Benchmarking of Semiempirical Quantum-Mechanical Methods on Systems Relevant to Computer-Aided Drug Design.

Abstract:

:The semiempirical quantum mechanical (SQM) methods used in drug design are commonly parametrized and tested on data sets of systems that may not be representative models for drug-biomolecule interactions in terms of both size and chemical composition. This is addressed here with a new benchmark data set, PLF547, derived from protein-ligand complexes, consisting of complexes of ligands with protein fragments (such as amino-acid side chains), with interaction energies based on MP2-F12 and DLPNO-CCSD(T) calculations. From these, composite benchmark interaction energies are also built for complexes of the ligand with the complete active site of the protein (PLA15 data set). These data sets are used to test multiple SQM methods with corrections for noncovalent interactions; the role of the solvation model in the calculations is tested as well.

journal_name

J Chem Inf Model

authors

Kříž K,Řezáč J

doi

10.1021/acs.jcim.9b01171

subject

Has Abstract

pub_date

2020-03-23 00:00:00

pages

1453-1460

issue

3

eissn

1549-9596

issn

1549-960X

journal_volume

60

pub_type

杂志文章
  • Supervised self-organizing maps in drug discovery. 2. Improvements in descriptor selection and model validation.

    abstract::The modeling of nonlinear descriptor-target relationships is a topic of considerable interest in drug discovery. We, herein, continue reporting the use of the self-organizing map-a nonlinear, topology-preserving pattern recognition technique that exhibits considerable promise in modeling and decoding these relationshi...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci0500841

    authors: Xiao YD,Harris R,Bayram E,Ii PS,Schmitt JD

    更新日期:2006-01-01 00:00:00

  • GalaxyDock: protein-ligand docking with flexible protein side-chains.

    abstract::An important issue in developing protein-ligand docking methods is how to incorporate receptor flexibility. Consideration of receptor flexibility using an ensemble of precompiled receptor conformations or by employing an effectively enlarged binding pocket has been reported to be useful. However, direct consideration ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300342z

    authors: Shin WH,Seok C

    更新日期:2012-12-21 00:00:00

  • Searching for recursively defined generic chemical patterns in nonenumerated fragment spaces.

    abstract::Retrieving molecules with specific structural features is a fundamental requirement of today's molecular database technologies. Estimates claim the chemical space relevant for drug discovery to be around 10⁶⁰ molecules. This figure is many orders of magnitude larger than the amount of molecules conventional databases ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci400107k

    authors: Ehrlich HC,Henzler AM,Rarey M

    更新日期:2013-07-22 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

  • Elements of nucleotide specificity in the Trypanosoma brucei mitochondrial RNA editing enzyme RET2.

    abstract::The causative agent of African sleeping sickness, Trypanosoma brucei , undergoes an unusual mitochondrial RNA editing process that is essential for its survival. RNA editing terminal uridylyl transferase 2 of T. brucei (TbRET2) is an indispensable component of the editosome machinery that performs this editing. TbR...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci3001327

    authors: Demir Ö,Amaro RE

    更新日期:2012-05-25 00:00:00

  • Improved Computation of Protein-Protein Relative Binding Energies with the Nwat-MMGBSA Method.

    abstract::A MMGBSA variant (here referred to as Nwat-MMGBSA), based on the inclusion of a certain number of explicit water molecules (Nwat) during the calculations, has been tested on a set of 20 protein-protein complexes, using the correlation between predicted and experimental binding energy as the evaluation metric. Besides ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.6b00196

    authors: Maffucci I,Contini A

    更新日期:2016-09-26 00:00:00

  • Comparative Binding Analysis of N-Acetylneuraminic Acid in Bovine Serum Albumin and Human α-1 Acid Glycoprotein.

    abstract::The present study focuses on the determination of the biologically significant N-acetylneuraminic acid (NANA) drug binding interaction mechanism between bovine serum albumin (BSA) and human α-1 acid glycoprotein (HAG) using various optical spectroscopy and computational methods. The steady state fluorescence spectrosc...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.8b00558

    authors: Karthikeyan S,Bharanidharan G,Ragavan S,Kandasamy S,Chinnathambi S,Udayakumar K,Mangaiyarkarasi R,Sundaramoorthy A,Aruna P,Ganesan S

    更新日期:2019-01-28 00:00:00

  • Machine Learning Enhanced Spectrum Recognition Based on Computer Vision (SRCV) for Intelligent NMR Data Extraction.

    abstract::A machine learning enhanced spectrum recognition system called spectrum recognition based on computer vision (SRCV) for data extraction from previously analyzed 13C and 1H NMR spectra has been developed. The intelligent system was designed with four function modules to extract data from three areas of NMR images, incl...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c01046

    authors: Jia W,Yang Z,Yang M,Cheng L,Lei Z,Wang X

    更新日期:2021-01-25 00:00:00

  • Instrument monitoring, data sharing, and archiving using Common Instrument Middleware Architecture (CIMA).

    abstract::The Common Instrument Middleware Architecture (CIMA) aims at Grid-enabling a wide range of scientific instruments and sensors to enable easy access to and sharing and storage of data produced by these instruments and sensors. This paper describes the implementation of CIMA applied to the field of single-crystal X-ray ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci050368l

    authors: Bramley R,Chiu K,Devadithya T,Gupta N,Hart C,Huffman JC,Huffman K,Ma Y,McMullen DF

    更新日期:2006-05-01 00:00:00

  • Adaptive BP-Dock: An Induced Fit Docking Approach for Full Receptor Flexibility.

    abstract::We present an induced fit docking approach called Adaptive BP-Dock that integrates perturbation response scanning (PRS) with the flexible docking protocol of RosettaLigand in an adaptive manner. We first perturb the binding pocket residues of a receptor and obtain a new conformation based on the residue response fluct...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00587

    authors: Bolia A,Ozkan SB

    更新日期:2016-04-25 00:00:00

  • Target-independent prediction of drug synergies using only drug lipophilicity.

    abstract::Physicochemical properties of compounds have been instrumental in selecting lead compounds with increased drug-likeness. However, the relationship between physicochemical properties of constituent drugs and the tendency to exhibit drug interaction has not been systematically studied. We assembled physicochemical descr...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci500276x

    authors: Yilancioglu K,Weinstein ZB,Meydan C,Akhmetov A,Toprak I,Durmaz A,Iossifov I,Kazan H,Roth FP,Cokol M

    更新日期:2014-08-25 00:00:00

  • Long-range effects of a peripheral mutation on the enzymatic activity of cytochrome P450 1A2.

    abstract::The human cytochrome P450 1A2 is an important drug metabolizing and procarcinogen activating enzyme. An experimental study found that a peripheral mutation, F186L, at ∼26 Å away from the enzyme's active site, caused a significant reduction in the enzymatic activity of 1A2 deethylation reactions. In this paper, we expl...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci200112b

    authors: Zhang T,Liu LA,Lewis DF,Wei DQ

    更新日期:2011-06-27 00:00:00

  • FlexAID: Revisiting Docking on Non-Native-Complex Structures.

    abstract::Small-molecule protein docking is an essential tool in drug design and to understand molecular recognition. In the present work we introduce FlexAID, a small-molecule docking algorithm that accounts for target side-chain flexibility and utilizes a soft scoring function, i.e. one that is not highly dependent on specifi...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00078

    authors: Gaudreault F,Najmanovich RJ

    更新日期:2015-07-27 00:00:00

  • In silico deconstruction of ATP-competitive inhibitors of glycogen synthase kinase-3β.

    abstract::Fragment-based methods have emerged in the last two decades as alternatives to traditional high throughput screenings for the identification of chemical starting points in drug discovery. One arguable yet popular assumption about fragment-based design is that the fragment binding mode remains conserved upon chemical e...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300355p

    authors: Bisignano P,Lambruschini C,Bicego M,Murino V,Favia AD,Cavalli A

    更新日期:2012-12-21 00:00:00

  • Molecular Structure-Based Large-Scale Prediction of Chemical-Induced Gene Expression Changes.

    abstract::The quantitative structure-activity relationship (QSAR) approach has been used to model a wide range of chemical-induced biological responses. However, it had not been utilized to model chemical-induced genomewide gene expression changes until very recently, owing to the complexity of training and evaluating a very la...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00281

    authors: Liu R,AbdulHameed MDM,Wallqvist A

    更新日期:2017-09-25 00:00:00

  • Benchmark performance of MultiCASE Inc. software in Ames mutagenicity set.

    abstract::The predictive performances of MC4PC were evaluated using its learning machine functionality. Its superior characteristics are demonstrated in this following up study using the newly published Ames mutagenicity benchmark set. ...

    journal_title:Journal of chemical information and modeling

    pub_type: 评论,信件

    doi:10.1021/ci1000899

    authors: Saiakhov RD,Klopman G

    更新日期:2010-09-27 00:00:00

  • Comparative Assessment of Scoring Functions: The CASF-2016 Update.

    abstract::In structure-based drug design, scoring functions are often employed to evaluate protein-ligand interactions. A variety of scoring functions have been developed so far, and thus, some objective benchmarks are desired for assessing their strength and weakness. The comparative assessment of scoring functions (CASF) benc...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.8b00545

    authors: Su M,Yang Q,Du Y,Feng G,Liu Z,Li Y,Wang R

    更新日期:2019-02-25 00:00:00

  • RED: a set of molecular descriptors based on Renyi entropy.

    abstract::New molecular descriptors, RED (Renyi entropy descriptors), based on the generalized entropies introduced by Renyi are presented. Topological descriptors based on molecular features have proven to be useful for describing molecular profiles. Renyi entropy is used as a variability measure to contract a feature-pair dis...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci900275w

    authors: Delgado-Soler L,Toral R,Tomás MS,Rubio-Martinez J

    更新日期:2009-11-01 00:00:00

  • Benchmark data sets for structure-based computational target prediction.

    abstract::Structure-based computational target prediction methods identify potential targets for a bioactive compound. Methods based on protein-ligand docking so far face many challenges, where the greatest probably is the ranking of true targets in a large data set of protein structures. Currently, no standard data sets for ev...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci500131x

    authors: Schomburg KT,Rarey M

    更新日期:2014-08-25 00:00:00

  • Efficiency of Stratification for Ensemble Docking Using Reduced Ensembles.

    abstract::Molecular docking can account for receptor flexibility by combining the docking score over multiple rigid receptor conformations, such as snapshots from a molecular dynamics simulation. Here, we evaluate a number of common snapshot selection strategies using a quality metric from stratified sampling, the efficiency of...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.8b00314

    authors: Xie B,Clark JD,Minh DDL

    更新日期:2018-09-24 00:00:00

  • FAME 3: Predicting the Sites of Metabolism in Synthetic Compounds and Natural Products for Phase 1 and Phase 2 Metabolic Enzymes.

    abstract::In this work we present the third generation of FAst MEtabolizer (FAME 3), a collection of extra trees classifiers for the prediction of sites of metabolism (SoMs) in small molecules such as drugs, druglike compounds, natural products, agrochemicals, and cosmetics. FAME 3 was derived from the MetaQSAR database ( Pedre...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00376

    authors: Šícho M,Stork C,Mazzolari A,de Bruyn Kops C,Pedretti A,Testa B,Vistoli G,Svozil D,Kirchmair J

    更新日期:2019-08-26 00:00:00

  • Structure-based design and screen of novel inhibitors for class II 3-hydroxy-3-methylglutaryl coenzyme A reductase from Streptococcus pneumoniae.

    abstract::3-Hydroxy-3-methylglutaryl coenzyme A reductase (HMGR) is a primary target in the current clinical treatment of hypercholesterolemia with specific inhibitors of "statin" family. Statins are excellent inhibitors of the class I (human) enzyme but relatively poor inhibitors of the class II enzyme, which are well-known as...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300163v

    authors: Li D,Gui J,Li Y,Feng L,Han X,Sun Y,Sun T,Chen Z,Cao Y,Zhang Y,Zhou L,Hu X,Ren Y,Wan J

    更新日期:2012-07-23 00:00:00

  • CoMFA, CoMSIA, and molecular hologram QSAR studies of novel neuronal nAChRs ligands-open ring analogues of 3-pyridyl ether.

    abstract::3-Pyridyl ethers are excellent nAChRs ligands, which show high subtype selectivity and binding affinity to alpha4beta2 nAChR. Although the quantitative structure-activity relationship (QSAR) of nAChRs ligands has been widely investigated using various classes of compounds, the open ring analogues of 3-pyridyl ethers h...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci0498113

    authors: Zhang H,Li H,Liu C

    更新日期:2005-03-01 00:00:00

  • The assembly-inducing laulimalide/peloruside a binding site on tubulin: molecular modeling and biochemical studies with [³H]peloruside A.

    abstract::We used synthetic peloruside A for the commercial preparation of [³H]peloruside A. The radiolabeled compound bound to preformed tubulin polymer in amounts stoichiometric with the polymer's tubulin content, with an apparent K(d) value of 0.35 μM. A less active peloruside A analogue, (11-R)-peloruside A and laulimalide ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci1002894

    authors: Nguyen TL,Xu X,Gussio R,Ghosh AK,Hamel E

    更新日期:2010-11-22 00:00:00

  • Sensitivity of Folding Molecular Dynamics Simulations to Even Minor Force Field Changes.

    abstract::We examine the sensitivity of folding molecular dynamics simulations on the choice between three variants of the same force field (the AMBER99SB force field and its ILDN, NMR-ILDN, and STAR-ILDN variants). Using two different peptide systems (a marginally stable helical peptide and a β-hairpin) and a grand total of mo...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.6b00493

    authors: Serafeim AP,Salamanos G,Patapati KK,Glykos NM

    更新日期:2016-10-24 00:00:00

  • Similarity searching in databases of flexible 3D structures using autocorrelation vectors derived from smoothed bounded distance matrices.

    abstract::This paper presents an exploratory study of a novel method for flexible 3-D similarity searching based on autocorrelation vectors and smoothed bounded distance matrices. Although the new approach is unable to outperform an existing 2-D similarity searching in terms of enrichment factors, it is able to retrieve differe...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci0503863

    authors: Rhodes N,Clark DE,Willett P

    更新日期:2006-03-01 00:00:00

  • Chemoinformatics-based classification of prohibited substances employed for doping in sport.

    abstract::Representative molecules from 10 classes of prohibited substances were taken from the World Anti-Doping Agency (WADA) list, augmented by molecules from corresponding activity classes found in the MDDR database. Together with some explicitly allowed compounds, these formed a set of 5245 molecules. Five types of fingerp...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci0601160

    authors: Cannon EO,Bender A,Palmer DS,Mitchell JB

    更新日期:2006-11-01 00:00:00

  • Energetics, Thermodynamics, and Molecular Recognition of Piperine with DNA.

    abstract::Piperine, the bioactive phytochemical from black pepper (Piper nigrum L.), is a nontoxic natural compound exhibiting many physiological and pharmacological properties. They include antioxidant, anti-inflammatory, antimutagenic, antitumor, antiapoptotic, antigenotoxic, antiarthritic, antifungal, antimicrobial, antidepr...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00514

    authors: Haris P,Mary V,Haridas M,Sudarsanakumar C

    更新日期:2015-12-28 00:00:00

  • DiSCuS: an open platform for (not only) virtual screening results management.

    abstract::DiSCuS, a "Database System for Compound Selection", has been developed. The primary goal of DiSCuS is to aid researchers in the steps subsequent to generating high-throughput virtual screening (HTVS) results, such as selection of compounds for further study, purchase, or synthesis. To do so, DiSCuS provides (1) a stor...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci400587f

    authors: Wójcikowski M,Zielenkiewicz P,Siedlecki P

    更新日期:2014-01-27 00:00:00

  • Training a scoring function for the alignment of small molecules.

    abstract::A comprehensive data set of aligned ligands with highly similar binding pockets from the Protein Data Bank has been built. Based on this data set, a scoring function for recognizing good alignment poses for small molecules has been developed. This function is based on atoms and hydrogen-bond projected features. The co...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci100227h

    authors: Chan SL,Labute P

    更新日期:2010-09-27 00:00:00