Free enthalpies of replacing water molecules in protein binding pockets.

Abstract:

:Water molecules in the binding pocket of a protein and their role in ligand binding have increasingly raised interest in recent years. Displacement of such water molecules by ligand atoms can be either favourable or unfavourable for ligand binding depending on the change in free enthalpy. In this study, we investigate the displacement of water molecules by an apolar probe in the binding pocket of two proteins, cyclin-dependent kinase 2 and tRNA-guanine transglycosylase, using the method of enveloping distribution sampling (EDS) to obtain free enthalpy differences. In both cases, a ligand core is placed inside the respective pocket and the remaining water molecules are converted to apolar probes, both individually and in pairs. The free enthalpy difference between a water molecule and a CH(3) group at the same location in the pocket in comparison to their presence in bulk solution calculated from EDS molecular dynamics simulations corresponds to the binding free enthalpy of CH(3) at this location. From the free enthalpy difference and the enthalpy difference, the entropic contribution of the displacement can be obtained too. The overlay of the resulting occupancy volumes of the water molecules with crystal structures of analogous ligands shows qualitative correlation between experimentally measured inhibition constants and the calculated free enthalpy differences. Thus, such an EDS analysis of the water molecules in the binding pocket may give valuable insight for potency optimization in drug design.

journal_name

J Comput Aided Mol Des

authors

Riniker S,Barandun LJ,Diederich F,Krämer O,Steffen A,van Gunsteren WF

doi

10.1007/s10822-012-9620-8

subject

Has Abstract

pub_date

2012-12-01 00:00:00

pages

1293-309

issue

12

eissn

0920-654X

issn

1573-4951

journal_volume

26

pub_type

杂志文章
  • Categorical QSAR models for skin sensitization based on local lymph node assay measures and both ground and excited state 4D-fingerprint descriptors.

    abstract::In previous studies we have developed categorical QSAR models for predicting skin-sensitization potency based on 4D-fingerprint (4D-FP) descriptors and in vivo murine local lymph node assay (LLNA) measures. Only 4D-FP derived from the ground state (GMAX) structures of the molecules were used to build the QSAR models. ...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-008-9190-y

    authors: Liu J,Kern PS,Gerberick GF,Santos-Filho OA,Esposito EX,Hopfinger AJ,Tseng YJ

    更新日期:2008-06-01 00:00:00

  • Active site similarity between human and Plasmodium falciparum phosphodiesterases: considerations for antimalarial drug design.

    abstract::The similarity between Plasmodium falciparum phosphodiesterase enzymes (PfPDEs) and their human counterparts have been examined and human PDE9A was found to be a suitable template for the construction of homology models for each of the four PfPDE isoforms. In contrast, the architecture of the active sites of each mode...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-011-9458-5

    authors: Howard BL,Thompson PE,Manallack DT

    更新日期:2011-08-01 00:00:00

  • Congestion game scheduling for virtual drug screening optimization.

    abstract::In virtual drug screening, the chemical diversity of hits is an important factor, along with their predicted activity. Moreover, interim results are of interest for directing the further research, and their diversity is also desirable. In this paper, we consider a problem of obtaining a diverse set of virtual screenin...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-017-0093-7

    authors: Nikitina N,Ivashko E,Tchernykh A

    更新日期:2018-02-01 00:00:00

  • Molecular dynamics simulations of oligonucleotides in solution: visualization of intrinsic curvature.

    abstract::We have undertaken molecular dynamics simulations on the d(CGCAAAAAAGCG).d(CGCTTTTTTGCG) dodecamer in solution. In this study, we focus on aspects of conformation and dynamics, including the possibility of cross-strand hydrogen bonds. We compare our results with those from crystallography as well as infrared, Raman an...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/BF00126748

    authors: de Souza ON,Goodfellow JM

    更新日期:1994-06-01 00:00:00

  • Computer simulation of the binding of amonafide and azonafide to DNA.

    abstract::Intercalative binding of the antitumor drugs amonafide and azonafide to the oligonucleotide duplex d(GGCCGGCCGG).d(CCGGCCGGCC) was compared using molecular dynamics in vacuum with the AMBER force field. A number of reasonable possible binding conformations were obtained, with the azonafide complexes favored over the a...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/BF00402824

    authors: Bear S,Remers WA

    更新日期:1996-04-01 00:00:00

  • Rational creation and systematic analysis of cervical cancer kinase-inhibitor binding profile.

    abstract::The kinase-regulatory cell signaling networks play a central role in the pathogenesis of human cervical cancer (hCC). However, only few kinase inhibitors have been successfully developed for treatment of this cancer to date. Considering that the active sites of protein kinases are highly conserved and small-molecule i...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-019-00211-1

    authors: Han M,Sun D

    更新日期:2019-07-01 00:00:00

  • Molecular mechanics calculations on deaminooxytocin and on deamino-arginine-vasopressin and its analogues.

    abstract::The backbone conformations of the cyclic moieties of 1-[beta-mercaptopropionic acid]-oxytocin [( Mpa1]-OT), [1-beta-mercaptopropionic acid]-arginine-vasopressin [( Mpa1]-AVP), [1-(beta'-mercapto-beta,beta-cyclopentamethylene)propionic acid]-arginine-vasopressin [( Cpp1]-AVP), and [1-thiosalicylic acid]-arginine-vasopr...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/BF01532991

    authors: Liwo A,Tempczyk A,Grzonka Z

    更新日期:1989-01-01 00:00:00

  • The SAMPL4 hydration challenge: evaluation of partial charge sets with explicit-water molecular dynamics simulations.

    abstract::We used blind predictions of the 47 hydration free energies in the SAMPL4 challenge to test multiple partial charge models in the context of explicit solvent free energy simulations with the general AMBER force field. One of the partial charge models, IPolQ-Mod, is a fast continuum solvent-based implementation of the ...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-014-9714-6

    authors: Muddana HS,Sapra NV,Fenley AT,Gilson MK

    更新日期:2014-03-01 00:00:00

  • D3R Grand Challenge 4: ligand similarity and MM-GBSA-based pose prediction and affinity ranking for BACE-1 inhibitors.

    abstract::The Drug Design Data Resource (D3R) Grand Challenges present an opportunity to assess, in the context of a blind predictive challenge, the accuracy and the limits of tools and methodologies designed to help guide pharmaceutical drug discovery projects. Here, we report the results of our participation in the D3R Grand ...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-019-00249-1

    authors: Sasmal S,El Khoury L,Mobley DL

    更新日期:2020-02-01 00:00:00

  • Characterization of dipeptidylcarboxypeptidase of Leishmania donovani: a molecular model for structure based design of antileishmanials.

    abstract::Leishmania donovani dipeptidylcarboxypeptidsae (LdDCP), an angiotensin converting enzyme (ACE) related metallopeptidase has been identified and characterized as a putative drug target for antileishmanial chemotherapy. The kinetic parameters for LdDCP with substrate, Hip-His-Leu were determined as, Km, 4 mM and Vmax, 1...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-009-9315-y

    authors: Baig MS,Kumar A,Siddiqi MI,Goyal N

    更新日期:2010-01-01 00:00:00

  • LASSO-ligand activity by surface similarity order: a new tool for ligand based virtual screening.

    abstract::Virtual Ligand Screening (VLS) has become an integral part of the drug discovery process for many pharmaceutical companies. Ligand similarity searches provide a very powerful method of screening large databases of ligands to identify possible hits. If these hits belong to new chemotypes the method is deemed even more ...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-007-9164-5

    authors: Reid D,Sadjad BS,Zsoldos Z,Simon A

    更新日期:2008-06-01 00:00:00

  • Computational insights into the interaction mechanism of triazolyl substituted tetrahydrobenzofuran derivatives with H(+),K(+)-ATPase at different pH.

    abstract::The interaction mechanism of triazolyl substituted tetrahydrobenzofuran derivatives (compound 1 (N, N-Dipropyl-1-(2-phenyl-4,5,6,7-tetrahydrobenzofuran-4-yl)-1H-1,2,3-triazole-4-methanamine) and 2 (1-(2-Phenyl-4,5,6,7-tetrahydrobenzofuran-4-yl)-4-(morpholin-4-ylmethyl)-1H-1,2,3-triazole)) with H(+),K(+)-ATPase at diff...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-015-9886-8

    authors: Luo HJ,Wang JZ,Huang NY,Deng WQ,Zou K

    更新日期:2016-01-01 00:00:00

  • Evaluation and application of multiple scoring functions for a virtual screening experiment.

    abstract::In order to identify novel chemical classes of factor Xa inhibitors, five scoring functions (FlexX, DOCK, GOLD, ChemScore and PMF) were engaged to evaluate the multiple docking poses generated by FlexX. The compound collection was composed of confirmed potent factor Xa inhibitors and a subset of the LeadQuest screenin...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1023/b:jcam.0000047812.39758.ab

    authors: Xing L,Hodgkin E,Liu Q,Sedlock D

    更新日期:2004-05-01 00:00:00

  • Exploring the stability of ligand binding modes to proteins by molecular dynamics simulations.

    abstract::The binding mode prediction is of great importance to structure-based drug design. The discrimination of various binding poses of ligand generated by docking is a great challenge not only to docking score functions but also to the relatively expensive free energy calculation methods. Here we systematically analyzed th...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-016-0005-2

    authors: Liu K,Watanabe E,Kokubo H

    更新日期:2017-02-01 00:00:00

  • Functionality map analysis of the active site cleft of human thrombin.

    abstract::The Multiple Copy Simultaneous Search methodology has been used to construct functionality maps for an extended region of human thrombin, including the active site. This method allows the determination of energetically favorable positions and orientations for functional groups defined by the user on the three-dimensio...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/BF00124460

    authors: Grootenhuis PD,Karplus M

    更新日期:1996-02-01 00:00:00

  • Modern drug design: the implication of using artificial neuronal networks and multiple molecular dynamic simulations.

    abstract::We report the implementation of molecular modeling approaches developed as a part of the 2016 Grand Challenge 2, the blinded competition of computer aided drug design technologies held by the D3R Drug Design Data Resource ( https://drugdesigndata.org/ ). The challenge was focused on the ligands of the farnesoid X rece...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-017-0085-7

    authors: Yakovenko O,Jones SJM

    更新日期:2018-01-01 00:00:00

  • Improving database enrichment through ensemble docking.

    abstract::While it may seem intuitive that using an ensemble of multiple conformations of a receptor in structure-based virtual screening experiments would necessarily yield improved enrichment of actives relative to using just a single receptor, it turns out that at least in the p38 MAP kinase model system studied here, a very...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-008-9182-y

    authors: Rao S,Sanschagrin PC,Greenwood JR,Repasky MP,Sherman W,Farid R

    更新日期:2008-09-01 00:00:00

  • Hydrophobic molecular similarity from MST fractional contributions to the octanol/water partition coefficient.

    abstract::The use of a recently proposed hydrophobic similarity index for the alignment of molecules and the prediction of their differences in biological activity is described. The hydrophobic similarity index exploits atomic contributions to the octanol/water transfer free energy, which are evaluated by means of the fractiona...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-005-7928-3

    authors: Muñoz-Muriedas J,Perspicace S,Bech N,Guccione S,Orozco M,Luque FJ

    更新日期:2005-06-01 00:00:00

  • Count on kappa.

    abstract::In the 1960s, the kappa statistic was introduced for the estimation of chance agreement in inter- and intra-rater reliability studies. The kappa statistic was strongly pushed by the medical field where it could be successfully applied via analyzing diagnoses of identical patient groups. Kappa is well suited for classi...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-014-9759-6

    authors: Czodrowski P

    更新日期:2014-11-01 00:00:00

  • Identification of novel target sites and an inhibitor of the dengue virus E protein.

    abstract::Dengue and related flaviviruses represent a significant global health threat. The envelope glycoprotein E mediates virus attachment to a host cell and the subsequent fusion of viral and host cell membranes. The fusion process is driven by conformational changes in the E protein and is an essential step in the virus li...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-009-9263-6

    authors: Yennamalli R,Subbarao N,Kampmann T,McGeary RP,Young PR,Kobe B

    更新日期:2009-06-01 00:00:00

  • The IUPAC aqueous and non-aqueous experimental pKa data repositories of organic acids and bases.

    abstract::Accurate and well-curated experimental pKa data of organic acids and bases in both aqueous and non-aqueous media are invaluable in many areas of chemical research, including pharmaceutical, agrochemical, specialty chemical and property prediction research. In pharmaceutical research, pKa data are relevant in ligand de...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-014-9764-9

    authors: Slater AM

    更新日期:2014-10-01 00:00:00

  • Pattern-free generation and quantum mechanical scoring of ring-chain tautomers.

    abstract::In contrast to the computational generation of conventional tautomers, the analogous operation that would produce ring-chain tautomers is rarely available in cheminformatics codes. This is partly due to the perceived unimportance of ring-chain tautomerism and partly because specialized algorithms are required to reali...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-020-00334-w

    authors: Levine DS,Watson MA,Jacobson LD,Dickerson CE,Yu HS,Bochevarov AD

    更新日期:2020-08-24 00:00:00

  • 3D-QSAR and docking studies on 4-anilinoquinazoline and 4-anilinoquinoline epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors.

    abstract::The overexpression and/or mutation of the epidermal growth factor receptor (EGFR) tyrosine kinase has been observed in many human solid tumors, and is under intense investigation as a novel anticancer molecular target. Comparative 3D-QSAR analyses using different alignments were undertaken employing comparative molecu...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1023/b:jcam.0000004622.13865.4f

    authors: Assefa H,Kamath S,Buolamwini JK

    更新日期:2003-08-01 00:00:00

  • Improving small molecule force fields by identifying and characterizing small molecules with inconsistent parameters.

    abstract::Many molecular simulation methods use force fields to help model and simulate molecules and their behavior in various environments. Force fields are sets of functions and parameters used to calculate the potential energy of a chemical system as a function of the atomic coordinates. Despite the widespread use of force ...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-020-00367-1

    authors: Ehrman JN,Lim VT,Bannan CC,Thi N,Kyu DY,Mobley DL

    更新日期:2021-01-28 00:00:00

  • ANLIZE: a molecular mechanics force field visualization tool and its application to 18-crown-6.

    abstract::We describe a software tool that allows one to visualize and analyze the importance of each individual steric interaction in a molecular mechanics force field. ANLIZE is presently implemented for the Dreiding force field for use with the Cerius2 software package, but could be implemented in any molecular mechanics pac...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1023/a:1008070106973

    authors: Stolworthy LD,Shirts RB

    更新日期:1997-03-01 00:00:00

  • Comparison of conformer distributions in the crystalline state with conformational energies calculated by ab initio techniques.

    abstract::The conformational preferences of 12 molecular substructures in the crystalline state have been determined and compared with those predicted for relevant model compounds by ab initio molecular orbital calculations. Least-squares regression shows that there is a statistically significant correlation between the crystal...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/BF00355046

    authors: Allen FH,Harris SE,Taylor R

    更新日期:1996-06-01 00:00:00

  • Semi-rigid analogues of the calcium antagonist verapamil: a molecular modelling study.

    abstract::In this work the rigid-analogue approach has been used to obtain information on the active conformation(s) of the calcium antagonist verapamil. A series of semi-rigid analogues of verapamil were synthesized and their biological activities evaluated on guinea-pig heart and aorta. These molecules were analysed by means ...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/BF00119863

    authors: Romanelli MN,Dei S,Scapecchi S,Teodori E,Gualtieri F,Budriesi R,Mannhold R

    更新日期:1994-04-01 00:00:00

  • An insight to the molecular interactions of the FDA approved HIV PR drugs against L38L↑N↑L PR mutant.

    abstract::The aspartate protease of the human immune deficiency type-1 virus (HIV-1) has become a crucial antiviral target in which many useful antiretroviral inhibitors have been developed. However, it seems the emergence of new HIV-1 PR mutations enhances drug resistance, hence, the available FDA approved drugs show less acti...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-018-0099-9

    authors: Sanusi ZK,Govender T,Maguire GEM,Maseko SB,Lin J,Kruger HG,Honarparvar B

    更新日期:2018-03-01 00:00:00

  • Mutation-mediated influences on binding of anaplastic lymphoma kinase to crizotinib decoded by multiple replica Gaussian accelerated molecular dynamics.

    abstract::Anaplastic lymphoma kinase (ALK) has been thought to be a prospective target of anti-drug resistance design in treatment of tumors and specific neuron diseases. It is highly useful for the seeking of possible strategy alleviating drug resistance to probe the mutation-mediated effect on binding of inhibitors to ALK. In...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-020-00355-5

    authors: Chen J,Wang W,Sun H,Pang L,Yin B

    更新日期:2020-12-01 00:00:00

  • Improving homology modeling of G-protein coupled receptors through multiple-template derived conserved inter-residue interactions.

    abstract::Evidenced by the three-rounds of G-protein coupled receptors (GPCR) Dock competitions, improving homology modeling methods of helical transmembrane proteins including the GPCRs, based on templates of low sequence identity, remains an eminent challenge. Current approaches addressing this challenge adopt the philosophy ...

    journal_title:Journal of computer-aided molecular design

    pub_type: 杂志文章

    doi:10.1007/s10822-014-9823-2

    authors: Chaudhari R,Heim AJ,Li Z

    更新日期:2015-05-01 00:00:00