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1.
Molecules ; 29(17)2024 Aug 26.
Article in English | MEDLINE | ID: mdl-39274888

ABSTRACT

Glycosaminoglycans (GAGs) play a key role in a variety of biological processes in the extracellular matrix (ECM) via interactions with their protein targets. Due to their high flexibility, periodicity and electrostatics-driven interactions, GAG-containing complexes are very challenging to characterize both experimentally and in silico. In this study, we, for the first time, systematically analyzed the interactions of endostatin, a proteolytic fragment of collagen XVIII known to be anti-angiogenic and anti-tumoral, with heparin (HP) and representative heparan sulfate (HS) oligosaccharides of various lengths, sequences and sulfation patterns. We first used conventional molecular docking and a docking approach based on a repulsive scaling-replica exchange molecular dynamics technique, as well as unbiased molecular dynamic simulations, to obtain dynamically stable GAG binding poses. Then, the corresponding free energies of binding were calculated and the amino acid residues that contribute the most to GAG binding were identified. We also investigated the potential influence of Zn2+ on endostatin-HP complexes using computational approaches. These data provide new atomistic details of the molecular mechanism of HP's binding to endostatin, which will contribute to a better understanding of its interplay with proteoglycans at the cell surface and in the extracellular matrix.


Subject(s)
Endostatins , Heparitin Sulfate , Molecular Docking Simulation , Molecular Dynamics Simulation , Protein Binding , Endostatins/chemistry , Endostatins/metabolism , Heparitin Sulfate/chemistry , Heparitin Sulfate/metabolism , Humans , Heparin/chemistry , Heparin/metabolism , Collagen Type XVIII/chemistry , Collagen Type XVIII/metabolism , Binding Sites , Zinc/chemistry , Zinc/metabolism , Models, Molecular , Glycosaminoglycans/chemistry , Glycosaminoglycans/metabolism , Thermodynamics
2.
Proteins ; 88(8): 1018-1028, 2020 08.
Article in English | MEDLINE | ID: mdl-31785163

ABSTRACT

The ATTRACT protein-protein docking program has been employed to predict protein-protein complex structures in CAPRI rounds 38-45. For 11 out of 16 targets acceptable or better quality solutions have been submitted (~70%). It includes also several cases of peptide-protein docking and the successful prediction of the geometry of carbohydrate-protein interactions. The option of combining rigid body minimization and simultaneous optimization in collective degrees of freedom based on elastic network modes was employed and systematically evaluated. Application to a large benchmark set indicates a modest improvement in docking performance compared to rigid docking. Possible further improvements of the docking approach in particular at the scoring and the flexible refinement steps are discussed.


Subject(s)
Carbohydrates/chemistry , Molecular Docking Simulation , Peptides/chemistry , Proteins/chemistry , Software , Amino Acid Sequence , Benchmarking , Binding Sites , Humans , Ligands , Peptides/metabolism , Protein Binding , Protein Conformation, alpha-Helical , Protein Conformation, beta-Strand , Protein Interaction Domains and Motifs , Protein Interaction Mapping , Protein Multimerization , Proteins/metabolism , Research Design , Structural Homology, Protein , Thermodynamics
3.
Sci Rep ; 9(1): 18240, 2019 12 03.
Article in English | MEDLINE | ID: mdl-31796757

ABSTRACT

Meglumine acridone acetate (MA) is used in Russia for the treatment of influenza and other acute respiratory viral infections. It was assumed, until recently, that its antiviral effect was associated with its potential ability to induce type I interferon. Advanced studies, however, have shown the failure of 10-carboxymethyl-9-acridanone (CMA) to activate human STING. As such, MA's antiviral properties are still undergoing clarification. To gain insight into MA's mechanisms of action, we carried out RNA-sequencing analysis of global transcriptomes in MA-treated (MA+) human peripheral blood mononuclear cells (PBMCs). In response to treatment, approximately 1,223 genes were found to be differentially expressed, among which 464 and 759 were identified as either up- or down-regulated, respectively. To clarify the cellular and molecular processes taking place in MA+ cells, we performed a functional analysis of those genes. We have shown that evident MA subcellular localizations are: at the nuclear envelope; inside the nucleus; and diffusely in perinuclear cytoplasm. Postulating that MA may be a nuclear receptor agonist, we carried out docking simulations with PPARα and RORα ligand binding domains including prediction and molecular dynamics-based analysis of potential MA binding poses. Finally, we confirmed that MA treatment enhanced nuclear apoptosis in human PBMCs. The research presented here, in our view, indicates that: (i) MA activity is mediated by nuclear receptors; (ii) MA is a possible PPARα and/or RORα agonist; (iii) MA has an immunosuppressive effect; and (iv) MA induces apoptosis through the mitochondrial signaling pathway.


Subject(s)
Acridines/pharmacology , Apoptosis/drug effects , Leukocytes, Mononuclear/drug effects , Mitochondria/drug effects , Acridones/pharmacology , Cell Membrane Permeability/drug effects , Gene Expression/drug effects , Gene Expression Profiling , Humans , Meglumine/pharmacology , Membrane Potential, Mitochondrial/drug effects , Metabolic Networks and Pathways/drug effects , Real-Time Polymerase Chain Reaction , Sequence Analysis, RNA
4.
J Mol Graph Model ; 90: 42-50, 2019 07.
Article in English | MEDLINE | ID: mdl-30959268

ABSTRACT

We present a benchmarking study for protein-glycosaminoglycan systems with eight docking programs: Dock, rDock, ClusPro, PLANTS, HADDOCK, Hex, SwissDock and ATTRACT. We used a non-redundant representative dataset of 28 protein-glycosaminoglycan complexes with experimentally available structures, where a glycosaminoglycan ligand was longer than a trimer. Overall, the ligand binding poses could be correctly predicted in many cases by the tested docking programs, however the ranks of the docking poses are often poorly assigned. Our results suggest that Dock program performs best in terms of the pose placement, has the most suitable scoring function, and its performance did not depend on the ligand size. This suggests that the implementation of the electrostatics as well as the shape complementarity procedure in Dock are the most suitable for docking glycosaminoglycan ligands. We also analyzed how free energy patterns of the benchmarking complexes affect the performance of the evaluated docking software.


Subject(s)
Glycosaminoglycans/chemistry , Proteins/chemistry , Algorithms , Binding Sites , Databases, Protein , Entropy , Ligands , Molecular Docking Simulation/methods , Protein Binding , Software , Static Electricity , Thermodynamics
5.
Sci Rep ; 8(1): 11768, 2018 08 06.
Article in English | MEDLINE | ID: mdl-30082873

ABSTRACT

Lysyl oxidase (LOX) catalyzes the oxidative deamination of lysine and hydroxylysine residues in collagens and elastin, which is the first step of the cross-linking of these extracellular matrix proteins. It is secreted as a proenzyme activated by bone morphogenetic protein-1, which releases the LOX catalytic domain and its bioactive N-terminal propeptide. We characterized the recombinant human propeptide by circular dichroism, dynamic light scattering, and small-angle X-ray scattering (SAXS), and showed that it is elongated, monomeric, disordered and flexible (Dmax: 11.7 nm, Rg: 3.7 nm). We generated 3D models of the propeptide by coarse-grained molecular dynamics simulations restrained by SAXS data, which were used for docking experiments. Furthermore, we have identified 17 new binding partners of the propeptide by label-free assays. They include four glycosaminoglycans (hyaluronan, chondroitin, dermatan and heparan sulfate), collagen I, cross-linking and proteolytic enzymes (lysyl oxidase-like 2, transglutaminase-2, matrix metalloproteinase-2), a proteoglycan (fibromodulin), one growth factor (Epidermal Growth Factor, EGF), and one membrane protein (tumor endothelial marker-8). This suggests new roles for the propeptide in EGF signaling pathway.


Subject(s)
Protein-Lysine 6-Oxidase/chemistry , Dynamic Light Scattering , Glycosaminoglycans/metabolism , Humans , Molecular Dynamics Simulation , Protein-Lysine 6-Oxidase/metabolism , Signal Transduction , X-Ray Diffraction
6.
J Mol Graph Model ; 82: 157-166, 2018 06.
Article in English | MEDLINE | ID: mdl-29738889

ABSTRACT

We present a computational model of the Vascular Endothelial Growth Factor (VEGF), an important regulator of blood vessels formation, which function is affected by its heparin interactions. Although structures of a receptor binding (RBD) and a heparin binding domain (HBD) of VEGF are known, there are structural data neither on the 12 amino acids interdomain linker nor on its complexes with heparin. We apply molecular docking and molecular dynamics techniques combined with circular dichroism spectroscopy to model the full structure of the dimeric VEGF and to propose putative molecular mechanisms underlying the function of VEGF/VEGF receptors/heparin system. We show that both the conformational flexibility of the linker and the formation of HBD-heparin-HBD sandwich-like structures regulate the mutual disposition of HBDs and so affect the VEGF-mediated signalling.


Subject(s)
Heparin/chemistry , Molecular Docking Simulation , Molecular Dynamics Simulation , Vascular Endothelial Growth Factor A/chemistry , Binding Sites , Circular Dichroism , Heparin/metabolism , Humans , Peptides/chemistry , Protein Binding , Protein Conformation , Protein Interaction Domains and Motifs , Vascular Endothelial Growth Factor A/metabolism
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