1
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Santoni M, Gutierrez-Valdes N, Pivotto D, Zanichelli E, Rosa A, Sobrino-Mengual G, Balieu J, Lerouge P, Bardor M, Cecchetto R, Compri M, Mazzariol A, Ritala A, Avesani L. Performance of plant-produced RBDs as SARS-CoV-2 diagnostic reagents: a tale of two plant platforms. FRONTIERS IN PLANT SCIENCE 2024; 14:1325162. [PMID: 38239207 PMCID: PMC10794598 DOI: 10.3389/fpls.2023.1325162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 12/04/2023] [Indexed: 01/22/2024]
Abstract
The COVID-19 pandemic has underscored the need for rapid and cost-effective diagnostic tools. Serological tests, particularly those measuring antibodies targeting the receptor-binding domain (RBD) of the virus, play a pivotal role in tracking infection dynamics and vaccine effectiveness. In this study, we aimed to develop a simple enzyme-linked immunosorbent assay (ELISA) for measuring RBD-specific antibodies, comparing two plant-based platforms for diagnostic reagent production. We chose to retain RBD in the endoplasmic reticulum (ER) to prevent potential immunoreactivity issues associated with plant-specific glycans. We produced ER-retained RBD in two plant systems: a stable transformation of BY-2 plant cell culture (BY2-RBD) and a transient transformation in Nicotiana benthamiana using the MagnICON system (NB-RBD). Both systems demonstrated their suitability, with varying yields and production timelines. The plant-made proteins revealed unexpected differences in N-glycan profiles, with BY2-RBD displaying oligo-mannosidic N-glycans and NB-RBD exhibiting a more complex glycan profile. This difference may be attributed to higher recombinant protein synthesis in the N. benthamiana system, potentially overloading the ER retention signal, causing some proteins to traffic to the Golgi apparatus. When used as diagnostic reagents in ELISA, BY2-RBD outperformed NB-RBD in terms of sensitivity, specificity, and correlation with a commercial kit. This discrepancy may be due to the distinct glycan profiles, as complex glycans on NB-RBD may impact immunoreactivity. In conclusion, our study highlights the potential of plant-based systems for rapid diagnostic reagent production during emergencies. However, transient expression systems, while offering shorter timelines, introduce higher heterogeneity in recombinant protein forms, necessitating careful consideration in serological test development.
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Affiliation(s)
| | | | - Denise Pivotto
- Department of Biotechnology, University of Verona, Verona, Italy
| | - Elena Zanichelli
- Department of Biotechnology, University of Verona, Verona, Italy
| | | | - Guillermo Sobrino-Mengual
- Université de Rouen Normandie, Normandie Univ, GlycoMEV UR 4358, SFR Normandie Végétal FED 4277, Innovation Chimie Carnot, IRIB, GDR CNRS Chemobiologie, RMT BESTIM, Rouen, France
- Applied Plant Biotechnology Group, Department of Plant Production and Forestry Science, University of Lleida-Agrotecnio CERCA Center, Lleida, Spain
| | - Juliette Balieu
- Université de Rouen Normandie, Normandie Univ, GlycoMEV UR 4358, SFR Normandie Végétal FED 4277, Innovation Chimie Carnot, IRIB, GDR CNRS Chemobiologie, RMT BESTIM, Rouen, France
| | - Patrice Lerouge
- Université de Rouen Normandie, Normandie Univ, GlycoMEV UR 4358, SFR Normandie Végétal FED 4277, Innovation Chimie Carnot, IRIB, GDR CNRS Chemobiologie, RMT BESTIM, Rouen, France
| | - Muriel Bardor
- Université de Rouen Normandie, Normandie Univ, GlycoMEV UR 4358, SFR Normandie Végétal FED 4277, Innovation Chimie Carnot, IRIB, GDR CNRS Chemobiologie, RMT BESTIM, Rouen, France
| | - Riccardo Cecchetto
- Department of Diagnostics and Public Health, Microbiology Section, University of Verona, Verona, Italy
| | - Monica Compri
- Azienda Ospedaliera Universitaria, UOC Microbiologia e Virologia, Verona, Italy
| | - Annarita Mazzariol
- Department of Diagnostics and Public Health, Microbiology Section, University of Verona, Verona, Italy
| | - Anneli Ritala
- VTT Technical Research Centre of Finland Ltd., Espoo, Finland
| | - Linda Avesani
- Department of Biotechnology, University of Verona, Verona, Italy
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2
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Lim S, Kwon HJ, Jeong DG, Nie H, Lee S, Ko SR, Lee KS, Ryu YB, Mason HS, Kim HS, Shin AY, Kwon SY. Enhanced binding and inhibition of SARS-CoV-2 by a plant-derived ACE2 protein containing a fused mu tailpiece. Biotechnol J 2024; 19:e2300319. [PMID: 37853601 DOI: 10.1002/biot.202300319] [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: 06/30/2023] [Revised: 09/27/2023] [Accepted: 10/11/2023] [Indexed: 10/20/2023]
Abstract
Infectious diseases such as Coronavirus disease 2019 (COVID-19) and Middle East respiratory syndrome (MERS) present an increasingly persistent crisis in many parts of the world. COVID-19 is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The angiotensin-converting enzyme 2 (ACE2) is a crucial cellular receptor for SARS-CoV-2 infection. Inhibition of the interaction between SARS-CoV-2 and ACE2 has been proposed as a target for the prevention and treatment of COVID-19. We produced four recombinant plant-derived ACE2 isoforms with or without the mu tailpiece (μ-tp) of immunoglobulin M (IgM) and the KDEL endoplasmic reticulum retention motif in a plant expression system. The plant-derived ACE2 isoforms bound whole SARS-CoV-2 virus and the isolated receptor binding domains of SARS-CoV-2 Alpha, Beta, Gamma, Delta, and Omicron variants. Fusion of μ-tp and KDEL to the ACE2 protein (ACE2 μK) had enhanced binding activity with SARS-CoV-2 in comparison with unmodified ACE2 protein derived from CHO cells. Furthermore, the plant-derived ACE2 μK protein exhibited no cytotoxic effects on Vero E6 cells and effectively inhibited SARS-CoV-2 infection. The efficient and rapid scalability of plant-derived ACE2 μK protein offers potential for the development of preventive and therapeutic agents in the early response to future viral outbreaks.
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Affiliation(s)
- Sohee Lim
- Plant Systems Engineering Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
| | - Hyung-Jun Kwon
- Functional Biomaterial Research Center, Korea Research Institute of Bioscience and Biotechnology, Jeongeup, Republic of Korea
| | - Dae Gwin Jeong
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
- Bio-Analytical Science Division, Korea Research Institute of Bioscience and Biotechnology School of Biotechnology, University of Science and Technology, Daejeon, Republic of Korea
| | - Hualin Nie
- Plant Systems Engineering Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
| | - Sanghee Lee
- Plant Systems Engineering Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
- Biosystems and Bioengineering Program, Korea Research Institute of Bioscience and Biotechnology School of Biotechnology, University of Science and Technology, Daejeon, Republic of Korea
| | - Seo-Rin Ko
- Plant Systems Engineering Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
- Department of Bioinformatics, Korea Research Institute of Bioscience and Biotechnology School of Bioscience, University of Science and Technology, Daejeon, Republic of Korea
| | - Kyu-Sun Lee
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
- Bio-Analytical Science Division, Korea Research Institute of Bioscience and Biotechnology School of Biotechnology, University of Science and Technology, Daejeon, Republic of Korea
| | - Young Bae Ryu
- Functional Biomaterial Research Center, Korea Research Institute of Bioscience and Biotechnology, Jeongeup, Republic of Korea
| | - Hugh S Mason
- Center for Immunotherapy, Vaccines, and Virotherapy (CIVV), The Biodesign Institute at ASU, Tempe, Arizona, USA
| | - Hyun-Soon Kim
- Plant Systems Engineering Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
- Biosystems and Bioengineering Program, Korea Research Institute of Bioscience and Biotechnology School of Biotechnology, University of Science and Technology, Daejeon, Republic of Korea
| | - Ah-Young Shin
- Plant Systems Engineering Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
- Department of Bioinformatics, Korea Research Institute of Bioscience and Biotechnology School of Bioscience, University of Science and Technology, Daejeon, Republic of Korea
| | - Suk-Yoon Kwon
- Plant Systems Engineering Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
- Biosystems and Bioengineering Program, Korea Research Institute of Bioscience and Biotechnology School of Biotechnology, University of Science and Technology, Daejeon, Republic of Korea
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3
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Guo H, Cho B, Hinton PR, He S, Yu Y, Ramesh AK, Sivaccumar JP, Ku Z, Campo K, Holland S, Sachdeva S, Mensch C, Dawod M, Whitaker A, Eisenhauer P, Falcone A, Honce R, Botten JW, Carroll SF, Keyt BA, Womack AW, Strohl WR, Xu K, Zhang N, An Z, Ha S, Shiver JW, Fu TM. An ACE2 decamer viral trap as a durable intervention solution for current and future SARS-CoV. Emerg Microbes Infect 2023; 12:2275598. [PMID: 38078382 PMCID: PMC10768737 DOI: 10.1080/22221751.2023.2275598] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 10/19/2023] [Indexed: 12/18/2023]
Abstract
The capacity of SARS-CoV-2 to evolve poses challenges to conventional prevention and treatment options such as vaccination and monoclonal antibodies, as they rely on viral receptor binding domain (RBD) sequences from previous strains. Additionally, animal CoVs, especially those of the SARS family, are now appreciated as a constant pandemic threat. We present here a new antiviral approach featuring inhalation delivery of a recombinant viral trap composed of ten copies of angiotensin-converting enzyme 2 (ACE2) fused to the IgM Fc. This ACE2 decamer viral trap is designed to inhibit SARS-CoV-2 entry function, regardless of viral RBD sequence variations as shown by its high neutralization potency against all known SARS-CoV-2 variants, including Omicron BQ.1, BQ.1.1, XBB.1 and XBB.1.5. In addition, it demonstrates potency against SARS-CoV-1, human NL63, as well as bat and pangolin CoVs. The multivalent trap is effective in both prophylactic and therapeutic settings since a single intranasal dosing confers protection in human ACE2 transgenic mice against viral challenges. Lastly, this molecule is stable at ambient temperature for more than twelve weeks and can sustain physical stress from aerosolization. These results demonstrate the potential of a decameric ACE2 viral trap as an inhalation solution for ACE2-dependent coronaviruses of current and future pandemic concerns.
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Affiliation(s)
| | | | | | - Sijia He
- IGM Biosciences, Mountain View, CA, USA
| | | | - Ashwin Kumar Ramesh
- Texas Therapeutics Institute, Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Jwala Priyadarsini Sivaccumar
- Texas Therapeutics Institute, Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Zhiqiang Ku
- Texas Therapeutics Institute, Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | | | | | | | | | | | - Annalis Whitaker
- Cellular, Molecular, and Biomedical Sciences Graduate Program, University of Vermont, Burlington, VT, USA
- Department of Medicine, Division of Pulmonary Disease and Critical Care Medicine, University of Vermont, Burlington, VT, USA
| | - Philip Eisenhauer
- Department of Medicine, Division of Pulmonary Disease and Critical Care Medicine, University of Vermont, Burlington, VT, USA
| | - Allison Falcone
- Department of Medicine, Division of Pulmonary Disease and Critical Care Medicine, University of Vermont, Burlington, VT, USA
| | - Rebekah Honce
- Department of Medicine, Division of Pulmonary Disease and Critical Care Medicine, University of Vermont, Burlington, VT, USA
| | - Jason W. Botten
- Department of Medicine, Division of Pulmonary Disease and Critical Care Medicine, University of Vermont, Burlington, VT, USA
- Department of Microbiology and Molecular Genetics, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington, VT, USA
| | | | | | | | | | - Kai Xu
- Department of Veterinary Biosciences, The Ohio State University, Columbus, OH, USA
| | - Ningyan Zhang
- Texas Therapeutics Institute, Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Zhiqiang An
- Texas Therapeutics Institute, Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Sha Ha
- IGM Biosciences, Mountain View, CA, USA
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4
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Mamedov T, Yuksel D, Gurbuzaslan I, Gulec B, Mammadova G, Ozdarendeli A, Pavel STI, Yetiskin H, Kaplan B, Uygut MA, Hasanova G. SARS-CoV-2 spike protein S1 subunit induces potent neutralizing responses in mice and is effective against Delta and Omicron variants. FRONTIERS IN PLANT SCIENCE 2023; 14:1290042. [PMID: 38034565 PMCID: PMC10682712 DOI: 10.3389/fpls.2023.1290042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 10/25/2023] [Indexed: 12/02/2023]
Abstract
SARS-CoV-2, the virus responsible for the COVID-19 pandemic, belongs to the betacoronavirus genus. This virus has a high mutation rate, which rapidly evolves into new variants with different properties, such as increased transmissibility or immune evasion. Currently, the most prevalent global SARS-CoV-2 variant is Omicron, which is more transmissible than previous variants. Current available vaccines may be less effective against some currently existing SARS-CoV-2 variants, including the Omicron variant. The S1 subunit of the spike protein of SARS-CoV-2 has been a major target for COVID-19 vaccine development. It plays a crucial role in the virus's entry into host cells and is the primary target for neutralizing antibodies. In this study, the S1 subunit of the spike protein of SARS-CoV-2 was engineered and produced at a high level in Nicotiana benthamiana plant. The expression level of the recombinant S1 protein was greater than the 0.5-g/kg fresh weight, and the purification yield was at least ~0.3 g of pure protein/kg of plant biomass, which would make a plant-produced S1 antigen an ideal vaccine candidate for commercialization. Purified, the plant-produced SARS-CoV-2 S1 protein exhibited significantly higher binding to the SARS-CoV-2 receptor, angiotensin-converting enzyme 2 (ACE2). Moreover, we also show that recombinant S1 protein/antigen-elicited antibodies can neutralize the Delta or Omicron variants. Collectively, our results demonstrate that a plant-produced S1 antigen could be a promising vaccine candidate against SARS-CoV-2 variants including Omicron.
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Affiliation(s)
- Tarlan Mamedov
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
- Institute of Molecular Biology and Biotechnologies, Ministry of Science and Education of Azerbaijan, Baku, Azerbaijan
| | - Damla Yuksel
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
| | - Irem Gurbuzaslan
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
| | - Burcu Gulec
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
| | - Gulshan Mammadova
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
| | - Aykut Ozdarendeli
- Department of Microbiology, Medical Faculty, Erciyes University, Kayseri, Türkiye
- Vaccine Research, Development and Application Center, Erciyes University, Kayseri, Türkiye
| | - Shaikh Terkis Islam Pavel
- Department of Microbiology, Medical Faculty, Erciyes University, Kayseri, Türkiye
- Vaccine Research, Development and Application Center, Erciyes University, Kayseri, Türkiye
| | - Hazel Yetiskin
- Department of Microbiology, Medical Faculty, Erciyes University, Kayseri, Türkiye
- Vaccine Research, Development and Application Center, Erciyes University, Kayseri, Türkiye
| | - Busra Kaplan
- Department of Microbiology, Medical Faculty, Erciyes University, Kayseri, Türkiye
- Vaccine Research, Development and Application Center, Erciyes University, Kayseri, Türkiye
| | - Muhammet Ali Uygut
- Department of Microbiology, Medical Faculty, Erciyes University, Kayseri, Türkiye
| | - Gulnara Hasanova
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
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5
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Mamedov T, Yuksel D, Gurbuzaslan I, Ilgin M, Gulec B, Mammadova G, Ozdarendeli A, Pavel STI, Yetiskin H, Kaplan B, Uygut MA, Hasanova G. Plant-produced RBD and cocktail-based vaccine candidates are highly effective against SARS-CoV-2, independently of its emerging variants. FRONTIERS IN PLANT SCIENCE 2023; 14:1202570. [PMID: 37600182 PMCID: PMC10433747 DOI: 10.3389/fpls.2023.1202570] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/08/2023] [Accepted: 07/12/2023] [Indexed: 08/22/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a novel and highly pathogenic coronavirus that caused an outbreak in Wuhan City, China, in 2019 and then spread rapidly throughout the world. Although several coronavirus disease 2019 (COVID-19) vaccines are currently available for mass immunization, they are less effective against emerging SARS-CoV-2 variants, especially the Omicron (B.1.1.529). Recently, we successfully produced receptor-binding domain (RBD) variants of the spike (S) protein of SARS-CoV-2 and an antigen cocktail in Nicotiana benthamiana, which are highly produced in plants and elicited high-titer antibodies with potent neutralizing activity against SARS-CoV-2. In this study, based on neutralization ability, we demonstrate that plant-produced RBD and cocktail-based vaccine candidates are highly effective against SARS-CoV-2, independently of its emerging variants. These data demonstrate that plant-produced RBD and cocktail-based proteins are the most promising vaccine candidates and may protect against Delta and Omicron-mediated COVID-19. This is the first report describing vaccines against SARS-CoV-2, which demonstrate significant activities against Delta and Omicron variants.
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Affiliation(s)
- Tarlan Mamedov
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
- Institute of Molecular Biology and Biotechnologies, Ministry of Science and Education, Republic of Azerbaijan, Baku, Azerbaijan
| | - Damla Yuksel
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
| | - Irem Gurbuzaslan
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
| | - Merve Ilgin
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
| | - Burcu Gulec
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
| | - Gulshan Mammadova
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
| | - Aykut Ozdarendeli
- Department of Microbiology, Medical Faculty, Erciyes University, Kayseri, Türkiye
- Vaccine Research, Development and Application Center, Erciyes University, Kayseri, Türkiye
| | - Shaikh Terkis Islam Pavel
- Department of Microbiology, Medical Faculty, Erciyes University, Kayseri, Türkiye
- Vaccine Research, Development and Application Center, Erciyes University, Kayseri, Türkiye
| | - Hazel Yetiskin
- Department of Microbiology, Medical Faculty, Erciyes University, Kayseri, Türkiye
- Vaccine Research, Development and Application Center, Erciyes University, Kayseri, Türkiye
| | - Busra Kaplan
- Department of Microbiology, Medical Faculty, Erciyes University, Kayseri, Türkiye
- Vaccine Research, Development and Application Center, Erciyes University, Kayseri, Türkiye
| | - Muhammet Ali Uygut
- Department of Microbiology, Medical Faculty, Erciyes University, Kayseri, Türkiye
| | - Gulnara Hasanova
- Department of Agricultural Biotechnology, Akdeniz University, Antalya, Türkiye
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6
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Izadi S, Vavra U, Melnik S, Grünwald-Gruber C, Föderl-Höbenreich E, Sack M, Zatloukal K, Glössl J, Stöger E, Mach L, Castilho A, Strasser R. In planta deglycosylation improves the SARS-CoV-2 neutralization activity of recombinant ACE2-Fc. Front Bioeng Biotechnol 2023; 11:1180044. [PMID: 37207124 PMCID: PMC10190127 DOI: 10.3389/fbioe.2023.1180044] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 04/10/2023] [Indexed: 05/21/2023] Open
Abstract
SARS-CoV-2 infects human cells via binding of the viral spike glycoprotein to its main cellular receptor, angiotensin-converting enzyme 2 (ACE2). The spike protein-ACE2 receptor interaction is therefore a major target for the development of therapeutic or prophylactic drugs to combat coronavirus infections. Various engineered soluble ACE2 variants (decoys) have been designed and shown to exhibit virus neutralization capacity in cell-based assays and in vivo models. Human ACE2 is heavily glycosylated and some of its glycans impair binding to the SARS-CoV-2 spike protein. Therefore, glycan-engineered recombinant soluble ACE2 variants might display enhanced virus-neutralization potencies. Here, we transiently co-expressed the extracellular domain of ACE2 fused to human Fc (ACE2-Fc) with a bacterial endoglycosidase in Nicotiana benthamiana to produce ACE2-Fc decorated with N-glycans consisting of single GlcNAc residues. The endoglycosidase was targeted to the Golgi apparatus with the intention to avoid any interference of glycan removal with concomitant ACE2-Fc protein folding and quality control in the endoplasmic reticulum. The in vivo deglycosylated ACE2-Fc carrying single GlcNAc residues displayed increased affinity to the receptor-binding domain (RBD) of SARS-CoV-2 as well as improved virus neutralization activity and thus is a promising drug candidate to block coronavirus infection.
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Affiliation(s)
- Shiva Izadi
- Institute of Plant Biotechnology and Cell Biology, Department of Applied Genetics and Cell Biology, University of Natural Resources and Life Sciences Vienna, Vienna, Austria
| | - Ulrike Vavra
- Institute of Plant Biotechnology and Cell Biology, Department of Applied Genetics and Cell Biology, University of Natural Resources and Life Sciences Vienna, Vienna, Austria
| | - Stanislav Melnik
- Institute of Plant Biotechnology and Cell Biology, Department of Applied Genetics and Cell Biology, University of Natural Resources and Life Sciences Vienna, Vienna, Austria
| | - Clemens Grünwald-Gruber
- Core Facility Mass Spectrometry, University of Natural Resources and Life Sciences Vienna, Vienna, Austria
| | | | | | - Kurt Zatloukal
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Josef Glössl
- Institute of Plant Biotechnology and Cell Biology, Department of Applied Genetics and Cell Biology, University of Natural Resources and Life Sciences Vienna, Vienna, Austria
| | - Eva Stöger
- Institute of Plant Biotechnology and Cell Biology, Department of Applied Genetics and Cell Biology, University of Natural Resources and Life Sciences Vienna, Vienna, Austria
| | - Lukas Mach
- Institute of Plant Biotechnology and Cell Biology, Department of Applied Genetics and Cell Biology, University of Natural Resources and Life Sciences Vienna, Vienna, Austria
| | - Alexandra Castilho
- Institute of Plant Biotechnology and Cell Biology, Department of Applied Genetics and Cell Biology, University of Natural Resources and Life Sciences Vienna, Vienna, Austria
| | - Richard Strasser
- Institute of Plant Biotechnology and Cell Biology, Department of Applied Genetics and Cell Biology, University of Natural Resources and Life Sciences Vienna, Vienna, Austria
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7
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England C, TrejoMartinez J, PerezSanchez P, Karki U, Xu J. Plants as Biofactories for Therapeutic Proteins and Antiviral Compounds to Combat COVID-19. Life (Basel) 2023; 13:617. [PMID: 36983772 PMCID: PMC10054913 DOI: 10.3390/life13030617] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 02/14/2023] [Accepted: 02/20/2023] [Indexed: 02/25/2023] Open
Abstract
The outbreak of coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) had a profound impact on the world's health and economy. Although the end of the pandemic may come in 2023, it is generally believed that the virus will not be completely eradicated. Most likely, the disease will become an endemicity. The rapid development of vaccines of different types (mRNA, subunit protein, inactivated virus, etc.) and some other antiviral drugs (Remdesivir, Olumiant, Paxlovid, etc.) has provided effectiveness in reducing COVID-19's impact worldwide. However, the circulating SARS-CoV-2 virus has been constantly mutating with the emergence of multiple variants, which makes control of COVID-19 difficult. There is still a pressing need for developing more effective antiviral drugs to fight against the disease. Plants have provided a promising production platform for both bioactive chemical compounds (small molecules) and recombinant therapeutics (big molecules). Plants naturally produce a diverse range of bioactive compounds as secondary metabolites, such as alkaloids, terpenoids/terpenes and polyphenols, which are a rich source of countless antiviral compounds. Plants can also be genetically engineered to produce valuable recombinant therapeutics. This molecular farming in plants has an unprecedented opportunity for developing vaccines, antibodies, and other biologics for pandemic diseases because of its potential advantages, such as low cost, safety, and high production volume. This review summarizes the latest advancements in plant-derived drugs used to combat COVID-19 and discusses the prospects and challenges of the plant-based production platform for antiviral agents.
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Affiliation(s)
- Corbin England
- Arkansas Biosciences Institute, Arkansas State University, Jonesboro, AR 72401, USA
- Molecular Biosciences Program, Arkansas State University, Jonesboro, AR 72401, USA
| | | | - Paula PerezSanchez
- Department of Biological Sciences, Arkansas State University, Jonesboro, AR 72401, USA
| | - Uddhab Karki
- Arkansas Biosciences Institute, Arkansas State University, Jonesboro, AR 72401, USA
- Molecular Biosciences Program, Arkansas State University, Jonesboro, AR 72401, USA
| | - Jianfeng Xu
- Arkansas Biosciences Institute, Arkansas State University, Jonesboro, AR 72401, USA
- College of Agriculture, Arkansas State University, Jonesboro, AR 72401, USA
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8
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Köchl K, Schopper T, Durmaz V, Parigger L, Singh A, Krassnigg A, Cespugli M, Wu W, Yang X, Zhang Y, Wang WWS, Selluski C, Zhao T, Zhang X, Bai C, Lin L, Hu Y, Xie Z, Zhang Z, Yan J, Zatloukal K, Gruber K, Steinkellner G, Gruber CC. Optimizing variant-specific therapeutic SARS-CoV-2 decoys using deep-learning-guided molecular dynamics simulations. Sci Rep 2023; 13:774. [PMID: 36641503 PMCID: PMC9840421 DOI: 10.1038/s41598-023-27636-x] [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: 08/17/2022] [Accepted: 01/05/2023] [Indexed: 01/15/2023] Open
Abstract
Treatment of COVID-19 with a soluble version of ACE2 that binds to SARS-CoV-2 virions before they enter host cells is a promising approach, however it needs to be optimized and adapted to emerging viral variants. The computational workflow presented here consists of molecular dynamics simulations for spike RBD-hACE2 binding affinity assessments of multiple spike RBD/hACE2 variants and a novel convolutional neural network architecture working on pairs of voxelized force-fields for efficient search-space reduction. We identified hACE2-Fc K31W and multi-mutation variants as high-affinity candidates, which we validated in vitro with virus neutralization assays. We evaluated binding affinities of these ACE2 variants with the RBDs of Omicron BA.3, Omicron BA.4/BA.5, and Omicron BA.2.75 in silico. In addition, candidates produced in Nicotiana benthamiana, an expression organism for potential large-scale production, showed a 4.6-fold reduction in half-maximal inhibitory concentration (IC50) compared with the same variant produced in CHO cells and an almost six-fold IC50 reduction compared with wild-type hACE2-Fc.
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Affiliation(s)
- Katharina Köchl
- Innophore GmbH, 8010, Graz, Austria
- Austrian Centre of Industrial Biotechnology, 8010, Graz, Austria
| | | | | | | | - Amit Singh
- Innophore GmbH, 8010, Graz, Austria
- Institute of Molecular Bioscience, University of Graz, 8010, Graz, Austria
| | | | | | - Wei Wu
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Xiaoli Yang
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Yanchong Zhang
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Welson Wen-Shang Wang
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Crystal Selluski
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Tiehan Zhao
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Xin Zhang
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Caihong Bai
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Leon Lin
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Yuxiang Hu
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Zhiwei Xie
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Zaihui Zhang
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Jun Yan
- SignalChem Lifesciences Corp., 110-13120 Vanier Place, Richmond, BC, V6V 2J2, Canada
| | - Kurt Zatloukal
- Diagnostic- and Research Center for Molecular Biomedicine, Institute of Pathology, Medical University of Graz, 8010, Graz, Austria
| | - Karl Gruber
- Innophore GmbH, 8010, Graz, Austria
- Institute of Molecular Bioscience, University of Graz, 8010, Graz, Austria
- Field of Excellence BioHealth, University of Graz, 8010, Graz, Austria
| | - Georg Steinkellner
- Innophore GmbH, 8010, Graz, Austria.
- Institute of Molecular Bioscience, University of Graz, 8010, Graz, Austria.
- Field of Excellence BioHealth, University of Graz, 8010, Graz, Austria.
| | - Christian C Gruber
- Innophore GmbH, 8010, Graz, Austria.
- Austrian Centre of Industrial Biotechnology, 8010, Graz, Austria.
- Institute of Molecular Bioscience, University of Graz, 8010, Graz, Austria.
- Field of Excellence BioHealth, University of Graz, 8010, Graz, Austria.
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9
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dos Santos C, Franco OL. Advances in the use of plants as potential biofactories in the production of antimicrobial peptides. Pept Sci (Hoboken) 2022. [DOI: 10.1002/pep2.24290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Cristiane dos Santos
- S‐Inova Biotech, Pós‐Graduação em Biotecnologia Universidade Católica Dom Bosco Campo Grande Brazil
| | - Octávio Luiz Franco
- S‐Inova Biotech, Pós‐Graduação em Biotecnologia Universidade Católica Dom Bosco Campo Grande Brazil
- Centro de Análises Proteômicas e Bioquímica, Pós‐Graduação em Ciências Genômicas e Biotecnologia Universidade Católica de Brasília Brasília Brazil
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10
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Maza MDC, Úbeda M, Delgado P, Horndler L, Llamas MA, van Santen HM, Alarcón B, Abia D, García-Bermejo L, Serrano-Villar S, Bastolla U, Fresno M. ACE2 Serum Levels as Predictor of Infectability and Outcome in COVID-19. Front Immunol 2022; 13:836516. [PMID: 35401548 PMCID: PMC8986157 DOI: 10.3389/fimmu.2022.836516] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 02/22/2022] [Indexed: 12/26/2022] Open
Abstract
Background COVID-19 can generate a broad spectrum of severity and symptoms. Many studies analysed the determinants of severity but not among some types of symptoms. More importantly, very few studies analysed patients highly exposed to the virus that nonetheless remain uninfected. Methods We analysed serum levels of ACE2, Angiotensin II and anti-Spike antibodies in 2 different cohorts at high risk of viral exposure, highly exposed but uninfected subjects, either high risk health care workers or persons cohabiting with infected close relatives and seropositive patients with symptoms. We tested the ability of the sera of these subjects to neutralize lentivirus pseudotyped with the Spike-protein. Results We found that the serum levels of ACE2 are significantly higher in highly exposed but uninfected subjects. Moreover, sera from this seronegative persons can neutralize SARS-CoV-2 infection in cellular assays more strongly that sera from non-exposed negative controls eventhough they do not have anti-CoV-2 IgG antibodies suggesting that high levels of ACE2 in serum may somewhat protect against an active infection without generating a conventional antibody response. Finally, we show that among patients with symptoms, ACE2 levels were significantly higher in infected patients who developed cutaneous as compared with respiratory symptoms and ACE2 was also higher in those with milder symptoms. Conclusions These findings suggest that soluble ACE2 could be used as a potential biomarker to predict SARS-CoV-2 infection risk and to discriminate COVID-19 disease subtypes.
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Affiliation(s)
- María del Carmen Maza
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Autónoma de Madrid, Madrid, Spain
| | - María Úbeda
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Autónoma de Madrid, Madrid, Spain
- Instituto Sanitario Princesa, Madrid, Spain
| | - Pilar Delgado
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Autónoma de Madrid, Madrid, Spain
| | - Lydia Horndler
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Autónoma de Madrid, Madrid, Spain
| | - Miguel A. Llamas
- EMPIREO Diagnóstico Molecular Sociedad Limitada (SL), Madrid, Spain
| | - Hisse M. van Santen
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Autónoma de Madrid, Madrid, Spain
| | - Balbino Alarcón
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Autónoma de Madrid, Madrid, Spain
| | - David Abia
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Autónoma de Madrid, Madrid, Spain
| | - Laura García-Bermejo
- Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Universidad de Alcalá, Madrid, Spain
| | - Sergio Serrano-Villar
- Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Universidad de Alcalá, Madrid, Spain
| | - Ugo Bastolla
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Autónoma de Madrid, Madrid, Spain
| | - Manuel Fresno
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Autónoma de Madrid, Madrid, Spain
- Instituto Sanitario Princesa, Madrid, Spain
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