Structure-Based Rational Design of Novel Inhibitors Against Fructose-1,6-Bisphosphate Aldolase from Candida albicans.

Abstract:

:Class II fructose-1,6-bisphosphate aldolases (FBA-II) are attractive new targets for the discovery of drugs to combat invasive fungal infection, because they are absent in animals and higher plants. Although several FBA-II inhibitors have been reported, none of these inhibitors exhibit antifungal effect so far. In this study, several novel inhibitors of FBA-II from C. albicans (Ca-FBA-II) with potent antifungal effects were rationally designed by jointly using a specific protocols of molecular docking-based virtual screening, accurate binding-conformation evaluation strategy, synthesis and enzymatic assays. The enzymatic assays reveal that the compounds 3c, 3e-g, 3j and 3k exhibit high inhibitory activity against Ca-FBA-II (IC50 < 10 μM), and the most potential inhibitor is 3g, with IC50 value of 2.7 μM. Importantly, the compounds 3f, 3g, and 3l possess not only high inhibitions against Ca-FBA-II, but also moderate antifungal activities against C. glabrata (MIC80 = 4-64 μg/mL). The compounds 3g, 3l, and 3k in combination with fluconazole (8 μg/mL) displayed significantly synergistic antifungal activities (MIC80 < 0.0625 μg/mL) against resistant Candida strains, which are resistant to azoles drugs. The probable binding modes between 3g and the active site of Ca-FBA-II have been proposed by using the DOX (docking, ONIOM, and XO) strategy. To our knowledge, no FBA-II inhibitors with antifungal activities against wild type and resistant strains from Candida were reported previously. The positive results suggest that the strategy adopted in this study are a promising method for the discovery of novel drugs against azole-resistant fungal pathogens in the future.

journal_name

J Chem Inf Model

authors

Han X,Zhu X,Hong Z,Wei L,Ren Y,Wan F,Zhu S,Peng H,Guo L,Rao L,Feng L,Wan J

doi

10.1021/acs.jcim.6b00763

subject

Has Abstract

pub_date

2017-06-26 00:00:00

pages

1426-1438

issue

6

eissn

1549-9596

issn

1549-960X

journal_volume

57

pub_type

杂志文章
  • Isomerization and Decomposition of 2-Methylfuran with External Forces.

    abstract::The primary goal of this project was to evaluate the performance of the Standard and Enforced Geometry Optimization (SEGO) method which we have recently developed. The SEGO method has been designed for an automatic location of multiple minima on the molecular Potential Energy Surface (PES), and its usefulness has been...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00352

    authors: Brzyska A,Woliński K

    更新日期:2019-08-26 00:00:00

  • Identification of ligand templates using local structure alignment for structure-based drug design.

    abstract::With a rapid increase in the number of high-resolution protein-ligand structures, the known protein-ligand structures can be used to gain insight into ligand-binding modes in a target protein. On the basis of the fact that the structurally similar binding sites share information about their ligands, we have developed ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300178e

    authors: Lee HS,Im W

    更新日期:2012-10-22 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

  • Critical Assessment of the Hildebrand and Hansen Solubility Parameters for Polymers.

    abstract::Solubility parameter models are widely used to select suitable solvents/nonsolvents for polymers in a variety of processing and engineering applications. In this study, we focus on two well-established models, namely, the Hildebrand and Hansen solubility parameter models. Both models are built on the basis of the noti...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00656

    authors: Venkatram S,Kim C,Chandrasekaran A,Ramprasad R

    更新日期:2019-10-28 00:00:00

  • Interpretation of Quantitative Structure-Activity Relationship Models: Past, Present, and Future.

    abstract::This paper is an overview of the most significant and impactful interpretation approaches of quantitative structure-activity relationship (QSAR) models, their development, and application. The evolution of the interpretation paradigm from "model → descriptors → (structure)" to "model → structure" is indicated. The lat...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章,评审

    doi:10.1021/acs.jcim.7b00274

    authors: Polishchuk P

    更新日期:2017-11-27 00:00:00

  • Multifingerprint based similarity searches for targeted class compound selection.

    abstract::Molecular fingerprints are widely used for similarity-based virtual screening in drug discovery projects. In this paper we discuss the performance and the complementarity of nine two-dimensional fingerprints (Daylight, Unity, AlFi, Hologram, CATS, TRUST, Molprint 2D, ChemGPS, and ALOGP) in retrieving active molecules ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci0504723

    authors: Kogej T,Engkvist O,Blomberg N,Muresan S

    更新日期:2006-05-01 00:00:00

  • Cross-docking of inhibitors into CDK2 structures. 2.

    abstract::In the preceding paper (Duca, J. S.; Madison, V. S.; Voigt, J. H. J. Chem. Inf. Model. 2008, 48, 659-668), the accuracy of docking and affinity predictions of the Gold and Glide programs were investigated using single protein conformations spanning 150 CDK2/inhibitor crystallographic complexes. High docking accuracy w...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci700428d

    authors: Voigt JH,Elkin C,Madison VS,Duca JS

    更新日期:2008-03-01 00:00:00

  • QM/MM calculations in drug discovery: a useful method for studying binding phenomena?

    abstract::Herein we investigate whether QM/MM could prove useful as a tool to study the often subtle binding phenomena found within pharmaceutical drug discovery programs. The goal of this investigation is to determine whether it is possible to employ high level QM/MM calculations to answer specific questions around a binding e...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci800419j

    authors: Gleeson MP,Gleeson D

    更新日期:2009-03-01 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

  • Protein flexibility in virtual screening: the BACE-1 case study.

    abstract::Simulating protein flexibility is a major issue in the docking-based drug-design process for which a single methodological solution does not exist. In our search of new anti-Alzheimer ligands, we were faced with the challenge of including receptor plasticity in a virtual screening campaign aimed at finding new β-secre...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300390h

    authors: Cosconati S,Marinelli L,Di Leva FS,La Pietra V,De Simone A,Mancini F,Andrisano V,Novellino E,Goodsell DS,Olson AJ

    更新日期:2012-10-22 00:00:00

  • Multidimensional Drift of Sequence Attributes and Functional Profiles in the Superfamily of the Three-Finger Proteins and Their Structural Homologues.

    abstract::Functional diversity of the three-finger-protein domain (TFPD) had been acquired via hypervariability of some sequence positions and extensive insertion/deletion of short AA-segments that caused multidimensional drift of several sequence attributes such as the overall (HI) and local hydrophobicity levels, the isoelect...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00322

    authors: Galat A

    更新日期:2015-09-28 00:00:00

  • Assessment of the Cruzain Cysteine Protease Reversible and Irreversible Covalent Inhibition Mechanism.

    abstract::Reversible and irreversible covalent ligands are advanced cysteine protease inhibitors in the drug development pipeline. K777 is an irreversible inhibitor of cruzain, a necessary enzyme for the survival of the Trypanosoma cruzi (T. cruzi) parasite, the causative agent of Chagas disease. Despite their importance, irrev...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b01138

    authors: Silva JRA,Cianni L,Araujo D,Batista PHJ,de Vita D,Rosini F,Leitão A,Lameira J,Montanari CA

    更新日期:2020-03-23 00:00:00

  • Efficient calculation of molecular properties from simulation using kernel molecular dynamics.

    abstract::Understanding the relationship between chemical structure and function is a ubiquitous problem within the fields of chemistry and biology. Simulation approaches attack the problem utilizing physics to understand a given process at the particle level. Unfortunately, these approaches are often too expensive for many pro...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci8001233

    authors: Brown WM,Sasson A,Bellew DR,Hunsaker LA,Martin S,Leitao A,Deck LM,Vander Jagt DL,Oprea TI

    更新日期:2008-08-01 00:00:00

  • ANN multiscale model of anti-HIV drugs activity vs AIDS prevalence in the US at county level based on information indices of molecular graphs and social networks.

    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

    authors: González-Díaz H,Herrera-Ibatá DM,Duardo-Sánchez A,Munteanu CR,Orbegozo-Medina RA,Pazos A

    更新日期:2014-03-24 00:00:00

  • Prediction of the Favorable Hydration Sites in a Protein Binding Pocket and Its Application to Scoring Function Formulation.

    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

    authors: Li Y,Gao Y,Holloway MK,Wang R

    更新日期:2020-09-28 00:00:00

  • Modeling Binding with Large Conformational Changes: Key Points in Ensemble-Docking Approaches.

    abstract::Protein dynamics play a critical role in ligand binding, and different models have been proposed to explain the relationships between protein motion and molecular recognition. Here, we present a study of ligand-binding processes associated with large conformational changes of a protein to elucidate the critical choice...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00125

    authors: Motta S,Bonati L

    更新日期:2017-07-24 00:00:00

  • Computational Design of Biologically Active Anticancer Peptides and Their Interactions with Heterogeneous POPC/POPS Lipid Membranes.

    abstract::Over the last few decades, anticancer peptides (ACPs) have turned into potential warheads against cancer. Apart from small molecules and monoclonal antibodies, ACPs have been proven to be effective against cancer cells. ACPs are small cationic peptides that selectively bind to the negatively charged cancer cell membra...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00348

    authors: Singh M,Kumar V,Sikka K,Thakur R,Harioudh MK,Mishra DP,Ghosh JK,Siddiqi MI

    更新日期:2020-01-27 00:00:00

  • Random forest models to predict aqueous solubility.

    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

    authors: Palmer DS,O'Boyle NM,Glen RC,Mitchell JB

    更新日期:2007-01-01 00:00:00

  • Chemoisosterism in the proteome.

    abstract::The concept of chemoisosterism of protein environments is introduced as the complementary property to bioisosterism of chemical fragments. In the same way that two chemical fragments are considered bioisosteric if they can bind to the same protein environment, two protein environments will be considered chemoisosteric...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci3002974

    authors: Jalencas X,Mestres J

    更新日期:2013-02-25 00:00:00

  • Coarse-Grained Prediction of Peptide Binding to G-Protein Coupled Receptors.

    abstract::In this study, we used the Martini Coarse-Grained model with no applied restraints to predict the binding mode of some peptides to G-Protein Coupled Receptors (GPCRs). Both the Neurotensin-1 and the chemokine CXCR4 receptors were used as test cases. Their ligands, NTS8-13 and CVX15 peptides, respectively, were initial...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.6b00503

    authors: Delort B,Renault P,Charlier L,Raussin F,Martinez J,Floquet N

    更新日期:2017-03-27 00:00:00

  • Direct Observation of β-Barrel Intermediates in the Self-Assembly of Toxic SOD128-38 and Absence in Nontoxic Glycine Mutants.

    abstract::Soluble low-molecular-weight oligomers formed during the early stage of amyloid aggregation are considered the major toxic species in amyloidosis. The structure-function relationship between oligomeric assemblies and the cytotoxicity in amyloid diseases are still elusive due to the heterogeneous and transient nature o...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c01319

    authors: Sun Y,Huang J,Duan X,Ding F

    更新日期:2021-01-14 00:00:00

  • Computational and conformational evaluation of FTase alternative substrates: insight into a novel enzyme binding pocket.

    abstract::Protein farnesyltransferase (FTase) is an important anticancer drug target. In an effort to develop isoprenoid diphosphate-based FTase inhibitors, striking variations have been observed in the ability of conservatively modified analogues to bind to the enzyme. For example, 2Z-GGPP is an alternative substrate with high...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci0496550

    authors: Henriksen BS,Zahn TJ,Evanseck JD,Firestine SM,Gibbs RA

    更新日期:2005-07-01 00:00:00

  • Fragment-Based Computational Method for Designing GPCR Ligands.

    abstract::G protein-coupled receptors (GPCRs) are the largest family of cell surface receptors, which is arguably the most important family of drug target. With the technology breakthroughs in X-ray crystallography and cryo-electron microscopy, more than 300 GPCR-ligand complex structures have been publicly reported since 2007,...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00699

    authors: Li Y,Sun Y,Song Y,Dai D,Zhao Z,Zhang Q,Zhong W,Hu LA,Ma Y,Li X,Wang R

    更新日期:2020-09-28 00:00:00

  • Molecular Dynamics Simulations of Supramolecular Anticancer Nanotubes.

    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

    authors: Kang M,Chakraborty K,Loverde SM

    更新日期:2018-06-25 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

  • Computational simulations of the interactions between acetyl-coenzyme-A carboxylase and clodinafop: resistance mechanism due to active and nonactive site mutations.

    abstract::Grass weed populations resistant to acetyl-CoA carboxylase-inhibiting (ACCase; EC 6.4.1.2) herbicides represent a major problem for the sustainable development of modern agriculture. In the present study, extensive computational simulations, including homology modeling, molecular dynamics (MD) simulations, and molecul...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci900174d

    authors: Zhu XL,Ge-Fei H,Zhan CG,Yang GF

    更新日期:2009-08-01 00:00:00

  • Exploration of the accessible chemical space of acyclic alkanes.

    abstract::Saturated acyclic alkanes show steric strain if they are highly branched and, in extreme cases, fall apart rapidly at room temperature. Consequently, attempts to count the number of isomeric forms for a given molecular formula that neglect this physical consideration will inevitably overestimate the size of the availa...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci700246b

    authors: Paton RS,Goodman JM

    更新日期:2007-11-01 00:00:00

  • Accurate Estimation of pKb Values for Amino Groups from Surface Electrostatic Potential (VS,min) Calculations: The Isoelectric Points of Amino Acids as a Case Study.

    abstract::Theoretical calculation of equilibrium dissociation constants is a very computationally demanding and time-consuming process since it requires an extremely accurate computation of the solvation free energy changes for each of the species involved. By correlating the minimum surface electrostatic potential (VS,min) on ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b01173

    authors: Sandoval-Lira J,Mondragón-Solórzano G,Lugo-Fuentes LI,Barroso-Flores J

    更新日期:2020-03-23 00:00:00

  • Comparison Study of Polar and Nonpolar Contributions to Solvation Free Energy.

    abstract::In this study, we compared the contributions of polar and nonpolar interactions to the solvation free energy of a solute in solvent, which is decomposed into four different terms based on the nature of interactions: (i) electrostatic solvation free energy term counting for the work done to move solute charges from fix...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00368

    authors: Izairi R,Kamberaj H

    更新日期:2017-10-23 00:00:00

  • Probing fragment complementation by rigid-body docking: in silico reconstitution of calbindin D9k.

    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

    authors: Dell'Orco D,Seeber M,De Benedetti PG,Fanelli F

    更新日期:2005-09-01 00:00:00