23 results on '"Danelius E"'
Search Results
2. MicroED as a powerful tool for structure determination of macrocyclic drug compounds directly from their powder formulations
- Author
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Danelius, E, primary, Bu, G, additional, Wieske, H, additional, and Gonen, T, additional
- Published
- 2023
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3. MicroED structure of an Aeropyrum pernix protoglobin metallo-carbene complex
- Author
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Danelius, E., primary, Gonen, T., additional, and Unge, J.T., additional
- Published
- 2023
- Full Text
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4. Insight into-beta-hairpin stability: Interstrand Hydrogen Bonding
- Author
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Danelius, E., Brath, U., Erdelyi, M., Danelius, Brath, and Erdelyi
- Published
- 2013
5. Eliminating the missing cone challenge through innovative approaches.
- Author
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Gillman C, Bu G, Danelius E, Hattne J, Nannenga BL, and Gonen T
- Abstract
Microcrystal electron diffraction (MicroED) has emerged as a powerful technique for unraveling molecular structures from microcrystals too small for X-ray diffraction. However, a significant hurdle arises with plate-like crystals that consistently orient themselves flat on the electron microscopy grid. If the normal of the plate correlates with the axes of the crystal lattice, the crystal orientations accessible for measurement are restricted because the crystal cannot be arbitrarily rotated. This limits the information that can be acquired, resulting in a missing cone of information. We recently introduced a novel crystallization strategy called suspended drop crystallization and proposed that crystals in a suspended drop could effectively address the challenge of preferred crystal orientation. Here we demonstrate the success of the suspended drop approach in eliminating the missing cone in two samples that crystallize as thin plates: bovine liver catalase and the SARS‑CoV‑2 main protease (Mpro). This innovative solution proves indispensable for crystals exhibiting systematic preferred orientations, unlocking new possibilities for structure determination by MicroED., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2024 The Authors.)
- Published
- 2024
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6. Polymorphic Structure Determination of the Macrocyclic Drug Paritaprevir by MicroED.
- Author
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Bu G, Danelius E, Wieske LHE, and Gonen T
- Subjects
- Macrocyclic Compounds chemistry, Macrocyclic Compounds pharmacology, Antiviral Agents chemistry, Antiviral Agents pharmacology, Hepacivirus drug effects, Hepacivirus enzymology, Viral Nonstructural Proteins antagonists & inhibitors, Viral Nonstructural Proteins chemistry, Viral Nonstructural Proteins metabolism, Sulfonamides chemistry, Sulfonamides pharmacology, Cyclopropanes chemistry, Cyclopropanes pharmacology, Lactams, Macrocyclic chemistry, Lactams, Macrocyclic pharmacology, Proline analogs & derivatives, Proline chemistry, Molecular Docking Simulation
- Abstract
Paritaprevir is an orally bioavailable, macrocyclic drug used for treating chronic Hepatitis C virus (HCV) infection. Its structures have been elusive to the public until recently when one of the crystal forms is solved by microcrystal electron diffraction (MicroED). In this work, the MicroED structures of two distinct polymorphic crystal forms of paritaprevir are reported from the same experiment. The different polymorphs show conformational changes in the macrocyclic core, as well as the cyclopropyl sulfonamide and methyl pyrazinamide substituents. Molecular docking shows that one of the conformations fits well into the active site pocket of the HCV non-structural 3/4A (NS3/4A) serine protease target, and can interact with the pocket and catalytic triad via hydrophobic interactions and hydrogen bonds. These results can provide further insight for optimization of the binding of acyl sulfonamide inhibitors to the HCV NS3/4A serine protease. In addition, this also demonstrates the opportunity to derive different polymorphs and distinct macrocycle conformations from the same experiments using MicroED., (© 2024 The Authors. Advanced Biology published by Wiley‐VCH GmbH.)
- Published
- 2024
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7. MicroED as a Powerful Tool for Structure Determination of Macrocyclic Drug Compounds Directly from Their Powder Formulations.
- Author
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Danelius E, Bu G, Wieske LHE, and Gonen T
- Subjects
- Powders, Molecular Conformation, Binding Sites, Drug Discovery, Cryoelectron Microscopy methods, Macrocyclic Compounds chemistry
- Abstract
Macrocycles are important drug leads with many advantages including the ability to target flat and featureless binding sites as well as to act as molecular chameleons and thereby reach intracellular targets. However, due to their complex structures and inherent flexibility, macrocycles are difficult to study structurally, and there are limited structural data available. Herein, we use the cryo-EM method MicroED to determine the novel atomic structures of several macrocycles that have previously resisted structural determination. We show that structures of similar complexity can now be obtained rapidly from nanograms of material and that different conformations of flexible compounds can be derived from the same experiment. These results will have an impact on contemporary drug discovery as well as natural product exploration.
- Published
- 2023
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8. Polymorphic Structure Determination of the Macrocyclic Drug Paritaprevir by MicroED.
- Author
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Bu G, Danelius E, Wieske LH, and Gonen T
- Abstract
Paritaprevir is an orally bioavailable, macrocyclic drug used for treating chronic Hepatitis C virus infection. Its structures had been elusive to the public until recently when one of the crystal forms was solved by MicroED. In this work, we report the MicroED structures of two distinct polymorphic crystal forms of paritaprevir from the same experiment. The different polymorphs show conformational changes in the macrocyclic core, as well as the cyclopropylsulfonamide and methylpyrazinamide substituents. Molecular docking shows that one of the conformations fits well into the active site pocket of the NS3/4A serine protease target, and can interact with the pocket and catalytic triad via hydrophobic interactions and hydrogen bonds. These results can provide further insight for optimization of the binding of acylsulfonamide inhibitors to the NS3/4A serine protease. In addition, this also demonstrate the opportunity of deriving different polymorphs and distinct macrocycle conformations from the same experiments using MicroED.
- Published
- 2023
- Full Text
- View/download PDF
9. MicroED Structure of a Protoglobin Reactive Carbene Intermediate.
- Author
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Danelius E, Porter NJ, Unge J, Arnold FH, and Gonen T
- Subjects
- Peptides, Methane, Electrons, Proteins chemistry
- Abstract
Microcrystal electron diffraction (MicroED) is an emerging technique that has shown great potential for describing new chemical and biological molecular structures. Several important structures of small molecules, natural products, and peptides have been determined using ab initio methods. However, only a couple of novel protein structures have thus far been derived by MicroED. Taking advantage of recent technological advances, including higher acceleration voltage and using a low-noise detector in counting mode, we have determined the first structure of an Aeropyrum pernix protoglobin ( Ape Pgb) variant by MicroED using an AlphaFold2 model for phasing. The structure revealed that mutations introduced during directed evolution enhance carbene transfer activity by reorienting an α helix of Ape Pgb into a dynamic loop, making the catalytic active site more readily accessible. After exposing the tiny crystals to the substrate, we also trapped the reactive iron-carbenoid intermediate involved in this engineered Ape Pgb's new-to-nature activity, a challenging carbene transfer from a diazirine via a putative metallo-carbene. The bound structure discloses how an enlarged active site pocket stabilizes the carbene bound to the heme iron and, presumably, the transition state for the formation of this key intermediate. This work demonstrates that improved MicroED technology and the advancement in protein structure prediction now enable investigation of structures that was previously beyond reach.
- Published
- 2023
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10. MicroED in drug discovery.
- Author
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Danelius E, Patel K, Gonzalez B, and Gonen T
- Subjects
- Cryoelectron Microscopy methods, Models, Molecular, Drug Discovery, Electrons, Proteins chemistry
- Abstract
The cryo-electron microscopy (cryo-EM) method microcrystal electron diffraction (MicroED) was initially described in 2013 and has recently gained attention as an emerging technique for research in drug discovery. As compared to other methods in structural biology, MicroED provides many advantages deriving from the use of nanocrystalline material for the investigations. Here, we review the recent advancements in the field of MicroED and show important examples of small molecule, peptide and protein structures that has contributed to the current development of this method as an important tool for drug discovery., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 The Author(s). Published by Elsevier Ltd.. All rights reserved.)
- Published
- 2023
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11. Correction to "Importance of Binding Site Hydration and Flexibility Revealed When Optimizing a Macrocyclic Inhibitor of the Keap1-Nrf2 Protein-Protein Interaction".
- Author
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Begnini F, Geschwindner S, Johansson P, Wissler L, Lewis RJ, Danelius E, Luttens A, Matricon P, Carlsson J, Lenders S, König B, Friedel A, Sjö P, Schiesser S, and Kihlberg J
- Published
- 2023
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12. Biocatalytic Carbene Transfer Using Diazirines.
- Author
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Porter NJ, Danelius E, Gonen T, and Arnold FH
- Subjects
- Azo Compounds, Biocatalysis, Catalysis, Diazomethane, Methane analogs & derivatives, Methane chemistry
- Abstract
Biocatalytic carbene transfer from diazo compounds is a versatile strategy in asymmetric synthesis. However, the limited pool of stable diazo compounds constrains the variety of accessible products. To overcome this restriction, we have engineered variants of Aeropyrum pernix protoglobin ( Ape Pgb) that use diazirines as carbene precursors. While the enhanced stability of diazirines relative to their diazo isomers enables access to a diverse array of carbenes, they have previously resisted catalytic activation. Our engineered Ape Pgb variants represent the first example of catalysts for selective carbene transfer from these species at room temperature. The structure of an Ape Pgb variant, determined by microcrystal electron diffraction (MicroED), reveals that evolution has enhanced access to the heme active site to facilitate this new-to-nature catalysis. Using readily prepared aryl diazirines as model substrates, we demonstrate the application of these highly stable carbene precursors in biocatalytic cyclopropanation, N-H insertion, and Si-H insertion reactions.
- Published
- 2022
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13. Importance of Binding Site Hydration and Flexibility Revealed When Optimizing a Macrocyclic Inhibitor of the Keap1-Nrf2 Protein-Protein Interaction.
- Author
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Begnini F, Geschwindner S, Johansson P, Wissler L, Lewis RJ, Danelius E, Luttens A, Matricon P, Carlsson J, Lenders S, König B, Friedel A, Sjö P, Schiesser S, and Kihlberg J
- Subjects
- Animals, Binding Sites, Hepatocytes metabolism, Humans, Ligands, Microsomes, Liver metabolism, Models, Molecular, Molecular Docking Simulation, Rats, Signal Transduction drug effects, Structure-Activity Relationship, Kelch-Like ECH-Associated Protein 1 antagonists & inhibitors, Macrocyclic Compounds pharmacology, NF-E2-Related Factor 2 antagonists & inhibitors
- Abstract
Upregulation of the transcription factor Nrf2 by inhibition of the interaction with its negative regulator Keap1 constitutes an opportunity for the treatment of disease caused by oxidative stress. We report a structurally unique series of nanomolar Keap1 inhibitors obtained from a natural product-derived macrocyclic lead. Initial exploration of the structure-activity relationship of the lead, followed by structure-guided optimization, resulted in a 100-fold improvement in inhibitory potency. The macrocyclic core of the nanomolar inhibitors positions three pharmacophore units for productive interactions with key residues of Keap1, including R415, R483, and Y572. Ligand optimization resulted in the displacement of a coordinated water molecule from the Keap1 binding site and a significantly altered thermodynamic profile. In addition, minor reorganizations of R415 and R483 were accompanied by major differences in affinity between ligands. This study therefore indicates the importance of accounting both for the hydration and flexibility of the Keap1 binding site when designing high-affinity ligands.
- Published
- 2022
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14. MicroED in natural product and small molecule research.
- Author
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Danelius E, Halaby S, van der Donk WA, and Gonen T
- Subjects
- Biomedical Research, Crystallization, Drug Discovery, Ligands, Microscopy, Electron, Transmission methods, Models, Molecular, Proteins metabolism, Biological Products chemistry, Cryoelectron Microscopy methods, Proteins chemistry, Small Molecule Libraries chemistry
- Abstract
Covering: 2013 to 2020The electron cryo-microscopy (cryo-EM) method Microcrystal Electron Diffraction (MicroED) allows the collection of high-resolution structural data from vanishingly small crystals that appear like amorphous powders or very fine needles. Since its debut in 2013, data collection and analysis schemes have been fine-tuned, and there are currently close to 100 structures determined by MicroED. Although originally developed to study proteins, MicroED is also very powerful for smaller systems, with some recent and very promising examples from the field of natural products. Herein, we review what has been achieved so far and provide examples of natural product structures, as well as demonstrate the expected future impact of MicroED to the field of natural product and small molecule research.
- Published
- 2021
- Full Text
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15. Protein and Small Molecule Structure Determination by the Cryo-EM Method MicroED.
- Author
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Danelius E and Gonen T
- Subjects
- Data Collection methods, Electrons, Models, Molecular, Molecular Biology methods, Nanoparticles, Protein Conformation, Workflow, Cryoelectron Microscopy methods, Crystallography, X-Ray methods, Microscopy, Electron, Transmission methods, Peptides chemistry, Proteins chemistry
- Abstract
Microcrystal Electron Diffraction (MicroED) is the newest cryo-electron microscopy (cryo-EM) method, with over 70 protein, peptide, and several small organic molecule structures already determined. In MicroED, micro- or nanocrystalline samples in solution are deposited on electron microscopy grids and examined in a cryo-electron microscope, ideally under cryogenic conditions. Continuous rotation diffraction data are collected and then processed using conventional X-ray crystallography programs. The protocol outlined here details how to obtain and identify the nanocrystals, how to set up the microscope for screening and for MicroED data collection, and how to collect and process data to complete high-resolution structures. For well-behaving crystals with high-resolution diffraction in cryo-EM, the entire process can be achieved in less than an hour.
- Published
- 2021
- Full Text
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16. Solution Conformations Explain the Chameleonic Behaviour of Macrocyclic Drugs.
- Author
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Danelius E, Poongavanam V, Peintner S, Wieske LHE, Erdélyi M, and Kihlberg J
- Subjects
- Administration, Oral, Animals, Cell Membrane Permeability, Molecular Conformation, Permeability, Solubility, Lizards metabolism, Peptides, Cyclic chemistry
- Abstract
It has been hypothesised that drugs in the chemical space "beyond the rule of 5" (bRo5) must behave as molecular chameleons to combine otherwise conflicting properties, including aqueous solubility, cell permeability and target binding. Evidence for this has, however, been limited to the cyclic peptide cyclosporine A. Herein, we show that the non-peptidic and macrocyclic drugs roxithromycin, telithromycin and spiramycin behave as molecular chameleons, with rifampicin showing a less pronounced behaviour. In particular roxithromycin, telithromycin and spiramycin display a marked, yet limited flexibility and populate significantly less polar and more compact conformational ensembles in an apolar than in a polar environment. In addition to balancing of membrane permeability and aqueous solubility, this flexibility also allows binding to targets that vary in structure between species. The drugs' passive cell permeability correlates to their 3D polar surface area and corroborate two theoretical models for permeability, developed for cyclic peptides. We conclude that molecular chameleonicity should be incorporated in the design of orally administered drugs in the bRo5 space., (© 2020 Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim.)
- Published
- 2020
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17. Dynamic Chirality in the Mechanism of Action of Allosteric CD36 Modulators of Macrophage-Driven Inflammation.
- Author
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Danelius E, Ohm RG, Ahsanullah, Mulumba M, Ong H, Chemtob S, Erdelyi M, and Lubell WD
- Subjects
- Animals, Aza Compounds chemistry, CD36 Antigens metabolism, Inflammation metabolism, Macrophages metabolism, Mice, Molecular Conformation, Peptides, Cyclic chemistry, RAW 264.7 Cells, Aza Compounds pharmacology, CD36 Antigens chemistry, Inflammation drug therapy, Macrophages drug effects, Nitric Oxide metabolism, Peptides, Cyclic pharmacology
- Abstract
Dynamic chirality influences numerous processes in nature from protein folding to catalysis. Azapeptides are peptidomimetics possessing semicarbazide residues that can interconvert between sp
2 and sp3 hybridization, resulting in stereodynamic interconversions of pseudo- R and - S -configurations by means of a planar intermediate. Cyclic azapeptides have shown unprecedented binding affinity to the cluster of differentiation 36 receptor (CD36) and ability to mitigate macrophage-driven inflammation by modulation of the toll-like receptor 2/6 pathway. A novel approach to synthesize cyclic peptides via A3 -macrocyclization has been used to make R - and S -configuration controls to study the relevance of semicarbazide hybridization for modulator activity. Nuclear magnetic resonance spectroscopy analysis of potent cyclic azapeptide CD36 modulators (e.g., 1 and 2 ) and related cyclic peptides demonstrated that binding affinity correlated with conformational rigidity, and a hybridization preference for sp2 > S - > R -sp3 semicarbazide nitrogen configuration was evaluated. Evidence of the active conformation and the relevance for dynamic chirality serve as insights for creating cyclic (aza)peptide CD36 modulators to curb inflammation.- Published
- 2019
- Full Text
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18. A Chemical Biology Approach to Understanding Molecular Recognition of Lipid II by Nisin(1-12): Synthesis and NMR Ensemble Analysis of Nisin(1-12) and Analogues.
- Author
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Dickman R, Danelius E, Mitchell SA, Hansen DF, Erdélyi M, and Tabor AB
- Subjects
- Amino Acid Sequence, Hydrogen Bonding, Nisin metabolism, Nuclear Magnetic Resonance, Biomolecular, Peptides chemistry, Peptides metabolism, Protein Conformation, Uridine Diphosphate N-Acetylmuramic Acid chemistry, Uridine Diphosphate N-Acetylmuramic Acid metabolism, Nisin analogs & derivatives, Peptides chemical synthesis, Uridine Diphosphate N-Acetylmuramic Acid analogs & derivatives
- Abstract
Natural products that target lipid II, such as the lantibiotic nisin, are strategically important in the development of new antibacterial agents to combat the rise of antimicrobial resistance. Understanding the structural factors that govern the highly selective molecular recognition of lipid II by the N-terminal region of nisin, nisin(1-12), is a crucial step in exploiting the potential of such compounds. In order to elucidate the relationships between amino acid sequence and conformation of this bicyclic peptide fragment, we have used solid-phase peptide synthesis to prepare two novel analogues of nisin(1-12) in which the dehydro residues have been replaced. We have carried out an NMR ensemble analysis of one of these analogues and of the wild-type nisin(1-12) peptide in order to compare the conformations of these two bicyclic peptides. Our analysis has shown the effects of residue mutation on ring conformation. We have also demonstrated that the individual rings of nisin(1-12) are pre-organised to an extent for binding to the pyrophosphate group of lipid II, with a high degree of flexibility exhibited in the central amide bond joining the two rings., (© 2019 The Authors. Published by Wiley-VCH Verlag GmbH & Co. KGaA.)
- Published
- 2019
- Full Text
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19. Conformational Sampling of Macrocyclic Drugs in Different Environments: Can We Find the Relevant Conformations?
- Author
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Poongavanam V, Danelius E, Peintner S, Alcaraz L, Caron G, Cummings MD, Wlodek S, Erdelyi M, Hawkins PCD, Ermondi G, and Kihlberg J
- Abstract
Conformational flexibility is a major determinant of the properties of macrocycles and other drugs in beyond rule of 5 (bRo5) space. Prediction of conformations is essential for design of drugs in this space, and we have evaluated three tools for conformational sampling of a set of 10 bRo5 drugs and clinical candidates in polar and apolar environments. The distance-geometry based OMEGA was found to yield ensembles spanning larger structure and property spaces than the ensembles obtained by MOE-LowModeMD (MOE) and MacroModel (MC). Both MC and OMEGA but not MOE generated different ensembles for polar and apolar environments. All three conformational search methods generated conformers similar to the crystal structure conformers for 9 of the 10 compounds, with OMEGA performing somewhat better than MOE and MC. MOE and OMEGA found all six conformers of roxithromycin that were identified by NMR in aqueous solutions, whereas only OMEGA sampled the three conformers observed in chloroform. We suggest that characterization of conformers using molecular descriptors, e.g., the radius of gyration and polar surface area, is preferred to energy- or root-mean-square deviation-based methods for selection of biologically relevant conformers in drug discovery in bRo5 space., Competing Interests: The authors declare no competing financial interest.
- Published
- 2018
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20. Halogen Bonding: A Powerful Tool for Modulation of Peptide Conformation.
- Author
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Danelius E, Andersson H, Jarvoll P, Lood K, Gräfenstein J, and Erdélyi M
- Subjects
- Crystallography, X-Ray, Humans, Hydrogen Bonding, Models, Molecular, Molecular Conformation, Halogens chemistry, Peptide Fragments chemistry, Proteins chemistry
- Abstract
Halogen bonding is a weak chemical force that has so far mostly found applications in crystal engineering. Despite its potential for use in drug discovery, as a new molecular tool in the direction of molecular recognition events, it has rarely been assessed in biopolymers. Motivated by this fact, we have developed a peptide model system that permits the quantitative evaluation of weak forces in a biologically relevant proteinlike environment and have applied it for the assessment of a halogen bond formed between two amino acid side chains. The influence of a single weak force is measured by detection of the extent to which it modulates the conformation of a cooperatively folding system. We have optimized the amino acid sequence of the model peptide on analogues with a hydrogen bond-forming site as a model for the intramolecular halogen bond to be studied, demonstrating the ability of the technique to provide information about any type of weak secondary interaction. A combined solution nuclear magnetic resonance spectroscopic and computational investigation demonstrates that an interstrand halogen bond is capable of conformational stabilization of a β-hairpin foldamer comparable to an analogous hydrogen bond. This is the first report of incorporation of a conformation-stabilizing halogen bond into a peptide/protein system, and the first quantification of a chlorine-centered halogen bond in a biologically relevant system in solution.
- Published
- 2017
- Full Text
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21. Assessing the Ability of Spectroscopic Methods to Determine the Difference in the Folding Propensities of Highly Similar β-Hairpins.
- Author
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Andersson H, Danelius E, Jarvoll P, Niebling S, Hughes AJ, Westenhoff S, Brath U, and Erdélyi M
- Abstract
We have evaluated the ability of nuclear magnetic resonance (NMR) and circular dichroism (CD) spectroscopies to describe the difference in the folding propensities of two structurally highly similar cyclic β-hairpins, comparing the outcome to that of molecular dynamics simulations. NAMFIS-type NMR ensemble analysis and CD spectroscopy were observed to accurately describe the consequence of altering a single interaction site, whereas a single-site
13 C NMR chemical shift melting curve-based technique was not.- Published
- 2017
- Full Text
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22. Flexibility is important for inhibition of the MDM2/p53 protein-protein interaction by cyclic β-hairpins.
- Author
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Danelius E, Pettersson M, Bred M, Min J, Waddell MB, Guy RK, Grøtli M, and Erdelyi M
- Subjects
- Drug Design, Models, Molecular, Protein Binding drug effects, Protein Conformation, alpha-Helical, Tumor Suppressor Protein p53 chemistry, Peptidomimetics chemistry, Peptidomimetics pharmacology, Proto-Oncogene Proteins c-mdm2 metabolism, Tumor Suppressor Protein p53 metabolism
- Abstract
Protein-protein interactions that have large, flat and featureless binding sites are difficult drug targets. In the development of their modulators conventional drug discovery strategies are often unsuccessful. Gaining a detailed understanding of the binding mode of protein-protein interaction inhibitors is therefore of vast importance for their future pharmaceutical use. The MDM2/p53 protein pair is a highly promising target for cancer treatment. Disruption of the protein complex using p53 α-helix mimetics has been shown to be a successful strategy to control p53 activity. To gain further insight into the binding of inhibitors to MDM2, the flexibility of four cyclic β-hairpins that act as α-helical mimetics and potential MDM2/p53 interaction inhibitors was investigated in relation to their inhibitory activity. MDM2-binding of the mimetics was determined using fluorescence polarization and surface plasmon resonance assays, whereas their conformation and dynamics in solution was described by the combined experimental and computational NAMFIS analysis. Molecular flexibility was shown to be important for the activity of the cyclic β-hairpin based MDM2 inhibitors.
- Published
- 2016
- Full Text
- View/download PDF
23. The impact of interchain hydrogen bonding on β-hairpin stability is readily predicted by molecular dynamics simulation.
- Author
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Niebling S, Danelius E, Brath U, Westenhoff S, and Erdélyi M
- Subjects
- Hydrogen Bonding, Protein Folding, Molecular Dynamics Simulation, Proteins chemistry
- Abstract
Peptides are frequently used model systems for protein folding. They are also gaining increased importance as therapeutics. Here, the ability of molecular dynamics (MD) simulation for describing the structure and dynamics of β-hairpin peptides was investigated, with special attention given to the impact of a single interstrand sidechain to sidechain interaction. The MD trajectories were compared to structural information gained from solution NMR. By assigning frames from restraint-free MD simulations to an intuitive hydrogen bond on/off pattern, folding ratios and folding pathways were predicted. The computed molecular model successfully reproduces the folding ratios determined by NMR, indicating that MD simulation may be straightforwardly used as a screening tool in β-hairpin design., (© 2015 The Authors. Biopolymers Published by Wiley Periodicals, Inc.)
- Published
- 2015
- Full Text
- View/download PDF
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