1
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Howell SM, Fiacco SV, Takahashi TT, Jalali-Yazdi F, Millward SW, Hu B, Wang P, Roberts RW. Serum stable natural peptides designed by mRNA display. Sci Rep 2014; 4:6008. [PMID: 25234472 PMCID: PMC4168267 DOI: 10.1038/srep06008] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 07/15/2014] [Indexed: 01/08/2023] Open
Abstract
Peptides constructed with the 20 natural amino acids are generally considered to have little therapeutic potential because they are unstable in the presence of proteases and peptidases. However, proteolysis cleavage can be idiosyncratic, and it is possible that natural analogues of functional sequences exist that are highly resistant to cleavage. Here, we explored this idea in the context of peptides that bind to the signaling protein Gαi1. To do this, we used a two-step in vitro selection process to simultaneously select for protease resistance while retaining function–first by degrading the starting library with protease (chymotrypsin), followed by positive selection for binding via mRNA display. Starting from a pool of functional sequences, these experiments revealed peptides with 100–400 fold increases in protease resistance compared to the parental library. Surprisingly, selection for chymotrypsin resistance also resulted in similarly improved stability in human serum (~100 fold). Mechanistically, the decreases in cleavage results from both a lower rate of cleavage (kcat) and a weaker interaction with the protease (Km). Overall, our results demonstrate that the hydrolytic stability of functional, natural peptide sequences can be improved by two orders of magnitude simply by optimizing the primary sequence.
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Affiliation(s)
- Shannon M Howell
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Stephen V Fiacco
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Terry T Takahashi
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Farzad Jalali-Yazdi
- Mork Family Department of Chemical Engineering and Materials Science, Viterbi School of Engineering, University of Southern California, Los Angeles CA, 90089-1211
| | - Steven W Millward
- Department of Cancer Systems Imaging, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Biliang Hu
- Mork Family Department of Chemical Engineering and Materials Science, Viterbi School of Engineering, University of Southern California, Los Angeles CA, 90089-1211
| | - Pin Wang
- Mork Family Department of Chemical Engineering and Materials Science, Viterbi School of Engineering, University of Southern California, Los Angeles CA, 90089-1211
| | - Richard W Roberts
- 1] Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States [2] Mork Family Department of Chemical Engineering and Materials Science, Viterbi School of Engineering, University of Southern California, Los Angeles CA, 90089-1211
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2
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Bae GH, Lee HY, Jung YS, Shim JW, Kim SD, Baek SH, Kwon JY, Park JS, Bae YS. Identification of novel peptides that stimulate human neutrophils. Exp Mol Med 2012; 44:130-7. [PMID: 22089089 PMCID: PMC3296809 DOI: 10.3858/emm.2012.44.2.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Neutrophils play a key role in innate immunity, and the identification of new stimuli that stimulate neutrophil activity is a very important issue. In this study, we identified three novel peptides by screening a synthetic hexapeptide combinatorial library. The identified peptides GMMWAI, MMHWAM, and MMHWFM caused an increase in intracellular Ca2+ in a concentration-dependent manner via phospholipase C activity in human neutrophils. The three peptides acted specifically on neutrophils and monocytes and not on other non-leukocytic cells. As a physiological characteristic of the peptides, we observed that the three peptides induced chemotactic migration of neutrophils as well as stimulated superoxide anion production. Studying receptor specificity, we observed that two of the peptides (GMMWAI and MMHWFM) acted on formyl peptide receptor (FPR)1 while the other peptide (MMHWAM) acted on FPR2. Since the three novel peptides were specific agonists for FPR1 or FPR2, they might be useful tools to study FPR1- or FPR2-mediated immune response and signaling.
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Affiliation(s)
- Geon Ho Bae
- Department of Biological Sciences, Sungkyunkwan University, Suwon 440-746, Korea
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3
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Shin MK, Kim HG, Kim KL. A novel trimeric peptide, Neuropep-1-stimulating brain-derived neurotrophic factor expression in rat brain improves spatial learning and memory as measured by the Y-maze and Morris water maze. J Neurochem 2010; 116:205-16. [DOI: 10.1111/j.1471-4159.2010.07078.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
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4
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Sureshbabu VV, Hemantha HP. Efficient Synthesis of N-Fmoc-Aminoalkoxy Pentafluorophenyl Carbonates: Application for the Synthesis of Oligopeptidyl Carbamates. SYNTHETIC COMMUN 2009. [DOI: 10.1080/00397910902790378] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Vommina V. Sureshbabu
- a Peptide Research Laboratory, Department of Studies in Chemistry , Central College Campus, Bangalore University , Bangalore, India
| | - H. P. Hemantha
- a Peptide Research Laboratory, Department of Studies in Chemistry , Central College Campus, Bangalore University , Bangalore, India
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5
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Leinonen, P. Wu, U.H. Stenman, E. K J. Development of novel peptide ligands modulating the enzyme activity of prostate-specific antigen. Scandinavian Journal of Clinical and Laboratory Investigation 2009. [DOI: 10.1080/clb.60.233.59.64] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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6
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Harris CJ. Overview: Biologicals & Immunologicals; Biomolecule libraries, arrays and molecular diversity. Expert Opin Ther Pat 2008. [DOI: 10.1517/13543776.5.5.469] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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7
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Narendra Babu SN, Rangappa KS. Design, synthesis and structure-activity study of shorter hexa peptide analogues as HIV-1 protease inhibitors. Bioorg Med Chem 2008; 16:874-80. [PMID: 17981043 DOI: 10.1016/j.bmc.2007.10.052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2007] [Revised: 10/05/2007] [Accepted: 10/10/2007] [Indexed: 11/27/2022]
Abstract
Inhibition of HIV-1 protease enzyme can render the Human Immunodeficiency Virus (HIV-1) non-infectious in vitro. Previous studies have shown that several shorter peptides were discovered as HIV-1 protease inhibitors. In this context, a series of shorter synthetic hexapeptides, Leu-Leu-Glu-Tyr-Val-Xaa (Xaa=Phe, Met, Tyr and Trp), were designed. The synthesized hexa peptides were screened for their HIV-1 protease inhibition. These peptides showed moderately good HIV-1 protease inhibition when compared to acetyl pepstatin.
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Affiliation(s)
- S N Narendra Babu
- Department of Studies in Chemistry, University of Mysore, Manasagangotri, Mysore 570006, Karnataka, India
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8
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Abstract
In this issue of Chemistry and Biology, Li and Lawrence report an iterative synthesis/selection process to identify chemically modified peptide ligands possessing high affinity and selectivity for the SH3 domain of Fyn, a member of the Src kinase family.
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Affiliation(s)
- John P Mayer
- Lilly Research Laboratories, Lilly Corporate Center, Indianapolis, Indiana 46285, USA.
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9
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Wu P, Koistinen H, Finne P, Zhang W, Zhu L, Leinonen J, Stenman U. Advances in Prostate‐Specific Antigen Testing. Adv Clin Chem 2006; 41:231-261. [DOI: 10.1016/s0065-2423(05)41007-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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10
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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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11
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Blondelle SE, Pinilla C, Boggiano C. Synthetic combinatorial libraries as an alternative strategy for the development of novel treatments for infectious diseases. Methods Enzymol 2004; 369:322-44. [PMID: 14722962 DOI: 10.1016/s0076-6879(03)69018-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2023]
Affiliation(s)
- Sylvie E Blondelle
- Torrey Pines Institute for Molecular Studies, 3550 General Atomics Court, San Diego, California 92121, USA
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12
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Bae YS, Park EY, Kim Y, He R, Ye RD, Kwak JY, Suh PG, Ryu SH. Novel chemoattractant peptides for human leukocytes. Biochem Pharmacol 2003; 66:1841-51. [PMID: 14563494 DOI: 10.1016/s0006-2952(03)00552-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Phospholipase A(2) plays a key role in phagocytic cell functions. By screening a synthetic hexapeptide combinatorial library, we identified 24 novel peptides based on their ability to stimulate arachidonic acid release associated with cytosolic phospholipase A(2) activity in differentiated HL60 cells. The identified peptides, that contain the consensus sequence (K/R/M)KYY(P/V/Y)M, also induce intracellular calcium release in a pertussis toxin-sensitive manner showing specific action on phagocytic leukocytes, but not on other cells. Functionally, the peptides stimulate superoxide generation and chemotactic migration in human neutrophils and monocytes. Four of the tested active peptides were ligands for formyl peptide receptor like 1. Among these, two peptides with the consensus sequence (R/M)KYYYM can induce intracellular calcium release in undifferentiated HL60 cells that do not express formyl peptide receptor like 1, indicating usage of other receptor(s). A study of intracellular signaling in differentiated HL60 cells induced by the peptides has revealed that four of the novel peptides can induce extracellular signal-regulated protein kinase activation via shared and distinct signaling pathways, based on their dependence of phospatidylinositol-3-kinase, protein kinase C, and MEK. These peptides provide previously unavailable tools for study of differential signaling in leukocytes.
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Affiliation(s)
- Yoe-Sik Bae
- Department of Biochemistry, College of Medicine, Medical Research Center for Cancer Molecular Therapy, Dong-A University, Busan 02-714, South Korea
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13
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Banerji B, Mallesham B, Kiran Kumar S, Kunwar A, Iqbal J. Synthesis of a cyclic pseudo 310 helical structure from a β-amino acid-l-proline derived tripeptide via a ring closing metathesis reaction. Tetrahedron Lett 2002. [DOI: 10.1016/s0040-4039(02)01239-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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14
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Banerji B, Bhattacharya M, Madhu RB, Kumar Das S, Iqbal J. Synthesis of cyclic β-turn mimics from l-Pro-Phe/Phe-l-Pro derived di- and tripeptides via ring closing metathesis: the role of chirality of the Phe residue during cyclization. Tetrahedron Lett 2002. [DOI: 10.1016/s0040-4039(02)01238-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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15
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Saha B, Das D, Banerji B, Iqbal J. Synthesis of β-methyl-β-alanine-l-proline-XAA tripeptides by Yb(OTf)3 catalysed Michael addition of amines to N-crotonyl-l-proline-XAA: a versatile route to cyclic β-methyl-β-alanine-derived tripeptides via ring closing metathesis. Tetrahedron Lett 2002. [DOI: 10.1016/s0040-4039(02)01237-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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16
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Ellman JA. Combinatorial methods to engineer small molecules for functional genomics. ERNST SCHERING RESEARCH FOUNDATION WORKSHOP 2001:183-204. [PMID: 11077609 DOI: 10.1007/978-3-662-04042-3_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- J A Ellman
- Department of Chemistry, University of California, Berkely 94720-1460, USA
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17
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Bae YS, Bae H, Kim Y, Lee TG, Suh PG, Ryu SH. Identification of novel chemoattractant peptides for human leukocytes. Blood 2001; 97:2854-62. [PMID: 11313281 DOI: 10.1182/blood.v97.9.2854] [Citation(s) in RCA: 67] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Superoxide is the most important armory on the primary defense line of monocytes against invading pathogens, and the identification of new stimuli and the characterization of the regulatory mechanism of superoxide generation are of paramount importance. In this study, we identified 3 novel peptides by screening a synthetic hexapeptide combinatorial library and modification of 1 of the peptides. The isolated peptides that can induce superoxide generation in human monocytes are His-Phe-Tyr-Leu-Pro-Met-CONH(2) (HFYLPM), Met-Phe-Tyr-Leu-Pro-Met-CONH(2) (MFYLPM), and His-Phe-Tyr-Leu-Pro-D-Met-CONH(2) (HFYLPm). All 3 peptides also caused intracellular calcium ([Ca(++)](i)) rise. We tested the specificities of the peptides on cells of different origin by looking at [Ca(++)](i) rise. All 3 peptides acted specifically on leukocytes and not on nonimmune cells. Among leukocytes, HL60 and Jurkat T cells were stimulated specifically by MFYLPM or HFYLPM, respectively. As a physiologic characteristic of the peptides, we observed that all 3 peptides induced chemotactic migration of monocytes. Studying receptor specificity, we concluded that the 3 peptides might act on some shared and some distinct receptor(s) on leukocytes. Studying intracellular signaling set in motion by the peptides revealed that HFYLPM, but not MFYLPM or HFYLPm, induced chemotaxis via phosphatidylinositol-3 kinase and protein kinase C. Because HFYLPM, MFYLPM, and HFYLPm not only exhibit different specificities depending on cell type and status of differentiation but also stimulate cells via distinct receptors and signaling, the 3 novel peptides might be useful tools to study leukocyte activation.
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Affiliation(s)
- Y S Bae
- Division of Molecular and Life Sciences, Pohang University of Science and Technology, Korea
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18
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Solid-phase synthesis of α-hydroxy phosphonates and hydroxystatine amides. Transition-state isosteres derived from resin-bound amino acid aldehydes. Tetrahedron Lett 2001. [DOI: 10.1016/s0040-4039(01)00097-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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19
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Chan PM, Nestler HP, Miller WT. Investigating the substrate specificity of the HER2/Neu tyrosine kinase using peptide libraries. Cancer Lett 2000; 160:159-69. [PMID: 11053645 DOI: 10.1016/s0304-3835(00)00581-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
The product of the HER2/Neu oncogene is a receptor tyrosine kinase that is amplified in 25-30% of human primary breast tumors. In this project, we have isolated the HER2/Neu kinase from Sf9 cells infected with a baculovirus expression vector. We probed the substrate specificity of the HER2/Neu kinase using two peptide libraries: (1) a soluble peptide library containing three degenerate positions N-terminal to tyrosine; and (2) a bead-supported combinatorial library possessing six degenerate positions at P-1, P-2, P-3, P+1, P+2, and P+3. We identified four novel substrate sequences for HER2/Neu from the two peptide libraries. We synthesized these peptides as individual sequences and measured steady-state kinetic properties for phosphorylation by HER2/Neu. One of the peptides, AAEEIYAARRG, is the best synthetic peptide substrate reported to date for HER2/Neu. All of the sequences bear a resemblance to sites of autophosphorylation on HER2/Neu and related epidermal growth factor (EGF) receptor family tyrosine kinases.
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Affiliation(s)
- P M Chan
- The Department of Physiology and Biophysics, Basic Science Tower, T-6, School of Medicine, State University of New York at Stony Brook, Stony Brook, NY 11794-8661, USA
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20
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Mohler DL, Shen G, Dotse AK. Solution- and solid-phase synthesis of peptide-substituted thiazolidinediones as potential PPAR ligands. Bioorg Med Chem Lett 2000; 10:2239-42. [PMID: 11055328 DOI: 10.1016/s0960-894x(00)00440-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Solution- and solid-phase methods for the preparation of peptide-substituted thiazolidinediones have been developed as an approach towards the preparation of a library of these compounds as potential ligands for the peroxisome proliferator-activated receptors (PPARs).
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Affiliation(s)
- D L Mohler
- Department of Chemistry, Emory University, Atlanta, GA 30322, USA.
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21
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Rinnová M, Hradilek M, Barinka C, Weber J, Soucek M, Vondrásek J, Klimkait T, Konvalinka J. A picomolar inhibitor of resistant strains of human immunodeficiency virus protease identified by a combinatorial approach. Arch Biochem Biophys 2000; 382:22-30. [PMID: 11051093 DOI: 10.1006/abbi.2000.2017] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
In order to identify inhibitors of various drug-resistant forms of the human immunodeficiency virus protease (HIV PR), we have designed and synthesized pseudopeptide libraries with a general structure Z-mimetic-Aa1-Aa2-NH2. Five different chemistries for peptide bond replacement have been employed and the resulting five individual sublibraries tested with the HIV PR and its drug-resistant mutants. Each mutant contains amino acid substitutions that have previously been shown to be associated with resistance to protease inhibitors, including Ritonavir, Indinavir, and Saquinavir. We have mapped the subsite preferences of resistant HIV PR species with the aim of selecting a pluripotent pharmaceutical lead. All of the enzyme species in this study manifest clear preference for an L-Glu residue in the P2' position. Slight, but significant, differences in P3' subsite specificity among individual resistant PR species have been documented. We have identified three compounds, combining the most favorable features of the inhibitor array, that exhibit low-nanomolar or picomolar Ki values for all three mutant PR species tested.
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Affiliation(s)
- M Rinnová
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic
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22
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Wu P, Leinonen J, Koivunen E, Lankinen H, Stenman UH. Identification of novel prostate-specific antigen-binding peptides modulating its enzyme activity. EUROPEAN JOURNAL OF BIOCHEMISTRY 2000; 267:6212-20. [PMID: 11012675 DOI: 10.1046/j.1432-1327.2000.01696.x] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Prostate-specific antigen (PSA) is a serine protease with highly prostate-specific expression. Measurement of PSA in serum is widely used for diagnosis and monitoring of prostate cancer. PSA dissolves the seminal gel forming after ejaculation. It has been suggested to mediate invasion and metastasis of prostate cancer but also to exert antiangiogenic activity. We have identified peptides specific for PSA by screening cyclic phage display peptide libraries. PSA-binding peptides were isolated from four different libraries and produced as a fusion protein with glutathione S-transferase (GST). The phage and fusion proteins were shown to bind to PSA specifically as indicated by lack of binding to other serine proteinases. A peptide with four cysteines showed the highest affinity for PSA. Zn2+, an inhibitor of PSA activity, increased the affinity of the peptides to PSA. The binding specificity was characterized by cross-inhibition using monoclonal anti-PSA antibodies of known epitope specificities. The peptides bound to the same region as mAbs specific for free PSA indicating that they bind close to the active site of the enzyme. The peptides enhanced the enzyme activity of PSA against a chromogenic substrate. These results show that peptides binding to PSA and modulating its enzyme activity can be developed by phage display technique. The peptides have the potential to be used for identification of PSA variants and for imaging and targeting of prostatic tumors.
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Affiliation(s)
- P Wu
- Department of Clinical Chemistry, Helsinki University Central Hospital, Finland
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23
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Floyd CD, Leblanc C, Whittaker M. Combinatorial chemistry as a tool for drug discovery. PROGRESS IN MEDICINAL CHEMISTRY 2000; 36:91-168. [PMID: 10818672 DOI: 10.1016/s0079-6468(08)70046-8] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The question 'will combinatorial chemistry deliver real medicines' has been posed [96]. First it is important to realise that the chemical part of the drug discovery process cannot stand alone; the integration of synthesis and biological assays is fundamental to the combinatorial approach. The results presented in Tables 3.1 to 3.8 suggest that so far smaller directed combinatorial libraries have obtained equivalent results to those obtained previously from traditional medicinal chemistry analogue programs. Unfortunately, because of the long time it takes to develop pharmaceutical drugs there are no examples yet of marketed drugs discovered by combinatorial methods. There are interesting examples where active leads have been discovered from the screening of the same library against multiple targets (e.g. libraries 13, 39, 43, 66, 71 and 76). It is now possible to handle much larger libraries of non-oligomeric structures and the chemistry required for such applications is becoming available. Whether combinatorial approaches can also be adapted to deal with all the other requirements of a successful pharmaceutical (lack of toxicity, bioavailability etc.) is open to question but there are already examples such as cassette dosing [235-237]. However we can still be optimistic about the possibility of larger libraries producing avenues of investigation for the medicinal chemist to develop into real drugs. Combinatorial chemistry is an important tool for the medicinal chemist.
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Affiliation(s)
- C D Floyd
- British Biotech Pharmaceuticals Limited, Oxford, U.K
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24
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Martynova NB, Filimonov DA, Poroikov VV. Computer prediction of biological activity spectra for low-molecular peptides and peptidomimetics. RUSSIAN JOURNAL OF BIOORGANIC CHEMISTRY 2000. [DOI: 10.1007/bf02759281] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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25
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Abato P, Conroy JL, Seto CT. Combinatorial library of serine and cysteine protease inhibitors that interact with both the S and S' binding sites. J Med Chem 1999; 42:4001-9. [PMID: 10508448 DOI: 10.1021/jm990272g] [Citation(s) in RCA: 27] [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
A combinatorial library of 400 inhibitors has been synthesized and screened against several serine and cysteine proteases including plasmin, cathepsin B, and papain. The inhibitors are based upon a cyclohexanone nucleus and are designed to probe binding interactions in the S2 and S2' binding sites. This methodology has led to the discovery of inhibitor 15A, which incorporates Trp at both the P2 and P2' positions and has an inhibition constant against plasmin of 5 microM. Data from screening of the library shows that plasmin has a strong specificity for Trp at the S2 subsite and prefers to bind hydrophobic and aromatic amino acids such as Ile, Phe, Trp, and Tyr at the S2' subsite. In contrast, the S2' subsites of cathepsin B and papain do not show a strong preference for any particular amino acid.
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Affiliation(s)
- P Abato
- Department of Chemistry, Brown University, 324 Brook Street, Box H, Providence, Rhode Island 02912, USA
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26
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Houghten RA, Pinilla C, Appel JR, Blondelle SE, Dooley CT, Eichler J, Nefzi A, Ostresh JM. Mixture-based synthetic combinatorial libraries. J Med Chem 1999; 42:3743-78. [PMID: 10508425 DOI: 10.1021/jm990174v] [Citation(s) in RCA: 226] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- R A Houghten
- Torrey Pines Institute for Molecular Studies, 3550 General Atomics Court, San Diego, California 92121, USA
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27
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Cho CY, Liu CW, Wemmer DE, Schultz PG. Cyclic and linear oligocarbamate ligands for human thrombin. Bioorg Med Chem 1999; 7:1171-9. [PMID: 10428389 DOI: 10.1016/s0968-0896(99)00028-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Several classes of compounds have been tested as potential inhibitors of the serine protease thrombin, an important regulator of blood coagulation cascades. We describe here the discovery of a new class of thrombin inhibitors based on an unnatural carbamate biopolymer. Oligocarbamate thrombin inhibitors were identified through the screening of diverse cyclic trimer, cyclic tetramer, and linear tetramer libraries using the one bead, one peptide method. Whereas the cyclic trimer oligocarbamate ligands bound thrombin with modest affinity, a cyclic tetramer oligocarbamate inhibited thrombin with an apparent Ki of 31 nM. Linear oligocarbamate tetramers bound thrombin with inhibition constants in the 100-nM range. These nonpeptidic, oligomeric molecules may provide the basis for further drug development and studies of thrombin ligand interactions.
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Affiliation(s)
- C Y Cho
- Department of Chemistry, University of California, Berkeley 94720, USA
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Boutin JA, Lambert PH, Bertin S, Volland JP, Fauchère JL. Physico-chemical and biological analysis of true combinatorial libraries. JOURNAL OF CHROMATOGRAPHY. B, BIOMEDICAL SCIENCES AND APPLICATIONS 1999; 725:17-37. [PMID: 10226875 DOI: 10.1016/s0378-4347(98)00569-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Combinatorial libraries offer new sources of compounds for the research of pharmacological agents such as receptor ligands, enzyme inhibitors or substrates and antibody-binding epitopes. The present review stresses the main roles played by both physico-chemical analysis, particularly when complex mixture of compounds are synthesized as libraries, and biological analysis from which active compounds are identified. After a brief discussion of semantic problems related to the designation of the product mixtures, the physico-chemical analysis of mixtures is reviewed with special emphasis on mass spectrometric techniques. These methods are able both to give a representative view of a library composition and to identify single critical compounds in large libraries. Then the biological screening of such combinatorial libraries is critically discussed with respect to the power and limitations of the methods used for the identification of the active components. Special attention is given to the complex process of library deconvolution. It is pointed out that while combinatorial techniques have evolved towards sophisticated high-tech methods, simple and robust biochemical tests should be used to deconvolute. From a large panel of published examples, a set of trends are identified which should help investigators to choose the most appropriate assay for the discovery of new entities.
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Affiliation(s)
- J A Boutin
- Department of Molecular and Cellular Pharmacology, Institut de Recherches SERVIER, Croissy-sur-Seine, France
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Kundu B, Khare SK, Rastogi SK. Combinatorial chemistry: Polymer supported synthesis of peptide and non-peptide libraries. PROGRESS IN DRUG RESEARCH 1999; 53:89-156. [PMID: 10616297 DOI: 10.1007/978-3-0348-8735-9_3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/13/2023]
Abstract
In recent years, combinatorial chemistry has emerged as a powerful tool for accelerating drug discovery. While industry is rapidly embracing the technology, researchers continue to develop novel library methods including resins, linkers, tagging and deconvolution techniques. Newer strategies involving computer-customized combinatorial libraries offer enormous potential for the design of more "focused" and "smart" chemical libraries with maximal diversity. In addition, miniaturized systems for synthesizing chemical libraries are also being developed, which has made it possible to carry out reactions at submicroliter volumes.
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Affiliation(s)
- B Kundu
- Division of Medicinal Chemistry, Central Drug Research Institute, Lucknow, India
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Dolle RE. Comprehensive survey of chemical libraries yielding enzyme inhibitors, receptor agonists and antagonists, and other biologically active agents: 1992 through 1997. ACTA ACUST UNITED AC 1999. [DOI: 10.1007/978-94-017-0735-0_10] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
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31
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Dolle RE. Comprehensive survey of chemical libraries yielding enzyme inhibitors, receptor agonists and antagonists, and other biologically active agents: 1992 through 1997. Mol Divers 1998; 3:199-233. [PMID: 9850519 DOI: 10.1023/a:1009699413828] [Citation(s) in RCA: 80] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
This review is a historical accounting of chemical libraries from which biologically active agents have been obtained. The comprehensive tabulation includes citations as early as 1992, when the first descriptions of biologically active libraries were disclosed, and continues through 1997. Four tables are provided listing libraries screened against (1) proteolytic enzymes, (2) non-proteolytic enzymes, (3) G-protein coupled receptors (GPCRs), and (4) other targets not classified in the first three tables (e.g. non-GPCRs, integrins, antiinfectives). A name, generic structure, and size is provided for each library citation, accompanied by the molecular screen and the structure and potency of the most active library member. In total, 86 libraries are presented with 60% of the contributions reported from pharmaceutical and biotechnology companies. Approximately 70% of the libraries have used alpha-amino acid synthons in their construction and 85% of the libraries include one or more amide bonds.
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Affiliation(s)
- R E Dolle
- Department of Chemistry, Pharmacopeia, Inc., Princeton, NJ 08540, USA.
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al-Obeidi F, Hruby VJ, Sawyer TK. Peptide and peptidomimetic libraries. Molecular diversity and drug design. Mol Biotechnol 1998; 9:205-23. [PMID: 9718581 DOI: 10.1007/bf02915794] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Various techniques for generation of peptide and peptidomimetic libraries are summarized in this article. Multipin, tea bag, and split-couple-mix techniques represent the major methods used to make peptides and peptidomimetics libraries. The synthesis of these libraries were made in either discrete or mixture format. Peptides and peptidomimetics combinatorial libraries were screened to discover leads against a variety of targets. These targets, including bacteria, fungus, virus, receptors, and enzymes were used in the screening of the libraries. Discovered leads can be further optimized by combinatorial approaches.
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Affiliation(s)
- F al-Obeidi
- Selectide Research Center, a Subsidiary of Hoechst-Marion-Roussel, Tucson, AZ, USA.
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Konings DA, Wyatt JR, Ecker DJ, Freier SM. Strategies for rapid deconvolution of combinational libraries: comparative evaluation using a model system. J Med Chem 1997; 40:4386-95. [PMID: 9435908 DOI: 10.1021/jm970503o] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Synthesis and testing of complex mixtures maximize the number of compounds that can be prepared and tested in a combinatorial library. When mixtures of compounds are screened, however, the identity of the compound(s) selected may depend on the deconvolution procedure employed. Previously, we developed a model system for evaluation of deconvolution procedures and used it to compare pooling strategies for iterative and noniterative deconvolution [Freier et al. J. Med. Chem. 1995, 38, 344-352]. We have now extended the model studies to include simulations of procedures with overlapping subsets such as subtractive pooling [Carell et al. Angew, Chem., Int. Ed. Engl. 1994, 33, 2061-2064], bogus coin pooling [Blake and Litzi-Davis. Bioconjugate Chem. 1992, 3, 510-513], and orthogonal pooling [D'Prez et al. J. Am. Chem. Soc. 1995, 117, 5405-5406]. These strategies required synthesis and testing of fewer subsets than did the more traditional nonoverlapping iterative strategies. The compounds identified using simulations of these strategies, however, were not the most active compounds in the library and were substantially less active than those identified by simulations of more traditional strategies.
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Affiliation(s)
- D A Konings
- ISIS Pharmaceuticals, Carlsbad, California 92008, USA
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34
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Flynn DL, Crich JZ, Devraj RV, Hockerman SL, Parlow JJ, South MS, Woodard S. Chemical Library Purification Strategies Based on Principles of Complementary Molecular Reactivity and Molecular Recognition. J Am Chem Soc 1997. [DOI: 10.1021/ja963462e] [Citation(s) in RCA: 182] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Daniel L. Flynn
- Contribution from the Section of Parallel Medicinal and Combinatorial Chemistry, Searle Discovery Research, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167, and 4901 Searle Parkway, Skokie, Illinois 60077; and Plant Protection, Ceregen, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167
| | - Joyce Z. Crich
- Contribution from the Section of Parallel Medicinal and Combinatorial Chemistry, Searle Discovery Research, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167, and 4901 Searle Parkway, Skokie, Illinois 60077; and Plant Protection, Ceregen, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167
| | - Rajesh V. Devraj
- Contribution from the Section of Parallel Medicinal and Combinatorial Chemistry, Searle Discovery Research, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167, and 4901 Searle Parkway, Skokie, Illinois 60077; and Plant Protection, Ceregen, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167
| | - Susan L. Hockerman
- Contribution from the Section of Parallel Medicinal and Combinatorial Chemistry, Searle Discovery Research, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167, and 4901 Searle Parkway, Skokie, Illinois 60077; and Plant Protection, Ceregen, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167
| | - John J. Parlow
- Contribution from the Section of Parallel Medicinal and Combinatorial Chemistry, Searle Discovery Research, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167, and 4901 Searle Parkway, Skokie, Illinois 60077; and Plant Protection, Ceregen, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167
| | - Michael S. South
- Contribution from the Section of Parallel Medicinal and Combinatorial Chemistry, Searle Discovery Research, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167, and 4901 Searle Parkway, Skokie, Illinois 60077; and Plant Protection, Ceregen, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167
| | - Scott Woodard
- Contribution from the Section of Parallel Medicinal and Combinatorial Chemistry, Searle Discovery Research, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167, and 4901 Searle Parkway, Skokie, Illinois 60077; and Plant Protection, Ceregen, 800 N. Lindbergh Boulevard, St. Louis, Missouri 63167
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35
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Nefzi A, Ostresh JM, Houghten RA. The Current Status of Heterocyclic Combinatorial Libraries. Chem Rev 1997; 97:449-472. [PMID: 11848878 DOI: 10.1021/cr960010b] [Citation(s) in RCA: 512] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Adel Nefzi
- Torrey Pines Institute for Molecular Studies, 3550 General Atomics Court, San Diego, California 92121
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Abstract
This review serves to highlight the recent examples of combinatoric methodology as applied to the discovery and optimization of enzyme inhibitors. Early research efforts focused on the identification of polypeptides from libraries as inhibitors of proteases. As solution- and solid-phase chemistries gain in sophistication, libraries containing less peptidic structural motifs have been created. A recurring design stratagem relies on the synthesis of libraries incorporating pharmacophores with known affinity for the target enzyme. Screening of these structure-based libraries has led to the discovery of small-molecule inhibitors of both proteolytic and non-proteolytic enzymes alike. Two tables are provided listing the enzyme targeted libraries through 1996. A name, generic structure and size is given for each library citation, accompanied by the enzyme screen and the structure and potency of the most active library member.
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Affiliation(s)
- R E Dolle
- Department of Chemistry, Pharmacopeia Inc., Princeton, NJ 08540, USA
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Ferry G, Boutin JA, Atassi G, Fauchère JL, Tucker GC. Selection of a histidine-containing inhibitor of gelatinases through deconvolution of combinatorial tetrapeptide libraries. Mol Divers 1997; 2:135-46. [PMID: 9238644 DOI: 10.1007/bf01682201] [Citation(s) in RCA: 26] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
A fully automated peptide synthesizer was used to generate tetrapeptide sublibraries from 24 natural and nonnatural amino acids, from which new inhibitors of gelatinases (matrix metalloproteinases MMP-2 and MMP-9) were selected as potential anticancer drugs. MMP-2 and MMP-9 from mouse Balbc/3T3 fibroblasts conditioned media were assayed in their linear range response by zymography to quantify inhibition at each step of the tetrapeptide library deconvolution. The histidine-epsilon-amino caproic acid-beta-alanine-histidine (His-epsilon Ahx-beta Ala-His) sequence was found to yield optimal inhibition of both MMP-2 and MMP-9. Inhibition by selected tetrapeptides was also evaluated with two other techniques, a native type IV collagen degradation assay and a fluorogenic enzymatic assay, confirming the tetrapeptide potency. The His-epsilon Ahx-beta Ala-His tetrapeptide also inhibited purified human MMP-2 and MMP-9 and the corresponding enzymes present in conditioned media from human tumour cells. Finally, the length of the spacer between the two terminal histidines was found to be crucial to the inhibitory potential. This approach may thus be considered as a-successful strategy to yield specific peptide or pseudopeptide inhibitors, although their potency remains moderate, since it was measured before any chemical optimization was undertaken.
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Affiliation(s)
- G Ferry
- Department of Tumour Biology, Institut de Recherches Servier, Suresnes, France
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38
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Rano TA, Timkey T, Peterson EP, Rotonda J, Nicholson DW, Becker JW, Chapman KT, Thornberry NA. A combinatorial approach for determining protease specificities: application to interleukin-1beta converting enzyme (ICE). CHEMISTRY & BIOLOGY 1997; 4:149-55. [PMID: 9190289 DOI: 10.1016/s1074-5521(97)90258-1] [Citation(s) in RCA: 214] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Interleukin-1beta converting enzyme (ICE/caspase-1) is the protease responsible for interleukin-1beta (IL-1beta) production in monocytes. It was the first member of a new cysteine protease family to be identified. Members of this family have functions in both inflammation and apoptosis. RESULTS A novel method for identifying protease specificity, employing a positional-scanning substrate library, was used to determine the amino-acid preferences of ICE. Using this method, the complete specificity of a protease can be mapped in the time required to perform one assay. The results indicate that the optimal tetrapeptide recognition sequence for ICE is WEHD, not YVAD, as previously believed, and this led to the synthesis of an unusually potent aldehyde inhibitor, Ac-WEHD-CHO (Ki = 56 pM). The structural basis for this potent inhibition was determined by X-ray crystallography. CONCLUSIONS The results presented in this study establish a positional-scanning library as a powerful tool for rapidly and accurately assessing protease specificity. The preferred sequence for ICE (WEHD) differs significantly from that found in human pro-interleukin-1beta (YVHD), which suggests that this protease may have additional endogenous substrates, consistent with evidence linking it to apoptosis and IL-1alpha production.
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Affiliation(s)
- T A Rano
- Department of Molecular Design and Diversity, Merck Research Laboratories, R123-232, PO Box 2000, Rahway, New Jersey 07065, USA
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Chan PM, Keller PR, Connors RW, Leopold WR, Miller WT. Amino-terminal sequence determinants for substrate recognition by platelet-derived growth factor receptor tyrosine kinase. FEBS Lett 1996; 394:121-5. [PMID: 8843147 DOI: 10.1016/0014-5793(96)00898-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The specificity of protein kinases has been shown to be influenced by residues near the phosphoaccepting amino acid. To examine the determinants for platelet-derived growth factor receptor (PDGFR) tyrosine kinase specificity, a peptide library with three degenerate positions N-terminal to tyrosine was constructed. After reaction with PDGFR, the most abundant phosphopeptides were isolated by immunoaffinity chromatography on a column containing monoclonal anti-phosphotyrosine antibody. Further separation of bound phosphopeptides with reverse-phase HPLC led to the identification of three optimal substrates for PDGFR: Ala-Ala-Asn-Ile-Thr-Tyr-Ala-Ala-Arg-Arg-Gly, Ala-Ala-Asn-Arg-Thr-Tyr-Ala-Ala-Arg-Arg-Gly and Ala-Ala-Leu-Ile-Thr-Tyr-Ala-Ala-Arg-Arg-Gly, where underlined residues are in the degenerate positions of the peptide library. Kinetic analyses of the three individual peptides (synthesized separately) showed these peptides to be among the best reported substrates for PDGFR. Our results expand the range of amino acid residues that have been shown to serve as recognition elements for receptor tyrosine kinases.
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Affiliation(s)
- P M Chan
- Department of Physiology and Biophysics, School of Medicine, State University of New York at Stony Brook 11794, USA
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40
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Hirabayashi Y, Fukuda H, Kimura J, Miyamoto M, Yasui K. Identification of peptides mimicking the antigenicity and immunogenicity of conformational epitopes on Japanese encephalitis virus protein using synthetic peptide libraries. J Virol Methods 1996; 61:23-36. [PMID: 8882934 DOI: 10.1016/0166-0934(96)02066-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Monoclonal antibodies (mAbs) N.03 and N.08 that recognize conformational epitopes on the prM protein of Japanese encephalitis virus (JEV) were analyzed to identify their peptide ligands by using a novel approach that combined two different synthetic peptide libraries. Immunoscreening of a library containing 20(5) sequences of pentapeptides revealed that the ligands for N.03 and N.08 had motif sequences, (Y/W/F)GG(I/L/M) and (N/Q)WY(D/E), respectively. To select higher-affinity ligands, we synthesized and screened another type of library with 20 peptide mixtures that were based on the identified motif, where only one amino acid position was defined; and the process was reiterated for the remaining undefined positions. Consequently, the peptides YGGIYMNG and QWYDDR were identified as peptide ligands of N.03 and N.08, respectively. These peptides bound specifically to the antigen-combining sites of the mAbs as confirmed by competitive binding assays. Mouse antisera directed against the peptide YGGIYMNG specifically recognized JEV, while those against QWYDDR did not. These data demonstrated that peptide ligands which reproduce or mimic the immunogenicity as well as the antigenicity of conformational epitopes can be at least partly identified using this approach. This approach may be useful for analyzing conformational epitopes, which are generally difficult to characterize, and might provide a step toward vaccine development when applied to protective mAbs.
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Affiliation(s)
- Y Hirabayashi
- Department of Microbiology and Immunology, Tokyo Metropolitan Institute for Neuroscience, Japan.
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41
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42
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Konings DA, Wyatt JR, Ecker DJ, Freier SM. Deconvolution of combinatorial libraries for Drug discovery: theoretical comparison of pooling strategies. J Med Chem 1996; 39:2710-9. [PMID: 8709101 DOI: 10.1021/jm960168o] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Synthesis and testing of mixtures of compounds in a combinatorial library allow much greater throughput than synthesis and testing of individual compounds. When mixtures of compounds are screened, however, the possibility exists that the most active compound will not be identified. The specific strategies employed for pooling and deconvolution will affect the likelihood of success. We have used a nucleic acid hybridization example to develop a theoretical model of library deconvolution for a library of more than 250,000 compounds. This model was used to compare various strategies for pooling and deconvolution. Simulations were performed in the absence and presence of experimental error. We found iterative deconvolution to be most reliable when active molecules were assigned to the same subset in early rounds. Reliability was reduced only slightly when active molecules were assigned randomly to all subsets. Iterative deconvolution with as many as 65,536 compounds per subset did not drastically reduce the reliability compared to one-at-a-time testing. Pooling strategies compared using this theoretical model are compared experimentally in an accompanying paper.
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Affiliation(s)
- D A Konings
- ISIS Pharmaceuticals, Carlsbad, California 92008, USA
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43
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Cheng S, Tarby CM, Comer DD, Williams JP, Caporale LH, Myers PL, Boger DL. A solution-phase strategy for the synthesis of chemical libraries containing small organic molecules: a universal and dipeptide mimetic template. Bioorg Med Chem 1996; 4:727-37. [PMID: 8804539 DOI: 10.1016/0968-0896(96)00069-7] [Citation(s) in RCA: 68] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
A general approach to the solution phase, parallel synthesis of chemical libraries, which allows the preparation of multi-milligram quantities of each individual member, is exemplified with both a universal and dipeptide mimetic template. In each step of the sequence, the reactants, unreacted starting material, reagents and their byproducts are removed by simple liquid/ liquid or liquid/solid extractions providing the desired intermediates and final compounds in high purities (> or = 90-100%) independent of the reaction yields and without deliberate reaction optimization.
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Affiliation(s)
- S Cheng
- CombiChem, Inc., San Diego, CA 92121, USA
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44
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Freier SM, Konings DA, Wyatt JR, Ecker DJ. 'Mutational SURF': a strategy for improving lead compounds identified from combinatorial libraries. Bioorg Med Chem 1996; 4:717-25. [PMID: 8804538 DOI: 10.1016/0968-0896(96)00068-5] [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: 02/02/2023]
Abstract
Synthesis and testing of mixtures of compounds in a combinatorial library offers the potential of much greater throughput than the 'one compound, one well' approach. When mixtures of compounds are screened, however, pooling and deconvolution strategies must be employed to identify the most active compound in the library. The possibility exists that the most active compound will not be identified. We have developed a theoretical model of library deconvolution using the well characterized properties of nucleic acid hybridization to calculate activities of individual molecules in libraries of more than 250,000 compounds. Calculations using this model have been employed to evaluate strategies for pooling and deconvolution. In the presence of errors in synthesis and testing, iterative deconvolution or position scanning sometimes identified a compound with sub-optimal activity. We describe a procedure called 'mutational SURF' in which 'mutants' of the selected compound are individually synthesized and tested. Simulations of mutational SURF using our model libraries suggest that mutational SURF provides an efficient method for improving the activity of lead compounds identified from combinatorial libraries.
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Affiliation(s)
- S M Freier
- ISIS Pharmaceuticals, Carlsbad, CA 92008, USA
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45
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Krchnák V, Lebl M. Synthetic library techniques: subjective (biased and generic) thoughts and views. Mol Divers 1996; 1:193-216. [PMID: 9237211 DOI: 10.1007/bf01544958] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Various aspects of synthetic diversity generation and screening are discussed. Controversial issues are raised and different points of view are presented. We hope the article will stimulate thinking about the utilization of library techniques and start a discussion about questions concerning their application.
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Affiliation(s)
- V Krchnák
- Selectide Corporation, Hoechst Marion Roussel, Tucson, AZ 85737, USA
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46
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Baek SH, Seo JK, Chae CB, Suh PG, Ryu SH. Identification of the peptides that stimulate the phosphoinositide hydrolysis in lymphocyte cell lines from peptide libraries. J Biol Chem 1996; 271:8170-5. [PMID: 8626507 DOI: 10.1074/jbc.271.14.8170] [Citation(s) in RCA: 80] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Peptides which stimulate the formation of inositol phosphates (InoPs) in lymphocyte cell lines were identified by screening synthetic peptide libraries composed of random sequences of hexapeptides. The peptides containing the consensus sequence XKYX(P/V)M were found to be most active in the phospholipase C (PLC)-mediated formation of InoPs in a human B myeloma cell line, U266. The peptides also stimulated the phosphoinositide hydrolysis and the release of [Ca2+]i in HL60 and U937 cell lines. On the other hand, these peptides showed no effect in the following cell lines: NIH3T3, PC12, Daudi, Sp2, Jurkat, H9, Molt-4, SupT-1, K562, and RBL-2H3. The result suggests the possibility that the peptides may have cell type specificity. Experiments with one of the active peptides, WKYMVM-NH2 showed that its action mimics the effect of AlF4- which is a G-protein activator in the InoPs generation, and pertussis toxin partially blocked the InoPs accumulation and [Ca2+]i release induced by the peptide in the U266 cells. Binding assays with the peptide labeled with 125I showed that U266 cells have a saturable number of binding sites for the peptide. Taken together, these results suggest that the peptides could activate PLC-mediated signal transduction via a pertussis toxin-sensitive G-protein coupled receptor in certain cell types.
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Affiliation(s)
- S H Baek
- Department of Life Science, Pohang University of Science and Technology, San 31 Hyojadong, Pohang Kyungbuk 790-784, Korea
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47
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Blondelle SE, Houghten RA, Pérez-Payá E. All D-amino acid hexapeptide inhibitors of melittin's cytolytic activity derived from synthetic combinatorial libraries. J Mol Recognit 1996; 9:163-8. [PMID: 8877809 DOI: 10.1002/(sici)1099-1352(199603)9:2<163::aid-jmr255>3.0.co;2-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The identification of peptides that inhibit the biological functions of proteins was used as a means to explore protein/ligand interactions involved in molecular recognition processes. This approach is based on the use of synthetic combinatorial libraries (SCLs) for the rapid identification of individual peptides that block the interaction of proteins with their biological targets. Thus, each peptide mixture of an all-D-amino acid hexapeptide SCL in a positional scanning format was screened for its ability to inhibit the hemolytic activity of melittin, a model self-assembling protein. The potent inhibitory activity of the identified individual peptides suggests that protein-like complexes are able to specifically bind to peptides having an all-D configuration. These results also show that SCLs are useful for the identification of short, non-hydrolysable sequences having potential intracellular inhibitory activities.
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Affiliation(s)
- S E Blondelle
- Torrey Pines Institute for Molecular Studies, San Diego, CA 92121, USA
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48
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Affiliation(s)
- Lorin A. Thompson
- Department of Chemistry, University of California, Berkeley, California 94720
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49
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Boutin JA, Fauchère AL. Combinatorial peptide synthesis: statistical evaluation of peptide distribution. Trends Pharmacol Sci 1996; 17:8-12. [PMID: 8789352 DOI: 10.1016/0165-6147(96)81563-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Peptide libraries are large collections of oligopeptides used as screening mixtures for the discovery of new pharmacological leads. Their synthesis is achieved on solid phase in a combinatorial way, one of the reacting components being either a mixture of resin-bound amino acids or peptides, or a mixture of amino acids in solution. In practice, the various peptides are not represented in equimolar amounts in the resulting libraries. Here, Jean Boutin and Alban Fauchère explain the statistical considerations important in the design of a peptide library, show to what extent one bead-one peptide libraries fulfill statistical criteria, and discuss resin bead quantities necessary to minimize the range of relative concentrations of the different peptides present in the library. This range is crucial in the correct interpretation of the results of biological tests.
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Affiliation(s)
- J A Boutin
- Department of Peptide Chemistry, Institut de Recherches Servier, Suresnes, France
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50
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Chapter 31. Solid-Phase Synthesis: Applications to Combinatorial Libraries. ANNUAL REPORTS IN MEDICINAL CHEMISTRY 1996. [DOI: 10.1016/s0065-7743(08)60470-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register]
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