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1.
J Steroid Biochem Mol Biol ; 222: 106152, 2022 09.
Article in English | MEDLINE | ID: mdl-35810932

ABSTRACT

Estrogen receptors (ERs) are ligand-activated transcription factors, with two subtypes ERα and ERß. The endogenous ligand of ERs is the common 17ß-estradiol, and the ligand-binding pocket of ERα and ERß is very similar. Nevertheless, some ERß-selective agonist ligands have been reported. DPN (diarylpropionitrile) is a widely used ERß-selective agonist; however, the structure of the ERß-DPN complex has not been solved. Therefore, the bound-state conformation of DPN and its enantioselectivity remain unresolved. In this report, we present the structures of the complexes of ERß with DPN or its derivatives that include a chlorine atom by the X-ray crystallography. Additionally, we measured the binding affinity between ERß and DPN or derivatives by isothermal titration calorimetry (ITC) and estimated the binding affinity by fragment molecular orbital (FMO) calculations. We also examined the correlation between the ITC data and results from the FMO calculations. FMO calculations showed that S-DPN interacts strongly with three amino acids (Glu305, Phe356, and His475) of ERß, and ITC measurements confirmed that the chlorine atom of the DPN derivatives enhances binding affinity. The enthalpy change by ITC correlated strongly with the interaction energy (total IFIEs; inter-fragment interaction energies) calculated by FMO (R = 0.870). We propose that FMO calculations are a valuable approach for enhancing enthalpy contributions in drug design, and its scope of applications includes halogen atoms such as chlorine. This study is the first quantitative comparison of thermodynamic parameters obtained from ITC measurements and FMO calculations, providing new insights for future precise drug design.


Subject(s)
Estrogen Receptor alpha , Estrogen Receptor beta , Calorimetry , Chlorine , Estradiol , Estrogen Receptor alpha/metabolism , Estrogen Receptor beta/metabolism , Ligands , Nitriles , Propionates
2.
J Chem Inf Model ; 61(2): 777-794, 2021 02 22.
Article in English | MEDLINE | ID: mdl-33511845

ABSTRACT

We developed the world's first web-based public database for the storage, management, and sharing of fragment molecular orbital (FMO) calculation data sets describing the complex interactions between biomacromolecules, named FMO Database (https://drugdesign.riken.jp/FMODB/). Each entry in the database contains relevant background information on how the data was compiled as well as the total energy of each molecular system and interfragment interaction energy (IFIE) and pair interaction energy decomposition analysis (PIEDA) values. Currently, the database contains more than 13 600 FMO calculation data sets, and a comprehensive search function implemented at the front-end. The procedure for selecting target proteins, preprocessing the experimental structures, construction of the database, and details of the database front-end were described. Then, we demonstrated a use of the FMODB by comparing IFIE value distributions of hydrogen bond, ion-pair, and XH/π interactions obtained by FMO method to those by molecular mechanics approach. From the comparison, the statistical analysis of the data provided standard reference values for the three types of interactions that will be useful for determining whether each interaction in a given system is relatively strong or weak compared to the interactions contained within the data in the FMODB. In the final part, we demonstrate the use of the database to examine the contribution of halogen atoms to the binding affinity between human cathepsin L and its inhibitors. We found that the electrostatic term derived by PIEDA greatly correlated with the binding affinities of the halogen containing cathepsin L inhibitors, indicating the importance of QM calculation for quantitative analysis of halogen interactions. Thus, the FMO calculation data in FMODB will be useful for conducting statistical analyses to drug discovery, for conducting molecular recognition studies in structural biology, and for other studies involving quantum mechanics-based interactions.


Subject(s)
Drug Discovery , Quantum Theory , Humans , Molecular Dynamics Simulation , Proteins , Static Electricity
3.
Bioorg Med Chem Lett ; 30(1): 126775, 2020 01 01.
Article in English | MEDLINE | ID: mdl-31699609

ABSTRACT

The production of TrkA-selective inhibitors is considerably difficult because the kinase domains of TrkA and its isoforms TrkB/C have highly homologous amino acid sequences. Here we describe the structural basis for the acquisition of selectivity for a isoform-selective TrkA inhibitor, namely compound V1. The X-ray structure revealed that V1 acts as a molecular glue to stabilize the symmetrical dimer of the TrkA kinase domains. V1 binds to the ATP-binding site and simultaneously engages in the dimeric interface of TrkA. The region of the dimeric interface in TrkA is not conserved in TrkB/C; thus, dimer formation may be a novel mechanism for the production of selective TrkA inhibitors. The biochemical and biophysical assay results confirmed that V1 selectively inhibited TrkA and induced the dimer formation of TrkA, but not TrkB. The binding pocket at the TrkA dimer interface can be used for the production of new isoform-selective TrkA inhibitors.


Subject(s)
Protein Isoforms/metabolism , Receptor, trkA/metabolism , Amino Acid Sequence , Humans , Models, Molecular
4.
ACS Med Chem Lett ; 8(6): 660-665, 2017 Jun 08.
Article in English | MEDLINE | ID: mdl-28626529

ABSTRACT

Photoaffinity labeling (PAL) is widely used for the identification of ligand-binding proteins and elucidation of ligand-binding sites. PAL has also been employed for the characterization of G protein-coupled receptors (GPCRs); however, a limited number of reports has successfully identified their cross-linked amino acids. This report is the first of its kind to determine the cross-link position of the human A2A adenosine receptor by PAL with the novel diazirine-based photoaffinity probe 9.

5.
J Mol Graph Model ; 75: 117-124, 2017 08.
Article in English | MEDLINE | ID: mdl-28551501

ABSTRACT

The streptavidin-biotin complex has an extraordinarily high affinity (Ka: 1015mol-1) and contains one of the strongest non-covalent interactions known. This strong interaction is widely used in biological tools, including for affinity tags, detection, and immobilization of proteins. Although hydrogen bond networks and hydrophobic interactions have been proposed to explain this high affinity, the reasons for it remain poorly understood. Inspired by the deceased affinity of biotin observed for point mutations of streptavidin at tryptophan residues, we hypothesized that a CH/π interaction may also contribute to the strong interaction between streptavidin and biotin. CH/π interactions were explored and analyzed at the biotin-binding site and at the interface of the subunits by the fragment molecular orbital method (FMO) and extended applications: PIEDA and FMO4. The results show that CH/π interactions are involved in the high affinity for biotin at the binding site of streptavidin. We further suggest that the involvement of CH/π interactions at the subunit interfaces and an extended CH/π network play more critical roles in determining the high affinity, rather than involvement at the binding site.


Subject(s)
Biotin/chemistry , Biotin/metabolism , Streptavidin/chemistry , Streptavidin/metabolism , Amino Acids/chemistry , Binding Sites , Models, Molecular , Mutant Proteins/chemistry , Protein Subunits/chemistry , Thermodynamics
6.
J Mol Graph Model ; 74: 73-82, 2017 06.
Article in English | MEDLINE | ID: mdl-28365532

ABSTRACT

The molecular interactions of inhibitors of bromodomains (BRDs) were investigated. BRDs are protein interaction modules that recognizing ε-N-acetyl-lysine (εAc-Lys) motifs found in histone tails and are promising protein-protein interaction (PPI) targets. First, we analyzed a peptide ligand containing εAc-Lys to evaluate native PPIs. We then analyzed tetrahydroquinazoline-6-yl-benzensulfonamide derivatives found by fragment-based drug design (FBDD) and examined their interactions with the protein compared with the peptide ligand in terms of the inter-fragment interaction energy. In addition, we analyzed benzodiazepine derivatives that are high-affinity ligands for BRDs and examined differences in the CH/π interactions of the amino acid residues. We further surveyed changes in the charges of the amino acid residues among individual ligands, performed pair interaction energy decomposition analysis and estimated the water profile within the ligand binding site. Thus, useful insights for drug design were provided. Through these analyses and considerations, we show that the FMO method is a useful drug design tool to evaluate the process of FBDD and to explore PPI inhibitors.


Subject(s)
Nuclear Proteins/antagonists & inhibitors , Quinazolines/chemistry , Transcription Factors/antagonists & inhibitors , Binding Sites , Cell Cycle Proteins , Computer Simulation , Humans , Hydrogen Bonding , Ligands , Models, Molecular , Nuclear Proteins/chemistry , Protein Binding , Protein Conformation, alpha-Helical , Quantum Theory , Thermodynamics , Transcription Factors/chemistry
7.
Bioorg Med Chem Lett ; 27(5): 1233-1236, 2017 03 01.
Article in English | MEDLINE | ID: mdl-28159414

ABSTRACT

Although numerous crystal structures for protein kinases have been reported, many include only the kinase domain but not the juxtamembrane (JM) region, a critical activity-controlling segment of receptor tyrosine kinases (RTKs). In this study, we determined the X-ray crystal structure of the tropomyosin receptor kinase (Trk) A selective inhibitor A1 complexed with the TrkA kinase domain and the JM region. This structure revealed that the unique inhibitor-binding pocket created by a novel JM configuration yields significant potency and high selectivity against TrkB and TrkC. Moreover, we validated the importance of the JM region for the potency of A1 using in vitro assays. The introduction of moieties that interact with the JM region will be one of the most effective strategies for producing highly selective RTK inhibitors.


Subject(s)
Membrane Proteins/chemistry , Models, Molecular , Protein Kinase Inhibitors/chemistry , Receptor, trkA/antagonists & inhibitors , Receptor, trkA/chemistry , Binding Sites , Biological Assay , Cell Membrane/enzymology , Crystallography, X-Ray , Enzyme Activation/drug effects , Hydrogen Bonding , Inhibitory Concentration 50 , Membrane Proteins/metabolism , Molecular Structure , Protein Kinase Inhibitors/pharmacology , Protein Structure, Tertiary , Receptor, trkA/metabolism
8.
Bioorg Med Chem ; 25(2): 727-742, 2017 01 15.
Article in English | MEDLINE | ID: mdl-27964995

ABSTRACT

Transient receptor potential melastatin 8 (TRPM8) is activated by innocuous cold and chemical substances, and antagonists of this channel have been considered to be effective for pain and urinary diseases. N-(3-aminopropyl)-2-{[(3-methylphenyl)methyl]oxy}-N-(2-thienylmethyl)benzamide hydrochloride (AMTB), a TRPM8 antagonist, was proposed to be effective for overactive bladder and painful bladder syndrome; however, there is a potential risk of low blood pressure. We report herein the synthesis and structure-activity relationships of novel phenylglycine derivatives that led to the identification of KPR-2579 (20l), a TRPM8 selective antagonist. KPR-2579 reduced the number of icilin-induced wet-dog shakes and rhythmic bladder contraction in rats, with no negative cardiovascular effects at the effective dose.


Subject(s)
Glycine/analogs & derivatives , TRPM Cation Channels/antagonists & inhibitors , Dose-Response Relationship, Drug , Glycine/chemical synthesis , Glycine/chemistry , Glycine/pharmacology , Humans , Molecular Structure , Structure-Activity Relationship , TRPM Cation Channels/metabolism
9.
Carbohydr Res ; 417: 72-7, 2015 Nov 19.
Article in English | MEDLINE | ID: mdl-26432610

ABSTRACT

The crystal structure of cellulose III(I)was analyzed using first-principles density functional theory (DFT). The geometry was optimized using variable-cell relaxation, as implemented in Quantum ESPRESSO. The Perdew-Burke-Ernzerhof (PBE) functional with a correction term for long-range van der Waals interactions (PBE-D) reproduced the experimental structure well. By using the optimized crystal structure, the interactions existed among the cellulose chains in the crystal were precisely investigated using the NBO analysis. The results showed that the weak bonding nature of CH/O and the hydrogen bonding occur among glucose molecules in the optimized crystal structure. To investigate the strength of interaction, dimeric and trimeric glucose units were extracted from the crystal, and analyzed using MP2 ab initio counterpoise methods with BSSE correction. The results estimated the strength of the interactions. That is, the packed chains along with a-axis interacts with weak bonding nature of CH/O and dispersion interactions by -7.50 kcal/mol, and two hydrogen bonds of O2HO2…O6 and O6HO6…O2 connect the neighboring packed chains with -11.9 kcal/mol. Moreover, FMO4 calculation was also applied to the optimized crystal structure to estimate the strength of the interactions. These methods can well estimate the interactions existed in the crystal structure of cellulose III(I).


Subject(s)
Cellulose/chemistry , Glucose/chemistry , Models, Molecular , Crystallography, X-Ray , Hydrogen Bonding , Quantum Theory , Thermodynamics
10.
Bioorg Med Chem ; 21(3): 592-607, 2013 Feb 01.
Article in English | MEDLINE | ID: mdl-23276448

ABSTRACT

Highly TRß selective thyromimetics have several potential therapeutic applications. Based on the novel indane derivative KTA-439 with high receptor (TRß) and organ (liver) selectivity, a series of thyroid hormone analogues were prepared, in which the isopropyl at the 3'-position was replaced with alkyl and aralkyl moieties of variable lengths and branches. Binding assays for these human TRs and reporter cell assays showed that 2-arylethyl derivatives had higher TRß selectivity than KTA-439. KTA-574, a representative 2-arylethyl derivative, had TRß specificity in a binding assay and exhibited full agonism in a reporter cell assay.


Subject(s)
Drug Design , Malonates/pharmacology , Thyroid Hormone Receptors beta/agonists , Dose-Response Relationship, Drug , Humans , Malonates/chemical synthesis , Malonates/chemistry , Models, Molecular , Molecular Structure , Structure-Activity Relationship
11.
Bioorg Med Chem ; 20(22): 6598-612, 2012 Nov 15.
Article in English | MEDLINE | ID: mdl-23062824

ABSTRACT

Sodium glucose co-transporter 1 (SGLT1) plays a dominant role in the absorption of glucose in the gut and is considered a promising target in the development of treatments for postprandial hyperglycemia. A series of 4-benzyl-1H-pyrazol-3-yl ß-d-glucopyranoside derivatives have been synthesized, and its inhibitory activity toward SGLTs has been evaluated. By altering the substitution groups at the 5-position of the pyrazole ring, and every position of the phenyl ring, we studied the structure-activity relationship (SAR) profiles and identified a series of potent and selective SGLT1 inhibitors. Representative derivatives showed a dose-dependent suppressing effect on the escalation of blood glucose levels in oral mixed carbohydrate tolerance tests (OCTT) in streptozotocin-nicotinamide-induced diabetic rats (NA-STZ rats).


Subject(s)
Glucosides/chemistry , Hypoglycemic Agents/chemical synthesis , Sodium-Glucose Transporter 1/antagonists & inhibitors , Animals , Blood Glucose/analysis , Crystallography, X-Ray , Diabetes Mellitus, Experimental/drug therapy , Glucosides/chemical synthesis , Glucosides/therapeutic use , Humans , Hyperglycemia/drug therapy , Hypoglycemic Agents/chemistry , Hypoglycemic Agents/therapeutic use , Molecular Conformation , Rats , Sodium-Glucose Transporter 1/metabolism , Sodium-Glucose Transporter 2/metabolism , Sodium-Glucose Transporter 2 Inhibitors , Structure-Activity Relationship
12.
Bioorg Med Chem ; 20(11): 3622-34, 2012 Jun 01.
Article in English | MEDLINE | ID: mdl-22542282

ABSTRACT

Thyromimetics that specifically target TRß have been shown to reduce plasma cholesterol levels and avoid atherosclerosis through the promotion of reverse cholesterol transport in an animal model. We designed novel thyromimetics with high receptor (TRß) and organ (liver) selectivity based on the structure of eprotirome (3) and molecular modeling. We found that indane derivatives are potent and dual-selective thyromimetics expected to avoid hypothyroidism in some tissues as well as heart toxicity. KTA-439 (29), a representative indane derivative, showed the same high human TRß selectivity in a binding assay as 3 and higher liver selectivity than 3 in a cholesterol-fed rat model.


Subject(s)
Dyslipidemias/metabolism , Indans/chemistry , Liver/metabolism , Molecular Mimicry , Thyroid Hormone Receptors beta/agonists , Animals , Arginine/chemistry , Cholesterol/administration & dosage , Cholesterol/metabolism , Disease Models, Animal , Drug Design , Drug Evaluation, Preclinical , Dyslipidemias/drug therapy , Humans , Ligands , Liver/drug effects , Male , Malonates/chemical synthesis , Malonates/chemistry , Models, Molecular , Molecular Structure , Rats , Rats, Wistar , Small Molecule Libraries , Structure-Activity Relationship , Thyroid Hormone Receptors beta/metabolism
13.
Bioorg Med Chem ; 19(17): 5231-7, 2011 Sep 01.
Article in English | MEDLINE | ID: mdl-21820903

ABSTRACT

We examined CH/π hydrogen bonds using an ab initio fragment molecular orbital (FMO) method, combined with the CHPI program, to evaluate complexes of active (bound with agonist 1) and inactive (bound with inverse agonist 2) ß2 adrenergic receptor (ß(2)AR) states. In both states, we found that CH/π hydrogen bonds were present. Subtle changes in the binding pocket between the active and inactive states of ß(2)AR were observed. Comparison of the CH/π networks in both states suggests that the networks differ at the ß(2)AR core. Recombination of the CH/π hydrogen bonds occurred during conversion between the two states. We suggest that CH/π hydrogen bonds play a key role in ligand recognition and conversion between the active and inactive states.


Subject(s)
Ligands , Receptors, Adrenergic, beta-2/chemistry , Adrenergic beta-2 Receptor Agonists/chemistry , Drug Inverse Agonism , Hydrogen Bonding , Molecular Conformation , Propanolamines/chemistry , Protein Binding , Quantum Theory , Receptors, Adrenergic, beta-2/metabolism
14.
J Comput Chem ; 32(13): 2774-82, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21710635

ABSTRACT

We examined CH/π hydrogen bonds in protein/ligand complexes involving at least one proline residue using the ab initio fragment molecular orbital (FMO) method and the program CHPI. FMO calculations were carried out at the Hartree-Fock (HF)/6-31G*, HF/6-31G**, second-order Møller-Plesset perturbation (MP2)/6-31G*, and MP2/6-31G** levels for three Src homology 3 (SH3) domains and five proline-recognition domains (PRDs) complexed with their corresponding ligand peptides. PRDs use a conserved set of aromatic residues to recognize proline-rich sequences of specific ligands. Many CH/π hydrogen bonds were identified in these complexes. CH/π hydrogen bonds occurred, in particular, in the central part of the proline-rich motifs. Our results suggest that CH/π hydrogen bonds are important in the recognition of SH3 and PRDs by their ligand peptides and play a vital role in the signal transduction system. Combined use of the FMO method and CHPI analysis is a valuable tool for the study of protein/protein and protein/ligand interactions and may be useful in rational drug design.


Subject(s)
Proline/metabolism , Proteins/metabolism , Amino Acid Motifs , Binding Sites , Databases, Protein , Hydrogen Bonding , Ligands , Models, Molecular , Peptides/chemistry , Peptides/metabolism , Proline/chemistry , Protein Binding , Protein Structure, Tertiary , Proteins/chemistry , src Homology Domains
15.
Bioorg Med Chem ; 16(24): 10311-8, 2008 Dec 15.
Article in English | MEDLINE | ID: mdl-18977146

ABSTRACT

The interaction energy was calculated, by the ab initio FMO method, for complexes between LCK protein and four inhibitors (staurosporine, BMS compound 2, and our compounds 3 and 4). In every case a number of CH/pi hydrogen bonds have been disclosed in the so-called adenine pocket. In complexes of 2, 3, and 4, CH/pi and NH/pi hydrogen bonds have been observed in another pocket. In view of the above results, the aniline ring of 3 was replaced by 2,6-dimethyl aniline to increase the potency for LCK kinase. A 10-fold increase in the potency has been achieved for 4 over 3. We suggest that the concept of weak hydrogen bonds is useful in the rational design of drugs.


Subject(s)
Drug Design , Lymphocyte Specific Protein Tyrosine Kinase p56(lck)/chemistry , Protein Kinase Inhibitors/chemistry , Electrons , Hydrogen Bonding , Models, Molecular , Molecular Structure , Protein Conformation , Protein Structure, Tertiary , Structure-Activity Relationship , Thermodynamics
16.
Bioorg Med Chem Lett ; 18(16): 4682-7, 2008 Aug 15.
Article in English | MEDLINE | ID: mdl-18667303

ABSTRACT

A series of novel and potent 3-amidinophenylsulfonamide derivatives of factor Xa inhibitors were designed and synthesized using an amidoxime prodrug strategy. We focused on systemic clearance of parent compounds in rats, and performed in vivo pharmacokinetic screening. Incorporation of a carboxymethoxy group markedly improved systemic clearance (compound 43), and the related amidoxime 44 showed sufficient prodrug conversion. Compound 45, the double prodrug of 43, exhibited practicable bioavailability after oral administration in rats. Among the various compounds under investigation, KFA-1982 was selected for clinical development.


Subject(s)
Amidines/chemical synthesis , Enzyme Inhibitors/administration & dosage , Enzyme Inhibitors/pharmacology , Factor Xa Inhibitors , Sulfonamides/chemical synthesis , Sulfonamides/pharmacology , Administration, Oral , Amidines/pharmacology , Animals , Biological Availability , Chemistry, Pharmaceutical/methods , Drug Design , Humans , Mice , Models, Chemical , Molecular Structure , Oximes/chemistry , Prodrugs/chemistry , Trypsin/chemistry
17.
J Comput Chem ; 29(16): 2656-66, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18484636

ABSTRACT

The CH/pi hydrogen bond is a weak molecular force occurring between CH groups (soft acids) and pi-systems (soft bases), and has been recognized to be important in the interaction of proteins with their specific ligands. For instance, it is well known that Src homology-2 protein (SH2) recognizes its specific pTyr peptide in two key regions, pTyr-binding region and specificity-determining region, by the use of attractive molecular forces, including the CH/pi hydrogen bond. We hypothesized that the CH/pi hydrogen bond plays a key role in determining the selectivity of SH2 proteins, and studied this issue by the ab initio fragment molecular orbital (FMO) method. The FMO calculations were carried out, at the HF/6-31G* and MP2/6-31G* level, for SH2 domains of Src, Grb2, P85alpha(N), Syk, and SAP, in complex with corresponding pTyr peptides. CH/pi hydrogen bonds have in fact been found to be important in stabilizing the structure of the complexes. We conclude that the CH/pi hydrogen bond plays an indispensable role in the recognition of SH2 domains with their specific pTyr peptides, thus playing a vital role in the signal transduction system.


Subject(s)
Models, Molecular , Peptides/chemistry , Phosphotyrosine/chemistry , src Homology Domains , Electrons , Protein Binding
18.
Bioorg Med Chem ; 16(2): 909-21, 2008 Jan 15.
Article in English | MEDLINE | ID: mdl-17997320

ABSTRACT

To improve the in vitro potency of the c-Src inhibitor 1a and to address its hERG liability, a structure-activity study was carried out, focusing on two regions of the lead compound. The blockade of the delayed cardiac current rectifier K(+) (I(Kr)) channel was overcome by replacing the ethylenediamino group with an amino alcohol group at the 7-position. In addition, modifying the substituents at the 5-position and the side chain groups on the amino alcohols at the 7-position enhanced the intracellular c-Src inhibitory activity and increased central nervous system (CNS) penetration. In the present study, 6l exhibited significant in vivo efficacy in a middle cerebral artery (MCA) occlusion model in rats.


Subject(s)
Potassium Channel Blockers/pharmacology , Pyrazoles , Pyrimidines , src-Family Kinases/antagonists & inhibitors , Animals , Combinatorial Chemistry Techniques , Middle Cerebral Artery/drug effects , Models, Molecular , Molecular Conformation , Molecular Structure , Pyrazoles/chemical synthesis , Pyrazoles/chemistry , Pyrazoles/pharmacology , Pyrimidines/chemical synthesis , Pyrimidines/chemistry , Pyrimidines/pharmacology , Rats
19.
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