51
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Ge Y, Voelz VA. Model Selection Using BICePs: A Bayesian Approach for Force Field Validation and Parameterization. J Phys Chem B 2018. [PMID: 29518328 DOI: 10.1021/acs.jpcb.7b11871] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The Bayesian Inference of Conformational Populations (BICePs) algorithm reconciles theoretical predictions of conformational state populations with sparse and/or noisy experimental measurements. Among its key advantages is its ability to perform objective model selection through a quantity we call the BICePs score, which reflects the integrated posterior evidence in favor of a given model, computed through free energy estimation methods. Here, we explore how the BICePs score can be used for force field validation and parametrization. Using a 2D lattice protein as a toy model, we demonstrate that BICePs is able to select the correct value of an interaction energy parameter given ensemble-averaged experimental distance measurements. We show that if conformational states are sufficiently fine-grained, the results are robust to experimental noise and measurement sparsity. Using these insights, we apply BICePs to perform force field evaluations for all-atom simulations of designed β-hairpin peptides against experimental NMR chemical shift measurements. These tests suggest that BICePs scores can be used for model selection in the context of all-atom simulations. We expect this approach to be particularly useful for the computational foldamer design as a tool for improving general-purpose force fields given sparse experimental measurements.
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Affiliation(s)
- Yunhui Ge
- Department of Chemistry , Temple University , Philadelphia , Pennsylvania 19122 , United States
| | - Vincent A Voelz
- Department of Chemistry , Temple University , Philadelphia , Pennsylvania 19122 , United States
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52
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Sugiki T, Furuita K, Fujiwara T, Kojima C. Current NMR Techniques for Structure-Based Drug Discovery. Molecules 2018; 23:molecules23010148. [PMID: 29329228 PMCID: PMC6017608 DOI: 10.3390/molecules23010148] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 12/28/2017] [Accepted: 01/09/2018] [Indexed: 12/22/2022] Open
Abstract
A variety of nuclear magnetic resonance (NMR) applications have been developed for structure-based drug discovery (SBDD). NMR provides many advantages over other methods, such as the ability to directly observe chemical compounds and target biomolecules, and to be used for ligand-based and protein-based approaches. NMR can also provide important information about the interactions in a protein-ligand complex, such as structure, dynamics, and affinity, even when the interaction is too weak to be detected by ELISA or fluorescence resonance energy transfer (FRET)-based high-throughput screening (HTS) or to be crystalized. In this study, we reviewed current NMR techniques. We focused on recent progress in NMR measurement and sample preparation techniques that have expanded the potential of NMR-based SBDD, such as fluorine NMR (19F-NMR) screening, structure modeling of weak complexes, and site-specific isotope labeling of challenging targets.
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Affiliation(s)
- Toshihiko Sugiki
- Institute for Protein Research, Osaka University, Osaka 565-0871, Japan.
| | - Kyoko Furuita
- Institute for Protein Research, Osaka University, Osaka 565-0871, Japan.
| | | | - Chojiro Kojima
- Institute for Protein Research, Osaka University, Osaka 565-0871, Japan.
- Graduate School of Engineering, Yokohama National University, Yokohama 240-8501, Japan.
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53
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Rooklin D, Modell AE, Li H, Berdan V, Arora PS, Zhang Y. Targeting Unoccupied Surfaces on Protein-Protein Interfaces. J Am Chem Soc 2017; 139:15560-15563. [PMID: 28759230 DOI: 10.1021/jacs.7b05960] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The use of peptidomimetic scaffolds to target protein-protein interfaces is a promising strategy for inhibitor design. The strategy relies on mimicry of protein motifs that exhibit a concentration of native hot spot residues. To address this constraint, we present a pocket-centric computational design strategy guided by AlphaSpace to identify high-quality pockets near the peptidomimetic motif that are both targetable and unoccupied. Alpha-clusters serve as a spatial representation of pocket space and are used to guide the selection of natural and non-natural amino acid mutations to design inhibitors that optimize pocket occupation across the interface. We tested the strategy against a challenging protein-protein interaction target, KIX/MLL, by optimizing a single helical motif within MLL to compete against the full-length wild-type MLL sequence. Molecular dynamics simulation and experimental fluorescence polarization assays are used to verify the efficacy of the optimized peptide sequence.
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Affiliation(s)
- David Rooklin
- Department of Chemistry, New York University , New York, New York 10003, United States
| | - Ashley E Modell
- Department of Chemistry, New York University , New York, New York 10003, United States
| | - Haotian Li
- Department of Chemistry, New York University , New York, New York 10003, United States
| | - Viktoriya Berdan
- Department of Chemistry, New York University , New York, New York 10003, United States
| | - Paramjit S Arora
- Department of Chemistry, New York University , New York, New York 10003, United States
| | - Yingkai Zhang
- Department of Chemistry, New York University , New York, New York 10003, United States.,NYU-ECNU Center for Computational Chemistry, New York University-Shanghai , Shanghai 200122, China
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54
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Barnash KD, Lamb KN, James LI, Frye SV. Peptide Technologies in the Development of Chemical Tools for Chromatin-Associated Machinery. Drug Dev Res 2017. [DOI: 10.1002/ddr.21398] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Kimberly D. Barnash
- Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy; University of North Carolina at Chapel Hill; Chapel Hill North Carolina 27599
| | - Kelsey N. Lamb
- Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy; University of North Carolina at Chapel Hill; Chapel Hill North Carolina 27599
| | - Lindsey I. James
- Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy; University of North Carolina at Chapel Hill; Chapel Hill North Carolina 27599
| | - Stephen V. Frye
- Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy; University of North Carolina at Chapel Hill; Chapel Hill North Carolina 27599
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55
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Valeur E, Guéret SM, Adihou H, Gopalakrishnan R, Lemurell M, Waldmann H, Grossmann TN, Plowright AT. New Modalities for Challenging Targets in Drug Discovery. Angew Chem Int Ed Engl 2017; 56:10294-10323. [PMID: 28186380 DOI: 10.1002/anie.201611914] [Citation(s) in RCA: 233] [Impact Index Per Article: 33.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Revised: 01/31/2017] [Indexed: 12/11/2022]
Abstract
Our ever-increasing understanding of biological systems is providing a range of exciting novel biological targets, whose modulation may enable novel therapeutic options for many diseases. These targets include protein-protein and protein-nucleic acid interactions, which are, however, often refractory to classical small-molecule approaches. Other types of molecules, or modalities, are therefore required to address these targets, which has led several academic research groups and pharmaceutical companies to increasingly use the concept of so-called "new modalities". This Review defines for the first time the scope of this term, which includes novel peptidic scaffolds, oligonucleotides, hybrids, molecular conjugates, as well as new uses of classical small molecules. We provide the most representative examples of these modalities to target large binding surface areas such as those found in protein-protein interactions and for biological processes at the center of cell regulation.
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Affiliation(s)
- Eric Valeur
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca, Pepparedsleden 1, Mölndal, 431 83, Sweden
| | - Stéphanie M Guéret
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca, Pepparedsleden 1, Mölndal, 431 83, Sweden.,AstraZeneca MPI Satellite Unit, Abteilung Chemische Biologie, Max Planck Institut für Molekulare Physiologie, Dortmund, Germany
| | - Hélène Adihou
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca, Pepparedsleden 1, Mölndal, 431 83, Sweden.,AstraZeneca MPI Satellite Unit, Abteilung Chemische Biologie, Max Planck Institut für Molekulare Physiologie, Dortmund, Germany
| | - Ranganath Gopalakrishnan
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca, Pepparedsleden 1, Mölndal, 431 83, Sweden.,AstraZeneca MPI Satellite Unit, Abteilung Chemische Biologie, Max Planck Institut für Molekulare Physiologie, Dortmund, Germany
| | - Malin Lemurell
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca, Pepparedsleden 1, Mölndal, 431 83, Sweden
| | - Herbert Waldmann
- Abteilung Chemische Biologie, Max Planck Institut für Molekulare Physiologie, Dortmund, Germany.,Fakultät für Chemie und Chemische Biologie, Technische Universität Dortmund, Germany
| | - Tom N Grossmann
- Chemical Genomics Centre of the Max Planck Society, Dortmund, Germany.,Department of Chemistry & Pharmaceutical Sciences, VU University Amsterdam, The Netherlands
| | - Alleyn T Plowright
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca, Pepparedsleden 1, Mölndal, 431 83, Sweden
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56
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Valeur E, Guéret SM, Adihou H, Gopalakrishnan R, Lemurell M, Waldmann H, Grossmann TN, Plowright AT. Neue Modalitäten für schwierige Zielstrukturen in der Wirkstoffentwicklung. Angew Chem Int Ed Engl 2017. [DOI: 10.1002/ange.201611914] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Eric Valeur
- Cardiovascular and Metabolic Diseases; Innovative Medicines and Early Development Biotech Unit; AstraZeneca; Pepparedsleden 1 Mölndal 431 83 Schweden
| | - Stéphanie M. Guéret
- Cardiovascular and Metabolic Diseases; Innovative Medicines and Early Development Biotech Unit; AstraZeneca; Pepparedsleden 1 Mölndal 431 83 Schweden
- AstraZeneca MPI Satellite Unit; Abteilung Chemische Biologie; Max-Planck-Institut für Molekulare Physiologie; Dortmund Deutschland
| | - Hélène Adihou
- Cardiovascular and Metabolic Diseases; Innovative Medicines and Early Development Biotech Unit; AstraZeneca; Pepparedsleden 1 Mölndal 431 83 Schweden
- AstraZeneca MPI Satellite Unit; Abteilung Chemische Biologie; Max-Planck-Institut für Molekulare Physiologie; Dortmund Deutschland
| | - Ranganath Gopalakrishnan
- Cardiovascular and Metabolic Diseases; Innovative Medicines and Early Development Biotech Unit; AstraZeneca; Pepparedsleden 1 Mölndal 431 83 Schweden
- AstraZeneca MPI Satellite Unit; Abteilung Chemische Biologie; Max-Planck-Institut für Molekulare Physiologie; Dortmund Deutschland
| | - Malin Lemurell
- Cardiovascular and Metabolic Diseases; Innovative Medicines and Early Development Biotech Unit; AstraZeneca; Pepparedsleden 1 Mölndal 431 83 Schweden
| | - Herbert Waldmann
- Abteilung Chemische Biologie; Max-Planck-Institut für Molekulare Physiologie; Dortmund Deutschland
- Fakultät für Chemie and Chemische Biologie; Technische Universität Dortmund; Deutschland
| | - Tom N. Grossmann
- Chemical Genomics Centre der Max-Planck-Gesellschaft; Dortmund Deutschland
- Department of Chemistry & Pharmaceutical Sciences; VU University Amsterdam; Niederlande
| | - Alleyn T. Plowright
- Cardiovascular and Metabolic Diseases; Innovative Medicines and Early Development Biotech Unit; AstraZeneca; Pepparedsleden 1 Mölndal 431 83 Schweden
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57
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Ge Y, Kier BL, Andersen NH, Voelz VA. Computational and Experimental Evaluation of Designed β-Cap Hairpins Using Molecular Simulations and Kinetic Network Models. J Chem Inf Model 2017; 57:1609-1620. [PMID: 28614661 DOI: 10.1021/acs.jcim.7b00132] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Molecular simulation has been used to model the detailed folding properties of peptides, yet prospective computational peptide design by such approaches remains challenging and nontrivial. To test the accuracy of simulation-based hairpin design, we characterized the folding properties of a series of so-called β-cap hairpin peptides designed to mimic a conserved hairpin of LapD, a bacterial intracellular signaling protein, both experimentally by NMR spectroscopy and computationally by implicit-solvent replica-exchange molecular dynamics using three different AMBER force fields (ff96, ff99sb-ildn, and ff99sb-ildn-NMR). A unique challenge presented by these designs is the presence of both a terminal Trp-Trp capping motif and a conserved GWxQ motif in the hairpin turn required for binding to LapG. Consistent with previous studies, we found AMBER ff96 to be the most accurate when used with the OBC GBSA implicit solvent model, despite its known bias toward β-sheet conformations when used in explicit-solvent simulations. To gain microscopic insight into the folding landscape of the hairpin designs, we additionally performed parallel simulations on the Folding@home distributed computing platform using AMBER ff99sb-ildn-NMR with TIP3P explicit solvent. Markov state models (MSMs) built from trajectory data reveal a number of non-native interactions between Trp and other amino acid side chains, creating potential problems in achieving well-folded hairpin structures in solution.
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Affiliation(s)
- Yunhui Ge
- Department of Chemistry, Temple University , Philadelphia, Pennsylvania 19122, United States
| | - Brandon L Kier
- Department of Chemistry, University of Washington , Seattle, Washington 98195, United States
| | - Niels H Andersen
- Department of Chemistry, University of Washington , Seattle, Washington 98195, United States
| | - Vincent A Voelz
- Department of Chemistry, Temple University , Philadelphia, Pennsylvania 19122, United States
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58
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Sawyer N, Watkins AM, Arora PS. Protein Domain Mimics as Modulators of Protein-Protein Interactions. Acc Chem Res 2017; 50:1313-1322. [PMID: 28561588 DOI: 10.1021/acs.accounts.7b00130] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Protein-protein interactions (PPIs) are ubiquitous in biological systems and often misregulated in disease. As such, specific PPI modulators are desirable to unravel complex PPI pathways and expand the number of druggable targets available for therapeutic intervention. However, the large size and relative flatness of PPI interfaces make them challenging molecular targets. This Account describes our systematic approach using secondary and tertiary protein domain mimics (PDMs) to specifically modulate PPIs. Our strategy focuses on mimicry of regular secondary and tertiary structure elements from one of the PPI partners to inspire rational PDM design. We have compiled three databases (HIPPDB, SIPPDB, and DIPPDB) of secondary and tertiary structures at PPI interfaces to guide our designs and better understand the energetics of PPI secondary and tertiary structures. Our efforts have focused on three of the most common secondary and tertiary structures: α-helices, β-strands, and helix dimers (e.g., coiled coils). To mimic α-helices, we designed the hydrogen bond surrogate (HBS) as an isosteric PDM and the oligooxopiperazine helix mimetic (OHM) as a topographical PDM. The nucleus of the HBS approach is a peptide macrocycle in which the N-terminal i, i + 4 main-chain hydrogen bond is replaced with a covalent carbon-carbon bond. In mimicking a main-chain hydrogen bond, the HBS approach stabilizes the α-helical conformation while leaving all helical faces available for functionalization to tune binding affinity and specificity. The OHM approach, in contrast, envisions a tetrapeptide to mimic one face of a two-turn helix. We anticipated that placement of ethylene bridges between adjacent amides constrains the tetrapeptide backbone to mimic the i, i + 4, and i + 7 side chains on one face of an α-helix. For β-strands, we developed triazolamers, a topographical PDM where the peptide bonds are replaced by triazoles. The triazoles simultaneously stabilize the extended, zigzag conformation of β-strands and transform an otherwise ideal protease substrate into a stable molecule by replacement of the peptide bonds. We turned to a salt bridge surrogate (SBS) approach as a means for stabilizing very short helix dimers. As with the HBS approach, the SBS strategy replaces a noncovalent interaction with a covalent bond. Specifically, we used a bis-triazole linkage that mimics a salt bridge interaction to drive helix association and folding. Using this approach, we were able to stabilize helix dimers that are less than half of the length required to form a coiled coil from two independent strands. In addition to demonstrating the stabilization of desired structures, we have also shown that our designed PDMs specifically modulate target PPIs in vitro and in vivo. Examples of PPIs successfully targeted include HIF1α/p300, p53/MDM2, Bcl-xL/Bak, Ras/Sos, and HIV gp41. The PPI databases and designed PDMs created in these studies will aid development of a versatile set of molecules to probe complex PPI functions and, potentially, PPI-based therapeutics.
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Affiliation(s)
- Nicholas Sawyer
- Department of Chemistry, New York University, 100 Washington Square East, New York, New York 10003, United States
| | - Andrew M. Watkins
- Department of Chemistry, New York University, 100 Washington Square East, New York, New York 10003, United States
| | - Paramjit S. Arora
- Department of Chemistry, New York University, 100 Washington Square East, New York, New York 10003, United States
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59
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Burslem GM, Kyle HF, Nelson A, Edwards TA, Wilson AJ. Hypoxia inducible factor (HIF) as a model for studying inhibition of protein-protein interactions. Chem Sci 2017; 8:4188-4202. [PMID: 28878873 PMCID: PMC5576430 DOI: 10.1039/c7sc00388a] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2017] [Accepted: 03/31/2017] [Indexed: 12/21/2022] Open
Abstract
The state of the art in identifying protein–protein interaction inhibitors of hypoxia inducible factor – a promising target for anticancer drug design – is described.
The modulation of protein–protein interactions (PPIs) represents a major challenge in modern chemical biology. Current approaches (e.g. high-throughput screening, computer aided ligand design) are recognised as having limitations in terms of identification of hit matter. Considerable success has been achieved in terms of developing new approaches to PPI modulator discovery using the p53/hDM2 and Bcl-2 family of PPIs. However these important targets in oncology might be considered as “low-hanging-fruit”. Hypoxia inducible factor (HIF) is an emerging, but not yet fully validated target for cancer chemotherapy. Its role is to regulate the hypoxic response and it does so through a plethora of protein–protein interactions of varying topology, topography and complexity: its modulation represents an attractive approach to prevent development of new vasculature by hypoxic tumours.
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Affiliation(s)
- George M Burslem
- School of Chemistry , University of Leeds , Woodhouse Lane , Leeds LS2 9JT , UK . .,Astbury Centre for Structural Molecular Biology , University of Leeds , Woodhouse Lane , Leeds LS2 9JT , UK
| | - Hannah F Kyle
- Astbury Centre for Structural Molecular Biology , University of Leeds , Woodhouse Lane , Leeds LS2 9JT , UK.,School of Molecular and Cellular Biology , Faculty of Biological Sciences , University of Leeds , Woodhouse Lane , Leeds LS2 9JT , UK
| | - Adam Nelson
- School of Chemistry , University of Leeds , Woodhouse Lane , Leeds LS2 9JT , UK . .,Astbury Centre for Structural Molecular Biology , University of Leeds , Woodhouse Lane , Leeds LS2 9JT , UK
| | - Thomas A Edwards
- Astbury Centre for Structural Molecular Biology , University of Leeds , Woodhouse Lane , Leeds LS2 9JT , UK.,School of Molecular and Cellular Biology , Faculty of Biological Sciences , University of Leeds , Woodhouse Lane , Leeds LS2 9JT , UK
| | - Andrew J Wilson
- School of Chemistry , University of Leeds , Woodhouse Lane , Leeds LS2 9JT , UK . .,Astbury Centre for Structural Molecular Biology , University of Leeds , Woodhouse Lane , Leeds LS2 9JT , UK
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60
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Abstract
A key molecular species in Alzheimer's disease (AD) is the Aβ42 alloform of Aβ peptide, which is dominant in the amyloid plaques deposited in the brains of AD patients. Recent studies have decisively demonstrated that the prefibrillar soluble oligomers are the neurotoxic culprits and are associated with the pathology of AD. Nascent Aβ42 is predominantly disordered but samples α-helical conformations covering residues 15-24 and 29-35 in the presence of micelles and structure-inducing solvents. In this report, a focused library of oligopyridylamide based α-helical mimetics was designed to target the central α-helix subdomain of Aβ (Aβ13-26). A tripyridylamide, ADH-41, was identified as one of the most potent antagonists of Aβ fibrillation. Amyloid-assembly kinetics, transmission electron microscopy (TEM), and atomic force microscopy (AFM) show that ADH-41 wholly suppresses the aggregation of Aβ at a substoichiometric dose. Dot blot and ELISA assays demonstrate the inhibition of the putative neurotoxic Aβ oligomers. ADH-41 targets Aβ in a sequence and structure-specific manner, as it did not have any effect on the aggregation of islet amyloid polypeptide (IAPP), a peptide which shares sequence similarity with Aβ. Spectroscopic studies using NMR and CD confirm induction of α-helicity in Aβ mediated by ADH-41. Calorimetric and fluorescence titrations yielded binding affinity in the low micromolar range. ADH-41 was also effective at inhibiting the seed-catalyzed aggregation of Aβ probably by modulating the Aβ conformation into a fiber incompetent structure. Overall, we speculate that ADH-41 directs Aβ into off-pathway structures, and thereby alters various solution based functions of Aβ. Cell-based assays to assess the effect of ADH-41 on Aβ are underway and will be presented in due course.
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Affiliation(s)
- Sunil Kumar
- Department of Chemistry, New York University , New York, New York 10003, United States
| | - Andrew D Hamilton
- Department of Chemistry, New York University , New York, New York 10003, United States
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61
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Abstract
Bio-inspired synthetic backbones leading to foldamers can provide effective biopolymer mimics with new and improved properties in a physiological environment, and in turn could serve as useful tools to study biology and lead to practical applications in the areas of diagnostics or therapeutics. Remarkable progress has been accomplished over the past 20 years with the discovery of many potent bioactive foldamers originating from diverse backbones and targeting a whole spectrum of bio(macro)molecules such as membranes, protein surfaces, and nucleic acids. These current achievements, future opportunities, and key challenges that remain are discussed in this article.
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62
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Watkins AM, Bonneau R, Arora PS. Modeling and Design of Peptidomimetics to Modulate Protein-Protein Interactions. Methods Mol Biol 2017; 1561:291-307. [PMID: 28236245 DOI: 10.1007/978-1-4939-6798-8_17] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
We describe a modular approach to identify and inhibit protein-protein interactions (PPIs) that are mediated by protein secondary and tertiary structures with rationally designed peptidomimetics. Our analysis begins with entries of high-resolution complexes in the Protein Data Bank and utilizes conformational sampling, scoring, and design capabilities of advanced biomolecular modeling software to develop peptidomimetics.
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Affiliation(s)
| | - Richard Bonneau
- Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY, USA
- Computer Science Department, Courant Institute of Mathematical Sciences, New York University, New York, NY, USA
| | - Paramjit S Arora
- Department of Chemistry, New York University, 29 Washington Place, Brown Bldg., Room 360, New York, NY, USA.
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63
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Mukherjee S, Pantelopulos GA, Voelz VA. Markov models of the apo-MDM2 lid region reveal diffuse yet two-state binding dynamics and receptor poses for computational docking. Sci Rep 2016; 6:31631. [PMID: 27538695 PMCID: PMC4990920 DOI: 10.1038/srep31631] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2016] [Accepted: 07/22/2016] [Indexed: 12/11/2022] Open
Abstract
MDM2 is a negative regulator of p53 activity and an important target for cancer therapeutics. The N-terminal lid region of MDM2 modulates interactions with p53 via competition for its binding cleft, exchanging slowly between docked and undocked conformations in the absence of p53. To better understand these dynamics, we constructed Markov State Models (MSMs) from large collections of unbiased simulation trajectories of apo-MDM2, and find strong evidence for diffuse, yet two-state folding and binding of the N-terminal region to the p53 receptor site. The MSM also identifies holo-like receptor conformations highly suitable for computational docking, despite initiating trajectories from closed-cleft receptor structures unsuitable for docking. Fixed-anchor docking studies using a test set of high-affinity small molecules and peptides show simulated receptor ensembles achieve docking successes comparable to cross-docking studies using crystal structures of receptors bound by alternative ligands. For p53, the best-scoring receptor structures have the N-terminal region lid region bound in a helical conformation mimicking the bound structure of p53, suggesting lid region association induces receptor conformations suitable for binding. These results suggest that MD + MSM approaches can sample binding-competent receptor conformations suitable for computational peptidomimetic design, and that inclusion of disordered regions may be essential to capturing the correct receptor dynamics.
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Affiliation(s)
| | | | - Vincent A Voelz
- Department of Chemistry, Temple University, Philadelphia, PA, USA
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64
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Gopalakrishnan R, Frolov AI, Knerr L, Drury WJ, Valeur E. Therapeutic Potential of Foldamers: From Chemical Biology Tools To Drug Candidates? J Med Chem 2016; 59:9599-9621. [PMID: 27362955 DOI: 10.1021/acs.jmedchem.6b00376] [Citation(s) in RCA: 122] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Over the past decade, foldamers have progressively emerged as useful architectures to mimic secondary structures of proteins. Peptidic foldamers, consisting of various amino acid based backbones, have been the most studied from a therapeutic perspective, while polyaromatic foldamers have barely evolved from their nascency and remain perplexing for medicinal chemists due to their poor drug-like nature. Despite these limitations, this compound class may still offer opportunities to study challenging targets or provide chemical biology tools. The potential of foldamer drug candidates reaching the clinic is still a stretch. Nevertheless, advances in the field have demonstrated their potential for the discovery of next generation therapeutics. In this perspective, the current knowledge of foldamers is reviewed in a drug discovery context. Recent advances in the early phases of drug discovery including hit finding, target validation, and optimization and molecular modeling are discussed. In addition, challenges and focus areas are debated and gaps highlighted.
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Affiliation(s)
- Ranganath Gopalakrishnan
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca , Pepparedsleden 1, Mölndal, 431 83, Sweden.,AstraZeneca MPI Satellite Unit, Department of Chemical Biology, Max Planck Institute of Molecular Physiology , Dortmund 44202, Germany
| | - Andrey I Frolov
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca , Pepparedsleden 1, Mölndal, 431 83, Sweden
| | - Laurent Knerr
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca , Pepparedsleden 1, Mölndal, 431 83, Sweden
| | - William J Drury
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca , Pepparedsleden 1, Mölndal, 431 83, Sweden
| | - Eric Valeur
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca , Pepparedsleden 1, Mölndal, 431 83, Sweden
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65
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Checco JW, Gellman SH. Targeting recognition surfaces on natural proteins with peptidic foldamers. Curr Opin Struct Biol 2016; 39:96-105. [PMID: 27390896 DOI: 10.1016/j.sbi.2016.06.014] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2016] [Revised: 05/22/2016] [Accepted: 06/15/2016] [Indexed: 11/30/2022]
Abstract
Molecules intended to antagonize protein-protein interactions or augment polypeptide-based signaling must bind tightly to large and specific surfaces on target proteins. Some types of unnatural oligomers with discrete folding propensities ('foldamers') have recently been shown to display this capability. This review covers important recent advances among several classes of foldamers, including α-peptides with secondary structures stabilized by covalent bonds, d-α-peptides, α/β-peptides and oligo-oxopiperazines. Recent advances in this area have involved enhancing membrane permeability to provide access to intracellular protein targets, improving pharmacokinetics and duration of action in vivo, and developing strategies appropriate for targeting large and irregularly-shaped protein surfaces.
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Affiliation(s)
- James W Checco
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Samuel H Gellman
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI 53706, USA.
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66
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Modell AE, Blosser SL, Arora PS. Systematic Targeting of Protein-Protein Interactions. Trends Pharmacol Sci 2016; 37:702-713. [PMID: 27267699 DOI: 10.1016/j.tips.2016.05.008] [Citation(s) in RCA: 109] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 05/14/2016] [Accepted: 05/16/2016] [Indexed: 12/22/2022]
Abstract
Over the past decade, protein-protein interactions (PPIs) have gone from being neglected as 'undruggable' to being considered attractive targets for the development of therapeutics. Recent advances in computational analysis, fragment-based screening, and molecular design have revealed promising strategies to address the basic molecular recognition challenge: how to target large protein surfaces with specificity. Several systematic and complementary workflows have been developed to yield successful inhibitors of PPIs. Here we review the major contemporary approaches utilized for the discovery of inhibitors and focus on a structure-based workflow, from the selection of a biological target to design.
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Affiliation(s)
- Ashley E Modell
- Department of Chemistry, New York University, New York, NY 10003, USA
| | - Sarah L Blosser
- Department of Chemistry, New York University, New York, NY 10003, USA
| | - Paramjit S Arora
- Department of Chemistry, New York University, New York, NY 10003, USA
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67
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Kodadek T, McEnaney PJ. Towards vast libraries of scaffold-diverse, conformationally constrained oligomers. Chem Commun (Camb) 2016; 52:6038-59. [PMID: 26996593 PMCID: PMC4846527 DOI: 10.1039/c6cc00617e] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
There is great interest in the development of probe molecules and drug leads that would bind tightly and selectively to protein surfaces that are difficult to target with traditional molecules, such as those involved in protein-protein interactions. The currently available evidence suggests that this will require molecules that are larger and have quite different chemical properties than typical Lipinski-compliant molecules that target enzyme active sites. We describe here efforts to develop vast libraries of conformationally constrained oligomers as a potentially rich source of these molecules.
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Affiliation(s)
- Thomas Kodadek
- Departments of Chemistry and Cancer Biology, The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, USA.
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68
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Azzarito V, Rowell P, Barnard A, Edwards TA, Macdonald A, Warriner SL, Wilson AJ. Probing Protein Surfaces: QSAR Analysis with Helix Mimetics. Chembiochem 2016; 17:768-73. [PMID: 26690307 PMCID: PMC6591138 DOI: 10.1002/cbic.201500504] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Indexed: 12/17/2022]
Abstract
α-Helix-mediated protein-protein interactions (PPIs) are important targets for small-molecule inhibition; however, generic approaches to inhibitor design are in their infancy and would benefit from QSAR analyses to rationalise the noncovalent basis of molecular recognition by designed ligands. Using a helix mimetic based on an oligoamide scaffold, we have exploited the power of a modular synthesis to access compounds that can readily be used to understand the noncovalent determinants of hDM2 recognition by this series of cell-active p53/hDM2 inhibitors.
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Affiliation(s)
- Valeria Azzarito
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK
| | - Philip Rowell
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK
- School of Molecular and Cellular Biology, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK
| | - Anna Barnard
- Department of Chemistry, Imperial College London, London, London, SW7 2AZ, UK
- Institue of Chemical Biology, Imperial College London, London, SW7 2AZ, UK
| | - Thomas A Edwards
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK
- School of Molecular and Cellular Biology, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK
| | - Andrew Macdonald
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK
- School of Molecular and Cellular Biology, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK
| | - Stuart L Warriner
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK.
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK.
| | - Andrew J Wilson
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK.
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK.
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69
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Basse MJ, Betzi S, Morelli X, Roche P. 2P2Idb v2: update of a structural database dedicated to orthosteric modulation of protein-protein interactions. DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION 2016; 2016:baw007. [PMID: 26980515 PMCID: PMC4792518 DOI: 10.1093/database/baw007] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2015] [Accepted: 01/13/2016] [Indexed: 11/30/2022]
Abstract
2P2Idb is a hand-curated structural database dedicated to protein–protein interactions with known small molecule orthosteric modulators. It compiles the structural information related to orthosteric inhibitors and their target [i.e. related 3D structures available in the RCSB Protein Data Bank (PDB)] and provides links to other useful databases. 2P2Idb includes all interactions for which both the protein–protein and protein–inhibitor complexes have been structurally characterized. Since its first release in 2010, the database has grown constantly and the current version contains 27 protein–protein complexes and 274 protein–inhibitor complexes corresponding to 242 unique small molecule inhibitors which represent almost a 5-fold increase compared to the previous version. A number of new data have been added, including new protein–protein complexes, binding affinities, molecular descriptors, precalculated interface parameters and links to other webservers. A new query tool has been implemented to search for inhibitors within the database using standard molecular descriptors. A novel version of the 2P2I-inspector tool has been implemented to calculate a series of physical and chemical parameters of the protein interfaces. Several geometrical parameters including planarity, eccentricity and circularity have been added as well as customizable distance cutoffs. This tool has also been extended to protein–ligand interfaces. The 2P2I database thus represents a wealth of structural source of information for scientists interested in the properties of protein–protein interactions and the design of protein–protein interaction modulators. Database URL:http://2p2idb.cnrs-mrs.fr
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Affiliation(s)
- Marie-Jeanne Basse
- Centre de Recherche en Cancérologie de Marseille (CRCM); CNRS, UMR 7258; INSERM U1068; Institut Paoli-Calmettes; Aix-Marseille Université; Marseille 13009, France
| | - Stéphane Betzi
- Centre de Recherche en Cancérologie de Marseille (CRCM); CNRS, UMR 7258; INSERM U1068; Institut Paoli-Calmettes; Aix-Marseille Université; Marseille 13009, France
| | - Xavier Morelli
- Centre de Recherche en Cancérologie de Marseille (CRCM); CNRS, UMR 7258; INSERM U1068; Institut Paoli-Calmettes; Aix-Marseille Université; Marseille 13009, France
| | - Philippe Roche
- Centre de Recherche en Cancérologie de Marseille (CRCM); CNRS, UMR 7258; INSERM U1068; Institut Paoli-Calmettes; Aix-Marseille Université; Marseille 13009, France
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70
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Peptide-based inhibitors of protein–protein interactions. Bioorg Med Chem Lett 2016; 26:707-713. [DOI: 10.1016/j.bmcl.2015.12.084] [Citation(s) in RCA: 115] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2015] [Revised: 12/22/2015] [Accepted: 12/23/2015] [Indexed: 12/22/2022]
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71
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Zanet J, Chanut-Delalande H, Plaza S, Payre F. Small Peptides as Newcomers in the Control of Drosophila Development. Curr Top Dev Biol 2016; 117:199-219. [PMID: 26969979 DOI: 10.1016/bs.ctdb.2015.11.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Throughout the last century, studies using the fruit fly have contributed to the discovery of many key genetic elements that control animal development. Recent work has shed light on an unexpectedly large number of RNAs that lack the classical hallmarks of protein-coding genes and are thus referred to as noncoding RNAs. However, there is mounting evidence that both mRNA and noncoding RNAs often contain small open reading frames (sORFs/smORFs), which can be translated into peptides. While genome-wide profiling supports a pervasive translation of these noncanonical sORF/smORF/SEP peptides, their functions remain poorly understood. Here, we review recent data obtained in Drosophila demonstrating the overlooked role of smORF peptides in the control of development and adult life. Focusing on a few smORF peptides whose functions have been elucidated recently, we discuss the importance of these newly identified regulatory molecules and how they act to regulate the building and function of the whole organism.
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Affiliation(s)
- J Zanet
- Centre de Biologie du Développement, Université de Toulouse, UPS, Toulouse, France; Centre de Biologie du Développement, CNRS, UMR5547, Toulouse, France
| | - H Chanut-Delalande
- Centre de Biologie du Développement, Université de Toulouse, UPS, Toulouse, France; Centre de Biologie du Développement, CNRS, UMR5547, Toulouse, France
| | - Serge Plaza
- Centre de Biologie du Développement, Université de Toulouse, UPS, Toulouse, France; Centre de Biologie du Développement, CNRS, UMR5547, Toulouse, France.
| | - Francios Payre
- Centre de Biologie du Développement, Université de Toulouse, UPS, Toulouse, France; Centre de Biologie du Développement, CNRS, UMR5547, Toulouse, France.
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72
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Lee JH, Oh M, Kim HS, Lee H, Im W, Lim HS. Converting One-Face α-Helix Mimetics into Amphiphilic α-Helix Mimetics as Potent Inhibitors of Protein-Protein Interactions. ACS COMBINATORIAL SCIENCE 2016; 18:36-42. [PMID: 26651509 DOI: 10.1021/acscombsci.5b00080] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Many biologically active α-helical peptides adopt amphiphilic helical structures that contain hydrophobic residues on one side and hydrophilic residues on the other side. Therefore, α-helix mimetics capable of mimicking such amphiphilic helical peptides should possess higher binding affinity and specificity to target proteins. Here we describe an efficient method for generating amphiphilic α-helix mimetics. One-face α-helix mimetics having hydrophobic side chains on one side was readily converted into amphiphilic α-helix mimetics by introducing appropriate charged residues on the opposite side. We also demonstrate that such two-face amphiphilic α-helix mimetics indeed show remarkably improved binding affinity to a target protein, compared to one-face hydrophobic α-helix mimetics. We believe that generating a large combinatorial library of these amphiphilic α-helix mimetics can be valuable for rapid discovery of highly potent and specific modulators of protein-protein interactions.
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Affiliation(s)
- Ji Hoon Lee
- New
Drug Development Center, Daegu Gyeongbuk Medical Innovation Foundation, Daegu 701-310, South Korea
| | - Misook Oh
- Department
of Chemistry, Pohang University of Science and Technology (POSTECH), Pohang 790-784, South Korea
- Department
of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana 46202, United States
| | - Hyun Soo Kim
- Department
of Chemistry, Pohang University of Science and Technology (POSTECH), Pohang 790-784, South Korea
| | - Huisun Lee
- Department
of Molecular Biosciences and Centre for Computational Biology, The University of Kansas, Lawrence, Kansas 66047, United States
| | - Wonpil Im
- Department
of Molecular Biosciences and Centre for Computational Biology, The University of Kansas, Lawrence, Kansas 66047, United States
| | - Hyun-Suk Lim
- Department
of Chemistry, Pohang University of Science and Technology (POSTECH), Pohang 790-784, South Korea
- Department
of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana 46202, United States
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73
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Bakail M, Ochsenbein F. Targeting protein–protein interactions, a wide open field for drug design. CR CHIM 2016. [DOI: 10.1016/j.crci.2015.12.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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74
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Wang ZA, Ding XZ, Tian CL, Zheng JS. Protein/peptide secondary structural mimics: design, characterization, and modulation of protein–protein interactions. RSC Adv 2016. [DOI: 10.1039/c6ra13976k] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
This review discusses general aspects of novel artificial peptide secondary structure mimics for modulation of PPIs, their therapeutic applications and future prospects.
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Affiliation(s)
- Zhipeng A. Wang
- School of Life Sciences
- University of Science and Technology of China
- Hefei 230026
- China
- Department of Chemistry
| | - Xiaozhe Z. Ding
- School of Life Sciences
- Tsinghua University
- Beijing 100084
- China
- Department of Bioengineering
| | - Chang-Lin Tian
- School of Life Sciences
- University of Science and Technology of China
- Hefei 230026
- China
| | - Ji-Shen Zheng
- School of Life Sciences
- University of Science and Technology of China
- Hefei 230026
- China
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75
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Mukherjee S, Zhou G, Michel C, Voelz VA. Insights into Peptoid Helix Folding Cooperativity from an Improved Backbone Potential. J Phys Chem B 2015; 119:15407-17. [PMID: 26584227 DOI: 10.1021/acs.jpcb.5b09625] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Peptoids (N-substituted oligoglycines) are biomimetic polymers that can fold into a variety of unique structural scaffolds. Peptoid helices, which result from the incorporation of bulky chiral side chains, are a key peptoid structural motif whose formation has not yet been accurately modeled in molecular simulations. Here, we report that a simple modification of the backbone φ-angle potential in GAFF is able to produce well-folded cis-amide helices of (S)-N-(1-phenylethyl)glycine (Nspe), consistent with experiment. We validate our results against both QM calculations and NMR experiments. For this latter task, we make quantitative comparisons to sparse NOE data using the Bayesian Inference of Conformational Populations (BICePs) algorithm, a method we have recently developed for this purpose. We then performed extensive REMD simulations of Nspe oligomers as a function of chain length and temperature to probe the molecular forces driving cooperative helix formation. Analysis of simulation data by Lifson-Roig helix-coil theory show that the modified potential predicts much more cooperative folding for Nspe helices. Unlike peptides, per-residue entropy changes for helix nucleation and extension are mostly positive, suggesting that steric bulk provides the main driving force for folding. We expect these results to inform future work aimed at predicting and designing peptoid peptidomimetics and tertiary assemblies of peptoid helices.
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Affiliation(s)
- Sudipto Mukherjee
- Department of Chemistry, Temple University , Philadelphia, Pennsylvania 19122, United States
| | - Guangfeng Zhou
- Department of Chemistry, Temple University , Philadelphia, Pennsylvania 19122, United States
| | - Chris Michel
- Department of Chemistry, Temple University , Philadelphia, Pennsylvania 19122, United States
| | - Vincent A Voelz
- Department of Chemistry, Temple University , Philadelphia, Pennsylvania 19122, United States
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76
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Lu S, Jang H, Zhang J, Nussinov R. Inhibitors of Ras-SOS Interactions. ChemMedChem 2015; 11:814-21. [PMID: 26630662 DOI: 10.1002/cmdc.201500481] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Indexed: 12/18/2022]
Abstract
Activating Ras mutations are found in about 30 % of human cancers. Ras activation is regulated by guanine nucleotide exchange factors, such as the son of sevenless (SOS), which form protein-protein interactions (PPIs) with Ras and catalyze the exchange of GDP by GTP. This is the rate-limiting step in Ras activation. However, Ras surfaces lack any evident suitable pockets where a molecule might bind tightly, rendering Ras proteins still 'undruggable' for over 30 years. Among the alternative approaches is the design of inhibitors that target the Ras-SOS PPI interface, a strategy that is gaining increasing recognition for treating Ras mutant cancers. Herein we focus on data that has accumulated over the past few years pertaining to the design of small-molecule modulators or peptide mimetics aimed at the interface of the Ras-SOS PPI. We emphasize, however, that even if such Ras-SOS therapeutics are potent, drug resistance may emerge. To counteract this development, we propose "pathway drug cocktails", that is, drug combinations aimed at parallel (or compensatory) pathways. A repertoire of classified cancer, cell/tissue, and pathway/protein combinations would be beneficial toward this goal.
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Affiliation(s)
- Shaoyong Lu
- Department of Pathophysiology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University, School of Medicine, Shanghai, 200025, China
| | - Hyunbum Jang
- Cancer and Inflammation Program, Leidos Biomedical Research Inc., Frederick National Laboratory, National Cancer Institute, Frederick, MD, 21702, USA
| | - Jian Zhang
- Department of Pathophysiology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University, School of Medicine, Shanghai, 200025, China.
| | - Ruth Nussinov
- Cancer and Inflammation Program, Leidos Biomedical Research Inc., Frederick National Laboratory, National Cancer Institute, Frederick, MD, 21702, USA. .,Department of Human Genetics and Molecular Medicine, Sackler School of Medicine, Sackler Institute of Molecular Medicine, Tel Aviv University, Tel Aviv, 69978, Israel.
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77
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Wilson AJ. Helix mimetics: Recent developments. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2015; 119:33-40. [DOI: 10.1016/j.pbiomolbio.2015.05.001] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2015] [Revised: 05/21/2015] [Accepted: 05/22/2015] [Indexed: 12/19/2022]
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78
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Hoggard LR, Zhang Y, Zhang M, Panic V, Wisniewski JA, Ji H. Rational design of selective small-molecule inhibitors for β-catenin/B-cell lymphoma 9 protein-protein interactions. J Am Chem Soc 2015; 137:12249-60. [PMID: 26352795 DOI: 10.1021/jacs.5b04988] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Selective inhibition of α-helix-mediated protein-protein interactions (PPIs) with small organic molecules provides great potential for the discovery of chemical probes and therapeutic agents. Protein Data Bank data mining using the HippDB database indicated that (1) the side chains of hydrophobic projecting hot spots at positions i, i + 3, and i + 7 of an α-helix had few orientations when interacting with the second protein and (2) the hot spot pockets of PPI complexes had different sizes, shapes, and chemical groups when interacting with the same hydrophobic projecting hot spots of α-helix. On the basis of these observations, a small organic molecule, 4'-fluoro-N-phenyl-[1,1'-biphenyl]-3-carboxamide, was designed as a generic scaffold that itself directly mimics the binding mode of the side chains of hydrophobic projecting hot spots at positions i, i + 3, and i + 7 of an α-helix. Convenient decoration of this generic scaffold led to the selective disruption of α-helix-mediated PPIs. A series of small-molecule inhibitors selective for β-catenin/B-cell lymphoma 9 (BCL9) over β-catenin/cadherin PPIs was designed and synthesized. The binding mode of new inhibitors was characterized by site-directed mutagenesis and structure-activity relationship studies. This new class of inhibitors can selectively disrupt β-catenin/BCL9 over β-catenin/cadherin PPIs, suppress the transactivation of canonical Wnt signaling, downregulate the expression of Wnt target genes, and inhibit the growth of Wnt/β-catenin-dependent cancer cells.
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Affiliation(s)
- Logan R Hoggard
- Department of Chemistry, Center for Cell and Genome Science, University of Utah , Salt Lake City, Utah 84112-0850, United States
| | - Yongqiang Zhang
- Department of Chemistry, Center for Cell and Genome Science, University of Utah , Salt Lake City, Utah 84112-0850, United States
| | - Min Zhang
- Department of Chemistry, Center for Cell and Genome Science, University of Utah , Salt Lake City, Utah 84112-0850, United States
| | - Vanja Panic
- Department of Chemistry, Center for Cell and Genome Science, University of Utah , Salt Lake City, Utah 84112-0850, United States
| | - John A Wisniewski
- Department of Chemistry, Center for Cell and Genome Science, University of Utah , Salt Lake City, Utah 84112-0850, United States
| | - Haitao Ji
- Department of Chemistry, Center for Cell and Genome Science, University of Utah , Salt Lake City, Utah 84112-0850, United States
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79
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Watkins A, Wuo MG, Arora PS. Protein-Protein Interactions Mediated by Helical Tertiary Structure Motifs. J Am Chem Soc 2015; 137:11622-30. [PMID: 26302018 PMCID: PMC4577960 DOI: 10.1021/jacs.5b05527] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Indexed: 12/26/2022]
Abstract
The modulation of protein-protein interactions (PPIs) by means of creating or stabilizing secondary structure conformations is a rapidly growing area of research. Recent success in the inhibition of difficult PPIs by secondary structure mimetics also points to potential limitations, because often, specific cases require tertiary structure mimetics. To streamline protein structure-based inhibitor design, we have previously described the examination of protein complexes in the Protein Data Bank where α-helices or β-strands form critical contacts. Here, we examined coiled coils and helix bundles that mediate complex formation to create a platform for the discovery of potential tertiary structure mimetics. Though there has been extensive analysis of coiled coil motifs, the interactions between pre-formed coiled coils and globular proteins have not been systematically analyzed. This article identifies critical features of these helical interfaces with respect to coiled coil and other helical PPIs. We expect the analysis to prove useful for the rational design of modulators of this fundamental class of protein assemblies.
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Affiliation(s)
- Andrew
M. Watkins
- Department of Chemistry, New York University, New York, New York 10003, United States
| | - Michael G. Wuo
- Department of Chemistry, New York University, New York, New York 10003, United States
| | - Paramjit S. Arora
- Department of Chemistry, New York University, New York, New York 10003, United States
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80
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Lanning ME, Fletcher S. Multi-Facial, Non-Peptidic α-Helix Mimetics. BIOLOGY 2015; 4:540-55. [PMID: 26404384 PMCID: PMC4588149 DOI: 10.3390/biology4030540] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/21/2015] [Revised: 08/11/2015] [Accepted: 08/14/2015] [Indexed: 01/13/2023]
Abstract
α-Helices often recognize their target proteins at protein–protein interfaces through more than one recognition face. This review describes the state-of-the-art in the design of non-peptidic α-helix mimetics that reproduce functionality from multiple faces of an α-helix.
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Affiliation(s)
- Maryanna E Lanning
- Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, 20 N. Pine St., Baltimore, MD 21201, USA.
| | - Steven Fletcher
- Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, 20 N. Pine St., Baltimore, MD 21201, USA.
- University of Maryland Greenebaum Cancer Center, 22 S. Greene St., Baltimore, MD 21201, USA.
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81
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Sheng C, Dong G, Miao Z, Zhang W, Wang W. State-of-the-art strategies for targeting protein-protein interactions by small-molecule inhibitors. Chem Soc Rev 2015; 44:8238-59. [PMID: 26248294 DOI: 10.1039/c5cs00252d] [Citation(s) in RCA: 106] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Targeting protein-protein interactions (PPIs) has emerged as a viable approach in modern drug discovery. However, the identification of small molecules enabling us to effectively interrupt their interactions presents significant challenges. In the recent past, significant advances have been made in the development of new biological and chemical strategies to facilitate the discovery process of small-molecule PPI inhibitors. This review aims to highlight the state-of-the-art technologies and the achievements made recently in this field. The "hot spots" of PPIs have been proved to be critical for small molecules to bind. Three strategies including screening, designing, and synthetic approaches have been explored for discovering PPI inhibitors by targeting the "hot spots". Although the classic high throughput screening approach can be used, fragment screening, fragment-based drug design and newly improved virtual screening are demonstrated to be more effective in the discovery of PPI inhibitors. In addition to screening approaches, design strategies including anchor-based and small molecule mimetics of secondary structures involved in PPIs have become powerful tools as well. Finally, constructing new chemically spaced libraries with high diversity and complexity is becoming an important area of interest for PPI inhibitors. The successful cases from the recent five year studies are used to illustrate how these approaches are implemented to uncover and optimize small molecule PPI inhibitors and notably some of them have become promising therapeutics.
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Affiliation(s)
- Chunquan Sheng
- Department of Medicinal Chemistry, School of Pharmacy, Second Military Medical University, 325 Guohe Road, Shanghai 200433, P. R. China.
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82
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Pelay-Gimeno M, Glas A, Koch O, Grossmann TN. Structure-Based Design of Inhibitors of Protein-Protein Interactions: Mimicking Peptide Binding Epitopes. Angew Chem Int Ed Engl 2015; 54:8896-927. [PMID: 26119925 PMCID: PMC4557054 DOI: 10.1002/anie.201412070] [Citation(s) in RCA: 496] [Impact Index Per Article: 55.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Indexed: 12/15/2022]
Abstract
Protein-protein interactions (PPIs) are involved at all levels of cellular organization, thus making the development of PPI inhibitors extremely valuable. The identification of selective inhibitors is challenging because of the shallow and extended nature of PPI interfaces. Inhibitors can be obtained by mimicking peptide binding epitopes in their bioactive conformation. For this purpose, several strategies have been evolved to enable a projection of side chain functionalities in analogy to peptide secondary structures, thereby yielding molecules that are generally referred to as peptidomimetics. Herein, we introduce a new classification of peptidomimetics (classes A-D) that enables a clear assignment of available approaches. Based on this classification, the Review summarizes strategies that have been applied for the structure-based design of PPI inhibitors through stabilizing or mimicking turns, β-sheets, and helices.
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Affiliation(s)
- Marta Pelay-Gimeno
- Chemical Genomics Centre of the Max Planck SocietyOtto-Hahn-Strasse 15, 44227 Dortmund (Germany) E-mail:
| | - Adrian Glas
- Chemical Genomics Centre of the Max Planck SocietyOtto-Hahn-Strasse 15, 44227 Dortmund (Germany) E-mail:
| | - Oliver Koch
- TU Dortmund University, Department of Chemistry and Chemical BiologyOtto-Hahn-Strasse 6, 44227 Dortmund (Germany)
| | - Tom N Grossmann
- Chemical Genomics Centre of the Max Planck SocietyOtto-Hahn-Strasse 15, 44227 Dortmund (Germany) E-mail:
- TU Dortmund University, Department of Chemistry and Chemical BiologyOtto-Hahn-Strasse 6, 44227 Dortmund (Germany)
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83
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Pantelopulos GA, Mukherjee S, Voelz VA. Microsecond simulations of mdm2 and its complex with p53 yield insight into force field accuracy and conformational dynamics. Proteins 2015; 83:1665-76. [DOI: 10.1002/prot.24852] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2015] [Revised: 06/08/2015] [Accepted: 06/24/2015] [Indexed: 12/13/2022]
Affiliation(s)
| | - Sudipto Mukherjee
- Department of Chemistry; Temple University; Philadelphia Pennsylvania 19122
| | - Vincent A. Voelz
- Department of Chemistry; Temple University; Philadelphia Pennsylvania 19122
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84
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Sammak S, Zinzalla G. Targeting protein-protein interactions (PPIs) of transcription factors: Challenges of intrinsically disordered proteins (IDPs) and regions (IDRs). PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2015; 119:41-6. [PMID: 26126425 DOI: 10.1016/j.pbiomolbio.2015.06.004] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2015] [Revised: 06/23/2015] [Accepted: 06/25/2015] [Indexed: 12/26/2022]
Abstract
In this review we discuss recent progress in targeting the protein-protein interactions made by oncogenic transcription factors. We particularly focus on the challenges posed by the prevalence of intrinsically disordered regions in this class of protein and the strategies being used to overcome them.
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Affiliation(s)
- Susan Sammak
- Department of Microbiology, Cell and Tumour Biology, and Science for Life Laboratory, Karolinska Institutet, Tomtebodavägen 23A, Stockholm 171 65, Sweden
| | - Giovanna Zinzalla
- Department of Microbiology, Cell and Tumour Biology, and Science for Life Laboratory, Karolinska Institutet, Tomtebodavägen 23A, Stockholm 171 65, Sweden.
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85
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Pelay-Gimeno M, Glas A, Koch O, Grossmann TN. Strukturbasierte Entwicklung von Protein-Protein-Interaktionsinhibitoren: Stabilisierung und Nachahmung von Peptidliganden. Angew Chem Int Ed Engl 2015. [DOI: 10.1002/ange.201412070] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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86
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Berlow RB, Dyson HJ, Wright PE. Functional advantages of dynamic protein disorder. FEBS Lett 2015; 589:2433-40. [PMID: 26073260 DOI: 10.1016/j.febslet.2015.06.003] [Citation(s) in RCA: 138] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Revised: 05/29/2015] [Accepted: 06/01/2015] [Indexed: 11/19/2022]
Abstract
Intrinsically disordered proteins participate in many important cellular regulatory processes. The absence of a well-defined structure in the free state of a disordered domain, and even on occasion when it is bound to physiological partners, is fundamental to its function. Disordered domains are frequently the location of multiple sites for post-translational modification, the key element of metabolic control in the cell. When a disordered domain folds upon binding to a partner, the resulting complex buries a far greater surface area than in an interaction of comparably-sized folded proteins, thus maximizing specificity at modest protein size. Disorder also maintains accessibility of sites for post-translational modification. Because of their inherent plasticity, disordered domains frequently adopt entirely different structures when bound to different partners, increasing the repertoire of available interactions without the necessity for expression of many different proteins. This feature also adds to the faithfulness of cellular regulation, as the availability of a given disordered domain depends on competition between various partners relevant to different cellular processes.
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Affiliation(s)
- Rebecca B Berlow
- Department of Integrative Structural and Computational Biology and Skaggs Institute of Chemical Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, USA
| | - H Jane Dyson
- Department of Integrative Structural and Computational Biology and Skaggs Institute of Chemical Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, USA
| | - Peter E Wright
- Department of Integrative Structural and Computational Biology and Skaggs Institute of Chemical Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, USA.
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87
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Xin D, Raghuraman A, Burgess K. Extended Piperidine–Piperidinone Protein Interface Mimics. J Org Chem 2015; 80:4450-8. [DOI: 10.1021/acs.joc.5b00300] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- Dongyue Xin
- Department of Chemistry, Texas A & M University, Box 30012, College Station, Texas 77842, United States
| | - Arjun Raghuraman
- Department of Chemistry, Texas A & M University, Box 30012, College Station, Texas 77842, United States
| | - Kevin Burgess
- Department of Chemistry, Texas A & M University, Box 30012, College Station, Texas 77842, United States
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88
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Wakefield AE, Wuest WM, Voelz VA. Molecular Simulation of Conformational Pre-Organization in Cyclic RGD Peptides. J Chem Inf Model 2015; 55:806-13. [PMID: 25741627 DOI: 10.1021/ci500768u] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
To test the ability of molecular simulations to accurately predict the solution-state conformational properties of peptidomimetics, we examined a test set of 18 cyclic RGD peptides selected from the literature, including the anticancer drug candidate cilengitide, whose favorable binding affinity to integrin has been ascribed to its pre-organization in solution. For each design, we performed all-atom replica-exchange molecular dynamics simulations over several microseconds and compared the results to extensive published NMR data. We find excellent agreement with experimental NOE distance restraints, suggesting that molecular simulation can be a useful tool for the computational design of pre-organized solution-state structure. Moreover, our analysis of conformational populations estimates that, despite the potential for increased flexibility due to backbone amide isomerizaton, N-methylation provides about 0.5 kcal/mol of reduced conformational entropy to cyclic RGD peptides. The combination of pre-organization and binding-site compatibility explains the strong binding affinity of cilengitide to integrin.
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Affiliation(s)
- Amanda E Wakefield
- Department of Chemistry, Temple University, Philadelphia, Pennsylvania 19122, United States
| | - William M Wuest
- Department of Chemistry, Temple University, Philadelphia, Pennsylvania 19122, United States
| | - Vincent A Voelz
- Department of Chemistry, Temple University, Philadelphia, Pennsylvania 19122, United States
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89
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Abstract
Intrinsically disordered proteins (IDPs) are important components of the cellular signalling machinery, allowing the same polypeptide to undertake different interactions with different consequences. IDPs are subject to combinatorial post-translational modifications and alternative splicing, adding complexity to regulatory networks and providing a mechanism for tissue-specific signalling. These proteins participate in the assembly of signalling complexes and in the dynamic self-assembly of membrane-less nuclear and cytoplasmic organelles. Experimental, computational and bioinformatic analyses combine to identify and characterize disordered regions of proteins, leading to a greater appreciation of their widespread roles in biological processes.
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90
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Kuenemann MA, Sperandio O, Labbé CM, Lagorce D, Miteva MA, Villoutreix BO. In silico design of low molecular weight protein-protein interaction inhibitors: Overall concept and recent advances. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2015; 119:20-32. [PMID: 25748546 DOI: 10.1016/j.pbiomolbio.2015.02.006] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2014] [Revised: 02/18/2015] [Accepted: 02/24/2015] [Indexed: 12/22/2022]
Abstract
Protein-protein interactions (PPIs) are carrying out diverse functions in living systems and are playing a major role in the health and disease states. Low molecular weight (LMW) "drug-like" inhibitors of PPIs would be very valuable not only to enhance our understanding over physiological processes but also for drug discovery endeavors. However, PPIs were deemed intractable by LMW chemicals during many years. But today, with the new experimental and in silico technologies that have been developed, about 50 PPIs have already been inhibited by LMW molecules. Here, we first focus on general concepts about protein-protein interactions, present a consensual view about ligandable pockets at the protein interfaces and the possibilities of using fast and cost effective structure-based virtual screening methods to identify PPI hits. We then discuss the design of compound collections dedicated to PPIs. Recent financial analyses of the field suggest that LMW PPI modulators could be gaining momentum over biologics in the coming years supporting further research in this area.
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Affiliation(s)
- Mélaine A Kuenemann
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 Inserm, Paris 75013, France; Inserm, U973, Paris 75013, France
| | - Olivier Sperandio
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 Inserm, Paris 75013, France; Inserm, U973, Paris 75013, France; CDithem, Faculté de Pharmacie, 1 rue du Prof Laguesse, 59000 Lille, France
| | - Céline M Labbé
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 Inserm, Paris 75013, France; Inserm, U973, Paris 75013, France; CDithem, Faculté de Pharmacie, 1 rue du Prof Laguesse, 59000 Lille, France
| | - David Lagorce
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 Inserm, Paris 75013, France; Inserm, U973, Paris 75013, France
| | - Maria A Miteva
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 Inserm, Paris 75013, France; Inserm, U973, Paris 75013, France
| | - Bruno O Villoutreix
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 Inserm, Paris 75013, France; Inserm, U973, Paris 75013, France; CDithem, Faculté de Pharmacie, 1 rue du Prof Laguesse, 59000 Lille, France.
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91
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Barnard A, Long K, Martin HL, Miles JA, Edwards TA, Tomlinson DC, Macdonald A, Wilson AJ. Selective and Potent Proteomimetic Inhibitors of Intracellular Protein-Protein Interactions. ANGEWANDTE CHEMIE (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2015; 127:3003-3008. [PMID: 26877561 PMCID: PMC4737265 DOI: 10.1002/ange.201410810] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Revised: 12/15/2014] [Indexed: 01/07/2023]
Abstract
Inhibition of protein-protein interactions (PPIs) represents a major challenge in chemical biology and drug discovery. α-Helix mediated PPIs may be amenable to modulation using generic chemotypes, termed "proteomimetics", which can be assembled in a modular manner to reproduce the vectoral presentation of key side chains found on a helical motif from one partner within the PPI. In this work, it is demonstrated that by using a library of N-alkylated aromatic oligoamide helix mimetics, potent helix mimetics which reproduce their biophysical binding selectivity in a cellular context can be identified.
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Affiliation(s)
- Anna Barnard
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
| | - Kérya Long
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
| | - Heather L. Martin
- Leeds Institute of Biomedical and Clinical Sciences, Wellcome Trust Brenner Building, University of Leeds, St. James's University Hospital, Leeds LS9 7TF (UK)
| | - Jennifer A. Miles
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
| | - Thomas A. Edwards
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
- School of Molecular and Cellular Biology, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
| | - Darren C. Tomlinson
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
- School of Molecular and Cellular Biology, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
| | - Andrew Macdonald
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
- School of Molecular and Cellular Biology, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
| | - Andrew J. Wilson
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
- Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
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92
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Barnard A, Long K, Martin HL, Miles JA, Edwards TA, Tomlinson DC, Macdonald A, Wilson AJ. Selective and potent proteomimetic inhibitors of intracellular protein-protein interactions. Angew Chem Int Ed Engl 2015; 54:2960-5. [PMID: 25651514 PMCID: PMC4506525 DOI: 10.1002/anie.201410810] [Citation(s) in RCA: 73] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Revised: 12/15/2014] [Indexed: 12/30/2022]
Abstract
Inhibition of protein–protein interactions (PPIs) represents a major challenge in chemical biology and drug discovery. α-Helix mediated PPIs may be amenable to modulation using generic chemotypes, termed “proteomimetics”, which can be assembled in a modular manner to reproduce the vectoral presentation of key side chains found on a helical motif from one partner within the PPI. In this work, it is demonstrated that by using a library of N-alkylated aromatic oligoamide helix mimetics, potent helix mimetics which reproduce their biophysical binding selectivity in a cellular context can be identified.
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Affiliation(s)
- Anna Barnard
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK); Astbury Centre For Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds LS2 9JT (UK)
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93
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Moon H, Lim HS. Synthesis and screening of small-molecule α-helix mimetic libraries targeting protein–protein interactions. Curr Opin Chem Biol 2015; 24:38-47. [DOI: 10.1016/j.cbpa.2014.10.023] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2014] [Revised: 10/27/2014] [Accepted: 10/28/2014] [Indexed: 12/11/2022]
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94
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Azzarito V, Miles JA, Fisher J, Edwards TA, Warriner SL, Wilson AJ. Stereocontrolled protein surface recognition using chiral oligoamide proteomimetic foldamers. Chem Sci 2015; 6:2434-2443. [PMID: 29308155 PMCID: PMC5646261 DOI: 10.1039/c4sc03559c] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Accepted: 01/29/2015] [Indexed: 12/26/2022] Open
Abstract
An oligoamide helix mimicking foldamer with well-defined conformation is shown to recognize its target protein hDM2 in a manner that depends upon the composition, spatial projection and stereochemistry of functional groups appended to the scaffold.
The development of foldamers capable of selective molecular recognition of solvent exposed protein surfaces represents an outstanding challenge in supramolecular chemical biology. Here we introduce an oligoamide foldamer with well-defined conformation that bears all the hallmarks of an information rich oligomer. Specifically, the foldamer recognizes its target protein hDM2 leading to inhibition of its protein–protein interaction with p53 in a manner that depends upon the composition, spatial projection and stereochemistry of functional groups appended to the scaffold. Most significantly, selective inhibition of p53/hDM2 can be achieved against four other targets and the selectivity for p53/hDM2 inhibition versus Mcl-1/NOXA-B inhibition is critically dependent upon the stereochemistry of the helix mimetic.
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Affiliation(s)
- Valeria Azzarito
- School of Chemistry , University of Leeds , Woodhouse Lane , Leeds , LS2 9JT , UK . .,Astbury Centre for Structural and Molecular Biology , University of Leeds , Woodhouse Lane , Leeds , LS2 9JT , UK
| | - Jennifer A Miles
- School of Chemistry , University of Leeds , Woodhouse Lane , Leeds , LS2 9JT , UK . .,Astbury Centre for Structural and Molecular Biology , University of Leeds , Woodhouse Lane , Leeds , LS2 9JT , UK
| | - Julie Fisher
- School of Chemistry , University of Leeds , Woodhouse Lane , Leeds , LS2 9JT , UK .
| | - Thomas A Edwards
- Astbury Centre for Structural and Molecular Biology , University of Leeds , Woodhouse Lane , Leeds , LS2 9JT , UK.,School of Molecular and Cellular Biology , University of Leeds , Woodhouse Lane , Leeds , LS2 9JT , UK
| | - Stuart L Warriner
- School of Chemistry , University of Leeds , Woodhouse Lane , Leeds , LS2 9JT , UK . .,Astbury Centre for Structural and Molecular Biology , University of Leeds , Woodhouse Lane , Leeds , LS2 9JT , UK
| | - Andrew J Wilson
- School of Chemistry , University of Leeds , Woodhouse Lane , Leeds , LS2 9JT , UK . .,Astbury Centre for Structural and Molecular Biology , University of Leeds , Woodhouse Lane , Leeds , LS2 9JT , UK
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95
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Barnard A, Miles JA, Burslem GM, Barker AM, Wilson AJ. Multivalent helix mimetics for PPI-inhibition. Org Biomol Chem 2015; 13:258-64. [DOI: 10.1039/c4ob02066a] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
A multivalent helix mimetic is developed that inhibits the p53/hDM2 and induces dimerization/aggregation of its target – hDM2.
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Affiliation(s)
- Anna Barnard
- School of Chemistry
- University of Leeds
- Leeds
- UK
- Astbury Centre for Structural and Molecular Biology
| | - Jennifer A. Miles
- School of Chemistry
- University of Leeds
- Leeds
- UK
- Astbury Centre for Structural and Molecular Biology
| | - George M. Burslem
- School of Chemistry
- University of Leeds
- Leeds
- UK
- Astbury Centre for Structural and Molecular Biology
| | - Amy M. Barker
- Astbury Centre for Structural and Molecular Biology
- University of Leeds
- Leeds
- UK
- School of Molecular and Cellular Biology
| | - Andrew J. Wilson
- School of Chemistry
- University of Leeds
- Leeds
- UK
- Astbury Centre for Structural and Molecular Biology
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