1
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Bedwell E, McCarthy WJ, Coyne AG, Abell C. Development of potent inhibitors by fragment-linking strategies. Chem Biol Drug Des 2022; 100:469-486. [PMID: 35854428 DOI: 10.1111/cbdd.14120] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 07/12/2022] [Accepted: 07/17/2022] [Indexed: 11/29/2022]
Abstract
Fragment-based drug discovery (FBDD) is a method of identifying small molecule hits that can be elaborated rationally through fragment growing, merging, and linking, to afford high affinity ligands for biological targets. Despite the promised theoretical potential of fragment linking, examples are still surprisingly sparse and remain overshadowed by the successes of fragment growing. The aim of this review is to outline a number of key examples of fragment linking strategies and discuss their strengths and limitations. Structure-based approaches including X-ray crystallography and in silico methods fragment optimisation are discussed, as well as fragment linking guided by NMR experiments. Target-guided approaches, exploiting the biological target to assemble its own inhibitors through dynamic combinatorial chemistry (DCC) and kinetic target-guided synthesis (KTGS), are identified as alternative efficient methods for fragment linking.
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Affiliation(s)
- Elizabeth Bedwell
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambrdige, United Kingdom
| | - William J McCarthy
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambrdige, United Kingdom
| | - Anthony G Coyne
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambrdige, United Kingdom
| | - Chris Abell
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambrdige, United Kingdom
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2
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Fu J, Fu H, Xia Y, N'Go I, Cao J, Pan W, Vincent SP. Identification of inhibitors of UDP-galactopyranose mutase via combinatorial in situ screening. Org Biomol Chem 2021; 19:1818-1826. [PMID: 33565547 DOI: 10.1039/d1ob00138h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
An in situ screening assay for UDP-galactopyranose mutase (UGM, an essential enzyme of M. tuberculosis cell wall biosynthesis) has been developed to discover novel UGM inhibitors. The approach is based on the amide-forming reaction of an amino acid core with various cinnamic acids, followed by a direct fluorescence polarization assay to identify the best UGM binders without isolation and purification of the screened ligands. This assay allows us to perform one-pot high-throughput synthesis and screening of enzyme inhibitors in a 384-well plate format. UGM ligands were successfully identified by this technology and their inhibition levels were established from pure synthetic compounds in vitro and in a whole cell antibacterial assay. This study provides a blueprint for designing enamide structures as new UGM inhibitors and anti-mycobacterial agents.
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Affiliation(s)
- Jian Fu
- College of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China and Department of Chemistry, University of Namur, Rue de Bruxelles 61, 5000 Namur, Belgium. and The Key Laboratory of Chemistry for Natural Products of Guizhou Province and Chinese Academy of Sciences, Guiyang 550002, China
| | - Huixiao Fu
- Department of Chemistry, University of Namur, Rue de Bruxelles 61, 5000 Namur, Belgium.
| | - Yufen Xia
- College of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Inès N'Go
- Department of Chemistry, University of Namur, Rue de Bruxelles 61, 5000 Namur, Belgium.
| | - Jun Cao
- Department of Chemistry, University of Namur, Rue de Bruxelles 61, 5000 Namur, Belgium.
| | - Weidong Pan
- The Key Laboratory of Chemistry for Natural Products of Guizhou Province and Chinese Academy of Sciences, Guiyang 550002, China
| | - Stéphane P Vincent
- Department of Chemistry, University of Namur, Rue de Bruxelles 61, 5000 Namur, Belgium.
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3
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Bancet A, Raingeval C, Lomberget T, Le Borgne M, Guichou JF, Krimm I. Fragment Linking Strategies for Structure-Based Drug Design. J Med Chem 2020; 63:11420-11435. [DOI: 10.1021/acs.jmedchem.0c00242] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Alexandre Bancet
- EA 4446 Bioactive Molecules and Medicinal Chemistry, Faculté de Pharmacie, ISPB, SFR Santé Lyon-Est CNRS UMS3453, INSERM US7, Université de Lyon, Université Claude Bernard Lyon 1, 69373 Lyon Cedex 8, France
- Centre de RMN à Très Hauts Champs, Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS, 5 Rue de la Doua, F-69100 Villeurbanne, France
| | - Claire Raingeval
- Centre de RMN à Très Hauts Champs, Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS, 5 Rue de la Doua, F-69100 Villeurbanne, France
| | - Thierry Lomberget
- EA 4446 Bioactive Molecules and Medicinal Chemistry, Faculté de Pharmacie, ISPB, SFR Santé Lyon-Est CNRS UMS3453, INSERM US7, Université de Lyon, Université Claude Bernard Lyon 1, 69373 Lyon Cedex 8, France
| | - Marc Le Borgne
- EA 4446 Bioactive Molecules and Medicinal Chemistry, Faculté de Pharmacie, ISPB, SFR Santé Lyon-Est CNRS UMS3453, INSERM US7, Université de Lyon, Université Claude Bernard Lyon 1, 69373 Lyon Cedex 8, France
| | | | - Isabelle Krimm
- Centre de RMN à Très Hauts Champs, Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS, 5 Rue de la Doua, F-69100 Villeurbanne, France
- Centre de Recherche en Cancérologie de Lyon, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Centre Léon Bérard, 69008 Lyon, France
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4
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Giardina SF, Werner DS, Pingle M, Feinberg PB, Foreman KW, Bergstrom DE, Arnold LD, Barany F. Novel, Self-Assembling Dimeric Inhibitors of Human β Tryptase. J Med Chem 2020; 63:3004-3027. [PMID: 32057241 DOI: 10.1021/acs.jmedchem.9b01689] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
β-Tryptase, a homotetrameric serine protease, has four identical active sites facing a central pore, presenting an optimized setting for the rational design of bivalent inhibitors that bridge two adjacent sites. Using diol, hydroxymethyl phenols or benzoyl methyl hydroxamates, and boronic acid chemistries to reversibly join two [3-(1-acylpiperidin-4-yl)phenyl]methanamine core ligands, we have successfully produced a series of self-assembling heterodimeric inhibitors. These heterodimeric tryptase inhibitors demonstrate superior activity compared to monomeric modes of inhibition. X-ray crystallography validated the dimeric mechanism of inhibition, and compounds demonstrated high selectivity against related proteases, good target engagement, and tryptase inhibition in HMC1 xenograft models. Screening 3872 possible combinations from 44 boronic acid and 88 diol derivatives revealed several combinations that produced nanomolar inhibition, and seven unique pairs produced greater than 100-fold improvement in potency over monomeric inhibition. These heterodimeric tryptase inhibitors demonstrate the power of target-driven combinatorial chemistry to deliver bivalent drugs in a small molecule form.
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Affiliation(s)
- Sarah F Giardina
- Department of Microbiology and Immunology, Weill Cornell Medicine, 1300 York Avenue, Box 62, New York, New York 10065, United States
| | - Douglas S Werner
- Coferon, Inc., 25 Health Sciences Drive, Mailbox 123, Stony Brook, New York 11790, United States
| | - Maneesh Pingle
- Department of Microbiology and Immunology, Weill Cornell Medicine, 1300 York Avenue, Box 62, New York, New York 10065, United States.,Coferon, Inc., 25 Health Sciences Drive, Mailbox 123, Stony Brook, New York 11790, United States
| | - Philip B Feinberg
- Department of Microbiology and Immunology, Weill Cornell Medicine, 1300 York Avenue, Box 62, New York, New York 10065, United States
| | - Kenneth W Foreman
- Coferon, Inc., 25 Health Sciences Drive, Mailbox 123, Stony Brook, New York 11790, United States
| | - Donald E Bergstrom
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, 575 Stadium Mall, West Lafa-yette, Indiana 47907, United States
| | - Lee D Arnold
- Coferon, Inc., 25 Health Sciences Drive, Mailbox 123, Stony Brook, New York 11790, United States
| | - Francis Barany
- Department of Microbiology and Immunology, Weill Cornell Medicine, 1300 York Avenue, Box 62, New York, New York 10065, United States
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5
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P band intermediate state (PBIS) tailors photoluminescence emission at confined nanoscale interface. Commun Chem 2019. [DOI: 10.1038/s42004-019-0233-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
AbstractThe availability of a range of excited states has endowed low dimensional quantum nanostructures with interesting luminescence properties. However, the origin of photoluminescence emission is still not fully understood, which has limited its practical application. Here we judiciously manipulate the delicate surface ligand interactions at the nanoscale interface of a single metal nanocluster, the superlattice, and mesoporous materials. The resulting interplay of various noncovalent interactions leads to a precise modulation of emission colors and quantum yield. A new p-band state, resulting from the strong overlapping of p orbitals of the heteroatoms (O, N, and S) bearing on the targeting ligands though space interactions, is identified as a dark state to activate the triplet state of the surface aggregated chromophores. The UV-Visible spectra calculated by time-dependent density functional theory (TD-DFT) are in quantitative agreement with the experimental adsorption spectra. The energy level of the p-band center is very sensitive to the local proximity ligand chromophores at heterogeneous interfaces.
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6
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Kamra M, Moitra P, Ponnalagu D, Karande AA, Bhattacharya S. New Water-Soluble Oxyamino Chitosans as Biocompatible Vectors for Efficacious Anticancer Therapy via Co-Delivery of Gene and Drug. ACS APPLIED MATERIALS & INTERFACES 2019; 11:37442-37460. [PMID: 31434476 DOI: 10.1021/acsami.9b09485] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Among the many nonviral gene delivery vectors, chitosan, being a polysaccharide of natural origin, has gained special importance. In this report, chitosan (CS) has been solubilized in water by preparing its O-carboxymethyl derivative, CS(CH2COOH), with an optimum degree of carboxymethylation. This has been further derivatized to get the pyridine-substituted product (py)CS(CH2COOH), where the degree of pyridine substitution (47%) was optimized based on zeta potential measurements. The optimized formulation showed a high gene binding ability, forming nanosized positively charged polyelectrolyte complexes with DNA. These polyplexes were stable to DNase and physiological polyanions such as heparin. They also exhibited minimal toxicity in vitro and showed transfection levels comparable to the commercial standard Lipofectamine 2000 and much higher than polyethylenimine (MW, 25 kDa). Additionally, in this study, a hitherto unknown oxyamine derivative of chitosan has been prepared by phthaloyl protection, tosylation, and Gabriel's phthalimide synthesis. Nearly 40% of the primary alcohols were successfully converted to oxyamino functionality, which was used for forming oxime with the anticancer drug doxorubicin. The pH sensitivity of the oxime ether linkage and stability under biologically relevant conditions were then used to establish the compound as a versatile drug delivery vector. Co-delivery of functional gene (p53) and drug (doxorubicin) was accomplished in vitro and in vivo with the chitosan-pyridine imine vector (py)CS(CH2COOH) and the newly synthesized doxorubicin oxime ether CS(Dox). Complete tumor regression with no tumor recurrence and appreciable survivability point to the in vivo effectiveness and biocompatibility of the designed composite formulation. Overall, the pH sensitivity of the oxime linkage aiding slow and steady drug release, together with the sustained gene expression by pyridine-tethered carboxymethyl chitosan, allows us to generate a nanobiocomposite with significantly high anticancer therapeutic potential.
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7
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Abstract
Abstract
Natural product (NP)-derived drugs can be extracts, biological macromolecules, or purified small molecule substances. Small molecule drugs can be originally purified from NPs, can represent semisynthetic molecules, natural fragments containing small molecules, or are fully synthetic molecules that mimic natural compounds. New semisynthetic NP-like drugs are entering the pharmaceutical market almost every year and reveal growing interests in the application of fragment-based approaches for NPs. Thus, several NP databases were constructed to be implemented in the fragment-based drug design (FBDD) workflows. FBDD has been established previously as an approach for hit identification and lead generation. Several biophysical and computational methods are used for fragment screening to identify potential hits. Once the fragments within the binding pocket of the protein are identified, they can be grown, linked, or merged to design more active compounds. This work discusses applications of NPs and NP scaffolds to FBDD. Moreover, it briefly reviews NP databases containing fragments and reports on case studies where the approach has been successfully applied for the design of antimalarial and anticancer drug candidates.
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8
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3D-QSAR and molecular docking studies of aminopyrimidine derivatives as novel three-targeted Lck/Src/KDR inhibitors. J Mol Struct 2019. [DOI: 10.1016/j.molstruc.2019.02.071] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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9
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Marine chitinolytic enzymes, a biotechnological treasure hidden in the ocean? Appl Microbiol Biotechnol 2018; 102:9937-9948. [PMID: 30276711 DOI: 10.1007/s00253-018-9385-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 09/04/2018] [Accepted: 09/06/2018] [Indexed: 12/11/2022]
Abstract
Chitinolytic enzymes are capable to catalyze the chitin hydrolysis. Due to their biomedical and biotechnological applications, nowadays chitinolytic enzymes have attracted worldwide attention. Chitinolytic enzymes have provided numerous useful materials in many different industries, such as food, pharmaceutical, cosmetic, or biomedical industry. Marine enzymes are commonly employed in industry because they display better operational properties than animal, plant, or bacterial homologs. In this mini-review, we want to describe marine chitinolytic enzymes as versatile enzymes in different biotechnological fields. In this regard, interesting comments about their biological role, reaction mechanism, production, functional characterization, immobilization, and biotechnological application are shown in this work.
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10
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Giardina SF, Werner DS, Pingle M, Foreman KW, Bergstrom DE, Arnold LD, Barany F. Target-Directed Self-Assembly of Homodimeric Drugs Against β-Tryptase. ACS Med Chem Lett 2018; 9:827-831. [PMID: 30128075 PMCID: PMC6088348 DOI: 10.1021/acsmedchemlett.8b00204] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 07/05/2018] [Indexed: 02/05/2023] Open
Abstract
![]()
Tryptase,
a serine protease released from mast cells, is implicated
in many allergic and inflammatory disorders. Human tryptase is a donut-shaped
tetramer with the active sites facing inward forming a central pore.
Bivalent ligands spanning two active sites potently inhibit this configuration,
but these large compounds have poor drug-like properties. To overcome
some of these challenges, we developed self-assembling molecules,
called coferons, which deliver a larger compound in two parts. Using
a pharmacophoric core and reversibly binding linkers to span two active
sites, we have successfully produced three novel homodimeric tryptase
inhibitors. Upon binding to tryptase, compounds reassembled into flexible
homodimers, with significant improvements in IC50 (0.19
± 0.08 μM) over controls (5.50 ± 0.09 μM), and
demonstrate good activity in mast cell lines. These studies provide
validation for this innovative technology that is especially well-suited
for the delivery of dimeric drugs to modulate intracellular macromolecular
targets.
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Affiliation(s)
- Sarah F. Giardina
- Department of Microbiology and Immunology, Weill Cornell Medicine, 1300 York Avenue, Box 62, New York, New York 10065, United States
| | - Douglas S. Werner
- Coferon, Inc., 25 Health Sciences Drive, Mailbox 123, Stony Brook, New York 11790, United States
| | - Maneesh Pingle
- Department of Microbiology and Immunology, Weill Cornell Medicine, 1300 York Avenue, Box 62, New York, New York 10065, United States
- Coferon, Inc., 25 Health Sciences Drive, Mailbox 123, Stony Brook, New York 11790, United States
| | - Kenneth W. Foreman
- Coferon, Inc., 25 Health Sciences Drive, Mailbox 123, Stony Brook, New York 11790, United States
| | - Donald E. Bergstrom
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, 575 Stadium Mall, West Lafayette, Indiana 47907, United States
| | - Lee D. Arnold
- Coferon, Inc., 25 Health Sciences Drive, Mailbox 123, Stony Brook, New York 11790, United States
| | - Francis Barany
- Department of Microbiology and Immunology, Weill Cornell Medicine, 1300 York Avenue, Box 62, New York, New York 10065, United States
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11
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NMR-Fragment Based Virtual Screening: A Brief Overview. Molecules 2018; 23:molecules23020233. [PMID: 29370102 PMCID: PMC6017141 DOI: 10.3390/molecules23020233] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Revised: 12/12/2017] [Accepted: 12/12/2017] [Indexed: 01/23/2023] Open
Abstract
Fragment-based drug discovery (FBDD) using NMR has become a central approach over the last twenty years for development of small molecule inhibitors against biological macromolecules, to control a variety of cellular processes. Yet, several considerations should be taken into account for obtaining a therapeutically relevant agent. In this review, we aim to list the considerations that make NMR fragment screening a successful process for yielding potent inhibitors. Factors that may govern the competence of NMR in fragment based drug discovery are discussed, as well as later steps that involve optimization of hits obtained by NMR-FBDD.
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12
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Mondal M, Unver MY, Pal A, Bakker M, Berrier SP, Hirsch AKH. Fragment-Based Drug Design Facilitated by Protein-Templated Click Chemistry: Fragment Linking and Optimization of Inhibitors of the Aspartic Protease Endothiapepsin. Chemistry 2016; 22:14826-14830. [PMID: 27604032 PMCID: PMC5095814 DOI: 10.1002/chem.201603001] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2016] [Indexed: 01/17/2023]
Abstract
There is an urgent need for the development of efficient methodologies that accelerate drug discovery. We demonstrate that the strategic combination of fragment linking/optimization and protein-templated click chemistry is an efficient and powerful method that accelerates the hit-identification process for the aspartic protease endothiapepsin. The best binder, which inhibits endothiapepsin with an IC50 value of 43 μm, represents the first example of triazole-based inhibitors of endothiapepsin. Our strategy could find application on a whole range of drug targets.
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Affiliation(s)
- Milon Mondal
- Stratingh Institute for Chemistry, University of Groningen, Nijenborgh 7, 9747 AG, Groningen, The Netherlands
| | - M Yagiz Unver
- Stratingh Institute for Chemistry, University of Groningen, Nijenborgh 7, 9747 AG, Groningen, The Netherlands
| | - Asish Pal
- Institute of Nano Science and Technology, Sector 64, Mohali, Punjab, 160062, India
| | - Matthijs Bakker
- Stratingh Institute for Chemistry, University of Groningen, Nijenborgh 7, 9747 AG, Groningen, The Netherlands
| | - Stephan P Berrier
- Stratingh Institute for Chemistry, University of Groningen, Nijenborgh 7, 9747 AG, Groningen, The Netherlands
| | - Anna K H Hirsch
- Stratingh Institute for Chemistry, University of Groningen, Nijenborgh 7, 9747 AG, Groningen, The Netherlands.
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13
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Fukuda H, Nishikawa K, Fukunaga Y, Okuda K, Kodama K, Matsumoto K, Kano A, Shindo M. Synthesis of fluorescent molecular probes based on cis-cinnamic acid and molecular imaging of lettuce roots. Tetrahedron 2016. [DOI: 10.1016/j.tet.2016.08.060] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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14
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Naderi M, Alvin C, Ding Y, Mukhopadhyay S, Brylinski M. A graph-based approach to construct target-focused libraries for virtual screening. J Cheminform 2016; 8:14. [PMID: 26981157 PMCID: PMC4791927 DOI: 10.1186/s13321-016-0126-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2015] [Accepted: 03/03/2016] [Indexed: 01/21/2023] Open
Abstract
Background Due to exorbitant costs of high-throughput screening, many drug discovery projects commonly employ inexpensive virtual screening to support experimental efforts. However, the vast majority of compounds in widely used screening libraries, such as the ZINC database, will have a very low probability to exhibit the desired bioactivity for a given protein. Although combinatorial chemistry methods can be used to augment existing compound libraries with novel drug-like compounds, the broad chemical space is often too large to be explored. Consequently, the trend in library design has shifted to produce screening collections specifically tailored to modulate the function of a particular target or a protein family.
Methods Assuming that organic compounds are composed of sets of rigid fragments connected by flexible linkers, a molecule can be decomposed into its building blocks tracking their atomic connectivity. On this account, we developed eSynth, an exhaustive graph-based search algorithm to computationally synthesize new compounds by reconnecting these building blocks following their connectivity patterns. Results We conducted a series of benchmarking calculations against the Directory of Useful Decoys, Enhanced database. First, in a self-benchmarking test, the correctness of the algorithm is validated with the objective to recover a molecule from its building blocks. Encouragingly, eSynth can efficiently rebuild more than 80 % of active molecules from their fragment components. Next, the capability to discover novel scaffolds is assessed in a cross-benchmarking test, where eSynth successfully reconstructed 40 % of the target molecules using fragments extracted from chemically distinct compounds. Despite an enormous chemical space to be explored, eSynth is computationally efficient; half of the molecules are rebuilt in less than a second, whereas 90 % take only about a minute to be generated. Conclusions eSynth can successfully reconstruct chemically feasible molecules from molecular fragments.
Furthermore, in a procedure mimicking the real application, where one expects to discover novel compounds based on a small set of already developed bioactives, eSynth is capable of generating diverse collections of molecules with the desired activity profiles. Thus, we are very optimistic that our effort will contribute to targeted drug discovery. eSynth is freely available to the academic community at www.brylinski.org/content/molecular-synthesis.Assuming that organic compounds are composed of sets of rigid fragments connected by flexible linkers, a molecule can be decomposed into its building blocks tracking their atomic connectivity. Here, we developed eSynth, an automated method to synthesize new compounds by reconnecting these building blocks following the connectivity patterns via an exhaustive graph-based search algorithm. eSynth opens up a possibility to rapidly construct virtual screening libraries for targeted drug discovery ![]()
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Affiliation(s)
- Misagh Naderi
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA USA
| | - Chris Alvin
- Department of Computer Science and Information Systems, Bradley University, Peoria, IL USA
| | - Yun Ding
- Department of Physics and Astronomy, Louisiana State University, Baton Rouge, LA USA
| | - Supratik Mukhopadhyay
- Department of Computer Science and Engineering, Louisiana State University, Baton Rouge, LA USA
| | - Michal Brylinski
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA USA ; Center for Computation and Technology, Louisiana State University, Baton Rouge, LA USA
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15
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Leyva MJ, Kim YS, Peach ML, Schneekloth JS. Synthetic derivatives of the SUMO consensus sequence provide a basis for improved substrate recognition. Bioorg Med Chem Lett 2015; 25:2146-51. [PMID: 25881829 PMCID: PMC6341477 DOI: 10.1016/j.bmcl.2015.03.069] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2015] [Revised: 03/21/2015] [Accepted: 03/24/2015] [Indexed: 12/21/2022]
Abstract
Protein sumoylation is a dynamic posttranslational modification that regulates a diverse subset of the proteome. The mechanism by which sumoylation enzymes recognize their cognate substrates is unclear, and the consequences of sumoylation remain difficult to predict. While small molecule probes of the sumoylation process could be valuable for understanding SUMO biology, few small molecules that modulate this process exist. Here, we report the synthesis and evaluation of over 600 oxime-containing peptide sumoylation substrates. Our work demonstrates that higher modification efficiency can be achieved with non-natural side chains that deviate substantially from the consensus site requirement of a hydrophobic substituent. Furthermore, docking studies suggest that these improved substrates mimic binding interactions that are used by other endogenous protein sequences through tertiary interactions. The development of these high efficiency substrates provides key mechanistic insights toward specific recognition of low molecular weight species in the sumoylation pathway.
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Affiliation(s)
- Melissa J Leyva
- Chemical Biology Laboratory, National Cancer Institute, 376 Boyles St., Frederick, MD 21702, USA
| | - Yeong Sang Kim
- Chemical Biology Laboratory, National Cancer Institute, 376 Boyles St., Frederick, MD 21702, USA
| | - Megan L Peach
- Basic Science Program, Chemical Biology Laboratory, Leidos Biomedical Research, Inc., National Cancer Institute, 376 Boyles St., Frederick, MD 21702, USA
| | - John S Schneekloth
- Chemical Biology Laboratory, National Cancer Institute, 376 Boyles St., Frederick, MD 21702, USA.
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16
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Bathula SR, Akondi SM, Mainkar PS, Chandrasekhar S. “Pruning of biomolecules and natural products (PBNP)”: an innovative paradigm in drug discovery. Org Biomol Chem 2015; 13:6432-48. [DOI: 10.1039/c5ob00403a] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Smart Schneider: ‘Nature’ is the most intelligent tailor with an ability to utilize the resources. Researchers are still at an infant stage learning this art. The present review highlights some of the man made pruning of bio-molecules and NPs (PBNP) in finding chemicals with a better therapeutic index.
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Affiliation(s)
- Surendar Reddy Bathula
- Division of Natural Products Chemistry CSIR-Indian Institute of Chemical Technology
- Hyderabad
- 500007 India
| | - Srirama Murthy Akondi
- Division of Natural Products Chemistry CSIR-Indian Institute of Chemical Technology
- Hyderabad
- 500007 India
| | - Prathama S. Mainkar
- Division of Natural Products Chemistry CSIR-Indian Institute of Chemical Technology
- Hyderabad
- 500007 India
| | - Srivari Chandrasekhar
- Division of Natural Products Chemistry CSIR-Indian Institute of Chemical Technology
- Hyderabad
- 500007 India
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17
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Herrmann A. Dynamic combinatorial/covalent chemistry: a tool to read, generate and modulate the bioactivity of compounds and compound mixtures. Chem Soc Rev 2014; 43:1899-933. [PMID: 24296754 DOI: 10.1039/c3cs60336a] [Citation(s) in RCA: 281] [Impact Index Per Article: 28.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Reversible covalent bond formation under thermodynamic control adds reactivity to self-assembled supramolecular systems, and is therefore an ideal tool to assess complexity of chemical and biological systems. Dynamic combinatorial/covalent chemistry (DCC) has been used to read structural information by selectively assembling receptors with the optimum molecular fit around a given template from a mixture of reversibly reacting building blocks. This technique allows access to efficient sensing devices and the generation of new biomolecules, such as small molecule receptor binders for drug discovery, but also larger biomimetic polymers and macromolecules with particular three-dimensional structural architectures. Adding a kinetic factor to a thermodynamically controlled equilibrium results in dynamic resolution and in self-sorting and self-replicating systems, all of which are of major importance in biological systems. Furthermore, the temporary modification of bioactive compounds by reversible combinatorial/covalent derivatisation allows control of their release and facilitates their transport across amphiphilic self-assembled systems such as artificial membranes or cell walls. The goal of this review is to give a conceptual overview of how the impact of DCC on supramolecular assemblies at different levels can allow us to understand, predict and modulate the complexity of biological systems.
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Affiliation(s)
- Andreas Herrmann
- Firmenich SA, Division Recherche et Développement, Route des Jeunes 1, B. P. 239, CH-1211 Genève 8, Switzerland.
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18
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Ulrich S, Dumy P. Probing secondary interactions in biomolecular recognition by dynamic combinatorial chemistry. Chem Commun (Camb) 2014; 50:5810-25. [DOI: 10.1039/c4cc00263f] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
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19
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Barker J, Courtney S, Hesterkamp T, Ullmann D, Whittaker M. Fragment screening by biochemical assay. Expert Opin Drug Discov 2013; 1:225-36. [PMID: 23495844 DOI: 10.1517/17460441.1.3.225] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The use of high concentration biochemical assays to identify weak binding fragment molecules can be an effective method to identify novel starting points for medicinal chemistry programmes. The combination of a high-quality fragment library with sensitive biochemical screening methods is a viable alternative to the more commonly used fragment screening methods such as nuclear magnetic resonance screening or high-throughput X-ray crystallography. Notably, there are a number of literature reports where fragment molecules have been identified by a high concentration biochemical assay. The use of high concentration screening of fragments using a portfolio of single-molecule fluorescence correlation spectroscopy detection techniques to ensure the highest reproducibility and sensitivity have been demonstrated, as well as the use of and X-ray crystallography to determine the binding mode of active fragments.
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Affiliation(s)
- John Barker
- Evotec, 111 Milton Park, Abingdon, Oxon, OX14 4RZ, UK.
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20
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Papp A, Szommer T, Barna L, Gyimesi G, Ferdinandy P, Spadoni C, Darvas F, Fujita T, Urge L, Dormán G. Enhanced hit-to-lead process using bioanalogous lead evolution and chemogenomics: application in designing selective matrix metalloprotease inhibitors. Expert Opin Drug Discov 2013; 2:707-23. [PMID: 23488960 DOI: 10.1517/17460441.2.5.707] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
The authors describe an innovative approach for designing novel inhibitors. This approach effectively integrates the emerging chemogenomics concept of target-family-based drug discovery with bioanalogous design strategies, including privileged structures, molecular frameworks as well as bioisosteric and bioanalogous/isofunctional modifications. The authors applied this method in the design of selective inhibitors of matrix metalloproteases (MMPs), also referred to as matrixins, on the basis of a unique analysis of the ligand-target knowledge base, the 'matrixinome'. For this analysis, the authors created an annotated MMP database containing ∼ 300 inhibitors with their published activity profile. The ligand space was then arranged into a lead evolution tree, where the substructural transformations in each virtual step led to marked changes in the activity pattern. This allowed subtype-specific privileged fragments to be extracted as well as modifications, which improve activity and/or selectivity. Furthermore, the compounds with the preferred activity profile were correlated with sequence homology as well as binding site similarity within the target family, thereby leading to the identification of substructural modifications that turn non-selective, biohomologous structures into selective inhibitors. The matrixinomic application of the authors' approach, therefore, provides an example of how the combination of ligand space knowledge with sequence-related data can radically improve the outcome of the lead optimisation process to achieve higher selectivity within a given target family.
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Affiliation(s)
- Akos Papp
- AMRI Hungary, Inc., Záhony utca 7, 1031 Budapest, Hungary +361 6666 129 ; +361 6666 110 ;
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21
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Gushwa NN, Kang S, Chen J, Taunton J. Selective targeting of distinct active site nucleophiles by irreversible SRC-family kinase inhibitors. J Am Chem Soc 2012. [PMID: 23190395 DOI: 10.1021/ja310659j] [Citation(s) in RCA: 79] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Src-family tyrosine kinases play pivotal roles in human physiology and disease, and several drugs that target members of this family are in clinical use. None of these drugs appear to discriminate among closely related kinases. However, assessing their selectivity toward endogenous kinases in living cells remains a significant challenge. Here, we report the design of two Src-directed chemical probes, each consisting of a nucleoside scaffold with a 5'-electrophile. A 5'-fluorosulfonylbenzoate (1) reacts with the conserved catalytic lysine (Lys295) and shows little discrimination among related kinases. By contrast, a 5'-vinylsulfonate (2) reacts with a poorly conserved, proximal cysteine (Cys277) found in three Src-family and six unrelated kinases. Both 1 and 2 bear an alkyne tag and efficiently label their respective endogenous kinase targets in intact cells. Using 1 as a competitive probe, we determined the extent to which ponatinib, a clinical Bcr-Abl inhibitor, targets Src-family kinases. Remarkably, while ponatinib had little effect on endogenous Fyn or Src, it potently blocked the critical T-cell kinase, Lck. Probes 1 and 2 thus enable competitive profiling versus distinct kinase subsets in living cells.
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Affiliation(s)
- Nathan N Gushwa
- Howard Hughes Medical Institute, Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, California 94158, United States
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22
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Abstract
Fragment-based drug discovery (FBDD) concerns the screening of low-molecular weight compounds against macromolecular targets of clinical relevance. These compounds act as starting points for the development of drugs. FBDD has evolved and grown in popularity over the past 15 years. In this paper, the rationale and technology behind the use of X-ray crystallography in fragment based screening (FBS) will be described, including fragment library design and use of synchrotron radiation and robotics for high-throughput X-ray data collection. Some recent uses of crystallography in FBS will be described in detail, including interrogation of the drug targets β-secretase, phenylethanolamine N-methyltransferase, phosphodiesterase 4A and Hsp90. These examples provide illustrations of projects where crystallography is straightforward or difficult, and where other screening methods can help overcome the limitations of crystallography necessitated by diffraction quality.
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Affiliation(s)
- Zorik Chilingaryan
- School of Chemistry, University of Wollongong, Northfields Ave, Wollongong 2522, NSW, Australia.
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23
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Brandvold KR, Steffey ME, Fox CC, Soellner MB. Development of a highly selective c-Src kinase inhibitor. ACS Chem Biol 2012; 7:1393-8. [PMID: 22594480 DOI: 10.1021/cb300172e] [Citation(s) in RCA: 93] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Generating highly selective probes to interrogate protein kinase function in biological studies remains a challenge, and new strategies are required. Herein, we describe the development of the first highly selective and cell-permeable inhibitor of c-Src, a key signaling kinase in cancer. Our strategy involves extension of traditional inhibitor design by appending functionality proposed to interact with the phosphate-binding loop of c-Src. Using our selective inhibitor, we demonstrate that selective inhibition is significantly more efficacious than pan-kinase inhibition in slowing the growth of cancer cells. We also show that inhibition of c-Abl kinase, an off-target of most c-Src inhibitors, promotes oncogenic cell growth.
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Affiliation(s)
- Kristoffer R. Brandvold
- Department
of Medicinal Chemistry and ‡Department of Chemistry, University of Michigan, 930 N. University Avenue, Ann
Arbor, Michigan 48109, United States
| | - Michael E. Steffey
- Department
of Medicinal Chemistry and ‡Department of Chemistry, University of Michigan, 930 N. University Avenue, Ann
Arbor, Michigan 48109, United States
| | - Christel C. Fox
- Department
of Medicinal Chemistry and ‡Department of Chemistry, University of Michigan, 930 N. University Avenue, Ann
Arbor, Michigan 48109, United States
| | - Matthew B. Soellner
- Department
of Medicinal Chemistry and ‡Department of Chemistry, University of Michigan, 930 N. University Avenue, Ann
Arbor, Michigan 48109, United States
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24
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Fang DQ, Wu WJ, Zhang R, Zeng GH, Zheng KC. Theoretical Studies of QSAR and Molecular Design on a Novel Series of Ethynyl-3-Quinolinecarbonitriles as Src Inhibitors. Chem Biol Drug Des 2012; 80:134-47. [DOI: 10.1111/j.1747-0285.2012.01385.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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25
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Georghiou G, Kleiner RE, Pulkoski-Gross M, Liu DR, Seeliger MA. Highly specific, bisubstrate-competitive Src inhibitors from DNA-templated macrocycles. Nat Chem Biol 2012; 8:366-74. [PMID: 22344177 PMCID: PMC3307835 DOI: 10.1038/nchembio.792] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2011] [Accepted: 12/01/2011] [Indexed: 01/21/2023]
Abstract
Protein kinases are attractive therapeutic targets, but their high sequence and structural conservation complicates the development of specific inhibitors. We recently discovered from a DNA-templated macrocycle library inhibitors with unusually high selectivity among Src-family kinases. Starting from these compounds, we developed and characterized in molecular detail potent macrocyclic inhibitors of Src kinase and its cancer-associated gatekeeper mutant. We solved two co-crystal structures of macrocycles bound to Src kinase. These structures reveal the molecular basis of the combined ATP- and substrate peptide-competitive inhibitory mechanism and the remarkable kinase specificity of the compounds. The most potent compounds inhibit Src activity in cultured mammalian cells. Our work establishes that macrocycles can inhibit protein kinases through a bi-substrate competitive mechanism with high potency and exceptional specificity, reveals the precise molecular basis for their desirable properties, and provides new insights into the development of Src-specific inhibitors with potential therapeutic relevance.
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Affiliation(s)
- George Georghiou
- Department of Pharmacological Sciences, Stony Brook University, Stony Brook, New York, USA
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26
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Inhibitors of the cellular trafficking of ricin. Toxins (Basel) 2012; 4:15-27. [PMID: 22347620 PMCID: PMC3277095 DOI: 10.3390/toxins4010015] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2011] [Revised: 12/22/2011] [Accepted: 12/23/2011] [Indexed: 12/26/2022] Open
Abstract
Throughout the last decade, efforts to identify and develop effective inhibitors of the ricin toxin have focused on targeting its N-glycosidase activity. Alternatively, molecules disrupting intracellular trafficking have been shown to block ricin toxicity. Several research teams have recently developed high-throughput phenotypic screens for small molecules acting on the intracellular targets required for entry of ricin into cells. These screens have identified inhibitory compounds that can protect cells, and sometimes even animals against ricin. We review these newly discovered cellular inhibitors of ricin intoxication, discuss the advantages and drawbacks of chemical-genetics approaches, and address the issues to be resolved so that the therapeutic development of these small-molecule compounds can progress.
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27
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Turner BJM. Extraterritoriality of US Patent Law and 35 USC §271(g): Strategies for Increasing Protection for Patented Methods of Screening Compound Libraries. Biotechnol Law Rep 2011. [DOI: 10.1089/blr.2011.9943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- By James M. Turner
- James M. Turner, Ph.D., is a graduate of California Western School of Law
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Bahta M, Lountos GT, Dyas B, Kim SE, Ulrich RG, Waugh DS, Burke TR. Utilization of nitrophenylphosphates and oxime-based ligation for the development of nanomolar affinity inhibitors of the Yersinia pestis outer protein H (YopH) phosphatase. J Med Chem 2011; 54:2933-43. [PMID: 21443195 PMCID: PMC3085962 DOI: 10.1021/jm200022g] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Our current study reports the first K(M) optimization of a library of nitrophenylphosphate-containing substrates for generating an inhibitor lead against the Yersinia pestis outer protein phosphatase (YopH). A high activity substrate identified by this method (K(M) = 80 μM) was converted from a substrate into an inhibitor by replacement of its phosphate group with difluoromethylphosphonic acid and by attachment of an aminooxy handle for further structural optimization by oxime ligation. A cocrystal structure of this aminooxy-containing platform in complex with YopH allowed the identification of a conserved water molecule proximal to the aminooxy group that was subsequently employed for the design of furanyl-based oxime derivatives. By this process, a potent (IC(50) = 190 nM) and nonpromiscuous inhibitor was developed with good YopH selectivity relative to a panel of phosphatases. The inhibitor showed significant inhibition of intracellular Y. pestis replication at a noncytotoxic concentration. The current work presents general approaches to PTP inhibitor development that may be useful beyond YopH.
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Affiliation(s)
- Medhanit Bahta
- Chemical Biology Laboratory, Molecular Discovery Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, NCI-Frederick, Frederick, MD 21702, U.S.A
| | - George T. Lountos
- Macromolecular Crystallography Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, NCI-Frederick, Frederick, MD 21702, U.S.A
| | - Beverly Dyas
- Laboratory of Molecular Immunology, United States Army Medical Research Institute of Infectious Diseases, Frederick, Maryland 21702, U.S.A
| | - Sung-Eun Kim
- Chemical Biology Laboratory, Molecular Discovery Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, NCI-Frederick, Frederick, MD 21702, U.S.A
| | - Robert G. Ulrich
- Laboratory of Molecular Immunology, United States Army Medical Research Institute of Infectious Diseases, Frederick, Maryland 21702, U.S.A
| | - David S. Waugh
- Macromolecular Crystallography Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, NCI-Frederick, Frederick, MD 21702, U.S.A
| | - Terrence R. Burke
- Chemical Biology Laboratory, Molecular Discovery Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, NCI-Frederick, Frederick, MD 21702, U.S.A
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30
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Ichihara O, Barker J, Law RJ, Whittaker M. Compound Design by Fragment-Linking. Mol Inform 2011; 30:298-306. [PMID: 27466947 DOI: 10.1002/minf.201000174] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2010] [Accepted: 02/14/2010] [Indexed: 12/21/2022]
Abstract
The linking together of two fragment compounds that bind to distinct protein sub-sites can lead to a superadditivity of binding affinities, in which the binding free energy of the linked fragments exceeds the simple sum of the binding energies of individual fragments (linking coefficient E<1). However, a review of the literature shows that such events are relatively rare and, in the majority of the cases, linking coefficients are far from optimal being much greater than 1. It is critical to design a linker that does not disturb the original binding poses of each fragment in order to achieve successful linking. However, such an ideal linker is often difficult to design and even more difficult to actually synthesize. We suggest that the chance of achieving successful fragment linking can be significantly improved by choosing a fragment pair that consists of one fragment that binds by strong H-bonds (or non-classical equivalents) and a second fragment that is more tolerant of changes in binding mode (hydrophobic or vdW binders). We also propose that the fragment molecular orbital (FMO) calculations can be used to analyse the nature of the binding interactions of the fragment hits for the selection of fragments for evolution, merging and linking in order to optimize the chance of success.
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Affiliation(s)
- Osamu Ichihara
- Evotec (UK) Ltd, 114 Milton Park, Abingdon, OXON, OX14 4SA, UK phone: +44(0)1235 441238
| | - John Barker
- Evotec (UK) Ltd, 114 Milton Park, Abingdon, OXON, OX14 4SA, UK phone: +44(0)1235 441238
| | - Richard J Law
- Evotec (UK) Ltd, 114 Milton Park, Abingdon, OXON, OX14 4SA, UK phone: +44(0)1235 441238
| | - Mark Whittaker
- Evotec (UK) Ltd, 114 Milton Park, Abingdon, OXON, OX14 4SA, UK phone: +44(0)1235 441238.
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31
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Gaucher-Wieczorek FS, Maillard LT, Badet B, Durand P. Fluorous tagged N-hydroxy phthalimide for the parallel synthesis of O-aryloxyamines. ACTA ACUST UNITED AC 2010; 12:655-8. [PMID: 20831264 DOI: 10.1021/cc100098v] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The parallel synthesis of O-aryloxyamines remains an unfulfilled need in the field of medicinal chemistry and fragment-based approaches. To fill this gap a solution-phase two-step process based on (1) a copper-catalyzed cross-coupling of aryl boronic acids with a fluorous tagged N-hydroxyphthalimide, and (2) a supported aminolysis was designed and optimized using Taguchi's method. A library of O-aryloxyamines was synthesized in high yields with high purity and diversity.
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Affiliation(s)
- Florence S Gaucher-Wieczorek
- Centre de recherches de Gif, Institut de Chimie des Substances Naturelles, UPR 2301-CNRS, Avenue de la Terrasse, 91198 Gif-sur-Yvette, France
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32
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Yang Z, Nie Y, Yang G, Zu Y, Fu Y, Zhou L. Synergistic effects in the designs of neuraminidase ligands: Analysis from docking and molecular dynamics studies. J Theor Biol 2010; 267:363-74. [DOI: 10.1016/j.jtbi.2010.08.029] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2010] [Revised: 07/29/2010] [Accepted: 08/25/2010] [Indexed: 10/19/2022]
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33
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Yamane J, Ohyabu N, Yao M, Takemoto H, Tanaka I. In-crystal chemical ligation for lead compound generation. J Appl Crystallogr 2010. [DOI: 10.1107/s0021889810037222] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
A new fragment-based growth strategy for lead compound generation is proposed, which is based onin situchemical ligation and is operable in X-ray-based fragment screening format. The method involves two classes of bifunctional molecules, referred to as anchor molecules and tuning molecules. The anchor molecules are designed to form stable complexes with target proteins and to connect with the tuning molecules. The procedure begins with the introduction of the anchor molecule into the target protein, to which the tuning molecule is linked in the crystal. Proof-of-concept experiments using trypsin crystals charged withpara-aldehyde benzamidine showed that the crystals acted as a platform to select self-assembled ligation products. Furthermore, time-resolved crystallography allowed identification of the reaction field and direct visualization of the reaction pathway. The ability to rapidly gain an understanding of the relations between a set of chemical modifications and their interactions with target proteins would accelerate the hit-to-lead process. A potential crystallographic growth strategyviathe self-assembly technique and its biological implications are discussed.
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34
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Nath A, Zientek MA, Burke BJ, Jiang Y, Atkins WM. Quantifying and predicting the promiscuity and isoform specificity of small-molecule cytochrome P450 inhibitors. Drug Metab Dispos 2010; 38:2195-203. [PMID: 20841376 DOI: 10.1124/dmd.110.034645] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Drug promiscuity (i.e., inhibition of multiple enzymes by a single compound) is increasingly recognized as an important pharmacological consideration in the drug development process. However, systematic studies of functional or physicochemical characteristics that correlate with drug promiscuity are handicapped by the lack of a good way of quantifying promiscuity. In this article, we present a new entropy-based index of drug promiscuity. We apply this index to two high-throughput data sets describing inhibition of cytochrome P450 isoforms by small-molecule drugs and drug candidates, and we demonstrate how drug promiscuity or specificity can be quantified. For these drug-metabolizing enzymes, we find that there is essentially no correlation between a drug's potency and specificity. We also present an index to quantify the susceptibilities of different enzymes to inhibition by diverse substrates. Finally, we use partial least-squares regression to successfully predict isoform specificity and promiscuity of small molecules, using a set of fingerprint-based descriptors.
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Affiliation(s)
- Abhinav Nath
- Department of Molecular Biophysics & Biochemistry, Yale University, P.O. Box 208114, New Haven, CT 06520-8114, USA.
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35
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Kobayashi M, Retra K, Figaroa F, Hollander JG, Ab E, Heetebrij RJ, Irth H, Siegal G. Target Immobilization as a Strategy for NMR-Based Fragment Screening. ACTA ACUST UNITED AC 2010; 15:978-89. [DOI: 10.1177/1087057110375614] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Fragment-based drug discovery (FBDD) has become a widely accepted tool that is complementary to high-throughput screening (HTS) in developing small-molecule inhibitors of pharmaceutical targets. Because a fragment campaign can only be as successful as the hit matter found, it is critical that the first stage of the process be optimized. Here the authors compare the 3 most commonly used methods for hit discovery in FBDD: high concentration screening (HCS), solution ligand-observed nuclear magnetic resonance (NMR), and surface plasmon resonance (SPR). They selected the commonly used saturation transfer difference (STD) NMR spectroscopy and the proprietary target immobilized NMR screening (TINS) as representative of the array of possible NMR methods. Using a target typical of FBDD campaigns, the authors find that HCS and TINS are the most sensitive to weak interactions. They also find a good correlation between TINS and STD for tighter binding ligands, but the ability of STD to detect ligands with affinity weaker than 1 mM KD is limited. Similarly, they find that SPR detection is most suited to ligands that bind with KD better than 1 mM. However, the good correlation between SPR and potency in a bioassay makes this a good method for hit validation and characterization studies.
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Affiliation(s)
| | - Kim Retra
- Biomolecular Analysis and Spectroscopy, Department of Chemistry and Pharmaceutical Sciences, Faculty of Sciences, Vrije University Amsterdam, Amsterdam, The Netherlands
| | | | | | - Eiso Ab
- ZoBio B.V, Einsteinweg 55, 2333CC, Leiden, The Netherlands
| | | | - Hubertus Irth
- Biomolecular Analysis and Spectroscopy, Department of Chemistry and Pharmaceutical Sciences, Faculty of Sciences, Vrije University Amsterdam, Amsterdam, The Netherlands
| | - Gregg Siegal
- ZoBio B.V, Einsteinweg 55, 2333CC, Leiden, The Netherlands
- Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands
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36
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Abstract
Cell-based assays represent approximately half of all high-throughput screens currently performed. Here, we review in brief the history and status of high-throughput screening (HTS), and summarize some of the challenges and benefits associated with the use of cell-based assays in HTS. Approaches for successful experimental design and execution of cell-based screens are introduced, including strategies for assay development, implementation of primary and secondary screens, and target identification. In doing so, we hope to provide a comprehensive review of the cell-based HTS process and an introduction to the methodologies and techniques used.
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Affiliation(s)
- W Frank An
- Chemical Biology Platform, The Broad Institute, 7 Cambridge Center, Cambridge, MA 02142, USA.
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37
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Scheuermann J, Neri D. DNA-encoded chemical libraries: a tool for drug discovery and for chemical biology. Chembiochem 2010; 11:931-7. [PMID: 20391457 DOI: 10.1002/cbic.201000066] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Jörg Scheuermann
- ETH Zürich, Department of Chemistry and Applied Biosciences, Institute of Pharmaceutical Sciences, Wolfgang-Pauli-Strasse 10, 8093 Zürich, Switzerland.
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38
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Seamless bead to microarray screening: rapid identification of the highest affinity protein ligands from large combinatorial libraries. ACTA ACUST UNITED AC 2010; 17:38-45. [PMID: 20142039 DOI: 10.1016/j.chembiol.2009.12.015] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2009] [Revised: 12/08/2009] [Accepted: 12/08/2009] [Indexed: 11/21/2022]
Abstract
Several approaches have been developed for screening combinatorial libraries or collections of synthetic molecules for agonists or antagonists of protein function, each with its own advantages and limitations. In this report, we describe an experimental platform that seamlessly couples massively parallel bead-based screening of one-bead one-compound combinatorial libraries with microarray-based quantitative comparisons of the binding affinities of the many hits isolated from the bead library. Combined with other technical improvements, this technique allows the rapid identification of the best protein ligands in combinatorial libraries containing millions of compounds without the need for labor-intensive resynthesis of the hits.
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39
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Liu F, Hakami RM, Dyas B, Bahta M, Lountos GT, Waugh DS, Ulrich RG, Burke TR. A rapid oxime linker-based library approach to identification of bivalent inhibitors of the Yersinia pestis protein-tyrosine phosphatase, YopH. Bioorg Med Chem Lett 2010; 20:2813-6. [PMID: 20350805 DOI: 10.1016/j.bmcl.2010.03.058] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2010] [Revised: 03/10/2010] [Accepted: 03/11/2010] [Indexed: 10/19/2022]
Abstract
A bivalent tethered approach toward YopH inhibitor development is presented that joins aldehydes with mixtures of bis-aminooxy-containing linkers using oxime coupling. The methodology is characterized by its facility and ease of use and its ability to rapidly identify low micromolar affinity inhibitors. The generality of the approach may potentially make it amenable to the development of bivalent inhibitors directed against other phosphatases.
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Affiliation(s)
- Fa Liu
- Chemical Biology Laboratory, Molecular Discovery Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, NCI-Frederick, Frederick, MD 21702, USA
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40
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Moumné R, Larue V, Seijo B, Lecourt T, Micouin L, Tisné C. Tether influence on the binding properties of tRNALys3 ligands designed by a fragment-based approach. Org Biomol Chem 2010; 8:1154-9. [PMID: 20165808 DOI: 10.1039/b921232a] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A small library of 1,5-triazole derivatives linking a diaminocyclopentadiol and aromatic ketones has been prepared and screened using NMR and fluorescent techniques against tRNA(Lys)(3), the HIV reverse transcription primer. The comparison of their binding properties to those of their 1,4-triazole isomers, previously discovered in a fragment-based approach, outlines the influence of the linker on affinity and binding selectivity in such an approach.
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Affiliation(s)
- Roba Moumné
- Chimie Thérapeutique, Université Paris Descartes, CNRS UMR 8638, 4 avenue de l'Observatoire, 75006, Paris, France
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41
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Hirose T, Sunazuka T, Ōmura S. Recent development of two chitinase inhibitors, Argifin and Argadin, produced by soil microorganisms. PROCEEDINGS OF THE JAPAN ACADEMY. SERIES B, PHYSICAL AND BIOLOGICAL SCIENCES 2010; 86:85-102. [PMID: 20154467 PMCID: PMC3417560 DOI: 10.2183/pjab.86.85] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Chitin, the second most abundant polysaccharide in nature, occurs in fungi, some algae and many invertebrates, including insects. Thus, chitin synthesis and degradation could represent specific targets for fungicides and insecticides. Chitinases hydrolyze chitin into oligomers of N-acetyl-D-glucosamine at key points in the life cycles of organisms, consequently, chitinase inhibitors have become subject of increasing interest. This review covers the development of two chitinase inhibitors of natural origin, Argifin and Argadin, isolated from the cultured broth of microorganisms in our laboratory. In particular, the practical total synthesis of these natural products, the synthesis of lead compounds via computer-aided rational molecular design, and discovery methods that generate only highly-active compounds using a kinetic target(chitinase)-guided synthesis approach (termed in situ click chemistry) are described.
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Affiliation(s)
- Tomoyasu Hirose
- The Kitasato Institute, Kitasato Institute for Life Sciences and Graduate School of Infection Control Sciences, Kitasato University, Tokyo, Japan
| | - Toshiaki Sunazuka
- The Kitasato Institute, Kitasato Institute for Life Sciences and Graduate School of Infection Control Sciences, Kitasato University, Tokyo, Japan
- Correspondence should be addressed: T. Sunazuka and S. Ōmura, The Kitasato Institute and Kitasato Institute for Life Science and Graduate School of Infection Control Sciences, Kitasato University, 5-9-1 Shirokane, Minato-ku, Tokyo, 108-8641, Japan (e-mail: and )
| | - Satoshi Ōmura
- The Kitasato Institute, Kitasato Institute for Life Sciences and Graduate School of Infection Control Sciences, Kitasato University, Tokyo, Japan
- Correspondence should be addressed: T. Sunazuka and S. Ōmura, The Kitasato Institute and Kitasato Institute for Life Science and Graduate School of Infection Control Sciences, Kitasato University, 5-9-1 Shirokane, Minato-ku, Tokyo, 108-8641, Japan (e-mail: and )
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42
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Schmidt MF, Rademann J. Dynamic template-assisted strategies in fragment-based drug discovery. Trends Biotechnol 2009; 27:512-21. [PMID: 19679363 PMCID: PMC7114311 DOI: 10.1016/j.tibtech.2009.06.001] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2009] [Revised: 06/16/2009] [Accepted: 06/17/2009] [Indexed: 11/27/2022]
Abstract
Fragment-based methods for drug discovery are increasingly popular because they provide drug leads with greater ligand efficiency than conventional high-throughput screening. However, established methods for fragment detection do not address the central question in fragment-based ligand discovery: how can a primary ligand be optimally extended by a secondary fragment? Dynamic screening methods solve this issue by using a protein target as a template for ligand assembly, thus yielding high-affinity binders from low-affinity fragments. This review summarizes recent work on dynamic screening methodology, which resulted in the development of several high-affinity binders for various targets. Strengths and limitations of the published approaches are discussed and possible contributions of dynamic screening methodology to the drug discovery process are highlighted.
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Affiliation(s)
- Marco F Schmidt
- Department of Medicinal Chemistry, Leibniz-Institute of Molecular Pharmacology, Robert-Rössle-Strasse 10, 13125 Berlin, Germany
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Pushechnikov A, Lee MM, Childs-Disney JL, Sobczak K, French JM, Thornton CA, Disney MD. Rational design of ligands targeting triplet repeating transcripts that cause RNA dominant disease: application to myotonic muscular dystrophy type 1 and spinocerebellar ataxia type 3. J Am Chem Soc 2009; 131:9767-79. [PMID: 19552411 PMCID: PMC2731475 DOI: 10.1021/ja9020149] [Citation(s) in RCA: 148] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Herein, we describe the design of high affinity ligands that bind expanded rCUG and rCAG repeat RNAs expressed in myotonic dystrophy type 1 (DM1) and spinocerebellar ataxia type 3. These ligands also inhibit, with nanomolar IC(50) values, the formation of RNA-protein complexes that are implicated in both disorders. The expanded rCUG and rCAG repeats form stable RNA hairpins with regularly repeating internal loops in the stem and have deleterious effects on cell function. The ligands that bind the repeats display a derivative of the bisbenzimidazole Hoechst 33258, which was identified by searching known RNA-ligand interactions for ligands that bind the internal loop displayed in these hairpins. A series of 13 modularly assembled ligands with defined valencies and distances between ligand modules was synthesized to target multiple motifs in these RNAs simultaneously. The most avid binder, a pentamer, binds the rCUG repeat hairpin with a K(d) of 13 nM. When compared to a series of related RNAs, the pentamer binds to rCUG repeats with 4.4- to >200-fold specificity. Furthermore, the affinity of binding to rCUG repeats shows incremental gains with increasing valency, while the background binding to genomic DNA is correspondingly reduced. Then, it was determined whether the modularly assembled ligands inhibit the recognition of RNA repeats by Muscleblind-like 1 (MBNL1) protein, the expanded-rCUG binding protein whose sequestration leads to splicing defects in DM1. Among several compounds with nanomolar IC(50) values, the most potent inhibitor is the pentamer, which also inhibits the formation of rCAG repeat-MBNL1 complexes. Comparison of the binding data for the designed synthetic ligands and MBNL1 to repeating RNAs shows that the synthetic ligand is 23-fold higher affinity and more specific to DM1 RNAs than MBNL1. Further studies show that the designed ligands are cell permeable to mouse myoblasts. Thus, cell permeable ligands that bind repetitive RNAs have been designed that exhibit higher affinity and specificity for binding RNA than natural proteins. These studies suggest a general approach to targeting RNA, including those that cause RNA dominant disease.
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Affiliation(s)
- Alexei Pushechnikov
- Department of Chemistry and The Center of Excellence in Bioinformatics and Life Sciences, University at Buffalo, The State University of New York, 657 Natural Sciences Complex, Buffalo, NY 14260
| | - Melissa M. Lee
- Department of Chemistry and The Center of Excellence in Bioinformatics and Life Sciences, University at Buffalo, The State University of New York, 657 Natural Sciences Complex, Buffalo, NY 14260
| | | | - Krzysztof Sobczak
- Department of Neurology, University of Rochester, Rochester, NY, 14620
| | - Jonathan M. French
- Department of Chemistry and The Center of Excellence in Bioinformatics and Life Sciences, University at Buffalo, The State University of New York, 657 Natural Sciences Complex, Buffalo, NY 14260
| | | | - Matthew D. Disney
- Department of Chemistry and The Center of Excellence in Bioinformatics and Life Sciences, University at Buffalo, The State University of New York, 657 Natural Sciences Complex, Buffalo, NY 14260
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44
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Cao R, Mi N, Zhang H. 3D-QSAR study of c-Src kinase inhibitors based on docking. J Mol Model 2009; 16:361-75. [PMID: 19609579 DOI: 10.1007/s00894-009-0530-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2009] [Accepted: 04/15/2009] [Indexed: 11/26/2022]
Abstract
Cancer is a significant world health problem for which efficient therapies are in urgent demand. c-Src has emerged as an attractive target for drug discovery efforts toward antitumor therapies. Toward this target several series of c-Src inhibitors that showed activity in the assay have been reported. In this article, 3D-QSAR models have been built with 156 anilinoquinazoline and quinolinecarbonitrile derivative inhibitors by using CoMFA and CoMSIA methods. These studies indicated that the QSAR models were statistically significant with high predictabilities (CoMFA model, q(2) = 0.590, r(2) = 0.855; CoMSIA model, q(2) = 0.538, r(2) = 0.748). The details of c-Src kinase/inhibitor binding interactions in the crystal structure of complex provided new information for the design of new inhibitors. As a result, docking simulations were also conducted on the series of potent inhibitors. The flexible docking method, which was performed by the DOCK program, positioned all of the inhibitors into the active site to determine the probable binding conformation. The CoMFA and CoMSIA models based on the flexible docking conformations also yielded statistically significant and highly predictive QSAR models (CoMFA model, q(2) = 0.507, r(2) = 0.695; CoMSIA model, q(2) = 0.463, r(2) = 0.734). Our models would offer help to better comprehend the structure-activity relationships that exist for this class of compounds and also facilitate the design of novel inhibitors with good chemical diversity.
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Affiliation(s)
- Ran Cao
- Key Laboratory of radiopharmaceuticals of Ministry of Education, College of Chemistry, Beijing Normal University, Beijing, China
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Lim HS, Reddy MM, Xiao X, Wilson J, Wilson R, Connell S, Kodadek T. Rapid identification of improved protein ligands using peptoid microarrays. Bioorg Med Chem Lett 2009; 19:3866-9. [PMID: 19380225 PMCID: PMC4452005 DOI: 10.1016/j.bmcl.2009.03.153] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2009] [Revised: 03/26/2009] [Accepted: 03/30/2009] [Indexed: 10/20/2022]
Abstract
A rapid array-based protocol is presented by which a modest affinity protein-binding small molecule can be appended to a library of peptoids via click chemistry. The array can then be screened for improved ligands that exhibit a higher affinity for the protein target.
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Affiliation(s)
- Hyun-Suk Lim
- Departments of Internal Medicine and Molecular Biology, Division of Translational Research, University of Texas Southwestern Medical Center, Dallas, TX 75390-9185
| | - M. Muralidhar Reddy
- Departments of Internal Medicine and Molecular Biology, Division of Translational Research, University of Texas Southwestern Medical Center, Dallas, TX 75390-9185
| | - Xiangshu Xiao
- Departments of Internal Medicine and Molecular Biology, Division of Translational Research, University of Texas Southwestern Medical Center, Dallas, TX 75390-9185
| | - Johnnie Wilson
- Departments of Internal Medicine and Molecular Biology, Division of Translational Research, University of Texas Southwestern Medical Center, Dallas, TX 75390-9185
| | - Rosemary Wilson
- Departments of Internal Medicine and Molecular Biology, Division of Translational Research, University of Texas Southwestern Medical Center, Dallas, TX 75390-9185
| | - Steven Connell
- Departments of Internal Medicine and Molecular Biology, Division of Translational Research, University of Texas Southwestern Medical Center, Dallas, TX 75390-9185
| | - Thomas Kodadek
- Departments of Internal Medicine and Molecular Biology, Division of Translational Research, University of Texas Southwestern Medical Center, Dallas, TX 75390-9185
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46
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From fragment to clinical candidate—a historical perspective. Drug Discov Today 2009; 14:668-75. [DOI: 10.1016/j.drudis.2009.04.007] [Citation(s) in RCA: 171] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2008] [Revised: 04/01/2009] [Accepted: 04/23/2009] [Indexed: 11/21/2022]
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Multivalency-assisted control of intracellular signaling pathways: application for ubiquitin- dependent N-end rule pathway. ACTA ACUST UNITED AC 2009; 16:121-31. [PMID: 19246002 DOI: 10.1016/j.chembiol.2009.01.012] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2008] [Revised: 01/04/2009] [Accepted: 01/21/2009] [Indexed: 11/23/2022]
Abstract
Intracellular signaling is often mediated by a family of functionally overlapping signal mediators that contain multiple sites interacting with other proteins or ligands with weak affinity (K(d) > microM). Conjugation of multiple low-affinity ligands into a high-affinity multivalent molecule provides a means to control the entire protein family within a single intracellular pathway. The N-end rule pathway is a ubiquitin (Ub)-dependent proteolytic system where at least four Ub ligases, called N-recognins, have a common domain critical for binding to type 1 (basic) and type 2 (bulky hydrophobic) destabilizing N-terminal residues of substrates as degrons. The recent development of a heterodivalent inhibitor targeting type 1 and type 2 substrate binding sites of the N-recognin family provides new opportunities to manipulate this proteolytic pathway in biochemical and pathophysiological conditions. We overview the N-end rule pathway as an intracellular target for heterodivalent molecules and discuss the basis of thermodynamics and kinetics related to heterodivalent interactions.
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48
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Lee MM, Pushechnikov A, Disney MD. Rational and modular design of potent ligands targeting the RNA that causes myotonic dystrophy 2. ACS Chem Biol 2009; 4:345-55. [PMID: 19348464 DOI: 10.1021/cb900025w] [Citation(s) in RCA: 96] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Most ligands targeting RNA are identified through screening a therapeutic target for binding members of a ligand library. A potential alternative way to construct RNA binders is through rational design using information about the RNA motifs ligands prefer to bind. Herein, we describe such an approach to design modularly assembled ligands targeting the RNA that causes myotonic dystrophy type 2 (DM2), a currently untreatable disease. A previous study identified that 6'-N-5-hexynoate kanamycin A (1) prefers to bind 2x2 nucleotide, pyrimidine-rich RNA internal loops. Multiple copies of such loops are found in the RNA hairpin that causes DM2. The 1 ligand was then modularly displayed on a peptoid scaffold with varied number and spacing to target several internal loops simultaneously. Modularly assembled ligands were tested for binding to a series of RNAs and for inhibiting the formation of the toxic DM2 RNA-muscleblind protein (MBNL-1) interaction. The most potent ligand displays three 1 modules, each separated by four spacing submonomers, and inhibits the formation of the RNA-protein complex with an IC(50) of 25 nM. This ligand has higher affinity and is more specific for binding the DM2 RNA than MBNL-1. It binds the DM2 RNA at least 30 times more tightly than related RNAs and 15-fold more tightly than MBNL-1. A related control peptoid displaying 6'-N-5-hexynoate neamine (2) is >100-fold less potent at inhibiting the RNA-protein interaction and binds to DM2 RNA >125-fold more weakly. Uptake studies into a mouse myoblast cell line also show that the most potent ligand is cell permeable.
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Affiliation(s)
- Melissa M. Lee
- Department of Chemistry and The Center of Excellence in Bioinformatics and Life Sciences, University at Buffalo, The State University of New York, 657 Natural Sciences Complex, Buffalo, New York 14260
| | - Alexei Pushechnikov
- Department of Chemistry and The Center of Excellence in Bioinformatics and Life Sciences, University at Buffalo, The State University of New York, 657 Natural Sciences Complex, Buffalo, New York 14260
| | - Matthew D. Disney
- Department of Chemistry and The Center of Excellence in Bioinformatics and Life Sciences, University at Buffalo, The State University of New York, 657 Natural Sciences Complex, Buffalo, New York 14260
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Impact of linker strain and flexibility in the design of a fragment-based inhibitor. Nat Chem Biol 2009; 5:407-13. [PMID: 19396178 PMCID: PMC3178264 DOI: 10.1038/nchembio.163] [Citation(s) in RCA: 91] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2008] [Accepted: 02/23/2009] [Indexed: 11/21/2022]
Abstract
The linking together of molecular fragments that bind to adjacent sites on an enzyme can lead to high affinity inhibitors. Ideally, this strategy would employ linkers that do not perturb the optimal binding geometries of the fragments and do not have excessive conformational flexibility that would increase the entropic penalty of binding. In reality, these aims are seldom realized due to limitations in linker chemistry. Here we systematically explore the energetic and structural effects of rigid and flexible linkers on the binding of a fragment-based inhibitor of human uracil DNA glycosylase. Analysis of the free energies of binding in combination with co-crystal structures shows that the flexibility and strain of a given linker can have a significant impact on binding affinity even when the binding fragments are optimally positioned. Such effects are not apparent from inspection of structures and underscore the importance of linker optimization in fragment-based drug discovery efforts.
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Hirose T, Sunazuka T, Sugawara A, Endo A, Iguchi K, Yamamoto T, Ui H, Shiomi K, Watanabe T, Sharpless KB, Ōmura S. Chitinase inhibitors: extraction of the active framework from natural argifin and use of in situ click chemistry. J Antibiot (Tokyo) 2009; 62:277-82. [DOI: 10.1038/ja.2009.28] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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