Abstract:
:Virtual screening of small molecules against a protein target often identifies the correct pose, but the ranking in terms of binding energy remains a difficult problem, resulting in unacceptable numbers of false positives and negatives. To investigate this problem, the performance of three docking programs, FRED, QXP/FLO, and GLIDE, along with their five different scoring functions, was evaluated with the engineered cavity in cytochrome c peroxidase (CCP). This small cavity is negatively charged and completely buried from solvent. A test set of 60 molecules, experimentally identified as 43 "binders" and 17 "non-binders", were tested with the CCP binding site. The docking methods' performance is quantified by the ROC curve and their reproduction of crystal poses. The effects from generation of different ligand tautomers and inclusion of water molecule in the cavity are also discussed.
journal_name
J Chem Inf Modeljournal_title
Journal of chemical information and modelingauthors
Deng W,Verlinde CLdoi
10.1021/ci800154wsubject
Has Abstractpub_date
2008-10-01 00:00:00pages
2010-20issue
10eissn
1549-9596issn
1549-960Xjournal_volume
48pub_type
杂志文章abstract::Moving to a new country, with a different culture and a new environment, is not an easy decision. In this perspective, I present some reasons that made me, a Brazilian computational biochemist, move abroad to do postdoctoral research and some of the challenges I faced before and after moving. ...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.9b00764
更新日期:2020-02-24 00:00:00
abstract::The binding affinity and relative maximal efficacy of human A3 adenosine receptor (AR) agonists were each subjected to ligand-based three-dimensional quantitative structure-activity relationship analysis. Comparative molecular field analysis (CoMFA) and comparative molecular similarity indices analysis (CoMSIA) used a...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci600501z
更新日期:2007-05-01 00:00:00
abstract::We report here on long-time all-atomistic molecular dynamics simulations of functional supramolecular nanotubes composed by the self-assembly of peptide-drug amphiphiles (DAs). These DAs have been shown to possess an inherently high drug loading of the hydrophobic anticancer drug camptothecin. We probe the self-assemb...
journal_title:Journal of chemical information and modeling
pub_type: 信件
doi:10.1021/acs.jcim.8b00193
更新日期:2018-06-25 00:00:00
abstract::We investigate unexpectedly short non-covalent distances (<85% of the sum of van der Waals radii) in X-ray crystal structures of proteins. We curate over 11 000 high-quality protein crystal structures and an ultra-high-resolution (1.2 Å or better) subset containing >900 structures. Although our non-covalent distance c...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.9b00144
更新日期:2019-05-28 00:00:00
abstract::The important role of water molecules in protein-ligand binding energetics has attracted wide attention in recent years. A range of computational methods has been developed to predict the favorable locations of water molecules in a protein binding pocket. Most of the current methods are based on extensive molecular dy...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.9b00619
更新日期:2020-09-28 00:00:00
abstract::With the emergence of large collections of protein-ligand complexes complemented by binding data, as found in PDBbind or BindingMOAD, new opportunities for parametrizing and evaluating scoring functions have arisen. With huge data collections available, it becomes feasible to fit scoring functions in a QSAR style, i.e...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci100264e
更新日期:2010-11-22 00:00:00
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
更新日期:2016-04-25 00:00:00
abstract::Molecular channel exploration perseveres to be the prominent solution for eliciting structure and accessibility of active site and other internal spaces of macromolecules. The volume and silhouette characterization of these channels provides answers for the issues of substrate access and ligand swapping between the ob...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci200584f
更新日期:2012-02-27 00:00:00
abstract::Flavins are versatile biological cofactors which catalyze proton-coupled electron transfers (PCET) with varying number and coupling of electrons. Flavin-mediated oxidations of nicotinamide adenine dinucleotide (NADH) and of succinate, initial redox reactions in cellular respiration, were examined here with multiconfig...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.0c00945
更新日期:2020-12-28 00:00:00
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
更新日期:2012-12-21 00:00:00
abstract::We develop the idea that the use of ad hoc molecular descriptors in QSAR/QSPR studies is not an optimal solution. Instead, we propose to optimize these descriptors for the specific properties under study. In the case of topological indices (TIs) we propose the use of the generalized topological indices (GTIs), which a...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci600448b
更新日期:2007-05-01 00:00:00
abstract::Discovery of new antibacterial agents is a never-ending task of medicinal chemistry. Every new drug brings significant improvement to patients with bacterial infections, but prolonged usage of antibacterials leads to the emergence of resistant strains. Therefore, novel active structures with new modes of action are re...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.9b00436
更新日期:2019-11-25 00:00:00
abstract::Fragment complementation is gaining an increasing impact as a nonperturbing method to probe noncovalent interactions within protein supersecondary structures. In this study, the fast Fourier transform rigid-body docking algorithm ZDOCK has been employed for in silico reconstitution of the calcium binding protein calbi...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci0501995
更新日期:2005-09-01 00:00:00
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
更新日期:2013-07-22 00:00:00
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
更新日期:2006-03-01 00:00:00
abstract::This work is aimed at describing the workflow for a methodology that combines chemoinformatics and pharmacoepidemiology methods and at reporting the first predictive model developed with this methodology. The new model is able to predict complex networks of AIDS prevalence in the US counties, taking into consideration...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci400716y
更新日期:2014-03-24 00:00:00
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
更新日期:2014-08-25 00:00:00
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
更新日期:2014-09-22 00:00:00
abstract::Novel statistical potentials derived from known protein structures are presented. They are designed to describe cation-pi and amino-pi interactions between a positively charged amino acid or an amino acid carrying a partially charged amino group and an aromatic moiety. These potentials are based on the propensity of r...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci050395b
更新日期:2006-03-01 00:00:00
abstract::A compound's synthetic accessibility (SA) is an important aspect of drug design, since in some cases computer-designed compounds cannot be synthesized. There have been several reports on SA prediction, most of which have focused on the difficulties of synthetic reactions based on retro-synthesis analyses, reaction dat...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci500568d
更新日期:2014-12-22 00:00:00
abstract::The α2a adrenoceptor is a medically relevant subtype of the G protein-coupled receptor family. Unfortunately, high-throughput techniques aimed at producing novel drug leads for this receptor have been largely unsuccessful because of the complex pharmacology of adrenergic receptors. As such, cutting-edge in silico liga...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.0c01019
更新日期:2021-01-25 00:00:00
abstract::HackaMol is an open source, object-oriented toolkit written in Modern Perl that organizes atoms within molecules and provides chemically intuitive attributes and methods. The library consists of two components: HackaMol, the core that contains classes for storing and manipulating molecular information, and HackaMol::X...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci500359e
更新日期:2015-04-27 00:00:00
abstract::An essential feature of all practical de novo molecule generating programs is the ability to focus the potential combinatorial explosion of grown molecules on a desired chemical space. It is a daunting task to balance the generation of new molecules with limitations on growth that produce desired features such as stab...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci9000458
更新日期:2009-07-01 00:00:00
abstract::Random Forest regression (RF), Partial-Least-Squares (PLS) regression, Support Vector Machines (SVM), and Artificial Neural Networks (ANN) were used to develop QSPR models for the prediction of aqueous solubility, based on experimental data for 988 organic molecules. The Random Forest regression model predicted aqueou...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci060164k
更新日期:2007-01-01 00:00:00
abstract::In this study, we aimed to develop a new ligand-based virtual screening approach using an effective shape-overlapping procedure and a more robust scoring function (denoted by the HWZ score for convenience). The HWZ score-based virtual screening approach was tested against the compounds for 40 protein targets available...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci200617d
更新日期:2012-04-23 00:00:00
abstract::Chemical structure extraction from documents remains a hard problem because of both false positive identification of structures during segmentation and errors in the predicted structures. Current approaches rely on handcrafted rules and subroutines that perform reasonably well generally but still routinely encounter s...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.8b00669
更新日期:2019-03-25 00:00:00
abstract::Machine learning has exhibited powerful capabilities in many areas. However, machine learning models are mostly database dependent, requiring a new model if the database changes. Therefore, a universal model is highly desired to accommodate the widest variety of databases. Fortunately, this universality may be achieve...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.8b00878
更新日期:2019-05-28 00:00:00
abstract::A major concern of chemogenomics is to associate drug activity with biological variables. Several reports have clustered cell line drug activity profiles as well as drug activity-gene expression correlation profiles and noted that the resulting groupings differ but still reflect mechanism of action. The present paper ...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci060073n
更新日期:2007-01-01 00:00:00
abstract::The reuptake of neurotransmitters by dopamine, norepinephrine, and serotonin transporters during neuronal transmission requires a sodium gradient. An "ionic mode" of binding proposes that aspartate anchors the ligand's positive charge but ignores the direct role of sodium in ligand binding seen in the only representat...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci700255d
更新日期:2008-07-01 00:00:00
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
更新日期:2018-09-24 00:00:00