1.Nucleobase-substituted ponatinib analogues: Molecular docking, short molecular dynamics, and drug-likeness profiling
Vince Lambert H. Padilla ; Glenn V. Alea
Philippine Journal of Health Research and Development 2024;28(2):56-66
Objectives:
This study aims to assess the drug-likeness and binding of nucleobase-substituted ponatinib analogues towards wild-type and T315I mutant BCR-ABL tyrosine kinases.
Methodology:
A total of 415 ponatinib analogues, encompassing single and combinatorial modifications on five parts of the drug
were generated, profiled in SwissADME, and subjected to molecular docking using AutoDock4. Complexes formed by the top
analogues then underwent a 100-ns molecular dynamics simulation with GROMACS.
Results:
Analogues featuring the replacement of the imidazo[1,2b]pyridazine with adenine and cytosine exhibited promising binding
free energies, attributed to the presence of primary amines that facilitate crucial hydrogen bond interactions in the hinge region.
RMSD, RMSF, and atomic distance analyses of the MD trajectories revealed that the six top analogues formed stable complexes in
their inactive DFG-out conformations. Changes in the MMPBSA and MMGBSA-calculated free energies were mainly driven by
changes in hydrogen bonds. Furthermore, drug-likeness predictions supported the formulation of most analogues for oral
administration.
Conclusion
Among the top analogues, VP10004 and VP81014 exhibited the most favorable binding free energies and interactions
with the target models, while VP10312 was identified as the most feasible candidate for synthesis.
Hydrogen Bonding
;
Molecular Dynamics Simulation
;
Molecular Docking Simulation
2.Structure-guided engineering for improving the thermal stability of zearalenone hydrolase.
Ailin GUAN ; Meng ZHANG ; Fei XU
Chinese Journal of Biotechnology 2023;39(8):3336-3350
Zearalenone is one of the most widely polluted Fusarium toxins in the world, seriously endangering livestock and human health. Zearalenone hydrolase (ZHD) derived from Clonostachys rosea can effectively degrade zearalenone. However, the high temperature environment in feed processing hampers the application of this enzyme. Structure-based rational design may provide guidance for engineering the thermal stability of enzymes. In this paper, we used the multiple structure alignment (MSTA) to screen the structural flexibility regions of ZHD. Subsequently, a candidate mutation library was constructed by sequence conservation scoring and conformational free energy calculation, from which 9 single point mutations based on residues 136 and 220 were obtained. The experiments showed that the thermal melting temperature (Tm) of the 9 mutants increased by 0.4-5.6 ℃. The S220R and S220W mutants showed the best thermal stability, the Tm of which increased by 5.6 ℃ and 4.0 ℃ compared to that of the wild type. Moreover, the thermal half-inactivation time at 45 ℃ were 15.4 times and 3.1 times longer, and the relative activities were 70.6% and 57.3% of the wild type. Molecular dynamics simulation analysis showed that the interaction force at and around the mutation site was enhanced, contributing to the improved thermal stability of ZHD. The probability of 220-K130 hydrogen bond of the mutants S220R and S220W increased by 37.1% and 19.3%, and the probability of K130-D223 salt bridge increased by 30.1% and 12.5%, respectively. This work demonstrated the feasibility of thermal stability engineering strategy where the structural and sequence alignment as well as free energy calculation of natural enzymes were integrated, and obtained ZHD variants with enhanced thermal stability, which may facilitate the industrial application of ZHD.
Humans
;
Hydrolases
;
Zearalenone
;
Trichothecenes
;
Gene Library
;
Hydrogen Bonding
3.Construction and application of pharmacophore model of human carboxylesterase 2 inhibitors.
Jing-Fang ZHANG ; Yan-Cheng LI ; Gui-Yang XIA ; Yun-Qing SONG ; Ling-Yan WANG ; Peng-Cheng LIN ; Guang-Bo GE ; Sheng LIN
China Journal of Chinese Materia Medica 2021;46(3):638-644
According to human carboxylesterase 2(hCE2) inhibitors reported in the literature, the pharmacophore model of hCE2 inhibitors was developed using HipHop module in Discovery Studio 2016. The optimized pharmacophore model, which was validated by test set, contained two hydrophobic, one hydrogen bond acceptor, and one aromatic ring features. Using the pharmacophore model established, 5 potential hCE2 inhibitors(CS-1,CS-2,CS-3,CS-6 and CS-8) were screened from 20 compounds isolated from the roots of Paeonia lactiflora, which were further confirmed in vitro, with the IC_(50) values of 5.04, 5.21, 5.95, 6.64 and 7.94 μmol·L~(-1), respectively. The results demonstrated that the pharmacophore model exerted excellent forecasting ability with high precision, which could be applied to screen novel hCE2 inhibitors from Chinese medicinal materials.
Carboxylesterase/metabolism*
;
Humans
;
Hydrogen Bonding
;
Hydrophobic and Hydrophilic Interactions
4.Prediction of potential drug interactions of apigenin based on molecular docking and in vitro inhibition experiments.
Qi WANG ; Ya-Dan WANG ; Jian-Bo YANG ; Yue LIU ; Hai-Ruo WEN ; Shuang-Cheng MA
China Journal of Chinese Materia Medica 2019;44(18):4043-4047
The purpose of this study was to investigate the effect of apigenin on UGT1 A1 enzyme activity and to predict the potential drug-drug interaction of apigenin in clinical use. First,on the basis of previous experiments,the binding targets and binding strength of apigenin to UGT1 A1 enzyme were predicted by computer molecular docking method. Then the inhibitory effect of apigenin on UGT1 A1 enzyme was evaluated by in vitro human liver microsomal incubation system. Molecular docking results showed that apigenin was docked into the active region of UGT1 A1 enzyme protein F,consistent with the active region of bilirubin docking,with moderate affinity. Apigenin flavone mother nucleus mainly interacted with amino acid residues ILE343 and VAL345 to form hydrophobic binding Pi-Alkyl. At the same time,the hydroxyl group on the mother nucleus and the amino acid residue LYS346 formed an additional hydrogen bond,which increased the binding of the molecule to the protein. These results suggested that the flavonoid mother nucleus structure had a special structure binding to the enzyme protein UGT1 A1,and the introduction of hydroxyl groups into the mother nucleus can increase the binding ability. In vitro inhibition experiments showed that apigenin had a moderate inhibitory effect on UGT1 A1 enzyme in a way of competitive inhibition,which was consistent with the results of molecular docking. The results of two experiments showed that apigenin was the substrate of UGT1 A1 enzyme,which could inhibit the activity of UGT1 A1 enzyme competitively,and there was a risk of drug interaction between apigenin and UGT1 A1 enzyme substrate in clinical use.
Apigenin/chemistry*
;
Bilirubin/chemistry*
;
Drug Interactions
;
Glucuronosyltransferase/metabolism*
;
Humans
;
Hydrogen Bonding
;
Microsomes, Liver/drug effects*
;
Molecular Docking Simulation
5.Garcinexanthone G, a Selective Butyrylcholinesterase Inhibitor from the Stem Bark of Garcinia atroviridis
Kooi Yeong KHAW ; Vikneswaran MURUGAIYAH ; Melati KHAIRUDDEAN ; Wen Nee TAN
Natural Product Sciences 2018;24(2):88-92
The present study was undertaken to investigate the isolated compounds from the stem bark of Garcinia atroviridis as potential cholinesterase inhibitors and the ligand-enzyme interactions of selected bioactive compounds in silico. The in vitro cholinesterase results showed that quercetin (3) was the most active AChE inhibitor (12.65 ± 1.57 µg/ml) while garcinexanthone G (6) was the most active BChE inhibitor (18.86 ± 2.41 µg/ml). It is noteworthy to note that compound 6 was a selective inhibitor with the selectivity index of 11.82. Molecular insight from docking interaction further substantiate that orientation of compound 6 in the catalytic site which enhanced its binding affinity as compared to other xanthones. The nature of protein-ligand interactions of compound 6 is mainly hydrogen bonding, and the hydroxyl group of compound 6 at C-10 is vital in BChE inhibition activity. Therefore, compound 6 is a notable lead for further drug design and development of BChE selective inhibitor.
Butyrylcholinesterase
;
Catalytic Domain
;
Cholinesterase Inhibitors
;
Cholinesterases
;
Computer Simulation
;
Drug Design
;
Garcinia
;
Hydrogen Bonding
;
In Vitro Techniques
;
Quercetin
;
Xanthones
6.Analysis of phenotypes and genetic mutations in two pedigrees affected with hereditary protein C deficiency.
Lihong YANG ; Yanhui JIN ; Ting YANG ; Xiaoli CHEN ; Liqing ZHU ; Mingshan WANG
Chinese Journal of Medical Genetics 2017;34(1):10-14
OBJECTIVETo explore the pathogenesis of protein C deficiency in two pedigrees through mutation detection and model analysis.
METHODSChromogenic substrate method and enzyme linked immunosorbent assay (ELISA) were used to determine the plasma protein C activity (PC: A) and protein C antigen (PC: Ag) in the two probands and their family members. All of the 9 exons and intron-exon boundaries of the PROC gene were amplified by PCR and analyzed with Sanger sequencing after purification. Corresponding mutate sites of the family members were also amplified and sequenced. The PolyPhen-2 software was used to analyze the perniciousness of the mutations and Clustal X was to analyze the conservatism. The protein model and amino acids interaction of the mutations were analyzed by Swiss-PdbViewer software.
RESULTSThe PC: A and PC: Ag of proband 1 was 30% and 35%, while PC:A of his father, mother and aunt were all slightly under the reference range. Two heterozygous missense mutations were found in exons 7 and 5 of the PROC gene, namely c.565 C>T (p.Arg147Trp) and c.383 G>A (p.Gly86Asp). His father and aunt were carriers for c.565 C>T, while his mother had carried c.383 G>A. The PC: A of proband 2 and his son were 50% and 64%, respectively. And they were both positive for p.Arg147Trp. Analysis of PolyPhen-2 indicated that p.Arg147Trp was benign, while p.Gly86Asp was damaging. Clustal X analysis indicated that the p.Arg147Trp was non-conservative, while the p.Gly86Asp was highly conservative. Modeling for the mutant proteins revealed that the simple aromatic ring of Trp147 in p.Arg147Trp destroyed the two hydrogen bonds between Arg147-Lys146 and Arg147-Lys151, and steric hindranted with Arg178. The side chain of Asp86 extended and generated steric clash with Gln90 with the occurrence of p.Gly86Asp. The change of hydrogen bonds and steric effects has altered the spatial configuration of amino acids, which led to unstable mutate proteins and interfered with the secretion.
CONCLUSIONBoth probands had hereditary protein C deficiencies, for which their parents were all carriers. The heterozygous mutations p.Arg147Trp and p.Gly86Asp were the main cause for PC: A activity decrease. Among these, p.Gly86Asp was discovered for the first time.
Base Sequence ; Child ; DNA Mutational Analysis ; methods ; Family Health ; Female ; Heterozygote ; Humans ; Hydrogen Bonding ; Male ; Middle Aged ; Models, Molecular ; Mutation ; Pedigree ; Phenotype ; Protein C ; chemistry ; genetics ; metabolism ; Protein C Deficiency ; blood ; genetics ; Protein Domains
7.Understand spiciness: mechanism of TRPV1 channel activation by capsaicin.
Protein & Cell 2017;8(3):169-177
Capsaicin in chili peppers bestows the sensation of spiciness. Since the discovery of its receptor, transient receptor potential vanilloid 1 (TRPV1) ion channel, how capsaicin activates this channel has been under extensive investigation using a variety of experimental techniques including mutagenesis, patch-clamp recording, crystallography, cryo-electron microscopy, computational docking and molecular dynamic simulation. A framework of how capsaicin binds and activates TRPV1 has started to merge: capsaicin binds to a pocket formed by the channel's transmembrane segments, where it takes a "tail-up, head-down" configuration. Binding is mediated by both hydrogen bonds and van der Waals interactions. Upon binding, capsaicin stabilizes the open state of TRPV1 by "pull-and-contact" with the S4-S5 linker. Understanding the ligand-host interaction will greatly facilitate pharmaceutical efforts to develop novel analgesics targeting TRPV1.
Binding Sites
;
Capsaicin
;
chemistry
;
pharmacokinetics
;
Humans
;
Hydrogen Bonding
;
Protein Binding
;
TRPV Cation Channels
;
chemistry
;
genetics
;
metabolism
8.In Silico Study of miRNA Based Gene Regulation, Involved in Solid Cancer, by the Assistance of Argonaute Protein.
Surya Narayan RATH ; Debasrita DAS ; V Badireenath KONKIMALLA ; Sukanta Kumar PRADHAN
Genomics & Informatics 2016;14(3):112-124
Solid tumor is generally observed in tissues of epithelial or endothelial cells of lung, breast, prostate, pancreases, colorectal, stomach, and bladder, where several genes transcription is regulated by the microRNAs (miRNAs). Argonaute (AGO) protein is a family of protein which assists in miRNAs to bind with mRNAs of the target genes. Hence, study of the binding mechanism between AGO protein and miRNAs, and also with miRNAs-mRNAs duplex is crucial for understanding the RNA silencing mechanism. In the current work, 64 genes and 23 miRNAs have been selected from literatures, whose deregulation is well established in seven types of solid cancer like lung, breast, prostate, pancreases, colorectal, stomach, and bladder cancer. In silico study reveals, miRNAs namely, miR-106a, miR-21, and miR-29b-2 have a strong binding affinity towards PTEN, TGFBR2, and VEGFA genes, respectively, suggested as important factors in RNA silencing mechanism. Furthermore, interaction between AGO protein (PDB ID-3F73, chain A) with selected miRNAs and with miRNAs-mRNAs duplex were studied computationally to understand their binding at molecular level. The residual interaction and hydrogen bonding are inspected in Discovery Studio 3.5 suites. The current investigation throws light on understanding miRNAs based gene silencing mechanism in solid cancer.
Breast
;
Computer Simulation*
;
Endothelial Cells
;
Gene Silencing
;
Humans
;
Hydrogen Bonding
;
Lung
;
MicroRNAs*
;
Pancreas
;
Prostate
;
RNA Interference
;
RNA, Messenger
;
Stomach
;
Urinary Bladder
;
Urinary Bladder Neoplasms
9.Biomodifying effect of epigallocatechin-3-gallate on dentine substrate splicing surface.
Qiurong SUN ; Lisha GU ; Shiyu WU ; Zihua HUANG ; Sui MAI
Chinese Journal of Stomatology 2016;51(3):148-153
OBJECTIVETo investigate the effect of epigallocatechin-3-gallate (EGCG) on biomodification of demineralized dentine substrate, in its permeability, hydrophobicity, and inhibition ability to collagen enzymatic degradation.
METHODSThe dentine substrates were treated with simulated pulpal pressure created by mixtures of 0.02%, 0.1% EGCG/bovine serum albumin (BSA) in acidic environment (pH4.4) for 48 h. A fluid-transport model was used to measure the fluid permeability through demineralized dentine substrate. Positive replicas of dentine substrate were fabricated before and after being subjected to acidic environment for scanning electron microscope (SEM) examination. The blank group contained no EGCG and the positive group were treated with Gluma desensitizer. Static contact angle measurements on demineralized dentin and 0.1% EGCG primed dentin were performed by contact angle analyzer. The priming time were 60 s, 120 s, 0.5 h, 1 h. Dentine specimens bonded with Adper single bond 2 were subjected to 100 mg/L collagenase and observed under SEM. Resin-bonded specimens (with 0.02%, 0.1%, 0.5% EGCG priming, or without EGCG priming) were created for micro-tensile bond strength evaluation (MTBS). Resin-bonded specimens after thermol cycling were created for MTBS evaluation.
RESULTSThe fluid permeability in the blank control group increased ([151.3±22.3]%), the fluid permeability in 0.1% EGCG/BSA group decreased ([23.7±6.3]%). Compared to the blank control group, the contact angle of 120 s, 0.5 h, 1 h groups increased by 31.0%, 53.5%, 57.8% in deep dentin and 37.4%, 59.3%, 62.4% in shallow dentin. The SEM examination showed that 0.1% and 0.5% EGCG priming for 120 s significantly increased dentin collagen's resistance to collagenase. The immediate MTBS of 0.1% and 0.5% EGCG groups were (29.4±4.8) and (19.8± 4.9) MPa. After thermol cycling, the MTBS of 0.1% and 0.5% EGCG groups were (19.9±5.1) and (15.3± 6.3) MPa.
CONCLUSIONSUnder acidic environment (pH4.4), the 0.1% EGCG can reduce dentine permeability under acidic environment. The 0.1% EGCG can increase hydrophobicity of dentin substrate, and strengthen dentin substrate's resistance to collagenase hydrolysis, thus increased the resin-dentin bonding durability.
Acid Etching, Dental ; Catechin ; analogs & derivatives ; pharmacology ; Collagen ; chemistry ; drug effects ; Collagenases ; pharmacology ; Composite Resins ; Dental Bonding ; Dental Cements ; Dental Pulp ; Dentin ; chemistry ; drug effects ; Dentin Permeability ; drug effects ; Dentin-Bonding Agents ; Glutaral ; pharmacology ; Hydrogen-Ion Concentration ; Hydrolysis ; Methacrylates ; pharmacology ; Microscopy, Electron, Scanning ; Pressure ; Resin Cements ; Serum Albumin, Bovine ; pharmacology ; Tensile Strength ; Time Factors
10.Structural basis for complementary and alternative medicine: Phytochemical interaction with non-structural protein 2 protease-a reverse engineering strategy.
G Koushik KUMAR ; G PRASANNA ; T MARIMUTHU ; N T SARASWATHI
Chinese journal of integrative medicine 2015;21(6):445-452
OBJECTIVETo understand the druggability of the bioactive compounds from traditional herbal formulations "Nilavembu Kudineer" and "Swasthya Raksha Amruta Peya" to heal chikungunya virus (CHIKV) infection.
METHODSThe efficiency of twenty novel chemical entities from "Nilavembu Kudineer" and "Swasthya Raksha Amruta Peya" to inhibit CHIKV infection in silico were evaluated. Ligands were prepared using Ligprep module of Schrödinger. Active site was identified using SiteMap program. Grid box was generated using receptor grid generation wizard. Molecular docking was carried out using Grid Based Ligand Docking with Energetics (GLIDE) program.
RESULTSMolecular docking studies showed that among twenty compounds, andrographoside, deoxyandrographoside, neoandrographolide, 14-deoxy-11-oxoandrographolide, butoxone and oleanolic acid showed GLIDE extra precision (XP) score of -9.10, -8.72, -8.25, -7.38, -7.28 and -7.01, respectively which were greater than or comparable with chloroquine (reference compound) XP score (-7.08) and were found to interact with the key residues GLU 1043, LYS 1045, GLY 1176, LEU 1203, HIS 1222 and LYS 1239 which were characteristic functional unit crucial for replication of CHIKV.
CONCLUSIONThe binding affinity and the binding mode of chemical entities taken from herbal formulations with non-structural protein 2 protease were understood and our study provided a novel strategy in the development and design of drugs for CHIKV infection.
Antiviral Agents ; chemistry ; pharmacology ; Catalytic Domain ; Chikungunya virus ; drug effects ; enzymology ; Chloroquine ; chemistry ; pharmacology ; Complementary Therapies ; Cysteine Endopeptidases ; chemistry ; Drug Design ; Hydrogen Bonding ; Ligands ; Molecular Docking Simulation ; Phytochemicals ; chemistry ; Protein Structure, Secondary

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