The molecular basis for the selectivity of tadalafil toward phosphodiesterase 5 and 6: a modeling study.

Abstract:

:Great attention has been paid to the clinical significance of phosphodiesterase 5 (PDE5) inhibitors, such as sildenafil, tadalafil, and vardenafil widely used for erectile dysfunction. However, sildenafil causes side effects on visual functions since it shows similar potencies to inhibit PDE5 and PDE6, whereas tadalafil gives a high selectivity of 1020-fold against PDE6. Till now, their molecular mechanisms of selectivity of PDE5 versus PDE6 have remained unknown in the absence of the crystal structure of PDE6. In order to elucidate its isoform-selective inhibitory mechanism, a 3D model of PDE6 was constructed by homology modeling, and its interaction patterns with tadalafil plus sildenafil were exploited by molecular docking, molecular dynamics (MD) simulations, and binding free energy calculations. The present work reveals that tadalafil exhibits a less negative predicted binding free energy of -35.21 kcal/mol with PDE6 compared with the value of -41.12 kcal/mol for PDE5, which suggests that tadalafil prefers PDE5 rather than PDE6 and confers a high selectivity for PDE5 versus PDE6. The binding free energy results for tadalafil were consistent with external bioassay studies (IC50 = 5100 and 5 nM toward PDE6 and PDE5, respectively). Two important residues from the Q2 pockets (Val782 and Leu804 in PDE5 and their corresponding Val738 and Met760 in PDE6) were further identified to account for the high selectivity of tadalafil for PDE5 versus PDE6. These findings have shed light on the continuous puzzle of why sildenafil (IC50 = 74 and 6 nM toward PDE6 and PDE5, respectively) causes visual disorders because of its poor selectivity but tadalafil does not. In addition, the homology model of PDE6 can be used to design more potent and selective second-generation PDE5 inhibitors with less inhibitory potency against PDE6.

journal_name

J Chem Inf Model

authors

Huang YY,Li Z,Cai YH,Feng LJ,Wu Y,Li X,Luo HB

doi

10.1021/ci400458z

subject

Has Abstract

pub_date

2013-11-25 00:00:00

pages

3044-53

issue

11

eissn

1549-9596

issn

1549-960X

journal_volume

53

pub_type

杂志文章
  • Molecular Simulation of αvβ6 Integrin Inhibitors.

    abstract::The urgent need for new treatments for the chronic lung disease idiopathic pulmonary fibrosis (IPF) motivates research into antagonists of the RGD binding integrin αvβ6, a protein linked to the initiation and progression of the disease. Molecular dynamics (MD) simulations of αvβ6 in complex with its natural ligand, pr...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c00254

    authors: Guest EE,Oatley SA,Macdonald SJF,Hirst JD

    更新日期:2020-11-23 00:00:00

  • FragPELE: Dynamic Ligand Growing within a Binding Site. A Novel Tool for Hit-To-Lead Drug Design.

    abstract::The early stages of drug discovery rely on hit-to-lead programs, where initial hits undergo partial optimization to improve binding affinities for their biological target. This is an expensive and time-consuming process, requiring multiple iterations of trial and error designs, an ideal scenario for applying computer ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00938

    authors: Perez C,Soler D,Soliva R,Guallar V

    更新日期:2020-03-23 00:00:00

  • Unraveling Energy and Dynamics Determinants to Interpret Protein Functional Plasticity: The Limonene-1,2-epoxide-hydrolase Case Study.

    abstract::The balance between structural stability and functional plasticity in proteins that share common three-dimensional folds is the key factor that drives protein evolvability. The ability to distinguish the parts of homologous proteins that underlie common structural organization patterns from the parts acting as regulat...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.6b00504

    authors: Rinaldi S,Gori A,Annovazzi C,Ferrandi EE,Monti D,Colombo G

    更新日期:2017-04-24 00:00:00

  • Lessons learned in empirical scoring with smina from the CSAR 2011 benchmarking exercise.

    abstract::We describe a general methodology for designing an empirical scoring function and provide smina, a version of AutoDock Vina specially optimized to support high-throughput scoring and user-specified custom scoring functions. Using our general method, the unique capabilities of smina, a set of default interaction terms ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300604z

    authors: Koes DR,Baumgartner MP,Camacho CJ

    更新日期:2013-08-26 00:00:00

  • Synergistic use of compound properties and docking scores in neural network modeling of CYP2D6 binding: predicting affinity and conformational sampling.

    abstract::Cytochrome P450 2D6 (CYP2D6) is used to develop an approach for predicting affinity and relevant binding conformation(s) for highly flexible binding sites. The approach combines the use of docking scores and compound properties as attributes in building a neural network (NN) model. It begins by identifying segments of...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci600267k

    authors: Bazeley PS,Prithivi S,Struble CA,Povinelli RJ,Sem DS

    更新日期:2006-11-01 00:00:00

  • Symplectic molecular dynamics simulations on specially designed parallel computers.

    abstract::We have developed a computer program for molecular dynamics (MD) simulation that implements the Split Integration Symplectic Method (SISM) and is designed to run on specialized parallel computers. The MD integration is performed by the SISM, which analytically treats high-frequency vibrational motion and thus enables ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci050216q

    authors: Borstnik U,Janezic D

    更新日期:2005-11-01 00:00:00

  • Conformational analysis of macrocycles: finding what common search methods miss.

    abstract::As computational drug design becomes increasingly reliant on virtual screening and on high-throughput 3D modeling, the need for fast, robust, and reliable methods for sampling molecular conformations has become greater than ever. Furthermore, chemical novelty is at a premium, forcing medicinal chemists to explore more...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci900238a

    authors: Bonnet P,Agrafiotis DK,Zhu F,Martin E

    更新日期:2009-10-01 00:00:00

  • PyCGTOOL: Automated Generation of Coarse-Grained Molecular Dynamics Models from Atomistic Trajectories.

    abstract::Development of coarse-grained (CG) molecular dynamics models is often a laborious process which commonly relies upon approximations to similar models, rather than systematic parametrization. PyCGTOOL automates much of the construction of CG models via calculation of both equilibrium values and force constants of inter...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00096

    authors: Graham JA,Essex JW,Khalid S

    更新日期:2017-04-24 00:00:00

  • Structure-based CoMFA as a predictive model - CYP2C9 inhibitors as a test case.

    abstract::In this study, we tried to establish a general scheme to create a model that could predict the affinity of small compounds to their target proteins. This scheme consists of a search for ligand-binding sites on a protein, a generation of bound conformations (poses) of ligands in each of the sites by docking, identifica...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci800313h

    authors: Yasuo K,Yamaotsu N,Gouda H,Tsujishita H,Hirono S

    更新日期:2009-04-01 00:00:00

  • ColBioS-FlavRC: a collection of bioselective flavonoids and related compounds filtered from high-throughput screening outcomes.

    abstract::Flavonoids, the vastest class of natural polyphenols, are extensively investigated for their multiple benefits on human health. Due to their physicochemical or biological properties, many representatives are considered to exhibit low selectivity among various protein targets or to plague high-throughput screening (HTS...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci5002668

    authors: Avram SI,Pacureanu LM,Bora A,Crisan L,Avram S,Kurunczi L

    更新日期:2014-08-25 00:00:00

  • Discovery of wild-type and Y181C mutant non-nucleoside HIV-1 reverse transcriptase inhibitors using virtual screening with multiple protein structures.

    abstract::To discover non-nucleoside inhibitors of HIV-1 reverse transcriptase (NNRTIs) that are effective against both wild-type (WT) virus and variants that encode the clinically troublesome Tyr181Cys (Y181C) RT mutation, virtual screening by docking was carried out using three RT structures and more than 2 million commercial...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci900068k

    authors: Nichols SE,Domaoal RA,Thakur VV,Tirado-Rives J,Anderson KS,Jorgensen WL

    更新日期:2009-05-01 00:00:00

  • Statistical Analysis on the Performance of Molecular Mechanics Poisson-Boltzmann Surface Area versus Absolute Binding Free Energy Calculations: Bromodomains as a Case Study.

    abstract::Binding free energy calculations that make use of alchemical pathways are becoming increasingly feasible thanks to advances in hardware and algorithms. Although relative binding free energy (RBFE) calculations are starting to find widespread use, absolute binding free energy (ABFE) calculations are still being explore...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00347

    authors: Aldeghi M,Bodkin MJ,Knapp S,Biggin PC

    更新日期:2017-09-25 00:00:00

  • Universal Activation Index for Class A GPCRs.

    abstract::An index of the activation of Class A G-protein-coupled receptors (GPCRs) has been trained using interhelix distances from a series of microsecond molecular-dynamics simulations and tested for 268 published X-ray structures. In a three-class model that includes intermediate structures, 63% of the active structures are...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00604

    authors: Ibrahim P,Wifling D,Clark T

    更新日期:2019-09-23 00:00:00

  • Evaluation of Generalized Born Models for Large Scale Affinity Prediction of Cyclodextrin Host-Guest Complexes.

    abstract::Binding affinity prediction with implicit solvent models remains a challenge in virtual screening for drug discovery. In order to assess the predictive power of implicit solvent models in docking techniques with Amber scoring, three generalized Born models (GBHCT, GBOBCI, and GBOBCII) available in Dock 6.7 were utiliz...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.6b00418

    authors: Zhang H,Yin C,Yan H,van der Spoel D

    更新日期:2016-10-24 00:00:00

  • Effect of data standardization on chemical clustering and similarity searching.

    abstract::Standardization is used to ensure that the variables in a similarity calculation make an equal contribution to the computed similarity value. This paper compares the use of seven different methods that have been suggested previously for the standardization of integer-valued or real-valued data, comparing the results w...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci800224h

    authors: Chu CW,Holliday JD,Willett P

    更新日期:2009-02-01 00:00:00

  • Estimation of carcinogenicity using molecular fragments tree.

    abstract::Carcinogenicity is an important toxicological endpoint that poses high concern to drug discovery. In this study, we developed a method to extract structural alerts (SAs) and modulating factors of carcinogens on the basis of statistical analyses. First, the Gaston algorithm, a frequent subgraph mining method, was used ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300266p

    authors: Wang Y,Lu J,Wang F,Shen Q,Zheng M,Luo X,Zhu W,Jiang H,Chen K

    更新日期:2012-08-27 00:00:00

  • Improving classical substructure-based virtual screening to handle extrapolation challenges.

    abstract::Target-oriented substructure-based virtual screening (sSBVS) of molecules is a promising approach in drug discovery. Yet, there are doubts whether sSBVS is suitable also for extrapolation, that is, for detecting molecules that are very different from those used for training. Herein, we evaluate the predictive power of...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci200472s

    authors: Biniashvili T,Schreiber E,Kliger Y

    更新日期:2012-03-26 00:00:00

  • Phosphorylation of Fibronectin Influences the Structural Stability of the Predicted Interchain Domain.

    abstract::As a key player in cell adhesion, the glycoprotein fibronectin is involved in the complex mechanobiology of the extracellular matrix. Although the function of many modules in the fibronectin molecule has already been understood, the structure and biological relevance of the C-terminal cross-linked region (CTXL) still ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00555

    authors: Kulke M,Uhrhan M,Geist N,Brüggemann D,Ohler B,Langel W,Köppen S

    更新日期:2019-10-28 00:00:00

  • Improved Prediction of Drug-Target Interactions Using Self-Paced Learning with Collaborative Matrix Factorization.

    abstract::Identifying drug-target interactions (DTIs) plays an important role in the field of drug discovery, drug side-effects, and drug repositioning. However, in vivo or biochemical experimental methods for identifying new DTIs are extremely expensive and time-consuming. Recently, in silico or various computational methods h...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00408

    authors: Xia LY,Yang ZY,Zhang H,Liang Y

    更新日期:2019-07-22 00:00:00

  • Support vector regression scoring of receptor-ligand complexes for rank-ordering and virtual screening of chemical libraries.

    abstract::The community structure-activity resource (CSAR) data sets are used to develop and test a support vector machine-based scoring function in regression mode (SVR). Two scoring functions (SVR-KB and SVR-EP) are derived with the objective of reproducing the trend of the experimental binding affinities provided within the ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci200078f

    authors: Li L,Wang B,Meroueh SO

    更新日期:2011-09-26 00:00:00

  • Consensus adaptation of fields for molecular comparison (AFMoC) models incorporate ligand and receptor conformational variability into tailor-made scoring functions.

    abstract::Taking into account dynamical behavior and/or structural inaccuracies of receptor-ligand systems becomes increasingly important in structure-based drug design. Here, we describe the development of consensus Adaptation of Fields for Molecular Comparison (AFMoC) (abbreviated as AFMoCcon) models that account for multiple...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci7002472

    authors: Breu B,Silber K,Gohlke H

    更新日期:2007-11-01 00:00:00

  • In Silico Classifiers for the Assessment of Drug Proarrhythmicity.

    abstract::Drug-induced torsade de pointes (TdP) is a life-threatening ventricular arrhythmia responsible for the withdrawal of many drugs from the market. Although currently used TdP risk-assessment methods are effective, they are expensive and prone to produce false positives. In recent years, in silico cardiac simulations hav...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c00201

    authors: Llopis-Lorente J,Gomis-Tena J,Cano J,Romero L,Saiz J,Trenor B

    更新日期:2020-10-26 00:00:00

  • Retrospect and Prospect of Single Particle Cryo-Electron Microscopy: The Class of Integral Membrane Proteins as an Example.

    abstract::A giant technological leap in the field of cryo-electron microscopy (cryo-EM) has assured the achievement of near-atomic resolution structures of biological macromolecules. As a recognition of this accomplishment, the Nobel Prize in Chemistry was awarded in 2017 to Jacques Dubochet, Joachim Frank, and Richard Henderso...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b01015

    authors: Akbar S,Mozumder S,Sengupta J

    更新日期:2020-05-26 00:00:00

  • Predicting the DNA Conductance Using a Deep Feedforward Neural Network Model.

    abstract::Double-stranded DNA (dsDNA) has been established as an efficient medium for charge migration, bringing it to the forefront of the field of molecular electronics and biological research. The charge migration rate is controlled by the electronic couplings between the two nucleobases of DNA/RNA. These electronic coupling...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c01072

    authors: Aggarwal A,Vinayak V,Bag S,Bhattacharyya C,Waghmare UV,Maiti PK

    更新日期:2021-01-25 00:00:00

  • New serotonin 5-HT(6) ligands from common feature pharmacophore hypotheses.

    abstract::Serotonin 5-HT6 receptor antagonists are thought to play an important role in the treatment of psychiatry, Alzheimer's disease, and probably obesity. To find novel and potent 5-HT6 antagonists and to provide a new idea for drug design, we used a ligand-based pharmacophore to perform the virtual screening of a commerci...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci700160t

    authors: Kim HJ,Doddareddy MR,Choo H,Cho YS,No KT,Park WK,Pae AN

    更新日期:2008-01-01 00:00:00

  • Kinetic Models of Cyclosporin A in Polar and Apolar Environments Reveal Multiple Congruent Conformational States.

    abstract::The membrane permeability of cyclic peptides and peptidomimetics, which are generally larger and more complex than typical drug molecules, is likely strongly influenced by the conformational behavior of these compounds in polar and apolar environments. The size and complexity of peptides often limit their bioavailabil...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.6b00251

    authors: Witek J,Keller BG,Blatter M,Meissner A,Wagner T,Riniker S

    更新日期:2016-08-22 00:00:00

  • Large-scale mining for similar protein binding pockets: with RAPMAD retrieval on the fly becomes real.

    abstract::Determination of structural similarities between protein binding pockets is an important challenge in in silico drug design. It can help to understand selectivity considerations, predict unexpected ligand cross-reactivity, and support the putative annotation of function to orphan proteins. To this end, Cavbase was dev...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci5005898

    authors: Krotzky T,Grunwald C,Egerland U,Klebe G

    更新日期:2015-01-26 00:00:00

  • Full and partial agonism of ionotropic glutamate receptors indicated by molecular dynamics simulations.

    abstract::Ionotropic glutamate receptors (iGluRs) are synaptic proteins that facilitate signal transmission in the central nervous system. Extracellular iGluR cleft closure is linked to receptor activation; however, the mechanism underlying partial agonism is not entirely understood. Full agonists close the bilobed ligand-bindi...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci2000055

    authors: Postila PA,Ylilauri M,Pentikäinen OT

    更新日期:2011-05-23 00:00:00

  • Cyclohexane-Based Scaffold Molecules Acting as Anion Transport, Anionophores, via Noncovalent Interactions.

    abstract::A theoretical study of a variety of cyclohexane-based anion transporters interacting with the chloride anion has been conducted using density functional theory. The calculations have been performed in the gas phase but also, in order to describe the solvation effects on the interaction, two different solvents-chlorofo...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00154

    authors: Sánchez-Sanz G,Trujillo C

    更新日期:2019-05-28 00:00:00

  • Structural protein-ligand interaction fingerprints (SPLIF) for structure-based virtual screening: method and benchmark study.

    abstract::Accurate and affordable assessment of ligand-protein affinity for structure-based virtual screening (SB-VS) is a standing challenge. Hence, empirical postdocking filters making use of various types of structure-activity information may prove useful. Here, we introduce one such filter based upon three-dimensional struc...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci500319f

    authors: Da C,Kireev D

    更新日期:2014-09-22 00:00:00