1
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Bao K, Yoon JS, Ahn S, Lee JH, Cross CJ, Jeong MY, Frangioni JV, Choi HS. A robotic system for automated chemical synthesis of therapeutic agents. MATERIALS ADVANCES 2024; 5:5290-5297. [PMID: 38894709 PMCID: PMC11181120 DOI: 10.1039/d4ma00099d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 04/29/2024] [Indexed: 06/21/2024]
Abstract
The development of novel compounds for tissue-specific targeting and imaging is often impeded by a lack of lead compounds and the availability of reliable chemistry. Automated chemical synthesis systems provide a potential solution by enabling reliable, repeated access to large compound libraries for screening. Here we report an integrated solid-phase combinatorial chemistry system created using commercial and customized robots. Our goal is to optimize reaction parameters, such as varying temperature, shaking, microwave irradiation, aspirating and dispensing large-sized solid beads, and handling different washing solvents for separation and purification. This automated system accommodates diverse chemical reactions such as peptide synthesis and conventional coupling reactions. To confirm its functionality and reproducibility, 20 nerve-specific contrast agents for biomedical imaging were systematically and repeatedly synthesized and compared to other nerve-targeted agents using molecular fingerprinting and Uniform Manifold Approximation and Projection, which lays the foundation for creating reliable and reproductive chemical libraries in bioimaging and nanomedicine.
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Affiliation(s)
- Kai Bao
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
| | - Jong Seo Yoon
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
| | - Sung Ahn
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA
| | - Jeong Heon Lee
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
| | - Conor J Cross
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
| | - Myung Yung Jeong
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
- Department of Cogno-Mechatronics Engineering, Pusan National University Busan 46241 South Korea
| | - John V Frangioni
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
- Curadel, LLC Natick MA 01760 USA
| | - Hak Soo Choi
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
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2
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Avital-Shmilovici M, Liu X, Shaler T, Lowenthal A, Bourbon P, Snider J, Tambo-Ong A, Repellin C, Yniguez K, Sambucetti L, Madrid PB, Collins N. Mega-High-Throughput Screening Platform for the Discovery of Biologically Relevant Sequence-Defined Non-Natural Polymers. ACS CENTRAL SCIENCE 2022; 8:86-101. [PMID: 35106376 PMCID: PMC8796305 DOI: 10.1021/acscentsci.1c01041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Indexed: 06/14/2023]
Abstract
Combinatorial methods enable the synthesis of chemical libraries on scales of millions to billions of compounds, but the ability to efficiently screen and sequence such large libraries has remained a major bottleneck for molecular discovery. We developed a novel technology for screening and sequencing libraries of synthetic molecules of up to a billion compounds in size. This platform utilizes the fiber-optic array scanning technology (FAST) to screen bead-based libraries of synthetic compounds at a rate of 5 million compounds per minute (∼83 000 Hz). This ultra-high-throughput screening platform has been used to screen libraries of synthetic "self-readable" non-natural polymers that can be sequenced at the femtomole scale by chemical fragmentation and high-resolution mass spectrometry. The versatility and throughput of the platform were demonstrated by screening two libraries of non-natural polyamide polymers with sizes of 1.77M and 1B compounds against the protein targets K-Ras, asialoglycoprotein receptor 1 (ASGPR), IL-6, IL-6 receptor (IL-6R), and TNFα. Hits with low nanomolar binding affinities were found against all targets, including competitive inhibitors of K-Ras binding to Raf and functionally active uptake ligands for ASGPR facilitating intracellular delivery of a nonglycan ligand.
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3
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Plais L, Scheuermann J. Macrocyclic DNA-encoded chemical libraries: a historical perspective. RSC Chem Biol 2022; 3:7-17. [PMID: 35128404 PMCID: PMC8729180 DOI: 10.1039/d1cb00161b] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 10/19/2021] [Indexed: 12/25/2022] Open
Abstract
While macrocyclic peptides are extensively researched for therapeutically relevant protein targets, DNA-encoded chemical libraries (DELs) are developed at a quick pace to discover novel small molecule binders. The combination of both fields has been explored since 2004 and the number of macrocyclic peptide DELs is steadily increasing. Macrocycles with high affinity and potency were identified for diverse classes of proteins, revealing DEL's huge potential. By giving a historical perspective, we would like to review the methods which permitted the rise of macrocyclic peptide DELs, describe the different DELs which were created and discuss the achievements and challenges of this emerging field.
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Affiliation(s)
- Louise Plais
- Department of Chemistry and Applied Biosciences, ETH Zürich (Swiss Federal Institute of Technology) Vladimir-Prelog-Weg 4 CH-8093 Zürich Switzerland
| | - Jörg Scheuermann
- Department of Chemistry and Applied Biosciences, ETH Zürich (Swiss Federal Institute of Technology) Vladimir-Prelog-Weg 4 CH-8093 Zürich Switzerland
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4
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Peptide Affinity Chromatography Applied to Therapeutic Antibodies Purification. Int J Pept Res Ther 2021; 27:2905-2921. [PMID: 34690622 PMCID: PMC8525457 DOI: 10.1007/s10989-021-10299-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/07/2021] [Indexed: 12/12/2022]
Abstract
The interest in therapeutic monoclonal antibodies (mAbs) has significantly grown in the pharmaceutical industry, exceeding 100 FDA mAbs approved. Although the upstream processing of their industrial production has been significantly improved in the last years, the downstream processing still depends on immobilized protein A affinity chromatography. The high cost, low capacity and short half-life of immobilized protein A chromatography matrices, encouraged the design of alternative short-peptide ligands for mAb purification. Most of these peptides have been obtained by screening combinatorial peptide libraries. These low-cost ligands can be easily produced by solid-phase peptide synthesis and can be immobilized on chromatographic supports, thus obtaining matrices with high capacity and selectivity. Furthermore, matrices with immobilized peptide ligands have longer half-life than those with protein A due to the higher stability of the peptides. In this review the design and synthesis of peptide ligands, their immobilization on chromatographic supports and the evaluation of the affinity supports for their application in mAb purification is described.
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5
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Arias S, Maron E, Börner HG. Information-Based Design of Polymeric Drug Formulation Additives. Biomacromolecules 2020; 22:213-221. [PMID: 33226777 DOI: 10.1021/acs.biomac.0c01284] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Tailor-made copolymers are designed based on a peptide-poly(ethylene glycol) (QFFLFFQ-PEG) conjugate as a blueprint, to solubilize the photosensitizer meta-tetra(hydroxyphenyl)chlorin (m-THPC). The relevant functionalities of the parent peptide-PEG are mimicked by employing monomer pairs that copolymerize in a strictly alternating manner. While styrene (S) or 4-vinylbenzyl-phthalimide (VBP) provide aromatic moieties like Phe, the aliphatic isobutyl side chain of Leu4 is mimicked by maleic anhydride (MA) that reacts after polymerization with isobutylamine to give the isobutylamide-carboxyl functional unit (iBuMA). A set of copolymer-PEG solubilizers is synthesized by controlled radical polymerization, systematically altering the length of the functional segment (DPn = 2, 4, 6) and the side chain functionalization (iBuMA, iPrMA, MeMA). The m-THPC hosting and release properties of P[S-alt-iBuMA]6-PEG reached higher payload capacities and more favored release rates than the parent peptide-PEG conjugate. Interestingly, P[S-alt-RMA]n-PEG mimics the sensitivity of the peptide-PEG solubilizer well, where the exchange of Leu4 residue by Val and Ala significantly reduces the drug loading by 92%. A similar trend is found with P[S-alt-RMA]n-PEG as the exchange of iBu → iPr → Me reduces the payload capacity up to 78%.
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Affiliation(s)
- Sandra Arias
- Department of Chemistry, Laboratory for Organic Synthesis of Functional Systems, Humboldt-Universität zu Berlin, Brook-Taylor-Str. 2, D-12489 Berlin, Germany
| | - Eva Maron
- Department of Chemistry, Laboratory for Organic Synthesis of Functional Systems, Humboldt-Universität zu Berlin, Brook-Taylor-Str. 2, D-12489 Berlin, Germany
| | - Hans G Börner
- Department of Chemistry, Laboratory for Organic Synthesis of Functional Systems, Humboldt-Universität zu Berlin, Brook-Taylor-Str. 2, D-12489 Berlin, Germany
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6
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Yamashita H, Fujitani M, Shimizu K, Kanie K, Kato R, Honda H. Machine Learning-Based Amino Acid Substitution of Short Peptides: Acquisition of Peptides with Enhanced Inhibitory Activities against α-Amylase and α-Glucosidase. ACS Biomater Sci Eng 2020; 6:6117-6125. [DOI: 10.1021/acsbiomaterials.0c01010] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Haruki Yamashita
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya 464-8603, Japan
| | - Masaya Fujitani
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya 464-8601, Japan
| | - Kazunori Shimizu
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya 464-8603, Japan
| | - Kei Kanie
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya 464-8601, Japan
| | - Ryuji Kato
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya 464-8601, Japan
| | - Hiroyuki Honda
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya 464-8603, Japan
- Innovative Research Center for Preventive Medical Engineering, Nagoya University, Nagoya 464-8601, Japan
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7
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Vincent A, Fores JR, Tauziet E, Quévrain E, Dancs Á, Conte-Daban A, Bernard AS, Pelupessy P, Coulibaly K, Seksik P, Hureau C, Selmeczi K, Policar C, Delsuc N. An easy-to-implement combinatorial approach involving an activity-based assay for the discovery of a peptidyl copper complex mimicking superoxide dismutase. Chem Commun (Camb) 2020; 56:399-402. [DOI: 10.1039/c9cc07920c] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A strategy combining combinatorial chemistry and an activity-based screening leads to the development of a peptidyl catalytic drug that reduces the oxidative stress in cellular models.
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8
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Comment on 'Screening and identification of mimotopes of the major shrimp allergen tropomyosin using one-bead-one compound peptide libraries'. Cell Mol Immunol 2018; 16:522. [PMID: 30374146 DOI: 10.1038/s41423-018-0173-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Accepted: 09/27/2018] [Indexed: 11/08/2022] Open
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9
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Letter to the Editor. Curr Opin Chem Biol 2018; 42:186. [DOI: 10.1016/j.cbpa.2018.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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10
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Gregersen S, Vosch T, Jensen KJ. Peptide-Stabilized, Fluorescent Silver Nanoclusters: Solid-Phase Synthesis and Screening. Chemistry 2016; 22:18492-18500. [PMID: 27809363 DOI: 10.1002/chem.201603176] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2016] [Indexed: 12/24/2022]
Abstract
Few-atom silver nanoclusters (AgNCs) can exhibit strong fluorescence; however, they require ligands to prevent aggregation into larger nanoparticles. Fluorescent AgNCs in biopolymer scaffolds have so far mainly been synthesized in solution, and peptides have only found limited use compared to DNA. Herein, we demonstrate how solid-phase methods can increase throughput dramatically in peptide ligand screening and in initial evaluation of fluorescence intensity and chemical stability of peptide-stabilized AgNCs (P-AgNCs). 9-Fluorenylmethyloxycarbonyl (Fmoc) solid-phase peptide synthesis on a hydroxymethyl-benzoic acid (HMBA) polyethylene glycol polyacrylamide copolymer (PEGA) resin enabled on-resin screening and evaluation of a peptide library, leading to identification of novel peptide-stabilized, fluorescent AgNCs. Using systematic amino acid substitutions, we synthesized and screened a 144-member library. This allowed us to evaluate the effect of length, charge, and Cys content in peptides used as ligands for AgNC stabilization. The results of this study will enable future spectroscopic studies of these peptide-stabilized AgNCs for bioimaging and other applications.
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Affiliation(s)
- Simon Gregersen
- Department of Chemistry, University of Copenhagen, Thorvaldsensvej 40, 1871, Frederiksberg, Denmark
| | - Tom Vosch
- Department of Chemistry, University of Copenhagen, Universitetsparken 5, 2100, Copenhagen, Denmark
| | - Knud J Jensen
- Department of Chemistry, University of Copenhagen, Thorvaldsensvej 40, 1871, Frederiksberg, Denmark
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11
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Kume A, Kawai S, Kato R, Iwata S, Shimizu K, Honda H. Exploring high-affinity binding properties of octamer peptides by principal component analysis of tetramer peptides. J Biosci Bioeng 2016; 123:230-238. [PMID: 27618533 DOI: 10.1016/j.jbiosc.2016.08.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Revised: 07/25/2016] [Accepted: 08/17/2016] [Indexed: 11/24/2022]
Abstract
To investigate the binding properties of a peptide sequence, we conducted principal component analysis (PCA) of the physicochemical features of a tetramer peptide library comprised of 512 peptides, and the variables were reduced to two principal components. We selected IL-2 and IgG as model proteins and the binding affinity to these proteins was assayed using the 512 peptides mentioned above. PCA of binding affinity data showed that 16 and 18 variables were suitable for localizing IL-2 and IgG high-affinity binding peptides, respectively, into a restricted region of the PCA plot. We then investigated whether the binding affinity of octamer peptide libraries could be predicted using the identified region in the tetramer PCA. The results show that octamer high-affinity binding peptides were also concentrated in the tetramer high-affinity binding region of both IL-2 and IgG. The average fluorescence intensity of high-affinity binding peptides was 3.3- and 2.1-fold higher than that of low-affinity binding peptides for IL-2 and IgG, respectively. We conclude that PCA may be used to identify octamer peptides with high- or low-affinity binding properties from data from a tetramer peptide library.
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Affiliation(s)
- Akiko Kume
- Department of Biotechnology, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Shun Kawai
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Ryuji Kato
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Shinmei Iwata
- Department of Biotechnology, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Kazunori Shimizu
- Department of Biotechnology, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Hiroyuki Honda
- Department of Biotechnology, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan.
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12
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Parandoosh Z, Knowles SK, Xiao XY, Zhao C, David GS, Nova MP. Synthesis Coupled to Scintillation Proximity Affinity Screening. ACTA ACUST UNITED AC 2016. [DOI: 10.1177/108705719800300408] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The rapidly changing developments in genomics and combinatorial chemistry, generating new drug targets and large numbers of compounds, are beginning to push the limits of screening efficiently. Thus, there is a need for novel tools and strategies to improve high throughput screening. A novel approach is to couple synthesis and screening on a common platform, rather than to increase the rate at which traditional screening methods can be implemented. We have developed a proprietary grafted polymer with special fluorescence characteristics referred to as Electronically Encoded Fluorescence matriX (EFX™), which has the sturdiness and required functionality for direct chemical synthesis as well as suitable surface characteristics for measuring interactions in aqueous solution. This matrix is fabricated into a MicroTube reactor, and each tube is associated with an electronically encoded tag. The system follows a homogenous assay protocol and is based on the scintillation proximity principle. Using solid-phase chemistry, a variety of small molecules may be synthesized onto the EFX. A simple binding assay can be conducted by combining a collection of MicroTubes with any radiolabeled acceptor molecule. The MicroTubes that carry active compounds are selected based on the photon mission or fluorescence characteristics. We validated this approach by evaluating the interactions of biotin with radiolabeled streptavidin.
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Affiliation(s)
| | - Sue K. Knowles
- IRORI, 11149 North Torrey Pines Road, La Jolla, CA 92037-1031
| | - Xiao-Yi Xiao
- IRORI, 11149 North Torrey Pines Road, La Jolla, CA 92037-1031
| | - Chanfeng Zhao
- IRORI, 11149 North Torrey Pines Road, La Jolla, CA 92037-1031
| | - Gary S. David
- Impact Enterprises, 9477 Poole St., La Jolla, CA 92037
| | - Michael P. Nova
- IRORI, 11149 North Torrey Pines Road, La Jolla, CA 92037-1031
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13
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Evans DM, Herman LW. Identification of Peptide Ligands Specific for the Sugar-Binding Site of Concanavalin A by Screening a Synthetic Peptide Combinatorial Library. ACTA ACUST UNITED AC 2016. [DOI: 10.1177/108705719700200407] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
We describe a method, using an automated multiple-column chromatographic approach, for identifying a ligand from a peptide library (containing greater than 2.48 x 106 unique peptides) with specificity for the sugar-binding site of the lectin Concanavalin A. The method used an immobilized target to capture moieties from the library as the latter flowed through a chromatographic column. Due to the complexity of the initial library, it was not possible to select for individual peptide sequences with high affinity and specificity for the sugar binding site. However, identification of peptides which specifically bound to the target at this site was possible using subtractive pool sequencing of affinity captured material. The latter technique involved sequencing the peptides retained (after washing the column for a fixed time) in the presence and absence of an excess of the known ligand for the target, methyl a-D-mannopyranoside. Comparisons between the proportion of each amino acid at each sequencing cycle in the absence or presence of an excess of sugar resulted in a peptide sequence of enriched amino acids of the formula HxxSx (where x represents any one of the natural amino acids except cysteine). This sublibrary (containing-6859 individual peptides) was synthesized and rescreened. Two peptide sequences (HHRSY and HVVSV) were identified with relatively high affinity for the sugar-binding site of Concanavalin A. The described technique of solution-phase subtractive pool sequencing (Patent pending) can be employed for rapidly screening highly complex mixtures of peptides and obtaining information about the amino acids within the sequences that are essential for binding to a particular site on the target. This technique could also be applied to other combinatorial mixtures (e.g., PNAs, nucleic acids, or libraries composed of either non-natural or D-amino acids) where a defined number of discrete components are synthesized in a variety of permutations.
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Affiliation(s)
- David M. Evans
- PerSeptive Biosystems, 500 Old Connectict Path, Framingham, MA 01701 and Ares Advanced Technology, 280 Pond St., Randolph, MA 02368
| | - Lee W. Herman
- PerSeptive Biosystems, 500 Old Connectict Path, Framingham, MA 01701 and Millenium Pharmaceuticals, 1 Kendall Square, Building 300, Cambridge, MA 02139
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14
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Singh J, Lopes D, Gomika Udugamasooriya D. Development of a large peptoid-DOTA combinatorial library. Biopolymers 2016; 106:673-84. [PMID: 27257968 PMCID: PMC5035194 DOI: 10.1002/bip.22883] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Revised: 04/15/2016] [Accepted: 05/31/2016] [Indexed: 01/03/2023]
Abstract
Conventional one-bead one-compound (OBOC) library synthesis is typically used to identify molecules with therapeutic value. The design and synthesis of OBOC libraries that contain molecules with imaging or even potentially therapeutic and diagnostic capacities (e.g. theranostic agents) has been overlooked. The development of a therapeutically active molecule with a built-in imaging component for a certain target is a daunting task, and structure-based rational design might not be the best approach. We hypothesize to develop a combinatorial library with potentially therapeutic and imaging components fused together in each molecule. Such molecules in the library can be used to screen, identify, and validate as direct theranostic candidates against targets of interest. As the first step in achieving that aim, we developed an on-bead library of 153,600 Peptoid-DOTA compounds in which the peptoids are the target-recognizing and potentially therapeutic components and the DOTA is the imaging component. We attached the DOTA scaffold to TentaGel beads using one of the four arms of DOTA, and we built a diversified 6-mer peptoid library on the remaining three arms. We evaluated both the synthesis and the mass spectrometric sequencing capacities of the test compounds and of the final library. The compounds displayed unique ionization patterns including direct breakages of the DOTA scaffold into two units, allowing clear decoding of the sequences. Our approach provides a facile synthesis method for the complete on-bead development of large peptidomimetic-DOTA libraries for screening against biological targets for the identification of potential theranostic agents in the future. © 2016 The Authors. Biopolymers Published by Wiley Periodicals, Inc. Biopolymers (Pept Sci) 106: 673-684, 2016.
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Affiliation(s)
- Jaspal Singh
- Department of Pharmacological and Pharmaceutical Sciences, University of Houston, Houston, TX, 77204
| | - Daniel Lopes
- Advanced Imaging Research Center, UT-Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX, 75390
| | - D Gomika Udugamasooriya
- Department of Pharmacological and Pharmaceutical Sciences, University of Houston, Houston, TX, 77204.
- Department of Cancer Systems Imaging, MD Anderson Cancer Center, 1881 East Road, Houston, TX, 77030-4009.
- Advanced Imaging Research Center, UT-Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX, 75390.
- Department of Biochemistry, UT-Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX, 75390.
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15
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Perret G, Santambien P, Boschetti E. The quest for affinity chromatography ligands: are the molecular libraries the right source? J Sep Sci 2015; 38:2559-72. [DOI: 10.1002/jssc.201500285] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Revised: 04/26/2015] [Accepted: 05/10/2015] [Indexed: 12/15/2022]
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16
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The identification of high-affinity G protein-coupled receptor ligands from large combinatorial libraries using multicolor quantum dot-labeled cell-based screening. Future Med Chem 2015; 6:809-23. [PMID: 24941874 DOI: 10.4155/fmc.14.38] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
G protein-coupled receptors (GPCRs), which are involved in virtually every biological process, constitute the largest family of transmembrane receptors. Many top-selling and newly approved drugs target GPCRs. In this review, we aim to recapitulate efforts and progress in combinatorial library-assisted GPCR ligand discovery, particularly focusing on one-bead-one-compound library synthesis and quantum dot-labeled cell-based assays, which both effectively enhance the rapid identification of GPCR ligands with higher affinity and specificity.
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17
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Foster AD, Ingram JD, Leitch EK, Lennard KR, Osher EL, Tavassoli A. Methods for the Creation of Cyclic Peptide Libraries for Use in Lead Discovery. ACTA ACUST UNITED AC 2015; 20:563-76. [DOI: 10.1177/1087057114566803] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 12/11/2014] [Indexed: 12/23/2022]
Abstract
The identification of initial hits is a crucial stage in the drug discovery process. Although many projects adopt high-throughput screening of small-molecule libraries at this stage, there is significant potential for screening libraries of macromolecules created using chemical biology approaches. Not only can the production of the library be directly interfaced with a cell-based assay, but these libraries also require significantly fewer resources to generate and maintain. In this context, cyclic peptides are increasingly viewed as ideal scaffolds and have proven capability against challenging targets such as protein-protein interactions. Here we discuss a range of methods used for the creation of cyclic peptide libraries and detail examples of their successful implementation.
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Affiliation(s)
| | | | | | | | | | - Ali Tavassoli
- Chemistry, University of Southampton, Southampton, UK
- Cancer Sciences, University of Southampton, Southampton, UK
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18
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Abstract
A molecular peptide beacon was designed for fluorescence detection of IgG in a homogeneous assay.
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Affiliation(s)
- M. Okochi
- Department of Biotechnology
- Graduate School of Engineering
- Nagoya University
- Nagoya
- Japan
| | - T. Sugita
- Department of Biotechnology
- Graduate School of Engineering
- Nagoya University
- Nagoya
- Japan
| | - M. Tanaka
- Department of Chemical Engineering
- Graduate School of Science and Engineering
- Tokyo Institute of Technology
- Tokyo 152-8552
- Japan
| | - H. Honda
- Department of Biotechnology
- Graduate School of Engineering
- Nagoya University
- Nagoya
- Japan
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19
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Sugita T, Okochi M, Honda H. Design of Quenching Peptide Probes Incorporating Tryptophan for Rapid IgG Detection. CHEM LETT 2014. [DOI: 10.1246/cl.131136] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Tomoya Sugita
- Department of Biotechnology, Graduate School of Engineering, Nagoya University
| | - Mina Okochi
- Department of Biotechnology, Graduate School of Engineering, Nagoya University
| | - Hiroyuki Honda
- Department of Biotechnology, Graduate School of Engineering, Nagoya University
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20
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Abstract
The chemical synthesis of peptides or small proteins is often an important step in many research projects and has stimulated the development of numerous chemical methodologies. The aim of this review is to give a substantial overview of the solid phase methods developed for the production or purification of polypeptides. The solid phase peptide synthesis (SPPS) technique has facilitated considerably the access to short peptides (<50 amino acids). However, its limitations for producing large homogeneous peptides have stimulated the development of solid phase covalent or non-covalent capture purification methods. The power of the native chemical ligation (NCL) reaction for protein synthesis in aqueous solution has also been adapted to the solid phase by the combination of novel linker technologies, cysteine protection strategies and thioester or N,S-acyl shift thioester surrogate chemistries. This review details pioneering studies and the most recent publications related to the solid phase chemical synthesis of large peptides and proteins.
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21
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Boschetti E, Righetti P. Mixed Beds. ADVANCES IN CHROMATOGRAPHY 2012. [DOI: 10.1201/b11636-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Weidemann T, Seifert JM, Hintersteiner M, Auer M. Analysis of Protein−Small Molecule Interactions by Microscale Equilibrium Dialysis and Its Application As a Secondary Confirmation Method for on-Bead Screening. ACTA ACUST UNITED AC 2010; 12:647-54. [DOI: 10.1021/cc100057e] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Thomas Weidemann
- School of Biological Sciences, University of Edinburgh, The King’s Buildings, CH Waddington Building 3.07, Mayfield Road, Edinburgh EH9 3JD, U.K., BIOTEC/Biophysics, Technische Universität Dresden, Tatzberg 47-51, 01307 Dresden, Germany, and Marinomed Biotechnology GmbH, Veterinärplatz 1, 1210 Vienna, Austria
| | - Jan-Marcus Seifert
- School of Biological Sciences, University of Edinburgh, The King’s Buildings, CH Waddington Building 3.07, Mayfield Road, Edinburgh EH9 3JD, U.K., BIOTEC/Biophysics, Technische Universität Dresden, Tatzberg 47-51, 01307 Dresden, Germany, and Marinomed Biotechnology GmbH, Veterinärplatz 1, 1210 Vienna, Austria
| | - Martin Hintersteiner
- School of Biological Sciences, University of Edinburgh, The King’s Buildings, CH Waddington Building 3.07, Mayfield Road, Edinburgh EH9 3JD, U.K., BIOTEC/Biophysics, Technische Universität Dresden, Tatzberg 47-51, 01307 Dresden, Germany, and Marinomed Biotechnology GmbH, Veterinärplatz 1, 1210 Vienna, Austria
| | - Manfred Auer
- School of Biological Sciences, University of Edinburgh, The King’s Buildings, CH Waddington Building 3.07, Mayfield Road, Edinburgh EH9 3JD, U.K., BIOTEC/Biophysics, Technische Universität Dresden, Tatzberg 47-51, 01307 Dresden, Germany, and Marinomed Biotechnology GmbH, Veterinärplatz 1, 1210 Vienna, Austria
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Abstract
Identification of antibody binding peptides may be based on the primary structure of the protein antigens used to raise the antibodies (knowledge- or sequence-based approach). This involves scanning the entire sequence of the antigen with overlapping peptides (peptide scan), which are then probed for binding to the respective antibody. If a natural protein binding partner is not known, one has to use combinatorial synthetic libraries with peptide mixtures, randomly generated chemically synthesized libraries of single individual sequences, or biologically produced libraries (e.g., phage display libraries, see Chapter "Epitope Mapping Using Phage Display Peptide Libraries"). This chapter describes chemically synthesized combinatorial, as well as randomly generated peptide libraries, collectively called de novo approaches, and their application for antibody epitope mapping.
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Combinatorial libraries of peptide dendrimers: design, synthesis, on-bead high-throughput screening, bead decoding and characterization. Nat Protoc 2009; 4:132-42. [PMID: 19180085 DOI: 10.1038/nprot.2008.241] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Dendrimers are branched synthetic macromolecules. This protocol describes the synthesis (1-2 weeks), functional screening (1.5 d) and decoding (2 d) of 'one-bead-one-compound' combinatorial libraries of dendrimers assembled from amino-acid building blocks by 'split-and-mix' solid phase peptide synthesis. The method resembles that for synthesizing linear peptides, except that a branching diamino acid is used at every third position to obtain the dendritic structure. Structural diversification by splitting is restricted to four amino acids per variable position, yielding libraries of approximately 60,000 sequences. In such libraries, the sequence of a dendrimer can be deduced uniquely from an amino-acid analysis of the solid support bead. This analysis is more reliable, faster and far less costly than Edman sequencing such that decoding multiple beads is affordable. The method is exemplified for the identification of catalytic peptide dendrimers catalyzing the hydrolysis of acyloxypyrene-trisulfonates with substrate binding (K(M) = 10-300 microM) and rate accelerations up to k(cat)/k(uncat) = 10(4) in aqueous buffer.
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26
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Identification of novel peptide ligands for the cancer-specific receptor mutation EFGRvIII using a mixture-based synthetic combinatorial library. Biopolymers 2009; 91:201-6. [DOI: 10.1002/bip.21117] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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27
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Pastor JJ, Granados G, Carulla N, Rabanal F, Giralt E. Redesign of Protein Domains Using One-Bead-One-Compound Combinatorial Chemistry. J Am Chem Soc 2007; 129:14922-32. [DOI: 10.1021/ja073969x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Jose J. Pastor
- Contribution from the Institute for Biomedical Research, Barcelona Science Park, 08028 Barcelona, Spain, and Department of Organic Chemistry, University of Barcelona, 08028 Barcelona Spain
| | - Giovanna Granados
- Contribution from the Institute for Biomedical Research, Barcelona Science Park, 08028 Barcelona, Spain, and Department of Organic Chemistry, University of Barcelona, 08028 Barcelona Spain
| | - Natàlia Carulla
- Contribution from the Institute for Biomedical Research, Barcelona Science Park, 08028 Barcelona, Spain, and Department of Organic Chemistry, University of Barcelona, 08028 Barcelona Spain
| | - Francesc Rabanal
- Contribution from the Institute for Biomedical Research, Barcelona Science Park, 08028 Barcelona, Spain, and Department of Organic Chemistry, University of Barcelona, 08028 Barcelona Spain
| | - Ernest Giralt
- Contribution from the Institute for Biomedical Research, Barcelona Science Park, 08028 Barcelona, Spain, and Department of Organic Chemistry, University of Barcelona, 08028 Barcelona Spain
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Alves FM, Hirata IY, Gouvea IE, Alves MFM, Meldal M, Brömme D, Juliano L, Juliano MA. Controlled peptide solvation in portion-mixing libraries of FRET peptides: improved specificity determination for Dengue 2 virus NS2B-NS3 protease and human cathepsin S. ACTA ACUST UNITED AC 2007; 9:627-34. [PMID: 17563123 DOI: 10.1021/cc070042k] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The solubility of peptides in aqueous buffers used for the enzyme assays is a common limitation for all peptide libraries. In principle, the more water-soluble peptides are, the more susceptible they will be to peptidase hydrolysis. We have demonstrated that this bias can be circumvented in a portion-mixing fluorescence resonance energy transfer (FRET) peptide library by introducing k (lysine in the D-form) in both termini of the peptides. This more solvated library and another one without the k were assayed using trypsin and chymotrypsin as standard peptidases with high selectivity for R and K and for hydrophobic F and Y, respectively. Significantly improved consistency of the information on substrate profiles was obtained from the solvated library. The influence of improved solvation on substrate specificity determination was successfully demonstrated by the difference in specificity observed between the two libraries employing the human cathepsin S (accepts acidic, basic, or neutral amino acids at P1 position) and Dengue 2 virus NS2B-NS3 protease (high specificity to the pair of basic amino acids K-R, R-R, or Q-R/K at P2-P1 positions). In conclusion, hydration of the peptides has a major influence on protease processing, and this bias can be reduced in bound peptide libraries, improving reliability.
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Affiliation(s)
- Fabiana M Alves
- Department of Biophysics, Escola Paulista de Medicina, UNIFESP, Rua Três de Maio, 100, São Paulo 04044-020, Brazil
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30
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Marani MM, Paradís-Bas M, Tulla-Puche J, Côté S, Camperi SA, Cascone O, Albericio F. From the One-Bead-One-Compound Concept to One-Bead-One-Reactor. ACTA ACUST UNITED AC 2007; 9:395-8. [PMID: 17397228 DOI: 10.1021/cc070012h] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The one-bead-one-compound method gives access to millions of compounds that can be screened directly on the bead. Although characterization techniques are increasingly potent and reliable, problems can still be encountered in deciphering the sequence of the active compound because of sensitiveness or manipulation of the bead. ChemMatrix, a totally PEG-based resin, has resolved the synthesis of peptides of outstanding difficulty. Like other PEG-based resins, it permits on-bead screening because of its compatibility in aqueous media and has the further advantage of having a high loading, comparable to polystyrene resins. ChemMatrix beads previously swelled in water can be nicely divided into four parts that can be characterized using different analytical techniques or just stored for safety or for further testing. The four bead parts show high homogeneity and can thus be considered to be replicas.
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Affiliation(s)
- Mariela M Marani
- Institute for Research in Biomedicine, Barcelona Science Park, Josep Samitier 1-5, 08028-Barcelona, Spain
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31
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Robins LI, Dixon SM, Wilson DK, Kurth MJ. On-bead combinatorial techniques for the identification of selective aldose reductase inhibitors. Bioorg Med Chem 2006; 14:7728-35. [PMID: 16931029 DOI: 10.1016/j.bmc.2006.08.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2006] [Revised: 08/04/2006] [Accepted: 08/08/2006] [Indexed: 10/24/2022]
Abstract
Aldose reductase (AKR1B1; ALR2; E.C. 1.1.1.21) is an NADPH-dependent carbonyl reductase which has long been associated with complications resulting from the elevated blood glucose often found in diabetics. The development of effective inhibitors has been plagued by lack of specificity which has led to side effects in clinical trials. To address this problem, a library of bead-immobilized compounds was screened against fluorescently labeled aldose reductase in the presence of fluorescently labeled aldehyde reductase, a non-target enzyme, to identify compounds which were aldose reductase specific. Picked beads were decoded via novel bifunctional bead mass spec-based techniques and kinetic analysis of the ten inhibitors which were identified using this protocol yielded IC50 values in the micromolar range. Most importantly, all of these compounds showed a preference for aldose reductase with selectivities as high as approximately 7500-fold. The most potent of these exhibited uncompetitive inhibition versus the carbonyl-containing substrate D/L-glyceraldehyde with a Ki of 1.16 microM.
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Affiliation(s)
- Lori I Robins
- Department of Chemistry, University of California, One Shields Avenue, Davis, CA 95616, USA
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32
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Dixon SM, Li P, Liu R, Wolosker H, Lam KS, Kurth MJ, Toney MD. Slow-binding human serine racemase inhibitors from high-throughput screening of combinatorial libraries. J Med Chem 2006; 49:2388-97. [PMID: 16610782 DOI: 10.1021/jm050701c] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
One-bead one-compound combinatorial chemistry together with a high-throughput screen based on fluorescently labeled enzyme allowed the identification of slow binding inhibitors of human serine racemase (hSR). A peptide library of topographically segregated encoded resin beads was synthesized, and several hSR-binding compounds were isolated, identified, and resynthesized for further kinetic study. Of these, several showed inhibitory effects with moderate potency (high micromolar K(I)s) toward hSR. A clear structural motif was identified consisting of 3-phenylpropionic acid and histidine moieties. Importantly, the inhibitors identified showed no structural similarities to the natural substrate, L-serine. Detailed kinetic analyses of the properties of selected inhibitors show that the screening protocol used here selectively identifies slow binding inhibitors. They provide a pharmacophore for the future isolation of more potent ligands that may prove useful in probing and understanding the biological role of hSR.
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Affiliation(s)
- Seth M Dixon
- Department of Chemistry, University of California, One Shields Avenue, Davis, CA 95616, USA
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33
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Paulick MG, Hart KM, Brinner KM, Tjandra M, Charych DH, Zuckermann RN. Cleavable Hydrophilic Linker for One-Bead-One-Compound Sequencing of Oligomer Libraries by Tandem Mass Spectrometry. ACTA ACUST UNITED AC 2006; 8:417-26. [PMID: 16677012 DOI: 10.1021/cc0501460] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We have developed a method for the rapid and unambiguous identification of sequences of hit compounds from one-bead-one-compound combinatorial libraries of peptide and peptoid ligands. The approach uses a cleavable linker that is hydrophilic to help reduce nonspecific binding to biological samples and allows for the attachment of a halogen tag, which greatly facilitates post-screening sequencing by tandem mass spectrometry (MS/MS). The linker is based on a tartaric acid unit, which, upon cleavage from resin, generates a C-terminal aldehyde. This aldehyde can then be derivatized with a bromine-containing amino-oxy compound that serves as an isotope tag for subsequent MS/MS analysis of y-ion fragments. We have applied this linker and method to the syntheses of a number of peptoids that vary in sequence and length and have also demonstrated single-bead sequencing of a peptoid pentamer. The linker is also shown to have very low levels of nonspecific binding to proteins.
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34
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Yao NH, He WY, Lam KS, Liu G. Conformational Studies of Resin-Bound Vancomycin and the Complex of Vancomycin and Ac2-l-Lys-d-Ala-d-Ala. ACTA ACUST UNITED AC 2004; 7:123-9. [PMID: 15638491 DOI: 10.1021/cc0498783] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The molecular target of vancomycin, a commonly used glycopeptide antibiotic, is the D-Ala-D-Ala dipeptide subunit on the bacterial cell wall. The molecular basis of interaction between vancomycin and D-Ala-D-Ala in solution is well-known. However, there is no structural data on vancomycin, and its interaction with D-Ala-D-Ala when the drug is tethered to a solid support. In this Article, vancomycin was directly coupled onto TentaGel or PEGA resin through its C terminus. High-resolution magic angle spinning NMR studies indicated that conformation of PEGA bead-bound vancomycin is identical to that of the free drug. Broadening and shifts of the same proton resonances were observed in solution-phase vancomycin or PEGA-bound vancomycin when complexed with Ac(2)-L-Lys-D-Ala-D-Ala. This study demonstrates that bead-bound molecules can behave the same as solution-phase molecules in terms of molecular interaction with its target molecule, thus validating the on-bead screening approach of the "one-bead-one-compound" combinatorial library method.
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Affiliation(s)
- Nian-Huan Yao
- Chinese Academy of Medical Sciences & Peking Union Medical College, Institute of Materia Medica, 1 Xian Nong Tan Street, Beijing 100050, P. R. China
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35
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Kappel JC, Yokum TS, Barany G. Parallel Solid-Phase Syntheses of 1,3,4-Thiadiazolium-2-Aminides. ACTA ACUST UNITED AC 2004; 6:746-52. [PMID: 15360209 DOI: 10.1021/cc049973b] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
An efficient and advantageous solid-phase strategy has been developed to synthesize 1,3,4-thiadiazolium-2-aminides. The title compounds were prepared in parallel fashion according to the following compact route: (i) anchoring of aromatic aldehydes to the solid support; (ii) solution preparation of 1,4-disubstituted thiosemicarbazides from hydrazines plus isothiocyanates; (iii) trimethylsilyl chloride-promoted cyclization between the resin-bound aldehydes and 1,4-disubstituted thiosemicarbazides; and (iv) removal of the products from the solid support by acid treatment. The products (17 made in all) were cleaved with high initial purities (90-98%) and obtained in generally good isolated yields (53-94%, with one exception).
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Affiliation(s)
- Joseph C Kappel
- Department of Chemistry, University of Minnesota, 207 Pleasant Street S.E., Minneapolis, Minnesota 55455, USA
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36
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Olivos HJ, Bachhawat-Sikder K, Kodadek T. Quantum dots as a visual aid for screening bead-bound combinatorial libraries. Chembiochem 2004; 4:1242-5. [PMID: 14613120 DOI: 10.1002/cbic.200300712] [Citation(s) in RCA: 57] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Hernando J Olivos
- Center for Biomedical Inventions, Department of Internal Medicine, University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390-8573, USA
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37
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Troitskaya LA, Kodadek T. Peptides as modulators of enzymes and regulatory proteins. Methods 2004; 32:406-15. [PMID: 15003603 DOI: 10.1016/j.ymeth.2003.10.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/06/2003] [Indexed: 11/18/2022] Open
Abstract
There is currently great interest in the development of methods to modulate the function of diverse classes of target proteins with chemicals (agonists or antagonists). These would be valuable reagents for biomedical research and some might serve as potential drug leads. Traditionally, most chemicals that modulate protein function have been enzyme inhibitors isolated in functional screens specific for the enzyme of interest. However, recent efforts from many laboratories have suggested that relatively simple binding assays may provide a more convenient and general route to chemical modulators. We review here this work with a particular emphasis on peptide modulators.
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Affiliation(s)
- Larisa A Troitskaya
- Department of Internal Medicine and Molecular Biology, Center for Biomedical Inventions, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8573, USA
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38
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Fenniri H, Chun S, Ding L, Zyrianov Y, Hallenga K. Preparation, physical properties, on-bead binding assay and spectroscopic reliability of 25 barcoded polystyrene-poly(ethylene glycol) graft copolymers. J Am Chem Soc 2003; 125:10546-60. [PMID: 12940737 DOI: 10.1021/ja035665q] [Citation(s) in RCA: 61] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Here we describe the preparation of 25 beaded polystyrene-poly(ethylene glycol) graft copolymers from six spectroscopically active styrene monomers: styrene, 2,5-dimethylstyrene, 4-methylstyrene, 2,4-dimethylstyrene, 4-tert-butylstyrene, and 3-methylstyrene. These polymers were thoroughly characterized by Raman, infrared, and (1)H/(13)C NMR spectroscopies, and differential scanning calorimetry. Determination of the swelling properties, peptide synthesis, and on-bead streptavidin-alkaline phosphatase (SAP) binding assay further established that their physical and chemical properties where not significantly altered by the diversity of their encoded polystyrene core. Each of the 25 resins displayed a unique Raman and infrared vibrational fingerprint, which was converted into a "spectroscopic barcode". The position of each bar matches the peak wavenumber in the corresponding spectrum but is independent of its intensity. From this simplified representation similarity maps comparing 35 000 resin pairs were generated to establish the spectroscopic barcoding as a reliable encoding methodology. In effect, in 99% of the cases, the highest similarity coefficients were obtained for resin pairs prepared from the same styrene derivatives even after SAP binding assay. We have also shown that a small but unique combination of a resin's vibrations (30-40%) is sufficient for its identification. However, in rare cases where a resin's vibrational signature has been severely compromised, both the Raman and infrared barcodes were synergistically and reliably utilized to unequivocally identify its chemical make up.
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Affiliation(s)
- Hicham Fenniri
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907-2084, USA.
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39
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Woiwode TF, Haggerty JE, Katz R, Gallop MA, Barrett RW, Dower WJ, Cwirla SE. Synthetic Compound Libraries Displayed on the Surface of Encoded Bacteriophage. ACTA ACUST UNITED AC 2003; 10:847-58. [PMID: 14522055 DOI: 10.1016/j.chembiol.2003.08.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
We describe a technology for attaching libraries of synthetic compounds to coat proteins of bacteriophage particles such that the identity of the chemical structure is encoded in the genome of the phage, analogous to peptides displayed on phage surfaces by conventional phage-display techniques. This format allows a library of synthetic compounds to be screened very efficiently as a single pool. Encoded phage serve as extremely robust reporters of the presence of each compound, providing exquisite sensitivity for identification of active compounds engaged in complex biological processes such as receptor-mediated endocytosis and transcytosis. To evaluate this approach, we constructed a library of 980 analogs of folic acid displayed on T7 phage, and demonstrated rapid identification of compounds that bind to folate receptor and direct endocytosis of associated phage particles into cells that express the targeted receptor.
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Affiliation(s)
- Thomas F Woiwode
- XenoPort, Inc., 3410 Central Expressway, Santa Clara, CA 95051, USA
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40
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Labrou NE. Design and selection of ligands for affinity chromatography. J Chromatogr B Analyt Technol Biomed Life Sci 2003; 790:67-78. [PMID: 12767321 DOI: 10.1016/s1570-0232(03)00098-9] [Citation(s) in RCA: 100] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Affinity chromatography is potentially the most selective method for protein purification. The technique has the purification power to eliminate steps, increase yields and thereby improve process economics. However, it suffers from problems regarding ligand stability and cost. Some of the most recent advances in this area have explored the power of rational and combinatorial approaches for designing highly selective and stable synthetic affinity ligands. Rational molecular design techniques, which are based on the ability to combine knowledge of protein structures with defined chemical synthesis and advanced computational tools, have made rational ligand design feasible and faster. Combinatorial approaches based on peptide and nucleic acid libraries have permitted the rapid synthesis of new synthetic affinity ligands of potential use in affinity chromatography. The versatility of these approaches suggests that, in the near future, they will become the dominant methods for designing and selection of novel affinity ligands with scale-up potential.
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Affiliation(s)
- N E Labrou
- Laboratory of Enzyme Technology, Department of Agricultural Biotechnology, Agricultural University of Athens, 75 Iera Odos Street, GR-11855, Athens, Greece.
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41
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Pflegerl K, Podgornik A, Berger E, Jungbauer A. Screening for peptide affinity ligands on CIM monoliths. Biotechnol Bioeng 2002; 79:733-40. [PMID: 12209796 DOI: 10.1002/bit.10330] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Screening of peptide ligands for affinity chromatography usually involves incubation with the target protein in a batch system. In an additional step, peptides with fast binding kinetics have to be selected in respect to satisfactory performance under flow conditions on a support ensuring optimal three-dimensional presentation of the peptide. We have developed a rapid screening system based on peptide synthesis and screening on CIM((R)) disks. The disk size was minimized to fit into microplates usually applied for solid-phase extraction. In combination with a vacuum manifold, semi-automated peptide synthesis and screening for binding to a target protein under simulated chromatography conditions are possible. Various analytical methods can be applied for parallel and automated determination of the quantity, integrity, or activity of the target protein in the flow through or bound to the affinity support. This system also allows parallel screening for suitable chromatographic conditions like running buffer, washing, and elution conditions.
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Affiliation(s)
- K Pflegerl
- Institute of Applied Microbiology, University of Agricultural Sciences, Muthgasse 18, Vienna, Austria
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42
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Reineke U, Ivascu C, Schlief M, Landgraf C, Gericke S, Zahn G, Herzel H, Volkmer-Engert R, Schneider-Mergener J. Identification of distinct antibody epitopes and mimotopes from a peptide array of 5520 randomly generated sequences. J Immunol Methods 2002; 267:37-51. [PMID: 12135799 DOI: 10.1016/s0022-1759(02)00139-4] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
We used a relatively small library of 5520 randomly generated single 15-mer peptides prepared by SPOT synthesis as an array of 28.5x19.0 cm to identify epitopes for three distinct monoclonal antibodies, namely anti-p24 (human immunodeficiency virus (HIV)-1) monoclonal anibody (mab) CB4-1, anti-interleukin-10 (IL-10) mab CB/RS/13, and anti-transforming growth factor alpha (TGFalpha) mab Tab2. Initially identified peptide ligands mostly had very low affinities for the antibodies with dissociation constants around 10(-4) M. Subsequent identification of residues critical for the antibody interactions involved complete L-amino acid substitutional analyses. Several substitutions resulted in analogs with dissociation constants in the low micromolar and high nanomolar range. Specifically binding peptides with key residue patterns matching the wild-type epitopes were identified for all three antibodies. In addition, for antibody CB4-1 mimotopes that showed no homology to the known epitope were selected. Our results suggest that a very limited library diversity, although far from covering the entire sequence repertoire, can suffice to rapidly and economically select peptidic antibody epitopes and mimotopes.
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Kukis DL, Novak-Hofer I, DeNardo SJ. Cleavable linkers to enhance selectivity of antibody-targeted therapy of cancer. Cancer Biother Radiopharm 2001; 16:457-67. [PMID: 11789023 DOI: 10.1089/10849780152752065] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Radioimmunotherapy of cancer utilizes anti-tumor antibodies or antibody fragments conjugated to radionuclides to deliver radiation selectively to tumors. However, radiolabeled proteins deposit radioactivity in normal organs that metabolize or conserve proteins and peptides, primarily liver and kidneys. To accelerate the clearance of radioactivity from normal tissues, linkers between the antibody or antibody fragment and the radioactive moiety have been designed for cleavage in the liver and kidneys, to liberate low molecular weight radioactive species for rapid excretion. Modest success in improving the tumor-to-liver and tumor-to-kidney radiation dose ratios have been achieved in preclinical studies. Such changes when taken to clinical studies have suggested useful impact on therapeutic work. Recent advances in the development of cleavable linkers are described.
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Affiliation(s)
- D L Kukis
- Department of Internal Medicine, University of California Davis Medical Center, Sacramento, CA, USA.
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44
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Self-consistent field study of copolymer adsorption at planar chemically ‘rough’ surfaces: an interplay between the substrate chemical pattern and copolymer sequence distribution. Adv Colloid Interface Sci 2001. [DOI: 10.1016/s0001-8686(01)00057-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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45
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Yeh RH, Lee TR, Lawrence DS. From consensus sequence peptide to high affinity ligand, a "library scan" strategy. J Biol Chem 2001; 276:12235-40. [PMID: 11278862 DOI: 10.1074/jbc.m011232200] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
A wide variety of proteins have been shown to recognize and bind to specific amino acid sequences on other proteins. These sequences can be readily identified using combinatorial peptide libraries. However, peptides containing these preferred sequences ("consensus sequence peptides") typically display only modest affinities for the consensus sequence-binding site on the intact protein. In this report, we describe a parallel synthesis strategy that transforms consensus sequence peptides into high affinity ligands. The work described herein has focused on the Lck SH2 domain, which binds the consensus peptide acetyl-Tyr(P)-Glu-Glu-Ile-amide with a K(D) of 1.3 micrometer. We employed a strategy that creates a series of spatially focused libraries that challenge specific subsites on the target protein with a diverse array of functionality. The final lead compound identified in this study displayed a 3300-fold higher affinity for the Lck SH2 domain than the starting consensus sequence peptide.
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Affiliation(s)
- R H Yeh
- Department of Biochemistry, Albert Einstein College of Medicine of Yeshiva University, Bronx, New York 10461-1602, USA
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Abstract
The screening of compound arrays in in vitro bioassays has developed into a powerful tool for the identification of biologically active substances. In the past decade, this technology has increasingly been applied to immunology. As the specificity of the immune system is determined by antigen detection via receptors on B and T cells, targeting the specificity of these immune receptors with random arrays is unique in its ability to generate general and quantitative information on cellular (cross-)reactivity. Synthetic array studies have been useful for identification of epitopes and antigens from databases by defining recognition patterns, isolation of synthetic peptides capable of modulating T cell responsiveness, characterisation of TCR promiscuity, and identification of functionally cross-reacting peptides that are potentially involved in molecular mimicry.
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Affiliation(s)
- H S Hiemstra
- Department of Immunohematology and Blood Bank, Leiden University Medical Center, PO Box 9600, RC Leiden, 2300, The Netherlands
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48
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Boutin JA, Lahaye C, Pegurier C, Nicolas JP, Fauchere JL, Langlois M, Renard P, Delagrange P, Canet E. Screening of ligand binding on melatonin receptor using non-peptide combinatorial libraries. J Recept Signal Transduct Res 2000; 20:105-18. [PMID: 10711500 DOI: 10.3109/10799890009150040] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The screening of combinatorial libraries requires a deconvolution procedure to obtain, in fine, the most active compound of the starting library. The standard screening assays used in regular molecular pharmacology, have been poorly assessed when transposed to combinatorial chemistry-related experiments, particularly those involving large numbers of chemicals in a single assay. One key issue is the effect of the inactive analogs on the identification of the active ligand in mixtures. We chose melatonin receptors to measure the apparent affinity of a single ligand when tested alone or in mixtures of non-peptide low molecular weight compounds. Using ligands with IC50 from the micro- to the picomolar range, mixed with increasingly complex mixtures of 5 to 20 or 25 inactive compounds, we analyzed the displacements from the mt1 and MT2 melatonin receptor subtypes of the radioligand 2-iodomelatonin (KD= 25 pmol/l and 200 pmol/l, respectively) . The behavior of equimolar mixtures in displacement curves led to the conclusion that the observed binding affinity reflects the dilution effect of mixing the active component with inactive compounds but does not reveal noticeable interactions which would interfere with the binding process. From the practical point of view, the concentrations of the active species in the binding assay should be large enough to displace significantly the radioligand, a requirement which may be limited by the solubility of the ligand mixtures. In contrast, previous observations with peptide libraries report that the dilution effect is often compensated by additive or synergic action of structurally related analogs, thus making possible the deconvolution of very large (typically up to 10(7) compounds) peptide libraries.
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Affiliation(s)
- J A Boutin
- Division de Pharmacologie Moléculaire et Cellulaire, Institut de Recherches SERVIER, Croissy-sur-Seine, France
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Cohen B, Skiena S. Efficient split synthesis for targeted libraries. JOURNAL OF COMBINATORIAL CHEMISTRY 2000; 2:10-8. [PMID: 10750484 DOI: 10.1021/cc990028a] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We propose a new approach for fabricating more sophisticated combinatorial chemistry libraries via split synthesis and evaluate its potential through extensive simulation. Our algorithmically intensive method promises to reduce the time and materials costs of synthesizing libraries which are (1) too large to synthesize economically by sequential or parallel synthesis, (2) too long or irregular for conventional split synthesis generation techniques, and (3) not used in sufficient quantity to justify the setup costs of array makers. It also encourages the design of more focused and interesting libraries than are typically constructed using split synthesis. Our algorithms automate the design of efficient synthesis procedures for motif-based libraries which are too complex to design by hand. Our software allows the user to select the most desirable tradeoff between minimizing the number of steps in the synthesis process and containing the combinatorial explosion of the number of compounds synthesized.
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Affiliation(s)
- B Cohen
- Department of Computer Science, State University of New York at Stony Brook 11794-4400, USA
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Broadbridge RJ, Sharma RP. p56lck SH2 domain binding motifs from bead binding screening of peptide libraries containing phosphotyrosine surrogates. Int J Pept Res Ther 1999. [DOI: 10.1007/bf02443429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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