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Fan Y, Feng R, Zhang X, Wang ZL, Xiong F, Zhang S, Zhong ZF, Yu H, Zhang QW, Zhang Z, Wang Y, Li G. Encoding and display technologies for combinatorial libraries in drug discovery: The coming of age from biology to therapy. Acta Pharm Sin B 2024; 14:3362-3384. [PMID: 39220863 PMCID: PMC11365444 DOI: 10.1016/j.apsb.2024.04.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 03/19/2024] [Accepted: 04/08/2024] [Indexed: 09/04/2024] Open
Abstract
Drug discovery is a sophisticated process that incorporates scientific innovations and cutting-edge technologies. Compared to traditional bioactivity-based screening methods, encoding and display technologies for combinatorial libraries have recently advanced from proof-of-principle experiments to promising tools for pharmaceutical hit discovery due to their high screening efficiency, throughput, and resource minimization. This review systematically summarizes the development history, typology, and prospective applications of encoding and displayed technologies, including phage display, ribosomal display, mRNA display, yeast cell display, one-bead one-compound, DNA-encoded, peptide nucleic acid-encoded, and new peptide-encoded technologies, and examples of preclinical and clinical translation. We discuss the progress of novel targeted therapeutic agents, covering a spectrum from small-molecule inhibitors and nonpeptidic macrocycles to linear, monocyclic, and bicyclic peptides, in addition to antibodies. We also address the pending challenges and future prospects of drug discovery, including the size of screening libraries, advantages and disadvantages of the technology, clinical translational potential, and market space. This review is intended to establish a comprehensive high-throughput drug discovery strategy for scientific researchers and clinical drug developers.
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Affiliation(s)
- Yu Fan
- Macao Centre for Research and Development in Chinese Medicine, State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
- Zhuhai UM Science and Technology Research Institute, Zhuhai 519031, China
| | - Ruibing Feng
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
| | - Xinya Zhang
- Macao Centre for Research and Development in Chinese Medicine, State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
- Zhuhai UM Science and Technology Research Institute, Zhuhai 519031, China
| | - Zhen-Liang Wang
- Geriatric Medicine, First People's Hospital of XinXiang and the Fifth Affiliated Hospital of Xinxiang Medical College, Xinxiang 453100, China
| | - Feng Xiong
- Shenzhen Innovation Center for Small Molecule Drug Discovery Co., Ltd., Shenzhen 518000, China
| | - Shuihua Zhang
- Shenzhen Innovation Center for Small Molecule Drug Discovery Co., Ltd., Shenzhen 518000, China
| | - Zhang-Feng Zhong
- Macao Centre for Research and Development in Chinese Medicine, State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
| | - Hua Yu
- Macao Centre for Research and Development in Chinese Medicine, State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
| | - Qing-Wen Zhang
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
| | - Zhang Zhang
- International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development, Ministry of Education (MoE) of People's Republic of China, College of Pharmacy, Jinan University, Guangzhou 510632, China
- Department of Pharmacy, Guangzhou Red Cross Hospital, Faculty of Medical Science, Jinan University, Guangzhou 510632, China
| | - Yitao Wang
- Macao Centre for Research and Development in Chinese Medicine, State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
| | - Guodong Li
- Macao Centre for Research and Development in Chinese Medicine, State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR 999078, China
- Zhuhai UM Science and Technology Research Institute, Zhuhai 519031, China
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Bacon K, Menegatti S, Rao BM. Isolation of Single-Domain Antibodies to Transmembrane Proteins Using Magnetized Yeast Cell Targets. Methods Mol Biol 2022; 2446:95-119. [PMID: 35157270 DOI: 10.1007/978-1-0716-2075-5_5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
The isolation of binding ligands from yeast-displayed combinatorial libraries has typically relied on the use of a soluble, recombinantly expressed form of the target protein when performing magnetic selections or fluorescence-activated cell sorting. When identifying binding ligands, appropriate target protein expression and subsequent purification represents a significant bottleneck. As an alternative, we describe the use of target proteins expressed on the surface of magnetized yeast cells in the selection of yeast-displayed nanobody libraries. In this approach, yeast cells displaying the target protein also co-express an iron oxide-binding protein; incubation with iron oxide nanopowder results in magnetization of target-displaying cells. Alternatively, target-displaying cells are magnetized by nonspecific adsorption of iron oxide nanopowder. Subsequently, any library cells that interact with the magnetized target cells can be isolated using a magnet. Here, we detail protocols for the isolation of binders to membrane protein targets from a yeast display nanobody library using magnetized yeast cell targets. We provide guidance on how to generate magnetic yeast cell targets as well as library selection conditions to bias the isolation of high affinity binders. We also discuss how to assess the affinity and specificity of the isolated nanobodies using flow cytometry.
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Affiliation(s)
- Kaitlyn Bacon
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA
| | - Stefano Menegatti
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA
- Biomanufacturing Training and Education Center (BTEC), North Carolina State University, Raleigh, NC, USA
| | - Balaji M Rao
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA.
- Biomanufacturing Training and Education Center (BTEC), North Carolina State University, Raleigh, NC, USA.
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Bacon K, Bowen J, Reese H, Rao BM, Menegatti S. Use of Target-Displaying Magnetized Yeast in Screening mRNA-Display Peptide Libraries to Identify Ligands. ACS COMBINATORIAL SCIENCE 2020; 22:738-744. [PMID: 33089990 DOI: 10.1021/acscombsci.0c00171] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
This work presents the first use of yeast-displayed protein targets for screening mRNA-display libraries of cyclic and linear peptides. The WW domains of Yes-Associated Protein 1 (WW-YAP) and mitochondrial import receptor subunit TOM22 were adopted as protein targets. Yeast cells displaying WW-YAP or TOM22 were magnetized with iron oxide nanoparticles to enable the isolation of target-binding mRNA-peptide fusions. Equilibrium adsorption studies were conducted to estimate the binding affinity (KD) of select WW-YAP-binding peptides: KD values of 37 and 4 μM were obtained for cyclo[M-AFRLC-K] and its linear cognate, and 40 and 3 μM for cyclo[M-LDFVNHRSRG-K] and its linear cognate, respectively. TOM22-binding peptide cyclo[M-PELNRAI-K] was conjugated to magnetic beads and incubated with yeast cells expressing TOM22 and luciferase. A luciferase-based assay showed a 4.5-fold higher binding of TOM22+ yeast compared to control cells. This work demonstrates that integrating mRNA- and yeast-display accelerates the discovery of peptide ligands.
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Affiliation(s)
- Kaitlyn Bacon
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Room 2-009, Raleigh, North Carolina 27606, United States
| | - John Bowen
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Room 2-009, Raleigh, North Carolina 27606, United States
| | - Hannah Reese
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Room 2-009, Raleigh, North Carolina 27606, United States
| | - Balaji M Rao
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Room 2-009, Raleigh, North Carolina 27606, United States
- Biomanufacturing Training and Education Center (BTEC), North Carolina State University, 850 Oval Drive, Raleigh, North Carolina 27606, United States
| | - Stefano Menegatti
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Room 2-009, Raleigh, North Carolina 27606, United States
- Biomanufacturing Training and Education Center (BTEC), North Carolina State University, 850 Oval Drive, Raleigh, North Carolina 27606, United States
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Pandya P, Sayers RO, Ting JP, Morshedian S, Torres C, Cudal JS, Zhang K, Fitchett JR, Zhang Q, Zhang FF, Wang J, Durbin JD, Carrillo JJ, Espada A, Broughton H, Qian Y, Afshar S. Integration of phage and yeast display platforms: A reliable and cost effective approach for binning of peptides as displayed on-phage. PLoS One 2020; 15:e0233961. [PMID: 32479512 PMCID: PMC7263589 DOI: 10.1371/journal.pone.0233961] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Accepted: 05/16/2020] [Indexed: 12/11/2022] Open
Abstract
Hundreds of target specific peptides are routinely discovered by peptide display platforms. However, due to the high cost of peptide synthesis only a limited number of peptides are chemically made for further analysis. Here we describe an accurate and cost effective method to bin peptides on-phage based on binding region(s), without any requirement for peptide or protein synthesis. This approach, which integrates phage and yeast display platforms, requires display of target and its alanine variants on yeast. Flow cytometry was used to detect binding of peptides on-phage to the target on yeast. Once hits were identified, they were synthesized to confirm their binding region(s) by HDX (Hydrogen deuterium exchange) and crystallography. Moreover, we have successfully shown that this approach can be implemented as part of a panning process to deplete non-functional peptides. This technique can be applied to any target that can be successfully displayed on yeast; it narrows down the number of peptides requiring synthesis; and its utilization during selection results in enrichment of peptide population against defined binding regions on the target.
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Affiliation(s)
- Priyanka Pandya
- Department of Protein Engineering, Eli Lilly Biotechnology Center, San Diego, California, United States of America
| | - Robert O. Sayers
- Department of Protein Engineering, Eli Lilly Biotechnology Center, San Diego, California, United States of America
| | - Joey P. Ting
- Department of Protein Engineering, Eli Lilly Biotechnology Center, San Diego, California, United States of America
| | - Shaghayegh Morshedian
- Department of Protein Engineering, Eli Lilly Biotechnology Center, San Diego, California, United States of America
| | - Carina Torres
- Department of Protein Engineering, Eli Lilly Biotechnology Center, San Diego, California, United States of America
| | - Justine S. Cudal
- Department of Protein Engineering, Eli Lilly Biotechnology Center, San Diego, California, United States of America
| | - Kai Zhang
- Department of Protein Engineering, Eli Lilly Biotechnology Center, San Diego, California, United States of America
| | - Jonathan R. Fitchett
- Department of Protein Engineering, Eli Lilly Biotechnology Center, San Diego, California, United States of America
| | - Qing Zhang
- Department of Protein Engineering, Eli Lilly Biotechnology Center, San Diego, California, United States of America
| | - Feiyu F. Zhang
- Lilly Research Laboratories, Discovery Chemistry Research and Technologies, San Diego, California, United States of America
| | - Jing Wang
- Lilly Research Laboratories, Discovery Chemistry Research and Technologies, San Diego, California, United States of America
| | - Jim D. Durbin
- Department of Structural Biology, Discovery Chemistry Research and Technologies, Eli Lilly and Company, Indianapolis, Indiana, United States of America
| | - Juan J. Carrillo
- Department of Quantitative Biology, Discovery Chemistry Research and Technologies, Lilly Biotechnology Center, Eli Lilly and Company, Indianapolis, Indiana, United States of America
| | | | | | - Yuewei Qian
- Lilly Research Laboratories, Recombinant Protein Generation, Indianapolis, Indiana, United States of America
| | - Sepideh Afshar
- Department of Protein Engineering, Eli Lilly Biotechnology Center, San Diego, California, United States of America
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Bacon K, Burroughs M, Blain A, Menegatti S, Rao BM. Screening Yeast Display Libraries against Magnetized Yeast Cell Targets Enables Efficient Isolation of Membrane Protein Binders. ACS COMBINATORIAL SCIENCE 2019; 21:817-832. [PMID: 31693340 DOI: 10.1021/acscombsci.9b00147] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
When isolating binders from yeast displayed combinatorial libraries, a soluble, recombinantly expressed form of the target protein is typically utilized. As an alternative, we describe the use of target proteins displayed as surface fusions on magnetized yeast cells. In our strategy, the target protein is coexpressed on the yeast surface with an iron oxide binding protein; incubation of these yeast cells with iron oxide nanoparticles results in their magnetization. Subsequently, binder cells that interact with the magnetized target cells can be isolated using a magnet. Using a known binder-target pair with modest binding affinity (KD ≈ 400 nM), we showed that a binder present at low frequency (1 in 105) could be enriched more than 100-fold, in a single round of screening, suggesting feasibility of screening combinatorial libraries. Subsequently, we screened yeast display libraries of Sso7d and nanobody variants against yeast displayed targets to isolate binders specific to the cytosolic domain of the mitochondrial membrane protein TOM22 (KD ≈ 272-1934 nM) and the extracellular domain of the c-Kit receptor (KD ≈ 93 to KD > 2000 nM). Additional studies showed that the TOM22 binders identified using this approach could be used for the enrichment of mitochondria from cell lysates, thereby confirming binding to the native mitochondrial protein. The ease of expressing a membrane protein or a domain thereof as a yeast cell surface fusion-in contrast to recombinant soluble expression-makes the use of yeast-displayed targets particularly attractive. Therefore, we expect the use of magnetized yeast cell targets will enable efficient isolation of binders to membrane proteins.
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Lomakin YA, Kaminskaya AN, Stepanov AV, Shmidt AA, Gabibov AG, Belogurov AA. Probing Surface Membrane Receptors Using Engineered Bacteriophage Bioconjugates. Bioconjug Chem 2019; 30:1500-1506. [PMID: 31021608 DOI: 10.1021/acs.bioconjchem.9b00218] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Specific recognition of ligands by surface receptors of eukaryotic cells is a fundamental process in sensing of the exogenous environment, including cell-to-cell communication. These interactions are therefore widely probed in both basic studies and drug development to enhance or interrupt them. Here, we designed a high-throughput publicly available platform for visualization and selection of eukaryotic cells according to the specificity of surface-exposed receptors by consolidation of phage display and flow cytometry techniques. Polypeptide ligands for membrane receptors are incorporated into every copy of p3 protein of M13K07 bacteriophage, which is intracellularly biotinylated to further accept PE-Cy7-labled streptavidin. Transgenic antigen-specific B-cells expressing membrane-tethered lymphoid B-cell receptor in a single-chain format interacted with engineered bacteriophages exposing the polypeptide ligand with an unprecedented selectivity of 97% and a false-positive detection value of 2.0%. Multivalent binding of the phage bioconjugates with the receptor provided significantly better specificity and sensitivity allowing application of engineered bacteriophage bioconjugates at a concentration 3 orders of magnitude lower in comparison with synthetic biotinylated peptide. We suggest that the platform described in this work may be applied either for routine staining or characterization of orphan membrane receptors exposed on the surface of living mammalian cells in their native environment.
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Affiliation(s)
- Yakov A Lomakin
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS , Moscow , Russia , 117997.,Institute of Fundamental Medicine and Biology , Kazan Federal University , Kazan , Russia , 420012
| | - Alena N Kaminskaya
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS , Moscow , Russia , 117997
| | - Alexey V Stepanov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS , Moscow , Russia , 117997.,Institute of Fundamental Medicine and Biology , Kazan Federal University , Kazan , Russia , 420012
| | - Anna A Shmidt
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS , Moscow , Russia , 117997
| | - Alexander G Gabibov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS , Moscow , Russia , 117997.,Lomonosov Moscow State University , Moscow , Russia , 119991
| | - Alexey A Belogurov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS , Moscow , Russia , 117997.,Lomonosov Moscow State University , Moscow , Russia , 119991
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Wang Y, Shan Y, Gao X, Gong R, Zheng J, Zhang XD, Zhao Q. Screening and expressing HIV-1 specific antibody fragments in Saccharomyces cerevisiae. Mol Immunol 2018; 103:279-285. [PMID: 30342371 DOI: 10.1016/j.molimm.2018.10.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 09/26/2018] [Accepted: 10/06/2018] [Indexed: 02/06/2023]
Abstract
Yeast displaying techniques have been widely used for identifying novel single-chain variable fragments (scFvs) and engineering their binding properties. In this study, we establish a set of vectors for scFv screening and production in the yeast system of Saccharomyces cerevisiae. This suite includes a display vector pYS for screening of recombinant scFv libraries as well as an expression vector pYE for production of scFv candidates in Saccharomyces cerevisiae. The display vector, pYS, give the identification of the HIV-1-specific scFv clones from one scFv display library by fluorescence-activated cell sorting. Subsequently, the expression vector pYE can offer high quality scFvs of interest up to hundreds of microgram scale for bioactivity analysis. As the result, one identified scFv was confirmed to exhibit HIV-1 neutralization activity in a cell line-based pseudovirus assay. The advantage of this system enables the identical post-translation of mammalian scFvs in the same host cells. Therefore, this vector set can be useful for the rapid screening and expression of antibody genes.
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Affiliation(s)
- Ying Wang
- Institute of Chinese Medical Sciences, University of Macau, Macau, China
| | - Yaming Shan
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun, China
| | - Xinyu Gao
- Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, 430071, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Rui Gong
- Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, 430071, China
| | - Jun Zheng
- Cancer Centre, Faculty of Health Sciences, University of Macau, Macau, China; Institute of Translational Medicine, Faculty of Heath Sciences, University of Macau, Macau, China
| | - Xiaohua Douglas Zhang
- Cancer Centre, Faculty of Health Sciences, University of Macau, Macau, China; Institute of Translational Medicine, Faculty of Heath Sciences, University of Macau, Macau, China
| | - Qi Zhao
- Cancer Centre, Faculty of Health Sciences, University of Macau, Macau, China; Institute of Translational Medicine, Faculty of Heath Sciences, University of Macau, Macau, China.
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Zhou Y, Zou H, Yau C, Zhao L, Hall SC, Drummond DC, Farr-Jones S, Park JW, Benz CC, Marks JD. Discovery of internalizing antibodies to basal breast cancer cells. Protein Eng Des Sel 2018; 31:17-28. [PMID: 29301020 PMCID: PMC6283401 DOI: 10.1093/protein/gzx063] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Accepted: 12/01/2017] [Indexed: 11/14/2022] Open
Abstract
We present a strategy to discover recombinant monoclonal antibodies (mAbs) to specific cancers and demonstrate this approach using basal subtype breast cancers. A phage antibody library was depleted of antibodies to common cell surface molecules by incubation with luminal breast cancer cell lines, and then selected on a single basal-like breast cancer cell line (MDA-MB-231) for binding associated receptor-mediated endocytosis. Additional profiling against two luminal and four basal-like cell lines revealed 61 unique basal-specific mAbs from a pool of 1440 phage antibodies. The unique mAbs were further screened on nine basal and seven luminal cell lines to identify those with the greatest affinity, specificity, and internalizing capability for basal-like breast cancer cells. Among the internalizing basal-specific mAbs were those recognizing four transmembrane receptors (EphA2, CD44, CD73 and EGFR), identified by immunoprecipitation-mass spectrometry and yeast-displayed antigen screening. Basal-like breast cancer expression of these four receptors was confirmed using a bioinformatic approach, and expression microarray data on 683 intrinsically subtyped primary breast tumors. This overall approach, which sequentially employs phage display antibody library selection, antigen identification and bioinformatic confirmation of antigen expression by cancer subtypes, offers efficient production of high-affinity mAbs with diagnostic and therapeutic utility against specific cancer subtypes.
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Affiliation(s)
- Yu Zhou
- Department of Anesthesia and Perioperative Care, University of California, San Francisco Rm 3C-38, Zuckerberg San Francisco General Hospital and Trauma Center, 1001 Potrero Ave, San Francisco, CA 94110, USA
| | - Hao Zou
- Department of Anesthesia and Perioperative Care, University of California, San Francisco Rm 3C-38, Zuckerberg San Francisco General Hospital and Trauma Center, 1001 Potrero Ave, San Francisco, CA 94110, USA
| | - Christina Yau
- Buck Institute for Research on Aging, 8001 Redwood Blvd., Novato, CA 94945, USA
| | - Lequn Zhao
- Department of Anesthesia and Perioperative Care, University of California, San Francisco Rm 3C-38, Zuckerberg San Francisco General Hospital and Trauma Center, 1001 Potrero Ave, San Francisco, CA 94110, USA
| | - Steven C Hall
- Department of Obstetrics, Gynecology & Reproductive Sciences, Sandler-Moore Mass Spectrometry Core Facility, 521 Parnassus Avenue, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Daryl C Drummond
- Merrimack Pharmaceuticals Inc., One Kendall Square, Suite B7201, Cambridge, MA 02139, USA
| | - Shauna Farr-Jones
- Department of Anesthesia and Perioperative Care, University of California, San Francisco Rm 3C-38, Zuckerberg San Francisco General Hospital and Trauma Center, 1001 Potrero Ave, San Francisco, CA 94110, USA
| | - John W Park
- Department of Medicine, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, Box 1710, San Francisco, CA 94143, USA
| | - Christopher C Benz
- Buck Institute for Research on Aging, 8001 Redwood Blvd., Novato, CA 94945, USA
| | - James D Marks
- Department of Anesthesia and Perioperative Care, University of California, San Francisco Rm 3C-38, Zuckerberg San Francisco General Hospital and Trauma Center, 1001 Potrero Ave, San Francisco, CA 94110, USA
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Alfaleh MA, Jones ML, Howard CB, Mahler SM. Strategies for Selecting Membrane Protein-Specific Antibodies using Phage Display with Cell-Based Panning. Antibodies (Basel) 2017; 6:E10. [PMID: 31548525 PMCID: PMC6698842 DOI: 10.3390/antib6030010] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Revised: 07/05/2017] [Accepted: 07/07/2017] [Indexed: 12/14/2022] Open
Abstract
Membrane proteins are attractive targets for monoclonal antibody (mAb) discovery and development. Although several approved mAbs against membrane proteins have been isolated from phage antibody libraries, the process is challenging, as it requires the presentation of a correctly folded protein to screen the antibody library. Cell-based panning could represent the optimal method for antibody discovery against membrane proteins, since it allows for presentation in their natural conformation along with the appropriate post-translational modifications. Nevertheless, screening antibodies against a desired antigen, within a selected cell line, may be difficult due to the abundance of irrelevant organic molecules, which can potentially obscure the antigen of interest. This review will provide a comprehensive overview of the different cell-based phage panning strategies, with an emphasis placed on the optimisation of four critical panning conditions: cell surface antigen presentation, non-specific binding events, incubation time, and temperature and recovery of phage binders.
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Affiliation(s)
- Mohamed A Alfaleh
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, Queensland 4072, Australia.
- Faculty of Pharmacy, King Abdulaziz University, Jeddah 21589, Saudi Arabia.
| | - Martina L Jones
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, Queensland 4072, Australia.
- Australian Research Council Training Centre for Biopharmaceutical Innovation, The University of Queensland, Brisbane, Queensland 4072, Australia.
| | - Christopher B Howard
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, Queensland 4072, Australia.
- Australian Research Council Training Centre for Biopharmaceutical Innovation, The University of Queensland, Brisbane, Queensland 4072, Australia.
- Centre for Advanced Imaging, The University of Queensland, Brisbane, Queensland 4072, Australia.
| | - Stephen M Mahler
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, Queensland 4072, Australia.
- Australian Research Council Training Centre for Biopharmaceutical Innovation, The University of Queensland, Brisbane, Queensland 4072, Australia.
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Jones ML, Alfaleh MA, Kumble S, Zhang S, Osborne GW, Yeh M, Arora N, Hou JJC, Howard CB, Chin DY, Mahler SM. Targeting membrane proteins for antibody discovery using phage display. Sci Rep 2016; 6:26240. [PMID: 27189586 PMCID: PMC4870581 DOI: 10.1038/srep26240] [Citation(s) in RCA: 67] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2016] [Accepted: 04/28/2016] [Indexed: 12/21/2022] Open
Abstract
A critical factor in the successful isolation of new antibodies by phage display is the presentation of a correctly folded antigen. While this is relatively simple for soluble proteins which can be purified and immobilized onto a plastic surface, membrane proteins offer significant challenges for antibody discovery. Whole cell panning allows presentation of the membrane protein in its native conformation, but is complicated by a low target antigen density, high background of irrelevant antigens and non-specific binding of phage particles to cell surfaces. The method described here uses transient transfection of alternating host cell lines and stringent washing steps to address each of these limitations. The successful isolation of antibodies from a naive scFv library is described for three membrane bound proteins; human CD83, canine CD117 and bat CD11b.
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Affiliation(s)
- Martina L. Jones
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia Queensland 4072 Australia
| | - Mohamed A. Alfaleh
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia Queensland 4072 Australia
- Faculty of Pharmacy; King Abdulaziz University, 21589 Jeddah, Saudi Arabia
| | - Sumukh Kumble
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia Queensland 4072 Australia
| | - Shuo Zhang
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia Queensland 4072 Australia
| | - Geoffrey W. Osborne
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia Queensland 4072 Australia
- Queensland Brain Institute, The University of Queensland, St Lucia Queensland 4072 Australia
| | - Michael Yeh
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia Queensland 4072 Australia
| | - Neetika Arora
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia Queensland 4072 Australia
| | - Jeff Jia Cheng Hou
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia Queensland 4072 Australia
| | - Christopher B. Howard
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia Queensland 4072 Australia
| | - David Y. Chin
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia Queensland 4072 Australia
| | - Stephen M. Mahler
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia Queensland 4072 Australia
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Locard-Paulet M, Lim L, Veluscek G, McMahon K, Sinclair J, van Weverwijk A, Worboys JD, Yuan Y, Isacke CM, Jørgensen C. Phosphoproteomic analysis of interacting tumor and endothelial cells identifies regulatory mechanisms of transendothelial migration. Sci Signal 2016; 9:ra15. [PMID: 26861043 PMCID: PMC6485367 DOI: 10.1126/scisignal.aac5820] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
The exit of metastasizing tumor cells from the vasculature, extravasation, is regulated by their dynamic interactions with the endothelial cells that line the internal surface of vessels. To elucidate signals controlling tumor cell adhesion to the endothelium and subsequent transendothelial migration, we performed phosphoproteomic analysis to map cell-specific changes in protein phosphorylation that were triggered by contact between metastatic MDA-MB-231 breast cancer cells and endothelial cells. From the 2669 unique phosphorylation sites identified, 77 and 43 were differentially phosphorylated in the tumor cells and endothelial cells, respectively. The receptor tyrosine kinase ephrin type A receptor 2 (EPHA2) exhibited decreased Tyr(772) phosphorylation in the cancer cells upon endothelial contact. Knockdown of EPHA2 increased adhesion of the breast cancer cells to human umbilical vein endothelial cells (HUVECs) and their transendothelial migration in coculture cell assays, as well as early-stage lung colonization in vivo. EPHA2-mediated inhibition of transendothelial migration of breast cancer cells depended on interaction with the ligand ephrinA1 on HUVECs and phosphorylation of EPHA2-Tyr(772). When EPHA2 phosphorylation dynamics were compared between cell lines of different metastatic ability, EPHA2-Tyr(772) was rapidly dephosphorylated after ephrinA1 stimulation specifically in cells targeting the lung. Knockdown of the phosphatase LMW-PTP reduced adhesion and transendothelial migration of the breast cancer cells. Overall, cell-specific phosphoproteomic analysis provides a bidirectional map of contact-initiated signaling between tumor and endothelial cells that can be further investigated to identify mechanisms controlling the transendothelial cell migration of cancer cells.
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Affiliation(s)
- Marie Locard-Paulet
- Division of Cancer Biology, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK. Cancer Research UK Manchester Institute, The University of Manchester, Wilmslow Road, Manchester M20 4BX, UK
| | - Lindsay Lim
- Division of Cancer Biology, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | - Giulia Veluscek
- Cancer Research UK Manchester Institute, The University of Manchester, Wilmslow Road, Manchester M20 4BX, UK
| | - Kelly McMahon
- Cancer Research UK Manchester Institute, The University of Manchester, Wilmslow Road, Manchester M20 4BX, UK
| | - John Sinclair
- Division of Cancer Biology, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | - Antoinette van Weverwijk
- The Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London SW3 6JB, UK
| | - Jonathan D Worboys
- Division of Cancer Biology, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK. Cancer Research UK Manchester Institute, The University of Manchester, Wilmslow Road, Manchester M20 4BX, UK
| | - Yinyin Yuan
- Centre for Evolution and Cancer and Centre for Molecular Pathology, Division of Molecular Pathology, The Institute of Cancer Research, 15 Cotswold Road, Sutton SM2 5NG, UK
| | - Clare M Isacke
- The Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, London SW3 6JB, UK
| | - Claus Jørgensen
- Division of Cancer Biology, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK. Cancer Research UK Manchester Institute, The University of Manchester, Wilmslow Road, Manchester M20 4BX, UK.
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pMINERVA: A donor-acceptor system for the in vivo recombineering of scFv into IgG molecules. J Immunol Methods 2016; 431:22-30. [PMID: 26851519 DOI: 10.1016/j.jim.2016.02.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2015] [Revised: 01/12/2016] [Accepted: 02/01/2016] [Indexed: 11/22/2022]
Abstract
Phage display is the most widely used method for selecting binding molecules from recombinant antibody libraries. However, validation of the phage antibodies often requires early production of the cognate full-length immunoglobulin G (IgG). The conversion of phage library outputs to a full immunoglobulin via standard subcloning is time-consuming and limits the number of clones that can be evaluated. We have developed a novel system to convert scFvs from a phage display vector directly into IgGs without any in vitro subcloning steps. This new vector system, named pMINERVA, makes clever use of site-specific bacteriophage integrases that are expressed in Escherichia coli and intron splicing that occurs within mammalian cells. Using this system, a phage display vector contains both bacterial and mammalian regulatory regions that support antibody expression in E. coli and mammalian cells. A single-chain variable fragment (scFv) antibody is expressed on the surface of bacteriophage M13 as a genetic fusion to the gpIII coat protein. The scFv is converted to an IgG that can be expressed in mammalian cells by transducing a second E. coli strain. In that strain, the phiC31 recombinase fuses the heavy chain constant domain from an acceptor plasmid to the heavy chain variable domain and introduces controlling elements upstream of the light chain variable domain. Splicing in mammalian cells removes a synthetic intron containing the M13 gpIII gene to produce the fusion of the light chain variable domain to the constant domain. We show that phage displaying a scFv and recombinant IgGs generated using this system are expressed at wild-type levels and retain normal function. Use of the pMINERVA completely eliminates the labor-intensive subcloning and DNA sequence confirmation steps currently needed to convert a scFv into a functional IgG Ab.
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Le Gall M, Crépin R, Neiveyans M, Auclair C, Fan Y, Zhou Y, Marks JD, Pèlegrin A, Poul MA. Neutralization of KIT Oncogenic Signaling in Leukemia with Antibodies Targeting KIT Membrane Proximal Domain 5. Mol Cancer Ther 2015; 14:2595-605. [PMID: 26358753 DOI: 10.1158/1535-7163.mct-15-0321] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Accepted: 08/20/2015] [Indexed: 01/09/2023]
Abstract
KIT is a cell surface tyrosine kinase receptor whose ligand stem cell factor (SCF) triggers homodimerization and activation of downstream effector pathways involved in cell survival, proliferation, homing, or differentiation. KIT-activating mutations are major oncogenic drivers in subsets of acute myeloid leukemia (AML), in mast cell leukemia, and in gastrointestinal stromal tumors (GIST). The overexpression of SCF and/or wild-type (WT) KIT is also observed in a number of cancers, including 50% of AML and small cell lung cancer. The use of tyrosine kinase inhibitors (TKI) in these pathologies is, however, hampered by initial or acquired resistance following treatment. Using antibody phage display, we obtained two antibodies (2D1 and 3G1) specific for the most membrane proximal extracellular immunoglobulin domain (D5) of KIT, which is implicated in KIT homodimerization. Produced as single chain variable antibody fragments fused to the Fc fragment of a human IgG1, bivalent 2D1-Fc and 3G1-Fc inhibited KIT-dependent growth of leukemic cell lines expressing WT KIT (UT7/Epo) or constitutively active KIT mutants, including the TKI imatinib-resistant KIT D816V mutant (HMC1.2 cell line). In all models, either expressing WT KIT or mutated KIT, 2D1 and 3G1-Fc induced KIT internalization and sustained surface downregulation. However, interestingly, KIT degradation was only observed in leukemic cell lines with oncogenic KIT, a property likely to limit the toxicity of these antibodies in patients. These fully human antibody formats may represent therapeutic tools to target KIT signaling in leukemia or GIST, and to bypass TKI resistance of certain KIT mutants.
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Affiliation(s)
- Marianne Le Gall
- IRCM, Institut de Recherche en Cancérologie de Montpellier, Montpellier, France. INSERM, U1194, Montpellier, France. Université de Montpellier, Montpellier, France. Institut Régional du Cancer de Montpellier, Montpellier, France. Laboratoire de Biologie et Pharmacologie Appliquée, CNRS UMR8113, École Normale Supérieure de Cachan, Cachan, France
| | - Ronan Crépin
- Laboratoire de Biologie et Pharmacologie Appliquée, CNRS UMR8113, École Normale Supérieure de Cachan, Cachan, France
| | - Madeline Neiveyans
- IRCM, Institut de Recherche en Cancérologie de Montpellier, Montpellier, France. INSERM, U1194, Montpellier, France. Université de Montpellier, Montpellier, France. Institut Régional du Cancer de Montpellier, Montpellier, France
| | - Christian Auclair
- Laboratoire de Biologie et Pharmacologie Appliquée, CNRS UMR8113, École Normale Supérieure de Cachan, Cachan, France
| | - Yongfeng Fan
- Department of Anesthesia, University of California, San Francisco, San Francisco, California
| | - Yu Zhou
- Department of Anesthesia, University of California, San Francisco, San Francisco, California
| | - James D Marks
- Department of Anesthesia, University of California, San Francisco, San Francisco, California
| | - André Pèlegrin
- IRCM, Institut de Recherche en Cancérologie de Montpellier, Montpellier, France. INSERM, U1194, Montpellier, France. Université de Montpellier, Montpellier, France. Institut Régional du Cancer de Montpellier, Montpellier, France
| | - Marie-Alix Poul
- IRCM, Institut de Recherche en Cancérologie de Montpellier, Montpellier, France. INSERM, U1194, Montpellier, France. Université de Montpellier, Montpellier, France. Institut Régional du Cancer de Montpellier, Montpellier, France.
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