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Wienen‐Schmidt B, Oebbeke M, Ngo K, Heine A, Klebe G. Two Methods, One Goal: Structural Differences between Cocrystallization and Crystal Soaking to Discover Ligand Binding Poses. ChemMedChem 2021; 16:292-300. [PMID: 33029876 PMCID: PMC7821316 DOI: 10.1002/cmdc.202000565] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 10/02/2020] [Indexed: 11/10/2022]
Abstract
In lead optimization, protein crystallography is an indispensable tool to analyze drug binding. Binding modes and non-covalent interaction inventories are essential to design follow-up synthesis candidates. Two protocols are commonly applied to produce protein-ligand complexes: cocrystallization and soaking. Because of its time and cost effectiveness, soaking is the more popular method. Taking eight ligand hinge binders of protein kinase A, we demonstrate that cocrystallization is superior. Particularly for flexible proteins, such as kinases, and larger ligands cocrystallization captures more reliable the correct binding pose and induced protein adaptations. The geometrical discrepancies between soaking and cocrystallization appear smaller for fragment-sized ligands. For larger flexible ligands that trigger conformational changes of the protein, soaking can be misleading and underestimates the number of possible polar interactions due to inadequate, highly impaired positions of protein amino-acid side and main chain atoms. Thus, if applicable cocrystallization should be the gold standard to study protein-ligand complexes.
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Affiliation(s)
- Barbara Wienen‐Schmidt
- Institut für Pharmazeutische ChemiePhilipps-Universität MarburgMarbacher Weg 635032MarburgGermany
| | - Matthias Oebbeke
- Institut für Pharmazeutische ChemiePhilipps-Universität MarburgMarbacher Weg 635032MarburgGermany
| | - Khang Ngo
- Institut für Pharmazeutische ChemiePhilipps-Universität MarburgMarbacher Weg 635032MarburgGermany
| | - Andreas Heine
- Institut für Pharmazeutische ChemiePhilipps-Universität MarburgMarbacher Weg 635032MarburgGermany
| | - Gerhard Klebe
- Institut für Pharmazeutische ChemiePhilipps-Universität MarburgMarbacher Weg 635032MarburgGermany
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Grüner S, Neeb M, Barandun LJ, Sielaff F, Hohn C, Kojima S, Steinmetzer T, Diederich F, Klebe G. Impact of protein and ligand impurities on ITC-derived protein–ligand thermodynamics. Biochim Biophys Acta Gen Subj 2014; 1840:2843-50. [DOI: 10.1016/j.bbagen.2014.04.018] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2014] [Revised: 04/23/2014] [Accepted: 04/25/2014] [Indexed: 11/28/2022]
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3
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Hopper JT, Sokratous K, Oldham NJ. Charge state and adduct reduction in electrospray ionization–mass spectrometry using solvent vapor exposure. Anal Biochem 2012; 421:788-90. [DOI: 10.1016/j.ab.2011.10.034] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2011] [Revised: 10/12/2011] [Accepted: 10/18/2011] [Indexed: 11/25/2022]
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4
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Schug KA, Serrano C, Frycák P. Controlled band dispersion for quantitative binding determination and analysis with electrospray ionization-mass spectrometry. MASS SPECTROMETRY REVIEWS 2010; 29:806-829. [PMID: 19890977 DOI: 10.1002/mas.20267] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
This review discusses recent emerging techniques that have been used to couple flow-injection analysis (FIA) and electrospray ionization-mass spectrometry (ESI-MS) for the quantitation of noncovalent binding interactions. Focus is placed predominantly on two such methods. Diffusion-based measurements, developed by Konermann and co-workers, uses controlled-band dispersion prior to ESI-MS to determine diffusion constants and binding constants based on the temporal variation of ligand signal measured in the mass spectrum (an indirect technique). Dynamic titration, developed by Schug and co-workers, is a direct method, where a temporal compositional gradient of a guest molecule is induced in the presence of host in solution to monitor the concentration dependence of complex formation as a function of observed complex ion abundance after ESI-MS. Further discussion places these techniques in the context of a variety of other direct and indirect ESI-MS-based binding determination methods, and highlights advantages, disadvantages, and practical considerations for their proper use to investigate a broad range of macromolecular and small-molecule interaction systems.
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Affiliation(s)
- Kevin A Schug
- Department of Chemistry & Biochemistry, The University of Texas at Arlington, Arlington, Texas 76019-0065, USA.
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Page MJ, Di Cera E. Combinatorial enzyme design probes allostery and cooperativity in the trypsin fold. J Mol Biol 2010; 399:306-19. [PMID: 20399789 DOI: 10.1016/j.jmb.2010.04.024] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2010] [Revised: 04/12/2010] [Accepted: 04/13/2010] [Indexed: 01/05/2023]
Abstract
Converting one enzyme into another is challenging due to the uneven distribution of important amino acids for function in both protein sequence and structure. We report a strategy for protein engineering allowing an organized mixing and matching of genetic material that leverages lower throughput with increased quality of screens. Our approach successfully tested the contribution of each surface-exposed loop in the trypsin fold alone and the cooperativity of their combinations towards building the substrate selectivity and Na(+)-dependent allosteric activation of the protease domain of human coagulation factor Xa into a bacterial trypsin. As the created proteases lack additional protein domains and protein co-factor activation mechanism requisite for the complexity of blood coagulation, they are stepping-stones towards further understanding and engineering of artificial clotting factors.
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Affiliation(s)
- Michael J Page
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA, USA
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Di Fenza A, Heine A, Koert U, Klebe G. Understanding binding selectivity toward trypsin and factor Xa: the role of aromatic interactions. ChemMedChem 2008; 2:297-308. [PMID: 17191291 DOI: 10.1002/cmdc.200600185] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
A congeneric series of four bis-benzamidine inhibitors sharing a dianhydrosugar isosorbide scaffold in common has been studied by crystal structure analysis and enzyme kinetics with respect to their binding to trypsin and factor Xa. Within the series, aromatic interactions are an important determinant for selectivity discrimination among both serine proteases. To study the selectivity-determining features in detail, we used trypsin mutants in which the original binding site is gradually substituted to finally resemble the factor Xa binding pocket. The influence of these mutations has been analyzed on the binding of the closely related inhibitors. We present the crystal structures of the inhibitor complexes obtained by co-crystallizing an "intermediate" trypsin mutant. They could be determined to a resolution of up to 1.2 A, and we measured the inhibitory activity (K(i)) of each ligand against factor Xa, trypsin, and the various mutants. From these data we were able to derive a detailed structure-activity relationship which demonstrates the importance of aromatic interactions in protein-ligand recognition and their role in modulating enzyme selectivity. Pronounced preference is experienced to accommodate the benzamidine anchor with meta topology in the S(1) specificity pocket. One ligand possessing only para topology deviates strongly from the other members of the series and adopts a distinct binding mode addressing the S(1)' site instead of the distal S(3)/S(4) binding pocket.
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Affiliation(s)
- Armida Di Fenza
- Institute of Pharmaceutical Chemistry, University of Marburg, Marbacher Weg 6, 35032 Marburg, Germany
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Page MJ, Carrell CJ, Di Cera E. Engineering protein allostery: 1.05 A resolution structure and enzymatic properties of a Na+-activated trypsin. J Mol Biol 2008; 378:666-72. [PMID: 18377928 DOI: 10.1016/j.jmb.2008.03.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2008] [Revised: 02/29/2008] [Accepted: 03/04/2008] [Indexed: 11/28/2022]
Abstract
Some trypsin-like proteases are endowed with Na(+)-dependent allosteric enhancement of catalytic activity, but this important mechanism has been difficult to engineer in other members of the family. Replacement of 19 amino acids in Streptomyces griseus trypsin targeting the active site and the Na(+)-binding site were found necessary to generate efficient Na(+) activation. Remarkably, this property was linked to the acquisition of a new substrate selectivity profile similar to that of factor Xa, a Na(+)-activated protease involved in blood coagulation. The X-ray crystal structure of the mutant trypsin solved to 1.05 A resolution defines the engineered Na(+) site and active site loops in unprecedented detail. The results demonstrate that trypsin can be engineered into an efficient allosteric protease, and that Na(+) activation is interwoven with substrate selectivity in the trypsin scaffold.
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Affiliation(s)
- Michael J Page
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, Box 8231, St. Louis, MO 63110, USA
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Stengl B, Meyer EA, Heine A, Brenk R, Diederich F, Klebe G. Crystal Structures of tRNA-guanine Transglycosylase (TGT) in Complex with Novel and Potent Inhibitors Unravel Pronounced Induced-fit Adaptations and Suggest Dimer Formation Upon Substrate Binding. J Mol Biol 2007; 370:492-511. [PMID: 17524419 DOI: 10.1016/j.jmb.2007.04.008] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2006] [Revised: 03/30/2007] [Accepted: 04/03/2007] [Indexed: 11/30/2022]
Abstract
The bacterial tRNA-guanine transglycosylase (TGT) is a tRNA modifying enzyme catalyzing the exchange of guanine 34 by the modified base preQ1. The enzyme is involved in the infection pathway of Shigella, causing bacterial dysentery. As no crystal structure of the Shigella enzyme is available the homologous Zymomonas mobilis TGT was used for structure-based drug design resulting in new, potent, lin-benzoguanine-based inhibitors. Thorough kinetic studies show size-dependent inhibition of these compounds resulting in either a competitive or non-competitive blocking of the base exchange reaction in the low micromolar range. Four crystal structures of TGT-inhibitor complexes were determined with a resolution of 1.58-2.1 A. These structures give insight into the structural flexibility of TGT necessary to perform catalysis. In three of the structures molecular rearrangements are observed that match with conformational changes also noticed upon tRNA substrate binding. Several water molecules are involved in these rearrangement processes. Two of them demonstrate the structural and catalytic importance of water molecules during TGT base exchange reaction. In the fourth crystal structure the inhibitor unexpectedly interferes with protein contact formation and crystal packing. In all presently known TGT crystal structures the enzyme forms tightly associated homodimers internally related by crystallographic symmetry. Upon binding of the fourth inhibitor the dimer interface, however, becomes partially disordered. This result prompted further analyses to investigate the relevance of dimer formation for the functional protein. Consultation of the available TGT structures and sequences from different species revealed structural and functional conservation across the contacting residues. This suggests that bacterial and eukaryotic TGT could possibly act as homodimers in catalysis. It is hypothesized that one unit of the dimer performs the catalytic reaction whereas the second is required to recognize and properly orient the bound tRNA for the catalytic reaction.
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Affiliation(s)
- Bernhard Stengl
- Institut für Pharmazeutische Chemie, Philipps-Universität Marburg, Marbacher Weg 6, 35032 Marburg, Germany
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9
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Klebe G. Virtual ligand screening: strategies, perspectives and limitations. Drug Discov Today 2007; 11:580-94. [PMID: 16793526 PMCID: PMC7108249 DOI: 10.1016/j.drudis.2006.05.012] [Citation(s) in RCA: 459] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2005] [Revised: 02/13/2006] [Accepted: 05/16/2006] [Indexed: 11/28/2022]
Abstract
In contrast to high-throughput screening, in virtual ligand screening (VS), compounds are selected using computer programs to predict their binding to a target receptor. A key prerequisite is knowledge about the spatial and energetic criteria responsible for protein–ligand binding. The concepts and prerequisites to perform VS are summarized here, and explanations are sought for the enduring limitations of the technology. Target selection, analysis and preparation are discussed, as well as considerations about the compilation of candidate ligand libraries. The tools and strategies of a VS campaign, and the accuracy of scoring and ranking of the results, are also considered.
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Affiliation(s)
- Gerhard Klebe
- Institute of Pharmaceutical Chemistry, University of Marburg, Marbacher Weg 6, D-35032 Marburg, Germany.
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Davies TG, Verdonk ML, Graham B, Saalau-Bethell S, Hamlett CCF, McHardy T, Collins I, Garrett MD, Workman P, Woodhead SJ, Jhoti H, Barford D. A structural comparison of inhibitor binding to PKB, PKA and PKA-PKB chimera. J Mol Biol 2007; 367:882-94. [PMID: 17275837 DOI: 10.1016/j.jmb.2007.01.004] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2006] [Revised: 12/20/2006] [Accepted: 01/03/2007] [Indexed: 01/08/2023]
Abstract
Although the crystal structure of the anti-cancer target protein kinase B (PKBbeta/Akt-2) has been useful in guiding inhibitor design, the closely related kinase PKA has generally been used as a structural mimic due to its facile crystallization with a range of ligands. The use of PKB-inhibitor crystallography would bring important benefits, including a more rigorous understanding of factors dictating PKA/PKB selectivity, and the opportunity to validate the utility of PKA-based surrogates. We present a "back-soaking" method for obtaining PKBbeta-ligand crystal structures, and provide a structural comparison of inhibitor binding to PKB, PKA, and PKA-PKB chimera. One inhibitor presented here exhibits no PKB/PKA selectivity, and the compound adopts a similar binding mode in all three systems. By contrast, the PKB-selective inhibitor A-443654 adopts a conformation in PKB and PKA-PKB that differs from that with PKA. We provide a structural explanation for this difference, and highlight the ability of PKA-PKB to mimic the true PKB binding mode in this case.
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Affiliation(s)
- Thomas G Davies
- Astex Therapeutics Ltd, 436 Cambridge Science Park, Milton Road, Cambridge, CB4 0QA, UK.
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Breitenlechner CB, Bossemeyer D, Engh RA. Crystallography for protein kinase drug design: PKA and SRC case studies. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2005; 1754:38-49. [PMID: 16269279 DOI: 10.1016/j.bbapap.2005.09.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2005] [Revised: 09/27/2005] [Accepted: 09/28/2005] [Indexed: 10/25/2022]
Abstract
Protein crystallography can be used throughout the drug discovery process to obtain diverse information critical for structure based drug design. At a minimum, a single target structure may be available. Optimally, and especially for protein kinases, a broad range of crystal structures should be obtained to characterize target flexibility, structure modulation via co-factor binding or posttranslational modification, ligand induced conformational changes, and off-target complex structures for selectivity optimization. The flexibility of the protein kinases is in contrast to the need for "crystallizable" constructs, that is, proteins that crystallize under varying conditions and in varying crystal packing arrangements. Strategies to produce crystallizable protein kinase constructs include truncation to the catalytic domain, co-crystallization with rigidifying ligands, crystallization of known rigid forms, and point mutation to improve homogeneity or mimic less crystallizable proteins. PKA, the prototypical serine/threonine protein kinase, and SRC, a tyrosine kinase and the first identified oncoprotein, provide multiple examples of these various approaches to protein kinase crystallography for drug design.
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Abstract
Proteases play diverse roles in a variety of essential biological processes, both as non-specific catalysts of protein degradation and as highly specific agents that control physiologic events. Here, we review the mechanisms of substrate specificity employed by serine proteases and focus our discussion on coagulation proteases. We dissect the interplay between active site and exosite specificity and how substrate recognition is regulated allosterically by Na+ binding. We also draw attention to a functional polarity that exists in the serine protease fold, which sheds light on the structural linkages between the active site and exosites.
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Affiliation(s)
- M J Page
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri 63110, USA
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13
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Clark SM, Konermann L. Determination of Ligand−Protein Dissociation Constants by Electrospray Mass Spectrometry-Based Diffusion Measurements. Anal Chem 2004; 76:7077-83. [PMID: 15571362 DOI: 10.1021/ac049344o] [Citation(s) in RCA: 58] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A novel approach for the quantification of ligand-protein interactions is presented. Electrospray ionization mass spectrometry (ESI-MS) is used to monitor the diffusion behavior of noncovalent ligands in the presence of their protein receptors. These data allow the fraction of free ligand in solution to be determined, such that the corresponding dissociation constants can be calculated. A set of conditions is developed that provides an "allowable range" of concentrations for this type of assay. The method is tested by applying it to two different inhibitor-enzyme systems. The dissociation constants measured for benzamidine-trypsin and for N,N',N' '-triacetylchitotriose-lysozyme are (50 +/- 10) and (6 +/- 1) mM, respectively. Both of these results are in good agreement with previous data from the literature. In contrast to traditional ESI-MS-based methods, the approach used in this work does not rely on the preservation of specific solution-type noncovalent interactions in the gas phase. It is shown that this method allows an accurate determination of dissociation constants, even in cases in which the ion abundance ratio of free to ligand-bound protein in ESI-MS does not reflect the corresponding concentration ratio in solution.
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Affiliation(s)
- Sonya M Clark
- Department of Chemistry, The University of Western Ontario, London, Ontario N6A 5B7, Canada
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Rauh D, Klebe G, Stubbs MT. Understanding Protein–Ligand Interactions: The Price of Protein Flexibility. J Mol Biol 2004; 335:1325-41. [PMID: 14729347 DOI: 10.1016/j.jmb.2003.11.041] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
In order to design selective, high-affinity ligands to a target protein, it is advantageous to understand the structural determinants for protein-ligand complex formation at the atomic level. In a model system, we have successively mapped the factor Xa binding site onto trypsin, showing that certain mutations influence both protein structure and inhibitor specificity. Our previous studies have shown that introduction of the 172SSFI175 sequence of factor Xa into rat or bovine trypsin results in the destabilisation of the intermediate helix with burial of Phe174 (the down conformation). Surface exposure of the latter residue (the up conformation) is critical for the correct formation of the aromatic box found in factor Xa-ligand complexes. In the present study, we investigate the influence of aromatic residues in position 174. Replacement with the bulky tryptophan (SSWI) shows reduced affinity for benzamidine-based inhibitors (1) and (4), whereas removal of the side-chain (alanine, SSAI) or exchange with a hydrophilic residue (arginine, SSRI) leads to a significant loss in affinity for all inhibitors studied. The variants could be crystallised in the presence of different inhibitors in multiple crystal forms. Structural characterisation of the variants revealed three different conformations of the intermediate helix and 175 loop in SSAI (down, up and super-up), as well as a complete disorder of this region in one crystal form of SSRI, suggesting that the compromised affinity of these variants is related to conformational flexibility. The influence of Glu217, peripheral to the ligand-binding site in factor Xa, was investigated. Introduction of Glu217 into trypsin variants containing the SSFI sequence exhibited enhanced affinity for the factor Xa ligands (2) and (3). The crystal structures of these variants also exhibited the down and super-up conformations, the latter of which could be converted to up upon soaking and binding of inhibitor (2). The improved affinity of the Glu217-containing variants appears to be due to a shift towards the up conformation. Thus, the reduction in affinity caused by conformational variability of the protein target can be partially or wholly offset by compensatory binding to the up conformation. The insights provided by these studies will be helpful in improving our understanding of ligand binding for the drug design process.
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Affiliation(s)
- Daniel Rauh
- Institut für Pharmazeutische Chemie der Philipps, Universität Marburg, Marbacher Weg 6, D35032 Marburg, Germany
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