifying a potent, selective bombesin receptor subtype-3 (BRS-3) agonist related to the previously described MK-7725(1) Chobanian et al. (2012) that would prevent atropisomerization through the increase of steric bulk at the C-2 position. This would thereby make clinical development of this class of compounds more cost effective by inhibiting racemization which can occur over long periods of time at room/elevated temperature.


Subject(s)
Benzodiazepines/chemistry , Drug Design , Receptors, Bombesin/agonists , Sulfonamides/chemistry , Sulfonamides/chemical synthesis , Animals , Humans , Mice , Protein Binding , Rats , Receptors, Bombesin/metabolism , Stereoisomerism , Sulfonamides/pharmacokinetics , Temperature
15.
ACS Med Chem Lett ; 2(12): 933-7, 2011 Dec 08.
Article in English | MEDLINE | ID: mdl-24900283

ABSTRACT

We report herein the discovery of benzodiazepine sulfonamide-based bombesin receptor subtype 3 (BRS-3) agonists and their unusual chirality. Starting from a high-throughput screening lead, we prepared a series of BRS-3 agonists with improved potency and pharmacokinetic properties, of which compound 8a caused mechanism-based, dose-dependent food intake reduction and body weight loss after oral dosing in diet-induced obese mice. This effort also led to the discovery of a novel family of chiral molecules originated from the conformationally constrained seven-membered diazepine ring.

16.
J Chem Inf Model ; 50(11): 2029-40, 2010 Nov 22.
Article in English | MEDLINE | ID: mdl-20977231

ABSTRACT

One approach to estimating the "chemical tractability" of a candidate protein target where we know the atomic resolution structure is to examine the physical properties of potential binding sites. A number of other workers have addressed this issue. We characterize ~290,000 "pockets" from ~42,000 protein crystal structures in terms of a three parameter "pocket space": volume, buriedness, and hydrophobicity. A metric DLID (drug-like density) measures how likely a pocket is to bind a drug-like molecule. This is calculated from the count of other pockets in its local neighborhood in pocket space that contain drug-like cocrystallized ligands and the count of total pockets in the neighborhood. Surprisingly, despite being defined locally, a global trend in DLID can be predicted by a simple linear regression on log(volume), buriedness, and hydrophobicity. Two levels of simplification are necessary to relate the DLID of individual pockets to "targets": taking the best DLID per Protein Data Bank (PDB) entry (because any given crystal structure can have many pockets), and taking the median DLID over all PDB entries for the same target (because different crystal structures of the same protein can vary because of artifacts and real conformational changes). We can show that median DLIDs for targets that are detectably homologous in sequence are reasonably similar and that median DLIDs correlate with the "druggability" estimate of Cheng et al. (Nature Biotechnology 2007, 25, 71-75).


Subject(s)
Databases, Protein , Drug Discovery/methods , Pharmaceutical Preparations/chemistry , Pharmaceutical Preparations/metabolism , Proteins/chemistry , Proteins/metabolism , Animals , Cattle , Humans , Hydrophobic and Hydrophilic Interactions , Ligands , Mice , Models, Molecular , Protein Binding , Protein Conformation
17.
Bioorg Med Chem Lett ; 19(18): 5334-8, 2009 Sep 15.
Article in English | MEDLINE | ID: mdl-19683443

ABSTRACT

A series of novel isoxazole voltage gated sodium channel blockers have been synthesized and evaluated. Substitutions on the benzylic position of benzamide were investigated to determine their effect on Na(v)1.7 inhibitory potency. The spirocyclobutyl substitution had the most significant enhancement on Na(v)1.7 inhibitory activity.


Subject(s)
Isoxazoles/therapeutic use , Pain/drug therapy , Sodium Channel Blockers/therapeutic use , Sodium Channels/metabolism , Animals , Cell Line , Chronic Disease , Humans , Isoxazoles/chemistry , Isoxazoles/pharmacology , Pain/immunology , Rats , Sodium Channel Blockers/chemistry , Sodium Channel Blockers/pharmacology , Spinal Nerves/drug effects , Structure-Activity Relationship
18.
Bioorg Med Chem Lett ; 19(18): 5329-33, 2009 Sep 15.
Article in English | MEDLINE | ID: mdl-19674896

ABSTRACT

Analogs of the previously reported voltage gated sodium channel blocker CDA54 were prepared in which one of the amide functions was replaced with aromatic and non-aromatic heterocycles. Replacement of the amide with an aromatic heterocycle resulted in significant loss of sodium channel blocking activity, while non-aromatic heterocycle replacements were well tolerated.


Subject(s)
Isoxazoles/chemistry , Isoxazoles/pharmacology , Sodium Channel Blockers/chemistry , Sodium Channel Blockers/pharmacology , Animals , Isoxazoles/therapeutic use , Models, Molecular , Molecular Structure , Pain/drug therapy , Rats , Rats, Sprague-Dawley , Sodium Channel Blockers/therapeutic use , Spinal Nerves/drug effects , Structure-Activity Relationship
19.
Bioorg Med Chem Lett ; 19(6): 1564-8, 2009 Mar 15.
Article in English | MEDLINE | ID: mdl-19243937

ABSTRACT

A series of spiroindoline-3,4'-piperidine derivatives were synthesized and evaluated for their binding affinities and antagonistic activities at Y5 receptors. Potent Y5 antagonists were tested for their oral bioavailabilities and brain penetration in rats. Some of the antagonists showed good oral bioavailability and/or good brain penetration. In particular, compound 6e was orally bioavailable and brain penetrant, and oral administration of 6e inhibited bPP-induced food intake in rats with a minimum effective dose of 10mg/kg.


Subject(s)
Chemistry, Pharmaceutical/methods , Indoles/administration & dosage , Indoles/pharmacology , Receptors, Neuropeptide Y/antagonists & inhibitors , Receptors, Neuropeptide Y/chemistry , Administration, Oral , Amines/chemistry , Animals , Biological Availability , Brain/drug effects , Drug Design , Inhibitory Concentration 50 , Isocyanates/chemistry , Models, Chemical , Peptide Library , Rats , Urea/chemistry
20.
Bioorg Med Chem Lett ; 18(13): 3706-10, 2008 Jul 01.
Article in English | MEDLINE | ID: mdl-18524582

ABSTRACT

Probing with tool molecules, and by modeling and X-ray crystallography the binding modes of two structurally distinct series of DPP-4 inhibitors led to the discovery of a rare aromatic fluorine H-bond and the spatial requirement for better biaryl binding in the DPP-4 enzyme active site. These newly found binding elements were successfully incorporated into novel DPP-4 inhibitors.


Subject(s)
Dipeptidyl Peptidase 4/chemistry , Binding Sites , Chemistry, Pharmaceutical/methods , Crystallography, X-Ray/methods , Dipeptidyl-Peptidase IV Inhibitors , Drug Design , Fluorine/chemistry , Glycine/chemistry , Humans , Hydrogen Bonding , Inhibitory Concentration 50 , Models, Chemical , Models, Theoretical , Molecular Conformation , Software , beta-Alanine/chemistry
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