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Ye XW, Tian W, Han L, Li YJ, Liu S, Lai WJ, Liu YX, Wang L, Yang PP, Wang H. High-Throughput Screening of pH-Dependent β-sheet Self-Assembling Peptide. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2024; 20:e2307963. [PMID: 38183362 DOI: 10.1002/smll.202307963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 12/20/2023] [Indexed: 01/08/2024]
Abstract
pH-dependent peptide biomaterials hold tremendous potential for cell delivery and tissue engineering. However, identification of responsive self-assembling sequences with specified secondary structure remains a challenge. In this work, An experimental procedure based on the one-bead one-compound (OBOC) combinatorial library is developed to rapidly screen self-assembling β-sheet peptides at neutral aqueous solution (pH 7.5) and disassemble at weak acidic condition (pH 6.5). Using the hydrophobic fluorescent molecule thioflavin T (ThT) as a probe, resin beads displaying self-assembling peptides show fluorescence under pH 7.5 due to the insertion of ThT into the hydrophobic domain, and are further cultured in pH 6.5 solution. The beads with extinguished fluorescence are selected. Three heptapeptides are identified that can self-assemble into nanofibers or nanoparticles at pH 7.5 and disassemble at pH 6.5. P1 (LVEFRHY) shows a rapid acid response and morphology transformation with pH modulation. Changes in the charges of histidine and hydrophobic phenyl motif of phenylalanine may play important roles in the formation of pH-responsive β-sheet nanofiber. This high-throughput screening method provides an efficient way to identify pH-dependent β-sheet self-assembling peptide and gain insights into structural design of such nanomaterials.
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Affiliation(s)
- Xin-Wei Ye
- CAS Center for Excellence in Nanoscience, CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing, 100190, China
- China Sino-Danish College, Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences, Beijing, 100049, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Wen Tian
- CAS Center for Excellence in Nanoscience, CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing, 100190, China
| | - Lu Han
- CAS Center for Excellence in Nanoscience, CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing, 100190, China
| | - Yi-Jing Li
- CAS Center for Excellence in Nanoscience, CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing, 100190, China
| | - Shan Liu
- CAS Center for Excellence in Nanoscience, CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing, 100190, China
| | - Wen-Jia Lai
- Division of Nanotechnology Development, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing, 100190, China
| | - Yi-Xuan Liu
- CAS Center for Excellence in Nanoscience, CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing, 100190, China
| | - Lei Wang
- CAS Center for Excellence in Nanoscience, CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing, 100190, China
| | - Pei-Pei Yang
- CAS Center for Excellence in Nanoscience, CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing, 100190, China
| | - Hao Wang
- CAS Center for Excellence in Nanoscience, CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing, 100190, China
- China Sino-Danish College, Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences, Beijing, 100049, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences Institution, Beijing, 100049, China
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Madsen D, Azevedo C, Micco I, Petersen LK, Hansen NJV. An overview of DNA-encoded libraries: A versatile tool for drug discovery. PROGRESS IN MEDICINAL CHEMISTRY 2020; 59:181-249. [PMID: 32362328 DOI: 10.1016/bs.pmch.2020.03.001] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
DNA-encoded libraries (DELs) are collections of small molecules covalently attached to amplifiable DNA tags carrying unique information about the structure of each library member. A combinatorial approach is used to construct the libraries with iterative DNA encoding steps, facilitating tracking of the synthetic history of the attached compounds by DNA sequencing. Various screening protocols have been developed which allow protein target binders to be selected out of pools containing up to billions of different small molecules. The versatile methodology has allowed identification of numerous biologically active compounds and is now increasingly being adopted as a tool for lead discovery campaigns and identification of chemical probes. A great focus in recent years has been on developing DNA compatible chemistries that expand the structural diversity of the small molecule library members in DELs. This chapter provides an overview of the challenges and accomplishments in DEL technology, reviewing the technological aspects of producing and screening DELs with a perspective on opportunities, limitations, and future directions.
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3
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CycLS: Accurate, whole-library sequencing of cyclic peptides using tandem mass spectrometry. Bioorg Med Chem 2018; 26:1232-1238. [DOI: 10.1016/j.bmc.2018.01.027] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Revised: 01/27/2018] [Accepted: 01/30/2018] [Indexed: 01/20/2023]
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4
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Liu Y, Yang F, Xiao W, Liu R, Zhang H, Li X, Ajena YH, Lam KS, Leung JW. Discovery of specific targeting ligands as the biomarkers for colorectal cancer. COLORECTAL CANCER 2017. [DOI: 10.2217/crc-2017-0017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Aim: Targeted diagnosis and therapy for colorectal cancer (CRC) is limited by the lack of specific biomarkers. Our aim was to discover CRC-specific targeting ligands using a one-bead one-compound (OBOC) combinatorial library. Method: Samples of OBOC peptide libraries were color coded, mixed and incubated with commercially available human CRC cells (HT-29 and DLD-1). Libraries with compound beads that bound to CRC cells were selected for further screening. Compound beads that bound to both CRC cells were screened with human colonic epithelial cells to select beads that bound only to CRC cells but not to human colonic epithelial cells. Chemical structures of the positive peptides were determined by Edman chemistry. CRC-targeted imaging agents were developed by conjugation of CRC binding peptide with biotin through a hydrophilic linker and then complexed with streptavidin–Cy5.5. Immunohistochemistry studies were used to evaluate CRC detection efficacy. Targeting specificity was further tested with subcutaneous CRC xenografts in nude mice. Results: Two cyclic peptides, CRC-6 and CRC-9, composed of natural and unnatural amino acids, bind specifically to CRC cells with moderately high affinity and specificity. CRC-9 is able to detect CRC cells grown on chamber slides at the concentration of 1 µM after 30 min incubation. Tail vein injection of 1.8 nmol biotinylated peptide CRC-9, complexed with streptavidin–Cy5.5 (SA–Cy5.5), is able to target the subcutaneous CRC xenograft implants in nude mice. None of the two peptides showed cytotoxic effect on human blood cells, up to the concentration of 500 µM. Conclusion: CRC-9 has the potential to be developed as an effective biomarker for improving the management of CRC patients by enhancing the efficiency of detection and efficacy of targeting treatment.
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Affiliation(s)
- Yanlei Liu
- Division of Gastroenterology & Hepatology, UC Davis Medical Center, Sacramento, CA 95817, USA
| | - Fan Yang
- AGE Periodontics, The Department of Oral Medicine, Infection, & Immunity, Harvard School of Dental Medicine, Boston, MA 02115, USA
| | - Wenwu Xiao
- Department of Biochemistry & Molecular Medicine, UC Davis, Sacramento, CA 95817, USA
| | - Ruiwu Liu
- Department of Biochemistry & Molecular Medicine, UC Davis, Sacramento, CA 95817, USA
| | - Hongyong Zhang
- Department of Biochemistry & Molecular Medicine, UC Davis, Sacramento, CA 95817, USA
| | - Xiaocen Li
- Department of Biochemistry & Molecular Medicine, UC Davis, Sacramento, CA 95817, USA
| | - Yousif H Ajena
- Department of Biochemistry & Molecular Medicine, UC Davis, Sacramento, CA 95817, USA
| | - Kit S Lam
- Department of Biochemistry & Molecular Medicine, UC Davis, Sacramento, CA 95817, USA
| | - Joseph W Leung
- Division of Gastroenterology & Hepatology, UC Davis Medical Center, Sacramento, CA 95817, USA
- Department of Gastroenterology, VA Northern California Health Care System, Sacramento, CA 95655, USA
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5
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David A. Peptide ligand-modified nanomedicines for targeting cells at the tumor microenvironment. Adv Drug Deliv Rev 2017; 119:120-142. [PMID: 28506743 DOI: 10.1016/j.addr.2017.05.006] [Citation(s) in RCA: 84] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Revised: 03/17/2017] [Accepted: 05/09/2017] [Indexed: 02/06/2023]
Abstract
Since their initial discovery more than 30years ago, tumor-homing peptides have become an increasingly useful tool for targeted delivery of therapeutic and diagnostic agents into tumors. Today, it is well accepted that cells at the tumor microenvironment (TME) contribute in many ways to cancer development and progression. Tumor-homing peptide-decorated nanomedicines can interact specifically with surface receptors expressed on cells in the TME, improve cellular uptake of nanomedicines by target cells, and impair tumor growth and progression. Moreover, peptide ligand-modified nanomedicines can potentially accumulate in the target tissue at higher concentrations than would small conjugates, thus increasing overall target tissue exposure to the therapeutic agent, enhance therapeutic efficacy and reduce side effects. This review describes the most studied peptide ligands aimed at targeting cells in the TME, discusses major obstacles and principles in the design of ligands for drug targeting and provides an overview of homing peptides in ligand-targeted nanomedicines that are currently in development for cancer therapy and diagnosis.
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Affiliation(s)
- Ayelet David
- Department of Clinical Biochemistry and Pharmacology, Faculty of Health Sciences, and the Ilse Katz Institute for Nanoscale Science and Technology, Ben-Gurion University of the Negev, Beer-Sheva 8410501, Israel.
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Groebe DR, Maus ML, Pederson T, Clampit J, Djuric S, Trevillyan J, Lin CW, Burns DJ, Warrior U. Putting Thought to Paper: A μARCS Protease Screen. ACTA ACUST UNITED AC 2016; 8:668-75. [PMID: 14711392 DOI: 10.1177/1087057103258587] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
In micro-arrayed compound screening (μARCS), an agarose gel is used as a reaction vessel that maintains humidity and compound location as well as being a handling system for reagent addition. Two or more agarose gels may be used to bring test compounds, targets, and reagents together, relying on the pore size of the gel matrix to regulate diffusion of reactants. It is in the microenvironment of the agarose matrix that all the components of an enzymatic reaction interact and result in inhibitable catalytic activity. In an effort to increase the throughput of μARCS-based screens, reduce the effort involved in manipulating agarose gels, and reduce costs, blotter paper was used rather than a second agarose gel to introduce a substrate to a gel containing a target enzyme. In this assay, the matrix of the blotter paper did not prevent the substrate from diffusing into the enzyme gel. The compound density of the μARCS format, the ease of manipulating sheets of paper for reagent addition, and a scheduled protocol for running multiple gels allowed for a throughput capacity of more than 200,000 tests per hour. A protease assay was developed and run in the μARCS format at a rate of 200,000 tests per hour using blotter paper to introduce the substrate. Picks in the primary screen were retested in the μARCS format at a density of 384 compounds per sheet. IC50values were confirmed in a 96-well plate format. The screen identified several small molecule inhibitors of the enzyme. The details of the screening format and the analysis of the hits from the screen are presented.
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Affiliation(s)
- Duncan R Groebe
- Biological Screening, Abbott Laboratories, Abbott Park, IL, USA.
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7
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Cho CF, Behnam Azad B, Luyt LG, Lewis JD. High-throughput screening of one-bead-one-compound peptide libraries using intact cells. ACS COMBINATORIAL SCIENCE 2013; 15:393-400. [PMID: 23819541 DOI: 10.1021/co4000584] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Screening approaches based on one-bead-one-compound (OBOC) combinatorial libraries have facilitated the discovery of novel peptide ligands for cellular targeting in cancer and other diseases. Recognition of cell surface proteins is optimally achieved using live cells, yet screening intact cell populations is time-consuming and inefficient. Here, we evaluate the Complex Object Parametric Analyzer and Sorter (COPAS) large particle biosorter for high-throughput sorting of bead-bound human cell populations. When a library of RGD-containing peptides was screened against human cancer cells that express αvβ3 integrin, it was found that bead-associated cells are rapidly dissociated when sorted through the COPAS instrument. When the bound cells were reversibly cross-linked onto the beads, however, we demonstrated that cell/bead mixtures can be sorted quickly and accurately. This reversible cross-linking approach is compatible with matrix-assisted laser desorption ionization time-of-flight mass spectrometry-based peptide sequence deconvolution. This approach should allow one to rapidly screen an OBOC library and identify novel peptide ligands against cell surface targets in their native conformation.
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Affiliation(s)
- Choi-Fong Cho
- Translational Prostate Cancer
Research Group, University of Alberta,
5-142C Katz Group Building, 114th Street and 87th Avenue, Edmonton,
AB, T6G 2E1 Canada
| | - Babak Behnam Azad
- Departments
of Chemistry, Oncology,
and Medical Imaging, Western University, London, ON, N6A 5C1 Canada
| | - Leonard G. Luyt
- Departments
of Chemistry, Oncology,
and Medical Imaging, Western University, London, ON, N6A 5C1 Canada
| | - John D. Lewis
- Translational Prostate Cancer
Research Group, University of Alberta,
5-142C Katz Group Building, 114th Street and 87th Avenue, Edmonton,
AB, T6G 2E1 Canada
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8
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Ding Y, Huang E, Lam KS, Pan T. Microfluidic impact printer with interchangeable cartridges for versatile non-contact multiplexed micropatterning. LAB ON A CHIP 2013; 13:1902-10. [PMID: 23525299 PMCID: PMC4565160 DOI: 10.1039/c3lc41372a] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
Biopatterning has been increasingly used for well-defined cellular microenvironment, patterned surface topology, and guided biological cues; however, it meets challenges on biocompatibility, thermal and chemical sensitivity, as well as limited availability of reagents. In this paper, we aim at combining the desired features from non-contact inkjet printing and dot-matrix impact printing to establish a versatile multiplexed micropatterning platform, referred to as Microfluidic Impact Printer (MI-Printer), for emerging biomedical applications. Using this platform, we can achieve the distinct features of no cross-contamination, sub-microliter ink loading with a minimal dead volume, high-throughput printing, biocompatible non-contact processing, sequential patterning with self-alignment, wide adaptability for complex media (e.g., cell suspension or colloidal solutions), interchangeable/disposable cartridge design, and simple assembly and configuration, all highly desirable towards laboratory-based research and development. Specifically, the printing resolution of the MI-printer platform has been experimentally characterized and theoretically analysed. Optimal printing resolution of 80 μm has been repeatedly obtained. Furthermore, two useful functions of the MI-printer, multiplexed printing and combinatorial printing, have been experimentally demonstrated with less than 10 μm misalignment. Moreover, molecular and biological patterning, utilizing the multiplexed and combinatorial printing, has been implemented to illustrate the utility of this versatile printing technique for emerging biomedical applications.
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Affiliation(s)
- Yuzhe Ding
- Micro-Nano Innovations (MiNI) Laboratory, Biomedical Engineering, University of California, Davis, CA, USA
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9
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Townsend JB, Shaheen F, Liu R, Lam KS. Jeffamine derivatized TentaGel beads and poly(dimethylsiloxane) microbead cassettes for ultrahigh-throughput in situ releasable solution-phase cell-based screening of one-bead-one-compound combinatorial small molecule libraries. ACTA ACUST UNITED AC 2010; 12:700-12. [PMID: 20593859 DOI: 10.1021/cc100083f] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A method to efficiently immobilize and partition large quantities of microbeads in an array format in microfabricated poly(dimethylsiloxane) (PDMS) cassette for ultrahigh-throughput in situ releasable solution-phase cell-based screening of one-bead-one-compound (OBOC) combinatorial libraries is described. Commercially available Jeffamine triamine T-403 (∼440 Da) was derivatized such that two of its amino groups were protected by Fmoc and the remaining amino group capped with succinic anhydride to generate a carboxyl group. This resulting trifunctional hydrophilic polymer was then sequentially coupled two times to the outer layer of topologically segregated bilayer TentaGel (TG) beads with solid phase peptide synthesis chemistry resulting in beads with increased loading capacity, hydrophilicity, and porosity at the outer layer. We have found that such bead configuration can facilitate ultrahigh-throughput in situ releasable solution-phase screening of OBOC libraries. An encoded releasable OBOC small molecule library was constructed on Jeffamine derivatized TG beads with library compounds tethered to the outer layer via a disulfide linker and coding tags in the interior of the beads. Compound-beads could be efficiently loaded (5-10 min) into a 5 cm diameter Petri dish containing a 10,000-well PDMS microbead cassette, such that over 90% of the microwells were each filled with only one compound-bead. Jurkat T-lymphoid cancer cells suspended in Matrigel were then layered over the microbead cassette to immobilize the compound-beads. After 24 h of incubation at 37 °C, dithiothreitol was added to trigger the release of library compounds. Forty-eight hours later, MTT reporter assay was used to identify regions of reduced cell viability surrounding each positive bead. From a total of about 20,000 beads screened, 3 positive beads were detected and physically isolated for decoding. A strong consensus motif was identified for these three positive compounds. These compounds were resynthesized and found to be cytotoxic (IC(50) 50-150 μM) against two T-lymphoma cell lines and less so against the MDA-MB 231 breast cancer cell line. This novel ultrahigh-throughput OBOC releasable method can potentially be adapted to many existing 96- or 384-well solution-phase cell-based or biochemical assays.
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Affiliation(s)
- Jared B Townsend
- Department of Biochemistry and Molecular Medicine, Division of Hematology & Oncology, University of California Davis Cancer Center, University of California Davis, 4501 X Street, Sacramento, California 95817, USA
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10
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Baek HG, Liu R, Lam KS. Development of hydrogel TentaGel shell-core beads for ultrahigh throughput solution-phase screening of encoded OBOC combinatorial small molecule libraries. ACTA ACUST UNITED AC 2009; 11:91-102. [PMID: 19061339 DOI: 10.1021/cc800092y] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The one-bead one-compound (OBOC) combinatorial library method enables the rapid generation and screening of millions of discrete chemical compounds on beads. Most of the OBOC screening methods require the library compounds to remain tethered to the bead during screening process. Methods have also been developed to release library compounds from immobilized beads for in situ solution phase or "lawn" assays. However, this latter approach, while extremely powerful, is severely limited by the lack of suitable solid supports for such assays. Here, we report on the development of a novel hydrogel TentaGel shell-core (HTSC) bead in which hydrogel is grafted onto the polystyrene-based TentaGel (TG) bead as an outer shell (5-80 mum thick) via free radical surface-initiated polymerization. This novel shell-core bilayer resin enables the preparation of encoded OBOC combinatorial small molecule libraries, such that the library compounds reside on the highly hydrophilic outer layer and the coding tags reside in the polystyrene-based TG core. Using fluorescein as a model small molecule compound, we have demonstrated that fluorescein molecules that have been linked covalently to the hydrogel shell via a disulfide bond could readily diffuse out of the hydrogel layer into the bead surrounding after reduction with dithiothreitol. In contrast, under identical condition, the released fluorescein molecules remained bound to unmodified TG bead. We have prepared an encoded OBOC small molecule library on the novel shell-core beads and demonstrated that the beads can be readily decoded.
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Affiliation(s)
- Hyoung Gee Baek
- Division of Hematology and Oncology, Department of Internal Medicine, University of California Davis Cancer Center, Sacramento, California 95817, USA
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11
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Collard D, Takeuchi S, Fujita H. MEMS technology for nanobio research. Drug Discov Today 2008; 13:989-96. [PMID: 18835363 DOI: 10.1016/j.drudis.2008.07.011] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2008] [Revised: 07/18/2008] [Accepted: 07/21/2008] [Indexed: 10/21/2022]
Abstract
Micro- and nanotechnology have gathered 20 years of increasing research efforts. This research activity began and developed with the design and the fabrication of micro- and nanomechanisms, sensors and actuators, which range from 10nm to 100mum. More recent trends focus on the transfer of this technology know-how towards nanobiological topics and very wide range applications can be addressed. Among them, this review proposes various examples that include MEMS tweezers for molecular direct handling and characterization, single molecular characterization in femto-L chambers and dynamic microarray for cell positioning. The micromachined devices are described with bio-oriented experiences that are relevant to foresee their future contribution to drug discovery.
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Affiliation(s)
- Dominique Collard
- Center for International Research on MicroMechatronics, Institute of Industrial Science, The University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8505, Japan.
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12
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Vivès E, Schmidt J, Pèlegrin A. Cell-penetrating and cell-targeting peptides in drug delivery. Biochim Biophys Acta Rev Cancer 2008; 1786:126-38. [PMID: 18440319 DOI: 10.1016/j.bbcan.2008.03.001] [Citation(s) in RCA: 194] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2007] [Revised: 03/21/2008] [Accepted: 03/26/2008] [Indexed: 12/19/2022]
Abstract
During the last decade, the potential of peptides for drug delivery into cells has been highlighted by the discovery of several cell-penetrating peptides (CPPs). CPPs are very efficient in delivering various molecules into cells. However, except in some specific cases, their lack of cell specificity remains the major drawback for their clinical development. At the same time, various peptides with specific binding activity for a given cell line (cell-targeting peptides) have also been reported in the literature. One of the goals of the next years will be to optimize the tissue and cell delivery of therapeutic molecules by means of peptides which combine both targeting and internalization advantages. In this review, we describe the main strategies that are currently in use or likely to be employed in the near future to associate both targeting and delivery properties.
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Affiliation(s)
- Eric Vivès
- IRCM, Institut de Recherche en Cancérologie de Montpellier, Montpellier, F-34298, France.
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13
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Miyamoto S, Liu R, Hung S, Wang X, Lam KS. Screening of a one bead-one compound combinatorial library for beta-actin identifies molecules active toward Ramos B-lymphoma cells. Anal Biochem 2007; 374:112-20. [PMID: 18023409 DOI: 10.1016/j.ab.2007.10.028] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2007] [Revised: 10/11/2007] [Accepted: 10/15/2007] [Indexed: 11/25/2022]
Abstract
The search for small molecules that specifically recognize protein targets is a laborious process if conducted in a one protein-one compound manner. A high-throughput antibody-based screening of one bead-one compound (OBOC) combinatorial small molecule libraries is described here, whereby libraries containing thousands of different small molecule ligands are synthesized on individual TentaGel beads and simultaneously screened for protein binding to individual beads, each with a different compound. The use of OBOC libraries greatly facilitates this simultaneous screening of thousands of compounds. Now, through the use of monoclonal or affinity-purified antibodies, small molecules that bind a particular protein contained in a complex mixture of biological molecules have been identified. This method identified small molecule ligands that bound beta-actin present in cytoplasmic cell extracts of Ramos B-lymphoma cells. These small molecule ligands were resynthesized in immobilized and soluble forms and tested for binding of beta-actin present in Ramos B-cell extracts and for activity against Ramos lymphoma cells. This high-throughput screening immunoassay method has great promise for improving our ability to find relevant, bioactive small molecules that target a specific native protein in a complex protein mixture without purification of the protein.
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Affiliation(s)
- Suzanne Miyamoto
- Division of Hematology and Oncology, Department of Internal Medicine, University of California Davis Cancer Center, University of California Davis, Sacramento, CA 95817, USA.
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14
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Aina OH, Liu R, Sutcliffe JL, Marik J, Pan CX, Lam KS. From Combinatorial Chemistry to Cancer-Targeting Peptides. Mol Pharm 2007; 4:631-51. [PMID: 17880166 DOI: 10.1021/mp700073y] [Citation(s) in RCA: 220] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Several monoclonal antibodies that target cell surface receptors have gained approval by the U.S. Food and Drug Administration and are widely used in the treatment of some cancers. These include but are not limited to the anti-CD20 antibody Rituximab, used in lymphoma treatment, as well as anti-HER-2 antibody for breast cancer therapy. The efficacy of this cancer immunotherapy modality is, however, limited by the large size of the antibody (160 kd) and its relatively nonspecific binding to the reticuloendothelial system. This latter property is particularly problematic if the antibody is used as a vehicle to deliver radionuclides, cytotoxic drugs, or toxins to the tumor site. Peptides, peptidomimetic, or small molecules are thus attractive as alternative cell surface targeting agents for cancer imaging and therapy. Cancer cell surface targeting peptides can be derived from known native peptide hormones such as somatostatin and bombesin, or they can be identified through screening combinatorial peptide libraries against unknown cell surface receptor targets. Phage-display peptide library and one-bead one-compound (OBOC) combinatorial library methods have been successfully used to discover peptides that target cancer cells or tumor blood vessel endothelial cells. The phage-display peptide library method, because of its biological nature, can only display l-amino acid peptides. In contrast, the OBOC combinatorial library method allows for bead-surface display of peptides that contain l-amino acids, d-amino acids, unnatural amino acids, or other organic moieties. We have successfully used the OBOC method to discover and optimize ligands against unique cell surface receptors of prostate cancer, T- and B-cell lymphoma, as well as ovarian and lung cancers, and we have used some of these peptides to image xenografts in nude mice with high specificity. Here, we (i) review the literature on the use of phage-display and OBOC combinatorial library methods to discover cancer and tumor blood vessel targeting ligands, and (ii) report on the use of an ovarian cancer targeting ligand, OA02, as an in vivo PET imaging probe in a xenograft model in nude mice.
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Affiliation(s)
- Olulanu H Aina
- U.C. Davis Cancer Center, Division of Hematology/Oncology, Department of Internal Medicine, University of California-Davis, 4501 X Street, Sacramento, CA 95817, USA
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15
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Miyashita M, Otake Y, Oda M, Miyagawa H. Development of a high-throughput screening method using a cell-based, lawn format assay for the identification of novel plant defense activators from combinatorial peptide libraries. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2007; 55:806-11. [PMID: 17263478 DOI: 10.1021/jf062930t] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Plants respond to attack by pathogens through various defense mechanisms. These defense responses are triggered by a variety of molecules derived from pathogenic microorganisms as well as host plants. In this study, we developed a high-throughput screening method using a cell-based lawn format assay for the identification of novel peptides that can induce plant defense responses from combinatorial peptide libraries. Solid-phase peptide libraries were synthesized using a photocleavable linker and immobilized using agarose gel. The peptides were partially cleaved from beads, and the agarose gel was layered on the tobacco cells. The defense response was then observed by detecting the generated H2O2 using a sensitive H2O2 indicator dye, N-(carboxymethylaminocarbonyl)-4,4'-bis(dimethylamino)diphenylamine sodium salt (DA-64). Using this assay format, a 6859-member peptide library based on the sequence of flagellin-derived peptides was screened, and several structural features important for the activity were obtained.
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Affiliation(s)
- Masahiro Miyashita
- Graduate School of Agriculture, Kyoto University, Kyoto 606-8502, Japan.
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16
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Tan WH, Takeuchi S. A trap-and-release integrated microfluidic system for dynamic microarray applications. Proc Natl Acad Sci U S A 2007; 104:1146-51. [PMID: 17227861 PMCID: PMC1783141 DOI: 10.1073/pnas.0606625104] [Citation(s) in RCA: 330] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Dynamic microarrays hold great promise for advancing research in proteomics, diagnostics and drug discovery. However, this potential has yet to be fully realized due to the lack of reliable multifunctional platforms to transport and immobilize particles, infuse reagents, observe the reaction, and retrieve selected particles. We achieved all these functions in a single integrated device through the combination of hydrodynamic and optical approaches. Hydrodynamic forces allow simultaneous transportation and immobilization of large number of particles, whereas optical-based microbubble technique for bead retrieval gives dexterity in handling individual particles without complicated circuitry. Based on the criterion derived in this paper, the device was designed, and fabricated using standard photolithography and soft lithography methods. We examined the dynamics of bubble formation and dissipation in the device, and parametric studies revealed that higher power settings at short intervals were more efficient than low power settings at longer intervals for bead retrieval. We also demonstrated the capabilities of our device and its potential as a tool for screening methods such as the "one-bead-one-compound" (OBOC) combinatorial library method. Although both approaches, hydrodynamic confinement and optical-based microbubbles, are presented in one device, they can also be separately used for other applications in microchip devices.
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Affiliation(s)
- Wei-Heong Tan
- *Center for International Research on MicroMechatronics, University of Tokyo, Institute of Industrial Science, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8505, Japan; and
| | - Shoji Takeuchi
- *Center for International Research on MicroMechatronics, University of Tokyo, Institute of Industrial Science, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8505, Japan; and
- Precursory Research for Embryonic Science and Technology, Japan Science and Technology Agency, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
- To whom correspondence should be addressed. E-mail:
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17
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Isbell JJ, Zhou Y, Guintu C, Rynd M, Jiang S, Petrov D, Micklash K, Mainquist J, Ek J, Chang J, Weselak M, Backes BJ, Brailsford A, Shave D. Purifying the masses: integrating prepurification quality control, high-throughput LC/MS purification, and compound plating to feed high-throughput screening. ACTA ACUST UNITED AC 2006; 7:210-7. [PMID: 15762748 DOI: 10.1021/cc049892f] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
In this paper we report using a parallel, four-channel HPLC/MUX/MS purification system, the Purification Factory, to purify thousands of compounds destined for high-throughput screening in a single month. The maximum sample throughput during this 20-workday month was 704 samples/day. Since this purification throughput exceeded the postpurification sample and data handling capabilities provided by commercial solutions, a custom-integrated solution was designed to address these shortcomings. In this paper we detail the key improvements in automation, solvent handling, and sample handling logistics implemented to sustain a mean throughput of 528 samples/day over a multimonth time period.
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Affiliation(s)
- John J Isbell
- Genomics Institute of the Novartis Research Foundation (GNF), 10675 John Jay Hopkins Drive, San Diego, California 92121, USA
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18
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Kumaresan PR, Lam KS. Screening chemical microarrays: methods and applications. MOLECULAR BIOSYSTEMS 2006; 2:259-70. [PMID: 16880944 DOI: 10.1039/b602004f] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
- Pappanaicken R Kumaresan
- Division of Hematology & Oncology, Department of Internal Medicine, UC Davis Cancer Center, University of California Davis, 4501 X Street, Sacramento, CA 95817, USA
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19
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Liu R, Wang X, Song A, Bao T, Lam K. Development and Applications of Topologically Segregated Bilayer Beads in One-bead One-compound Combinatorial Libraries. ACTA ACUST UNITED AC 2005. [DOI: 10.1002/qsar.200540010] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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20
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Navre M. Application of combinatorial chemistry to antimicrobial drug discovery. Expert Opin Investig Drugs 2005; 7:1257-71. [PMID: 15992029 DOI: 10.1517/13543784.7.8.1257] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The emergence of pathogens resistant to currently available treatments is seen as a public health crisis. Since few new classes of antimicrobial drugs have been developed in the last two decades, it is becoming increasingly probable that healthcare providers will be faced with infections for which no chemotherapeutic agent is available. A renewed emphasis is being placed on employing the most advanced drug discovery technologies in the development of new antimicrobials. The recently introduced technologies of combinatorial chemistry offer new sources of chemical diversity, as well as methods with which to produce and rapidly test them. In the last few years, many groups have adopted a number of approaches in order to apply combinatorial chemistry to antimicrobial drug discovery. These combinatorial strategies, and the manner in which they are used to develop new screening formats or to identify new chemical leads are, reviewed.
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Affiliation(s)
- M Navre
- Affymax Research Institute, Santa Clara, CA 95051, USA
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21
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Abstract
With an information explosion on the molecular mechanism of oncogenesis, the completion of the human genome sequence project, and the advances in genomic and proteomic methods, many therapeutic targets for various cancers have been identified. It is timely that a number of new drug development techniques have been developed in this last decade. Candidate drug targets can now be efficiently validated with RNA interference and transgenic animals studies. Combinatorial chemistry provides large numbers of chemical compounds for drug lead discovery and optimization. High throughput assays and high content cell-based assays, in conjunction with sophisticated robotics, are now available for screening large numbers of compounds. Based on X-ray crystallographic structure data, drug leads can be discovered through in silico screening of virtual libraries. By applying these various drug discovery techniques, it is anticipated that more potent and specific anti-cancer agents will be discovered within the next decade.
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Affiliation(s)
- Ruiwu Liu
- Division of Hematology & Oncology, Department of Internal Medicine, UC Davis Cancer Center, University of California at Davis, 4501 X Street, Sacramento, CA 95817, USA
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22
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Abstract
This review describes recent developments in the evolutionary process of microarrayed compound screening (microARCS to become a robust and efficient ultra-high-throughput screening technology. Improvements in compound spotting (including new quality-control methods), gel casting and imaging, together with software capable of automatic analysis and deconvolution of images, have helped to streamline the screening process. A variety of screening projects using cell-based and non-cell-based approaches have been successfully concluded using microARCS. Comparison of hits derived from standard microtitre-plate-based screening and from microARCS reveals excellent overlap. Furthermore, there seems to be no bias towards finding compounds within a particular range of logP values, even though compounds are solubilized from a dry state during the course of the assay.
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Affiliation(s)
- Michael Hoever
- Discovery Partners International AG, Gewerbestrasse 16, CH-4123 Allschwil, Switzerland.
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23
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Marron BE, Jayawickreme CK. Going to the well no more: lawn format assays for ultra-high-throughput screening. Curr Opin Chem Biol 2003; 7:395-401. [PMID: 12826128 DOI: 10.1016/s1367-5931(03)00064-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Screening in a 'well-less' or lawn format provides a means to screen large compound collections against many targets in a fast, versatile and cost effective manner. The development of generic lawn format assays to screen various gene families against large compound collections should facilitate the identification of hits and tools to use in drug discovery and chemogenomic endeavours. Lawn format holds particular promise for screening GPCRs and selected enzyme families with potential use in other gene families.
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Affiliation(s)
- Brian E Marron
- Icagen Inc., 4222 Emperor Blvd, Suite 390, Durham NC 27703, USA.
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24
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Abstract
The field of combinatorial peptide chemistry has emerged as a powerful tool in the study of many biological systems. This review focuses on combinatorial peptide library methodology, which includes biological library methods, spatially addressable parallel library methods, library methods requiring deconvolution, the "one-bead one-compound" library method, and affinity chromatography selection method. These peptide libraries have successfully been employed to study a vast array of cell surface receptors, as well as have been useful in identifying protein kinase substrates and inhibitors. In recent immunobiological applications, peptide libraries have proven monumental in the definition of MHC anchor residues, in lymphocyte epitope mapping, and in the development of peptide vaccines. Peptides identified from such libraries, when presented in a chemical microarray format, may prove useful in immunodiagnostics. Combinatorial peptide libraries offer a high-throughput approach to study limitless biological targets. Peptides discovered from such studies may be therapeutically and diagnostically useful agents.
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Affiliation(s)
- Ruiwu Liu
- UC Davis Cancer Center, Division of Hematology/Oncology, and Department of Internal Medicine, University of California Davis, Sacramento, CA, USA
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25
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Abstract
Microstructured silicon wafers were employed as miniaturized solid-phase reaction vessels as well as miniaturized micro titer plates. Employing piezoelectric drop-on-demand liquid jets, a combinatorial library of 256 Peptides was synthesized on single beads. The synthesis protocol was associated to the location in the silicon nano-well arrangement. Products were photolytically cleaved in the same well that was used for synthesis and subsequently interrogated for thrombin inhibition in a homogeneous competition assay. The assay procedure was based on drop-on-demand liquid delivery and laser induced fluorescence imaging. The novel format proved useful for the integration of both synthesis and screening into one platform, a prerequisite for an iterative, evolutionary approach towards drug discovery.
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Affiliation(s)
- D Vetter
- Graffinity Pharmaceutical Design GmbH, Heidelberg, Germany
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26
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Abstract
Combinatorial chemistry was first applied to the generation of peptide arrays in 1984. Since then, the field of combinatorial chemistry has evolved rapidly into a new discipline. There is a great need for the development of methods to examine the proteome functionally at a global level. Using many of the techniques and instruments developed for DNA microarrays, chemical microarray methods have advanced significantly in the past three years. High-density chemical microarrays can now be synthesized in situ on glass slides or be printed through covalent linkage or non-specific adsorption to the surface of the solid-support with fully automatic arrayers. Microfabrication methods enable one to generate arrays of microsensors at the end of optical fibers or arrays of microwells on a flat surface. In conjunction with the one-bead one-compound combinatorial library method, chemical microarrays have proven to be very useful in lead identification and optimization. High-throughput protein expression systems, robust high-density protein, peptide and small-molecule microarray systems, and automatic mass spectrometers are critical tools for the field of functional proteomics.
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Affiliation(s)
- Kit S Lam
- Division of Hematology and Oncology, UCD Cancer Center, 4501 X Street, Sacramento CA 95817, USA.
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27
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Schurdak ME, Voorbach MJ, Gao L, Cheng X, Comess KM, Rottinghaus SM, Warrior U, Truong HN, Burns DJ, Beutel BA. Complex gel permeation assays for screening combinatorial libraries. JOURNAL OF BIOMOLECULAR SCREENING 2001; 6:313-23. [PMID: 11689131 DOI: 10.1177/108705710100600505] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Gel permeation methods have been commonly used to screen combinatorial libraries synthesized on a solid support. We report here three screens of combinatorial libraries using gel permeation assays. These include a simple enzymatic assay to identify inhibitors of the influenza enzyme neuraminidase, and two more complex assays designed to screen for inhibitors of the interleukin-8 (IL-8)-IL-8 receptor and the urokinase-urokinase receptor interactions, respectively. The IL-8 ligand-receptor assay makes use of IL-8 receptor-expressing cells attached to a membrane, thus enabling washing steps as part of the assay. The urokinase ligand-receptor assay employs an enzyme-linked immunosorbent assay-type format, previously thought to be amenable only to well-based assays. The results of these three screens are reported here, including the discovery of a novel series of acyclic inhibitors of neuraminidase. The development of complex assays in a gel permeation format allows for the routine screening of combinatorially as well as noncombinatorially made compound collections against virtually any kind of target, and is being widely used in our high throughput screening operations.
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Affiliation(s)
- M E Schurdak
- Department of Biological Screening, Abbott Laboratories, Abbott Park, IL 60064-3500, USA.
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28
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Lawrence NJ, Rennison D, McGown AT, Ducki S, Gul LA, Hadfield JA, Khan N. Linked parallel synthesis and MTT bioassay screening of substituted chalcones. JOURNAL OF COMBINATORIAL CHEMISTRY 2001; 3:421-6. [PMID: 11549359 DOI: 10.1021/cc000075z] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A 644-membered library of chalcones was prepared by parallel synthesis using the Claisen-Schmidt base-catalyzed aldol condensation of substituted acetophenones and benzaldehydes. The cytotoxicity of these chalcones was conveniently determined upon the crude products directly in 96-well microtiter test plates by the conventional MTT assay. This method revealed seven chalcones of IC(50) less than 1 microM of which 4'-hydroxy-2,4,6,3'-tetramethoxychalcone (5a) was the most active [IC(50) (K562), 30 nM]; it causes cell cycle arrest at the G(2)/M point and binds to tubulin at the colchicine binding site.
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Affiliation(s)
- N J Lawrence
- Department of Chemistry, University of Manchester Institute of Science and Technology, P.O. Box 88, Manchester, M60 1QD, UK.
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29
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Burns DJ, Kofron JL, Warrior U, Beutel BA. Well-less, gel-permeation formats for ultra-HTS. Drug Discov Today 2001. [DOI: 10.1016/s1359-6446(01)00152-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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30
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Appel JR, Johnson J, Narayanan VL, Houghten RA. Identification of novel antitumor agents from mixture-based synthetic combinatorial libraries using cell-based assays. Mol Divers 1999; 4:91-102. [PMID: 10425632 DOI: 10.1023/a:1026441400053] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
A new strategy is presented here which integrates combinatorial library technology with the antitumor in vitro screening system at the National Cancer Institute in the search for novel antitumor agents. Mixture-based synthetic combinatorial libraries (SCLs) representing hundreds of thousands to millions of individual compounds were screened against the cell-based assay, which evaluates compounds for their ability to inhibit the growth of 60 different human tumor cell lines. Five different SCLs, composed of peptides, peptidomimetics, polyamines or small molecules were first tested against three cell lines to identify the most active SCLs. Two SCLs, namely the N-perbenzylated pentamine and the N-acylated permethylated triamine, were deconvoluted to yield individual compounds having significant activities against the 60 tumor cell lines. Active compounds were tested in mice to determine the maximum tolerated dose, followed by in vivo testing in a hollow fiber assay. Using this strategy, three different compounds identified directly from SCLs are currently being evaluated in human tumor xenografts. This study demonstrates for the first time the use of in vitro cell-based assays to identify antitumor lead compounds from mixture-based combinatorial libraries.
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Affiliation(s)
- J R Appel
- Torrey Pines Institute for Molecular Studies, San Diego, CA 92121, USA.
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31
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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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32
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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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33
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Lebl M. Parallel personal comments on "classical" papers in combinatorial chemistry. JOURNAL OF COMBINATORIAL CHEMISTRY 1999; 1:3-24. [PMID: 10746012 DOI: 10.1021/cc9800327] [Citation(s) in RCA: 79] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- M Lebl
- Trega Biosciences, San Diego, California 92121, USA
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34
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Silen JL, Lu AT, Solas DW, Gore MA, MacLean D, Shah NH, Coffin JM, Bhinderwala NS, Wang Y, Tsutsui KT, Look GC, Campbell DA, Hale RL, Navre M, DeLuca-Flaherty CR. Screening for novel antimicrobials from encoded combinatorial libraries by using a two-dimensional agar format. Antimicrob Agents Chemother 1998; 42:1447-53. [PMID: 9624492 PMCID: PMC105620 DOI: 10.1128/aac.42.6.1447] [Citation(s) in RCA: 50] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
A sensitive lawn-based format has been developed to screen bead-tethered combinatorial chemical libraries for antimicrobial activity. This method has been validated with beads linked to penicillin V via a photocleavable chemical linker in several analyses including a spike-and-recover experiment. The lawn-based screen sensitivity was modified to detect antibacterial compounds of modest potency, and a demonstration experiment with a naive combinatorial library of over 46,000 individual triazines was evaluated for antibacterial activity. Numerous hits were identified, and both active and inactive compounds were resynthesized and confirmed in traditional broth assays. This demonstration experiment suggests that novel antimicrobial compounds can be easily identified from very large combinatorial libraries of small, nonpeptidic compounds.
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Affiliation(s)
- J L Silen
- Affymax Research Institute, Santa Clara, California 95051, USA
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35
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Lam KS, Sroka T, Chen ML, Zhao Y, Lou Q, Wu J, Zhao ZG. Application of "one-bead one-compound" combinatorial library methods in signal transduction research. Life Sci 1998; 62:1577-83. [PMID: 9585139 DOI: 10.1016/s0024-3205(98)00110-6] [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: 02/07/2023]
Abstract
Using a "split-synthesis" solid phase synthetic approach, bead libraries can be generated such that each bead displays only one chemical entity. This "one-bead one-compound" combinatorial library can then be assayed for specific biological properties using either a solid-phase on-bead binding or functional assay, or a releasable solution phase assay. Positive compound-beads can then be isolated for structure determination. Various assay systems to screen such a "one-bead one-compound" library are described. We have used this combinatorial library method to discover peptides that bind to the cell surface immunoglobulins of murine lymphoma cells. Such peptides, when presented in an oligomeric form to a lymphoma cell are able to induce signal transduction. Additionally, we have also applied the "one-bead one-compound" combinatory library approach to elucidate peptide substrate motifs for protein tyrosine kinases. Multiple distinct peptide motifs were identified for p60(c-src) protein tyrosine kinase. Using the identified peptide substrates as templates, potent and highly specific pseudosubstrate-based peptide inhibitors were developed.
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Affiliation(s)
- K S Lam
- Arizona Cancer Center, Department of Medicine, College of Medicine, University of Arizona, Tucson 85724-5024, USA
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36
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Boutin JA, Gesson I, Henlin JM, Bertin S, Lambert PH, Volland JP, Fauchère JL. Limitations of the coupling of amino acid mixtures for the preparation of equimolar peptide libraries. Mol Divers 1998; 3:43-60. [PMID: 9527476 DOI: 10.1023/a:1009602707067] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The standard method of peptide library synthesis involves coupling steps in which a single amino acid is reacted with a mixture of resin-bound amino acids. The more recently described positional scanning strategy (in which each position in the peptide sequence is occupied in turn by a single residue) is different since it involves the coupling of mixtures of amino acids to mixtures of resin-bound amino acids. In the present study, we analyze the compounds produced under these conditions measuring coupling rates and amounts of formed products, using mainly UV, HPLC, LC/MS and MS/MS techniques. Our data do not permit to conclude that the resulting libraries are complete. Indeed, our analytical data indicate that a large part of the di-, tri- and tetrapeptides synthesized with this method are not present in the final mixture. Although chemical compensation (in which poor coupling kinetics is compensated by a larger excess of the incoming amino acid) has been thought to counterbalance these biases, our experiments show that the compensation method does not take into account the crucial influence of the resin-bound amino acid and that even the dipeptide libraries obtained in this way are far from completeness. The present work provides strong evidence that the coupling of mixtures of amino acids to resin-bound residues, which is required by the positional scanning strategy, results in incomplete and/or non-equimolar libraries. It also clearly confirms that coupling rates in solid-phase peptide synthesis are dependent on the nature of both the incoming and the immobilized amino acid.
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Affiliation(s)
- J A Boutin
- Department of Peptide and Combinatorial Chemistry, Institut de Recherches SERVIER, Suresnes, France
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37
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Ostergaard S, Holm A. Peptomers: a versatile approach for the preparation of diverse combinatorial peptidomimetic bead libraries. Mol Divers 1998; 3:17-27. [PMID: 9527474 DOI: 10.1023/a:1009698507588] [Citation(s) in RCA: 44] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
This report describes a versatile approach in the generation of peptidomimetic bead libraries. The method is based on the preparation of peptide-peptoid hybrids using the portioning-mixing procedure, which gives diverse peptidomimetic bead libraries composed of peptides, peptoids and peptide-peptoid hybrids. We term these peptomers, from peptide-peptoid hybrid polymers. The synthesis of the peptomers is easily accomplished by adapting the peptoid synthesis strategy, in which a primary amine reacts with bromoacetic acid, and we combine this methodology with conventional peptide synthesis. The sequence of the active compound is deduced by conventional microsequencing using Edman degradation chemistry, thus avoiding the synthesis of a coding structure or the addition of molecular tags. We demonstrate the utility of the peptomer approach by the synthesis of a bead library together with the identification of novel peptidomimetic ligands binding to the macromolecular targets streptavidin and the insulin receptor.
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38
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Affiliation(s)
- M Lebl
- Trega Biosciences, Inc., San Diego, California 92121, USA
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39
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Lam KS, Lebl M, Krchnák V. The "One-Bead-One-Compound" Combinatorial Library Method. Chem Rev 1997; 97:411-448. [PMID: 11848877 DOI: 10.1021/cr9600114] [Citation(s) in RCA: 507] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Kit S. Lam
- Arizona Cancer Center, Department of Medicine, Department of Microbiology and Immunology, 1501 N. Campbell Avenue, Tucson, Arizona 85724, and Houghten Pharmaceuticals Inc., 3550 General Atomics Court, San Diego, California 92121
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40
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41
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Beutel BA. Chapter 26. Discovery and Identification of Lead Compounds from Combinatorial Mixtures. ANNUAL REPORTS IN MEDICINAL CHEMISTRY 1997. [DOI: 10.1016/s0065-7743(08)61484-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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