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Olson KM, Campbell A, Alt A, Traynor JR. Finding the Perfect Fit: Conformational Biosensors to Determine the Efficacy of GPCR Ligands. ACS Pharmacol Transl Sci 2022; 5:694-709. [PMID: 36110374 PMCID: PMC9469492 DOI: 10.1021/acsptsci.1c00256] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
G protein-coupled receptors (GPCRs) are highly druggable targets that adopt numerous conformations. A ligand's ability to stabilize specific conformation(s) of its cognate receptor determines its efficacy or ability to produce a biological response. Identifying ligands that produce different receptor conformations and potentially discrete pharmacological effects (e.g., biased agonists, partial agonists, antagonists, allosteric modulators) is a major goal in drug discovery and necessary to develop drugs with better effectiveness and fewer side effects. Fortunately, direct measurements of ligand efficacy, via receptor conformational changes are possible with the recent development of conformational biosensors. In this review, we discuss classical efficacy models, including the two-state model, the ternary-complex model, and multistate models. We describe how nanobody-, transducer-, and receptor-based conformational biosensors detect and/or stabilize specific GPCR conformations to identify ligands with different levels of efficacy. In particular, conformational biosensors provide the potential to identify and/or characterize therapeutically desirable but often difficult to measure conformations of receptors faster and better than current methods. For drug discovery/development, several recent proof-of-principle studies have optimized conformational biosensors for high-throughput screening (HTS) platforms. However, their widespread use is limited by the fact that few sensors are reliably capable of detecting low-frequency conformations and technically demanding assay conditions. Nonetheless, conformational biosensors do help identify desirable ligands such as allosteric modulators, biased ligands, or partial agonists in a single assay, representing a distinct advantage over classical methods.
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Affiliation(s)
- Keith M. Olson
- Department
of Pharmacology and Edward F Domino Research Center, University of Michigan, Ann Arbor, Michigan 48109, United States
- Life
Sciences Institute, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Andra Campbell
- Department
of Pharmacology and Edward F Domino Research Center, University of Michigan, Ann Arbor, Michigan 48109, United States
- Life
Sciences Institute, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Andrew Alt
- Department
of Pharmacology and Edward F Domino Research Center, University of Michigan, Ann Arbor, Michigan 48109, United States
- Life
Sciences Institute, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - John R. Traynor
- Department
of Pharmacology and Edward F Domino Research Center, University of Michigan, Ann Arbor, Michigan 48109, United States
- Department
of Medicinal Chemistry, College of Pharmacy, University of Michigan, 428 Church Street, Ann Arbor, Michigan 48109, United
States
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2
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Puttemans J, Stijlemans B, Keyaerts M, Vander Meeren S, Renmans W, Fostier K, Debie P, Hanssens H, Rodak M, Pruszynski M, De Veirman K, Vanderkerken K, Lahoutte T, Morgenstern A, Bruchertseifer F, Devoogdt N, D'Huyvetter M. The Road to Personalized Myeloma Medicine: Patient-specific Single-domain Antibodies for Anti-idiotypic Radionuclide Therapy. Mol Cancer Ther 2022; 21:159-169. [PMID: 34667109 PMCID: PMC9398099 DOI: 10.1158/1535-7163.mct-21-0220] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 05/25/2021] [Accepted: 10/11/2021] [Indexed: 01/07/2023]
Abstract
To this day, multiple myeloma remains an incurable cancer. For many patients, recurrence is unavoidably a result of lacking treatment options in the minimal residual disease stage. This is due to residual and treatment-resistant myeloma cells that can cause disease relapse. However, patient-specific membrane-expressed paraproteins could hold the key to target these residual cells responsible for disease recurrence. Here, we describe the therapeutic potential of radiolabeled, anti-idiotypic camelid single-domain antibody fragments (sdAbs) as tumor-restrictive vehicles against a membrane-bound paraprotein in the syngeneic mouse 5T33 myeloma model and analogously assess the feasibility of sdAb-based personalized medicine for patients with multiple myeloma. Llamas were immunized using extracts containing paraprotein from either murine or human sera, and selective sdAbs were retrieved using competitive phage display selections of immune libraries. An anti-5T33 idiotype sdAb was selected for targeted radionuclide therapy with the β--particle emitter 177Lu and the α-particle emitter 225Ac. sdAb-based radionuclide therapy in syngeneic mice with a low 5T33 myeloma lesion load significantly delayed tumor progression. In five of seven patients with newly diagnosed myeloma, membrane expression of the paraprotein was confirmed. Starting from serum-isolated paraprotein, for two of three selected patients anti-idiotype sdAbs were successfully generated.
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Affiliation(s)
- Janik Puttemans
- Department of Medical Imaging, Laboratory for In Vivo Cellular and Molecular Imaging, Vrije Universiteit Brussel, Brussels, Belgium
| | - Benoit Stijlemans
- Department of Cellular and Molecular Immunology, Vrije Universiteit Brussel, Brussels, Belgium
- Myeloid Cell Immunology Lab, VIB Center for Inflammation Research, Brussels, Belgium
| | - Marleen Keyaerts
- Department of Medical Imaging, Laboratory for In Vivo Cellular and Molecular Imaging, Vrije Universiteit Brussel, Brussels, Belgium
- Nuclear Medicine Department, UZ Brussel, Brussels, Belgium
| | - Sam Vander Meeren
- Department of Clinical Biology, Hematology Division, UZ Brussel, Brussels, Belgium
| | - Wim Renmans
- Department of Clinical Biology, Hematology Division, UZ Brussel, Brussels, Belgium
| | - Karel Fostier
- Department of Hematology, OLV Aalst, Aalst, Belgium
- Department of Hematology, UZ Brussel, Brussels, Belgium
| | - Pieterjan Debie
- Department of Medical Imaging, Laboratory for In Vivo Cellular and Molecular Imaging, Vrije Universiteit Brussel, Brussels, Belgium
| | - Heleen Hanssens
- Department of Medical Imaging, Laboratory for In Vivo Cellular and Molecular Imaging, Vrije Universiteit Brussel, Brussels, Belgium
| | - Magdalena Rodak
- Institute of Nuclear Chemistry and Technology, Warsaw, Poland
| | - Marek Pruszynski
- Institute of Nuclear Chemistry and Technology, Warsaw, Poland
- Faculty of Chemistry, University of Warsaw, Warsaw, Poland
| | - Kim De Veirman
- Department of Hematology and Immunology, Vrije Universiteit Brussel, Brussels, Belgium
| | - Karin Vanderkerken
- Department of Hematology and Immunology, Vrije Universiteit Brussel, Brussels, Belgium
| | - Tony Lahoutte
- Department of Medical Imaging, Laboratory for In Vivo Cellular and Molecular Imaging, Vrije Universiteit Brussel, Brussels, Belgium
- Nuclear Medicine Department, UZ Brussel, Brussels, Belgium
| | - Alfred Morgenstern
- European Commission, Joint Research Centre, Directorate for Nuclear Safety and Security, Karlsruhe, Germany
| | - Frank Bruchertseifer
- European Commission, Joint Research Centre, Directorate for Nuclear Safety and Security, Karlsruhe, Germany
| | - Nick Devoogdt
- Department of Medical Imaging, Laboratory for In Vivo Cellular and Molecular Imaging, Vrije Universiteit Brussel, Brussels, Belgium
| | - Matthias D'Huyvetter
- Department of Medical Imaging, Laboratory for In Vivo Cellular and Molecular Imaging, Vrije Universiteit Brussel, Brussels, Belgium.
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3
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Wang X, Li F, Qiu W, Xu B, Li Y, Lian X, Yu H, Zhang Z, Wang J, Li Z, Xue W, Zhu F. SYNBIP: synthetic binding proteins for research, diagnosis and therapy. Nucleic Acids Res 2021; 50:D560-D570. [PMID: 34664670 PMCID: PMC8728148 DOI: 10.1093/nar/gkab926] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 09/13/2021] [Accepted: 10/14/2021] [Indexed: 12/11/2022] Open
Abstract
The success of protein engineering and design has extensively expanded the protein space, which presents a promising strategy for creating next-generation proteins of diverse functions. Among these proteins, the synthetic binding proteins (SBPs) are smaller, more stable, less immunogenic, and better of tissue penetration than others, which make the SBP-related data attracting extensive interest from worldwide scientists. However, no database has been developed to systematically provide the valuable information of SBPs yet. In this study, a database named ‘Synthetic Binding Proteins for Research, Diagnosis, and Therapy (SYNBIP)’ was thus introduced. This database is unique in (a) comprehensively describing thousands of SBPs from the perspectives of scaffolds, biophysical & functional properties, etc.; (b) panoramically illustrating the binding targets & the broad application of each SBP and (c) enabling a similarity search against the sequences of all SBPs and their binding targets. Since SBP is a human-made protein that has not been found in nature, the discovery of novel SBPs relied heavily on experimental protein engineering and could be greatly facilitated by in-silico studies (such as AI and computational modeling). Thus, the data provided in SYNBIP could lay a solid foundation for the future development of novel SBPs. The SYNBIP is accessible without login requirement at both official (https://idrblab.org/synbip/) and mirror (http://synbip.idrblab.net/) sites.
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Affiliation(s)
- Xiaona Wang
- School of Pharmaceutical Sciences, Chongqing University, Chongqing 401331, China
| | - Fengcheng Li
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China
| | - Wenqi Qiu
- Department of Surgery, HKU-SZH & Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Binbin Xu
- School of Pharmaceutical Sciences, Chongqing University, Chongqing 401331, China
| | - Yanlin Li
- School of Pharmaceutical Sciences, Chongqing University, Chongqing 401331, China
| | - Xichen Lian
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China
| | - Hongyan Yu
- School of Pharmaceutical Sciences, Chongqing University, Chongqing 401331, China
| | - Zhao Zhang
- School of Pharmaceutical Sciences, Chongqing University, Chongqing 401331, China
| | - Jianxin Wang
- School of Computer Science and Engineering, Central South University, Changsha 410083, China
| | - Zhaorong Li
- Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou 330110, China
| | - Weiwei Xue
- School of Pharmaceutical Sciences, Chongqing University, Chongqing 401331, China
| | - Feng Zhu
- School of Pharmaceutical Sciences, Chongqing University, Chongqing 401331, China.,College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China.,Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou 330110, China
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4
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Abstract
Unique, functional, homodimeric heavy chain-only antibodies, devoid of light chains, are circulating in the blood of Camelidae. These antibodies recognize their cognate antigen via one single domain, known as VHH or Nanobody. This serendipitous discovery made three decades ago has stimulated a growing number of researchers to generate highly specific Nanobodies against a myriad of targets. The small size, strict monomeric state, robustness, and easy tailoring of these Nanobodies have inspired many groups to design innovative Nanobody-based multi-domain constructs to explore novel applications. As such, Nanobodies have been employed as an exquisite research tool in structural, cell, and developmental biology. Furthermore, Nanobodies have demonstrated their benefit for more sensitive diagnostic tests. Finally, several Nanobody-based constructs have been designed to develop new therapeutic products.
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Affiliation(s)
- Serge Muyldermans
- Cellular and Molecular Immunology, Vrije Universiteit Brussel, 1050 Brussels, Belgium; .,Liaoning Key Laboratory of Molecular Recognition and Imaging, School of Bioengineering, Dalian University of Technology, Dalian 116023, Liaoning, People's Republic of China
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5
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Li S, Jiang K, Wang T, Zhang W, Shi M, Chen B, Hua Z. Nanobody against PDL1. Biotechnol Lett 2020; 42:727-736. [PMID: 32006351 DOI: 10.1007/s10529-020-02823-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Accepted: 01/26/2020] [Indexed: 01/01/2023]
Abstract
Programmed death ligand 1 (PDL1, CD274, B7-H1) has been identified as the ligand for the immune inhibitory receptor programmed death 1 protein (PD1/PDCD1). PDL1 is a member of B7 family of immune molecules and this protein together with PDL2, are two ligands for PD1 expressed on activated lymphoid cells. By binding to PD1 on activated T cells, PDL1 may inhibit T cell responses by inducing apoptosis. Accordingly, it leads to the immune evasion of cancers and contribute to tumor growth, thus PDL1 is regarded as therapeutic target for malignant cancers. We selected PDL1 specific nanobodies from a high quality dromedary camel immune library by phage display technology, three anti-PDL1-VHHs were developed.
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Affiliation(s)
- Shufeng Li
- Key Laboratory of Developmental Genes and Human Disease in Ministry of Education, Department of Biochemistry and Molecular Biology, Medical School of Southeast University, Nanjing, 210009, China.
| | - Kunpeng Jiang
- Key Laboratory of Developmental Genes and Human Disease in Ministry of Education, Department of Biochemistry and Molecular Biology, Medical School of Southeast University, Nanjing, 210009, China
| | - Ting Wang
- Key Laboratory of Developmental Genes and Human Disease in Ministry of Education, Department of Biochemistry and Molecular Biology, Medical School of Southeast University, Nanjing, 210009, China
| | - Wei Zhang
- Key Laboratory of Developmental Genes and Human Disease in Ministry of Education, Department of Biochemistry and Molecular Biology, Medical School of Southeast University, Nanjing, 210009, China
| | - Minke Shi
- Department of Thoracic and Cardiovascular Surgery, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Baojun Chen
- Department of Thoracic and Cardiovascular Surgery, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Zichun Hua
- The State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, 210046, Jiangsu, China.,Changzhou High-Tech Research Institute of Nanjing University and Jiangsu Target Pharma Laboratories,Inc., Changzhou, 213164, Jiangsu, People's Republic of China
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6
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Alzogaray V, Urrutia M, Berguer P, Rossi A, Zylberman V, Pardo R, Bonomi HR, Goldbaum FA. Characterization of folding-sensitive nanobodies as tools to study the expression and quality of protein particle immunogens. J Biotechnol 2019; 293:17-23. [PMID: 30690101 DOI: 10.1016/j.jbiotec.2019.01.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 12/04/2018] [Accepted: 01/07/2019] [Indexed: 01/05/2023]
Abstract
Vaccination is as one of the most beneficial biopharmaceutical interventions against pathogens due to its ability to induce adaptive immunity through targeted activation of the immune system. Each vaccine needs a tailor-made set of tests in order to monitor its quality throughout the development and manufacturing. The analysis of the conformational state of protein nanoparticles is one of the key steps in vaccine quality control. The enzyme lumazine synthase from Brucella spp. (BLS) acts as a potent oral and systemic immunogen. BLS has been used as a carrier of foreign peptides, protein domains and whole proteins, serving as a versatile platform for vaccine engineering purposes. Here, we show the generation and characterization of four families of nanobodies (Nbs) which only recognize BLS in its native conformational state and that bind to its active site. The present results support the use of conformation-sensitive Nbs as molecular probes during the development and production of vaccines based on the BLS platform. Finally, we propose Nbs as useful molecular tools targeting other protein scaffolds with potential applications in nano-and biotechnology.
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Affiliation(s)
- Vanina Alzogaray
- Fundación Instituto Leloir, IIBBA-CONICET, Avenida Patricias Argentinas 435 (C1405BWE), Ciudad de Buenos Aires, Argentina
| | - Mariela Urrutia
- Fundación Instituto Leloir, IIBBA-CONICET, Avenida Patricias Argentinas 435 (C1405BWE), Ciudad de Buenos Aires, Argentina
| | - Paula Berguer
- Fundación Instituto Leloir, IIBBA-CONICET, Avenida Patricias Argentinas 435 (C1405BWE), Ciudad de Buenos Aires, Argentina
| | - Andrés Rossi
- Fundación Instituto Leloir, IIBBA-CONICET, Avenida Patricias Argentinas 435 (C1405BWE), Ciudad de Buenos Aires, Argentina
| | - Vanesa Zylberman
- INMUNOVA, 25 de Mayo 1021 (B1650HMI), San Martin, Buenos Aires, Argentina
| | - Romina Pardo
- INMUNOVA, 25 de Mayo 1021 (B1650HMI), San Martin, Buenos Aires, Argentina
| | - Hernán R Bonomi
- Fundación Instituto Leloir, IIBBA-CONICET, Avenida Patricias Argentinas 435 (C1405BWE), Ciudad de Buenos Aires, Argentina
| | - Fernando A Goldbaum
- Fundación Instituto Leloir, IIBBA-CONICET, Avenida Patricias Argentinas 435 (C1405BWE), Ciudad de Buenos Aires, Argentina.
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7
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Keller BM, Maier J, Secker KA, Egetemaier SM, Parfyonova Y, Rothbauer U, Traenkle B. Chromobodies to Quantify Changes of Endogenous Protein Concentration in Living Cells. Mol Cell Proteomics 2018; 17:2518-2533. [PMID: 30228193 DOI: 10.1074/mcp.tir118.000914] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 09/04/2018] [Indexed: 11/06/2022] Open
Abstract
Understanding cellular processes requires the determination of dynamic changes in the concentration of genetically nonmodified, endogenous proteins, which, to date, is commonly accomplished by end-point assays in vitro Molecular probes such as fluorescently labeled nanobodies (chromobodies, CBs) are powerful tools to visualize the dynamic subcellular localization of endogenous proteins in living cells. Here, we employed the dependence of intracellular levels of chromobodies on the amount of their endogenous antigens, a phenomenon, which we termed antigen-mediated CB stabilization (AMCBS), for simultaneous monitoring of time-resolved changes in the concentration and localization of native proteins. To improve the dynamic range of AMCBS we generated turnover-accelerated CBs and demonstrated their application in visualization and quantification of fast reversible changes in antigen concentration upon compound treatment by quantitative live-cell imaging. We expect that this broadly applicable strategy will enable unprecedented insights into the dynamic regulation of proteins, e.g. during cellular signaling, cell differentiation, or upon drug action.
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Affiliation(s)
| | - Julia Maier
- Pharmaceutical Biotechnology, Eberhard Karls University Tuebingen, Germany
| | - Kathy-Ann Secker
- Pharmaceutical Biotechnology, Eberhard Karls University Tuebingen, Germany
| | | | - Yana Parfyonova
- Pharmaceutical Biotechnology, Eberhard Karls University Tuebingen, Germany
| | - Ulrich Rothbauer
- Pharmaceutical Biotechnology, Eberhard Karls University Tuebingen, Germany; Natural and Medical Sciences Institute at the University of Tuebingen, Reutlingen, Germany.
| | - Bjoern Traenkle
- Pharmaceutical Biotechnology, Eberhard Karls University Tuebingen, Germany.
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