43 results on '"Yuno Lee"'
Search Results
2. Structural and Functional Study of the Klebsiella pneumoniae VapBC Toxin–Antitoxin System, Including the Development of an Inhibitor That Activates VapC
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Chenglong Jin, Sung-Min Kang, Yuno Lee, Bong-Jin Lee, and Do-Hee Kim
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0303 health sciences ,biology ,Klebsiella pneumoniae ,Toxin ,Chemistry ,VAPB ,biology.organism_classification ,medicine.disease_cause ,Toxin-antitoxin system ,Antimicrobial ,01 natural sciences ,0104 chemical sciences ,Microbiology ,010404 medicinal & biomolecular chemistry ,03 medical and health sciences ,Drug Discovery ,medicine ,vapBC ,Molecular Medicine ,Antitoxin ,Peptide sequence ,030304 developmental biology - Abstract
Klebsiella pneumoniae is one of the most critical opportunistic pathogens. TA systems are promising drug targets because they are related to the survival of bacterial pathogens. However, structural information on TA systems in K. pneumoniae remains lacking; therefore, it is necessary to explore this information for the development of antibacterial agents. Here, we present the first crystal structure of the VapBC complex from K. pneumoniae at a resolution of 2.00 A. We determined the toxin inhibitory mechanism of the VapB antitoxin through an Mg2+ switch, in which Mg2+ is displaced by R79 of VapB. This inhibitory mechanism of the active site is a novel finding and the first to be identified in a bacterial TA system. Furthermore, inhibitors, including peptides and small molecules, that activate the VapC toxin were discovered and investigated. These inhibitors can act as antimicrobial agents by disrupting the VapBC complex and activating VapC. Our comprehensive investigation of the K. pneumoniae VapBC system will help elucidate an unsolved conundrum in VapBC systems and develop potential antimicrobial agents.
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- 2020
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3. Allosteric Inhibition of the Tumor-Promoting Interaction Between Exon 2-Depleted Splice Variant of Aminoacyl-Transfer RNA Synthetase-Interacting Multifunctional Protein 2 and Heat Shock Protein 70
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Semi Lim, Young-Ger Suh, Chul Min Park, Seungbeom Lee, Sunghoon Kim, Kyeong Lee, Sunkyung Lee, Yuno Lee, Dae Gyu Kim, Srigouri Huddar, Jiwon Kong, and Minkyoung Kim
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Conformational change ,Cell Survival ,Allosteric regulation ,Mice, Nude ,Antineoplastic Agents ,CHO Cells ,medicine.disease_cause ,Protein–protein interaction ,Exon ,Mice ,Cricetulus ,Allosteric Regulation ,Cricetinae ,medicine ,Animals ,Humans ,Protein Isoforms ,HSP70 Heat-Shock Proteins ,Pharmacology ,Mutation ,Mice, Inbred BALB C ,Dose-Response Relationship, Drug ,Chemistry ,Alternative splicing ,RNA ,Nuclear Proteins ,Exons ,Xenograft Model Antitumor Assays ,Hsp70 ,Cell biology ,Protein Structure, Tertiary ,HEK293 Cells ,A549 Cells ,Molecular Medicine ,Female ,Protein Binding - Abstract
Although protein-protein interactions (PPIs) have emerged as an attractive therapeutic target space, the identification of chemicals that effectively inhibit PPIs remains challenging. Here, we identified through library screening a chemical probe (compound 1) that can inhibit the tumor-promoting interaction between the oncogenic factor exon 2–depleted splice variant of aminoacyl–transfer RNA synthetase-interacting multifunctional protein 2 (AIMP2-DX2) and heat shock protein 70 (HSP70). We found that compound 1 binds to the N-terminal subdomain of glutathione S-transferase (GST-N) of AIMP2-DX2, causing a direct steric clash with HSP70 and an intramolecular interaction between the N-terminal flexible region and the GST-N of AIMP2-DX2, which induces masking of the HSP70 binding region during molecular dynamics and mutation studies. Compound 1 thus interferes with the AIMP2-DX2 and HSP70 interaction and suppresses the growth of cancer cells that express high levels of AIMP2-DX2 in vitro and in preliminary in vivo experiment. This work provides an example showing that allosteric conformational changes induced by chemicals can be a way to control pathologic PPIs. SIGNIFICANCE STATEMENT Compound 1 is a promising protein-protein interaction inhibitor between AIMP2-DX2 and HSP70 for cancer therapy by the mechanism with allosteric modulation as well as competitive binding. It seems to induce allosteric conformational change of AIMP2-DX2 proteins and direct binding clash between AIMP2-DX2 and HSP70. The compound reduced the level of AIMP2-DX2 in ubiquitin-dependent manner via suppression of binding between AIMP2-DX2 and HSP70 and suppressed the growth of cancer cells highly expressing AIMP2-DX2 in vitro and in preliminary in vivo experiment.
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- 2021
4. In silico screening of GABA aminotransferase inhibitors from the constituents of Valeriana officinalis by molecular docking and molecular dynamics simulation study
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Wanjoo Chun, Jin-Young Park, Yuno Lee, Yong Soo Kwon, and Hee Jae Lee
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Valerian ,Valeriana officinalis ,In silico ,Molecular Conformation ,Molecular Dynamics Simulation ,010402 general chemistry ,Ligands ,01 natural sciences ,Catalysis ,Vigabatrin ,Inorganic Chemistry ,Structure-Activity Relationship ,Catalytic Domain ,0103 physical sciences ,medicine ,Homology modeling ,Amino Acid Sequence ,Physical and Theoretical Chemistry ,Enzyme Inhibitors ,Valproic Acid ,Binding Sites ,010304 chemical physics ,biology ,Molecular Structure ,Chemistry ,Plant Extracts ,Organic Chemistry ,biology.organism_classification ,Molecular medicine ,0104 chemical sciences ,Computer Science Applications ,Molecular Docking Simulation ,nervous system ,Computational Theory and Mathematics ,Biochemistry ,4-Aminobutyrate Transaminase ,Valeriana ,medicine.drug ,Protein Binding - Abstract
Modulation of γ-aminobutyric acid (GABA) levels has been required in various disorders. GABA itself cannot be directly introduced into central nervous system (CNS) because of the blood brain barrier; inhibition of GABA aminotransferase (GABA-AT), which degrades GABA in CNS, has been the target for the modulation of GABA levels in CNS. Given that root extract of valerian (Valeriana officinalis) has been used for millennia as anti-anxiolytic and sedative, in silico approach was carried out to investigate valerian compounds exhibiting GABA-AT inhibiting activity. The 3D structure of human GABA-AT was created from pig crystal structure via homology modeling. Inhibition of GABA-AT by 18 valerian compounds was analyzed using molecular docking and molecular dynamics simulations and compared with known GABA-AT inhibitors such as vigabatrin and valproic acid. Isovaleric acid and didrovaltrate exhibited GABA-AT inhibiting activity in computational analysis, albeit less potent compared with vigabatrin. However, multiple compounds with low activity may have additive effects when the total extract of valeriana root was used in traditional usage. In addition, isovaleric acid shares similar backbone structure to GABA, suggesting that isovaleric acid might be a valuable starting structure for the development of more efficient GABA-AT inhibitors for disorders related with low level of GABA in the CNS.
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- 2020
5. Identification of Novel Human HDAC8 Inhibitors by Pharmacophore-based Virtual Screening and Density Functional Theory Approaches
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Songmi Kim, Phil Kyeong Heo, Keun Woo Lee, Seokmin Kim, Siu Kim, Yuno Lee, Sang Jik Lee, and Yong Jung Kwon
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0301 basic medicine ,Virtual screening ,Chemistry ,HDAC8 ,General Chemistry ,Computational biology ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,030220 oncology & carcinogenesis ,Density functional theory ,Identification (biology) ,Histone deacetylase ,Pharmacophore - Published
- 2018
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6. Identification and Characterization of NTB451 as a Potential Inhibitor of Necroptosis
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Eun-Jung In, Jun-Hyuk Han, Tae-Bong Kang, Kwang-Ho Lee, Tae-Yeon Kim, Sushruta Koppula, and Yuno Lee
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0301 basic medicine ,Models, Molecular ,Programmed cell death ,Small interfering RNA ,RIPK1 ,Protein Conformation ,Necroptosis ,Pharmaceutical Science ,necroptosis ,Apoptosis ,Article ,Analytical Chemistry ,lcsh:QD241-441 ,03 medical and health sciences ,Necrosis ,Structure-Activity Relationship ,0302 clinical medicine ,lcsh:Organic chemistry ,Drug Discovery ,Humans ,Physical and Theoretical Chemistry ,Phosphorylation ,Protein kinase A ,Receptor ,Protein Kinase Inhibitors ,Dose-Response Relationship, Drug ,Molecular Structure ,Chemistry ,Tumor Necrosis Factor-alpha ,Organic Chemistry ,Imidazoles ,NF-kappa B ,Cell biology ,Toll-Like Receptor 3 ,inhibitor ,030104 developmental biology ,NTB451 ,Chemistry (miscellaneous) ,030220 oncology & carcinogenesis ,Receptor-Interacting Protein Serine-Threonine Kinases ,Molecular Medicine ,Tumor necrosis factor alpha ,Signal Transduction - Abstract
Necroptosis, or caspase-independent programmed cell death, is known to be involved in various pathological conditions, such as ischemia/reperfusion injury, myocardial infarction, atherosclerosis, and inflammatory bowel diseases. Although several inhibitors of necroptosis have been identified, none of them are currently in clinical use. In the present study, we identified a new compound, 4-({[5-(4-aminophenyl)-4-ethyl-4H-1,2,4-triazol-3-yl]sulfanyl}methyl)-N-(1,3-thiazol-2-yl) benzamide (NTB451), with significant inhibitory activity on the necroptosis induced by various triggers, such as tumor necrosis factor-&alpha, (TNF-&alpha, ) and toll-like receptor (TLR) agonists. Mechanistic studies revealed that NTB451 inhibited phosphorylation and oligomerization of mixed lineage kinase domain like (MLKL), and this activity was linked to its inhibitory effect on the formation of the receptor interacting serine/threonine-protein kinase 1 (RIPK1)-RIPK3 complex. Small interfering RNA (siRNA)-mediated RIPK1 knockdown, drug affinity responsive target stability assay, and molecular dynamics (MD) simulation study illustrated that RIPK1 is a specific target of NTB451. Moreover, MD simulation showed a direct interaction of NTB451 and RIPK1. Further experiments to ensure that the inhibitory effect of NTB451 was restricted to necroptosis and NTB451 had no effect on nuclear factor-&kappa, B (NF-&kappa, B) activation or apoptotic cell death upon triggering with TNF-&alpha, were also performed. Considering the data obtained, our study confirmed the potential of NTB451 as a new necroptosis inhibitor, suggesting its therapeutic implications for pathological conditions induced by necroptotic cell death.
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- 2018
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7. Oligomer Formation Propensities of Dimeric Bundle Peptides Correlate with Cell Penetration Abilities
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Jaehoon Yu, Yuno Lee, Sun Mi Jin, Jane Cho, Key-Sun Kim, Yan Lee, Changbong Hyeon, Soonsil Hyun, and Jeemin Park
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0301 basic medicine ,chemistry.chemical_classification ,Chemistry ,General Chemical Engineering ,Size-exclusion chromatography ,Cell ,Nanoparticle ,Peptide ,02 engineering and technology ,General Chemistry ,021001 nanoscience & nanotechnology ,Oligomer ,Turn (biochemistry) ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,medicine.anatomical_structure ,Dynamic light scattering ,Amphiphile ,medicine ,Biophysics ,0210 nano-technology ,QD1-999 ,Research Article - Abstract
LK-3, an amphipathic dimeric peptide linked by two disulfide bonds, and related isomeric bundles were synthesized, and their cell penetrating abilities were investigated. The measurements using size exclusion chromatography and dynamic light scattering show that LK-3 and its isomers form cell penetrating oligomers. Calculations, performed for various types of peptide isomers, elucidate a strong correlation between the amphipathic character of dimers and cell penetration ability. The results suggest that the amphipathicities of LK-3 and related bundle dimers are responsible for their oligomerization propensities which in turn determine their cell penetrating abilities. The observations made in this study provide detailed information about the mechanism of cell uptake of LK-3 and suggest a plausible insight of the early stage of nanoparticle formation of the cell penetrating amphipathic peptides., LK-3, an amphipathic dimeric peptide, shows good cell penetrating ability. Calculations show that the amphipathicity of LK-3 is responsible for its oligomerization and the cell penetrating abilities.
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- 2018
8. An additional cysteine in a typical 2‐Cys peroxiredoxin of Pseudomonas promotes functional switching between peroxidase and molecular chaperone
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Hyun Suk Jung, Byung Chull An, Byung Yeoup Chung, Keun Woo Lee, Yuno Lee, Jin Young Kim, Seung Sik Lee, Sang Yeol Lee, and Bhumi Nath Tripathi
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Molecular Sequence Data ,Biophysics ,Chaperone ,Biochemistry ,Protein Structure, Secondary ,Conserved sequence ,Species Specificity ,Structural Biology ,Pseudomonas ,Genetics ,Amino Acid Sequence ,Cysteine ,Disulfides ,Protein Structure, Quaternary ,Molecular Biology ,Peptide sequence ,Conserved Sequence ,Peroxidase ,Alanine ,chemistry.chemical_classification ,biology ,Pseudomonas putida ,Peroxiredoxin ,food and beverages ,Peroxiredoxins ,Cell Biology ,Amino acid ,Molecular Weight ,chemistry ,Chaperone (protein) ,Pseudomonas aeruginosa ,biology.protein ,Protein Multimerization ,Hydrophobic and Hydrophilic Interactions ,Molecular Chaperones - Abstract
Peroxiredoxins (Prx) have received considerable attention during recent years. This study demonstrates that two typical Pseudomonas-derived 2-Cys Prx proteins, PpPrx and PaPrx can alternatively function as a peroxidase and chaperone. The amino acid sequences of these two Prx proteins exhibit 93% homology, but PpPrx possesses an additional cysteine residue, Cys112, instead of the alanine found in PaPrx. PpPrx predominates with a high molecular weight (HMW) complex and chaperone activity, whereas PaPrx has mainly low molecular weight (LMW) structures and peroxidase activity. Mass spectrometry and structural analyses showed the involvement of Cys112 in the formation of an inter-disulfide bond, the instability of LMW structures, the formation of HMW complexes, and increased hydrophobicity leading to functional switching of Prx proteins between peroxidase and chaperone.
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- 2015
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9. Stress‐driven structural and functional switching of Ypt1p from a GTPase to a molecular chaperone mediates thermo tolerance inSaccharomyces cerevisiae
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Ho Byoung Chae, Joung Hun Park, Sang Yeol Lee, Dae-Jin Yun, Hyun Suk Jung, Woe Yeon Kim, Yuno Lee, Chang Ho Kang, Sun Yong Lee, Young Jun Jung, Yong Hun Chi, and Mi Rim Shin
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Saccharomyces cerevisiae Proteins ,biology ,Chemistry ,Endoplasmic reticulum ,Saccharomyces cerevisiae ,food and beverages ,Guanosine ,GTPase ,biology.organism_classification ,Biochemistry ,Yeast ,Cell biology ,chemistry.chemical_compound ,rab GTP-Binding Proteins ,Genetics ,Extracellular ,Small GTPase ,Protein Multimerization ,Signal transduction ,Protein Structure, Quaternary ,Molecular Biology ,Heat-Shock Response ,Molecular Chaperones ,Biotechnology - Abstract
Guanosine triphosphatases (GTPases) function as molecular switches in signal transduction pathways that enable cells to respond to extracellular stimuli. Saccharomyces cerevisiae yeast protein two 1 protein (Ypt1p) is a monomeric small GTPase that is essential for endoplasmic reticulum-to-Golgi trafficking. By size-exclusion chromatography, SDS-PAGE, and native PAGE, followed by immunoblot analysis with an anti-Ypt1p antibody, we found that Ypt1p structurally changed from low-molecular-weight (LMW) forms to high-molecular-weight (HMW) complexes after heat shock. Based on our results, Ypt1p exhibited dual functions both as a GTPase and a molecular chaperone, and furthermore, heat shock induced a functional switch from that of a GTPase to a molecular chaperone driven by the structural change from LMW to HMW forms. Subsequently, we found, by using a galactose-inducible expression system, that conditional overexpression of YPT1 in yeast cells enhanced the thermotolerance of cells by increasing the survival rate at 55°C by ∼60%, compared with the control cells expressing YPT1 in the wild-type level. Altogether, our results suggest that Ypt1p is involved in the cellular protection process under heat stress conditions. Also, these findings provide new insight into the in vivo roles of small GTP-binding proteins and have an impact on research and the investigation of human diseases.
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- 2015
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10. Novel chemical scaffolds of the tumor marker AKR1B10 inhibitors discovered by 3D QSAR pharmacophore modeling
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Raj Kumar, Hyong-Ha Kim, Chanin Park, Keun Woo Lee, Jung-Keun Suh, Guang Ping Cao, Minky Son, Yongseong Kim, Rohit Bavi, Yong Jung Kwon, Venkatesh Arulalapperumal, and Yuno Lee
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Models, Molecular ,Quantitative structure–activity relationship ,Stereochemistry ,In silico ,Aldo-Keto Reductases ,Quantitative Structure-Activity Relationship ,Medicinal chemistry ,Small Molecule Libraries ,Aldehyde Reductase ,Biomarkers, Tumor ,Humans ,Pharmacology (medical) ,Pharmacology ,Virtual screening ,biology ,Chemistry ,Drug discovery ,Active site ,General Medicine ,Docking (molecular) ,Drug Design ,biology.protein ,Thermodynamics ,Original Article ,Pharmacophore ,Chemical database - Abstract
Recent evidence suggests that aldo-keto reductase family 1 B10 (AKR1B10) may be a potential diagnostic or prognostic marker of human tumors, and that AKR1B10 inhibitors offer a promising choice for treatment of many types of human cancers. The aim of this study was to identify novel chemical scaffolds of AKR1B10 inhibitors using in silico approaches. The 3D QSAR pharmacophore models were generated using HypoGen. A validated pharmacophore model was selected for virtual screening of 4 chemical databases. The best mapped compounds were assessed for their drug-like properties. The binding orientations of the resulting compounds were predicted by molecular docking. Density functional theory calculations were carried out using B3LYP. The stability of the protein-ligand complexes and the final binding modes of the hit compounds were analyzed using 10 ns molecular dynamics (MD) simulations. The best pharmacophore model (Hypo 1) showed the highest correlation coefficient (0.979), lowest total cost (102.89) and least RMSD value (0.59). Hypo 1 consisted of one hydrogen-bond acceptor, one hydrogen-bond donor, one ring aromatic and one hydrophobic feature. This model was validated by Fischer's randomization and 40 test set compounds. Virtual screening of chemical databases and the docking studies resulted in 30 representative compounds. Frontier orbital analysis confirmed that only 3 compounds had sufficiently low energy band gaps. MD simulations revealed the binding modes of the 3 hit compounds: all of them showed a large number of hydrogen bonds and hydrophobic interactions with the active site and specificity pocket residues of AKR1B10. Three compounds with new structural scaffolds have been identified, which have stronger binding affinities for AKR1B10 than known inhibitors.
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- 2015
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11. Generation of a chickenized catalytic anti-nucleic acid antibody by complementarity-determining region grafting
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Youngsil Seo, Myung-Hee Kwon, Keun Woo Lee, Jae-Ho Lee, Minjae Kim, Songmi Kim, Jin-Kyoo Kim, Yuno Lee, Sung June Byun, and Jooho Roh
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animal structures ,Molecular Sequence Data ,Immunology ,Immunoglobulins ,Enzyme-Linked Immunosorbent Assay ,Complementarity determining region ,Antibodies ,Catalysis ,Mice ,chemistry.chemical_compound ,Nucleic Acids ,Animals ,Humans ,Amino Acid Sequence ,Molecular Biology ,Peptide sequence ,Polyacrylamide gel electrophoresis ,biology ,Immunogenicity ,Complementarity Determining Regions ,Molecular biology ,Anti-DNA Antibody ,chemistry ,biology.protein ,Nucleic acid ,Electrophoresis, Polyacrylamide Gel ,Antibody ,Chickens ,DNA ,HeLa Cells ,Single-Chain Antibodies - Abstract
In contrast to a number of studies on the humanization of non-human antibodies, the reshaping of a non-human antibody into a chicken antibody has never been attempted. Therefore, nothing is known about the animal species-dependent compatibility of the framework regions (FRs) that sustain the appropriate conformation of the complementarity-determining regions (CDRs). In this study, we attempted the reshaping of the variable domains of the mouse catalytic anti-nucleic acid antibody 3D8 (m3D8) into the FRs of a chicken antibody (“chickenization”) by CDR grafting, which is a common method for the humanization of antibodies. CDRs of the acceptor chicken antibody that showed a high homology to the FRs of m3D8 were replaced with those of m3D8, resulting in the chickenized antibody (ck3D8). ck3D8 retained the biochemical properties (DNA binding, DNA hydrolysis, and cellular internalizing activities) and three-dimensional structure of m3D8 and showed reduced immunogenicity in chickens. Our study demonstrates that CDR grafting can be applied to the chickenization of a mouse antibody, probably due to the interspecies compatibility of the FRs.
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- 2015
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12. Ultrasensitivity of Water Exchange Kinetics to the Size of Metal Ion
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Yuno Lee, Changbong Hyeon, and Dave Thirumalai
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chemistry.chemical_classification ,Valence (chemistry) ,Metal ions in aqueous solution ,Charge density ,02 engineering and technology ,General Chemistry ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,Biochemistry ,Catalysis ,0104 chemical sciences ,Ion ,Divalent ,Molecular dynamics ,Colloid and Surface Chemistry ,chemistry ,Chemical physics ,Ultrasensitivity ,Molecule ,Atomic physics ,0210 nano-technology - Abstract
Metal ions play a vital role in many biological processes. An important factor in these processes is the dynamics of exchange between ion bound-water molecules and the bulk. Although structural and dynamical properties of labile waters bound to metal ions, such as Na+ and Ca2+, can be elucidated using molecular dynamics simulations, direct evaluation of rates of exchange of waters rigidly bound to high charge density Mg2+, has been elusive. Here, we report a universal relationship, allowing us to determine the water exchange time on metal ions as a function of valence and hydration radius. The proposed relationship, which covers times spanning 14 orders of magnitude, highlights the ultrasensitivity of water lifetime to the ion size, as exemplified by divalent ions, Ca2+ (∼100 ps) and Mg2+ (∼1.5 μs). We show that even when structures, characterized by radial distributions are similar, a small difference in hydration radius leads to a qualitatively different (associative or dissociative) mechanism of water ...
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- 2017
13. Multifunctional cellulolytic auxiliary activity protein HcAA10-2 from Hahella chejuensis enhances enzymatic hydrolysis of crystalline cellulose
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Sunil Ghatge, Amar A. Telke, Keun Woo Lee, Hyun-Dong Shin, Tatoba R. Waghmode, Doo-Byoung Oh, Seon-Won Kim, and Yuno Lee
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Molecular Sequence Data ,Cellulase ,Polysaccharide ,Applied Microbiology and Biotechnology ,Hydrolysis ,chemistry.chemical_compound ,Protein structure ,Bacterial Proteins ,X-Ray Diffraction ,Enzymatic hydrolysis ,Escherichia coli ,Amino Acid Sequence ,Cloning, Molecular ,Cellulose ,Triticum ,chemistry.chemical_classification ,Binding Sites ,Sequence Homology, Amino Acid ,biology ,General Medicine ,Ascorbic acid ,Recombinant Proteins ,Protein Structure, Tertiary ,chemistry ,Biochemistry ,Metals ,Microscopy, Electron, Scanning ,biology.protein ,Carbohydrate-binding module ,Gammaproteobacteria ,Biotechnology - Abstract
The modular auxiliary activity (AA) family of proteins is believed to cause amorphogenesis in addition to oxidative cleavage of crystalline cellulose although the supporting evidence is limited. HcAA10-2 is a modular AA10 family protein (58 kDa) composed of a AA10 module and a family two carbohydrate binding module (CBM2), joined by a long stretch of 222 amino acids of unknown function. The protein was expressed in Escherichia coli and purified to homogeneity. Scanning electron microscopy and X-ray diffraction analysis of Avicel treated with HcAA10-2 provided evidence for the disruption of the cellulose microfibrils ("amorphogenesis") and reduction of the crystallinity index, resulting in a twofold increase of cellulase adsorption on the polysaccharide surface. HcAA10-2 exhibited weak endoglucanase-like activity toward soluble cellulose and cello-oligosaccharides with an optimum at pH 6.5 and 45 °C. HcAA10-2 catalyzed oxidative cleavage of crystalline cellulose released native and oxidized cello-oligosaccharides in the presence of copper and an electron donor such as ascorbic acid. Multiple sequence alignment indicated that His1, His109, and Phe197 in the AA10 module formed the conserved copper-binding site. The reducing sugar released from Avicel by the endoglucanase Cel5 and Celluclast accompanying HcAA10-2 was increased by four- and sixfold, respectively. Moreover, HcAA10-2 and Celluclast acted synergistically on pretreated wheat straw biomass resulting in a threefold increase in reducing sugar than Celluclast alone. Taken together, these results suggest that HcAA10-2 is a novel multifunctional modular AA10 protein possessing amorphogenesis, weak endoglucanase, and oxidative cleavage activities useful for efficient degradation of crystalline cellulose.
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- 2014
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14. Pharmacophore Models of Paclitaxel- and Epothilone-Based Microtubule Stabilizing Agents
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Keun Woo Lee, James M. Briggs, Yuno Lee, and Sangbae Lee
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Epothilones ,Stereochemistry ,Quantitative structure ,General Chemistry ,Computational biology ,Epothilone ,chemistry.chemical_compound ,Paclitaxel ,chemistry ,Microtubule ,medicine ,Pharmacophore ,Stabilizing Agents ,Intracellular transport ,medicine.drug - Abstract
Microtubules play an important role in intracellular transport, mobility, and particularly mitosis. Paclitaxel (Taxol) and paclitaxel-like compounds have been shown to be anti-tumor agents useful for various human tumors. Paclitaxel-like compounds operate by stabilizing microtubules through interface binding at the interface between two -tubulin monomers in adjacent protofilaments. In this paper we present the elucidation of the structural features of paclitaxel and paclitaxel-like compounds (e.g., epothilones) with microtubule stabilizing activities, and relate their activities to spatial and chemical features of the molecules. CATALYST program was used to generate three-dimensional quantitative structure activity relationships (3D-QSARs) resulting in 3D pharmacophore models of epothilone- and paclitaxel-derivatives. Pharmacophore models were generated from diverse conformers of these compounds resulting in a high correlation between experimental and predicted biological activities (r = 0.83 and 0.91 for epothilone and paclitaxel derivatives, respectively). On the basis of biological activities of the training sets, five- and four-feature pharmacophore hypotheses were generated in the epothilone and paclitaxel series. The validation of generated hypotheses was achieved by using twelve epothilones and ten paclitaxels, respectively, which are not in the training sets. The clustering (grouping) and merging techniques were used in order to supplement spatial restrictions of each of hypothesis and to develop more comprehensive models. This approach may be of use in developing novel inhibitor candidates as well as contributing a better understanding of structural characters of many compounds useful as anticancer agents targeting microtubules.
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- 2013
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15. Effects of dimethyl sulfoxide on surface water near phospholipid bilayers
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Yuno Lee, Changbong Hyeon, and Philip Pincus
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Properties of water ,Surface Properties ,Diffusion ,Lipid Bilayers ,Molecular Conformation ,Biophysics ,Phospholipid ,FOS: Physical sciences ,Condensed Matter - Soft Condensed Matter ,Molecular Dynamics Simulation ,010402 general chemistry ,01 natural sciences ,Molecular dynamics ,chemistry.chemical_compound ,0103 physical sciences ,Organic chemistry ,Moiety ,Dimethyl Sulfoxide ,Lipid bilayer ,Spin label ,Phospholipids ,Dose-Response Relationship, Drug ,010304 chemical physics ,Chemistry ,Bilayer ,Cell Membrane ,Water ,Comment to the Editor ,0104 chemical sciences ,Membrane ,Chemical physics ,Soft Condensed Matter (cond-mat.soft) - Abstract
Despite much effort to probe the properties of dimethyl sulfoxide (DMSO) solution, effects of DMSO on water, especially near plasma membrane surfaces still remain elusive. By performing molecular dynamics (MD) simulations at varying DMSO concentrations ($X_{\text{DMSO}}$), we study how DMSO affects structural and dynamical properties of water in the vicinity of phospholipid bilayers. As proposed by a number of experiments, our simulations confirm that DMSO induces dehydration from bilayer surfaces and disrupts the H-bond structure of water. However, DMSO enhanced water diffusivity at solvent-bilayer interfaces, an intriguing discovery reported by a spin-label measurement, is not confirmed in our simulations. In order to resolve this discrepancy, we examine the location of the spin-label (Tempo), relative to the solvent-bilayer interface. In accord with the evidence in the literature, our simulations, which explicitly model Tempo-PC, find that the Tempo moiety is equilibrated at $\sim 8-10$ \AA\ \emph{below} the bilayer surface. Furthermore, the DMSO-enhanced surface water diffusion is confirmed only when water diffusion is analyzed around the Tempo moiety that is immersed below the bilayer surface, which implies that the experimentally detected signal of water using Tempo stems from the interior of bilayers, not from the interface. Our analysis finds that the increase of water diffusion below the bilayer surface is coupled to the increase of area per lipid with an increasing $X_{\text{DMSO}}$ $(\lesssim 10\text{ mol\%})$. Underscoring the hydrophobic nature of Tempo moiety, our study calls for careful re-evaluation of the use of Tempo in the measurement on lipid bilayer surfaces., Comment: 18 pages, 16 figures
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- 2016
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16. Effect of DMSO on Water Molecules Near Phospholipid Bilayer Surfaces
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Changbong Hyeon and Yuno Lee
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Properties of water ,integumentary system ,Chemistry ,organic chemicals ,Phospholipid ,Biophysics ,Thermal diffusivity ,chemistry.chemical_compound ,Molecular dynamics ,Chemical physics ,Atom ,Molecule ,Lipid bilayer ,Spin label - Abstract
Using all atom molecular dynamics simulations at various DMSO concentrations, we study the structural and dynamical properties of water and DMSO in the vicinity of phospholipid bilayers. In accord with the recent experimental studies, we confirmed the DMSO-induced dehydration and the enhancement of water diffusivity unique to lipid-DMSO-H2O system, and further revealed the microscopic origin of these observations. At higher DMSO concentrations the extent of DMSO depletion from the phospholipid bilayer surface further increases, resulting in a development of the hydration layer in which the composition of water is greater than in the bulk. Modeling TEMPO-PC explicitly in the simulations, our study also reveals that due to the hydrophobic moiety, the spin label tends to be buried ∼ 7 A interior from the head groups.
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- 2016
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17. Ligand Based Pharmacophore Identification and Molecular Docking Studies for Grb2 Inhibitors
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Keun Woo Lee, Sundarapandian Thangapandian, C. Meganathan, Swan Hwang, Sugunadevi Sakkiah, Venkatesh Arulalapperumal, and Yuno Lee
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Virtual screening ,biology ,Stereochemistry ,Chemistry ,Hydrogen bond ,Active site ,General Chemistry ,Combinatorial chemistry ,LigandScout ,Docking (molecular) ,Lipinski's rule of five ,biology.protein ,Pharmacophore ,Chemical database - Abstract
Grb2 is an adapter protein involved in the signal transduction and cell communication. The Grb2 is responsible for initiation of kinase signaling by Ras activation which leads to the modification in transcription. Ligand based pharmacophore approach was applied to built the suitable pharmacophore model for Grb2. The best pharmacophore model was selected based on the statistical values and then validated by Fischer's randomization method and test set. Hypo1 was selected as a best pharmacophore model based on its statistical values like high cost difference (182.22), lowest RMSD (1.273), and total cost (80.68). It contains four chemical features, one hydrogen bond acceptor (HBA), two hydrophobic (HY), and one ring aromatic (RA). Fischer's randomization results also shows that Hypo1 have a 95% significant level. The correlation coefficient of test set was 0.97 which was close to the training set value (0.94). Thus Hypo1 was used for virtual screening to find the potent inhibitors from various chemical databases. The screened compounds were filtered by Lipinski's rule of five, ADMET and subjected to molecular docking studies. Totally, 11 compounds were selected as a best potent leads from docking studies based on the consensus scoring function and critical interactions with the amino acids in Grb2 active site.
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- 2012
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18. Localization of a Site of Action for Benzofuroindole-Induced Potentiation of BKCa Channels
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Songmi Kim, Chul-Seung Park, Hyung-Seop Youn, Yuno Lee, Yong-Chul Kim, Soo Hyun Eom, Keun Woo Lee, Hyun-Ho Lim, and Byoung-Cheol Lee
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Indoles ,Potassium Channels ,Charybdotoxin ,Stereochemistry ,Protein subunit ,Molecular Sequence Data ,Cell membrane ,Xenopus laevis ,chemistry.chemical_compound ,Potassium Channel Blockers ,medicine ,Extracellular ,Animals ,Amino Acid Sequence ,Large-Conductance Calcium-Activated Potassium Channel alpha Subunits ,Pharmacology ,Alanine ,Binding Sites ,Tetraethylammonium ,Dose-Response Relationship, Drug ,Rats ,A-site ,medicine.anatomical_structure ,Mechanism of action ,chemistry ,Molecular Medicine ,Female ,medicine.symptom ,Protein Binding - Abstract
As previously reported, the activity of the large-conductance calcium (Ca(2+))-activated potassium (K(+)) (BK(Ca)) channel is strongly potentiated from the extracellular side of the cell membrane by certain benzofuroindole derivatives. Here, the mechanism of action of one of the most potent activators, 4-chloro-7-(trifluoromethyl)-10H-benzofuro[3,2-b]indole-1-carboxylic acid (CTBIC), is characterized. This compound, Compound 22 in the previous report (Chembiochem 6:1745-1748, 2005), potentiated the activity of the channel by shifting its conductance-voltage relationship toward the more negative direction. Cotreatment with CTBIC reduced the affinity of charybdotoxin, a peptide pore-blocker, whereas that of tetraethylammonium, a small pore-blocking quaternary ammonium, was not significantly altered. Guided by these results, scanning mutagenesis of the outer vestibule of the BK(Ca) channel was launched to uncover the molecular determinants that affect CTBIC binding. Alanine substitution of several amino acid residues in the turret region and the S6 helix of the channel decreased potentiation by CTBIC. Homology modeling and molecular dynamics simulation showed that some of these residues formed a CTBIC binding pocket between two adjacent α-subunits in the outer vestibule of the channel. Thus, it can be envisioned that benzofuroindole derivatives stabilize the open conformation of the channel by binding to the residues clustered across the extracellular part of the subunit interface. The present results indicate that the interface between different α-subunits of the BK(Ca) channel may play a critical role in the modulation of channel activity. Therefore, this interface represents a potential therapeutic target site for the regulation of K(+) channels.
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- 2012
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19. Oxidation-Induced Conformational Change of a Prokaryotic Molecular Chaperone, Hsp33, Monitored by Selective Isotope Labeling
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Yoo-Sup Lee, Kyoung-Seok Ryu, Yuno Lee, Song-Mi Kim, Keun-Woo Lee, and Hyung-Sik Won
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Holdase activity ,Conformational change ,biology ,Isotope ,Dimer ,Crystallography ,chemistry.chemical_compound ,Monomer ,chemistry ,Chaperone (protein) ,Hsp33 ,biology.protein ,Biophysics ,Linker - Abstract
Hsp33, a prokaryotic molecular chaperone, exerts holdase activity in response to oxidative stress. In this study, the stepwise conformational change of Hsp33 upon oxidation was monitored by NMR. In order to overcome its high molecular weight (33 kDa as a monomer and 66 kDa as a dimer), spectra were simplified using a selectively ( 15 N)His-labeled protein. All of the eight histidines were observed in the TROSY spectrum of the reduced Hsp33. Among them, three peaks showed dramatic resonance shifts dependent on the stepwise oxidation, indicating a remarkable conformational change. The results suggest that unfolding of the linker domain is associated with dimerization, but not entire region of the linker domain is unfolded.
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- 2011
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20. Binding conformation prediction between human acetylcholinesterase and cytochrome c using molecular modeling methods
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Keun Woo Lee, Sundarapandian Thangapandian, Minky Son, Songmi Kim, Ayoung Baek, Prettina Lazar, Na Young Jeong, Yuno Lee, and Young Hyun Yoo
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Anions ,Models, Molecular ,Cytochrome ,Molecular model ,Protein Conformation ,Stereochemistry ,Heme ,Molecular Dynamics Simulation ,Crystallography, X-Ray ,chemistry.chemical_compound ,Molecular dynamics ,Apoptosomes ,Protein Interaction Mapping ,Materials Chemistry ,Humans ,Amino Acid Sequence ,Physical and Theoretical Chemistry ,Protein Structure, Quaternary ,Spectroscopy ,Binding Sites ,biology ,Hydrogen bond ,Cytochrome c ,Cytochromes c ,Hydrogen Bonding ,Computer Graphics and Computer-Aided Design ,Acetylcholinesterase ,Models, Chemical ,chemistry ,Docking (molecular) ,biology.protein ,Sequence Alignment ,Protein Binding - Abstract
The acetylcholinesterase (AChE) is important to terminate acetylcholine-mediated neurotransmission at cholinergic synapses. The pivotal role of AChE in apoptosome formation through the interactions with cytochrome c (Cyt c) was demonstrated in recent study. In order to investigate the proper binding conformation between the human AChE (hAChE) and human Cyt c (hCyt c), macro-molecular docking simulation was performed using DOT 2.0 program. The hCyt c was bound to peripheral anionic site (PAS) on hAChE and binding mode of the docked conformation was very similar to the reported crystal structure of the AChE and fasciculin-II (Fas-II) complex. Two 10 ns molecular dynamics (MD) simulations were carried out to refine the binding mode of docked structure and to observe the differences of the binding conformations between the absent (Apo) and presence (Holo) of heme group. The key hydrogen bonding residues between hAChE and hCyt c proteins were found in Apo and Holo systems, as well as each Tyr341 and Trp286 residue of hAChE was participated in cation-pi (π) interactions with Lys79 of hCyt c in Apo and Holo systems, respectively. From the present study, although the final structures of the Apo and Holo systems have similar binding pattern, several differences were investigated in flexibilities, interface interactions, and interface accessible surface areas. Based on these results, we were able to predict the reasonable binding conformation which is indispensable for apoptosome formation.
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- 2011
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21. Pharmacophore Identification for Peroxisome Proliferator-Activated Receptor Gamma Agonists
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Jung-Keun Suh, Songmi Kim, Swan Hwang, Yuno Lee, Minky Son, Chanin Park, Keun Woo Lee, Young-sik Sohn, Ayoung Baek, and Hyong-Ha Kim
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chemistry.chemical_classification ,Virtual screening ,Training set ,Nuclear receptor ,chemistry ,Biochemistry ,Peroxisome proliferator-activated receptor ,General Chemistry ,Pharmacophore ,Peroxisome ,Receptor ,Binding affinities - Abstract
Peroxisome proliferator-activated receptors (PPARs) are members of nuclear receptors and their activation induces regulation of fatty acid storage and glucose metabolism. Therefore, the PPARγ is a major target for the treatment of type 2 diabetes mellitus. In order to generate pharmacophore model, 1080 known agonists database was constructed and a training set was selected. The Hypo7, selected from 10 hypotheses, contains four features: three hydrogen-bond acceptors (HBA) and one general hydrophobic (HY). This pharmacophore model was validated by using 862 test set compounds with a correlation coefficient of 0.903 between actual and estimated activity. Secondly, CatScramble method was used to verify the model. Hence, the validated Hypo7 was utilized for searching new lead compounds over 238,819 and 54,620 chemical structures in NCI and Maybridge database, respectively. Then the leads were selected by screening based on the pharmacophore model, predictive activity, and Lipinski’s rules. Candidates were obtained and subsequently the binding affinities to PPARγ were investigated by the molecular docking simulations. Finally the best two compounds were presented and would be useful to treat type 2 diabetes.
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- 2011
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22. Molecular Dynamics Simulation Study for Ionic Strength Dependence of RNA-host factor Interaction in Staphylococcus aureus Hfq
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Meganathan Chandrasekaran, Keun Woo Lee, Yuno Lee, Songmi Kim, and Prettina Lazar
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Hfq protein ,chemistry.chemical_classification ,biology ,Hydrogen bond ,RNA ,Ionic bonding ,Peptide ,General Chemistry ,Crystallography ,Protein structure ,chemistry ,Ionic strength ,biology.protein ,Molecule - Abstract
The behavior of peptide or protein solutes in saline aqueous solution is a fundamental topic in physical chemistry. Addition of ions can strongly alter the thermodynamic and physical properties of peptide molecules in solution. In order to study the effects of added ionic salts on protein conformation and dynamics, we have used the molecular dynamics (MD) simulations to investigate the behavior of Staphylococcus aureus Hfq protein under two different ionic concentrations: 0.1 M NaCl and 1.0 M NaCl in presence and absence of RNA (a hepta-oligoribonucleotide AU5G). Hfq, a global regulator of gene expression is highly conserved and abundant RNA-binding protein. It is already reported that in vivo the increase of ionic strength results in a drastic reduction of Hfq affinity for Qβ RNA and reduces the tendency of aggregation of Escherichia coli host factor hexamers. Our results revealed the crucial role of 0.1 M NaCl Hfq system on the bases with strong hydrogen bonding interactions and by stabilizing the aromatic stacking of Tyr42 residue of the adjacent subunits/monomers with the adenine and uridine nucleobases. An increase in RNA pore diameter and weakened compactness of the Hfq-RNA complex was clearly observed in 1.0 M NaCl Hfq system with bound RNA. Aggregation of monomers in Hfq and the interaction of Hfq with RNA are greatly affected due to the presence of high ionic strength. Higher the ionic concentration, weaker is the aggregation and interaction. Our results were compatible with the experimental data and this is the first theoretical report for the experimental study done in 1980 by Uhlenbeck group for the present system.
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- 2010
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23. Synthesis of Substituted Imidazolidin-2-ones as Aminoacyl-tRNA Synthase Inhibitors
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Heesung Eum, Keun Woo Lee, Yuno Lee, Hyun Joon Ha, Songmi Kim, Won Koo Lee, Minky Son, Sae Young Yun, Ayoung Baek, Seung Whan Ko, and Sunghoon Kim
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Aminoacyl-tRNA ,ATP synthase ,biology ,Triphosgene ,Chemistry ,Stereochemistry ,General Chemistry ,Chloride ,Reductive amination ,chemistry.chemical_compound ,Docking (molecular) ,medicine ,biology.protein ,medicine.drug - Abstract
Substituted imidazolidin-2-ones deduced as potential inhibitors of IleRS by docking simulations were synthesized from an aziridine-2-carboxaldehyde. Reductive amination of an aziridine-2-carboxaldehyde with dipeptides for the sub- stituents at N1 and followed by aziridine-ring expansion with triphosgene afforded 4-chloromethylimidazolidin-2-ones whose chloride were further manipulated towards phenylurea, pyrimidin-2-yl-urea or benzenesulfonamide at C4.
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- 2010
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24. Molecular Docking Study of Aminoacyl-tRNA Synthetases with Ligand Molecules from Four Different Scaffolds
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Sung-Hoon Kim, Hyun-Joon Ha, Won-Koo Lee, Kavitha Bharatham, Songmi Kim, Prettina Lazar, Yuno Lee, Nagakumar Bharatham, Keun Woo Lee, Chanin Park, Heesung Eum, Sae-Young Yun, and Ayoung Baek
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chemistry.chemical_compound ,Biochemistry ,Docking (molecular) ,Chemistry ,Ligand ,Aminoacyl tRNA synthetase ,Protein biosynthesis ,Molecule ,General Chemistry ,Antibacterial drug ,Molecular Docking Simulation ,Antibacterial agent - Abstract
Aminoacyl-tRNA synthetases (aaRSs) play vital roles in protein biosynthesis of living organisms and are interesting antibacterial drug targets. In order to find out new inhibitor candidate molecules as antibacterial agent, the binding modes of the candidate molecules were investigated at the active sites of aaRSs by molecular docking study. The docking simulations were performed with 48 compounds from four different scaffolds into the eight different aaRSs. The results show that scaffolds 3 and 4 compounds have consistently better binding capabilities, specifically for HisRS (E. coli) and IIeRS (S. aureus). The binding modes of the best compounds with the proteins were well compatible with those of two ligands in crystal structures. Therefore, we expect that the final compounds we present may have reasonable aaRS inhibitory activity.
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- 2010
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25. Pharmacophore Modeling, Virtual Screening and Molecular Docking Studies for Identification of New Inverse Agonists of Human Histamine H1Receptor
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Sugunadevi Sakkiah, Prettina Lazar, Shalini John, Yuno Lee, Keun Woo Lee, Sundarapandian Thangapandian, and Navaneethakrishnan Krishnamoorthy
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Virtual screening ,biology ,Stereochemistry ,Chemistry ,Active site ,General Chemistry ,Histamine H1 receptor ,Ligand (biochemistry) ,Combinatorial chemistry ,Rhodopsin ,biology.protein ,Inverse agonist ,Homology modeling ,Pharmacophore - Abstract
Human histamine H 1 receptor (HHR1) is a G protein-coupled receptor and a primary target for antiallergic therapy. Here, the ligand-based three-dimensional pharmacophore models were built from a set of known HHR1 inverse agonists using HypoGen module of CATALYST software. All ten generated pharmacophore models consist of five essential features: hydrogen bond acceptor, ring aromatic, positive ionizable and two hydrophobic functions. Best model had a correlation coefficient of 0.854 for training set compounds and it was validated with an external test set with a high correlation value of 0.925. Using this model Maybridge database containing 60,000 compounds was screened for potential leads. A rigorous screening for drug-like compounds unveiled RH01692 and SPB00834, two novel molecules for HHR1 with good CATALYST fit and estimated activity values. The new lead molecules were docked into the active site of constructed HHR 1 homology model based on recently crystallized squid rhodopsin as template. Both the hit compounds were found to have critical interactions with Glu177, Phe432 and other important amino acids. The interpretations of this study may effectively be deployed in designing of novel HHR1 inverse agonists.
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- 2010
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26. Probing possible egress channels for multiple ligands in human CYP3A4: A molecular modeling study
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Poornima Gajendrarao, Keun Woo Lee, Sundarapandian Thangapandian, Navaneethakrishnan Krishnamoorthy, and Yuno Lee
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Models, Molecular ,Antifungal Agents ,CYP3A4 ,Molecular model ,Protein Conformation ,Stereochemistry ,Chemistry ,Organic Chemistry ,Molecular Dynamics Simulation ,Ligands ,Catalysis ,Bottleneck ,Computer Science Applications ,Inorganic Chemistry ,Molecular dynamics ,Ketoconazole ,Computational Theory and Mathematics ,Biophysics ,Cytochrome P-450 CYP3A ,Cytochrome P-450 CYP3A Inhibitors ,Humans ,Physical and Theoretical Chemistry ,Protein Binding ,Communication channel ,Human cytochrome - Abstract
Human cytochrome P450 (CYP) 3A4 extensively contributes to metabolize 50% of the marketed drugs. Recently, a CYP3A4 structure with two molecules of ketoconazole (2KT) was identified. However, channels for egresses of these inhibitors are unexplored. Thus, we applied molecular dynamics simulations followed by channel analyses. Two simulations of empty and 2KT-bound CYP3A4 results revealed the multiple ligand-induced conformational changes in channel forming regions, which appear to be important for the regulation of channels. In addition, we observed that the channel-3 entrance is closed due to the large structural deviation of the key residues from Phe-cluster. F215 and F220 are known as entrance blockers of channel-2 in metyrapone-bound CYP3A4. Currently, F220 blocks the channel-3 along with F213 and F241. Therefore, it suggested that channel-1 and 2 could potentially serve as egress routes for 2KT. It is also supported by the results from MOLAxis analyses, in which the frequency of channel occurrence and bottleneck radius during simulation favor channel-1 and 2. Several bottleneck residues of these channels may have critical roles in 2KT egresses, especially S119. Our modeling study for multiple ligand-channeling of CYP3A4 could be very helpful to gain new insights into channel selectivity of CYP3A4.
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- 2009
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27. Molecular dynamics simulation study of valyl-tRNA synthetase with its pre- and post-transfer editing substrates
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Keun Woo Lee, Kavitha Bharatham, Nagakumar Bharatham, and Yuno Lee
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Models, Molecular ,Threonine ,Protein Conformation ,Valine-tRNA Ligase ,Biophysics ,Substrate analog ,Biochemistry ,Substrate Specificity ,Molecular dynamics ,chemistry.chemical_compound ,RNA, Transfer ,Point Mutation ,Computer Simulation ,chemistry.chemical_classification ,Aspartic Acid ,Lysine ,Thermus thermophilus ,Point mutation ,Organic Chemistry ,Valine ,Adenosine Monophosphate ,Amino acid ,Valyl-tRNA synthetase ,chemistry ,Transfer RNA ,Proofreading ,Protein Binding - Abstract
The main role of aminoacyl-tRNA synthetases (aaRSs) is to transfer the cognate amino acids to the 3'-end of their tRNA by strictly discriminating from non-cognate amino acids. Some aaRSs accomplish this via proofreading and editing mechanisms, among which valyl-tRNA synthetase (ValRS) hydrolyses the non-cognate amino acid, threonine. In ValRS, existence of pre-transfer editing process is still unclear, although crystal structure of editing site with pre-transfer substrate analog (Thr-AMS) was released. In the case of isoleucyl-tRNA synthetase (IleRS), editing mechanism is well studied and mutational analyses revealed the existence of post- and pre-transfer editing mechanisms. Our aim is to investigate the possibility of pre-transfer editing process by performing molecular dynamics (MD) simulation studies. Simulations were carried out for ValRS with pre-transfer substrates (Thr-AMP/Val-AMP) and post-transfer substrates (Thr-A76/Val-A76) to understand their binding pattern. Two important point mutation studies were performed to observe their effect on editing process. This study also intends to compare and contrast the pre-transfer editing with post-transfer editing of ValRS. Interestingly, the MD simulation results revealed that non-cognate substrates (Thr-AMP/Thr-A76) bind more strongly than the cognate substrates (Val-AMP/Val-A76) in both pre- and post-transfer editing respectively. The editing site mutations (Lys270Ala and Asp279Ala) severely affected the binding ability of pre-transfer substrate (Thr-AMP) by different ways. Even though pre- and post-transfer substrates bind to the same site, specific differences were observed which has led us to believe the existence of the pre-transfer editing process in ValRS.
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- 2009
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28. Pharmacophore Mapping and Virtual Screening for SIRT1 Activators
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Keun Woo Lee, Sundarapandian Thangapandian, Poornima Gajendrarao, Songmi Kim, Hyong Ha Kim, Sugunadevi Sakkiah, Navaneethakrishnan Krishnamoorthy, Yuno Lee, and Jung Keun Suh
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Type ii diabetes ,Virtual screening ,Training set ,Biochemistry ,biology ,Activator (genetics) ,Chemistry ,Test set ,Sirtuin ,Regulator ,biology.protein ,General Chemistry ,Pharmacophore - Abstract
Silent information regulator 2 (Sir2) or sirtuins are NAD(+)-dependent deacetylases, which hydrolyze the acetyl-lysine residues. In mammals, sirtuins are classified into seven different classes (SIRT1-7). SIRT1 was reported to be involved in age related disorders like obesity, metabolic syndrome, type II diabetes mellitus and Parkinson’s disease. Activation of SIRT1 is one of the promising approaches to treat these age related diseases. In this study, we have used HipHop module of CATALYST to identify a series of pharmacophore models to screen SIRT1 enhancing molecules. Three molecules from Sirtris Pharmaceuticals were selected as training set and 607 sirtuin activator molecules were used as test set. Five different hypotheses were developed and then validated using the training set and the test set. The results showed that the best pharmacophore model has four features, ring aromatic, positive ionization and two hydrogen-bond acceptors. The best hypothesis from our study, Hypo2, screened high number of active molecules from the test set. Thus, we suggest that this four feature pharmacophore model could be helpful to screen novel SIRT1 activator molecules. Hypo2-virtual screening against Maybridge database reveals seven molecules, which contains all the critical features. Moreover, two new scaffolds were identified from this study. These scaffolds may be a potent lead for the SIRT1 activation.
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- 2009
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29. Adenosine Kinase Inhibitor Design Based on Pharmacophore Modeling
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Yuno Lee, Kavitha Bharatham, Keun Woo Lee, and Nagakumar Bharatham
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Adenosine monophosphate ,chemistry.chemical_classification ,Training set ,biology ,Stereochemistry ,General Chemistry ,Adenosine kinase ,Combinatorial chemistry ,Adenosine ,chemistry.chemical_compound ,Enzyme ,chemistry ,biology.protein ,Feature based ,medicine ,Molecule ,Pharmacophore ,medicine.drug - Abstract
Adenosine kinase (AK) is a ubiquitous intracellular enzyme, which catalyzes the phosphorylation of adenosine (ADO) to adenosine monophosphate (AMP). AK inhibitors have therapeutic potential as analgesic and antiinflammatory agents. A chemical feature based pharmacophore model has been generated from known AK inhibitors (26 training set compounds) by HypoGen module implemented in CATALYST software. The top ranked hypothesis (Hypo1) contained four features of two hydrogen-bond acceptors (HBA) and two hydrophobic aromatics (Z). Hypo1 was validated by 124 test set molecules with a correlation coefficient of 0.905 between experimental and estimated activity. It was also validated by CatScramble method. Thus, the Hypo1 was exploited for searching new lead compounds over 238,819 chemical compounds in NCI database and then the selected compounds were screened based on restriction estimated activity and Lipinski's rules to evaluate their drug-like properties. Finally we could obtain 72 new lead candidates and the two best compound structures from them were posted.
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- 2007
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30. Semi-Empirical Structure Determination of Escherichia coli Hsp33 and Identification of Dynamic Regulatory Elements for the Activation Process
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Jinhyuk Lee, Eun-Hee Kim, Dae-Won Sim, Jeong-Hwa Jang, Tai-Geun Jung, Yoo-Sup Lee, Min-Duk Seo, Hyung-Sik Won, Yuno Lee, Keun Woo Lee, and Kyoung-Seok Ryu
- Subjects
Conformational change ,Mutant ,Molecular Sequence Data ,Molecular Dynamics Simulation ,Protein Structure, Secondary ,Structural Biology ,Catalytic Domain ,Escherichia coli ,Amino Acid Sequence ,Molecular Biology ,Nuclear Magnetic Resonance, Biomolecular ,Heat-Shock Proteins ,biology ,Chemistry ,Escherichia coli Proteins ,Wild type ,Crystallography ,Chaperone (protein) ,Hsp33 ,biology.protein ,Biophysics ,Mutagenesis, Site-Directed ,Linker ,Two-dimensional nuclear magnetic resonance spectroscopy ,Oxidation-Reduction ,Heteronuclear single quantum coherence spectroscopy - Abstract
The activation process of the redox-regulated chaperone heat shock protein 33 (Hsp33) is constituted by the oxidation-induced unfolding of the C-terminal zinc-binding domain and concomitant oligomerization of the N-terminal core domain. Herein, the semi-empirical solution structure of Escherichia coli Hsp33 in the reduced, inactive form was generated through conformational space annealing calculations, utilizing minimalistic NMR data and multiple homology restraints. The various conformations of oxidized Hsp33 and some mutant forms were also investigated in solution. Interestingly, a specific region concentrated around the interdomain linker stretch and its interacting counterparts, the N-terminal β-strand 1 and α-helix 1, hardly showed up as signals in the NMR measurements. The NMR spectra of an Hsp33 derivative with a six-residue deletion in the disordered N-terminus implied a plausible conformational exchange associated with the identified region, and the corresponding exchange rate appeared slower than that of the wild type. Subsequent mutations that destroyed the structure of the β1 or α1 elements resulted in the formation of a reduced but active monomer, without the unfolding of the zinc-binding domain. Collectively, structural insights into the inactive and active conformations, including wild-type and mutant proteins, suggest that the dynamic interactions of the N-terminal segments with their contacting counterpart, the interdomain linker stretch, in the reduced, inactive state are the structural determinants regulating the activation process of the post-translationally regulated chaperone, Hsp33.
- Published
- 2015
31. Enhancement of Chaperone Activity of Plant-Specific Thioredoxin throughgamma-Ray Mediated Conformational Change
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Hyun Suk Jung, Byung Yeoup Chung, Kyun Oh Lee, Seung Sik Lee, Sang Yeol Lee, Yuno Lee, Sudhir Singh, Soo-Kwon Park, and Eun Mi Lee
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Conformational change ,γ-ray ,Protein Conformation ,Biology ,Protein Structure, Secondary ,Article ,Catalysis ,lcsh:Chemistry ,Inorganic Chemistry ,Structure-Activity Relationship ,Enzyme activator ,Thioredoxins ,Protein structure ,chaperone ,Physical and Theoretical Chemistry ,lcsh:QH301-705.5 ,Molecular Biology ,Spectroscopy ,Plant Proteins ,chemistry.chemical_classification ,Organic Chemistry ,thioredoxin ,General Medicine ,Computer Science Applications ,Enzyme Activation ,Enzyme ,structural change ,lcsh:Biology (General) ,lcsh:QD1-999 ,chemistry ,Biochemistry ,Gamma Rays ,Chaperone (protein) ,Foldase ,Hsp33 ,biology.protein ,Thioredoxin ,protein ,ray ,Hydrophobic and Hydrophilic Interactions ,Molecular Chaperones - Abstract
AtTDX, a thioredoxin-like plant-specific protein present in Arabidospis is a thermo-stable and multi-functional enzyme. This enzyme is known to act as a thioredoxin and as a molecular chaperone depending upon its oligomeric status. The present study examines the effects of γ-irradiation on the structural and functional changes of AtTDX. Holdase chaperone activity of AtTDX was increased and reached a maximum at 10 kGy of γ-irradiation and declined subsequently in a dose-dependent manner, together with no effect on foldase chaperone activity. However, thioredoxin activity decreased gradually with increasing irradiation. Electrophoresis and size exclusion chromatography analysis showed that AtTDX had a tendency to form high molecular weight (HMW) complexes after γ-irradiation and γ-ray-induced HMW complexes were tightly associated with a holdase chaperone activity. The hydrophobicity of AtTDX increased with an increase in irradiation dose till 20 kGy and thereafter decreased further. Analysis of the secondary structures of AtTDX using far UV-circular dichroism spectra revealed that the irradiation remarkably increased the exposure of β-sheets and random coils with a dramatic decrease in α-helices and turn elements in a dose-dependent manner. The data of the present study suggest that γ-irradiation may be a useful tool for increasing holdase chaperone activity without adversely affecting foldase chaperone activity of thioredoxin-like proteins.
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- 2015
32. Dependence of Water Exchange Kinetics on the Size and Charge of Metal Ion
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Yuno Lee, Devarajan Thirumalai, and Changbong Hyeon
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chemistry.chemical_classification ,Properties of water ,Chemistry ,Kinetics ,Biophysics ,Analytical chemistry ,Radius ,Water exchange ,Ion ,Divalent ,Metal ,chemistry.chemical_compound ,Molecular dynamics ,visual_art ,visual_art.visual_art_medium - Abstract
While structural and dynamical properties of water on a labile metal ion such as Na+ and Ca2+ are straightforwardly evaluated using molecular dynamics (MD) simulations, direct evaluation of water exchange kinetics on a relatively more inert metal ion, Mg2+, is computationally demanding. Here, we propose a universal relationship which allows us to determine the water exchange time on a metal ion with varying charges and hydration radii. The proposed relationship highlights the ultra-sensitivity of water lifetime to the ion size, as exemplified between two divalent ions, Ca2+ (∼100 ps) and Mg2+ (∼1.5 μs). Importantly, the current MD force fields underestimate the hydration radius of Mg2+ by ∼2.5 %, which results in ∼ 400 fold overestimation of water exchange time. Accurate determination of ion size is critical for correctly modeling the water dynamics around multivalent ions.
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- 2017
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33. Dissecting the Critical Factors for Thermodynamic Stability of Modular Proteins Using Molecular Modeling Approach
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Hyun Jung Kim, Hae-Kap Cheong, Keun Woo Lee, Sang-Chul Lee, Hak-Sung Kim, Joong-jae Lee, Jieun Han, Songmi Kim, Yuno Lee, Woosung Heu, Keunwan Park, and Dongsup Kim
- Subjects
Models, Molecular ,Protein Structure ,Biophysical Simulations ,Molecular model ,Molecular Sequence Data ,Biophysics ,lcsh:Medicine ,Leucine-rich repeat ,Molecular Dynamics Simulation ,Molecular Dynamics ,Protein Engineering ,Biochemistry ,Protein Chemistry ,Force field (chemistry) ,Protein Structure, Secondary ,Protein–protein interaction ,Molecular dynamics ,Protein structure ,Computational Chemistry ,Leucine ,Biochemical Simulations ,Macromolecular Structure Analysis ,Escherichia coli ,Amino Acid Sequence ,lcsh:Science ,Protein secondary structure ,Molecular Biology ,Multidisciplinary ,Chemistry ,Protein Stability ,Physics ,Circular Dichroism ,lcsh:R ,Biology and Life Sciences ,Proteins ,Computational Biology ,Protein engineering ,Physical Sciences ,Solvents ,Thermodynamics ,lcsh:Q ,Biological system ,Hydrophobic and Hydrophilic Interactions ,Research Article ,Protein Binding - Abstract
Repeat proteins have recently attracted much attention as alternative scaffolds to immunoglobulin antibodies due to their unique structural and biophysical features. In particular, repeat proteins show high stability against temperature and chaotic agents. Despite many studies, structural features for the stability of repeat proteins remain poorly understood. Here we present an interesting result from in silico analyses pursuing the factors which affect the stability of repeat proteins. Previously developed repebody structure based on variable lymphocytes receptors (VLRs) which consists of leucine-rich repeat (LRR) modules was used as initial structure for the present study. We constructed extra six repebody structures with varying numbers of repeat modules and those structures were used for molecular dynamics simulations. For the structures, the intramolecular interactions including backbone H-bonds, van der Waals energy, and hydrophobicity were investigated and then the radius of gyration, solvent-accessible surface area, ratio of secondary structure, and hydration free energy were also calculated to find out the relationship between the number of LRR modules and stability of the protein. Our results show that the intramolecular interactions lead to more compact structure and smaller surface area of the repebodies, which are critical for the stability of repeat proteins. The other features were also well compatible with the experimental results. Based on our observations, the repebody-5 was proposed as the best structure from the all repebodies in structure optimization process. The present study successfully demonstrated that our computer-based molecular modeling approach can significantly contribute to the experiment-based protein engineering challenge.
- Published
- 2014
34. Functional Mechanism of C-Terminal Tail in the Enzymatic Role of PorcineTesticular Carbonyl Reductase: A Combined Experiment and MolecularDynamics Simulation Study of the C-Terminal Tail in the Enzymatic Roleof PTCR
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Keun Woo Lee, Chul Wook Kim, Seul Gi Kwon, Woo Young Bang, Chanin Park, Minky Son, Yuno Lee, and Sam Woong Kim
- Subjects
Male ,Carbonyl Reductase ,Swine ,Aldo-Keto Reductases ,Gene Expression ,lcsh:Medicine ,Plasma protein binding ,Molecular Dynamics ,Biochemistry ,Substrate Specificity ,Molecular dynamics ,Computational Chemistry ,Catalytic Domain ,Testis ,Biochemical Simulations ,Biomacromolecule-Ligand Interactions ,lcsh:Science ,Aldehyde Reductase ,Multidisciplinary ,Chemistry ,Hydrogen bond ,Dihydrotestosterone ,Enzymes ,Molecular Docking Simulation ,Physical Sciences ,Thermodynamics ,Oxidation-Reduction ,Research Article ,Protein Binding ,Biophysical Simulations ,Stereochemistry ,Recombinant Fusion Proteins ,Kinetics ,Biophysics ,Molecular Dynamics Simulation ,Escherichia coli ,Animals ,Enzyme kinetics ,Enzyme Kinetics ,Short-chain dehydrogenase ,lcsh:R ,Biology and Life Sciences ,Computational Biology ,Protein Structure, Tertiary ,Enzymology ,Biocatalysis ,lcsh:Q ,NADP - Abstract
Porcine testicular carbonyl reductase, PTCR which is one of the short chain dehydrogenases/reductases (SDR) superfamily catalyzes the NADPH-dependent reduction of carbonyl compounds including steroids and prostaglandins. Previously we reported C-terminal tail of PTCR was deleted due to a nonsynonymous single nucleotide variation (nsSNV). Here we identified from kinetic studies that the enzymatic properties for 5 alpha-dihydrotestosterone (5 alpha-DHT) were different between wild-type and C-terminal-deleted PTCRs. Compared to wild-type PTCR, C-terminal-deleted PTCR has much higher reduction rate. To investigate structural difference between wild-type and C-terminal-deleted PTCRs upon 5a-DHT binding, we performed molecular dynamics simulations for two complexes. Using trajectories, molecular interactions including hydrogen bonding patterns, distance between 5a-DHT and catalytic Tyr193, and interaction energies are analyzed and compared. During the MD simulation time, the dynamic behavior of C-terminal tail in wild-type PTCR is also examined using essential dynamics analysis. The results of our simulations reveal that the binding conformation of 5 alpha-DHT in C-terminal-deleted PTCR is more favorable for reduction reaction in PTCR, which shows strong agreement with kinetic data. These structural findings provide valuable information to understand substrate specificity of PTCR and further kinetic properties of enzymes belonging to the SDR superfamily.
- Published
- 2014
35. AtObgC-AtRSH1 interaction may play a vital role in stress response signal transduction in Arabidopsis
- Author
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Woo Young Bang, Ji Chen, Keun Woo Lee, Young Sim Son, Songmi Kim, Dae Won Kim, Jeong Dong Bahk, Yuno Lee, Sewon Kim, and Salina Akhter
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Genetics ,biology ,Physiology ,Arabidopsis Proteins ,C-terminus ,Arabidopsis ,Guanosine ,Plant Science ,GTPase ,biology.organism_classification ,Cell biology ,Molecular Docking Simulation ,chemistry.chemical_compound ,Bimolecular fluorescence complementation ,chemistry ,Transcription (biology) ,Stress, Physiological ,Hydrolase ,Signal transduction ,Protein Binding ,Signal Transduction - Abstract
The interaction of Obg (Spo0B-associated GTP-binding protein) GTPase and SpoT, which is a bifunctional ppGpp (guanosine 3',5'-bispyrophosphate) hydrolase/synthetase, is vital for the modulation of intracellular ppGpp levels during bacterial responses to environmental cues. It has been recently reported that the ppGpp level is also inducible by various stresses in the chloroplasts of plant cells. However, the function of the Obg-SpoT interaction in plants remains elusive. The results from the present and previous studies suggest that AtRSH1 is a putative bacterial SpoT homolog in Arabidopsis and that its transcription levels are responsive to wounding and salt stresses. In this study, we used a yeast two-hybrid analysis to map the regions required for the AtObgC-AtRSH1 interaction. Moreover, protein-protein docking simulations revealed reasonable geometric and electrostatic complementarity in the binding surfaces of the two proteins. The data support our experimental results, which suggest that the conserved domains in AtObgC and the N terminus of AtRSH1 containing the TGS domain contribute to their interaction. In addition, quantitative real-time PCR (qRT-PCR) analyses showed that the expression of AtObgC and AtRSH1 exhibit a similar inhibition pattern under wounding and salt-stress conditions, but the inhibition pattern was not greatly influenced by the presence or absence of light. Based on in vivo analyses, we further confirmed that the AtRSH1 and AtObgC proteins similarly localize in chloroplasts. Based on these results, we propose that the AtObgC-AtRSH1 interaction plays a vital role in ppGpp-mediated stress responses in chloroplasts.
- Published
- 2013
36. Molecular Modeling Study for Inhibition Mechanism of Human Chymase and Its Application in Inhibitor Design
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Songmi Kim, Sugunadevi Sakkiah, Yuno Lee, Keun Woo Lee, Mahreen Arooj, and Guang Ping Cao
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Models, Molecular ,Molecular model ,Stereochemistry ,Hydrolases ,Protein Conformation ,Biophysics ,Drug Evaluation, Preclinical ,lcsh:Medicine ,Molecular Dynamics ,Ligands ,Biochemistry ,Biophysics Simulations ,Protein structure ,Computational Chemistry ,Chymases ,Hydrolase ,Drug Discovery ,Biochemical Simulations ,Humans ,Biomacromolecule-Ligand Interactions ,Enzyme Inhibitors ,lcsh:Science ,Biochemistry Simulations ,Biology ,Multidisciplinary ,biology ,Chemistry ,Enzyme Classes ,lcsh:R ,Chymase ,Rational design ,Active site ,Substrate (chemistry) ,Computational Biology ,Enzymes ,Molecular Docking Simulation ,Small Molecules ,Drug Design ,biology.protein ,lcsh:Q ,Biophysic Al Simulations ,Pharmacophore ,Medicinal Chemistry ,Research Article ,Biotechnology - Abstract
Human chymase catalyzes the hydrolysis of peptide bonds. Three chymase inhibitors with very similar chemical structures but highly different inhibitory profiles towards the hydrolase function of chymase were selected with the aim of elucidating the origin of disparities in their biological activities. As a substrate (angiotensin-I) bound crystal structure is not available, molecular docking was performed to dock the substrate into the active site. Molecular dynamics simulations of chymase complexes with inhibitors and substrate were performed to calculate the binding orientation of inhibitors and substrate as well as to characterize conformational changes in the active site. The results elucidate details of the 3D chymase structure as well as the importance of K40 in hydrolase function. Binding mode analysis showed that substitution of a heavier Cl atom at the phenyl ring of most active inhibitor produced a great deal of variation in its orientation causing the phosphinate group to interact strongly with residue K40. Dynamics simulations revealed the conformational variation in region of V36-F41 upon substrate and inhibitor binding induced a shift in the location of K40 thus changing its interactions with them. Chymase complexes with the most active compound and substrate were used for development of a hybrid pharmacophore model which was applied in databases screening. Finally, hits which bound well at the active site, exhibited key interactions and favorable electronic properties were identified as possible inhibitors for chymase. This study not only elucidates inhibitory mechanism of chymase inhibitors but also provides key structural insights which will aid in the rational design of novel potent inhibitors of the enzyme. In general, the strategy applied in the current study could be a promising computational approach and may be generally applicable to drug design for other enzymes.
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- 2013
37. Multi-conformation dynamic pharmacophore modeling of the peroxisome proliferator-activated receptor γ for the discovery of novel agonists
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Songmi Kim, Young-sik Sohn, Yuno Lee, Keun Woo Lee, Yongseong Kim, Sundarapandian Thangapandian, Jung-Keun Suh, Chanin Park, and Hyong-Ha Kim
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Amino Acid Motifs ,Peroxisome proliferator-activated receptor ,Computational biology ,Molecular Dynamics Simulation ,Rosiglitazone ,Small Molecule Libraries ,Drug Discovery ,Materials Chemistry ,Cluster Analysis ,Humans ,Physical and Theoretical Chemistry ,Receptor ,Spectroscopy ,chemistry.chemical_classification ,Virtual screening ,Binding Sites ,Hydrogen Bonding ,Peroxisome ,Computer Graphics and Computer-Aided Design ,Combinatorial chemistry ,Molecular Docking Simulation ,PPAR gamma ,chemistry ,Thiazolidinediones ,Pharmacophore ,Protein Binding - Abstract
Activation of the peroxisome proliferator-activated receptor γ (PPARγ) is important for the treatment of type 2 diabetes and obesity through the regulation of glucose metabolism and fatty acid accumulation. Hence, the discovery of novel PPARγ agonists is necessary to overcome these diseases. In this study, a newly developed approach, multi-conformation dynamic pharmacophore modeling (MCDPM), was used for screening candidate compounds that can properly bind PPARγ. Highly populated structures obtained from molecular dynamics (MD) simulations were selected by clustering analysis. Based on these structures, pharmacophore models were generated from the ligand-binding pocket and then validated to check the rationality. Consequently, two hits were retrieved as final candidates by utilizing virtual screening and molecular docking simulations. These compounds can be used in the design of novel PPARγ agonists.
- Published
- 2013
38. Discovery of potent inhibitors for interleukin-2-inducible T-cell kinase: structure-based virtual screening and molecular dynamics simulation approaches
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Keun Woo Lee, C. Meganathan, Sugunadevi Sakkiah, Jayavelu Venkat Narayanan, and Yuno Lee
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Protein Data Bank (RCSB PDB) ,Computational biology ,Molecular Dynamics Simulation ,Molecular Docking Simulation ,Catalysis ,LigandScout ,Protein Structure, Secondary ,Inorganic Chemistry ,Small Molecule Libraries ,Structure-Activity Relationship ,Protein structure ,Drug Discovery ,Humans ,Physical and Theoretical Chemistry ,Protein Kinase Inhibitors ,Virtual screening ,Binding Sites ,Chemistry ,Drug discovery ,Organic Chemistry ,Hydrogen Bonding ,Protein-Tyrosine Kinases ,Combinatorial chemistry ,Computer Science Applications ,High-Throughput Screening Assays ,Protein Structure, Tertiary ,Kinetics ,Computational Theory and Mathematics ,Benzamides ,Thermodynamics ,Pharmacophore ,Hydrophobic and Hydrophilic Interactions ,Protein Binding - Abstract
In our study, a structure-based virtual screening study was conducted to identify potent ITK inhibitors, as ITK is considered to play an important role in the treatment of inflammatory diseases. We developed a structure-based pharmacophore model using the crystal structure (PDB ID: 3MJ2) of ITK complexed with BMS-50944. The most predictive model, SB-Hypo1, consisted of six features: three hydrogen-bond acceptors (HBA), one hydrogen-bond donor (HBD), one ring aromatic (RA), and one hydrophobic (HY). The statistical significance of SB-Hypo1 was validated using wide range of test set molecules and a decoy set. The resulting well-validated model could then be confidently used as a 3D query to screen for drug-like molecules in a database, in order to retrieve new chemical scaffolds that may be potent ITK inhibitors. The hits retrieved from this search were filtered based on the maximum fit value, drug-likeness, and ADMET properties, and the hits that were retained were used in a molecular docking study to find the binding mode and molecular interactions with crucial residues at the active site of the protein. These hits were then fed into a molecular dynamics simulation to study the flexibility of the activation loop of ITK upon ligand binding. This combination of methodologies is a valuable tool for identifying structurally diverse molecules with desired biological activities, and for designing new classes of selective ITK inhibitors.
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- 2012
39. Comparative molecular modeling study of Arabidopsis NADPH-dependent thioredoxin reductase and its hybrid protein
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Songmi Kim, Yuno Lee, Keun Woo Lee, Jeong Chan Moon, Sundarapandian Thangapandian, Swan Hwang, Sang Yeol Lee, Prettina Lazar, Youngsik Shon, and Kyun Oh Lee
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Thioredoxin reductase ,Arabidopsis ,lcsh:Medicine ,Biochemistry ,Biophysics Simulations ,chemistry.chemical_compound ,Catalytic Domain ,Biochemical Simulations ,Biochemistry Simulations ,lcsh:Science ,Flavin adenine dinucleotide ,Multidisciplinary ,biology ,Isoenzymes ,Flavin-Adenine Dinucleotide ,Biophysic Al Simulations ,Thioredoxin ,Research Article ,Protein Structure ,Thioredoxin-Disulfide Reductase ,animal structures ,Arabidopsis Thaliana ,Recombinant Fusion Proteins ,Two-hybrid screening ,Molecular Sequence Data ,Biophysics ,Electrons ,Molecular Dynamics Simulation ,Cofactor ,Electron Transport ,Structure-Activity Relationship ,Electron transfer ,Model Organisms ,Plant and Algal Models ,Amino Acid Sequence ,Cysteine ,Biology ,Arabidopsis Proteins ,lcsh:R ,Proteins ,Computational Biology ,Active site ,biology.organism_classification ,Protein Structure, Tertiary ,chemistry ,biology.protein ,lcsh:Q ,NADP ,Molecular Chaperones - Abstract
2-Cys peroxiredoxins (Prxs) play important roles in the protection of chloroplast proteins from oxidative damage. Arabidopsis NADPH-dependent thioredoxin reductase isotype C (AtNTRC) was identified as efficient electron donor for chloroplastic 2-Cys Prx-A. There are three isotypes (A, B, and C) of thioredoxin reductase (TrxR) in Arabidopsis. AtNTRA contains only TrxR domain, but AtNTRC consists of N-terminal TrxR and C-terminal thioredoxin (Trx) domains. AtNTRC has various oligomer structures, and Trx domain is important for chaperone activity. Our previous experimental study has reported that the hybrid protein (AtNTRA-(Trx-D)), which was a fusion of AtNTRA and Trx domain from AtNTRC, has formed variety of structures and shown strong chaperone activity. But, electron transfer mechanism was not detected at all. To find out the reason of this problem with structural basis, we performed two different molecular dynamics (MD) simulations on AtNTRC and AtNTRA-(Trx-D) proteins with same cofactors such as NADPH and flavin adenine dinucleotide (FAD) for 50 ns. Structural difference has found from superimposition of two structures that were taken relatively close to average structure. The main reason that AtNTRA-(Trx-D) cannot transfer the electron from TrxR domain to Trx domain is due to the difference of key catalytic residues in active site. The long distance between TrxR C153 and disulfide bond of Trx C387-C390 has been observed in AtNTRA-(Trx-D) because of following reasons: i) unstable and unfavorable interaction of the linker region, ii) shifted Trx domain, and iii) different or weak interface interaction of Trx domains. This study is one of the good examples for understanding the relationship between structure formation and reaction activity in hybrid protein. In addition, this study would be helpful for further study on the mechanism of electron transfer reaction in NADPH-dependent thioredoxin reductase proteins.
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- 2012
40. A novel competitive class of α-glucosidase inhibitors: (E)-1-phenyl-3-(4-styrylphenyl)urea derivatives
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Jun Young Kim, Young-Soo Kim, Young Bae Ryu, Hyung Won Ryu, Ji Won Lee, Yuno Lee, Woo Song Lee, Ki Hun Park, Marcus J. Curtis-Long, Songmi Kim, and Keun Woo Lee
- Subjects
Chemistry ,Stereochemistry ,α glucosidase ,Phenylurea Compounds ,Organic Chemistry ,alpha-Glucosidases ,Saccharomyces cerevisiae ,Biochemistry ,Chemical synthesis ,Binding, Competitive ,chemistry.chemical_compound ,Kinetics ,Structure-Activity Relationship ,Non-competitive inhibition ,Urea ,Molecular Medicine ,Potency ,Moiety ,Glycoside hydrolase ,Glycoside Hydrolase Inhibitors ,Urea derivatives ,Enzyme Inhibitors ,Molecular Biology - Abstract
Competitive glycosidase inhibitors are generally sugar mimics that are costly and tedious to obtain because they require challenging and elongated chemical synthesis, which must be stereo- and regiocontrolled. Here, we show that readily accessible achiral (E)-1-phenyl-3-(4-strylphenyl)ureas are potent competitive α-glucosidase inhibitors. A systematic synthesis study shows that the 1-phenyl moiety on the urea is critical for ensuring competitive inhibition, and substituents on both terminal phenyl groups contribute to inhibition potency. The most potent inhibitor, compound 12 (IC(50)=8.4 μM, K(i)=3.2 μM), manifested a simple slow-binding inhibition profile for α-glucosidase with the kinetic parameters k(3)=0.005256 μM(-1) min(-1), k(4)=0.003024 min(-1), and K(i)(app) =0.5753 μM.
- Published
- 2010
41. Binding Mode Analyses and Pharmacophore Model Development for Stilbene Derivatives as a Novel and Competitive Class of α-Glucosidase Inhibitors
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Jun Young Kim, Songmi Kim, Yuno Lee, Keun Woo Lee, Byeongwoo Kim, Siu Kim, Ki Hun Park, Swan Hwang, and Mahreen Arooj
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Models, Molecular ,Molecular model ,Structure Prediction ,Ligands ,Molecular Dynamics ,Biochemistry ,Molecular Docking Simulation ,Molecular dynamics ,Computational Chemistry ,Endocrinology ,Protein structure ,Stilbenes ,Drug Discovery ,Macromolecular Structure Analysis ,Theoretical Pharmacology ,Enzyme Inhibitors ,Multidisciplinary ,Hydrogen bond ,Chemistry ,Genomics ,Enzymes ,Thermodynamics ,Medicine ,Pharmacophore ,Hydrophobic and Hydrophilic Interactions ,Protein Binding ,Research Article ,Protein Structure ,Drugs and Devices ,Stereochemistry ,Science ,Molecular Sequence Data ,Glutamic Acid ,Saccharomyces cerevisiae ,Molecular Dynamics Simulation ,Inhibitory Concentration 50 ,Bacillus cereus ,Glycoside Hydrolase Inhibitors ,Pharmacokinetics ,Amino Acid Sequence ,Homology modeling ,Biology ,Diabetic Endocrinology ,Reproducibility of Results ,Computational Biology ,Hydrogen Bonding ,alpha-Glucosidases ,Diabetes Mellitus Type 2 ,Kinetics ,Pharmacodynamics ,Structural Homology, Protein ,Docking (molecular) ,Enzyme Structure ,Sequence Alignment - Abstract
Stilbene urea derivatives as a novel and competitive class of non-glycosidic α-glucosidase inhibitors are effective for the treatment of type II diabetes and obesity. The main purposes of our molecular modeling study are to explore the most suitable binding poses of stilbene derivatives with analyzing the binding affinity differences and finally to develop a pharmacophore model which would represents critical features responsible for α-glucosidase inhibitory activity. Three-dimensional structure of S. cerevisiae α-glucosidase was built by homology modeling method and the structure was used for the molecular docking study to find out the initial binding mode of compound 12, which is the most highly active one. The initial structure was subjected to molecular dynamics (MD) simulations for protein structure adjustment at compound 12-bound state. Based on the adjusted conformation, the more reasonable binding modes of the stilbene urea derivatives were obtained from molecular docking and MD simulations. The binding mode of the derivatives was validated by correlation analysis between experimental Ki value and interaction energy. Our results revealed that the binding modes of the potent inhibitors were engaged with important hydrogen bond, hydrophobic, and π-interactions. With the validated compound 12-bound structure obtained from combining approach of docking and MD simulation, a proper four featured pharmacophore model was generated. It was also validated by comparison of fit values with the Ki values. Thus, these results will be helpful for understanding the relationship between binding mode and bioactivity and for designing better inhibitors from stilbene derivatives.
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- 2014
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42. Molecular Modeling Study on Tunnel Behavior in Different Histone Deacetylase Isoforms
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Keun Woo Lee, Yuno Lee, Venkatesh Arulalapperumal, Sundarapandian Thangapandian, and Shalini John
- Subjects
Models, Molecular ,Protein Conformation ,lcsh:Medicine ,Molecular Dynamics ,Ligands ,Biochemistry ,Biophysics Simulations ,Computational Chemistry ,Catalytic Domain ,Drug Discovery ,Biomacromolecule-Ligand Interactions ,Biochemistry Simulations ,lcsh:Science ,chemistry.chemical_classification ,Multidisciplinary ,biology ,Enzyme structure ,Enzymes ,Amino acid ,Isoenzymes ,Chemistry ,Histone ,Research Article ,Protein Binding ,Gene isoform ,Protein Structure ,Molecular Sequence Data ,Biophysics ,Molecular Dynamics Simulation ,Isozyme ,Histone Deacetylases ,Humans ,Amino Acid Sequence ,Protein Interactions ,Biology ,Binding Sites ,HDAC11 ,Cofactors ,lcsh:R ,Proteins ,Active site ,Histone Deacetylase Inhibitors ,chemistry ,Small Molecules ,Enzyme Structure ,biology.protein ,lcsh:Q ,Histone deacetylase ,Sequence Alignment - Abstract
Histone deacetylases (HDACs) have emerged as effective therapeutic targets in the treatment of various diseases including cancers as these enzymes directly involved in the epigenetic regulation of genes. However the development of isoform-selective HDAC inhibitors has been a challenge till date since all HDAC enzymes possess conserved tunnel-like active site. In this study, using molecular dynamics simulation we have analyzed the behavior of tunnels present in HDAC8, 10, and 11 enzymes of class I, II, and IV, respectively. We have identified the equivalent tunnel forming amino acids in these three isoforms and found that they are very much conserved with subtle differences to be utilized in selective inhibitor development. One amino acid, methionine of HDAC8, among six tunnel forming residues is different in isoforms of other classes (glutamic acid (E) in HDAC10 and leucine (L) in HDAC 11) based on which mutations were introduced in HDAC11, the less studied HDAC isoform, to observe the effects of this change. The HDAC8-like (L268M) mutation in the tunnel forming residues has almost maintained the deep and narrow tunnel as present in HDAC8 whereas HDAC10-like (L268E) mutation has changed the tunnel wider and shallow as observed in HDAC10. These results explained the importance of the single change in the tunnel formation in different isoforms. The observations from this study can be utilized in the development of isoform-selective HDAC inhibitors.
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- 2012
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43. Identification of blocker binding site in mouse TRESK by molecular modeling and mutational studies
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Dawon Kang, Hyun-Min Tak, Songmi Kim, Swan Hwang, Jaehee Han, Yuno Lee, Hye-Jin Park, Young-sik Sohn, and Keun Woo Lee
- Subjects
K2P channel ,Potassium Channels ,1,2-Dipalmitoylphosphatidylcholine ,Molecular model ,Protein Conformation ,Stereochemistry ,Phenylalanine ,DNA Mutational Analysis ,Lipid Bilayers ,Molecular Sequence Data ,Molecular Conformation ,Biophysics ,Ligands ,Transfection ,Biochemistry ,Molecular Docking Simulation ,Mice ,Protein structure ,Molecular dynamics simulation ,Animals ,Humans ,TRESK (TWIK-related spinal cord K+ channel) ,Amino Acid Sequence ,Homology modeling ,Molecular docking simulation ,Binding site ,Lipid bilayer ,Ions ,Alanine ,Binding Sites ,Blocker binding site ,Sequence Homology, Amino Acid ,Chemistry ,Cell Biology ,Transmembrane protein ,Electrophysiology ,HEK293 Cells ,Docking (molecular) ,Mutagenesis, Site-Directed - Abstract
TWIK (tandem-pore domain weak inward rectifying K(+))-related spinal cord K(+) channel, TRESK, a member of the tandem-pore domain K(+) channel family, is the most recently cloned K(2P) channel. TRESK is highly expressed in dorsal root ganglion neuron, a pain sensing neuron, which is a target for analgesics. In this study, a reliable 3D structure for transmembrane (TM) region of mouse TRESK (mTRESK) was constructed, and then the reasonable blocker binding mode of the protein was investigated. The 3D structure of the mTRESK built by homology modeling method was validated with recommend value of stereochemical quality. Based on the validated structure, K(+) channel blocker-bound conformation was obtained by molecular docking and 5ns MD simulation with DPPC lipid bilayer. Our docking study provides the plausible binding mode of known blockers with key interacting residues, especially, F156 and F364. Finally, these modeling results were verified by experimental study with mutation from phenylalanine to alanine (F156A, F364A and F156A/F364A) at the TM2 and TM4. This is the first modeling study for TRESK that can provide structural information of the protein including ligand binding information. These results can be useful in structure based drug design for finding new blockers of the TRESK as potential therapeutic target of pain treatment.
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- View/download PDF
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