1
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Opuni KFM, Ruß M, Geens R, Vocht LD, Wielendaele PV, Debuy C, Sterckx YGJ, Glocker MO. Mass spectrometry-complemented molecular modeling predicts the interaction interface for a camelid single-domain antibody targeting the Plasmodium falciparum circumsporozoite protein's C-terminal domain. Comput Struct Biotechnol J 2024; 23:3300-3314. [PMID: 39296809 PMCID: PMC11409006 DOI: 10.1016/j.csbj.2024.08.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 08/26/2024] [Accepted: 08/26/2024] [Indexed: 09/21/2024] Open
Abstract
Background Bioanalytical methods that enable rapid and high-detail characterization of binding specificities and strengths of protein complexes with low sample consumption are highly desired. The interaction between a camelid single domain antibody (sdAbCSP1) and its target antigen (PfCSP-Cext) was selected as a model system to provide proof-of-principle for the here described methodology. Research design and methods The structure of the sdAbCSP1 - PfCSP-Cext complex was modeled using AlphaFold2. The recombinantly expressed proteins, sdAbCSP1, PfCSP-Cext, and the sdAbCSP1 - PfCSP-Cext complex, were subjected to limited proteolysis and mass spectrometric peptide analysis. ITEM MS (Intact Transition Epitope Mapping Mass Spectrometry) and ITC (Isothermal Titration Calorimetry) were applied to determine stoichiometry and binding strength. Results The paratope of sdAbCSP1 mainly consists of its CDR3 (aa100-118). PfCSP-Cext's epitope is assembled from its α-helix (aa40-52) and opposing loop (aa83-90). PfCSP-Cext's GluC cleavage sites E46 and E58 were shielded by complex formation, confirming the predicted epitope. Likewise, sdAbCSP1's tryptic cleavage sites R105 and R108 were shielded by complex formation, confirming the predicted paratope. ITEM MS determined the 1:1 stoichiometry and the high complex binding strength, exemplified by the gas phase dissociation reaction enthalpy of 50.2 kJ/mol. The in-solution complex dissociation constant is 5 × 10-10 M. Conclusions Combining AlphaFold2 modeling with mass spectrometry/limited proteolysis generated a trustworthy model for the sdAbCSP1 - PfCSP-Cext complex interaction interface.
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Affiliation(s)
- Kwabena F M Opuni
- Department of Pharmaceutical Chemistry, School of Pharmacy, College of Health Science, University of Ghana, P.O. Box LG43, Legon, Ghana
| | - Manuela Ruß
- Proteome Center Rostock, University Medicine Rostock and University of Rostock, Schillingallee 69, 18057 Rostock, Germany
| | - Rob Geens
- Laboratory of Medical Biochemistry, Faculty of Pharmaceutical, Biomedical, and Veterinary Sciences, University of Antwerp, Universiteitsplein 1, Wilrijk, 2610 Antwerp, Belgium
| | - Line De Vocht
- Laboratory of Medical Biochemistry, Faculty of Pharmaceutical, Biomedical, and Veterinary Sciences, University of Antwerp, Universiteitsplein 1, Wilrijk, 2610 Antwerp, Belgium
| | - Pieter Van Wielendaele
- Laboratory of Medical Biochemistry, Faculty of Pharmaceutical, Biomedical, and Veterinary Sciences, University of Antwerp, Universiteitsplein 1, Wilrijk, 2610 Antwerp, Belgium
| | - Christophe Debuy
- Laboratory of Medical Biochemistry, Faculty of Pharmaceutical, Biomedical, and Veterinary Sciences, University of Antwerp, Universiteitsplein 1, Wilrijk, 2610 Antwerp, Belgium
| | - Yann G-J Sterckx
- Laboratory of Medical Biochemistry, Faculty of Pharmaceutical, Biomedical, and Veterinary Sciences, University of Antwerp, Universiteitsplein 1, Wilrijk, 2610 Antwerp, Belgium
| | - Michael O Glocker
- Proteome Center Rostock, University Medicine Rostock and University of Rostock, Schillingallee 69, 18057 Rostock, Germany
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2
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Gordon GL, Greenshields-Watson A, Agarwal P, Wong A, Boyles F, Hummer A, Lujan Hernandez AG, Deane CM. PLAbDab-nano: a database of camelid and shark nanobodies from patents and literature. Nucleic Acids Res 2024:gkae881. [PMID: 39385626 DOI: 10.1093/nar/gkae881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 09/13/2024] [Accepted: 10/03/2024] [Indexed: 10/12/2024] Open
Abstract
Nanobodies are essential proteins of the adaptive immune systems of camelid and shark species, complementing conventional antibodies. Properties such as their relatively small size, solubility and high thermostability make VHH (variable heavy domain of the heavy chain) and VNAR (variable new antigen receptor) modalities a promising therapeutic format and a valuable resource for a wide range of biological applications. The volume of academic literature and patents related to nanobodies has risen significantly over the past decade. Here, we present PLAbDab-nano, a nanobody complement to the Patent and Literature Antibody Database (PLAbDab). PLAbDab-nano is a self-updating, searchable repository containing ∼5000 annotated VHH and VNAR sequences. We describe the methods used to curate the entries in PLAbDab-nano, and highlight how PLAbDab-nano could be used to design diverse libraries, as well as find sequences similar to known patented or therapeutic entries. PLAbDab-nano is freely available as a searchable web server (https://opig.stats.ox.ac.uk/webapps/plabdab-nano/).
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Affiliation(s)
- Gemma L Gordon
- Department of Statistics, University of Oxford, 24-29 St Giles', Oxford, OX1 3LB, UK
| | | | - Parth Agarwal
- Department of Statistics, University of Oxford, 24-29 St Giles', Oxford, OX1 3LB, UK
| | - Ashley Wong
- Department of Statistics, University of Oxford, 24-29 St Giles', Oxford, OX1 3LB, UK
| | - Fergus Boyles
- Department of Statistics, University of Oxford, 24-29 St Giles', Oxford, OX1 3LB, UK
| | - Alissa Hummer
- Department of Statistics, University of Oxford, 24-29 St Giles', Oxford, OX1 3LB, UK
| | | | - Charlotte M Deane
- Department of Statistics, University of Oxford, 24-29 St Giles', Oxford, OX1 3LB, UK
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3
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Wu S, Luo Q, Li F, Zhang S, Zhang C, Liu J, Shao B, Hong Y, Tan T, Dong X, Chen B. Development of novel humanized CD19/BAFFR bicistronic chimeric antigen receptor T cells with potent antitumor activity against B-cell lineage neoplasms. Br J Haematol 2024; 205:1361-1373. [PMID: 38960449 DOI: 10.1111/bjh.19631] [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] [Received: 04/30/2024] [Accepted: 06/24/2024] [Indexed: 07/05/2024]
Abstract
Chimeric antigen receptor T cell (CAR-T) therapy has shown remarkable efficacy in treating advanced B-cell malignancies by targeting CD19, but antigen-negative relapses and immune responses triggered by murine-derived antibodies remain significant challenges, necessitating the development of novel humanized multitarget CAR-T therapies. Here, we engineered a second-generation 4-1BB-CD3ζ-based CAR construct incorporating humanized CD19 single-chain variable fragments (scFvs) and BAFFR single-variable domains on heavy chains (VHHs), also known as nanobodies. The resultant CAR-T cells, with different constructs, were functionally compared both in vitro and in vivo. We found that the optimal tandem and bicistronic (BI) structures retained respective antigen-binding abilities, and both demonstrated specific activation when stimulated with target cells. At the same time, BI CAR-T cells (BI CARs) exhibited stronger tumour-killing ability and better secretion of interleukin-2 and tumour necrosis factor-alpha than single-target CAR-T cells. Additionally, BI CARs showed less exhaustion phenotype upon repeated antigen stimulation and demonstrated more potent and persistent antitumor effects in mouse xenograft models. Overall, we developed a novel humanized CD19/BAFFR bicistronic CAR (BI CAR) based on a combination of scFv and VHH, which showed potent and sustained antitumor ability both in vitro and in vivo, including against tumours with CD19 or BAFFR deficiencies.
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Affiliation(s)
- Sungui Wu
- Department of Hematology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
| | - Qian Luo
- Iaso Biotherapeutics Co. Ltd., Nanjing, Jiangsu, China
| | - Feiyu Li
- Department of Hematology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
| | - Suwen Zhang
- Department of Hematology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
| | - Cuiling Zhang
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Jianwei Liu
- Iaso Biotherapeutics Co. Ltd., Nanjing, Jiangsu, China
| | - Bang Shao
- Iaso Biotherapeutics Co. Ltd., Nanjing, Jiangsu, China
| | - Yang Hong
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Taochao Tan
- Iaso Biotherapeutics Co. Ltd., Nanjing, Jiangsu, China
| | - Xiaoqing Dong
- Department of Hematology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Bing Chen
- Department of Hematology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
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4
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Jiang D, Chen R, Wang L, Xu G. Screening, expression and anti-tumor functional identification of anti-LAG-3 nanobodies. Protein Expr Purif 2024; 222:106522. [PMID: 38851552 DOI: 10.1016/j.pep.2024.106522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 05/27/2024] [Accepted: 06/05/2024] [Indexed: 06/10/2024]
Abstract
OBJECTIVE To screen and obtain specific anti-lymphocyte activation gene-3 (LAG3) nanobody sequences, purify and express recombinant anti-LAG3 nanobody, and verify its effect on promoting T cells to kill tumor cells. METHODS Based on the camel derived natural nanobody phage display library constructed by the research group, the biotinylated LAG3 antigen was used as the target, and the anti-LAG3 nanobody sequences were screened by biotin-streptavidin liquid phase screening, phage-ELISA and sequencing. The sequence-conjμgated human IgG1 Fc fragment was obtained, the recombinant anti-LAG3 nanobody expression vector was constructed, the expression of the recombinant anti-LAG3 nanobody was induced by IPTG and purified, and the characteristics and functions of the recombinant anti-LAG3 nanobody were verified by SDS-PAGE, Western blot, cytotoxicity assay, etc. RESULTS: One anti-LAG3 nanobody sequence was successfully screened, and the corresponding recombinant anti-LAG3 nanobody-expressing bacteria were constructed. The results of SDS-PAGE, Western blot and cytotoxicity assay showed that the recombinant anti-LAG3 nanobody was successfully expressed, which was specific, and it could promote the killing ability of T cells against tumor cells, and the optimal concentration was 200 μg/mL. CONCLUSION The recombinant anti-LAG3 nanobody screened and expressed has specific and auxiliary anti-tumor cell effects, which lays a foundation for its subsequent application.
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Affiliation(s)
- Dan Jiang
- Dongguan Key Laboratory of Molecular Immunology and Cell Therapy, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, Guangdong, 523808, China
| | - Rui Chen
- Dongguan Key Laboratory of Molecular Immunology and Cell Therapy, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, Guangdong, 523808, China
| | - Liyan Wang
- Ningxia Chinese Medicine Research Centre, Yinchuan, Ningxia, 750000, China
| | - Guangxian Xu
- Dongguan Key Laboratory of Molecular Immunology and Cell Therapy, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, Guangdong, 523808, China.
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5
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Tydings CW, Singh B, Smith AW, Ledwitch KV, Brown BP, Lovly CM, Walker AS, Meiler J. Analysis of EGFR binding hotspots for design of new EGFR inhibitory biologics. Protein Sci 2024; 33:e5141. [PMID: 39275996 PMCID: PMC11400634 DOI: 10.1002/pro.5141] [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] [Received: 02/29/2024] [Revised: 07/19/2024] [Accepted: 07/25/2024] [Indexed: 09/16/2024]
Abstract
The epidermal growth factor (EGF) receptor (EGFR) is activated by the binding of one of seven EGF-like ligands to its ectodomain. Ligand binding results in EGFR dimerization and stabilization of the active receptor conformation subsequently leading to activation of downstream signaling. Aberrant activation of EGFR contributes to cancer progression through EGFR overexpression/amplification, modulation of its positive and negative regulators, and/or activating mutations within EGFR. EGFR targeted therapeutic antibodies prevent dimerization and interaction with endogenous ligands by binding the ectodomain of EGFR. However, these antibodies have had limited success in the clinic, partially due to EGFR ectodomain resistance mutations, and are only applicable to a subset of patients with EGFR-driven cancers. These limitations suggest that alternative EGFR targeted biologics need to be explored for EGFR-driven cancer therapy. To this end, we analyze the EGFR interfaces of known inhibitory biologics with determined structures in the context of endogenous ligands, using the Rosetta macromolecular modeling software to highlight the most important interactions on a per-residue basis. We use this analysis to identify the structural determinants of EGFR targeted biologics. We suggest that commonly observed binding motifs serve as the basis for rational design of new EGFR targeted biologics, such as peptides, antibodies, and nanobodies.
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Affiliation(s)
- Claiborne W Tydings
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee, USA
- Center for Structural Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Bhuminder Singh
- Department of Medicine - Division of Gastroenterology, Hepatology, and Nutrition, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Adam W Smith
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, Texas, USA
| | - Kaitlyn V Ledwitch
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee, USA
- Center for Structural Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Benjamin P Brown
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee, USA
- Center for Structural Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Christine M Lovly
- Department of Medicine - Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Allison S Walker
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee, USA
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, USA
| | - Jens Meiler
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee, USA
- Center for Structural Biology, Vanderbilt University, Nashville, Tennessee, USA
- Institute for Drug Discovery, Leipzig University Medical School, Leipzig, SAC, Germany
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6
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Tornetta MA, Whitaker BP, Cantwell OM, Pisors ED, Han L, MacWilliams MP, Jiang H, Zhou F, Chiu ML. The process using a synthetic library that generates multiple diverse human single domain antibodies. Antib Ther 2024; 7:283-294. [PMID: 39381136 PMCID: PMC11456836 DOI: 10.1093/abt/tbae020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 07/17/2024] [Accepted: 08/02/2024] [Indexed: 10/10/2024] Open
Abstract
Background Single domain antibodies (sdAbs) possess unique characteristics that make them highly effective for developing complex therapeutics. Methods Our process uses a fully synthetic phage display library to generate single domain antibodies that can bind to disease relevant antigen conformations. A human IGHV3 family scaffold makes up the phage display libraries, and these VHO libraries are applied to diverse phage biopannings against target antigens. After NGS processing, unique VHOs undergo automated cloning into expression constructs followed by transfections and purifications. Binding assays were used to determine VHO binding behaviors to the target proteins. Additional VHO interactions are measured against endogenous targets on cells by way of flow cytometry, cell internalization, and activation assays. Results We show that a fully synthetic phage display library can generate VHOs that bind to disease relevant antigen conformations. The diverse biopanning methods and processing of next-generation sequencing generated many VHO paratopes. These different VHO sequences can be expressed as Fc fusion proteins. Various screening assays resulted in VHOs representing different epitopes or activities. During the hit evaluation, we demonstrate how screening can identify distinct VHO activities that have been used to generate differentiated drug molecules in various bispecific and multispecific antibody formats. Conclusion We demonstrate how screening can identify distinct VHO activities that have been used to generate differentiated drug molecules in various bispecific and multispecific antibody formats.
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Affiliation(s)
- Mark A Tornetta
- Biologics Discovery Department, Tavotek Biotherapeutics, 727 Norristown Road, Spring house Innovation Park, Building 3, Suite 101, Lower Gywnedd, PA 19002, United States
| | - Brian P Whitaker
- Biologics Discovery Department, Tavotek Biotherapeutics, 727 Norristown Road, Spring house Innovation Park, Building 3, Suite 101, Lower Gywnedd, PA 19002, United States
| | - Olivia M Cantwell
- Biologics Discovery Department, Tavotek Biotherapeutics, 727 Norristown Road, Spring house Innovation Park, Building 3, Suite 101, Lower Gywnedd, PA 19002, United States
| | - Eileen D Pisors
- Biologics Discovery Department, Tavotek Biotherapeutics, 727 Norristown Road, Spring house Innovation Park, Building 3, Suite 101, Lower Gywnedd, PA 19002, United States
| | - Lu Han
- Biologics Discovery Department, Tavotek Biotherapeutics, Building C2, Suzhou Biomedical Industrial Park, Suzhou, Jiang Su 215000, China
| | - Maria P MacWilliams
- Biologics Discovery Department, Tavotek Biotherapeutics, 727 Norristown Road, Spring house Innovation Park, Building 3, Suite 101, Lower Gywnedd, PA 19002, United States
| | - Hao Jiang
- Biologics Discovery Department, Tavotek Biotherapeutics, Building C2, Suzhou Biomedical Industrial Park, Suzhou, Jiang Su 215000, China
| | - Fulai Zhou
- Biologics Discovery Department, Tavotek Biotherapeutics, Building C2, Suzhou Biomedical Industrial Park, Suzhou, Jiang Su 215000, China
| | - Mark L Chiu
- Biologics Discovery Department, Tavotek Biotherapeutics, 727 Norristown Road, Spring house Innovation Park, Building 3, Suite 101, Lower Gywnedd, PA 19002, United States
- Biologics Discovery Department, Tavotek Biotherapeutics, Building C2, Suzhou Biomedical Industrial Park, Suzhou, Jiang Su 215000, China
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7
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Herrera M, Pretelli G, Desai J, Garralda E, Siu LL, Steiner TM, Au L. Bispecific antibodies: advancing precision oncology. Trends Cancer 2024; 10:893-919. [PMID: 39214782 DOI: 10.1016/j.trecan.2024.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 06/29/2024] [Accepted: 07/12/2024] [Indexed: 09/04/2024]
Abstract
Bispecific antibodies (bsAbs) are engineered molecules designed to target two different epitopes or antigens. The mechanism of action is determined by the bsAb molecular targets and structure (or format), which can be manipulated to create variable and novel functionalities, including linking immune cells with tumor cells, or dual signaling pathway blockade. Several bsAbs have already changed the treatment landscape of hematological malignancies and select solid cancers. However, the mechanisms of resistance to these agents are understudied and the management of toxicities remains challenging. Herein, we review the principles in bsAb engineering, current understanding of mechanisms of action and resistance, data for clinical application, and provide a perspective on ongoing challenges and future developments in this field.
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Affiliation(s)
- Mercedes Herrera
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Giulia Pretelli
- Department of Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Jayesh Desai
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Elena Garralda
- Department of Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain; Department of Medical Oncology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Lillian L Siu
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Thiago M Steiner
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia; Cancer Immunology Program, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Lewis Au
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia; Cancer Immunology Program, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
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8
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Culkins C, Adomanis R, Phan N, Robinson B, Slaton E, Lothrop E, Chen Y, Kimmel BR. Unlocking the Gates: Therapeutic Agents for Noninvasive Drug Delivery Across the Blood-Brain Barrier. Mol Pharm 2024. [PMID: 39324552 DOI: 10.1021/acs.molpharmaceut.4c00604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2024]
Abstract
The blood-brain barrier (BBB) is a highly selective network of various cell types that acts as a filter between the blood and the brain parenchyma. Because of this, the BBB remains a major obstacle for drug delivery to the central nervous system (CNS). In recent years, there has been a focus on developing various modifiable platforms, such as monoclonal antibodies (mAbs), nanobodies (Nbs), peptides, and nanoparticles, as both therapeutic agents and carriers for targeted drug delivery to treat brain cancers and diseases. Methods for bypassing the BBB can be invasive or noninvasive. Invasive techniques, such as transient disruption of the BBB using low pulse electrical fields and intracerebroventricular infusion, lack specificity and have numerous safety concerns. In this review, we will focus on noninvasive transport mechanisms that offer high levels of biocompatibility, personalization, specificity and are regarded as generally safer than their invasive counterparts. Modifiable platforms can be designed to noninvasively traverse the BBB through one or more of the following pathways: passive diffusion through a physio-pathologically disrupted BBB, adsorptive-mediated transcytosis, receptor-mediated transcytosis, shuttle-mediated transcytosis, and somatic gene transfer. Through understanding the noninvasive pathways, new applications, including Chimeric Antigen Receptors T-cell (CAR-T) therapy, and approaches for drug delivery across the BBB are emerging.
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Affiliation(s)
- Courtney Culkins
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio 43210, United States
| | - Roman Adomanis
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio 43210, United States
| | - Nathan Phan
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio 43210, United States
| | - Blaise Robinson
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio 43210, United States
| | - Ethan Slaton
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio 43210, United States
| | - Elijah Lothrop
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio 43210, United States
| | - Yinuo Chen
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio 43210, United States
| | - Blaise R Kimmel
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio 43210, United States
- Center for Cancer Engineering, Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio 43210, United States
- Pelotonia Institute for Immuno-Oncology, Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio 43210, United States
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9
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Singh V, Bhutkar M, Choudhary S, Nehul S, Kumar R, Singla J, Kumar P, Tomar S. Structure-guided mutations in CDRs for enhancing the affinity of neutralizing SARS-CoV-2 nanobody. Biochem Biophys Res Commun 2024; 734:150746. [PMID: 39366179 DOI: 10.1016/j.bbrc.2024.150746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Revised: 09/05/2024] [Accepted: 09/24/2024] [Indexed: 10/06/2024]
Abstract
The optimization of antibodies to attain the desired levels of affinity and specificity holds great promise for the development of next generation therapeutics. This study delves into the refinement and engineering of complementarity-determining regions (CDRs) through in silico affinity maturation followed by binding validation using isothermal titration calorimetry (ITC) and pseudovirus-based neutralization assays. Specifically, it focuses on engineering CDRs targeting the epitopes of receptor-binding domain (RBD) of the spike protein of SARS-CoV-2. A structure-guided virtual library of 112 single mutations in CDRs was generated and screened against RBD to select the potential affinity-enhancing mutations. Protein-protein docking analysis identified 32 single mutants of which nine mutants were selected for molecular dynamics (MD) simulations. Subsequently, biophysical ITC studies provided insights into binding affinity, and consistent with in silico findings, six mutations that demonstrated better binding affinity than native nanobody were further tested in vitro for neutralization activity against SARS-CoV-2 pseudovirus. Leu106Thr mutant was found to be most effective in virus-neutralization with IC50 values of ∼0.03 μM, as compared to the native nanobody (IC50 ∼0.77 μM). Thus, in this study, the developed computational pipeline guided by structure-aided interface profiles and thermodynamic analysis holds promise for the streamlined development of antibody-based therapeutic interventions against emerging variants of SARS-CoV-2 and other infectious pathogens.
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Affiliation(s)
- Vishakha Singh
- Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Uttarakhand, India
| | - Mandar Bhutkar
- Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Uttarakhand, India
| | - Shweta Choudhary
- Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Uttarakhand, India
| | - Sanketkumar Nehul
- Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Uttarakhand, India
| | - Rajesh Kumar
- Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Uttarakhand, India
| | - Jitin Singla
- Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Uttarakhand, India; Department of Computer Science and Engineering, Indian Institute of Technology Roorkee, Uttarakhand, India
| | - Pravindra Kumar
- Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Uttarakhand, India
| | - Shailly Tomar
- Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Uttarakhand, India.
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10
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Xie S, Shi W, Duan S, Huang X, Liu A, Hou X, Lin X, Zhong D, Sun S, Ding Z, Yang X, Chen X, Lu X. A nanobody-guided multifunctional T cell engager promotes strong anti-tumor responses via synergistic immuno-photothermal effects. J Nanobiotechnology 2024; 22:561. [PMID: 39272205 PMCID: PMC11401270 DOI: 10.1186/s12951-024-02781-1] [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] [Received: 04/30/2024] [Accepted: 08/14/2024] [Indexed: 09/15/2024] Open
Abstract
BACKGROUND T cell-based immunotherapies are facing great challenges in the recruitment and activation of tumor-specific T cells against solid tumors. Among which, utilizing nanobody (Nb) or nanobodies (Nbs) to construct T cell engager has emerged as a more practical potential for enhancing the anti-tumor effectiveness of T cells. Here, we designed a new Nb-guided multifunctional T cell engager (Nb-MuTE) that not only recruited effector T cells into the tumor tissues, but also efficiently activated T cells anti-tumor immunity when synergies with photothermal effect. RESULTS The Nb-MuTE, which was constructed based on an indocyanine green (ICG)-containing liposome with surface conjugation of CD105 and CD3 Nbs, and showed excellent targetability to both tumor and T cells, following enhancement of activation, proliferation and cytokine secretion of tumor-specific T cells. Notably, the immunological anti-tumor functions of Nb-MuTE-mediated T cells were further enhanced by the ICG-induced photothermal effect in vitro and in vivo. CONCLUSIONS Such a new platform Nb-MuTE provides a practical and "all-in-one" strategy to potentiate T cell responses for the treatment of solid tumor in clinic.
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Affiliation(s)
- Shenxia Xie
- Guangxi Key Laboratory of Nanobody Research, Guangxi Nanobody Engineering Research Center, College of Stomatology, Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China
- Pharmaceutical College, Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China
| | - Wei Shi
- Guangxi Key Laboratory of Nanobody Research, Guangxi Nanobody Engineering Research Center, College of Stomatology, Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China
| | - Siliang Duan
- Guangxi Key Laboratory of Nanobody Research, Guangxi Nanobody Engineering Research Center, College of Stomatology, Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China
- Department of Medicine, Guangxi University of Science and Technology, Liuzhou, Guangxi, 545005, P. R. China
| | - Xianing Huang
- Guangxi Key Laboratory of Nanobody Research, Guangxi Nanobody Engineering Research Center, College of Stomatology, Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China
| | - Aiqun Liu
- Guangxi Key Laboratory of Nanobody Research, Guangxi Nanobody Engineering Research Center, College of Stomatology, Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China
| | - Xiaoqiong Hou
- Guangxi Key Laboratory of Nanobody Research, Guangxi Nanobody Engineering Research Center, College of Stomatology, Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China
- School of Basic Medical Science, Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China
| | - Xuandong Lin
- Guangxi Key Laboratory of Nanobody Research, Guangxi Nanobody Engineering Research Center, College of Stomatology, Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China
| | - Dani Zhong
- Guangxi Key Laboratory of Nanobody Research, Guangxi Nanobody Engineering Research Center, College of Stomatology, Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China
| | - Shuyang Sun
- Guangxi Key Laboratory of Nanobody Research, Guangxi Nanobody Engineering Research Center, College of Stomatology, Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China
| | - Ziqiang Ding
- Guangxi Key Laboratory of Nanobody Research, Guangxi Nanobody Engineering Research Center, College of Stomatology, Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China
| | - Xiaomei Yang
- Guangxi Key Laboratory of Nanobody Research, Guangxi Nanobody Engineering Research Center, College of Stomatology, Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China.
- School of Basic Medical Science, Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China.
| | - Xiaoyuan Chen
- Nanomedicine Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore.
| | - Xiaoling Lu
- Guangxi Key Laboratory of Nanobody Research, Guangxi Nanobody Engineering Research Center, College of Stomatology, Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi, 530021, P. R. China.
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11
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Teodori L, Ochoa SK, Omer M, Andersen VL, Bech P, Su J, Bridoux J, Nielsen JS, Bertelsen MB, Hernot S, Gothelf KV, Kjems J. Plug-and-play nucleic acid-mediated multimerization of biparatopic nanobodies for molecular imaging. MOLECULAR THERAPY. NUCLEIC ACIDS 2024; 35:102305. [PMID: 39281705 PMCID: PMC11402398 DOI: 10.1016/j.omtn.2024.102305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 08/12/2024] [Indexed: 09/18/2024]
Abstract
In cancer molecular imaging, selecting binders with high specificity and affinity for biomarkers is paramount for achieving high-contrast imaging within clinical time frames. Nanobodies have emerged as potent candidates, surpassing antibodies in pre-clinical imaging due to their convenient production, rapid renal clearance, and deeper tissue penetration. Multimerization of nanobodies is a popular strategy to enhance their affinity and pharmacokinetics; however, traditional methods are laborious and may yield heterogeneous products. In this study, we employ a Holliday junction (HJ)-like nucleic acid-based scaffold to create homogeneous nanostructures with precise multivalent and multiparatopic nanobody displays. The plug-and-play assembly allowed the screening of several nanobody multimer configurations for the detection of the breast cancer biomarker, human epidermal growth factor receptor 2 (HER2). In vitro studies demonstrated significant improvements in binding avidity, particularly with the biparatopic construct exhibiting high sensitivity, surpassing that of traditional antibody-based cell binding. Furthermore, our HJ platform allowed for adaptation from fluorescence-based to nuclear imaging, as demonstrated in xenografted mice, thereby allowing for future in vivo applications. This work highlights the potential of nucleic acid-mediated multimerization to markedly enhance nanobody binding, by exploring synergistic combinations and offering versatility for both in vitro diagnostics and cancer molecular imaging with prospects for future theranostic applications.
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Affiliation(s)
- Laura Teodori
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus C, Denmark
| | - Sarah K Ochoa
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus C, Denmark
| | - Marjan Omer
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus C, Denmark
| | - Veronica L Andersen
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus C, Denmark
| | - Pernille Bech
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus C, Denmark
| | - Junyi Su
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus C, Denmark
| | - Jessica Bridoux
- Molecular Imaging and Therapy Laboratory (MITH), Vrije Universiteit Brussel (VUB), Building K, Laarbeeklaan 103, 1090 Brussels, Belgium
| | - Jesper S Nielsen
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus C, Denmark
| | - Mathias B Bertelsen
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus C, Denmark
- Department of Chemistry, Aarhus University, Langelandsgade 140, 8000 Aarhus C, Denmark
| | - Sophie Hernot
- Molecular Imaging and Therapy Laboratory (MITH), Vrije Universiteit Brussel (VUB), Building K, Laarbeeklaan 103, 1090 Brussels, Belgium
| | - Kurt V Gothelf
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus C, Denmark
- Department of Chemistry, Aarhus University, Langelandsgade 140, 8000 Aarhus C, Denmark
| | - Jørgen Kjems
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus C, Denmark
- Department of Molecular Biology and Genetics, Universitetsbyen 81, 8000 Aarhus C, Denmark
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12
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Zheng L, Wang H, Zhong X, Jia L, Shi G, Bai C, Yang R, Huang Z, Jiang Y, Wei J, Dong Z, Li J, Long Y, Dai L, Li Z, Chen C, Wang J. Reprogramming tumor microenvironment with precise photothermal therapy by calreticulin nanobody-engineered probiotics. Biomaterials 2024; 314:122809. [PMID: 39303415 DOI: 10.1016/j.biomaterials.2024.122809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Revised: 08/31/2024] [Accepted: 09/01/2024] [Indexed: 09/22/2024]
Abstract
Targeted therapies have revolutionized traditional cancer treatments by precisely targeting tumor cells, enhancing efficacy and safety. Despite this advancement, the proportion of cancer patients eligible for such therapies remains low due to the absence of suitable targets. Here, we investigate whether the translocation of the immunogenic cell death (ICD) marker calreticulin (CALR) from the endoplasmic reticulum (ER) to the cell surface following ICD induction can serve as a target for targeted therapies. To target CALR, a nanobody Nb215 identified from a naïve VHH phage library with high binding affinity to both human and mouse CALR was employed to engineer probiotic EcN 1917. Our results demonstrated that CALR nanobody-modified EcN-215 coupled with the photothermal dye indocyanine green (ICG) was able to exert NIR-II imaging-guide photothermal therapy (PTT). Moreover, PTT with EcN-215/ICG can reshape the tumor microenvironment by enhancing the infiltration of CD45+CD3+ T cells and CD11b+F4/80+ macrophages. Furthermore, the antitumor activity of CALR-targeted EcN-215/ICG is synergistically enhanced by blocking CD47-SIRPα axis. Collectively, our study provides a proof of concept for CALR-targeted therapy. Given that CALR translocation can be induced by various anticancer therapies across numerous tumor cell lines, CALR-targeted therapies hold promise as a novel approach for treating multiple types of cancers.
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Affiliation(s)
- Liuhai Zheng
- Department of Critical Care Medicine, Guangdong Provincial Clinical Research Center for Geriatrics, Shenzhen Clinical Research Center for Geriatric, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, 518020, China; Post-doctoral Scientific Research Station of Basic Medicine, Jinan University, Guangzhou, Guangdong, 510632, China
| | - Huifang Wang
- Department of Critical Care Medicine, Guangdong Provincial Clinical Research Center for Geriatrics, Shenzhen Clinical Research Center for Geriatric, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, 518020, China; Post-doctoral Scientific Research Station of Basic Medicine, Jinan University, Guangzhou, Guangdong, 510632, China
| | - Xiaoru Zhong
- Department of Hyperbaric Oxygen Medicine, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, 518020, China
| | - Lin Jia
- College of Pharmacy, Shenzhen Technology University, Shenzhen, 518118, China
| | - Guangwei Shi
- Department of Critical Care Medicine, Guangdong Provincial Clinical Research Center for Geriatrics, Shenzhen Clinical Research Center for Geriatric, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, 518020, China; Department of Neurosurgery & Medical Research Center, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), Foshan, 528399, China
| | - Chongzhi Bai
- Central Laboratory, Shanxi Province Hospital of Traditional Chinese Medicine, Taiyuan, 030012, China
| | - Runwei Yang
- Department of Neurosurgery & Medical Research Center, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), Foshan, 528399, China
| | - Zhenhui Huang
- College of Pharmacy, Shenzhen Technology University, Shenzhen, 518118, China
| | - Yuke Jiang
- Department of Critical Care Medicine, Guangdong Provincial Clinical Research Center for Geriatrics, Shenzhen Clinical Research Center for Geriatric, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, 518020, China; State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, Artemisinin Research Center, Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China; State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, Kaifeng, 475004, China
| | - Jinxi Wei
- Department of Hyperbaric Oxygen Medicine, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, 518020, China
| | - Zhiyu Dong
- Department of Hyperbaric Oxygen Medicine, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, 518020, China
| | - Jiexuan Li
- Department of Hyperbaric Oxygen Medicine, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, 518020, China
| | - Ying Long
- Department of Hyperbaric Oxygen Medicine, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, 518020, China
| | - Lingyun Dai
- Department of Critical Care Medicine, Guangdong Provincial Clinical Research Center for Geriatrics, Shenzhen Clinical Research Center for Geriatric, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, 518020, China.
| | - Zhijie Li
- Department of Hyperbaric Oxygen Medicine, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, 518020, China.
| | - Chunbo Chen
- Department of Critical Care Medicine, Guangdong Provincial Clinical Research Center for Geriatrics, Shenzhen Clinical Research Center for Geriatric, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, 518020, China.
| | - Jigang Wang
- Department of Critical Care Medicine, Guangdong Provincial Clinical Research Center for Geriatrics, Shenzhen Clinical Research Center for Geriatric, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, 518020, China; State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, Artemisinin Research Center, Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China; State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, Kaifeng, 475004, China.
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13
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Koch-Nolte F. Nanobody-based heavy chain antibodies and chimeric antibodies. Immunol Rev 2024. [PMID: 39212236 DOI: 10.1111/imr.13385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Nanobodies are the products of an intriguing invention in the evolution of immunoglobulins. This invention can be traced back approximately 45 million years to the common ancestor of extant dromedaries, camels, llamas, and alpacas. Next to conventional heterotetrameric H2L2 antibodies, these camelids produce homodimeric nanobody-based heavy chain antibodies, composed of shortened heavy chains that a lack the CH1 domain. Nanobodies against human target antigens are derived from immunized animals and/or synthetic nanobody libraries. As a robust, highly soluble, single immunoglobulin domain, a nanobody can easily be fused to another protein, for example to another nanobody and/or the hinge and constant domains of other immunoglobulins. Nanobody-derived heavy chain antibodies hold promise as a new form of immunotherapeutics.
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Affiliation(s)
- Friedrich Koch-Nolte
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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14
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Yu T, Zheng F, He W, Muyldermans S, Wen Y. Single domain antibody: Development and application in biotechnology and biopharma. Immunol Rev 2024. [PMID: 39166870 DOI: 10.1111/imr.13381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/23/2024]
Abstract
Heavy-chain antibodies (HCAbs) are a unique type of antibodies devoid of light chains, and comprised of two heavy chains-only that recognize their cognate antigen by virtue of a single variable domain also referred to as VHH, single domain antibody (sdAb), or nanobody (Nb). These functional HCAbs, serendipitous discovered about three decades ago, are exclusively found in camelids, comprising dromedaries, camels, llamas, and vicugnas. Nanobodies have become an essential tool in biomedical research and medicine, both in diagnostics and therapeutics due to their beneficial properties: small size, high stability, strong antigen-binding affinity, low immunogenicity, low production cost, and straightforward engineering into more potent affinity reagents. The occurrence of HCAbs in camelids remains intriguing. It is believed to be an evolutionary adaptation, equipping camelids with a robust adaptive immune defense suitable to respond to the pressure from a pathogenic invasion necessitating a more profound antigen recognition and neutralization. This evolutionary innovation led to a simplified HCAb structure, possibly supported by genetic mutations and drift, allowing adaptive mutation and diversification in the heavy chain variable gene and constant gene regions. Beyond understanding their origins, the application of nanobodies has significantly advanced over the past 30 years. Alongside expanding laboratory research, there has been a rapid increase in patent application for nanobodies. The introduction of commercial nanobody drugs such as Cablivi, Nanozora, Envafolimab, and Carvykti has boosted confidence among in their potential. This review explores the evolutionary history of HCAbs, their ontogeny, and applications in biotechnology and pharmaceuticals, focusing on approved and ongoing medical research pipelines.
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Affiliation(s)
- Ting Yu
- Center for Microbiome Research of Med-X Institute, Shaanxi Provincial Key Laboratory of Sepsis in Critical Care Medicine, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Fang Zheng
- The Key Laboratory of Environment and Genes Related to Disease of Ministry of Education, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Wenbo He
- Center for Microbiome Research of Med-X Institute, Shaanxi Provincial Key Laboratory of Sepsis in Critical Care Medicine, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Serge Muyldermans
- Laboratory of Cellular and Molecular Immunology, Vrije Universiteit Brussel, Brussels, Belgium
| | - Yurong Wen
- Center for Microbiome Research of Med-X Institute, Shaanxi Provincial Key Laboratory of Sepsis in Critical Care Medicine, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
- The Key Laboratory of Environment and Genes Related to Disease of Ministry of Education, Health Science Center, Xi'an Jiaotong University, Xi'an, China
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15
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Alvarez JAE, Dean SN. TEMPRO: nanobody melting temperature estimation model using protein embeddings. Sci Rep 2024; 14:19074. [PMID: 39154093 PMCID: PMC11330463 DOI: 10.1038/s41598-024-70101-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024] Open
Abstract
Single-domain antibodies (sdAbs) or nanobodies have received widespread attention due to their small size (~ 15 kDa) and diverse applications in bio-derived therapeutics. As many modern biotechnology breakthroughs are applied to antibody engineering and design, nanobody thermostability or melting temperature (Tm) is crucial for their successful utilization. In this study, we present TEMPRO which is a predictive modeling approach for estimating the Tm of nanobodies using computational methods. Our methodology integrates various nanobody biophysical features to include Evolutionary Scale Modeling (ESM) embeddings, NetSurfP3 structural predictions, pLDDT scores per sdAb region from AlphaFold2, and each sequence's physicochemical characteristics. This approach is validated with our combined dataset containing 567 unique sequences with corresponding experimental Tm values from a manually curated internal data and a recently published nanobody database, NbThermo. Our results indicate the efficacy of protein embeddings in reliably predicting the Tm of sdAbs with mean absolute error (MAE) of 4.03 °C and root mean squared error (RMSE) of 5.66 °C, thus offering a valuable tool for the optimization of nanobodies for various biomedical and therapeutic applications. Moreover, we have validated the models' performance using experimentally determined Tms from nanobodies not found in NbThermo. This predictive model not only enhances nanobody thermostability prediction, but also provides a useful perspective of using embeddings as a tool for facilitating a broader applicability of downstream protein analyses.
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Affiliation(s)
- Jerome Anthony E Alvarez
- Naval Research Laboratory, Center for Bio/Molecular Science and Engineering, Washington, DC, USA
| | - Scott N Dean
- Naval Research Laboratory, Center for Bio/Molecular Science and Engineering, Washington, DC, USA.
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16
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Sun Y, Martinez-Ramos C, Chen E, Osawa Y, Zhang H. A General Method to Screen Nanobodies for Cytochrome P450 Enzymes from a Yeast Surface Display Library. Biomedicines 2024; 12:1863. [PMID: 39200327 PMCID: PMC11351928 DOI: 10.3390/biomedicines12081863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 08/08/2024] [Accepted: 08/12/2024] [Indexed: 09/02/2024] Open
Abstract
The availability of yeast surface display nanobody (Nb) libraries offers a convenient way to acquire antigen-specific nanobodies that may be useful for protein structure-function studies and/or therapeutic applications, complementary to the conventional method of acquiring nanobodies through immunization in camelids. In this study, we developed a general approach to select nanobodies for cytochrome P450 enzymes from a highly diverse yeast display library. We tested our method on three P450 enzymes including CYP102A1, neuronal nitric oxide synthase (nNOS), and the complex of CYP2B4:POR, using a novel streamlined approach where biotinylated P450s were bound to fluorescent-labeled streptavidin for Nb screening. The Nb-antigen binders were selectively enriched using magnetic-activated cell sorting (MACS) and fluorescence-activated cell sorting (FACS). After two rounds of MACS, the population of positive binders was enriched by >5-fold compared to the naïve library. The subsequent FACS selection, with a gating of 0.1%, identified 634, 270, and 215 positive binders for CYP102A1, nNOS, and CYP2B4:POR, respectively. The positive binders for CYP102A1 were further triaged based on EC50 determined at various antigen concentrations. DNA sequencing of the top 30 binders of CYP102A1 resulted in 26 unique clones, 8 of which were selected for over-expression and characterization. They were found to inhibit CYP102A1-catalyzed oxidation of omeprazole with IC50 values in the range of 0.16-2.8 µM. These results validate our approach and may be applied to other protein targets for the effective selection of specific nanobodies.
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Affiliation(s)
- Yudong Sun
- Department of Pharmacology, The University of Michigan Medical School, Ann Arbor, MI 48109, USA; (Y.S.); (C.M.-R.); (Y.O.)
| | - Cristian Martinez-Ramos
- Department of Pharmacology, The University of Michigan Medical School, Ann Arbor, MI 48109, USA; (Y.S.); (C.M.-R.); (Y.O.)
| | - Eugene Chen
- Internal Medicine, The University of Michigan Medical School, Ann Arbor, MI 48109, USA;
| | - Yoichi Osawa
- Department of Pharmacology, The University of Michigan Medical School, Ann Arbor, MI 48109, USA; (Y.S.); (C.M.-R.); (Y.O.)
| | - Haoming Zhang
- Department of Pharmacology, The University of Michigan Medical School, Ann Arbor, MI 48109, USA; (Y.S.); (C.M.-R.); (Y.O.)
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17
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Ploegh H, Liu X, Le Gall C, Alexander R, Borgman E, Balligand T. Bi-specific antibody engagers for cancer immunotherapy. RESEARCH SQUARE 2024:rs.3.rs-4792057. [PMID: 39149504 PMCID: PMC11326407 DOI: 10.21203/rs.3.rs-4792057/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
Bispecific antibody engagers are fusion proteins composed of a nanobody that recognizes immunoglobulin kappa light chains (VHH kappa ) and a nanobody that recognizes either CTLA-4 or PD-L1. These fusions show strong antitumor activity in mice through recruitment of polyclonal immunoglobulins independently of specificity or isotype. In the MC38 mouse model of colorectal carcinoma, the anti-CTLA-4VHH-VHH kappa conjugate eradicates tumors and reduces the number of intratumoral regulatory T cells. The anti-PD-L1VHH-VHH kappa conjugate is less effective in the MC38 model, whilst still outperforming an antibody of similar specificity. The potency of the anti-PD-L1VHH-VHH kappa conjugate was strongly enhanced by installation of the cytotoxic drug maytansine or a STING agonist. The ability of such fusions to engage the Fc-mediated functions of all immunoglobulin isotypes is an appealing strategy to further improve on the efficacy of immune checkpoint blockade, commonly delivered as a monoclonal immunoglobulin of a single defined isotype.
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Affiliation(s)
| | | | - Camille Le Gall
- Radboud Institute for Molecular Life Sciences, Radboud University Medical Center
| | | | - Ella Borgman
- Boston Children's Hospital, Harvard Medical School
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18
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Gallant JP, Hicks D, Shi K, Moeller NH, Hoppe B, Lake EW, Baehr C, Pravetoni M, Aihara H, LeBeau AM. Identification and biophysical characterization of a novel domain-swapped camelid antibody specific for fentanyl. J Biol Chem 2024; 300:107502. [PMID: 38945452 PMCID: PMC11321312 DOI: 10.1016/j.jbc.2024.107502] [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] [Received: 02/16/2024] [Revised: 06/04/2024] [Accepted: 06/17/2024] [Indexed: 07/02/2024] Open
Abstract
Opioid use disorders (OUD) and overdoses are ever-evolving public health threats that continue to grow in incidence and prevalence in the United States and abroad. Current treatments consist of opioid receptor agonists and antagonists, which are safe and effective but still suffer from some limitations. Murine and humanized monoclonal antibodies (mAb) have emerged as an alternative and complementary strategy to reverse and prevent opioid-induced respiratory depression. To explore antibody applications beyond traditional heavy-light chain mAbs, we identified and biophysically characterized a novel single-domain antibody specific for fentanyl from a camelid variable-heavy-heavy (VHH) domain phage display library. Structural data suggested that VHH binding to fentanyl was facilitated by a unique domain-swapped dimerization mechanism, which accompanied a rearrangement of complementarity-determining region loops leading to the formation of a fentanyl-binding pocket. Structure-guided mutagenesis further identified an amino acid substitution that improved the affinity and relaxed the requirement for dimerization of the VHH in fentanyl binding. Our studies demonstrate VHH engagement of an opioid and inform on how to further engineer a VHH for enhanced stability and efficacy, laying the groundwork for exploring the in vivo applications of VHH-based biologics against OUD and overdose.
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Affiliation(s)
- Joseph P Gallant
- Department of Pathology and Laboratory Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Dustin Hicks
- Department of Pharmacology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Ke Shi
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Nicholas H Moeller
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Brooke Hoppe
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Eric W Lake
- Department of Pathology and Laboratory Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Carly Baehr
- Department of Pharmacology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Marco Pravetoni
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA; Center for Medication Development for Substance Use Disorders, University of Washington, Seattle, Washington, USA.
| | - Hideki Aihara
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, Minnesota, USA.
| | - Aaron M LeBeau
- Department of Pathology and Laboratory Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA; Carbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
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19
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Boutin L, Barjon C, Chauvet M, Lafrance L, Senechal E, Bourges D, Vigne E, Scotet E. Camelid-derived Tcell engagers harnessing human γδ T cells as promising antitumor immunotherapeutic agents. Eur J Immunol 2024; 54:e2350773. [PMID: 38804118 DOI: 10.1002/eji.202350773] [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] [Received: 09/13/2023] [Revised: 04/23/2024] [Accepted: 04/24/2024] [Indexed: 05/29/2024]
Abstract
In the last decade, there has been a surge in developing immunotherapies to enhance the immune system's ability to eliminate tumor cells. Bispecific antibodies known as T cell engagers (TCEs) present an attractive strategy in this pursuit. TCEs aim to guide cytotoxic T cells toward tumor cells, thereby inducing a strong activation and subsequent tumor cell lysis. In this study, we investigated the activity of different TCEs on both conventional alpha-beta (αβ) T cells and unconventional gamma delta (γδ) T cells. TCEs were built using camelid single-domain antibodies (VHHs) targeting the tumor-associated antigen CEACAM5 (CEA), together with T cell receptor chains or a CD3 domain. We show that Vγ9Vδ2 T cells display stronger in vitro antitumor activity than αβ T cells when stimulated with a CD3xCEA TCE. Furthermore, restricting the activation of fresh human peripheral T cells to Vγ9Vδ2 T cells limited the production of protumor factors and proinflammatory cytokines, commonly associated with toxicity in patients. Taken together, our findings provide further insights that γδ T cell-specific TCEs hold promise as specific, effective, and potentially safe molecules to improve antitumor immunotherapies.
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Affiliation(s)
- Lola Boutin
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, CRCI2NA, Nantes, France
- LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France
- Sanofi, Large Molecule Research, Vitry-sur-Seine, France
| | | | - Morgane Chauvet
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, CRCI2NA, Nantes, France
- LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France
- Sanofi, Oncology, Vitry-sur-Seine, France
| | - Laura Lafrance
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, CRCI2NA, Nantes, France
- LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France
| | - Eric Senechal
- Sanofi, Large Molecule Research, Vitry-sur-Seine, France
| | | | | | - Emmanuel Scotet
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, CRCI2NA, Nantes, France
- LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France
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Kamoshida G, Yamaguchi D, Kaya Y, Yamakado T, Yamashita K, Aoyagi M, Nagai S, Yamada N, Kawagishi Y, Sugano M, Sakairi Y, Ueno M, Takemoto N, Morita Y, Ishizaka Y, Yahiro K. Development of a novel bacterial production system for recombinant bioactive proteins completely free from endotoxin contamination. PNAS NEXUS 2024; 3:pgae328. [PMID: 39161731 PMCID: PMC11331542 DOI: 10.1093/pnasnexus/pgae328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 07/29/2024] [Indexed: 08/21/2024]
Abstract
Endotoxins, or lipopolysaccharides (LPS), are potent immunostimulatory molecules of critical concern in bacterial recombinant protein expression systems. The gram-negative bacterium Acinetobacter baumannii exhibits an interesting and unique phenotype characterized by the complete loss of LPS. In this study, we developed a novel system for producing recombinant proteins completely devoid of endotoxin contamination using LPS-deficient A. baumannii. We purified endotoxin-free functional green fluorescent protein, which reduced endotoxin contamination by approximately three orders of magnitude, and also purified the functional cytokine tumor necrosis factor (TNF)-α. Additionally, utilization of the Omp38 signal peptide of A. baumannii enabled the extracellular production of variable domain of heavy chain of heavy chain (VHH) antibodies. With these advantages, mNb6-tri-20aa, a multivalent VHH that specifically binds to the spike protein of severe acute respiratory syndrome coronavirus 2, was purified from the culture supernatant, and endotoxin contamination was reduced by a factor of approximately 2 × 105 compared with that in conventional expression systems. A virus neutralization assay demonstrated the functionality of the purified antibody in suppressing viral infections. Moreover, we applied our system to produce ozoralizumab, a multispecific VHH that binds to human TNF-α and albumin and are marketed as a rheumatoid arthritis drug. We successfully purified a functional antibody from endotoxin contamination. This system establishes a new, completely endotoxin-free platform for the expression of recombinant proteins, which distinguishes it from other bacterial expression systems, and holds promise for future applications.
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Affiliation(s)
- Go Kamoshida
- Department of Infection Control Science, Meiji Pharmaceutical University, 2-522-1 Noshio, Kiyose, Tokyo 204-8588, Japan
- Laboratory of Microbiology and Infection Control, Kyoto Pharmaceutical University, 5 Misasagi-Nakauchi-cho, Yamashina-ku, Kyoto 607-8414, Japan
| | - Daiki Yamaguchi
- Laboratory of Microbiology and Infection Control, Kyoto Pharmaceutical University, 5 Misasagi-Nakauchi-cho, Yamashina-ku, Kyoto 607-8414, Japan
| | - Yuki Kaya
- Laboratory of Microbiology and Infection Control, Kyoto Pharmaceutical University, 5 Misasagi-Nakauchi-cho, Yamashina-ku, Kyoto 607-8414, Japan
| | - Toshiki Yamakado
- Laboratory of Microbiology and Infection Control, Kyoto Pharmaceutical University, 5 Misasagi-Nakauchi-cho, Yamashina-ku, Kyoto 607-8414, Japan
| | - Kenta Yamashita
- Laboratory of Microbiology and Infection Control, Kyoto Pharmaceutical University, 5 Misasagi-Nakauchi-cho, Yamashina-ku, Kyoto 607-8414, Japan
| | - Moe Aoyagi
- Laboratory of Microbiology and Infection Control, Kyoto Pharmaceutical University, 5 Misasagi-Nakauchi-cho, Yamashina-ku, Kyoto 607-8414, Japan
| | - Saaya Nagai
- Laboratory of Microbiology and Infection Control, Kyoto Pharmaceutical University, 5 Misasagi-Nakauchi-cho, Yamashina-ku, Kyoto 607-8414, Japan
| | - Noriteru Yamada
- Laboratory of Microbiology and Infection Control, Kyoto Pharmaceutical University, 5 Misasagi-Nakauchi-cho, Yamashina-ku, Kyoto 607-8414, Japan
| | - Yu Kawagishi
- Laboratory of Microbiology and Infection Control, Kyoto Pharmaceutical University, 5 Misasagi-Nakauchi-cho, Yamashina-ku, Kyoto 607-8414, Japan
| | - Mizuki Sugano
- Department of Infection Control Science, Meiji Pharmaceutical University, 2-522-1 Noshio, Kiyose, Tokyo 204-8588, Japan
| | - Yoshiaki Sakairi
- Department of Infection Control Science, Meiji Pharmaceutical University, 2-522-1 Noshio, Kiyose, Tokyo 204-8588, Japan
| | - Mikako Ueno
- Department of Intractable Diseases, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjyuku-ku, Tokyo 162-8655, Japan
| | - Norihiko Takemoto
- Pathogenic Microbe Laboratory, Research Institute, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjyuku-ku, Tokyo 162-8655, Japan
| | - Yuji Morita
- Department of Infection Control Science, Meiji Pharmaceutical University, 2-522-1 Noshio, Kiyose, Tokyo 204-8588, Japan
| | - Yukihito Ishizaka
- Department of Intractable Diseases, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjyuku-ku, Tokyo 162-8655, Japan
| | - Kinnosuke Yahiro
- Laboratory of Microbiology and Infection Control, Kyoto Pharmaceutical University, 5 Misasagi-Nakauchi-cho, Yamashina-ku, Kyoto 607-8414, Japan
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Hutchings CJ, Sato AK. Phage display technology and its impact in the discovery of novel protein-based drugs. Expert Opin Drug Discov 2024; 19:887-915. [PMID: 39074492 DOI: 10.1080/17460441.2024.2367023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 06/07/2024] [Indexed: 07/31/2024]
Abstract
INTRODUCTION Phage display technology is a well-established versatile in vitro display technology that has been used for over 35 years to identify peptides and antibodies for use as reagents and therapeutics, as well as exploring the diversity of alternative scaffolds as another option to conventional therapeutic antibody discovery. Such successes have been responsible for spawning a range of biotechnology companies, as well as many complementary technologies devised to expedite the drug discovery process and resolve bottlenecks in the discovery workflow. AREAS COVERED In this perspective, the authors summarize the application of phage display for drug discovery and provide examples of protein-based drugs that have either been approved or are being developed in the clinic. The amenability of phage display to generate functional protein molecules to challenging targets and recent developments of strategies and techniques designed to harness the power of sampling diverse repertoires are highlighted. EXPERT OPINION Phage display is now routinely combined with cutting-edge technologies to deep-mine antibody-based repertoires, peptide, or alternative scaffold libraries generating a wealth of data that can be leveraged, e.g. via artificial intelligence, to enable the potential for clinical success in the discovery and development of protein-based therapeutics.
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Medina Pérez VM, Baselga M, Schuhmacher AJ. Single-Domain Antibodies as Antibody-Drug Conjugates: From Promise to Practice-A Systematic Review. Cancers (Basel) 2024; 16:2681. [PMID: 39123409 PMCID: PMC11311928 DOI: 10.3390/cancers16152681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 07/23/2024] [Accepted: 07/25/2024] [Indexed: 08/12/2024] Open
Abstract
BACKGROUND Antibody-drug conjugates (ADCs) represent potent cancer therapies that deliver highly toxic drugs to tumor cells precisely, thus allowing for targeted treatment and significantly reducing off-target effects. Despite their effectiveness, ADCs can face limitations due to acquired resistance and potential side effects. OBJECTIVES This study focuses on advances in various ADC components to improve both the efficacy and safety of these agents, and includes the analysis of several novel ADC formats. This work assesses whether the unique features of VHHs-such as their small size, enhanced tissue penetration, stability, and cost-effectiveness-make them a viable alternative to conventional antibodies for ADCs and reviews their current status in ADC development. METHODS Following PRISMA guidelines, this study focused on VHHs as components of ADCs, examining advancements and prospects from 1 January 2014 to 30 June 2024. Searches were conducted in PubMed, Cochrane Library, ScienceDirect and LILACS using specific terms related to ADCs and single-domain antibodies. Retrieved articles were rigorously evaluated, excluding duplicates and non-qualifying studies. The selected peer-reviewed articles were analyzed for quality and synthesized to highlight advancements, methods, payloads, and future directions in ADC research. RESULTS VHHs offer significant advantages for drug conjugation over conventional antibodies due to their smaller size and structure, which enhance tissue penetration and enable access to previously inaccessible epitopes. Their superior stability, solubility, and manufacturability facilitate cost-effective production and expand the range of targetable antigens. Additionally, some VHHs can naturally cross the blood-brain barrier or be easily modified to favor their penetration, making them promising for targeting brain tumors and metastases. Although no VHH-drug conjugates (nADC or nanoADC) are currently in the clinical arena, preclinical studies have explored various conjugation methods and linkers. CONCLUSIONS While ADCs are transforming cancer treatment, their unique mechanisms and associated toxicities challenge traditional views on bioavailability and vary with different tumor types. Severe toxicities, often linked to compound instability, off-target effects, and nonspecific blood cell interactions, highlight the need for better understanding. Conversely, the rapid distribution, tumor penetration, and clearance of VHHs could be advantageous, potentially reducing toxicity by minimizing prolonged exposure. These attributes make single-domain antibodies strong candidates for the next generation of ADCs, potentially enhancing both efficacy and safety.
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Affiliation(s)
- Víctor Manuel Medina Pérez
- Molecular Oncology Group, Instituto de Investigación Sanitaria Aragón (IIS Aragón), 50009 Zaragoza, Spain;
| | - Marta Baselga
- Molecular Oncology Group, Instituto de Investigación Sanitaria Aragón (IIS Aragón), 50009 Zaragoza, Spain;
| | - Alberto J. Schuhmacher
- Molecular Oncology Group, Instituto de Investigación Sanitaria Aragón (IIS Aragón), 50009 Zaragoza, Spain;
- Fundación Aragonesa para la Investigación y el Desarrollo (ARAID), 50018 Zaragoza, Spain
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23
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Zheng L, Wang H, Zhou J, Shi G, Ma J, Jiang Y, Dong Z, Li J, He YQ, Wu D, Sun J, Xu C, Li Z, Wang J. Off-the-shelf CAR-NK cells targeting immunogenic cell death marker ERp57 execute robust antitumor activity and have a synergistic effect with ICD inducer oxaliplatin. J Immunother Cancer 2024; 12:e008888. [PMID: 38964787 PMCID: PMC11227840 DOI: 10.1136/jitc-2024-008888] [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] [Accepted: 06/13/2024] [Indexed: 07/06/2024] Open
Abstract
BACKGROUND Chimeric antigen receptor natural killer (CAR-NK) therapy holds great promise for treating hematologic tumors, but its efficacy in solid tumors is limited owing to the lack of suitable targets and poor infiltration of engineered NK cells. Here, we explore whether immunogenic cell death (ICD) marker ERp57 translocated from endoplasmic reticulum to cell surface after drug treatment could be used as a target for CAR-NK therapy. METHODS To target ERp57, a VHH phage display library was used for screening ERp57-targeted nanobodies (Nbs). A candidate Nb with high binding affinity to both human and mouse ERp57 was used for constructing CAR-NK cells. Various in vitro and in vivo studies were performed to assess the antitumor efficacy of the constructed CAR-NK cells. RESULTS We demonstrate that the translocation of ERp57 can not only be induced by low-dose oxaliplatin (OXP) treatment but also is spontaneously expressed on the surface of various types of tumor cell lines. Our results show that G6-CAR-NK92 cells can effectively kill various tumor cell lines in vitro on which ERp57 is induced or intrinsically expressed, and also exhibit potent antitumor effects in cancer cell-derived xenograft and patient-derived xenograft mouse models. Additionally, the antitumor activity of G6-CAR-NK92 cells is synergistically enhanced by the low-dose ICD-inducible drug OXP. CONCLUSION Collectively, our findings suggest that ERp57 can be leveraged as a new tumor antigen for CAR-NK targeting, and the resultant CAR-NK cells have the potential to be applied as a broad-spectrum immune cell therapy for various cancers by combining with ICD inducer drugs.
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Affiliation(s)
- Liuhai Zheng
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of Urology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, China
- Integrated Chinese and Western Medicine Postdoctoral Research Station, Jinan University, Guangzhou, Guangdong, China
| | - Huifang Wang
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of Urology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, China
- Integrated Chinese and Western Medicine Postdoctoral Research Station, Jinan University, Guangzhou, Guangdong, China
| | - Jihao Zhou
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of Urology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, China
- Department of Hematology, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; the First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, Guangdong, China
| | - Guangwei Shi
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of Urology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, China
- Department of Neurosurgery & Medical Research Center, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), Guangzhou, Guangdong, China
| | - Jingbo Ma
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of Urology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, China
| | - Yuke Jiang
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of Urology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, China
| | - Zhiyu Dong
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of Urology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, China
| | - Jiexuan Li
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of Urology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, China
| | - Yuan-Qiao He
- Center of Laboratory Animal Science, Nanchang University, Nanchang, Jiangxi, China
- Key Laboratory of New Drug Evaluation and Transformation of Jiangxi Province Nanchang Royo Biotech Co,. Ltd, Nanchang, Jiangxi, China
| | - Dinglan Wu
- Shenzhen Key Laboratory of Viral Oncology, Clinical Innovation and Research Centre (CIRC), Shenzhen Hospital of Southern Medical University, Shenzhen, Guangdong, China
| | - Jichao Sun
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of Urology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, China
| | - Chengchao Xu
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of Urology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, China
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, Artemisinin Research Center, Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China
- College of Integrative Medicine, Laboratory of Pathophysiology, Key Laboratory of Integrative Medicine on Chronic Diseases, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
| | - Zhijie Li
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of Urology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, China
| | - Jigang Wang
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of Urology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, China
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, Artemisinin Research Center, Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
- Department of Traditional Chinese Medicine and School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, Guangdong, China
- State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, Kaifeng, Henan, China
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24
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Liao X, Wang J, Guo B, Bai M, Zhang Y, Yu G, Wang P, Wei J, Wang J, Yan X, Fan K, Wang Y. Enhancing Nanobody Immunoassays through Ferritin Fusion: Construction of a Salmonella-Specific Fenobody for Improved Avidity and Sensitivity. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:14967-14974. [PMID: 38957086 DOI: 10.1021/acs.jafc.4c03606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2024]
Abstract
Nanobodies (Nbs) serve as powerful tools in immunoassays. However, their small size and monovalent properties pose challenges for practical application. Multimerization emerges as a significant strategy to address these limitations, enhancing the utilization of nanobodies in immunoassays. Herein, we report the construction of a Salmonella-specific fenobody (Fb) through the fusion of a nanobody to ferritin, resulting in a self-assembled 24-valent nanocage-like structure. The fenobody exhibits a 35-fold increase in avidity compared to the conventional nanobody while retaining good thermostability and specificity. Leveraging this advancement, three ELISA modes were designed using Fb as the capture antibody, along with unmodified Nb422 (FbNb-ELISA), biotinylated Nb422 (FbBio-ELISA), and phage-displayed Nb422 (FbP-ELISA) as the detection antibody, respectively. Notably, the FbNb-ELISA demonstrates a detection limit (LOD) of 3.56 × 104 CFU/mL, which is 16-fold lower than that of FbBio-ELISA and similar to FbP-ELISA. Moreover, a fenobody and nanobody sandwich chemiluminescent enzyme immunoassay (FbNb-CLISA) was developed by replacing the TMB chromogenic substrate with luminal, resulting in a 12-fold reduction in the LOD. Overall, the ferritin-displayed technology represents a promising methodology for enhancing the detection performance of nanobody-based sandwich ELISAs, thereby expanding the applicability of Nbs in food detection and other fields requiring multivalent modification.
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Affiliation(s)
- Xingrui Liao
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shanxi 712100, China
| | - Jiamin Wang
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shanxi 712100, China
| | - Bing Guo
- College of Life Science, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Mengfan Bai
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shanxi 712100, China
| | - Yao Zhang
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shanxi 712100, China
| | - Gege Yu
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shanxi 712100, China
| | - Peng Wang
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shanxi 712100, China
| | - Juan Wei
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shanxi 712100, China
| | - Jianlong Wang
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shanxi 712100, China
| | - Xiyun Yan
- CAS Engineering Laboratory for Nanozyme, Key Laboratory of Biomacromolecules (CAS), CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Kelong Fan
- CAS Engineering Laboratory for Nanozyme, Key Laboratory of Biomacromolecules (CAS), CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
- Nanozyme Laboratory in Zhongyuan, Henan Academy of Innovations in Medical Science, Zhengzhou, Henan 451163, China
| | - Yanru Wang
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shanxi 712100, China
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25
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Dong Y, Wang J, Chen L, Chen H, Dang S, Li F. Aptamer-based assembly systems for SARS-CoV-2 detection and therapeutics. Chem Soc Rev 2024; 53:6830-6859. [PMID: 38829187 DOI: 10.1039/d3cs00774j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2024]
Abstract
Nucleic acid aptamers are oligonucleotide chains with molecular recognition properties. Compared with antibodies, aptamers show advantages given that they are readily produced via chemical synthesis and elicit minimal immunogenicity in biomedicine applications. Notably, aptamer-encoded nucleic acid assemblies further improve the binding affinity of aptamers with the targets due to their multivalent synergistic interactions. Specially, aptamers can be engineered with special topological arrangements in nucleic acid assemblies, which demonstrate spatial and valence matching towards antigens on viruses, thus showing potential in the detection and therapeutic applications of viruses. This review presents the recent progress on the aptamers explored for SARS-CoV-2 detection and infection treatment, wherein applications of aptamer-based assembly systems are introduced in detail. Screening methods and chemical modification strategies for aptamers are comprehensively summarized, and the types of aptamers employed against different target domains of SARS-CoV-2 are illustrated. The evolution of aptamer-based assembly systems for the detection and neutralization of SARS-CoV-2, as well as the construction principle and characteristics of aptamer-based DNA assemblies are demonstrated. The typically representative works are presented to demonstrate how to assemble aptamers rationally and elaborately for specific applications in SARS-CoV-2 diagnosis and neutralization. Finally, we provide deep insights into the current challenges and future perspectives towards aptamer-based nucleic acid assemblies for virus detection and neutralization in nanomedicine.
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Affiliation(s)
- Yuhang Dong
- State Key Laboratory of Chemical Resource Engineering, College of Chemistry, Beijing University of Chemical Technology, Beijing, 100029, P. R. China.
| | - Jingping Wang
- State Key Laboratory of Chemical Resource Engineering, College of Chemistry, Beijing University of Chemical Technology, Beijing, 100029, P. R. China.
| | - Ling Chen
- State Key Laboratory of Chemical Resource Engineering, College of Chemistry, Beijing University of Chemical Technology, Beijing, 100029, P. R. China.
| | - Haonan Chen
- State Key Laboratory of Chemical Resource Engineering, College of Chemistry, Beijing University of Chemical Technology, Beijing, 100029, P. R. China.
| | - Shuangbo Dang
- State Key Laboratory of Chemical Resource Engineering, College of Chemistry, Beijing University of Chemical Technology, Beijing, 100029, P. R. China.
| | - Feng Li
- State Key Laboratory of Chemical Resource Engineering, College of Chemistry, Beijing University of Chemical Technology, Beijing, 100029, P. R. China.
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26
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McManus RM, Latz E. NLRP3 inflammasome signalling in Alzheimer's disease. Neuropharmacology 2024; 252:109941. [PMID: 38565393 DOI: 10.1016/j.neuropharm.2024.109941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 03/20/2024] [Accepted: 03/29/2024] [Indexed: 04/04/2024]
Abstract
Every year, 10 million people develop dementia, the most common of which is Alzheimer's disease (AD). To date, there is no way to prevent cognitive decline and therapies are limited. This review provides a neuroimmunological perspective on the progression of AD, and discusses the immune-targeted therapies that are in preclinical and clinical trials that may impact the development of this disease. Specifically, we look to the role of the NLRP3 inflammasome, its triggers in the brain and how its activation can contribute to the progression of dementia. We summarise the range of inhibitors targeting the NLRP3 inflammasome and its downstream pathways that are under investigation, and discuss future therapeutic perspectives for this devastating condition.
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Affiliation(s)
- Róisín M McManus
- German Center for Neurodegenerative Diseases (DZNE), Venusberg Campus 1/99, 53127, Bonn, Germany; Institute of Innate Immunity, University Hospital Bonn, Bonn, Germany.
| | - Eicke Latz
- Institute of Innate Immunity, University Hospital Bonn, Bonn, Germany; Centre of Molecular Inflammation Research, Norwegian University of Science and Technology, 7491, Trondheim, Norway; Division of Infectious Diseases and Immunology, University of Massachusetts Medical School, Worcester, MA, 01605, USA; Deutsches Rheuma-Forschungszentrum (DRFZ), Charitéplatz 1, 10117, Berlin, Germany
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27
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Wang M, Ying T, Wu Y. Single-domain antibodies as therapeutics for solid tumor treatment. Acta Pharm Sin B 2024; 14:2854-2868. [PMID: 39027249 PMCID: PMC11252471 DOI: 10.1016/j.apsb.2024.03.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 02/23/2024] [Accepted: 03/01/2024] [Indexed: 07/20/2024] Open
Abstract
Single-domain antibodies (sdAbs), initially identified in camelids or sharks and commonly referred to as nanobodies or VNARs, have emerged as a promising alternative to conventional therapeutic antibodies. These sdAbs have many superior physicochemical and pharmacological properties, including small size, good solubility and thermostability, easier accessible epitopes, and strong tissue penetration. However, the inherent challenges associated with the animal origin of sdAbs limit their clinical use. In recent years, various innovative humanization technologies, including complementarity-determining region (CDR) grafting or complete engineering of fully human sdAbs, have been developed to mitigate potential immunogenicity issues and enhance their compatibility. This review provides a comprehensive exploration of sdAbs, emphasizing their distinctive features and the progress in humanization methodologies. In addition, we provide an overview of the recent progress in developing drugs and therapeutic strategies based on sdAbs and their potential in solid tumor treatment, such as sdAb-drug conjugates, multispecific sdAbs, sdAb-based delivery systems, and sdAb-based cell therapy.
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Affiliation(s)
- Mingkai Wang
- MOE/NHC/CAMS Key Laboratory of Medical Molecular Virology, School of Basic Medical Sciences, Department of Pulmonary and Critical Care Medicine, Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai 200032, China
- Shanghai Engineering Research Center for Synthetic Immunology, Shanghai 200032, China
| | - Tianlei Ying
- MOE/NHC/CAMS Key Laboratory of Medical Molecular Virology, School of Basic Medical Sciences, Department of Pulmonary and Critical Care Medicine, Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai 200032, China
- Shanghai Engineering Research Center for Synthetic Immunology, Shanghai 200032, China
| | - Yanling Wu
- MOE/NHC/CAMS Key Laboratory of Medical Molecular Virology, School of Basic Medical Sciences, Department of Pulmonary and Critical Care Medicine, Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai 200032, China
- Shanghai Engineering Research Center for Synthetic Immunology, Shanghai 200032, China
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28
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Park C, Kim K, Kim Y, Zhu R, Hain L, Seferovic H, Kim MH, Woo HJ, Hwang H, Lee SH, Kim S, Lee JE, Hinterdorfer P, Ko K, Park S, Oh YJ. Plant-Derived Anti-Human Epidermal Growth Factor Receptor 2 Antibody Suppresses Trastuzumab-Resistant Breast Cancer with Enhanced Nanoscale Binding. ACS NANO 2024; 18:16126-16140. [PMID: 38764224 PMCID: PMC11210341 DOI: 10.1021/acsnano.4c00360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 05/03/2024] [Accepted: 05/10/2024] [Indexed: 05/21/2024]
Abstract
Traditional monoclonal antibodies such as Trastuzumab encounter limitations when treating Human Epidermal Growth Factor Receptor 2 (HER2)-positive breast cancer, particularly in cases that develop resistance. This study introduces plant-derived anti-HER2 variable fragments of camelid heavy chain domain (VHH) fragment crystallizable region (Fc) KEDL(K) antibody as a potent alternative for overcoming these limitations. A variety of biophysical techniques, in vitro assays, and in vivo experiments uncover the antibody's nanoscale binding dynamics with transmembrane HER2 on living cells. Single-molecule force spectroscopy reveals the rapid formation of two robust bonds, exhibiting approximately 50 pN force resistance and bond lifetimes in the second range. The antibody demonstrates a specific affinity for HER2-positive breast cancer cells, including those that are Trastuzumab-resistant. Moreover, in immune-deficient mice, the plant-derived anti-HER2 VHH-FcK antibody exhibits superior antitumor activity, especially against tumors that are resistant to Trastuzumab. These findings underscore the plant-derived antibody's potential as an impactful immunotherapeutic strategy for treating Trastuzumab-resistant HER2-positive breast cancer.
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Affiliation(s)
- Chanyong Park
- School
of Mechanical Engineering, Sungkyunkwan
University, Suwon 16419, Korea
| | - Kibum Kim
- Department
of Medicine, Medical Research Institute, College of Medicine, Chung-Ang University, Seoul 06974, Korea
| | - Yerin Kim
- Department
of Medicine, Medical Research Institute, College of Medicine, Chung-Ang University, Seoul 06974, Korea
| | - Rong Zhu
- Department
of Applied Experimental Biophysics, Institute of Biophysics, Johannes Kepler University Linz, 4040 Linz, Austria
| | - Lisa Hain
- Department
of Applied Experimental Biophysics, Institute of Biophysics, Johannes Kepler University Linz, 4040 Linz, Austria
| | - Hannah Seferovic
- Department
of Applied Experimental Biophysics, Institute of Biophysics, Johannes Kepler University Linz, 4040 Linz, Austria
| | - Min-Hyeok Kim
- School
of Mechanical Engineering, Sungkyunkwan
University, Suwon 16419, Korea
| | - Hyun Joo Woo
- Major
of Nano-Bioengineering, College of Life Sciences and Bioengineering, Incheon National University, Incheon 22012, Korea
| | - Hyunju Hwang
- Department
of Medicine, Medical Research Institute, College of Medicine, Chung-Ang University, Seoul 06974, Korea
| | - Seung Ho Lee
- Major
of Nano-Bioengineering, College of Life Sciences and Bioengineering, Incheon National University, Incheon 22012, Korea
| | - Sangmin Kim
- Department
of Breast Cancer Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Jeong Eon Lee
- Division
of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Peter Hinterdorfer
- Department
of Applied Experimental Biophysics, Institute of Biophysics, Johannes Kepler University Linz, 4040 Linz, Austria
| | - Kisung Ko
- Department
of Medicine, Medical Research Institute, College of Medicine, Chung-Ang University, Seoul 06974, Korea
| | - Sungsu Park
- School
of Mechanical Engineering, Sungkyunkwan
University, Suwon 16419, Korea
| | - Yoo Jin Oh
- Department
of Applied Experimental Biophysics, Institute of Biophysics, Johannes Kepler University Linz, 4040 Linz, Austria
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29
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Eshak F, Pion L, Scholler P, Nevoltris D, Chames P, Rondard P, Pin JP, Acher FC, Goupil-Lamy A. Epitope Identification of an mGlu5 Receptor Nanobody Using Physics-Based Molecular Modeling and Deep Learning Techniques. J Chem Inf Model 2024; 64:4436-4461. [PMID: 38423996 DOI: 10.1021/acs.jcim.3c01620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2024]
Abstract
The world has witnessed a revolution in therapeutics with the development of biological medicines such as antibodies and antibody fragments, notably nanobodies. These nanobodies possess unique characteristics including high specificity and modulatory activity, making them promising candidates for therapeutic applications. Identifying their binding mode is essential for their development. Experimental structural techniques are effective to get such information, but they are expensive and time-consuming. Here, we propose a computational approach, aiming to identify the epitope of a nanobody that acts as an agonist and a positive allosteric modulator at the rat metabotropic glutamate receptor 5. We employed multiple structure modeling tools, including various artificial intelligence algorithms for epitope mapping. The computationally identified epitope was experimentally validated, confirming the success of our approach. Additional dynamics studies provided further insights on the modulatory activity of the nanobody. The employed methodologies and approaches initiate a discussion on the efficacy of diverse techniques for epitope mapping and later nanobody engineering.
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Affiliation(s)
- Floriane Eshak
- SPPIN CNRS UMR 8003, Université Paris Cité, 75006 Paris, France
| | - Léo Pion
- Institut de Génomique Fonctionnelle, Université Montpellier, CNRS, Inserm, 34094 Montpellier, France
| | - Pauline Scholler
- Institut de Génomique Fonctionnelle, Université Montpellier, CNRS, Inserm, 34094 Montpellier, France
| | - Damien Nevoltris
- Aix Marseille University, CNRS, Inserm, Institut Paoli-Calmettes, CRCM, 13009 Marseille, France
| | - Patrick Chames
- Aix Marseille University, CNRS, Inserm, Institut Paoli-Calmettes, CRCM, 13009 Marseille, France
| | - Philippe Rondard
- Institut de Génomique Fonctionnelle, Université Montpellier, CNRS, Inserm, 34094 Montpellier, France
| | - Jean-Philippe Pin
- Institut de Génomique Fonctionnelle, Université Montpellier, CNRS, Inserm, 34094 Montpellier, France
| | | | - Anne Goupil-Lamy
- BIOVIA Science Council, Dassault Systèmes, 78140 Vélizy-Villacoublay, France
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30
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Vitayathikornnasak S, Rattanapisit K, Malla A, Suwanchaikasem P, Strasser R, Khorattanakulchai N, Pothisamutyothin K, Arunmanee W, Phoolcharoen W. Characterization of plant produced V HH antibodies against cobra venom toxins for antivenom therapy. BIOTECHNOLOGY REPORTS (AMSTERDAM, NETHERLANDS) 2024; 42:e00841. [PMID: 38707206 PMCID: PMC11066514 DOI: 10.1016/j.btre.2024.e00841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Revised: 04/12/2024] [Accepted: 04/14/2024] [Indexed: 05/07/2024]
Abstract
Cobra (Naja kaouthia) venom contains many toxins including α-neurotoxin (αNTX) and phospholipase A2 (PLA2), which can cause neurodegeneration, respiratory failure, and even death. The traditional antivenom derived from animal serum faces many challenges and limitations. Heavy-chain-only antibodies (HCAb), fusing VHH with human IgG Fc region, offer advantages in tissue penetration, antigen binding, and extended half-life. This research involved the construction and transient expression of two types of VHH-FC which are specific to α-Neurotoxin (VHH-αNTX-FC) and Phospholipase A2 (VHH-PLA2-FC) in Nicotiana benthamiana leaves. The recombinant HCAbs were incubated for up to six days to optimize expression levels followed by purification by affinity chromatography and characterization using LC/Q-TOF mass spectrometry (MS). Purified proteins demonstrated over 92 % sequence coverage and an average mass of around 82 kDa with a high-mannose N-glycan profile. An antigen binding assay showed that the VHH-αNTX-Fc has a greater ability to bind to crude venom than VHH-PLA2-Fc.
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Affiliation(s)
| | | | | | | | - Richard Strasser
- Department of Applied Genetics and Cell Biology, Institute of Plant Biotechnology and Cell Biology, University of Natural Resources and Life Sciences, Vienna, Vienna, Austria
| | | | - Kanokporn Pothisamutyothin
- Department of Biochemistry and Microbiology, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
| | - Wanatchaporn Arunmanee
- Department of Biochemistry and Microbiology, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
- Center of Excellence in Cancer Cell and Molecular Biology, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
| | - Waranyoo Phoolcharoen
- Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
- Center of Excellence in Plant-Produced Pharmaceuticals, Chulalongkorn University, Bangkok, Thailand
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31
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Asano R, Takeuchi M, Nakakido M, Ito S, Aikawa C, Yokoyama T, Senoo A, Ueno G, Nagatoishi S, Tanaka Y, Nakagawa I, Tsumoto K. Characterization of a novel format scFv×VHH single-chain biparatopic antibody against metal binding protein MtsA. Protein Sci 2024; 33:e5017. [PMID: 38747382 PMCID: PMC11094767 DOI: 10.1002/pro.5017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Revised: 04/22/2024] [Accepted: 04/26/2024] [Indexed: 05/19/2024]
Abstract
Biparatopic antibodies (bpAbs) are engineered antibodies that bind to multiple different epitopes within the same antigens. bpAbs comprise diverse formats, including fragment-based formats, and choosing the appropriate molecular format for a desired function against a target molecule is a challenging task. Moreover, optimizing the design of constructs requires selecting appropriate antibody modalities and adjusting linker length for individual bpAbs. Therefore, it is crucial to understand the characteristics of bpAbs at the molecular level. In this study, we first obtained single-chain variable fragments and camelid heavy-chain variable domains targeting distinct epitopes of the metal binding protein MtsA and then developed a novel format single-chain bpAb connecting these fragment antibodies with various linkers. The physicochemical properties, binding activities, complex formation states with antigen, and functions of the bpAb were analyzed using multiple approaches. Notably, we found that the assembly state of the complexes was controlled by a linker and that longer linkers tended to form more compact complexes. These observations provide detailed molecular information that should be considered in the design of bpAbs.
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Affiliation(s)
- Risa Asano
- Department of BioengineeringSchool of Engineering, The University of TokyoTokyoJapan
| | - Miyu Takeuchi
- Department of BioengineeringSchool of Engineering, The University of TokyoTokyoJapan
| | - Makoto Nakakido
- Department of BioengineeringSchool of Engineering, The University of TokyoTokyoJapan
- Department of Chemistry and BiotechnologySchool of Engineering, The University of TokyoTokyoJapan
| | - Sho Ito
- Rigaku Corporation ROD Single Crystal Analysis Group Application LaboratoriesTokyoJapan
| | - Chihiro Aikawa
- Section of Applied Veterinary Sciences, Division of Veterinary Sciences, Department of Veterinary MedicineObihiro University of Agriculture and Veterinary MedicineHokkaidoJapan
| | - Takeshi Yokoyama
- Graduate School of Life Sciences, Tohoku UniversityMiyagiJapan
- The advanced center for innovations in next‐generation medicine (INGEM)Tohoku UniversityMiyagiJapan
| | - Akinobu Senoo
- Department of Chemistry and BiotechnologySchool of Engineering, The University of TokyoTokyoJapan
| | - Go Ueno
- RIKEN SPring‐8 CenterHyogoJapan
| | - Satoru Nagatoishi
- Medical Device Development and Regulation Research CenterSchool of Engineering, The University of TokyoTokyoJapan
| | - Yoshikazu Tanaka
- Graduate School of Life Sciences, Tohoku UniversityMiyagiJapan
- The advanced center for innovations in next‐generation medicine (INGEM)Tohoku UniversityMiyagiJapan
| | - Ichiro Nakagawa
- Department of MicrobiologyGraduate School of Medicine, Kyoto UniversityKyotoJapan
| | - Kouhei Tsumoto
- Department of BioengineeringSchool of Engineering, The University of TokyoTokyoJapan
- Department of Chemistry and BiotechnologySchool of Engineering, The University of TokyoTokyoJapan
- Medical Device Development and Regulation Research CenterSchool of Engineering, The University of TokyoTokyoJapan
- The Institute of Medical Science, The University of TokyoTokyoJapan
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32
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Yang Y, Li F, Du L. Therapeutic nanobodies against SARS-CoV-2 and other pathogenic human coronaviruses. J Nanobiotechnology 2024; 22:304. [PMID: 38822339 PMCID: PMC11140877 DOI: 10.1186/s12951-024-02573-7] [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] [Received: 02/18/2024] [Accepted: 05/20/2024] [Indexed: 06/02/2024] Open
Abstract
Nanobodies, single-domain antibodies derived from variable domain of camelid or shark heavy-chain antibodies, have unique properties with small size, strong binding affinity, easy construction in versatile formats, high neutralizing activity, protective efficacy, and manufactural capacity on a large-scale. Nanobodies have been arisen as an effective research tool for development of nanobiotechnologies with a variety of applications. Three highly pathogenic coronaviruses (CoVs), SARS-CoV-2, SARS-CoV, and MERS-CoV, have caused serious outbreaks or a global pandemic, and continue to post a threat to public health worldwide. The viral spike (S) protein and its cognate receptor-binding domain (RBD), which initiate viral entry and play a critical role in virus pathogenesis, are important therapeutic targets. This review describes pathogenic human CoVs, including viral structures and proteins, and S protein-mediated viral entry process. It also summarizes recent advances in development of nanobodies targeting these CoVs, focusing on those targeting the S protein and RBD. Finally, we discuss potential strategies to improve the efficacy of nanobodies against emerging SARS-CoV-2 variants and other CoVs with pandemic potential. It will provide important information for rational design and evaluation of therapeutic agents against emerging and reemerging pathogens.
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MESH Headings
- Single-Domain Antibodies/immunology
- Single-Domain Antibodies/pharmacology
- Single-Domain Antibodies/therapeutic use
- Single-Domain Antibodies/chemistry
- Humans
- SARS-CoV-2/immunology
- Spike Glycoprotein, Coronavirus/immunology
- Spike Glycoprotein, Coronavirus/chemistry
- Spike Glycoprotein, Coronavirus/metabolism
- Animals
- COVID-19/virology
- COVID-19/immunology
- COVID-19/therapy
- Coronavirus Infections/drug therapy
- Coronavirus Infections/immunology
- Coronavirus Infections/virology
- Middle East Respiratory Syndrome Coronavirus/immunology
- Virus Internalization/drug effects
- Pandemics
- Betacoronavirus/immunology
- Antibodies, Viral/immunology
- Antibodies, Viral/therapeutic use
- Pneumonia, Viral/drug therapy
- Pneumonia, Viral/virology
- Pneumonia, Viral/immunology
- Severe acute respiratory syndrome-related coronavirus/immunology
- Antibodies, Neutralizing/immunology
- Antibodies, Neutralizing/therapeutic use
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Affiliation(s)
- Yang Yang
- Roy J. Carver Department of Biochemistry, Biophysics and Molecular Biology, Iowa State University, Ames, IA, USA
| | - Fang Li
- Department of Pharmacology, University of Minnesota Medical School, Minneapolis, MN, USA.
- Center for Coronavirus Research, University of Minnesota, Minneapolis, MN, USA.
| | - Lanying Du
- Institute for Biomedical Sciences, Georgia State University, Atlanta, GA, USA.
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33
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Joubbi S, Micheli A, Milazzo P, Maccari G, Ciano G, Cardamone D, Medini D. Antibody design using deep learning: from sequence and structure design to affinity maturation. Brief Bioinform 2024; 25:bbae307. [PMID: 38960409 PMCID: PMC11221890 DOI: 10.1093/bib/bbae307] [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] [Received: 03/03/2024] [Revised: 05/20/2024] [Accepted: 06/12/2024] [Indexed: 07/05/2024] Open
Abstract
Deep learning has achieved impressive results in various fields such as computer vision and natural language processing, making it a powerful tool in biology. Its applications now encompass cellular image classification, genomic studies and drug discovery. While drug development traditionally focused deep learning applications on small molecules, recent innovations have incorporated it in the discovery and development of biological molecules, particularly antibodies. Researchers have devised novel techniques to streamline antibody development, combining in vitro and in silico methods. In particular, computational power expedites lead candidate generation, scaling and potential antibody development against complex antigens. This survey highlights significant advancements in protein design and optimization, specifically focusing on antibodies. This includes various aspects such as design, folding, antibody-antigen interactions docking and affinity maturation.
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Affiliation(s)
- Sara Joubbi
- Department of Computer Science, University of Pisa, Largo B. Pontecorvo, 3, 56127, Pisa, Italy
- Data Science for Health (DaScH) Lab, Fondazione Toscana Life Sciences, Via Fiorentina, 1, 53100, Siena, Italy
| | - Alessio Micheli
- Department of Computer Science, University of Pisa, Largo B. Pontecorvo, 3, 56127, Pisa, Italy
| | - Paolo Milazzo
- Department of Computer Science, University of Pisa, Largo B. Pontecorvo, 3, 56127, Pisa, Italy
| | - Giuseppe Maccari
- Data Science for Health (DaScH) Lab, Fondazione Toscana Life Sciences, Via Fiorentina, 1, 53100, Siena, Italy
| | - Giorgio Ciano
- Data Science for Health (DaScH) Lab, Fondazione Toscana Life Sciences, Via Fiorentina, 1, 53100, Siena, Italy
| | - Dario Cardamone
- Data Science for Health (DaScH) Lab, Fondazione Toscana Life Sciences, Via Fiorentina, 1, 53100, Siena, Italy
| | - Duccio Medini
- Data Science for Health (DaScH) Lab, Fondazione Toscana Life Sciences, Via Fiorentina, 1, 53100, Siena, Italy
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34
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Lu Q, Li H, Wu Z, Zhu Z, Zhang Z, Yang D, Tong A. BCMA/CD47-directed universal CAR-T cells exhibit excellent antitumor activity in multiple myeloma. J Nanobiotechnology 2024; 22:279. [PMID: 38783333 PMCID: PMC11112799 DOI: 10.1186/s12951-024-02512-6] [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] [Received: 11/15/2023] [Accepted: 04/30/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND BCMA-directed autologous chimeric antigen receptor T (CAR-T) cells have shown excellent clinical efficacy in relapsed or refractory multiple myeloma (RRMM), however, the current preparation process for autologous CAR-T cells is complicated and costly. Moreover, the upregulation of CD47 expression has been observed in multiple myeloma, and anti-CD47 antibodies have shown remarkable results in clinical trials. Therefore, we focus on the development of BCMA/CD47-directed universal CAR-T (UCAR-T) cells to improve these limitations. METHODS In this study, we employed phage display technology to screen nanobodies against BCMA and CD47 protein, and determined the characterization of nanobodies. Furthermore, we simultaneously disrupted the endogenous TRAC and B2M genes of T cells using CRISPR/Cas9 system to generate TCR and HLA double knock-out T cells, and developed BCMA/CD47-directed UCAR-T cells and detected the antitumor activity in vitro and in vivo. RESULTS We obtained fourteen and one specific nanobodies against BCMA and CD47 protein from the immunized VHH library, respectively. BCMA/CD47-directed UCAR-T cells exhibited superior CAR expression (89.13-98.03%), and effectively killing primary human MM cells and MM cell lines. BCMA/CD47-directed UCAR-T cells demonstrated excellent antitumor activity against MM and prolonged the survival of tumor-engrafted NCG mice in vivo. CONCLUSIONS This work demonstrated that BCMA/CD47-directed UCAR-T cells exhibited potent antitumor activity against MM in vitro and in vivo, which provides a potential strategy for the development of a novel "off-the-shelf" cellular immunotherapies for the treatment of multiple myeloma.
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Affiliation(s)
- Qizhong Lu
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, Research Unit of Gene and Immunotherapy, Chinese Academy of Medical Sciences, Collaborative Innovation Center of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Hexian Li
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, Research Unit of Gene and Immunotherapy, Chinese Academy of Medical Sciences, Collaborative Innovation Center of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Zhiguo Wu
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, Research Unit of Gene and Immunotherapy, Chinese Academy of Medical Sciences, Collaborative Innovation Center of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Zhixiong Zhu
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, Research Unit of Gene and Immunotherapy, Chinese Academy of Medical Sciences, Collaborative Innovation Center of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Zongliang Zhang
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, Research Unit of Gene and Immunotherapy, Chinese Academy of Medical Sciences, Collaborative Innovation Center of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Donghui Yang
- College of Veterinary Medicine, Shaanxi Center of Stem Cells Engineering and Technology, Northwest A&F University, Yangling, 712100, China
| | - Aiping Tong
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, Research Unit of Gene and Immunotherapy, Chinese Academy of Medical Sciences, Collaborative Innovation Center of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China.
- Frontiers Medical Center, Tianfu Jincheng Laboratory, Chengdu, 610212, China.
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35
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Rizk SS, Moustafa DM, ElBanna SA, Nour El-Din HT, Attia AS. Nanobodies in the fight against infectious diseases: repurposing nature's tiny weapons. World J Microbiol Biotechnol 2024; 40:209. [PMID: 38771414 PMCID: PMC11108896 DOI: 10.1007/s11274-024-03990-4] [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] [Received: 02/20/2024] [Accepted: 04/15/2024] [Indexed: 05/22/2024]
Abstract
Nanobodies are the smallest known antigen-binding molecules to date. Their small size, good tissue penetration, high stability and solubility, ease of expression, refolding ability, and negligible immunogenicity in the human body have granted them excellence over conventional antibodies. Those exceptional attributes of nanobodies make them promising candidates for various applications in biotechnology, medicine, protein engineering, structural biology, food, and agriculture. This review presents an overview of their structure, development methods, advantages, possible challenges, and applications with special emphasis on infectious diseases-related ones. A showcase of how nanobodies can be harnessed for applications including neutralization of viruses and combating antibiotic-resistant bacteria is detailed. Overall, the impact of nanobodies in vaccine design, rapid diagnostics, and targeted therapies, besides exploring their role in deciphering microbial structures and virulence mechanisms are highlighted. Indeed, nanobodies are reshaping the future of infectious disease prevention and treatment.
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Affiliation(s)
- Soha S Rizk
- Microbiology and Immunology Postgraduate Program, Faculty of Pharmacy, Cairo University, Cairo, 11562, Egypt
| | - Dina M Moustafa
- Department of Medical Sciences, Faculty of Dentistry, The British University in Egypt, El Sherouk City, Cairo, 11837, Egypt
| | - Shahira A ElBanna
- Department of Microbiology and Immunology, Faculty of Pharmacy, Cairo University, Cairo, 11562, Egypt
| | - Hanzada T Nour El-Din
- Department of Microbiology and Immunology, Faculty of Pharmacy, Cairo University, Cairo, 11562, Egypt
| | - Ahmed S Attia
- Department of Microbiology and Immunology, Faculty of Pharmacy, Cairo University, Cairo, 11562, Egypt.
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36
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De Greve H, Fioravanti A. Single domain antibodies from camelids in the treatment of microbial infections. Front Immunol 2024; 15:1334829. [PMID: 38827746 PMCID: PMC11140111 DOI: 10.3389/fimmu.2024.1334829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 04/29/2024] [Indexed: 06/04/2024] Open
Abstract
Infectious diseases continue to pose significant global health challenges. In addition to the enduring burdens of ailments like malaria and HIV, the emergence of nosocomial outbreaks driven by antibiotic-resistant pathogens underscores the ongoing threats. Furthermore, recent infectious disease crises, exemplified by the Ebola and SARS-CoV-2 outbreaks, have intensified the pursuit of more effective and efficient diagnostic and therapeutic solutions. Among the promising options, antibodies have garnered significant attention due to their favorable structural characteristics and versatile applications. Notably, nanobodies (Nbs), the smallest functional single-domain antibodies of heavy-chain only antibodies produced by camelids, exhibit remarkable capabilities in stable antigen binding. They offer unique advantages such as ease of expression and modification and enhanced stability, as well as improved hydrophilicity compared to conventional antibody fragments (antigen-binding fragments (Fab) or single-chain variable fragments (scFv)) that can aggregate due to their low solubility. Nanobodies directly target antigen epitopes or can be engineered into multivalent Nbs and Nb-fusion proteins, expanding their therapeutic potential. This review is dedicated to charting the progress in Nb research, particularly those derived from camelids, and highlighting their diverse applications in treating infectious diseases, spanning both human and animal contexts.
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Affiliation(s)
- Henri De Greve
- Structural Biology Brussels, Vrije Universiteit Brussel, Brussels, Belgium
| | - Antonella Fioravanti
- Structural Biology Brussels, Vrije Universiteit Brussel, Brussels, Belgium
- VIB-VUB Center for Structural Biology, Vrije Universiteit Brussel, Brussels, Belgium
- Fondazione ParSeC – Parco delle Scienze e della Cultura, Prato, Italy
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37
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Gordon GL, Raybould MIJ, Wong A, Deane CM. Prospects for the computational humanization of antibodies and nanobodies. Front Immunol 2024; 15:1399438. [PMID: 38812514 PMCID: PMC11133524 DOI: 10.3389/fimmu.2024.1399438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 05/02/2024] [Indexed: 05/31/2024] Open
Abstract
To be viable therapeutics, antibodies must be tolerated by the human immune system. Rational approaches to reduce the risk of unwanted immunogenicity involve maximizing the 'humanness' of the candidate drug. However, despite the emergence of new discovery technologies, many of which start from entirely human gene fragments, most antibody therapeutics continue to be derived from non-human sources with concomitant humanization to increase their human compatibility. Early experimental humanization strategies that focus on CDR loop grafting onto human frameworks have been critical to the dominance of this discovery route but do not consider the context of each antibody sequence, impacting their success rate. Other challenges include the simultaneous optimization of other drug-like properties alongside humanness and the humanization of fundamentally non-human modalities such as nanobodies. Significant efforts have been made to develop in silico methodologies able to address these issues, most recently incorporating machine learning techniques. Here, we outline these recent advancements in antibody and nanobody humanization, focusing on computational strategies that make use of the increasing volume of sequence and structural data available and the validation of these tools. We highlight that structural distinctions between antibodies and nanobodies make the application of antibody-focused in silico tools to nanobody humanization non-trivial. Furthermore, we discuss the effects of humanizing mutations on other essential drug-like properties such as binding affinity and developability, and methods that aim to tackle this multi-parameter optimization problem.
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Affiliation(s)
| | | | | | - Charlotte M. Deane
- Oxford Protein Informatics Group, Department of Statistics, University of Oxford, Oxford, United Kingdom
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Mirzaei M, Mirhoseini S, Heidari MM, Khatami M. Design and Production of a Novel Anti-PD-1 Nanobody by CDR Grafting and Site-Directed Mutagenesis Approach. Mol Biotechnol 2024:10.1007/s12033-024-01162-1. [PMID: 38736021 DOI: 10.1007/s12033-024-01162-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 04/08/2024] [Indexed: 05/14/2024]
Abstract
Programmed cell death protein-1 (PD-1) is a membrane protein expressed on the surface of activated T-cells, B-cells, natural killer cells, dendritic cells, macrophages, and monocytes. Inhibition of the PD-1/PD-L1 interaction by monoclonal antibodies (mAbs) has many therapeutic benefits and has led to a major advance in the treatment of various types of tumors. Due to the large size and immunogenicity of the antibodies (Abs), using small molecules such as nanobodies (nanobodies or VHH) is more appropriate for this purpose. In this research, the complementarity determining regions (CDR) grafting method was used to produce anti-PD-1 nanobody. For producing the grafted anti-PD-1 nanobody, CDRs from the tislelizumab mAb were grafted into the frameworks of a nanobody whose sequence is similar to the tislelizumab mAb. Also, the site-directed mutagenesis method was used to produce two mutated anti-PD-1 nanobodies which increased the affinity of grafted anti-PD-1 nanobodies. Two amino acid substitutions (Tyr97Arg and Tyr102Arg) in the VHH-CDR3 were used to improve grafted nanobody affinity and the binding capacity of the mutated nanobodies. The binding of the anti-PD-1 nanobodies and PD-1 antigen (Ag) was confirmed by Dot blot, western blot, and indirect ELISA analysis. According to the results of these in silico and in vitro studies, the binding between grafted and mutated nanobodies with PD-1 was confirmed. Also, our findings show that site-directed mutagenesis can increase the affinity of nanobodies.
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Swart IC, Van Gelder W, De Haan CAM, Bosch BJ, Oliveira S. Next generation single-domain antibodies against respiratory zoonotic RNA viruses. Front Mol Biosci 2024; 11:1389548. [PMID: 38784667 PMCID: PMC11111979 DOI: 10.3389/fmolb.2024.1389548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 04/22/2024] [Indexed: 05/25/2024] Open
Abstract
The global impact of zoonotic viral outbreaks underscores the pressing need for innovative antiviral strategies, particularly against respiratory zoonotic RNA viruses. These viruses possess a high potential to trigger future epidemics and pandemics due to their high mutation rate, broad host range and efficient spread through airborne transmission. Recent pandemics caused by coronaviruses and influenza A viruses underscore the importance of developing targeted antiviral strategies. Single-domain antibodies (sdAbs), originating from camelids, also known as nanobodies or VHHs (Variable Heavy domain of Heavy chain antibodies), have emerged as promising tools to combat current and impending zoonotic viral threats. Their unique structure, coupled with attributes like robustness, compact size, and cost-effectiveness, positions them as strong alternatives to traditional monoclonal antibodies. This review describes the pivotal role of sdAbs in combating respiratory zoonotic viruses, with a primary focus on enhancing sdAb antiviral potency through optimization techniques and diverse administration strategies. We discuss both the promises and challenges within this dynamically growing field.
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Affiliation(s)
- Iris C. Swart
- Cell Biology, Neurobiology and Biophysics, Department of Biology, Faculty of Science, Utrecht University, Utrecht, Netherlands
- Virology Section, Infectious Diseases and Immunology Division, Department Biomolecular Health Sciences, Faculty Veterinary Medicine, Utrecht University, Utrecht, Netherlands
| | - Willem Van Gelder
- Cell Biology, Neurobiology and Biophysics, Department of Biology, Faculty of Science, Utrecht University, Utrecht, Netherlands
| | - Cornelis A. M. De Haan
- Virology Section, Infectious Diseases and Immunology Division, Department Biomolecular Health Sciences, Faculty Veterinary Medicine, Utrecht University, Utrecht, Netherlands
| | - Berend-Jan Bosch
- Virology Section, Infectious Diseases and Immunology Division, Department Biomolecular Health Sciences, Faculty Veterinary Medicine, Utrecht University, Utrecht, Netherlands
| | - Sabrina Oliveira
- Cell Biology, Neurobiology and Biophysics, Department of Biology, Faculty of Science, Utrecht University, Utrecht, Netherlands
- Pharmaceutics, Department of Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, Netherlands
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Tillib SV, Goryainova OS. Extending Linker Sequences between Antigen-Recognition Modules Provides More Effective Production of Bispecific Nanoantibodies in the Periplasma of E. coli. BIOCHEMISTRY. BIOKHIMIIA 2024; 89:933-941. [PMID: 38880653 DOI: 10.1134/s0006297924050134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 04/27/2024] [Accepted: 04/27/2024] [Indexed: 06/18/2024]
Abstract
Technology of production of single-domain antibodies (NANOBODY® molecules, also referred to as nanoantibodies, nAb, or molecules based on other stable protein structures) and their derivatives to solve current problems in biomedicine is becoming increasingly popular. Indeed, the format of one small, highly soluble protein with a stable structure, fully functional in terms of specific recognition, is very convenient as a module for creating multivalent, bi-/oligo-specific genetically engineered targeting molecules and structures. Production of nAb in periplasm of E. coli bacterium is a very convenient and fairly universal way to obtain analytical quantities of nAb for the initial study of the properties of these molecules and selection of the most promising nAb variants. The situation is more complicated with production of bi- and multivalent derivatives of the initially selected nAbs under the same conditions. In this work, extended linker sequences (52 and 86 aa) between the antigen-recognition modules in the cloned expression constructs were developed and applied in order to increase efficiency of production of bispecific nanoantibodies (bsNB) in the periplasm of E. coli bacteria. Three variants of model bsNBs described in this study were produced in the periplasm of bacteria and isolated in soluble form with preservation of functionality of all the protein domains. If earlier our attempts to produce bsNB in the periplasm with traditional linkers no longer than 30 aa were unsuccessful, the extended linkers used here provided a significantly more efficient production of bsNB, comparable in efficiency to the traditional production of original monomeric nAbs. The use of sufficiently long linkers could presumably be useful for increasing efficiency of production of other bsNBs and similar molecules in the periplasm of E. coli bacteria.
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Affiliation(s)
- Sergei V Tillib
- Institute of Gene Biology, Russian Academy of Sciences, Moscow, 119334, Russia.
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, 119991, Russia
| | - Oksana S Goryainova
- Institute of Gene Biology, Russian Academy of Sciences, Moscow, 119334, Russia
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, 119991, Russia
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41
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Lee HE, Cho AH, Hwang JH, Kim JW, Yang HR, Ryu T, Jung Y, Lee S. Development, High-Throughput Profiling, and Biopanning of a Large Phage Display Single-Domain Antibody Library. Int J Mol Sci 2024; 25:4791. [PMID: 38732011 PMCID: PMC11083953 DOI: 10.3390/ijms25094791] [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] [Received: 03/20/2024] [Revised: 04/24/2024] [Accepted: 04/25/2024] [Indexed: 05/13/2024] Open
Abstract
Immunoglobulin G-based monoclonal antibodies (mAbs) have been effective in treating various diseases, but their large molecular size can limit their penetration of tissue and efficacy in multifactorial diseases, necessitating the exploration of alternative forms. In this study, we constructed a phage display library comprising single-domain antibodies (sdAbs; or "VHHs"), known for their small size and remarkable stability, using a total of 1.6 × 109 lymphocytes collected from 20 different alpacas, resulting in approximately 7.16 × 1010 colonies. To assess the quality of the constructed library, next-generation sequencing-based high-throughput profiling was performed, analyzing approximately 5.65 × 106 full-length VHH sequences, revealing 92% uniqueness and confirming the library's diverse composition. Systematic characterization of the library revealed multiple sdAbs with high affinity for three therapeutically relevant antigens. In conclusion, our alpaca sdAb phage display library provides a versatile resource for diagnostics and therapeutics. Furthermore, the library's vast natural VHH antibody repertoire offers insights for generating humanized synthetic sdAb libraries, further advancing sdAb-based therapeutics.
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Affiliation(s)
- Hee Eon Lee
- Department of Biopharmaceutical Chemistry, Kookmin University, Seoul 02707, Republic of Korea; (H.E.L.); (A.H.C.); (J.H.H.); (J.W.K.); (H.R.Y.)
| | - Ah Hyun Cho
- Department of Biopharmaceutical Chemistry, Kookmin University, Seoul 02707, Republic of Korea; (H.E.L.); (A.H.C.); (J.H.H.); (J.W.K.); (H.R.Y.)
| | - Jae Hyeon Hwang
- Department of Biopharmaceutical Chemistry, Kookmin University, Seoul 02707, Republic of Korea; (H.E.L.); (A.H.C.); (J.H.H.); (J.W.K.); (H.R.Y.)
| | - Ji Woong Kim
- Department of Biopharmaceutical Chemistry, Kookmin University, Seoul 02707, Republic of Korea; (H.E.L.); (A.H.C.); (J.H.H.); (J.W.K.); (H.R.Y.)
| | - Ha Rim Yang
- Department of Biopharmaceutical Chemistry, Kookmin University, Seoul 02707, Republic of Korea; (H.E.L.); (A.H.C.); (J.H.H.); (J.W.K.); (H.R.Y.)
| | - Taehoon Ryu
- ATG Lifetech Inc., Seoul 08507, Republic of Korea; (T.R.); (Y.J.)
| | - Yushin Jung
- ATG Lifetech Inc., Seoul 08507, Republic of Korea; (T.R.); (Y.J.)
| | - Sukmook Lee
- Department of Biopharmaceutical Chemistry, Kookmin University, Seoul 02707, Republic of Korea; (H.E.L.); (A.H.C.); (J.H.H.); (J.W.K.); (H.R.Y.)
- Department of Applied Chemistry, Kookmin University, Seoul 02707, Republic of Korea
- Antibody Research Institute, Kookmin University, Seoul 02707, Republic of Korea
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42
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Schachner LF, Mullen C, Phung W, Hinkle JD, Beardsley MI, Bentley T, Day P, Tsai C, Sukumaran S, Baginski T, DiCara D, Agard NJ, Masureel M, Gober J, ElSohly AM, Melani R, Syka JEP, Huguet R, Marty MT, Sandoval W. Exposing the molecular heterogeneity of glycosylated biotherapeutics. Nat Commun 2024; 15:3259. [PMID: 38627419 PMCID: PMC11021452 DOI: 10.1038/s41467-024-47693-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 04/10/2024] [Indexed: 04/19/2024] Open
Abstract
The heterogeneity inherent in today's biotherapeutics, especially as a result of heavy glycosylation, can affect a molecule's safety and efficacy. Characterizing this heterogeneity is crucial for drug development and quality assessment, but existing methods are limited in their ability to analyze intact glycoproteins or other heterogeneous biotherapeutics. Here, we present an approach to the molecular assessment of biotherapeutics that uses proton-transfer charge-reduction with gas-phase fractionation to analyze intact heterogeneous and/or glycosylated proteins by mass spectrometry. The method provides a detailed landscape of the intact molecular weights present in biotherapeutic protein preparations in a single experiment. For glycoproteins in particular, the method may offer insights into glycan composition when coupled with a suitable bioinformatic strategy. We tested the approach on various biotherapeutic molecules, including Fc-fusion, VHH-fusion, and peptide-bound MHC class II complexes to demonstrate efficacy in measuring the proteoform-level diversity of biotherapeutics. Notably, we inferred the glycoform distribution for hundreds of molecular weights for the eight-times glycosylated fusion drug IL22-Fc, enabling correlations between glycoform sub-populations and the drug's pharmacological properties. Our method is broadly applicable and provides a powerful tool to assess the molecular heterogeneity of emerging biotherapeutics.
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Affiliation(s)
- Luis F Schachner
- Department of Microchemistry, Proteomics and Lipidomics, Genentech, Inc., South San Francisco, CA, USA
| | - Christopher Mullen
- Life Sciences Mass Spectrometry, Thermo Fisher Scientific, Inc., San Jose, CA, USA
| | - Wilson Phung
- Department of Microchemistry, Proteomics and Lipidomics, Genentech, Inc., South San Francisco, CA, USA
| | - Joshua D Hinkle
- Life Sciences Mass Spectrometry, Thermo Fisher Scientific, Inc., San Jose, CA, USA
| | | | - Tracy Bentley
- Pharmaceutical Technical Development, Genentech, Inc., South San Francisco, CA, USA
| | - Peter Day
- Pharmaceutical Technical Development, Genentech, Inc., South San Francisco, CA, USA
| | - Christina Tsai
- Pharmaceutical Technical Development, Genentech, Inc., South San Francisco, CA, USA
- Protein Analytical Development, Ascendis Pharma, Palo Alto, CA, USA
| | - Siddharth Sukumaran
- Pharmaceutical Technical Development, Genentech, Inc., South San Francisco, CA, USA
- Translational Pharmacometrics, Janssen, Horsham, PA, USA
| | - Tomasz Baginski
- Pharmaceutical Technical Development, Genentech, Inc., South San Francisco, CA, USA
| | - Danielle DiCara
- Department of Antibody Engineering, Genentech, Inc., South San Francisco, CA, USA
| | - Nicholas J Agard
- Department of Antibody Engineering, Genentech, Inc., South San Francisco, CA, USA
| | - Matthieu Masureel
- Department of Structural Biology, Genentech, Inc., South San Francisco, CA, USA
| | - Joshua Gober
- Department of Protein Chemistry, Genentech, Inc., South San Francisco, CA, USA
| | - Adel M ElSohly
- Department of Protein Chemistry, Genentech, Inc., South San Francisco, CA, USA
| | - Rafael Melani
- Life Sciences Mass Spectrometry, Thermo Fisher Scientific, Inc., San Jose, CA, USA
| | - John E P Syka
- Life Sciences Mass Spectrometry, Thermo Fisher Scientific, Inc., San Jose, CA, USA
| | - Romain Huguet
- Life Sciences Mass Spectrometry, Thermo Fisher Scientific, Inc., San Jose, CA, USA
| | - Michael T Marty
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ, USA
| | - Wendy Sandoval
- Department of Microchemistry, Proteomics and Lipidomics, Genentech, Inc., South San Francisco, CA, USA.
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43
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Sahraoui PF, Vadas O, Kalia YN. Non-Invasive Delivery of Negatively Charged Nanobodies by Anodal Iontophoresis: When Electroosmosis Dominates Electromigration. Pharmaceutics 2024; 16:539. [PMID: 38675200 PMCID: PMC11055110 DOI: 10.3390/pharmaceutics16040539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 04/08/2024] [Accepted: 04/10/2024] [Indexed: 04/28/2024] Open
Abstract
Iontophoresis enables the non-invasive transdermal delivery of moderately-sized proteins and the needle-free cutaneous delivery of antibodies. However, simple descriptors of protein characteristics cannot accurately predict the feasibility of iontophoretic transport. This study investigated the cathodal and anodal iontophoretic transport of the negatively charged M7D12H nanobody and a series of negatively charged variants with single amino acid substitutions. Surprisingly, M7D12H and its variants were only delivered transdermally by anodal iontophoresis. In contrast, transdermal permeation after cathodal iontophoresis and passive diffusion was
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Affiliation(s)
- Phedra Firdaws Sahraoui
- School of Pharmaceutical Sciences, University of Geneva, CMU-1 Rue Michel Servet, 1211 Geneva, Switzerland;
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU-1 Rue Michel Servet, 1211 Geneva, Switzerland
| | - Oscar Vadas
- Department of Microbiology and Molecular Medicine, Faculty of Medicine, University of Geneva, CMU-1 Rue Michel Servet, 1211 Geneva, Switzerland;
| | - Yogeshvar N. Kalia
- School of Pharmaceutical Sciences, University of Geneva, CMU-1 Rue Michel Servet, 1211 Geneva, Switzerland;
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU-1 Rue Michel Servet, 1211 Geneva, Switzerland
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Menzel S, Duan Y, Hambach J, Albrecht B, Wendt-Cousin D, Winzer R, Tolosa E, Rissiek A, Guse AH, Haag F, Magnus T, Koch-Nolte F, Rissiek B. Generation and characterization of antagonistic anti-human CD39 nanobodies. Front Immunol 2024; 15:1328306. [PMID: 38590528 PMCID: PMC11000232 DOI: 10.3389/fimmu.2024.1328306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 03/13/2024] [Indexed: 04/10/2024] Open
Abstract
CD39 is the major enzyme controlling the levels of extracellular adenosine triphosphate (ATP) via the stepwise hydrolysis of ATP to adenosine diphosphate (ADP) and adenosine monophosphate (AMP). As extracellular ATP is a strong promoter of inflammation, monoclonal antibodies (mAbs) blocking CD39 are utilized therapeutically in the field of immune-oncology. Though anti-CD39 mAbs are highly specific for their target, they lack deep penetration into the dense tissue of solid tumors, due to their large size. To overcome this limitation, we generated and characterized nanobodies that targeted and blocked human CD39. From cDNA-immunized alpacas we selected 16 clones from seven nanobody families that bind to two distinct epitopes of human CD39. Among these, clone SB24 inhibited the enzymatic activity of CD39. Of note, SB24 blocked ATP degradation by both soluble and cell surface CD39 as a 15kD monomeric nanobody. Dimerization via fusion to an immunoglobulin Fc portion further increased the blocking potency of SB24 on CD39-transfected HEK cells. Finally, we confirmed the CD39 blocking properties of SB24 on human PBMCs. In summary, SB24 provides a new small biological antagonist of human CD39 with potential application in cancer therapy.
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Affiliation(s)
- Stephan Menzel
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Mildred Scheel Cancer Career Center HaTriCS4, University Medical Center Hamburg- Eppendorf, Hamburg, Germany
- Core Facility Nanobodies, University of Bonn, Bonn, Germany
| | - Yinghui Duan
- Department of Neurology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Julia Hambach
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Birte Albrecht
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Dorte Wendt-Cousin
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Riekje Winzer
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Eva Tolosa
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anne Rissiek
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Cytometry und Cell Sorting Core Unit, Dept. of Stem Cell Transplantation, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Andreas H. Guse
- Department of Biochemistry and Molecular Cell Biology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Friedrich Haag
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tim Magnus
- Department of Neurology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Friedrich Koch-Nolte
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Björn Rissiek
- Department of Neurology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
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45
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Chen J, Yao G, Huang C, Shen Q, Miao J, Jia L. Biparatopic Nanobody-Based Immunosorbent for the Highly Selective Elimination of Tumor Necrosis Factor-α. ACS Biomater Sci Eng 2024; 10:1788-1795. [PMID: 38364210 DOI: 10.1021/acsbiomaterials.3c01765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2024]
Abstract
Removing the overexpressed TNF-α by hemoperfusion positively affects clinical treatments for diseases such as autoimmune disease and sepsis. However, clearance ratios of adsorbents targeting TNF-α were limited by the extremely low concentration of TNF-α (mostly <1000 ng/L in sepsis) and hydrophobic interactions. In this work, biparatopic nanobodies (NbC21) with a high affinity of 19.9 pM, which bind to two distinct sites of TNF-α, were constructed as high-affinity ligands for the immunosorbent. The theoretical maximum adsorption capacity estimated from the Langmuir isotherm was up to 18.22 mg/g gel. The prepared immunosorbent (NbC21-sorbent) had an outstanding TNF-α clearance ratio of approximately 96% during the dynamic adsorption test, with a sorbent-to-serum ratio of 1:1000. Additionally, it demonstrated favorable hemocompatibility and a prolonged storage capability. The results indicated that the biparatopic nanobody immunosorbent exhibited significant potential for clinical applications as it met the stringent criteria for both efficacy and safety.
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Affiliation(s)
- Jiewen Chen
- MOE Key Laboratory of Bio-Intelligent Manufacturing, Liaoning Key Laboratory of Molecular Recognition and Imaging, School of Bioengineering, Dalian University of Technology, Dalian 116024, Liaoning, China
| | - Guangshuai Yao
- MOE Key Laboratory of Bio-Intelligent Manufacturing, Liaoning Key Laboratory of Molecular Recognition and Imaging, School of Bioengineering, Dalian University of Technology, Dalian 116024, Liaoning, China
| | - Chundong Huang
- Kangyuan Biomedical Tech. (Dalian) Co., Ltd., Building 9, No. 57, Xinda Street, Dalian High-tech Zone, Dalian 116085, Liaoning, China
| | - Qidong Shen
- MOE Key Laboratory of Bio-Intelligent Manufacturing, Liaoning Key Laboratory of Molecular Recognition and Imaging, School of Bioengineering, Dalian University of Technology, Dalian 116024, Liaoning, China
| | - Jian Miao
- The Department of General Surgery, The Second Affiliated Hospital of Dalian Medical University, Dalian 116027, Liaoning, China
| | - Lingyun Jia
- MOE Key Laboratory of Bio-Intelligent Manufacturing, Liaoning Key Laboratory of Molecular Recognition and Imaging, School of Bioengineering, Dalian University of Technology, Dalian 116024, Liaoning, China
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46
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Zhang W, Wang H, Wu T, Gao X, Shang Y, Zhang Z, Liu X, Li Y. A SARS-CoV-2 Nanobody Displayed on the Surface of Human Ferritin with High Neutralization Activity. Int J Nanomedicine 2024; 19:2429-2440. [PMID: 38476285 PMCID: PMC10929646 DOI: 10.2147/ijn.s450829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 02/29/2024] [Indexed: 03/14/2024] Open
Abstract
Purpose COVID-19 is rampant throughout the world, which has caused great damage to human lives and seriously hindered the development of the global economy. Aiming at the treatment of SARS-CoV-2, in this study, we proposed a novel fenobody strategy based on ferritin (Fe) self-assembly technology. Methods The neutralizing nanobody H11-D4 of SARS-CoV-2 fused to the C-terminus of end-modified human ferritin was expressed in E. coli and silkworm baculovirus expression systems. A large number of nanoparticles were successfully self-assembled in silkworms, while relatively few nanoparticles can be observed in the treated products from E. coli by electron microscopy. Subsequently, the fenobody's expression level and neutralizing activity were then evaluated. Results The results showed that the IC50 of H11-D4 and fenobody Fe-H11-D4 expressed in E. coli were 171.1 nmol L-1 and 20.87 nmol L-1, respectively. However, the IC50 of Fe-HD11-D4 expressed in silkworms was 1.46 nmol L-1 showing better neutralization activity. Conclusion Therefore, fenobodies can be well self-assembled in silkworm baculovirus expression system, and ferritin self-assembly technology can effectively improve nanobody neutralization activity.
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Affiliation(s)
- Wenrong Zhang
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, People’s Republic of China
- College of Life Sciences, Capital Normal University, Beijing, People’s Republic of China
| | - Haining Wang
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, People’s Republic of China
| | - Tong Wu
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, People’s Republic of China
| | - Xintao Gao
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, People’s Republic of China
| | - Yuting Shang
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, People’s Republic of China
| | - Zhifang Zhang
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, People’s Republic of China
| | - Xingjian Liu
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, People’s Republic of China
| | - Yinü Li
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, People’s Republic of China
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47
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Pandey RK, Mehrotra S. Engineering high affinity antigen-binders: Beyond conventional antibodies. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2024; 140:37-57. [PMID: 38762275 DOI: 10.1016/bs.apcsb.2023.12.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2024]
Abstract
For decades, antibodies have remained the archetypal binding proteins that can be rapidly produced with high affinity and specificity against virtually any target. A conventional antibody is still considered the prototype of a binding molecule. It is therefore not surprising that antibodies are routinely used in basic scientific and biomedical research, analytical workflows, molecular diagnostics etc. and represent the fastest growing sector in the field of biotechnology. However, several limitations associated with conventional antibodies, including stringent requirement of animal immunizations, mammalian cells for expression, issues on stability and aggregation, bulkier size and the overall time and cost of production has propelled evolution of concepts along alternative antigen binders. Rapidly evolving protein engineering approaches and high throughput screening platforms have further complemented the development of myriads of classes of non-conventional protein binders including antibody derived as well as non-antibody based molecular scaffolds. These non-canonical binders are finding use across disciplines of which diagnostics and therapeutics are the most noteworthy.
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Affiliation(s)
- Rajeev Kumar Pandey
- Research and Development-Protein Biology, Thermo Fisher Scientific, Bangalore, India
| | - Sanjana Mehrotra
- Department of Human Genetics, Guru Nanak Dev University, Amritsar, Punjab, India.
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48
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Hadsund JT, Satława T, Janusz B, Shan L, Zhou L, Röttger R, Krawczyk K. nanoBERT: a deep learning model for gene agnostic navigation of the nanobody mutational space. BIOINFORMATICS ADVANCES 2024; 4:vbae033. [PMID: 38560554 PMCID: PMC10978573 DOI: 10.1093/bioadv/vbae033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 02/05/2024] [Accepted: 03/04/2024] [Indexed: 04/04/2024]
Abstract
Motivation Nanobodies are a subclass of immunoglobulins, whose binding site consists of only one peptide chain, bestowing favorable biophysical properties. Recently, the first nanobody therapy was approved, paving the way for further clinical applications of this antibody format. Further development of nanobody-based therapeutics could be streamlined by computational methods. One of such methods is infilling-positional prediction of biologically feasible mutations in nanobodies. Being able to identify possible positional substitutions based on sequence context, facilitates functional design of such molecules. Results Here we present nanoBERT, a nanobody-specific transformer to predict amino acids in a given position in a query sequence. We demonstrate the need to develop such machine-learning based protocol as opposed to gene-specific positional statistics since appropriate genetic reference is not available. We benchmark nanoBERT with respect to human-based language models and ESM-2, demonstrating the benefit for domain-specific language models. We also demonstrate the benefit of employing nanobody-specific predictions for fine-tuning on experimentally measured thermostability dataset. We hope that nanoBERT will help engineers in a range of predictive tasks for designing therapeutic nanobodies. Availability and implementation https://huggingface.co/NaturalAntibody/.
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Affiliation(s)
| | | | | | - Lu Shan
- Alector Therapeutics, San Francisco, CA, 94080, United States
| | - Li Zhou
- Alector Therapeutics, San Francisco, CA, 94080, United States
| | - Richard Röttger
- Department Mathematics and Computer Science, University of Southern, Odense, 5230, Denmark
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Kolesnik VV, Nurtdinov RF, Oloruntimehin ES, Karabelsky AV, Malogolovkin AS. Optimization strategies and advances in the research and development of AAV-based gene therapy to deliver large transgenes. Clin Transl Med 2024; 14:e1607. [PMID: 38488469 PMCID: PMC10941601 DOI: 10.1002/ctm2.1607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 02/07/2024] [Accepted: 02/15/2024] [Indexed: 03/18/2024] Open
Abstract
Adeno-associated virus (AAV)-based therapies are recognized as one of the most potent next-generation treatments for inherited and genetic diseases. However, several biological and technological aspects of AAV vectors remain a critical issue for their widespread clinical application. Among them, the limited capacity of the AAV genome significantly hinders the development of AAV-based gene therapy. In this context, genetically modified transgenes compatible with AAV are opening up new opportunities for unlimited gene therapies for many genetic disorders. Recent advances in de novo protein design and remodelling are paving the way for new, more efficient and targeted gene therapeutics. Using computational and genetic tools, AAV expression cassette and transgenic DNA can be split, miniaturized, shuffled or created from scratch to mediate efficient gene transfer into targeted cells. In this review, we highlight recent advances in AAV-based gene therapy with a focus on its use in translational research. We summarize recent research and development in gene therapy, with an emphasis on large transgenes (>4.8 kb) and optimizing strategies applied by biomedical companies in the research pipeline. We critically discuss the prospects for AAV-based treatment and some emerging challenges. We anticipate that the continued development of novel computational tools will lead to rapid advances in basic gene therapy research and translational studies.
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Affiliation(s)
- Valeria V. Kolesnik
- Martsinovsky Institute of Medical ParasitologyTropical and Vector‐Borne Diseases, Sechenov UniversityMoscowRussia
| | - Ruslan F. Nurtdinov
- Martsinovsky Institute of Medical ParasitologyTropical and Vector‐Borne Diseases, Sechenov UniversityMoscowRussia
| | - Ezekiel Sola Oloruntimehin
- Martsinovsky Institute of Medical ParasitologyTropical and Vector‐Borne Diseases, Sechenov UniversityMoscowRussia
| | | | - Alexander S. Malogolovkin
- Martsinovsky Institute of Medical ParasitologyTropical and Vector‐Borne Diseases, Sechenov UniversityMoscowRussia
- Center for Translational MedicineSirius University of Science and TechnologySochiRussia
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Huang Y, Guo X, Wu Y, Chen X, Feng L, Xie N, Shen G. Nanotechnology's frontier in combatting infectious and inflammatory diseases: prevention and treatment. Signal Transduct Target Ther 2024; 9:34. [PMID: 38378653 PMCID: PMC10879169 DOI: 10.1038/s41392-024-01745-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 12/27/2023] [Accepted: 01/11/2024] [Indexed: 02/22/2024] Open
Abstract
Inflammation-associated diseases encompass a range of infectious diseases and non-infectious inflammatory diseases, which continuously pose one of the most serious threats to human health, attributed to factors such as the emergence of new pathogens, increasing drug resistance, changes in living environments and lifestyles, and the aging population. Despite rapid advancements in mechanistic research and drug development for these diseases, current treatments often have limited efficacy and notable side effects, necessitating the development of more effective and targeted anti-inflammatory therapies. In recent years, the rapid development of nanotechnology has provided crucial technological support for the prevention, treatment, and detection of inflammation-associated diseases. Various types of nanoparticles (NPs) play significant roles, serving as vaccine vehicles to enhance immunogenicity and as drug carriers to improve targeting and bioavailability. NPs can also directly combat pathogens and inflammation. In addition, nanotechnology has facilitated the development of biosensors for pathogen detection and imaging techniques for inflammatory diseases. This review categorizes and characterizes different types of NPs, summarizes their applications in the prevention, treatment, and detection of infectious and inflammatory diseases. It also discusses the challenges associated with clinical translation in this field and explores the latest developments and prospects. In conclusion, nanotechnology opens up new possibilities for the comprehensive management of infectious and inflammatory diseases.
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Affiliation(s)
- Yujing Huang
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, and West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China
| | - Xiaohan Guo
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, and West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China
| | - Yi Wu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, and West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China
| | - Xingyu Chen
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, and West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China
| | - Lixiang Feng
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, and West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China
| | - Na Xie
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, and West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China.
| | - Guobo Shen
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, and West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China.
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