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Veggiani G, Sidhu SS. Generation and Selection of Synthetic Human Antibody Libraries via Phage Display. Cold Spring Harb Protoc 2024; 2024:pdb.prot108347. [PMID: 37295821 DOI: 10.1101/pdb.prot108347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Synthetic antibody libraries enable the development of antibodies that can recognize virtually any antigen, with affinity and specificity profiles that are superior to those of natural antibodies. By using highly stable and optimized frameworks, synthetic antibody libraries can be rapidly generated by precisely designing synthetic DNA, allowing absolute control over the position and chemical diversity introduced while expanding the sequence space for antigen recognition. Here, we describe a detailed protocol for the generation of highly diverse synthetic antibody phage display libraries based on a single framework, with diversity genetically incorporated by using finely designed mutagenic oligonucleotides. This general method enables the facile construction of large antibody libraries with precisely tunable features, resulting in the rapid development of recombinant antibodies for virtually any antigen.
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Affiliation(s)
- Gianluca Veggiani
- The Anvil Institute, Kitchener, Ontario N2G 1H6, Canada
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, Louisiana 70803, USA
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2
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Veggiani G, Sidhu SS. Beyond Natural Immune Repertoires: Synthetic Antibodies. Cold Spring Harb Protoc 2024; 2024:pdb.top107768. [PMID: 37295822 DOI: 10.1101/pdb.top107768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Synthetic antibody libraries, in which the antigen-binding sites are precisely designed, offer unparalleled precision in antibody engineering, exceeding the potential of natural immune repertoires and constituting a novel generation of research tools and therapeutics. Recent advances in artificial intelligence-driven technologies and their integration into synthetic antibody discovery campaigns hold the promise to further streamline and effectively develop antibodies. Here, we provide an overview of synthetic antibodies. Our associated protocol describes how to develop highly diverse and functional synthetic antibody phage display libraries.
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Affiliation(s)
- Gianluca Veggiani
- The Anvil Institute, Kitchener, Ontario N2G 1H6, Canada
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, Louisiana 70803, USA
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3
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Magazine N, Zhang T, Bungwon AD, McGee MC, Wu Y, Veggiani G, Huang W. Immune Epitopes of SARS-CoV-2 Spike Protein and Considerations for Universal Vaccine Development. Immunohorizons 2024; 8:214-226. [PMID: 38427047 PMCID: PMC10985062 DOI: 10.4049/immunohorizons.2400003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 02/01/2024] [Indexed: 03/02/2024] Open
Abstract
Despite the success of global vaccination programs in slowing the spread of COVID-19, these efforts have been hindered by the emergence of new SARS-CoV-2 strains capable of evading prior immunity. The mutation and evolution of SARS-CoV-2 have created a demand for persistent efforts in vaccine development. SARS-CoV-2 Spike protein has been the primary target for COVID-19 vaccine development, but it is also the hotspot of mutations directly involved in host susceptibility and virus immune evasion. Our ability to predict emerging mutants and select conserved epitopes is critical for the development of a broadly neutralizing therapy or a universal vaccine. In this article, we review the general paradigm of immune responses to COVID-19 vaccines, highlighting the immunological epitopes of Spike protein that are likely associated with eliciting protective immunity resulting from vaccination in humans. Specifically, we analyze the structural and evolutionary characteristics of the SARS-CoV-2 Spike protein related to immune activation and function via the TLRs, B cells, and T cells. We aim to provide a comprehensive analysis of immune epitopes of Spike protein, thereby contributing to the development of new strategies for broad neutralization or universal vaccination.
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Affiliation(s)
- Nicholas Magazine
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA
| | - Tianyi Zhang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA
| | - Anang D. Bungwon
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA
| | - Michael C. McGee
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA
| | - Yingying Wu
- Department of Mathematics, University of Houston, Houston, TX
| | - Gianluca Veggiani
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA
- Division of Biotechnology and Molecular Medicine, Louisiana State University, Baton Rouge, LA
| | - Weishan Huang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA
- Department of Microbiology and Immunology, College of Veterinary Medicine, Cornell University, Ithaca, NY
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Zhang T, Magazine N, McGee MC, Carossino M, Veggiani G, Kousoulas KG, August A, Huang W. Th2 and Th17-associated immunopathology following SARS-CoV-2 breakthrough infection in Spike-vaccinated ACE2-humanized mice. J Med Virol 2024; 96:e29408. [PMID: 38258331 PMCID: PMC10832989 DOI: 10.1002/jmv.29408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 01/03/2024] [Accepted: 01/05/2024] [Indexed: 01/24/2024]
Abstract
Vaccines have demonstrated remarkable effectiveness in protecting against COVID-19; however, concerns regarding vaccine-associated enhanced respiratory diseases (VAERD) following breakthrough infections have emerged. Spike protein subunit vaccines for SARS-CoV-2 induce VAERD in hamsters, where aluminum adjuvants promote a Th2-biased immune response, leading to increased type 2 pulmonary inflammation in animals with breakthrough infections. To gain a deeper understanding of the potential risks and the underlying mechanisms of VAERD, we immunized ACE2-humanized mice with SARS-CoV-2 Spike protein adjuvanted with aluminum and CpG-ODN. Subsequently, we exposed them to increasing doses of SARS-CoV-2 to establish a breakthrough infection. The vaccine elicited robust neutralizing antibody responses, reduced viral titers, and enhanced host survival. However, following a breakthrough infection, vaccinated animals exhibited severe pulmonary immunopathology, characterized by a significant perivascular infiltration of eosinophils and CD4+ T cells, along with increased expression of Th2/Th17 cytokines. Intracellular flow cytometric analysis revealed a systemic Th17 inflammatory response, particularly pronounced in the lungs. Our data demonstrate that aluminum/CpG adjuvants induce strong antibody and Th1-associated immunity against COVID-19 but also prime a robust Th2/Th17 inflammatory response, which may contribute to the rapid onset of T cell-mediated pulmonary immunopathology following a breakthrough infection. These findings underscore the necessity for further research to unravel the complexities of VAERD in COVID-19 and to enhance vaccine formulations for broad protection and maximum safety.
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Affiliation(s)
- Tianyi Zhang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Nicholas Magazine
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Michael C. McGee
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Mariano Carossino
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
- Louisiana Animal Disease Diagnostic Laboratory, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Gianluca Veggiani
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Konstantin G. Kousoulas
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Avery August
- Department of Microbiology and Immunology, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
| | - Weishan Huang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
- Department of Microbiology and Immunology, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
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Linossi EM, Li K, Veggiani G, Tan C, Dehkhoda F, Hockings C, Calleja DJ, Keating N, Feltham R, Brooks AJ, Li SS, Sidhu SS, Babon JJ, Kershaw NJ, Nicholson SE. Author Correction: Discovery of an exosite on the SOCS2-SH2 domain that enhances SH2 binding to phosphorylated ligands. Nat Commun 2023; 14:7951. [PMID: 38040684 PMCID: PMC10692122 DOI: 10.1038/s41467-023-42706-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2023] Open
Affiliation(s)
- Edmond M Linossi
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Kunlun Li
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Gianluca Veggiani
- The Donnelly Center for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
| | - Cyrus Tan
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Farhad Dehkhoda
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Colin Hockings
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Dale J Calleja
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Narelle Keating
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Rebecca Feltham
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Andrew J Brooks
- The University of Queensland Diamantina Institute, Woolloongabba, QLD, 4102, Australia
| | - Shawn S Li
- Department of Biochemistry and the Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Sachdev S Sidhu
- The Donnelly Center for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
| | - Jeffrey J Babon
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Nadia J Kershaw
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia.
| | - Sandra E Nicholson
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia.
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Magazine N, Zhang T, Bungwon AD, McGee MC, Wu Y, Veggiani G, Huang W. Immune Epitopes of SARS-CoV-2 Spike Protein and Considerations for Universal Vaccine Development. bioRxiv 2023:2023.10.26.564184. [PMID: 37961687 PMCID: PMC10634854 DOI: 10.1101/2023.10.26.564184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Despite the success of global vaccination programs in slowing the spread of COVID-19, these efforts have been hindered by the emergence of new SARS-CoV-2 strains capable of evading prior immunity. The mutation and evolution of SARS-CoV-2 have created a demand for persistent efforts in vaccine development. SARS-CoV-2 Spike protein has been the primary target for COVID-19 vaccine development, but it is also the hotspot of mutations directly involved in host susceptibility and immune evasion. Our ability to predict emerging mutants and select conserved epitopes is critical for the development of a broadly neutralizing therapy or a universal vaccine. In this article, we review the general paradigm of immune responses to COVID-19 vaccines, highlighting the immunological epitopes of Spike protein that are likely associated with eliciting protective immunity resulting from vaccination. Specifically, we analyze the structural and evolutionary characteristics of the SARS-CoV-2 Spike protein related to immune activation and function via the toll-like receptors (TLRs), B cells, and T cells. We aim to provide a comprehensive analysis of immune epitopes of Spike protein, thereby contributing to the development of new strategies for broad neutralization or universal vaccination.
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Affiliation(s)
- Nicholas Magazine
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Tianyi Zhang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Anang D. Bungwon
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Michael C. McGee
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Yingying Wu
- Department of Mathematics, University of Houston, Houston, TX 77204, USA
| | - Gianluca Veggiani
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
- Division of Biotechnology and Molecular Medicine, Louisiana State University, Baton Rouge, LA, 70803, USA
| | - Weishan Huang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
- Department of Microbiology and Immunology, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
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Zhang T, Magazine N, McGee MC, Carossino M, Veggiani G, Kousoulas KG, August A, Huang W. Th2 and Th17-Associated Immunopathology Following SARS-CoV-2 Breakthrough Infection in Spike-Vaccinated ACE2-humanized Mice. bioRxiv 2023:2023.10.18.563016. [PMID: 37904941 PMCID: PMC10614945 DOI: 10.1101/2023.10.18.563016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/01/2023]
Abstract
Vaccines have demonstrated remarkable effectiveness in protecting against COVID-19; however, concerns regarding vaccine-associated enhanced respiratory diseases (VAERD) following breakthrough infections have emerged. Spike protein subunit vaccines for SARS-CoV-2 induce VAERD in hamsters, where aluminum adjuvants promote a Th2-biased immune response, leading to increased type 2 pulmonary inflammation in animals with breakthrough infections. To gain a deeper understanding of the potential risks and the underlying mechanisms of VAERD, we immunized ACE2-humanized mice with SARS-CoV-2 Spike protein adjuvanted with aluminum and CpG-ODN. Subsequently, we exposed them to increasing doses of SARS-CoV-2 to establish a breakthrough infection. The vaccine elicited robust neutralizing antibody responses, reduced viral titers, and enhanced host survival. However, following a breakthrough infection, vaccinated animals exhibited severe pulmonary immunopathology, characterized by a significant perivascular infiltration of eosinophils and CD4+ T cells, along with increased expression of Th2/Th17 cytokines. Intracellular flow cytometric analysis revealed a systemic Th17 inflammatory response, particularly pronounced in the lungs. Our data demonstrate that aluminum/CpG adjuvants induce strong antibody and Th1-associated immunity against COVID-19 but also prime a robust Th2/Th17 inflammatory response, which may contribute to the rapid onset of T cell-mediated pulmonary immunopathology following a breakthrough infection. These findings underscore the necessity for further research to unravel the complexities of VAERD in COVID-19 and to enhance vaccine formulations for broad protection and maximum safety.
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Affiliation(s)
- Tianyi Zhang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Nicholas Magazine
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Michael C. McGee
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Mariano Carossino
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
- Louisiana Animal Disease Diagnostic Laboratory, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Gianluca Veggiani
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Konstantin G. Kousoulas
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Avery August
- Department of Microbiology and Immunology, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
| | - Weishan Huang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
- Department of Microbiology and Immunology, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
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D’Ercole C, De March M, Veggiani G, Oloketuyi S, Svigelj R, de Marco A. Biological Applications of Synthetic Binders Isolated from a Conceptually New Adhiron Library. Biomolecules 2023; 13:1533. [PMID: 37892215 PMCID: PMC10605594 DOI: 10.3390/biom13101533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 09/24/2023] [Accepted: 09/25/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND Adhirons are small (10 kDa) synthetic ligands that might represent an alternative to antibody fragments and to alternative scaffolds such as DARPins or affibodies. METHODS We prepared a conceptionally new adhiron phage display library that allows the presence of cysteines in the hypervariable loops and successfully panned it against antigens possessing different characteristics. RESULTS We recovered binders specific for membrane epitopes of plant cells by panning the library directly against pea protoplasts and against soluble C-Reactive Protein and SpyCatcher, a small protein domain for which we failed to isolate binders using pre-immune nanobody libraries. The best binders had a binding constant in the low nM range, were produced easily in bacteria (average yields of 15 mg/L of culture) in combination with different tags, were stable, and had minimal aggregation propensity, independent of the presence or absence of cysteine residues in their loops. DISCUSSION The isolated adhirons were significantly stronger than those isolated previously from other libraries and as good as nanobodies recovered from a naïve library of comparable theoretical diversity. Moreover, they proved to be suitable reagents for ELISA, flow cytometry, the western blot, and also as capture elements in electrochemical biosensors.
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Affiliation(s)
- Claudia D’Ercole
- Lab of Environmental and Life Sciences, University of Nova Gorica, Vipavska cesta 13, Rožna Dolina, 5000 Nova Gorica, Slovenia; (C.D.); (M.D.M.); (S.O.)
| | - Matteo De March
- Lab of Environmental and Life Sciences, University of Nova Gorica, Vipavska cesta 13, Rožna Dolina, 5000 Nova Gorica, Slovenia; (C.D.); (M.D.M.); (S.O.)
| | - Gianluca Veggiani
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA;
| | - Sandra Oloketuyi
- Lab of Environmental and Life Sciences, University of Nova Gorica, Vipavska cesta 13, Rožna Dolina, 5000 Nova Gorica, Slovenia; (C.D.); (M.D.M.); (S.O.)
| | - Rossella Svigelj
- Department of Agrifood, Environmental and Animal Science, University of Udine, via Cotonificio 108, 33100 Udine, Italy;
| | - Ario de Marco
- Lab of Environmental and Life Sciences, University of Nova Gorica, Vipavska cesta 13, Rožna Dolina, 5000 Nova Gorica, Slovenia; (C.D.); (M.D.M.); (S.O.)
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9
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Magazine N, Zhang T, Wu Y, McGee MC, Veggiani G, Huang W. Correction: Magazine et al. Mutations and Evolution of the SARS-CoV-2 Spike Protein. Viruses 2022, 14, 640. Viruses 2023; 15:1787. [PMID: 37766379 PMCID: PMC10486210 DOI: 10.3390/v15091787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 08/04/2023] [Indexed: 09/29/2023] Open
Abstract
In the original publication [...].
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Affiliation(s)
- Nicholas Magazine
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70802, USA; (N.M.); (T.Z.); (M.C.M.)
| | - Tianyi Zhang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70802, USA; (N.M.); (T.Z.); (M.C.M.)
| | - Yingying Wu
- Center of Mathematical Sciences and Applications, Harvard University, Cambridge, MA 02138, USA;
| | - Michael C. McGee
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70802, USA; (N.M.); (T.Z.); (M.C.M.)
| | - Gianluca Veggiani
- The Donnelly Center for Cellular and Biomolecular Research, University of Toronto, Toronto, ON M5S 3E1, Canada;
| | - Weishan Huang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70802, USA; (N.M.); (T.Z.); (M.C.M.)
- Department of Microbiology and Immunology, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
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Tang JQ, Marchand MM, Veggiani G. Ubiquitin Engineering for Interrogating the Ubiquitin-Proteasome System and Novel Therapeutic Strategies. Cells 2023; 12:2117. [PMID: 37626927 PMCID: PMC10453149 DOI: 10.3390/cells12162117] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 08/10/2023] [Accepted: 08/11/2023] [Indexed: 08/27/2023] Open
Abstract
Protein turnover, a highly regulated process governed by the ubiquitin-proteasome system (UPS), is essential for maintaining cellular homeostasis. Dysregulation of the UPS has been implicated in various diseases, including viral infections and cancer, making the proteins in the UPS attractive targets for therapeutic intervention. However, the functional and structural redundancies of UPS enzymes present challenges in identifying precise drug targets and achieving target selectivity. Consequently, only 26S proteasome inhibitors have successfully advanced to clinical use thus far. To overcome these obstacles, engineered peptides and proteins, particularly engineered ubiquitin, have emerged as promising alternatives. In this review, we examine the impact of engineered ubiquitin on UPS and non-UPS proteins, as well as on viral enzymes. Furthermore, we explore their potential to guide the development of small molecules targeting novel surfaces, thereby expanding the range of druggable targets.
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Affiliation(s)
- Jason Q. Tang
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, 160 College Street, Toronto, ON M5S3E1, Canada
- Department of Molecular Genetics, University of Toronto, 160 College Street, Toronto, ON M5S3E1, Canada
| | - Mary M. Marchand
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Gianluca Veggiani
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
- Division of Biotechnology and Molecular Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
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Martyn GD, Veggiani G. Phage-Displayed SH2 Domain Libraries: From Ultrasensitive Tyrosine Phosphoproteome Probes to Translational Research. Cold Spring Harb Protoc 2023:pdb.over107981. [PMID: 37197827 DOI: 10.1101/pdb.over107981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Tyrosine phosphorylation is a critical regulator of cell signaling. A large fraction of the tyrosine phosphoproteome, however, remains uncharacterized, largely due to a lack of robust and scalable methods. The Src homology 2 (SH2) domain, a structurally conserved protein domain present in many intracellular signal-transducing proteins, naturally binds phosphorylated tyrosine (pTyr) residues, providing an ideal scaffold for the development of sensitive pTyr probes. Its modest affinity, however, has greatly limited its application. Phage display is an in vitro technique used for identifying ligands for proteins and other macromolecules. Using this technique, researchers have been able to engineer SH2 domains to increase their affinity and customize their specificity. Indeed, highly diverse phage display libraries have enabled the engineering of SH2 domains as affinity-purification (AP) tools for proteomic analysis as well as probes for aberrant tyrosine signaling detection and rewiring, and represent a promising class of novel diagnostics and therapeutics. This review describes the unique structure-function characteristics of SH2 domains, highlights the fundamental contribution of phage display in the development of technologies for the dissection of the tyrosine phosphoproteome, and highlights prospective uses of SH2 domains in basic and translational research.
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Affiliation(s)
- Gregory D Martyn
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, Ontario M5S 3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada
| | - Gianluca Veggiani
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, Ontario M5S 3E1, Canada
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, Louisiana 70803, USA
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Martyn GD, Veggiani G, Sidhu SS. Engineering SH2 Domains with Tailored Specificities and Affinities. Methods Mol Biol 2023; 2705:307-348. [PMID: 37668982 DOI: 10.1007/978-1-0716-3393-9_17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/06/2023]
Abstract
The Src Homology 2 (SH2) domain is an emerging biotechnology with applications in basic science, drug discovery, and even diagnostics. The SH2 domains rapid uptake into different areas of research is a direct result of the wealth of information generated on its biochemical, biological, and biophysical role in mammalian cell biology. Functionally, the SH2 domain binds and recognizes specific phosphotyrosine (pTyr) residues in the cell to mediate protein-protein interactions (PPIs) that govern signal transduction networks. These signal transduction networks are responsible for relaying growth and stress state signals to the cell's nucleus, ultimately effecting a change in cell biology. Protein engineers have been able to increase the affinity of SH2 domains for pTyr while also tailoring the domains' specificity to unique amino acid sequences flanking the pTyr residue. In this way, it has been possible to develop unique SH2 variants for use in affinity-purification coupled to mass spectrometry (AP-MS) experiments, microscopy, or even synthetic biology. This chapter outlines methods to tailor the affinity and specificity of virtually any human SH2 domain using a combination of rational engineering and phage-display approaches.
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Affiliation(s)
- Gregory D Martyn
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Gianluca Veggiani
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
| | - Sachdev S Sidhu
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada.
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada.
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Veggiani G, Villaseñor R, Martyn GD, Tang JQ, Krone MW, Gu J, Chen C, Waters ML, Pearce KH, Baubec T, Sidhu SS. Author Correction: High-affinity chromodomains engineered for improved detection of histone methylation and enhanced CRISPR-based gene repression. Nat Commun 2022; 13:7381. [PMID: 36450737 PMCID: PMC9712645 DOI: 10.1038/s41467-022-35175-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Affiliation(s)
- G Veggiani
- The Anvil Institute, Kitchener, ON, N2G 1H6, Canada.
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA, 70803, USA.
| | - R Villaseñor
- Division of Molecular Biology, Biomedical Center Munich, Ludwig-Maximilians-University, 82152, Planegg-Martinsried, Germany
- Department of Molecular Mechanisms of Disease, University of Zurich, 8057, Zurich, Switzerland
| | - G D Martyn
- The Anvil Institute, Kitchener, ON, N2G 1H6, Canada
- School of Pharmacy, University of Waterloo, Waterloo, ON, N2L 3G1, Canada
| | - J Q Tang
- The Anvil Institute, Kitchener, ON, N2G 1H6, Canada
- School of Pharmacy, University of Waterloo, Waterloo, ON, N2L 3G1, Canada
| | - M W Krone
- Department of Chemistry, University of North Carolina at Chapel Hill, CB 3290, Chapel Hill, NC, 27599, USA
| | - J Gu
- The Anvil Institute, Kitchener, ON, N2G 1H6, Canada
| | - C Chen
- The Anvil Institute, Kitchener, ON, N2G 1H6, Canada
| | - M L Waters
- Department of Chemistry, University of North Carolina at Chapel Hill, CB 3290, Chapel Hill, NC, 27599, USA
| | - K H Pearce
- Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - T Baubec
- Department of Molecular Mechanisms of Disease, University of Zurich, 8057, Zurich, Switzerland
- Division of Genome Biology and Epigenetics, Institute of Biodynamics and Biocomplexity, Department of Biology, Utrecht University, 3584, Utrecht, The Netherlands
| | - S S Sidhu
- The Anvil Institute, Kitchener, ON, N2G 1H6, Canada.
- School of Pharmacy, University of Waterloo, Waterloo, ON, N2L 3G1, Canada.
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14
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Veggiani G, Villaseñor R, Martyn GD, Tang JQ, Krone MW, Gu J, Chen C, Waters ML, Pearce KH, Baubec T, Sidhu SS. High-affinity chromodomains engineered for improved detection of histone methylation and enhanced CRISPR-based gene repression. Nat Commun 2022; 13:6975. [PMID: 36379931 PMCID: PMC9666628 DOI: 10.1038/s41467-022-34269-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 10/18/2022] [Indexed: 11/16/2022] Open
Abstract
Histone methylation is an important post-translational modification that plays a crucial role in regulating cellular functions, and its dysregulation is implicated in cancer and developmental defects. Therefore, systematic characterization of histone methylation is necessary to elucidate complex biological processes, identify biomarkers, and ultimately, enable drug discovery. Studying histone methylation relies on the use of antibodies, but these suffer from lot-to-lot variation, are costly, and cannot be used in live cells. Chromatin-modification reader domains are potential affinity reagents for methylated histones, but their application is limited by their modest affinities. We used phage display to identify key residues that greatly enhance the affinities of Cbx chromodomains for methylated histone marks and develop a general strategy for enhancing the affinity of chromodomains of the human Cbx protein family. Our strategy allows us to develop powerful probes for genome-wide binding analysis and live-cell imaging. Furthermore, we use optimized chromodomains to develop extremely potent CRISPR-based repressors for tailored gene silencing. Our results highlight the power of engineered chromodomains for analyzing protein interaction networks involving chromatin and represent a modular platform for efficient gene silencing.
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Affiliation(s)
- G Veggiani
- The Anvil Institute, Kitchener, ON, N2G 1H6, Canada.
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA, 70803, USA.
| | - R Villaseñor
- Division of Molecular Biology, Biomedical Center Munich, Ludwig-Maximilians-University, 82152, Planegg-Martinsried, Germany
- Department of Molecular Mechanisms of Disease, University of Zurich, 8057, Zurich, Switzerland
| | - G D Martyn
- The Anvil Institute, Kitchener, ON, N2G 1H6, Canada
- School of Pharmacy, University of Waterloo, Waterloo, ON, N2L 3G1, Canada
| | - J Q Tang
- The Anvil Institute, Kitchener, ON, N2G 1H6, Canada
- School of Pharmacy, University of Waterloo, Waterloo, ON, N2L 3G1, Canada
| | - M W Krone
- Department of Chemistry, University of North Carolina at Chapel Hill, CB 3290, Chapel Hill, NC, 27599, USA
| | - J Gu
- The Anvil Institute, Kitchener, ON, N2G 1H6, Canada
| | - C Chen
- The Anvil Institute, Kitchener, ON, N2G 1H6, Canada
| | - M L Waters
- Department of Chemistry, University of North Carolina at Chapel Hill, CB 3290, Chapel Hill, NC, 27599, USA
| | - K H Pearce
- Center for Integrative Chemical Biology and Drug Discovery, Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - T Baubec
- Department of Molecular Mechanisms of Disease, University of Zurich, 8057, Zurich, Switzerland
- Division of Genome Biology and Epigenetics, Institute of Biodynamics and Biocomplexity, Department of Biology, Utrecht University, 3584, Utrecht, The Netherlands
| | - S S Sidhu
- The Anvil Institute, Kitchener, ON, N2G 1H6, Canada.
- School of Pharmacy, University of Waterloo, Waterloo, ON, N2L 3G1, Canada.
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15
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Martyn GD, Veggiani G, Kusebauch U, Morrone SR, Yates BP, Singer AU, Tong J, Manczyk N, Gish G, Sun Z, Kurinov I, Sicheri F, Moran MF, Moritz RL, Sidhu SS. Engineered SH2 Domains for Targeted Phosphoproteomics. ACS Chem Biol 2022; 17:1472-1484. [PMID: 35613471 DOI: 10.1021/acschembio.2c00051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
A comprehensive analysis of the phosphoproteome is essential for understanding molecular mechanisms of human diseases. However, current tools used to enrich phosphotyrosine (pTyr) are limited in their applicability and scope. Here, we engineered new superbinder Src-Homology 2 (SH2) domains that enrich diverse sets of pTyr-peptides. We used phage display to select a Fes-SH2 domain variant (superFes; sFes1) with high affinity for pTyr and solved its structure bound to a pTyr-peptide. We performed systematic structure-function analyses of the superbinding mechanisms of sFes1 and superSrc-SH2 (sSrc1), another SH2 superbinder. We grafted the superbinder motifs from sFes1 and sSrc1 into 17 additional SH2 domains and confirmed increased binding affinity for specific pTyr-peptides. Using mass spectrometry (MS), we demonstrated that SH2 superbinders have distinct specificity profiles and superior capabilities to enrich pTyr-peptides. Finally, using combinations of SH2 superbinders as affinity purification (AP) tools we showed that unique subsets of pTyr-peptides can be enriched with unparalleled depth and coverage.
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Affiliation(s)
- Gregory D. Martyn
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, 160 College Street, Toronto, Ontario M5S3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada
| | - Gianluca Veggiani
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, 160 College Street, Toronto, Ontario M5S3E1, Canada
| | - Ulrike Kusebauch
- Institute for Systems Biology, Seattle, Washington 98109, United States
| | - Seamus R. Morrone
- Institute for Systems Biology, Seattle, Washington 98109, United States
| | - Bradley P. Yates
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, 160 College Street, Toronto, Ontario M5S3E1, Canada
| | - Alex U. Singer
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, 160 College Street, Toronto, Ontario M5S3E1, Canada
| | - Jiefei Tong
- Program in Cell biology, Hospital for Sick Children, Toronto M5G 0A4, Canada
| | - Noah Manczyk
- Department of Biochemistry, University of Toronto, Toronto, Ontario M5S 1A8, Canada
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario M5G 1X5, Canada
| | - Gerald Gish
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario M5G 1X5, Canada
| | - Zhi Sun
- Institute for Systems Biology, Seattle, Washington 98109, United States
| | - Igor Kurinov
- Department of Chemistry and Chemical Biology, Cornell University, NE-CAT, Argonne, Illinois 60439, United States
| | - Frank Sicheri
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada
- Department of Biochemistry, University of Toronto, Toronto, Ontario M5S 1A8, Canada
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario M5G 1X5, Canada
| | - Michael F. Moran
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada
- Program in Cell biology, Hospital for Sick Children, Toronto M5G 0A4, Canada
- The Hospital for Sick Children, SPARC Biocentre, Toronto, Ontario M5G 0A4, Canada
| | - Robert L. Moritz
- Institute for Systems Biology, Seattle, Washington 98109, United States
| | - Sachdev S. Sidhu
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, 160 College Street, Toronto, Ontario M5S3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada
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16
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Veggiani G, Yates BP, Martyn GD, Manczyk N, Singer AU, Kurinov I, Sicheri F, Sidhu SS. Panel of Engineered Ubiquitin Variants Targeting the Family of Human Ubiquitin Interacting Motifs. ACS Chem Biol 2022; 17:941-956. [PMID: 35385646 PMCID: PMC9305627 DOI: 10.1021/acschembio.2c00089] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Ubiquitin (Ub)-binding domains embedded in intracellular proteins act as readers of the complex Ub code and contribute to regulation of numerous eukaryotic processes. Ub-interacting motifs (UIMs) are short α-helical modular recognition elements whose role in controlling proteostasis and signal transduction has been poorly investigated. Moreover, impaired or aberrant activity of UIM-containing proteins has been implicated in numerous diseases, but targeting modular recognition elements in proteins remains a major challenge. To overcome this limitation, we developed Ub variants (UbVs) that bind to 42 UIMs in the human proteome with high affinity and specificity. Structural analysis of a UbV:UIM complex revealed the molecular determinants of enhanced affinity and specificity. Furthermore, we showed that a UbV targeting a UIM in the cancer-associated Ub-specific protease 28 potently inhibited catalytic activity. Our work demonstrates the versatility of UbVs to target short α-helical Ub receptors with high affinity and specificity. Moreover, the UbVs provide a toolkit to investigate the role of UIMs in regulating and transducing Ub signals and establish a general strategy for the systematic development of probes for Ub-binding domains.
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Affiliation(s)
- Gianluca Veggiani
- Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, 160 College Street, Toronto, Ontario M5S3E1, Canada
| | - Bradley P. Yates
- Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, 160 College Street, Toronto, Ontario M5S3E1, Canada
| | - Gregory D. Martyn
- Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, 160 College Street, Toronto, Ontario M5S3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada
| | - Noah Manczyk
- Department of Biochemistry, University of Toronto, Toronto, Ontario M5S 1A8, Canada
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario M5G 1X5, Canada
| | - Alex U. Singer
- Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, 160 College Street, Toronto, Ontario M5S3E1, Canada
| | - Igor Kurinov
- Department of Chemistry and Chemical Biology, NE-CAT, Cornell University, Argonne, Illinois 60439, United States
| | - Frank Sicheri
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada
- Department of Biochemistry, University of Toronto, Toronto, Ontario M5S 1A8, Canada
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario M5G 1X5, Canada
| | - Sachdev S. Sidhu
- Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, 160 College Street, Toronto, Ontario M5S3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada
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17
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Magazine N, Zhang T, Wu Y, McGee MC, Veggiani G, Huang W. Mutations and Evolution of the SARS-CoV-2 Spike Protein. Viruses 2022; 14:640. [PMID: 35337047 PMCID: PMC8949778 DOI: 10.3390/v14030640] [Citation(s) in RCA: 82] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 03/12/2022] [Accepted: 03/16/2022] [Indexed: 11/16/2022] Open
Abstract
The SARS-CoV-2 spike protein mediates target recognition, cellular entry, and ultimately the viral infection that leads to various levels of COVID-19 severities. Positive evolutionary selection of mutations within the spike protein has led to the genesis of new SARS-CoV-2 variants with greatly enhanced overall fitness. Given the trend of variants with increased fitness arising from spike protein alterations, it is critical that the scientific community understand the mechanisms by which these mutations alter viral functions. As of March 2022, five SARS-CoV-2 strains were labeled "variants of concern" by the World Health Organization: the Alpha, Beta, Gamma, Delta, and Omicron variants. This review summarizes the potential mechanisms by which the common mutations on the spike protein that occur within these strains enhance the overall fitness of their respective variants. In addressing these mutations within the context of the SARS-CoV-2 spike protein structure, spike/receptor binding interface, spike/antibody binding, and virus neutralization, we summarize the general paradigms that can be used to estimate the effects of future mutations along SARS-CoV-2 evolution.
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Affiliation(s)
- Nicholas Magazine
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70802, USA; (N.M.); (T.Z.); (M.C.M.)
| | - Tianyi Zhang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70802, USA; (N.M.); (T.Z.); (M.C.M.)
| | - Yingying Wu
- Center of Mathematical Sciences and Applications, Harvard University, Cambridge, MA 02138, USA;
| | - Michael C. McGee
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70802, USA; (N.M.); (T.Z.); (M.C.M.)
| | - Gianluca Veggiani
- The Donnelly Center for Cellular and Biomolecular Research, University of Toronto, Toronto, ON M5S 3E1, Canada;
| | - Weishan Huang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70802, USA; (N.M.); (T.Z.); (M.C.M.)
- Department of Microbiology and Immunology, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
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18
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Linossi EM, Li K, Veggiani G, Tan C, Dehkhoda F, Hockings C, Calleja DJ, Keating N, Feltham R, Brooks AJ, Li SS, Sidhu SS, Babon JJ, Kershaw NJ, Nicholson SE. Discovery of an exosite on the SOCS2-SH2 domain that enhances SH2 binding to phosphorylated ligands. Nat Commun 2021; 12:7032. [PMID: 34857742 PMCID: PMC8640019 DOI: 10.1038/s41467-021-26983-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 10/28/2021] [Indexed: 11/09/2022] Open
Abstract
Suppressor of cytokine signaling (SOCS)2 protein is a key negative regulator of the growth hormone (GH) and Janus kinase (JAK)-Signal Transducers and Activators of Transcription (STAT) signaling cascade. The central SOCS2-Src homology 2 (SH2) domain is characteristic of the SOCS family proteins and is an important module that facilitates recognition of targets bearing phosphorylated tyrosine (pTyr) residues. Here we identify an exosite on the SOCS2-SH2 domain which, when bound to a non-phosphorylated peptide (F3), enhances SH2 affinity for canonical phosphorylated ligands. Solution of the SOCS2/F3 crystal structure reveals F3 as an α-helix which binds on the opposite side of the SH2 domain to the phosphopeptide binding site. F3:exosite binding appears to stabilise the SOCS2-SH2 domain, resulting in slower dissociation of phosphorylated ligands and consequently, enhances binding affinity. This biophysical enhancement of SH2:pTyr binding affinity translates to increase SOCS2 inhibition of GH signaling.
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Affiliation(s)
- Edmond M Linossi
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Kunlun Li
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Gianluca Veggiani
- The Donnelly Center for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
| | - Cyrus Tan
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Farhad Dehkhoda
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Colin Hockings
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Dale J Calleja
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Narelle Keating
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Rebecca Feltham
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Andrew J Brooks
- The University of Queensland Diamantina Institute, Woolloongabba, QLD, 4102, Australia
| | - Shawn S Li
- Department of Biochemistry and the Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Canada
| | - Sachdev S Sidhu
- The Donnelly Center for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
| | - Jeffrey J Babon
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Nadia J Kershaw
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia.
| | - Sandra E Nicholson
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia.
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19
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Veggiani G, Giabbai B, Semrau MS, Medagli B, Riccio V, Bajc G, Storici P, de Marco A. Comparative analysis of fusion tags used to functionalize recombinant antibodies. Protein Expr Purif 2020; 166:105505. [DOI: 10.1016/j.pep.2019.105505] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 09/20/2019] [Accepted: 09/25/2019] [Indexed: 02/06/2023]
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20
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Manczyk N, Veggiani G, Gish GD, Yates BP, Ernst A, Sidhu SS, Sicheri F. Dimerization of a ubiquitin variant leads to high affinity interactions with a ubiquitin interacting motif. Protein Sci 2019; 28:848-856. [PMID: 30793400 DOI: 10.1002/pro.3593] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Revised: 02/13/2019] [Accepted: 02/19/2019] [Indexed: 11/06/2022]
Abstract
We previously described structural and functional characterization of the first ubiquitin variant (UbV), UbV.v27.1, engineered by phage display to bind with high affinity to a specific ubiquitin interacting motif (UIM). We identified two substitutions relative to ubiquitin (Gly10Val/His68Tyr) that were critical for enhancing binding affinity but could only rationalize the mechanism of action of the Tyr68 substitution. Here, we extend our characterization and uncover the mechanism by which the Val10 substitution enhances binding affinity. We show that Val10 in UbV.v27.1 drives UbV dimerization through an intermolecular β-strand exchange. Dimerization serves to increase the contact surface between the UIM and UbV and also affords direct contacts between two UIMs through an overall 2:2 binding stoichiometry. Our identification of the role of Val10 in UbV dimerization suggests a general means for the development of dimeric UbVs with improved affinity and specificity relative to their monomeric UbV counterparts. Statement: Previously, we used phage display to engineer a UbV that bound tightly and specifically to a UIM. Here, we discovered that tight binding is partly due to the dimerization of the UbV, which increases the contact surface between the UbV and UIM. We show that UbV dimerization is dependent on the Gly10Val substitution, and posit that dimerization may provide a general means for engineering UbVs with improved binding properties.
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Affiliation(s)
- Noah Manczyk
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario M5G 1X5, Canada.,Department of Biochemistry, University of Toronto, Toronto, Ontario M5S 1A8, Canada
| | - Gianluca Veggiani
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada.,Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, M5S 3E1 Toronto, Ontario, Canada
| | - Gerald D Gish
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario M5G 1X5, Canada
| | - Bradley P Yates
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada.,Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, M5S 3E1 Toronto, Ontario, Canada
| | - Andreas Ernst
- Institute of Biochemistry II, Goethe University, Frankfurt am Main 60590, Germany
| | - Sachdev S Sidhu
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada.,Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, M5S 3E1 Toronto, Ontario, Canada
| | - Frank Sicheri
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario M5G 1X5, Canada.,Department of Biochemistry, University of Toronto, Toronto, Ontario M5S 1A8, Canada.,Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada
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21
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Abstract
Development of effective cancer therapeutic strategies relies on our ability to interfere with cellular processes that are dysregulated in tumors. Given the essential role of the ubiquitin proteasome system (UPS) in regulating a myriad of cellular processes, it is not surprising that malfunction of UPS components is implicated in numerous human diseases, including many types of cancer. The clinical success of proteasome inhibitors in treating multiple myeloma has further stimulated enthusiasm for targeting UPS proteins for pharmacological intervention in cancer treatment, particularly in the precision medicine era. Unfortunately, despite tremendous efforts, the paucity of potent and selective UPS inhibitors has severely hampered attempts to exploit the UPS for therapeutic benefits. To tackle this problem, many groups have been working on technology advancement to rapidly and effectively screen for potent and specific UPS modulators as intracellular probes or early-phase therapeutic agents. Here, we review several emerging technologies for developing chemical- and protein-based molecules to manipulate UPS enzymatic activity, with the aim of providing an overview of strategies available to target ubiquitination for cancer therapy.
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Affiliation(s)
- Gianluca Veggiani
- The Donnelly Center for Cellular and Biomolecular Research, University of Toronto, 160 College Street, Toronto, Ontario M5S3E1, Canada
| | - María Carla Rosales Gerpe
- Department of Molecular and Cellular Biology, College of Biological Science, University of Guelph, 50 Stone Rd E., Guelph, Ontario N1G2W1, Canada
| | - Sachdev S Sidhu
- The Donnelly Center for Cellular and Biomolecular Research, University of Toronto, 160 College Street, Toronto, Ontario M5S3E1, Canada.
| | - Wei Zhang
- Department of Molecular and Cellular Biology, College of Biological Science, University of Guelph, 50 Stone Rd E., Guelph, Ontario N1G2W1, Canada.
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22
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Veggiani G, Huang H, Yates BP, Tong J, Kaneko T, Joshi R, Li SSC, Moran MF, Gish G, Sidhu SS. Engineered SH2 domains with tailored specificities and enhanced affinities for phosphoproteome analysis. Protein Sci 2018; 28:403-413. [PMID: 30431205 DOI: 10.1002/pro.3551] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Revised: 11/09/2018] [Accepted: 11/12/2018] [Indexed: 02/05/2023]
Abstract
Protein phosphorylation is the most abundant post-translational modification in cells. Src homology 2 (SH2) domains specifically recognize phosphorylated tyrosine (pTyr) residues to mediate signaling cascades. A conserved pocket in the SH2 domain binds the pTyr side chain and the EF and BG loops determine binding specificity. By using large phage-displayed libraries, we engineered the EF and BG loops of the Fyn SH2 domain to alter specificity. Engineered SH2 variants exhibited distinct specificity profiles and were able to bind pTyr sites on the epidermal growth factor receptor, which were not recognized by the wild-type Fyn SH2 domain. Furthermore, mass spectrometry showed that SH2 variants with additional mutations in the pTyr-binding pocket that enhanced affinity were highly effective for enrichment of diverse pTyr peptides within the human proteome. These results showed that engineering of the EF and BG loops could be used to tailor SH2 domain specificity, and SH2 variants with diverse specificities and high affinities for pTyr residues enabled more comprehensive analysis of the human phosphoproteome. STATEMENT: Src Homology 2 (SH2) domains are modular domains that recognize phosphorylated tyrosine embedded in proteins, transducing these post-translational modifications into cellular responses. Here we used phage display to engineer hundreds of SH2 domain variants with altered binding specificities and enhanced affinities, which enabled efficient and differential enrichment of the human phosphoproteome for analysis by mass spectrometry. These engineered SH2 domain variants will be useful tools for elucidating the molecular determinants governing SH2 domains binding specificity and for enhancing analysis and understanding of the human phosphoproteome.
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Affiliation(s)
- Gianluca Veggiani
- Department of Biochemistry, University of Toronto, Toronto, Ontario, M5S 1A8, Canada.,Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, Toronto, Ontario, M5S3E1, Canada
| | - Haiming Huang
- Department of Biochemistry, University of Toronto, Toronto, Ontario, M5S 1A8, Canada.,Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, Toronto, Ontario, M5S3E1, Canada
| | - Bradley P Yates
- Department of Biochemistry, University of Toronto, Toronto, Ontario, M5S 1A8, Canada.,Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, Toronto, Ontario, M5S3E1, Canada
| | - Jiefei Tong
- Program in Molecular Structure and Function, The Hospital for Sick Children, Department of Molecular Genetics, University of Toronto, Toronto, Ontario, M5G 0A4, Canada
| | - Tomonori Kaneko
- Department of Biochemistry, Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, N6A 5C1, Canada
| | - Rakesh Joshi
- Department of Biochemistry, Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, N6A 5C1, Canada
| | - Shawn S C Li
- Department of Biochemistry, Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, N6A 5C1, Canada
| | - Michael F Moran
- Program in Molecular Structure and Function, The Hospital for Sick Children, Department of Molecular Genetics, University of Toronto, Toronto, Ontario, M5G 0A4, Canada.,Department of Molecular Genetics, University of Toronto, Toronto, Ontario, M5S 3E1, Canada.,The Hospital for Sick Children, SPARC Biocentre, Toronto, Ontario, M5G 0A4, Canada
| | - Gerald Gish
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, M5G 1X5, Canada
| | - Sachdev S Sidhu
- Department of Biochemistry, University of Toronto, Toronto, Ontario, M5S 1A8, Canada.,Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, Toronto, Ontario, M5S3E1, Canada.,Department of Molecular Genetics, University of Toronto, Toronto, Ontario, M5S 3E1, Canada
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23
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Affiliation(s)
- Gianluca Veggiani
- Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research; University of Toronto; Toronto Ontario Canada
- Department of Molecular Genetics; University of Toronto; Toronto Ontario Canada
| | - Sachdev S. Sidhu
- Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research; University of Toronto; Toronto Ontario Canada
- Department of Molecular Genetics; University of Toronto; Toronto Ontario Canada
- Department of Biochemistry; University of Toronto; Toronto Ontario Canada
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24
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Gallotta A, Zuin J, Veggiani G, Pengo P, Leon AE, Gion M, Biasiolo A, Tono N, Gatta A, Pontisso P, Fassina G, Beneduce L. Combination of Biomarkers-IGM by Logistic Regression Improves Diagnostic Accuracy in Hepatocellular Carcinoma. Int J Biol Markers 2018. [DOI: 10.1177/172460080902400334] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and aim Circulating immune complexes of alpha-fetoprotein (AFP) and SCCA (squamous cell carcinoma antigen) with IgMs (AFP-IgM and SCCA-IgM, respectively) represent a promising new class of serum markers with diagnostic and prognostic value in the management of patients with hepatocellular carcinoma (HCC). The enhancement of diagnostic indexes for cancer detection achieved with combination of biomarkers by linear logistic regression has been demonstrated in several simulation studies on multiple diagnostic assays. The aim of the study was to evaluate the improvement of the diagnostic accuracy by combination of SCCA-IgM and AFP-IgM compared with the diagnostic accuracy of free AFP in sera of patients with HCC and cirrhosis. Patients and methods Serum samples from 81 patients with HCC (mean age ± SD: 63 ± 8 years; male patients 73%; HCV infected 52%; without any therapeutic treatment 50%) and 82 patients with cirrhosis (mean age ± SD: 53 ± 9 years; male patients 66%; HCV infected 68%) were collected. The logistic regression parameters were calculated on a previously published data set of 50 patients with HCC and 50 patients with cirrhosis, where the distribution of serum levels of SCCA-IgM and AFP-IgM in HCC patients was significantly different from that in patients with cirrhosis (Mann-Whitney U test, p<0.01). Serum levels of SCCA-IgM and AFP-IgM were assessed in parallel using the Hepa-IC and Hepa AFP-IC kits and AFP was determined by an automatic analyzer (ADVIA Centaur®, Siemens Diagnostics, Italy). Results The patients were stratified according to sex (male), HCV infection (positive) and therapeutic treatment (negative) to apply a linear logistic regression model using regression parameters calculated from a data set of a reference population. A subgroup of 30 patients with HCC and 41 patients with cirrhosis was analyzed. The diagnostic accuracy measured as the area under the ROC curve (AUC) for the SCCA-IgM and AFP-IgM assays was roughly the same, with a weak supremacy of AFP-IgM (AUC = 0.62), and was comparable with that of free AFP (AUC = 0.64). The gain in diagnostic accuracy achieved with the combination of SCCA-IgM and AFP-IgM levels by linear logistic regression was 14% (AUC = 0.71) compared with the diagnostic accuracy of AFP-IgM and 11% compared with that of free AFP. With the estimation of the partial AUC (pAUC0.3), an alternative measurement of AUC that takes into consideration only specificity rates with clinical relevance (specificity >70%), the highest improvement in accuracy for HCC detection was obtained, with an increase of up to 62% compared to pAUC0.3 of AFP-IgM and up to 23% compared to pAUC0.3 of free AFP. Conclusion The results demonstrate that the combination by linear logistic regression of biomarkers-IgM immune complexes improves the diagnostic accuracy for HCC detection using regression parameters calculated in a reference population with defined clinical characteristics. These results support the usefulness of devices based on a panel of non-overlapping biomarkers-IgM complexes, such as multi-marker biochips, increasing the sensitivity and maintaining a high specificity for HCC diagnosis compared with conventional single-marker assays.
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Affiliation(s)
| | | | | | | | - Antonette E. Leon
- ABO Association, Regional Center for the Study of Biological Markers of Malignancy, AULSS 12, Venice
| | - Massimo Gion
- ABO Association, Regional Center for the Study of Biological Markers of Malignancy, Department of Clinical pathology, AULSS 12, Venice
| | - Alessandra Biasiolo
- Department of Clinical and Experimental Medicine, University of Padua, Padua
| | | | - Angelo Gatta
- Department of Clinical and Experimental Medicine, University of Padua, Padua
| | - Patrizia Pontisso
- Department of Clinical and Experimental Medicine, University of Padua, Padua
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25
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Crepin R, Veggiani G, Djender S, Beugnet A, Planeix F, Pichon C, Moutel S, Amigorena S, Perez F, Ghinea N, de Marco A. Whole-cell biopanning with a synthetic phage display library of nanobodies enabled the recovery of follicle-stimulating hormone receptor inhibitors. Biochem Biophys Res Commun 2017; 493:1567-1572. [PMID: 29017919 DOI: 10.1016/j.bbrc.2017.10.036] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Accepted: 10/06/2017] [Indexed: 10/18/2022]
Abstract
Antibodies are essential reagents that are increasingly used in diagnostics and therapy. Their specificity and capacity to recognize their native antigen are critical characteristics for their in vivo application. Follicle-stimulating hormone receptor is a GPCR protein regulating ovarian follicular maturation and spermatogenesis. Recently, its potentiality as a cancer biomarker has been demonstrated but no antibody suitable for in vivo tumor targeting and treatment has been characterized so far. In this paper we describe the first successful attempt to recover recombinant antibodies against the FSHR and that: i) are directly panned from a pre-immune library using whole cells expressing the target receptor at their surface; ii) show inhibitory activity towards the FSH-induced cAMP accumulation; iii) do not share the same epitope with the natural binder FSH; iv) can be produced inexpensively as mono- or bivalent functional molecules in the bacterial cytoplasm. We expect that the proposed biopanning strategy will be profitable to identify useful functional antibodies for further members of the GPCR class.
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Affiliation(s)
- Ronan Crepin
- Tumor Target and Therapeutic Antibody - Identification Platform (TAb-IP), PSL Research University, Institut Curie, 26, Rue D'Ulm, Paris, France; CIC IGR Curie 1428, France
| | - Gianluca Veggiani
- Tumor Target and Therapeutic Antibody - Identification Platform (TAb-IP), PSL Research University, Institut Curie, 26, Rue D'Ulm, Paris, France
| | - Selma Djender
- Tumor Target and Therapeutic Antibody - Identification Platform (TAb-IP), PSL Research University, Institut Curie, 26, Rue D'Ulm, Paris, France; CIC IGR Curie 1428, France
| | - Anne Beugnet
- Tumor Target and Therapeutic Antibody - Identification Platform (TAb-IP), PSL Research University, Institut Curie, 26, Rue D'Ulm, Paris, France; CIC IGR Curie 1428, France
| | - François Planeix
- Translational Research Department, PSL Research University, Institut Curie, 26 Rue D'Ulm, F75248 Paris Cedex 05, France
| | - Christophe Pichon
- Translational Research Department, PSL Research University, Institut Curie, 26 Rue D'Ulm, F75248 Paris Cedex 05, France
| | - Sandrine Moutel
- Tumor Target and Therapeutic Antibody - Identification Platform (TAb-IP), PSL Research University, Institut Curie, 26, Rue D'Ulm, Paris, France; Translational Research Department, PSL Research University, Institut Curie, 26 Rue D'Ulm, F75248 Paris Cedex 05, France
| | - Sebastian Amigorena
- INSERM U932, PSL Research University, Institut Curie, 26 Rue D'Ulm, F75248 Paris, France; SIRIC INCa-DGOS-4654, France; CIC IGR Curie 1428, France
| | - Franck Perez
- UMR144, PSL Research University, Institut Curie, 12 Lhomond, 75005, Paris, France
| | - Nicolae Ghinea
- Translational Research Department, PSL Research University, Institut Curie, 26 Rue D'Ulm, F75248 Paris Cedex 05, France
| | - Ario de Marco
- Tumor Target and Therapeutic Antibody - Identification Platform (TAb-IP), PSL Research University, Institut Curie, 26, Rue D'Ulm, Paris, France; SIRIC INCa-DGOS-4654, France; CIC IGR Curie 1428, France; Dept. of Biomedical Sciences and Engineering, University of Nova Gorica (UNG), Glavni Trg 9, SI-5261, Vipava, Slovenia.
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26
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Manczyk N, Yates BP, Veggiani G, Ernst A, Sicheri F, Sidhu SS. Structural and functional characterization of a ubiquitin variant engineered for tight and specific binding to an alpha-helical ubiquitin interacting motif. Protein Sci 2017; 26:1060-1069. [PMID: 28276594 DOI: 10.1002/pro.3155] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Accepted: 03/06/2017] [Indexed: 12/20/2022]
Abstract
Ubiquitin interacting motifs (UIMs) are short α-helices found in a number of eukaryotic proteins. UIMs interact weakly but specifically with ubiquitin conjugated to other proteins, and in so doing, mediate specific cellular signals. Here we used phage display to generate ubiquitin variants (UbVs) targeting the N-terminal UIM of the yeast Vps27 protein. Selections yielded UbV.v27.1, which recognized the cognate UIM with high specificity relative to other yeast UIMs and bound with an affinity more than two orders of magnitude higher than that of ubiquitin. Structural and mutational studies of the UbV.v27.1-UIM complex revealed the molecular details for the enhanced affinity and specificity of UbV.v27.1, and underscored the importance of changes at the binding interface as well as at positions that do not contact the UIM. Our study highlights the power of the phage display approach for selecting UbVs with unprecedented affinity and high selectivity for particular α-helical UIM domains within proteomes, and it establishes a general approach for the development of inhibitors targeting interactions of this type.
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Affiliation(s)
- Noah Manczyk
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, M5G 1X5, Canada.,Department of Biochemistry, University of Toronto, Toronto, Ontario, M5S 1A8, Canada
| | - Bradley P Yates
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, M5S 1A8, Canada.,Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, Toronto, Ontario, M5S 3E1, Canada
| | - Gianluca Veggiani
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, M5S 1A8, Canada.,Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, Toronto, Ontario, M5S 3E1, Canada
| | - Andreas Ernst
- Institute of Biochemistry II, Faculty of Medicine, Goethe University, Frankfurt am Main, 60590, Germany
| | - Frank Sicheri
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, M5G 1X5, Canada.,Department of Molecular Genetics, University of Toronto, Toronto, Ontario, M5S 1A8, Canada.,Department of Biochemistry, University of Toronto, Toronto, Ontario, M5S 1A8, Canada
| | - Sachdev S Sidhu
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, M5S 1A8, Canada.,Donnelly Centre for Cellular and Biomolecular Research, Banting and Best Department of Medical Research, University of Toronto, Toronto, Ontario, M5S 3E1, Canada
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27
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Veggiani G, Zakeri B, Howarth M. Superglue from bacteria: unbreakable bridges for protein nanotechnology. Trends Biotechnol 2014; 32:506-12. [PMID: 25168413 DOI: 10.1016/j.tibtech.2014.08.001] [Citation(s) in RCA: 92] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2014] [Revised: 07/13/2014] [Accepted: 08/04/2014] [Indexed: 11/28/2022]
Abstract
Biotechnology is often limited by weak interactions. We suggest that an ideal interaction between proteins would be covalent, specific, require addition of only a peptide tag to the protein of interest, and form under a wide range of conditions. Here we summarize peptide tags that are able to form spontaneous amide bonds, based on harnessing reactions of adhesion proteins from the bacterium Streptococcus pyogenes. These include the irreversible peptide-protein interaction of SpyTag with SpyCatcher, as well as irreversible peptide-peptide interactions via SpyLigase. We describe existing applications, including polymerization to enhance cancer cell capture, assembly of living biomaterial, access to diverse protein shapes, and improved enzyme resilience. We also indicate future opportunities for resisting biological force and extending the scope of protein nanotechnology.
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Affiliation(s)
- Gianluca Veggiani
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Bijan Zakeri
- MIT Synthetic Biology Center, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA
| | - Mark Howarth
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK.
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28
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Fairhead M, Veggiani G, Lever M, Yan J, Mesner D, Robinson CV, Dushek O, van der Merwe PA, Howarth M. SpyAvidin hubs enable precise and ultrastable orthogonal nanoassembly. J Am Chem Soc 2014; 136:12355-63. [PMID: 25111182 PMCID: PMC4183622 DOI: 10.1021/ja505584f] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The capture of biotin by streptavidin is an inspiration for supramolecular chemistry and a central tool for biological chemistry and nanotechnology, because of the rapid and exceptionally stable interaction. However, there is no robust orthogonal interaction to this hub, limiting the size and complexity of molecular assemblies that can be created. Here we combined traptavidin (a streptavidin variant maximizing biotin binding strength) with an orthogonal irreversible interaction. SpyTag is a peptide engineered to form a spontaneous isopeptide bond to its protein partner SpyCatcher. SpyTag or SpyCatcher was successfully fused to the C-terminus of Dead streptavidin subunits. We were able to generate chimeric tetramers with n (0 ≤ n ≤ 4) biotin binding sites and 4-n SpyTag or SpyCatcher binding sites. Chimeric SpyAvidin tetramers bound precise numbers of ligands fused to biotin or SpyTag/SpyCatcher. Mixing chimeric tetramers enabled assembly of SpyAvidin octamers (8 subunits) or eicosamers (20 subunits). We validated assemblies using electrophoresis and native mass spectrometry. Eicosameric SpyAvidin was used to cluster trimeric major histocompatibility complex (MHC) class I:β2-microglobulin:peptide complexes, generating an assembly with up to 56 components. MHC eicosamers surpassed the conventional MHC tetramers in acting as a powerful stimulus to T cell signaling. Combining ultrastable noncovalent with irreversible covalent interaction, SpyAvidins enable a simple route to create robust nanoarchitectures.
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Affiliation(s)
- Michael Fairhead
- Department of Biochemistry, University of Oxford , South Parks Road, Oxford, OX1 3QU, U.K
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29
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Jain J, Veggiani G, Howarth M. Cholesterol loading and ultrastable protein interactions determine the level of tumor marker required for optimal isolation of cancer cells. Cancer Res 2013; 73:2310-21. [PMID: 23378340 DOI: 10.1158/0008-5472.can-12-2956] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Cell isolation via antibody-targeted magnetic beads is a powerful tool for research and clinical applications, most recently for isolating circulating tumor cells (CTC). Nonetheless fundamental features of the cell-bead interface are still unknown. Here we apply a clinically relevant antibody against the cancer target HER2 (ErbB2) for magnetic cell isolation. We investigate how many target proteins per cell are sufficient for a cell to be isolated. To understand the importance of primary antibody affinity, we compared a series of point mutants with known affinities and show that even starting with subnanomolar affinity, improving antibody affinity improved cell isolation. To test the importance of the connection between the primary antibody and the magnetic bead, we compared bridging the antibody to the beads with Protein L, secondary antibody, or streptavidin: the high-stability streptavidin-biotin linkage improved sensitivity by an order of magnitude. Cytoskeletal polymerization did not have a major effect on cell isolation, but isolation was inhibited by cholesterol depletion and enhanced by cholesterol loading of cells. Analyzing a panel of human cancer cell lines spanning a wide range of expression showed that the standard approach could only isolate the highest expressing cells. However, our optimization of cholesterol level, primary antibody affinity, and antibody-bead linkage allowed efficient and specific isolation of cells expressing low levels of HER2 or epithelial cell adhesion molecule. These insights should guide future approaches to cell isolation, either magnetically or using other means, and extend the range of cellular antigens and biomarkers that can be targeted for CTC isolation in cancer research and diagnosis.
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Affiliation(s)
- Jayati Jain
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, United Kingdom
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30
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Veggiani G, de Marco A. Improved quantitative and qualitative production of single-domain intrabodies mediated by the co-expression of Erv1p sulfhydryl oxidase. Protein Expr Purif 2011; 79:111-4. [DOI: 10.1016/j.pep.2011.03.005] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2011] [Accepted: 03/10/2011] [Indexed: 11/29/2022]
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31
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Veggiani G, Ossolengo G, Aliprandi M, Cavallaro U, de Marco A. Single-domain antibodies that compete with the natural ligand fibroblast growth factor block the internalization of the fibroblast growth factor receptor 1. Biochem Biophys Res Commun 2011; 408:692-6. [PMID: 21539817 DOI: 10.1016/j.bbrc.2011.04.090] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2011] [Accepted: 04/19/2011] [Indexed: 01/26/2023]
Abstract
Single-domain antibodies in VHH format specific for fibroblast growth factor receptor 1 (FGFR1) were isolated from a phage-display llama naïve library. In particular, phage elution in the presence of the natural receptor ligand fibroblast growth factor (FGF) allowed for the identification of recombinant antibodies that compete with FGF for the same region on the receptor surface. These antibodies posses a relatively low affinity for FGFR1 and were never identified when unspecific elution conditions favoring highly affine binders were applied to panning procedures. Two populations of competitive antibodies were identified that labeled specifically the receptor-expressing cells in immunofluorescence and recognize distinct epitopes. Antibodies from both populations effectively prevented FGF-dependent internalization and nuclear accumulation of the receptor in cultured cells. This achievement indicates that these antibodies have a capacity to modulate the receptor physiology and, therefore, constitute powerful reagents for basic research and a potential lead for therapeutic applications.
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Abstract
Protein-protein conjugation is usually achieved by solution phase methods requiring concentrated protein solution and post-synthetic purification steps. In this report we describe a novel continuous-flow solid-phase approach enabling the assembly of protein complexes minimizing the amount of material needed and allowing the repeated use of the same solid phase. The method exploits an immunoaffinity matrix as solid support; the matrix reversibly binds the first of the complex components while the other components are sequentially introduced, thus allowing the complex to grow while immobilized. The tethering technique employed relies on the use of the very mild synthetic conditions and fast association rates allowed by the avidin-biotin system. At the end of the assembly, the immobilized complexes can be removed from the solid support and recovered by lowering the pH of the medium. Under the conditions used for the sequential complexation and recovery, the solid phase was not damaged or irreversibly modified and could be reused without loss of binding capacity. The method was specifically designed to prepare protein complexes to be used in immunometric methods of analysis, where the immunoreactivity of each component needs to be preserved. The approach was successfully exploited for the preparation of two different immunoaffinity reagents with immunoreactivity mimicking native squamous cell carcinoma antigen-immunoglobulin M (SCCA-IgM) and alphafetoprotein-immunoglobulin M (AFP-IgM) immune complexes, which were characterized by dedicated sandwich enzyme-linked immunosorbent assay (ELISA) and immunoblot. Besides the specific application described in the paper, the method is sufficiently general to be used for the preparation of a broad range of protein assemblies.
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Affiliation(s)
- Paolo Pengo
- Xeptagen SpA, Via delle Industrie 9, Marghera-Venezia I-30175, Italy.
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33
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Abstract
Circulating immune complexes formed by tumor antigens and immunoglobulin M (IgM) represent a novel class of biomarkers with diagnostic value for early cancer detection. The quantitative analysis of these immune complexes is achieved by enzyme-linked immunosorbent assay (ELISA) methods using a purified calibrator from samples of patients with cancer. These complexes obtained from samples of human origin are not suitable for cost-effective production processes with high safety standards. Given the ill-defined biomarker/IgM ratio in these complexes, semisynthesis with retention of functional properties is difficult to achieve and may vary widely according to the batch-to-batch heterogeneity of starting biological preparations. Here the authors describe the development of a combinatorial method for defining the optimal reaction conditions for the reproducible semisynthesis of biomarker-IgM complexes by exploiting the biotin-avidin technology. The method relies on screening by ELISA the 3D composition space defined by the combinatorial variation of biotinylated-biomarker, biotinylated-IgM, and avidin concentrations aiming to select those conditions leading to biomarker-IgM complexes with the highest immunoreactivity. The method allows the reproducible synthesis of species with immunoreactivity comparable to that of natural immune complexes and endowed with sufficient stability to be used as calibrators in ELISA.
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Affiliation(s)
| | - Jessica Zuin
- Xeptagen SpA, Via delle Industrie 9, I-30175 Marghera, Italy
| | - Luca Beneduce
- Xeptagen SpA, Via delle Industrie 9, I-30175 Marghera, Italy
| | - Andrea Gallotta
- Xeptagen SpA, Via delle Industrie 9, I-30175 Marghera, Italy
| | - Paolo Pengo
- Xeptagen SpA, Via delle Industrie 9, I-30175 Marghera, Italy
| | - Giorgio Fassina
- Xeptagen SpA, Via delle Industrie 9, I-30175 Marghera, Italy
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34
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Zuin J, Veggiani G, Pengo P, Gallotta A, Biasiolo A, Tono N, Gatta A, Pontisso P, Toth R, Cerin D, Frecer V, Meo S, Gion M, Fassina G, Beneduce L. Experimental validation of specificity of the squamous cell carcinoma antigen-immunoglobulin M (SCCA-IgM) assay in patients with cirrhosis. Clin Chem Lab Med 2010; 48:217-23. [PMID: 20001440 DOI: 10.1515/cclm.2010.044] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Squamous cell carcinoma antigen-immunoglobulin M (SCCA-IgM) is a useful biomarker for the risk of development of hepatocellular carcinoma (HCC) in patients with cirrhosis due to its progressive increase associated to HCC evolution. In patients with cirrhosis, other assays have been affected by interfering reactivities of IgM. In this study, the analytical specificity of the SCCA-IgM assay was assessed by evaluating SCCA-IgM measurement dependence on different capture phases, and by measuring the recovery of SCCA-IgM reactivity following serum fractionation. METHODS Serum samples from 82 patients with cirrhosis were analyzed. SCCA-IgM was measured using the reference test (Hepa-IC, Xeptagen, Italy) that is based on rabbit oligoclonal anti-squamous cell carcinoma antigen (SCCA) and a dedicated ELISA with a mouse monoclonal anti-SCCA as the capture antibody. RESULTS SCCA-IgM concentrations measured with the reference assay (median value=87 AU/mL) were higher than those measured with the mouse monoclonal test (median value=78 AU/mL). However, the differences in the SCCA-IgM distribution were not statistically significant (p>0.05). When SCCA-IgM concentrations measured with both tests were compared, a linear correlation was found (r=0.77, p<0.05). Fractionation of the most reactive sera by gel-filtration chromatography showed that total recovery of SCCA-IgM reactivity was seen only in the fractions corresponding to components with a molecular weight higher than IgM and SCCA (>2000 kDa) with both tests. CONCLUSIONS The equivalence of both SCCA-IgM assays and the absence of reactivity not related to immune complexes support the analytical specificity of SCCA-IgM measurements. The results validate the assessment of SCCA-IgM for prognostic purposes in patients with cirrhosis.
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Bucca E, Beneduce L, Leon AE, Fabricio AS, Michilin S, Meo S, Vitale MP, Steffan A, Durante C, Belluco C, Rizzo A, Berlanda G, Perasole A, Zampieri F, Zuin J, Veggiani G, Fassina G, Gion M. The Usefulness of the Combination of Free CA 15.3 and CA 15.3-IGM Complexes for Breast Cancer Diagnosis. Int J Biol Markers 2009. [DOI: 10.1177/172460080902400319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background Several studies have shown that the main circulating biomarkers of liver and colorectal cancer can be detected in the bloodstream and are also associated with immunoglobulin M to form stable complexes. These immune complexes show increased capacity of discrimination between cancer patients and healthy controls if combined with the free biomarker form. Within the context of the Project FIRB 2003 - Nanosized Cancer Polymarker Biochip - we wanted to investigate if IgM complexes have importance also in breast cancer. We focused our study on the immune complexes between IgM and CA 15.3 because free CA 15.3 is the most commonly used breast cancer biomarker in clinical practice. However, this biomarker alone lacks satisfactory sensitivity especially in early cancer detection. Aim The aim of our study was to assess the occurrence of immune complexes between CA 15.3 and IgM in sera from patients with primary breast cancer and in sera from healthy controls to evaluate its putative diagnostic value compared with the diagnostic value of free CA 15.3. Methods A total of 130 serum samples were obtained from 56 healthy women (mean age±SD, 45±8.23 years) and 74 women with stage l and II breast cancer (mean age±SD, 59±13.6 years) before any treatment, either surgical or chemo-therapeutic. Serum samples were collected, aliquoted and stored at-80°C in the centralized biobank of the project according to very stringent standard operating procedures (SOPs) distributed by the coordinating unit. To evaluate the presence of CA 15.3-lgM immune complexes, we developed and validated a novel enzyme-linked immunosorbent assay (ELISA) with a polyclonal rabbit anti-human CA 15.3 antibody (Abcam) as the catcher antibody. CA 15.3-lgM was detected with peroxidase-conjugated anti-human IgM and 2,2′-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS) and hydrogen peroxide as substrate (Sigma Aldrich, Italy). The levels of CA 15.3-lgM were expressed in arbitrary units per mL (AU/mL) by interpolation on a calibration curve obtained by serial dilution of a reference calibrator purified by gel filtration chromatography from a pool of serum samples with high levels of CA 15.3-lgM. Serum levels of free CA 15.3 were assessed in parallel on each sample using an automated immunoassay system (ADVIA Centaur-Siemens Diagnostics) and expressed in U/mL. Results To discriminate between cancer patients and healthy controls, we used as cutoff values 31.5 U/mL for free CA 15.3 (corresponding to the cutoff used in the clinical routine) and 794 AU/mL for CA 15.3-lgM (representing the 95th percentile of the distribution of serum levels of CA 15.3-lgM in healthy controls). By using these cutoff values, we obtained a sensitivity of 1 0% (7/74 cases) and a specificity of 95% (53/56 controls) for CA 15.3-lgM. The sensitivity and specificity of free CA15.3 were 7% (5/74 cases) and 1 00% (56/56 controls), respectively. Interestingly, the serum levels of the two biomarkers did not overlap, so their combination at 95% specificity identified 12/74 cases (16.2%). When we took a cutoff of 22 U/ mL for free CA15.3 (the 95th percentile of its distribution in healthy controls), we calculated a sensitivity of 26% (1 9/74 cases) and a specificity of 95% (53/56 controls); its combination with CA 15.3-lgM had a sensitivity of 34% (25/74 cases) and a specificity of 90% (50/56 controls). Conclusions These results demonstrate for the first time the presence of CA 15.3-lgM in the bloodstream of patients with breast cancer. In addition, our data suggest that CA 15.3-lgM is a complementary serological marker to free CA 15.3 and the combination of these biomarkers could improve the diagnosis of breast cancer.
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Affiliation(s)
- Elisa Bucca
- ABO Association, Regional Center for the Study of Biological Markers of Malignancy, AULSS 12, Venice
| | | | - Antonette E. Leon
- ABO Association, Regional Center for the Study of Biological Markers of Malignancy, AULSS 12, Venice
| | - Aline S.C. Fabricio
- ABO Association, Regional Center for the Study of Biological Markers of Malignancy, AULSS 12, Venice
| | - Silvia Michilin
- ABO Association, Regional Center for the Study of Biological Markers of Malignancy, AULSS 12, Venice
| | - Sabrina Meo
- ABO Association, Regional Center for the Study of Biological Markers of Malignancy, AULSS 12, Venice
| | - Maria Pia Vitale
- ABO Association, Regional Center for the Study of Biological Markers of Malignancy, AULSS 12, Venice
| | - Agostino Steffan
- Department of Laboratory Medicine, CRO IRCCS, national Cancer Institute, Aviano
| | - Cristina Durante
- Department of Laboratory Medicine, CRO IRCCS, national Cancer Institute, Aviano
| | - Claudio Belluco
- Department of Surgery, CRO IRCCS, national Cancer Institute, Aviano
| | - Antonio Rizzo
- Department of Anatomic Pathology, Castelfranco Veneto City Hospital, AULSS 8, Castelfranco Veneto
| | - Giuseppe Berlanda
- Department of Surgery, Castelfranco Veneto City Hospital, AULSS 8, Castelfranco Veneto
| | - Antonio Perasole
- Department of Anatomic Pathology, Castelfranco Veneto City Hospital, AULSS 8, Castelfranco Veneto
| | | | | | | | | | - Massimo Gion
- ABO Association, Regional Center for the Study of Biological Markers of Malignancy, Department of Clinical pathology, AULSS 12, Venice - Italy
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Zuin J, Veggiani G, Pengo P, Gallotta A, Biasiolo A, Tono N, Gatta A, Pontisso P, Toth R, Cerin D, Frecer V, Meo S, Gion M, Fassina G, Beneduce L. Evaluation of the Analytical Specificity of SCCA-IGM Assay for Monitoring Patients with Cirrhosis. Int J Biol Markers 2009. [DOI: 10.1177/172460080902400335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background and aim An increasing number of clinical data suggests the importance of the assessment of serum levels of the squamous cell carcinoma antigen (SCCA)-lgM immune complex for the diagnosis of hepatocellular carcinoma (HCC). In addition, monitoring of SCCA-IgM immune complexes has been described as a useful prognostic approach in patients with cirrhosis since the progressive increase of SCCA-IgM over time is associated with a higher risk of HCC development. Because other assays in patients with cirrhosis have been affected by interfering IgMs, the aim of the present study was to assess the specificity of SCCA-IgM reactivity in cirrhotic patients by evaluating SCCA-IgM detection dependence on different capturing phases and by measuring the recovery of SCCA-IgM reactivity after serum fractionation. Patients and methods Serum samples from 82 patients with cirrhosis (M/F ratio 3/1; mean age ± SD: 56 ± 9 years) were collected at the Liver Unit of the Department of Clinical and Experimental Medicine, University of Padua, according to the approved institutional procedures. Serum levels of SCCA-IgM were measured using two different ELISA tests: the reference assay based on a rabbit oligoclonal anti-human SCCA antibody (Hepa IC, Xeptagen, Italy) and a dedicated ELISA with a mouse monoclonal anti-SCCA as capture antibody. Results Serum levels of SCCA-IgM measured with the reference assay (median value 87 AU/mL) were higher than levels measured with the mouse monoclonal test (median value 78 AU/mL), but the differences were not statistically significant (Mann-Whitney U test, p>0.05). When SCCA-IgM levels measured with both tests were compared, a linear correlation was found (r = 0.77, p < 0.001). An in silico analysis using available structural data of SCCA showed the presence of up to three putative antigenic sites localized on the SCCA surface, thus providing evidence that the test with the mouse monoclonal anti-SCCA antibody could underestimate the total circulating immune complexes due to the steric hindrance of the enormous mass of IgM (900 kDa) that could mask on the SCCA (45 kDa) surface the binding site recognized by the monoclonal antibody. To show that the SCCA-IgM assay was not affected by interfering IgMs, we measured the recovery of SCCA-IgM reactivity after serum fractionation of ten of the most reactive samples in both assays. Total recovery of SCCA-IgM reactivity was obtained with both assays in the fractions corresponding to components with higher molecular weight than IgM and SCCA (>2000 kDa). Conclusions The results of this study indicate that the reactivity measured in cirrhotic patients is related only to SCCA-IgM immune complexes and is not affected by other serum components, supporting the analytical specificity of the SCCA-IgM assay and validating the importance of SCCA-IgM as a risk biomarker for HCC development.
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Affiliation(s)
| | | | | | | | - Alessandra Biasiolo
- Department of Clinical and Experimental Medicine, University of Padua, Padua
| | | | - Angelo Gatta
- Department of Clinical and Experimental Medicine, University of Padua, Padua
| | - Patrizia Pontisso
- Department of Clinical and Experimental Medicine, University of Padua, Padua
| | - Radovan Toth
- Laboratory of Molecular, Biostructural and Nanomaterial Modeling, Consorzio per l'AREA di Ricerca Scientifica e Tecnologica di Trieste, AREA Science park, Trieste
| | - Dean Cerin
- Laboratory of Molecular, Biostructural and Nanomaterial Modeling, Consorzio per l'AREA di Ricerca Scientifica e Tecnologica di Trieste, AREA Science park, Trieste
| | - Vladimir Frecer
- Laboratory of Molecular, Biostructural and Nanomaterial Modeling, Consorzio per l'AREA di Ricerca Scientifica e Tecnologica di Trieste, AREA Science park, Trieste
| | - Sabrina Meo
- ABO Association, Regional Center for the Study of Biological Markers of Malignancy, AULSS12, Venice
| | - Massimo Gion
- ABO Association, Regional Center for the Study of Biological Markers of Malignancy, Department of Clinical Pathology, AULSS 12, Venice - Italy
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