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Ou BS, Baillet J, Filsinger Interrante MV, Adamska JZ, Zhou X, Saouaf O, Yan J, Klich J, Jons CK, Meany E, Valdez AS, Carter L, Pulendran B, King NP, Appel E. Saponin Nanoparticle Adjuvants Incorporating Toll-Like Receptor Agonists Improve Vaccine Immunomodulation. bioRxiv 2023:2023.07.16.549249. [PMID: 37577608 PMCID: PMC10418080 DOI: 10.1101/2023.07.16.549249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Over the past few decades, the development of potent and safe immune-activating adjuvant technologies has become the heart of intensive research in the constant fight against highly mutative and immune evasive viruses such as influenza, SARS-CoV-2, and HIV. Herein, we developed a highly modular saponin-based nanoparticle platform incorporating toll-like receptor agonists (TLRas) including TLR1/2a, TLR4a, TLR7/8a adjuvants and their mixtures. These various TLRa-SNP adjuvant constructs induce unique acute cytokine and immune-signaling profiles, leading to specific Th-responses that could be of interest depending on the target disease for prevention. In a murine vaccine study, the adjuvants greatly improved the potency, durability, breadth, and neutralization of both COVID-19 and HIV vaccine candidates, suggesting the potential broad application of these adjuvant constructs to a range of different antigens. Overall, this work demonstrates a modular TLRa-SNP adjuvant platform which could improve the design of vaccines for and dramatically impact modern vaccine development.
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2
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Ellis D, Dosey A, Boyoglu-Barnum S, Park YJ, Gillespie R, Syeda H, Hutchinson GB, Tsybovsky Y, Murphy M, Pettie D, Matheson N, Chan S, Ueda G, Fallas JA, Carter L, Graham BS, Veesler D, Kanekiyo M, King NP. Antigen spacing on protein nanoparticles influences antibody responses to vaccination. Cell Rep 2023; 42:113552. [PMID: 38096058 PMCID: PMC10801709 DOI: 10.1016/j.celrep.2023.113552] [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: 06/20/2023] [Revised: 09/28/2023] [Accepted: 11/20/2023] [Indexed: 12/26/2023] Open
Abstract
Immunogen design approaches aim to control the specificity and quality of antibody responses elicited by next-generation vaccines. Here, we use computational protein design to generate a nanoparticle vaccine platform based on the receptor-binding domain (RBD) of influenza hemagglutinin (HA) that enables precise control of antigen conformation and spacing. HA RBDs are presented as either monomers or native-like closed trimers that are connected to the underlying nanoparticle by a rigid linker that is modularly extended to precisely control antigen spacing. Nanoparticle immunogens with decreased spacing between trimeric RBDs elicit antibodies with improved hemagglutination inhibition and neutralization potency as well as binding breadth across diverse H1 HAs. Our "trihead" nanoparticle immunogen platform provides insights into anti-HA immunity, establishes antigen spacing as an important parameter in structure-based vaccine design, and embodies several design features that could be used in next-generation vaccines against influenza and other viruses.
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Affiliation(s)
- Daniel Ellis
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA; Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Graduate Program in Molecular and Cellular Biology, University of Washington, Seattle, WA 98195, USA
| | - Annie Dosey
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA; Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Seyhan Boyoglu-Barnum
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Young-Jun Park
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Howard Hughes Medical Institute, Seattle, WA 98195, USA
| | - Rebecca Gillespie
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Hubza Syeda
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Geoffrey B Hutchinson
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Yaroslav Tsybovsky
- Vaccine Research Center Electron Microscopy Unit, Frederick National Laboratory for Cancer Research, Frederick, MD 21701, USA
| | - Michael Murphy
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA; Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Deleah Pettie
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA; Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Nick Matheson
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA; Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Sidney Chan
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA; Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - George Ueda
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA; Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Jorge A Fallas
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA; Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Lauren Carter
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA; Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Barney S Graham
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Howard Hughes Medical Institute, Seattle, WA 98195, USA
| | - Masaru Kanekiyo
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Neil P King
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA; Department of Biochemistry, University of Washington, Seattle, WA 98195, USA.
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3
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Bethel NP, Borst AJ, Parmeggiani F, Bick MJ, Brunette TJ, Nguyen H, Kang A, Bera AK, Carter L, Miranda MC, Kibler RD, Lamb M, Li X, Sankaran B, Baker D. Precisely patterned nanofibres made from extendable protein multiplexes. Nat Chem 2023; 15:1664-1671. [PMID: 37667012 PMCID: PMC10695826 DOI: 10.1038/s41557-023-01314-x] [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: 02/23/2023] [Accepted: 08/04/2023] [Indexed: 09/06/2023]
Abstract
Molecular systems with coincident cyclic and superhelical symmetry axes have considerable advantages for materials design as they can be readily lengthened or shortened by changing the length of the constituent monomers. Among proteins, alpha-helical coiled coils have such symmetric, extendable architectures, but are limited by the relatively fixed geometry and flexibility of the helical protomers. Here we describe a systematic approach to generating modular and rigid repeat protein oligomers with coincident C2 to C8 and superhelical symmetry axes that can be readily extended by repeat propagation. From these building blocks, we demonstrate that a wide range of unbounded fibres can be systematically designed by introducing hydrophilic surface patches that force staggering of the monomers; the geometry of such fibres can be precisely tuned by varying the number of repeat units in the monomer and the placement of the hydrophilic patches.
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Affiliation(s)
- Neville P Bethel
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA
| | - Andrew J Borst
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Fabio Parmeggiani
- School of Chemistry, University of Bristol, Bristol, UK
- School of Biochemistry, University of Bristol, Bristol, UK
- Bristol Biodesign Institute, University of Bristol, Bristol, UK
| | - Matthew J Bick
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - T J Brunette
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Hannah Nguyen
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Alex Kang
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Asim K Bera
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Marcos C Miranda
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Ryan D Kibler
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Mila Lamb
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Xinting Li
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Banumathi Sankaran
- Berkeley Center for Structural Biology, Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley Laboratory, Berkeley, CA, USA
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA, USA.
- Institute for Protein Design, University of Washington, Seattle, WA, USA.
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA.
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4
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Olshefsky A, Benasutti H, Sylvestre M, Butterfield GL, Rocklin GJ, Richardson C, Hicks DR, Lajoie MJ, Song K, Leaf E, Treichel C, Decarreau J, Ke S, Kher G, Carter L, Chamberlain JS, Baker D, King NP, Pun SH. In vivo selection of synthetic nucleocapsids for tissue targeting. Proc Natl Acad Sci U S A 2023; 120:e2306129120. [PMID: 37939083 PMCID: PMC10655225 DOI: 10.1073/pnas.2306129120] [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: 04/15/2023] [Accepted: 09/21/2023] [Indexed: 11/10/2023] Open
Abstract
Controlling the biodistribution of protein- and nanoparticle-based therapeutic formulations remains challenging. In vivo library selection is an effective method for identifying constructs that exhibit desired distribution behavior; library variants can be selected based on their ability to localize to the tissue or compartment of interest despite complex physiological challenges. Here, we describe further development of an in vivo library selection platform based on self-assembling protein nanoparticles encapsulating their own mRNA genomes (synthetic nucleocapsids or synNCs). We tested two distinct libraries: a low-diversity library composed of synNC surface mutations (45 variants) and a high-diversity library composed of synNCs displaying miniproteins with binder-like properties (6.2 million variants). While we did not identify any variants from the low-diversity surface library that yielded therapeutically relevant changes in biodistribution, the high-diversity miniprotein display library yielded variants that shifted accumulation toward lungs or muscles in just two rounds of in vivo selection. Our approach should contribute to achieving specific tissue homing patterns and identifying targeting ligands for diseases of interest.
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Affiliation(s)
- Audrey Olshefsky
- Department of Bioengineering, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Halli Benasutti
- Department of Biochemistry, University of Washington, Seattle, WA98195
| | - Meilyn Sylvestre
- Department of Bioengineering, University of Washington, Seattle, WA98195
| | - Gabriel L. Butterfield
- Institute for Protein Design, University of Washington, Seattle, WA98195
- Department of Molecular and Cellular Biology, University of Washington, Seattle, WA98195
| | - Gabriel J. Rocklin
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Christian Richardson
- Department of Bioengineering, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Derrick R. Hicks
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Marc J. Lajoie
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Kefan Song
- Department of Bioengineering, University of Washington, Seattle, WA98195
| | - Elizabeth Leaf
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Catherine Treichel
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Justin Decarreau
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Sharon Ke
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Gargi Kher
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Lauren Carter
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Jeffrey S. Chamberlain
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Department of Neurology, University of Washington, Seattle, WA98195
| | - David Baker
- Institute for Protein Design, University of Washington, Seattle, WA98195
- Department of Biochemistry, University of Washington, Seattle, WA98195
| | - Neil P. King
- Institute for Protein Design, University of Washington, Seattle, WA98195
- Department of Biochemistry, University of Washington, Seattle, WA98195
| | - Suzie H. Pun
- Department of Bioengineering, University of Washington, Seattle, WA98195
- Molecular Engineering and Sciences Institute, University of Washington, Seattle, WA98195
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5
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Goldbach N, Benna I, Wicky BIM, Croft JT, Carter L, Bera AK, Nguyen H, Kang A, Sankaran B, Yang EC, Lee KK, Baker D. De novo design of monomeric helical bundles for pH-controlled membrane lysis. Protein Sci 2023; 32:e4769. [PMID: 37632837 PMCID: PMC10578055 DOI: 10.1002/pro.4769] [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: 05/10/2023] [Revised: 07/10/2023] [Accepted: 08/24/2023] [Indexed: 08/28/2023]
Abstract
Targeted intracellular delivery via receptor-mediated endocytosis requires the delivered cargo to escape the endosome to prevent lysosomal degradation. This can in principle be achieved by membrane lysis tightly restricted to endosomal membranes upon internalization to avoid general membrane insertion and lysis. Here, we describe the design of small monomeric proteins with buried histidine containing pH-responsive hydrogen bond networks and membrane permeating amphipathic helices. Of the 30 designs that were experimentally tested, all expressed in Escherichia coli, 13 were monomeric with the expected secondary structure, and 4 designs disrupted artificial liposomes in a pH-dependent manner. Mutational analysis showed that the buried histidine hydrogen bond networks mediate pH-responsiveness and control lysis of model membranes within a very narrow range of pH (6.0-5.5) with almost no lysis occurring at neutral pH. These tightly controlled lytic monomers could help mediate endosomal escape in designed targeted delivery platforms.
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Affiliation(s)
- Nicolas Goldbach
- Institute for Protein DesignUniversity of WashingtonSeattleWashingtonUSA
- Molecular Life SciencesTechnical University of MunichMunichGermany
| | - Issa Benna
- Institute for Protein DesignUniversity of WashingtonSeattleWashingtonUSA
- Department of BioengineeringUniversity of WashingtonSeattleWashingtonUSA
| | - Basile I. M. Wicky
- Institute for Protein DesignUniversity of WashingtonSeattleWashingtonUSA
- Department of BiochemistryUniversity of WashingtonSeattleWashingtonUSA
| | - Jacob T. Croft
- Department of Medicinal ChemistryUniversity of WashingtonSeattleWashingtonUSA
| | - Lauren Carter
- Institute for Protein DesignUniversity of WashingtonSeattleWashingtonUSA
- Department of BiochemistryUniversity of WashingtonSeattleWashingtonUSA
| | - Asim K. Bera
- Institute for Protein DesignUniversity of WashingtonSeattleWashingtonUSA
- Department of BiochemistryUniversity of WashingtonSeattleWashingtonUSA
| | - Hannah Nguyen
- Institute for Protein DesignUniversity of WashingtonSeattleWashingtonUSA
- Department of BiochemistryUniversity of WashingtonSeattleWashingtonUSA
| | - Alex Kang
- Institute for Protein DesignUniversity of WashingtonSeattleWashingtonUSA
- Department of BiochemistryUniversity of WashingtonSeattleWashingtonUSA
| | - Banumathi Sankaran
- Molecular Biophysics and Integrated BioimagingLawrence Berkeley National LaboratoryBerkeleyCaliforniaUSA
| | - Erin C. Yang
- Institute for Protein DesignUniversity of WashingtonSeattleWashingtonUSA
- Department of BiochemistryUniversity of WashingtonSeattleWashingtonUSA
- Biological Physics, Structure and Design Graduate ProgramUniversity of WashingtonSeattleWashingtonUSA
| | - Kelly K. Lee
- Department of Medicinal ChemistryUniversity of WashingtonSeattleWashingtonUSA
- Biological Physics, Structure and Design Graduate ProgramUniversity of WashingtonSeattleWashingtonUSA
- Department of MicrobiologyUniversity of WashingtonSeattleWashingtonUSA
| | - David Baker
- Institute for Protein DesignUniversity of WashingtonSeattleWashingtonUSA
- Department of BiochemistryUniversity of WashingtonSeattleWashingtonUSA
- Howard Hughes Medical InstituteUniversity of WashingtonSeattleWashingtonUSA
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6
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An L, Hicks DR, Zorine D, Dauparas J, Wicky BIM, Milles LF, Courbet A, Bera AK, Nguyen H, Kang A, Carter L, Baker D. Hallucination of closed repeat proteins containing central pockets. Nat Struct Mol Biol 2023; 30:1755-1760. [PMID: 37770718 PMCID: PMC10643118 DOI: 10.1038/s41594-023-01112-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [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: 06/16/2022] [Accepted: 08/28/2023] [Indexed: 09/30/2023]
Abstract
In pseudocyclic proteins, such as TIM barrels, β barrels, and some helical transmembrane channels, a single subunit is repeated in a cyclic pattern, giving rise to a central cavity that can serve as a pocket for ligand binding or enzymatic activity. Inspired by these proteins, we devised a deep-learning-based approach to broadly exploring the space of closed repeat proteins starting from only a specification of the repeat number and length. Biophysical data for 38 structurally diverse pseudocyclic designs produced in Escherichia coli are consistent with the design models, and the three crystal structures we were able to obtain are very close to the designed structures. Docking studies suggest the diversity of folds and central pockets provide effective starting points for designing small-molecule binders and enzymes.
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Affiliation(s)
- Linna An
- Department of Biochemistry, University of Washington, Seattle, WA, USA.
- Institute for Protein Design, University of Washington, Seattle, WA, USA.
| | - Derrick R Hicks
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Dmitri Zorine
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Justas Dauparas
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Basile I M Wicky
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Lukas F Milles
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Alexis Courbet
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA
| | - Asim K Bera
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Hannah Nguyen
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Alex Kang
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA, USA.
- Institute for Protein Design, University of Washington, Seattle, WA, USA.
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA.
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7
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Song JY, Choi WS, Heo JY, Kim EJ, Lee JS, Jung DS, Kim SW, Park KH, Eom JS, Jeong SJ, Lee J, Kwon KT, Choi HJ, Sohn JW, Kim YK, Yoo BW, Jang IJ, Capeding MZ, Roman F, Breuer T, Wysocki P, Carter L, Sahastrabuddhe S, Song M, D'Cor N, Kim H, Ryu JH, Lee SJ, Park YW, Cheong HJ. Immunogenicity and safety of SARS-CoV-2 recombinant protein nanoparticle vaccine GBP510 adjuvanted with AS03: interim results of a randomised, active-controlled, observer-blinded, phase 3 trial. EClinicalMedicine 2023; 64:102140. [PMID: 37711219 PMCID: PMC10498190 DOI: 10.1016/j.eclinm.2023.102140] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 07/21/2023] [Accepted: 07/24/2023] [Indexed: 09/16/2023] Open
Abstract
Background GBP510 vaccine contains self-assembling, recombinant nanoparticles displaying SARS-CoV-2 spike receptor-binding domains. We report interim phase 3 immunogenicity results for GBP510 adjuvanted with AS03 (GBP510/AS03) compared with ChAdOx1-S (Vaxzevria, AstraZeneca) in healthy adults aged ≥18 years, up to 6 months after the second dose. Methods This was a randomised, active-controlled, observer-blinded, parallel group, phase 3 study, conducted at 38 sites across six countries (South Korea, Philippines, Thailand, Vietnam, Ukraine and New Zealand). Cohort 1 (no history of SARS-CoV-2 infection/COVID-19 vaccination) was randomised 2:1 to receive two doses of GBP510/AS03 or ChAdOx1-S (immunogenicity and safety), while Cohort 2 (regardless of baseline serostatus) was randomised 5:1 (safety). Primary objectives were to demonstrate superiority in geometric mean titre (GMT) and non-inferiority in seroconversion rate (SCR; ≥4-fold rise from baseline) of GBP510/AS03 vs. ChAdOx1-S for neutralising antibodies against the ancestral strain by live-virus neutralisation assay. Secondary objectives included assessment of safety and reactogenicity (long-term 6 months cut-off date: 09 August 2022). This study was registered on ClinicalTrials.gov (NCT05007951). Findings Between 30 August 2021 and 11 January 2022, a total of 4913 participants were screened and 4036 participants (1956 in Cohort 1 and 2080 in Cohort 2) who met eligibility criteria were enrolled and randomised to receive 2 doses of GBP510/AS03 (n = 3039) or ChAdOx1-S (n = 997). Most participants were Southeast Asian (81.5%) and aged 18-64 years (94.7%). The primary objectives assessed in per-protocol set included 877 participants in GBP510/AS03 and 441 in ChAdOx1-S group: at 2 weeks after the second vaccination, the GMT ratio (GBP510/AS03/ChAdOx1-S) in per-protocol set was 2.93 (95% CI 2.63-3.27), demonstrating superiority (95% CI lower limit >1) of GBP510/AS03; the between-group SCR difference of 10.8% (95% CI 7.68-14.32) also satisfied the non-inferiority criterion (95% CI lower limit > -5%). Neutralizing antibody titres sustained higher for the GBP510/AS03 group compared to the ChAdOx1-S group through 6 months after the second vaccination. In Safety analysis (Cohort 1 & 2), the proportion of participants with adverse events (AEs) after any vaccination was higher with GBP510/AS03 vs. ChAdOx1-S for solicited local AEs (56.7% vs. 49.2%), but was similar for solicited systemic AEs (51.2% vs. 53.5%) and unsolicited AEs (13.3% vs. 14.6%) up to 28 days after the second vaccination. No safety concerns were identified during follow-up for 6 months after the second vaccination. Interpretation Our interim findings suggested that GBP510/AS03 met the superiority criterion for neutralising antibodies and non-inferiority criterion for SCR compared with ChAdOx1-S, and showed a clinically acceptable safety profile. Funding This work was supported, in whole or in part, by funding from CEPI and the Bill & Melinda Gates Foundation Investments INV-010680 and INV-006462. The Bill & Melinda Gates Foundation supported this project for the generation of IND-enabling data and CEPI supported this clinical study.
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Affiliation(s)
- Joon Young Song
- Division of Infectious Diseases, Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Won Suk Choi
- Division of Infectious Diseases, Department of Internal Medicine, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Republic of Korea
| | - Jung Yeon Heo
- Department of Infectious Diseases, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Eun Jin Kim
- Department of Infectious Diseases, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Jin Soo Lee
- Division of Infectious Diseases, Department of Internal Medicine, Inha University College of Medicine, Incheon, Republic of Korea
| | - Dong Sik Jung
- Division of Infectious Diseases, Department of Internal Medicine, Dong-A University College of Medicine, Busan, Republic of Korea
| | - Shin-Woo Kim
- Division of Infectious Diseases, Department of Internal Medicine, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Kyung-Hwa Park
- Division of Infectious Diseases, Department of Internal Medicine, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Joong Sik Eom
- Division of Infectious Diseases, Department of Internal Medicine, Gil Medical Centre, Gachon University College of Medicine, Incheon, Republic of Korea
| | - Su Jin Jeong
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jacob Lee
- Division of Infectious Diseases, Department of Internal Medicine, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Ki Tae Kwon
- Division of Infectious Diseases, Department of Internal Medicine, Kyungpook National University Chilgok Hospital, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Hee Jung Choi
- Division of Infectious Diseases, Department of Internal Medicine, Ewha Womans University Mokdong Hospital, Seoul, Republic of Korea
| | - Jang Wook Sohn
- Division of Infectious Diseases, Department of Internal Medicine, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Young Keun Kim
- Division of Infectious Diseases, Department of Internal Medicine, Yonsei University Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, Wonju, Republic of Korea
| | - Byung Wook Yoo
- Department of Family Medicine, Soon Chun Hyang University Hospital, Seoul, Republic of Korea
| | - In-Jin Jang
- Department of Clinical Pharmacology and Therapeutics, College of Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Maria Z. Capeding
- Tropical Disease Foundation – San Francisco Multi-purpose Bldg, Laguna, 4000, Philippines
| | | | | | | | - Lauren Carter
- Department of Biochemistry, University of Washington, WA, USA
- Institute for Protein Design, University of Washington, WA, USA
| | | | - Manki Song
- International Vaccine Institute, Seoul, Republic of Korea
| | - Naveena D'Cor
- International Vaccine Institute, Seoul, Republic of Korea
| | - Hun Kim
- Department of R&D, SK Bioscience, Seongnam, Republic of Korea
| | - Ji Hwa Ryu
- Department of R&D, SK Bioscience, Seongnam, Republic of Korea
| | - Su Jeen Lee
- Department of R&D, SK Bioscience, Seongnam, Republic of Korea
| | - Yong Wook Park
- Department of R&D, SK Bioscience, Seongnam, Republic of Korea
| | - Hee Jin Cheong
- Division of Infectious Diseases, Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
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8
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Huang B, Abedi M, Ahn G, Coventry B, Sappington I, Wang R, Schlichthaerle T, Zhang JZ, Wang Y, Goreshnik I, Chiu CW, Chazin-Gray A, Chan S, Gerben S, Murray A, Wang S, O'Neill J, Yeh R, Misquith A, Wolf A, Tomasovic LM, Piraner DI, Gonzalez MJD, Bennett NR, Venkatesh P, Satoe D, Ahlrichs M, Dobbins C, Yang W, Wang X, Vafeados D, Mout R, Shivaei S, Cao L, Carter L, Stewart L, Spangler JB, Bernardes GJL, Roybal KT, Greisen P, Li X, Bertozzi C, Baker D. Designed Endocytosis-Triggering Proteins mediate Targeted Degradation. bioRxiv 2023:2023.08.19.553321. [PMID: 37781607 PMCID: PMC10541094 DOI: 10.1101/2023.08.19.553321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/03/2023]
Abstract
Endocytosis and lysosomal trafficking of cell surface receptors can be triggered by interaction with endogenous ligands. Therapeutic approaches such as LYTAC1,2 and KineTAC3, have taken advantage of this to target specific proteins for degradation by fusing modified native ligands to target binding proteins. While powerful, these approaches can be limited by possible competition with the endogenous ligand(s), the requirement in some cases for chemical modification that limits genetic encodability and can complicate manufacturing, and more generally, there may not be natural ligands which stimulate endocytosis through a given receptor. Here we describe general protein design approaches for designing endocytosis triggering binding proteins (EndoTags) that overcome these challenges. We present EndoTags for the IGF-2R, ASGPR, Sortillin, and Transferrin receptors, and show that fusing these tags to proteins which bind to soluble or transmembrane protein leads to lysosomal trafficking and target degradation; as these receptors have different tissue distributions, the different EndoTags could enable targeting of degradation to different tissues. The modularity and genetic encodability of EndoTags enables AND gate control for higher specificity targeted degradation, and the localized secretion of degraders from engineered cells. The tunability and modularity of our genetically encodable EndoTags should contribute to deciphering the relationship between receptor engagement and cellular trafficking, and they have considerable therapeutic potential as targeted degradation inducers, signaling activators for endocytosis-dependent pathways, and cellular uptake inducers for targeted antibody drug and RNA conjugates.
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Affiliation(s)
- Buwei Huang
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Mohamad Abedi
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Green Ahn
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Brian Coventry
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA
| | - Isaac Sappington
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Rong Wang
- Department of Molecular Genetics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Thomas Schlichthaerle
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Jason Z Zhang
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Yujia Wang
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Inna Goreshnik
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA
| | - Ching Wen Chiu
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Adam Chazin-Gray
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Sidney Chan
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Stacey Gerben
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Analisa Murray
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Shunzhi Wang
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | | | | | | | | | - Luke M Tomasovic
- Departments of Biomedical Engineering and Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, USA
- Medical Scientist Training Program, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Dan I Piraner
- Department of Microbiology and Immunology, University of California San Francisco
| | | | - Nathaniel R Bennett
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Preetham Venkatesh
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Danny Satoe
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Maggie Ahlrichs
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Craig Dobbins
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Wei Yang
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Xinru Wang
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Dionne Vafeados
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Rubul Mout
- Harvard Medical School, Harvard University, Boston, Massachusetts, USA
| | - Shirin Shivaei
- Division of Biology and Bioengineering, California Institute of Technology, Pasadena, CA, USA
| | - Longxing Cao
- School of Life Sciences, Westlake University, Hangzhou, China
| | - Lauren Carter
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Lance Stewart
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Jamie B Spangler
- Departments of Biomedical Engineering and Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Gonçalo J L Bernardes
- Division of Biology and Bioengineering, California Institute of Technology, Pasadena, CA, USA
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Kole T Roybal
- Department of Microbiology and Immunology, University of California San Francisco
| | | | - Xiaochun Li
- Department of Molecular Genetics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Carolyn Bertozzi
- Department of Chemistry, Stanford University, Stanford, CA, USA
- Division of Biology and Bioengineering, California Institute of Technology, Pasadena, CA, USA
- Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA
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9
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Roy A, Shi L, Chang A, Dong X, Fernandez A, Kraft JC, Li J, Le VQ, Winegar RV, Cherf GM, Slocum D, Poulson PD, Casper GE, Vallecillo-Zúniga ML, Valdoz JC, Miranda MC, Bai H, Kipnis Y, Olshefsky A, Priya T, Carter L, Ravichandran R, Chow CM, Johnson MR, Cheng S, Smith M, Overed-Sayer C, Finch DK, Lowe D, Bera AK, Matute-Bello G, Birkland TP, DiMaio F, Raghu G, Cochran JR, Stewart LJ, Campbell MG, Van Ry PM, Springer T, Baker D. De novo design of highly selective miniprotein inhibitors of integrins αvβ6 and αvβ8. Nat Commun 2023; 14:5660. [PMID: 37704610 PMCID: PMC10500007 DOI: 10.1038/s41467-023-41272-z] [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: 05/18/2023] [Accepted: 08/18/2023] [Indexed: 09/15/2023] Open
Abstract
The RGD (Arg-Gly-Asp)-binding integrins αvβ6 and αvβ8 are clinically validated cancer and fibrosis targets of considerable therapeutic importance. Compounds that can discriminate between homologous αvβ6 and αvβ8 and other RGD integrins, stabilize specific conformational states, and have high thermal stability could have considerable therapeutic utility. Existing small molecule and antibody inhibitors do not have all these properties, and hence new approaches are needed. Here we describe a generalized method for computationally designing RGD-containing miniproteins selective for a single RGD integrin heterodimer and conformational state. We design hyperstable, selective αvβ6 and αvβ8 inhibitors that bind with picomolar affinity. CryoEM structures of the designed inhibitor-integrin complexes are very close to the computational design models, and show that the inhibitors stabilize specific conformational states of the αvβ6 and the αvβ8 integrins. In a lung fibrosis mouse model, the αvβ6 inhibitor potently reduced fibrotic burden and improved overall lung mechanics, demonstrating the therapeutic potential of de novo designed integrin binding proteins with high selectivity.
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Affiliation(s)
- Anindya Roy
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Lei Shi
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
- Encodia Inc, 5785 Oberlin Drive, San Diego, CA, 92121, USA
| | - Ashley Chang
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA
| | - Xianchi Dong
- Program in Cellular and Molecular Medicine, Children's Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, MA, USA
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China
- Engineering Research Center of Protein and Peptide Medicine, Ministry of Education, Nanjing, China
| | - Andres Fernandez
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - John C Kraft
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Jing Li
- Program in Cellular and Molecular Medicine, Children's Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, MA, USA
| | - Viet Q Le
- Program in Cellular and Molecular Medicine, Children's Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, MA, USA
| | - Rebecca Viazzo Winegar
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA
| | - Gerald Maxwell Cherf
- Department of Bioengineering, Stanford University, Stanford, CA, 94305, USA
- Denali Therapeutics, South San Francisco, CA, USA
| | - Dean Slocum
- Program in Cellular and Molecular Medicine, Children's Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, MA, USA
| | - P Daniel Poulson
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA
| | - Garrett E Casper
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA
| | | | - Jonard Corpuz Valdoz
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA
| | - Marcos C Miranda
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
- Department of Medicine Solna, Division of Immunology and Allergy, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Hua Bai
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Yakov Kipnis
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, 98195, USA
| | - Audrey Olshefsky
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA
| | - Tanu Priya
- Department of Materials Science and Engineering, University of Washington, Seattle, WA, 98195, USA
- Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
| | - Lauren Carter
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Rashmi Ravichandran
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Cameron M Chow
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Max R Johnson
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Suna Cheng
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - McKaela Smith
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Catherine Overed-Sayer
- Research and Early Development, Respiratory and Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
- Bioscience COPD/IPF, Research and Early Development, Respiratory and Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Donna K Finch
- Research and Early Development, Respiratory and Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
- Alchemab Therapeutics Ltd, Cambridge, UK
| | - David Lowe
- Research and Early Development, Respiratory and Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
- Evox Therapeutics Limited, Oxford Science Park, Medawar Centre, East Building, Robert Robinson Avenue, Oxford, OX4 4HG, England
| | - Asim K Bera
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Gustavo Matute-Bello
- Center for Lung Biology, Division of Pulmonary, Critical Care and Sleep Medicine, University of Washington, Seattle, USA
| | - Timothy P Birkland
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Frank DiMaio
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Ganesh Raghu
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, USA
- Dept of Medicine, University of Washington, Seattle, WA, USA
| | - Jennifer R Cochran
- Department of Bioengineering, Stanford University, Stanford, CA, 94305, USA
| | - Lance J Stewart
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Melody G Campbell
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA.
| | - Pam M Van Ry
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA.
| | - Timothy Springer
- Program in Cellular and Molecular Medicine, Children's Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, MA, USA.
| | - David Baker
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, 98195, USA.
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10
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Jiang H, Jude KM, Wu K, Fallas J, Ueda G, Brunette TJ, Hicks D, Pyles H, Yang A, Carter L, Lamb M, Li X, Levine PM, Stewart L, Garcia KC, Baker D. De novo design of buttressed loops for sculpting protein functions. bioRxiv 2023:2023.08.22.554384. [PMID: 37662224 PMCID: PMC10473674 DOI: 10.1101/2023.08.22.554384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
In natural proteins, structured loops play central roles in molecular recognition, signal transduction and enzyme catalysis. However, because of the intrinsic flexibility and irregularity of loop regions, organizing multiple structured loops at protein functional sites has been very difficult to achieve by de novo protein design. Here we describe a solution to this problem that generates structured loops buttressed by extensive hydrogen bonding interactions with two neighboring loops and with secondary structure elements. We use this approach to design tandem repeat proteins with buttressed loops ranging from 9 to 14 residues in length. Experimental characterization shows the designs are folded and monodisperse, highly soluble, and thermally stable. Crystal structures are in close agreement with the computational design models, with the loops structured and buttressed by their neighbors as designed. We demonstrate the functionality afforded by loop buttressing by designing and characterizing binders for extended peptides in which the loops form one side of an extended binding pocket. The ability to design multiple structured loops should contribute quite generally to efforts to design new protein functions.
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Affiliation(s)
- Hanlun Jiang
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
| | - Kevin M Jude
- Howard Hughes Medical Institute, Stanford University School of Medicine
| | - Kejia Wu
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
- Biological Physics, Structure and Design Graduate Program, University of Washington
| | - Jorge Fallas
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
| | - George Ueda
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
| | - T J Brunette
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
| | - Derrick Hicks
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
| | - Harley Pyles
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
| | - Aerin Yang
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine
| | - Lauren Carter
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
| | - Mila Lamb
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
| | - Xinting Li
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
| | - Paul M Levine
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
| | - Lance Stewart
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
| | - K Christopher Garcia
- Howard Hughes Medical Institute, Stanford University School of Medicine
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine
- Department of Structural Biology, Stanford University School of Medicine
| | - David Baker
- Department of Biochemistry, University of Washington
- Institute for Protein Design, University of Washington
- Howard Hughes Medical Institute, Stanford University School of Medicine
- Howard Hughes Medical Institute, University of Washington
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11
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Bellamy M, Chu B, Serencsits B, Quinn B, Prasad K, Altamirano J, Williamson M, Miodownik D, Abrahams N, Chen F, Bierman D, Wutkowski M, Carter L, Dauer L. Impact of shield location on staff and caregiver dose rates for I-131 radiopharmaceutical therapy patients. J Radiol Prot 2023; 43:033501. [PMID: 37413983 DOI: 10.1088/1361-6498/ace4d4] [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] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Accepted: 07/06/2023] [Indexed: 07/08/2023]
Abstract
The goal of this study is to investigate the effect of the location and width of a single lead shield on the dose rate of staff and caregivers in a hospital room with an I-131 patient. The best orientation of the patient and caregiver relative to the shield was determined based on minimizing staff and caregiver radiation dose rates. Shielded and unshielded dose rates were simulated using a Monte Carlo computer simulation and validated using real-world ionisation chamber measurements. Based on a radiation transport analysis using an adult voxel phantom published by the International Commission on Radiological Protection, placing the shield near the caregiver yielded the lowest dose rates. However, this strategy reduced the dose rate in only a tiny area of the room. Furthermore, positioning the shield near the patient in the caudal direction provided a modest dose rate reduction while shielding a large room area. Finally, increased shield width was associated with decreasing dose rates, but only a four-fold dose-rate reduction was observed for standard width shields. The recommendations of this case study may be considered as potential candidate room configurations where radiation dose rates are minimized, however these findings must be weighed against additional clinical, safety, and comfort considerations.
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Affiliation(s)
- M Bellamy
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - B Chu
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - B Serencsits
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - B Quinn
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - K Prasad
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - J Altamirano
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - M Williamson
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - D Miodownik
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - N Abrahams
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - F Chen
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - D Bierman
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - M Wutkowski
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - L Carter
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
| | - L Dauer
- Memorial Sloan Kettering, 1275 York Avenue, New York, NY 10065, United States of America
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12
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Roy A, Shi L, Chang A, Dong X, Fernandez A, Kraft JC, Li J, Le VQ, Winegar RV, Cherf GM, Slocum D, Daniel Poulson P, Casper GE, Vallecillo-Zúniga ML, Valdoz JC, Miranda MC, Bai H, Kipnis Y, Olshefsky A, Priya T, Carter L, Ravichandran R, Chow CM, Johnson MR, Cheng S, Smith M, Overed-Sayer C, Finch DK, Lowe D, Bera AK, Matute-Bello G, Birkland TP, DiMaio F, Raghu G, Cochran JR, Stewart LJ, Campbell MG, Van Ry PM, Springer T, Baker D. De novo design of highly selective miniprotein inhibitors of integrins αvβ6 and αvβ8. bioRxiv 2023:2023.06.12.544624. [PMID: 37398153 PMCID: PMC10312613 DOI: 10.1101/2023.06.12.544624] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
The RGD (Arg-Gly-Asp)-binding integrins αvβ6 and αvβ8 are clinically validated cancer and fibrosis targets of considerable therapeutic importance. Compounds that can discriminate between the two closely related integrin proteins and other RGD integrins, stabilize specific conformational states, and have sufficient stability enabling tissue restricted administration could have considerable therapeutic utility. Existing small molecules and antibody inhibitors do not have all of these properties, and hence there is a need for new approaches. Here we describe a method for computationally designing hyperstable RGD-containing miniproteins that are highly selective for a single RGD integrin heterodimer and conformational state, and use this strategy to design inhibitors of αvβ6 and αvβ8 with high selectivity. The αvβ6 and αvβ8 inhibitors have picomolar affinities for their targets, and >1000-fold selectivity over other RGD integrins. CryoEM structures are within 0.6-0.7Å root-mean-square deviation (RMSD) to the computational design models; the designed αvβ6 inhibitor and native ligand stabilize the open conformation in contrast to the therapeutic anti-αvβ6 antibody BG00011 that stabilizes the bent-closed conformation and caused on-target toxicity in patients with lung fibrosis, and the αvβ8 inhibitor maintains the constitutively fixed extended-closed αvβ8 conformation. In a mouse model of bleomycin-induced lung fibrosis, the αvβ6 inhibitor potently reduced fibrotic burden and improved overall lung mechanics when delivered via oropharyngeal administration mimicking inhalation, demonstrating the therapeutic potential of de novo designed integrin binding proteins with high selectivity.
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Affiliation(s)
- Anindya Roy
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Lei Shi
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Current Address: Encodia Inc, 5785 Oberlin Drive, San Diego, CA 92121
| | - Ashley Chang
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, USA
| | - Xianchi Dong
- Program in Cellular and Molecular Medicine, Children’s Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, United States
- Current address: State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China; Engineering Research Center of Protein and Peptide Medicine,Ministry of Education
| | - Andres Fernandez
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - John C. Kraft
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Jing Li
- Program in Cellular and Molecular Medicine, Children’s Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, United States
| | - Viet Q. Le
- Program in Cellular and Molecular Medicine, Children’s Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, United States
| | - Rebecca Viazzo Winegar
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, USA
| | - Gerald Maxwell Cherf
- Department of Bioengineering, Stanford University, Stanford CA 94305
- Current Address: Denali Therapeutics, South San Francisco, CA, USA
| | - Dean Slocum
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, USA
| | - P. Daniel Poulson
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, USA
| | - Garrett E. Casper
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, USA
| | | | - Jonard Corpuz Valdoz
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, USA
| | - Marcos C. Miranda
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Current Address: Department of Medicine Solna, Division of Immunology and Allergy, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Hua Bai
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Yakov Kipnis
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | - Audrey Olshefsky
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Department of Bioengineering, University of Washington, Seattle, WA 98195, USA
| | - Tanu Priya
- Department of Materials Science and Engineering, University of Washington, Seattle, WA 98195, USA
- Current Address: Department of Pharmacology, Northwestern University Feinberg School of Medicine; Chicago, IL 60611, USA
| | - Lauren Carter
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Rashmi Ravichandran
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Cameron M. Chow
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Max R. Johnson
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Suna Cheng
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - McKaela Smith
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Catherine Overed-Sayer
- Research and Early Development, Respiratory and Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom
- Current Address: Bioscience COPD/IPF, Research and Early Development, Respiratory and Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Donna K. Finch
- Research and Early Development, Respiratory and Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom
- Current Address: Alchemab Therapeutics Ltd, Cambridge, United Kingdom
| | - David Lowe
- Research and Early Development, Respiratory and Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom
- Current Address: Evox Therapeutics Limited, Oxford Science Park, Medawar Centre, East Building, Robert Robinson Avenue, Oxford, OX4 4HG
| | - Asim K. Bera
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Gustavo Matute-Bello
- Center for Lung Biology, Division of Pulmonary, Critical Care and Sleep Medicine, University of Washington
| | - Timothy P Birkland
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | - Frank DiMaio
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Ganesh Raghu
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | | | - Lance J. Stewart
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Melody G. Campbell
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Pam M. Van Ry
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602, USA
| | - Timothy Springer
- Program in Cellular and Molecular Medicine, Children’s Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, United States
| | - David Baker
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
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13
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Ellis D, Dosey A, Boyoglu-Barnum S, Park YJ, Gillespie R, Syeda H, Tsybovsky Y, Murphy M, Pettie D, Matheson N, Chan S, Ueda G, Fallas JA, Carter L, Graham BS, Veesler D, Kanekiyo M, King NP. Antigen spacing on protein nanoparticles influences antibody responses to vaccination. bioRxiv 2023:2023.05.23.541980. [PMID: 37292995 PMCID: PMC10245855 DOI: 10.1101/2023.05.23.541980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Immunogen design approaches aim to control the specificity and quality of antibody responses to enable the creation of next-generation vaccines with improved potency and breadth. However, our understanding of the relationship between immunogen structure and immunogenicity is limited. Here we use computational protein design to generate a self-assembling nanoparticle vaccine platform based on the head domain of influenza hemagglutinin (HA) that enables precise control of antigen conformation, flexibility, and spacing on the nanoparticle exterior. Domain-based HA head antigens were presented either as monomers or in a native-like closed trimeric conformation that prevents exposure of trimer interface epitopes. These antigens were connected to the underlying nanoparticle by a rigid linker that was modularly extended to precisely control antigen spacing. We found that nanoparticle immunogens with decreased spacing between closed trimeric head antigens elicited antibodies with improved hemagglutination inhibition (HAI) and neutralization potency as well as binding breadth across diverse HAs within a subtype. Our "trihead" nanoparticle immunogen platform thus enables new insights into anti-HA immunity, establishes antigen spacing as an important parameter in structure-based vaccine design, and embodies several design features that could be used to generate next-generation vaccines against influenza and other viruses.
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Affiliation(s)
- Daniel Ellis
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Graduate Program in Molecular and Cellular Biology, University of Washington, Seattle, WA 98195, USA
- These authors contributed equally: Daniel Ellis and Annie Dosey
| | - Annie Dosey
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- These authors contributed equally: Daniel Ellis and Annie Dosey
| | - Seyhan Boyoglu-Barnum
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Young-Jun Park
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Rebecca Gillespie
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Hubza Syeda
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Yaroslav Tsybovsky
- Vaccine Research Center Electron Microscopy Unit, Frederick National Laboratory for Cancer Research, Frederick, MD 21701, USA
| | - Michael Murphy
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Deleah Pettie
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Nick Matheson
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Sidney Chan
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - George Ueda
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Jorge A. Fallas
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Lauren Carter
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Barney S. Graham
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Howard Hughes Medical Institute, Seattle, WA 98195, USA
| | - Masaru Kanekiyo
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Neil P. King
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
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14
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Kibler RD, Lee S, Kennedy MA, Wicky BIM, Lai SM, Kostelic MM, Li X, Chow CM, Carter L, Wysocki VH, Stoddard BL, Baker D. Stepwise design of pseudosymmetric protein hetero-oligomers. bioRxiv 2023:2023.04.07.535760. [PMID: 37066191 PMCID: PMC10104133 DOI: 10.1101/2023.04.07.535760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Pseudosymmetric hetero-oligomers with three or more unique subunits with overall structural (but not sequence) symmetry play key roles in biology, and systematic approaches for generating such proteins de novo would provide new routes to controlling cell signaling and designing complex protein materials. However, the de novo design of protein hetero-oligomers with three or more distinct chains with nearly identical structures is a challenging problem because it requires the accurate design of multiple protein-protein interfaces simultaneously. Here, we describe a divide-and-conquer approach that breaks the multiple-interface design challenge into a set of more tractable symmetric single-interface redesign problems, followed by structural recombination of the validated homo-oligomers into pseudosymmetric hetero-oligomers. Starting from de novo designed circular homo-oligomers composed of 9 or 24 tandemly repeated units, we redesigned the inter-subunit interfaces to generate 15 new homo-oligomers and recombined them to make 17 new hetero-oligomers, including ABC heterotrimers, A2B2 heterotetramers, and A3B3 and A2B2C2 heterohexamers which assemble with high structural specificity. The symmetric homo-oligomers and pseudosymmetric hetero-oligomers generated for each system share a common backbone, and hence are ideal building blocks for generating and functionalizing larger symmetric assemblies.
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Affiliation(s)
- Ryan D. Kibler
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Sangmin Lee
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
| | - Madison A. Kennedy
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, WA 98006, USA
| | - Basile I. M. Wicky
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Stella M. Lai
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus, OH 43210, USA
- Resource for Native Mass Spectrometry Guided Structural Biology, The Ohio State University, Columbus, OH 43210, USA
| | - Marius M. Kostelic
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus, OH 43210, USA
- Resource for Native Mass Spectrometry Guided Structural Biology, The Ohio State University, Columbus, OH 43210, USA
| | - Xinting Li
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Cameron M. Chow
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Vicki H. Wysocki
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus, OH 43210, USA
- Resource for Native Mass Spectrometry Guided Structural Biology, The Ohio State University, Columbus, OH 43210, USA
| | - Barry L. Stoddard
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, WA 98006, USA
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
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15
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Edman NI, Redler RL, Phal A, Schlichthaerle T, Srivatsan SR, Etemadi A, An SJ, Favor A, Ehnes D, Li Z, Praetorius F, Gordon M, Yang W, Coventry B, Hicks DR, Cao L, Bethel N, Heine P, Murray A, Gerben S, Carter L, Miranda M, Negahdari B, Lee S, Trapnell C, Stewart L, Ekiert DC, Schlessinger J, Shendure J, Bhabha G, Ruohola-Baker H, Baker D. Modulation of FGF pathway signaling and vascular differentiation using designed oligomeric assemblies. bioRxiv 2023:2023.03.14.532666. [PMID: 36993355 PMCID: PMC10055045 DOI: 10.1101/2023.03.14.532666] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Abstract
Growth factors and cytokines signal by binding to the extracellular domains of their receptors and drive association and transphosphorylation of the receptor intracellular tyrosine kinase domains, initiating downstream signaling cascades. To enable systematic exploration of how receptor valency and geometry affects signaling outcomes, we designed cyclic homo-oligomers with up to 8 subunits using repeat protein building blocks that can be modularly extended. By incorporating a de novo designed fibroblast growth-factor receptor (FGFR) binding module into these scaffolds, we generated a series of synthetic signaling ligands that exhibit potent valency- and geometry-dependent Ca2+ release and MAPK pathway activation. The high specificity of the designed agonists reveal distinct roles for two FGFR splice variants in driving endothelial and mesenchymal cell fates during early vascular development. The ability to incorporate receptor binding domains and repeat extensions in a modular fashion makes our designed scaffolds broadly useful for probing and manipulating cellular signaling pathways.
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Affiliation(s)
- Natasha I Edman
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Molecular and Cellular Biology Graduate Program, University of Washington, Seattle, WA 98195, USA
- Medical Scientist Training Program, University of Washington, Seattle, WA 98195, USA
| | - Rachel L Redler
- Department of Cell Biology, New York University School of Medicine, New York, NY, USA
| | - Ashish Phal
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA 98109, USA
- Department of Bioengineering, University of Washington, Seattle, WA 98195, USA
| | - Thomas Schlichthaerle
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Sanjay R Srivatsan
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Medical Scientist Training Program, University of Washington, Seattle, WA 98195, USA
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Ali Etemadi
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Medical Biotechnology Department, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences (TUMS), Tehran, Iran
| | - Seong J An
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, USA
| | - Andrew Favor
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Devon Ehnes
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA 98109, USA
| | - Zhe Li
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Florian Praetorius
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Max Gordon
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA 98109, USA
| | - Wei Yang
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Brian Coventry
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Derrick R. Hicks
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Longxing Cao
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Neville Bethel
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
| | - Piper Heine
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Analisa Murray
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Stacey Gerben
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Marcos Miranda
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Babak Negahdari
- Medical Biotechnology Department, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences (TUMS), Tehran, Iran
| | - Sangwon Lee
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, USA
| | - Cole Trapnell
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
- Brotman Baty Institute for Precision Medicine, Seattle, WA, USA
- Allen Discovery Center for Cell Lineage Tracing, Seattle, WA, USA
| | - Lance Stewart
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Damian C. Ekiert
- Department of Cell Biology, New York University School of Medicine, New York, NY, USA
- Department of Microbiology, New York University School of Medicine, New York, United States
| | - Joseph Schlessinger
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, USA
| | - Jay Shendure
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
- Brotman Baty Institute for Precision Medicine, Seattle, WA, USA
- Allen Discovery Center for Cell Lineage Tracing, Seattle, WA, USA
| | - Gira Bhabha
- Department of Cell Biology, New York University School of Medicine, New York, NY, USA
| | - Hannele Ruohola-Baker
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA 98109, USA
- Department of Bioengineering, University of Washington, Seattle, WA 98195, USA
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
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16
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Wang JY(J, Khmelinskaia A, Sheffler W, Miranda MC, Antanasijevic A, Borst AJ, Torres SV, Shu C, Hsia Y, Nattermann U, Ellis D, Walkey C, Ahlrichs M, Chan S, Kang A, Nguyen H, Sydeman C, Sankaran B, Wu M, Bera AK, Carter L, Fiala B, Murphy M, Baker D, Ward AB, King NP. Improving the secretion of designed protein assemblies through negative design of cryptic transmembrane domains. Proc Natl Acad Sci U S A 2023; 120:e2214556120. [PMID: 36888664 PMCID: PMC10089191 DOI: 10.1073/pnas.2214556120] [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: 08/26/2022] [Accepted: 02/03/2023] [Indexed: 03/09/2023] Open
Abstract
Computationally designed protein nanoparticles have recently emerged as a promising platform for the development of new vaccines and biologics. For many applications, secretion of designed nanoparticles from eukaryotic cells would be advantageous, but in practice, they often secrete poorly. Here we show that designed hydrophobic interfaces that drive nanoparticle assembly are often predicted to form cryptic transmembrane domains, suggesting that interaction with the membrane insertion machinery could limit efficient secretion. We develop a general computational protocol, the Degreaser, to design away cryptic transmembrane domains without sacrificing protein stability. The retroactive application of the Degreaser to previously designed nanoparticle components and nanoparticles considerably improves secretion, and modular integration of the Degreaser into design pipelines results in new nanoparticles that secrete as robustly as naturally occurring protein assemblies. Both the Degreaser protocol and the nanoparticles we describe may be broadly useful in biotechnological applications.
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Affiliation(s)
- Jing Yang (John) Wang
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
- Graduate Program in Molecular and Cellular Biology, University of Washington, Seattle, WA98195
| | - Alena Khmelinskaia
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
- Transdisciplinary Research Area “Building Blocks of Matter and Fundamental Interactions”, University of Bonn, 53113Bonn, Germany
- Life and Medical Sciences Institute, University of Bonn, 53121Bonn, Germany
| | - William Sheffler
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Marcos C. Miranda
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Aleksandar Antanasijevic
- Department of Integrative, Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA92037
- Scripps Consortium for HIV/AIDS Vaccine Development, The Scripps Research Institute, La Jolla, CA92037
| | - Andrew J. Borst
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Susana V. Torres
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Chelsea Shu
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Yang Hsia
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Una Nattermann
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
- Graduate Program in Biological Physics, Structure and Design, University of Washington, Seattle, WA98195
| | - Daniel Ellis
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
- Graduate Program in Molecular and Cellular Biology, University of Washington, Seattle, WA98195
| | - Carl Walkey
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Maggie Ahlrichs
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Sidney Chan
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Alex Kang
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Hannah Nguyen
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Claire Sydeman
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Banumathi Sankaran
- Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley Laboratory, Berkeley, CA94720
- Berkeley Center for Structural Biology, Lawrence Berkeley Laboratory, Berkeley, CA94720
| | - Mengyu Wu
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Asim K. Bera
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Brooke Fiala
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Michael Murphy
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Andrew B. Ward
- Department of Integrative, Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA92037
- Scripps Consortium for HIV/AIDS Vaccine Development, The Scripps Research Institute, La Jolla, CA92037
| | - Neil P. King
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
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17
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Kim DE, Jensen DR, Feldman D, Tischer D, Saleem A, Chow CM, Li X, Carter L, Milles L, Nguyen H, Kang A, Bera AK, Peterson FC, Volkman BF, Ovchinnikov S, Baker D. De novo design of small beta barrel proteins. Proc Natl Acad Sci U S A 2023; 120:e2207974120. [PMID: 36897987 PMCID: PMC10089152 DOI: 10.1073/pnas.2207974120] [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: 05/10/2022] [Accepted: 01/27/2023] [Indexed: 03/12/2023] Open
Abstract
Small beta barrel proteins are attractive targets for computational design because of their considerable functional diversity despite their very small size (<70 amino acids). However, there are considerable challenges to designing such structures, and there has been little success thus far. Because of the small size, the hydrophobic core stabilizing the fold is necessarily very small, and the conformational strain of barrel closure can oppose folding; also intermolecular aggregation through free beta strand edges can compete with proper monomer folding. Here, we explore the de novo design of small beta barrel topologies using both Rosetta energy-based methods and deep learning approaches to design four small beta barrel folds: Src homology 3 (SH3) and oligonucleotide/oligosaccharide-binding (OB) topologies found in nature and five and six up-and-down-stranded barrels rarely if ever seen in nature. Both approaches yielded successful designs with high thermal stability and experimentally determined structures with less than 2.4 Å rmsd from the designed models. Using deep learning for backbone generation and Rosetta for sequence design yielded higher design success rates and increased structural diversity than Rosetta alone. The ability to design a large and structurally diverse set of small beta barrel proteins greatly increases the protein shape space available for designing binders to protein targets of interest.
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Affiliation(s)
- David E. Kim
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
- HHMI, University of Washington, Seattle, WA98195
| | - Davin R. Jensen
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, WI53226
| | - David Feldman
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Doug Tischer
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Ayesha Saleem
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Cameron M. Chow
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Xinting Li
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Lukas Milles
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Hannah Nguyen
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Alex Kang
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Asim K. Bera
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Francis C. Peterson
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, WI53226
| | - Brian F. Volkman
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, WI53226
| | - Sergey Ovchinnikov
- Division of Science, Faculty of Arts and Sciences, Harvard University, Cambridge, MA02138
- John Harvard Distinguished Science Fellowship Program, Harvard University, Cambridge, MA02138
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
- HHMI, University of Washington, Seattle, WA98195
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18
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Martinez-Cano D, Ravichandran R, Le H, Wong HE, Jagannathan B, Liu EJ, Bailey W, Yang J, Matthies K, Barkhordarian H, Shah B, Srinivasan N, Zhang J, Hsu A, Wypych J, Stevens J, Piedmonte DM, Miranda LP, Carter L, Murphy M, King NP, Soice N. Process Development of a SARS-CoV-2 Nanoparticle Vaccine. Process Biochem 2023; 129:241-256. [PMID: 37013198 PMCID: PMC10019920 DOI: 10.1016/j.procbio.2023.03.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 02/18/2023] [Accepted: 03/12/2023] [Indexed: 03/18/2023]
Abstract
One of the outcomes from the global COVID-19 pandemic caused by SARS-CoV-2 has been an acceleration of development timelines to provide treatments in a timely manner. For example, it has recently been demonstrated that the development of monoclonal antibody therapeutics from vector construction to IND submission can be achieved in five to six months rather than the traditional ten-to-twelve-month timeline using CHO cells [1], [2]. This timeline is predicated on leveraging existing, robust platforms for upstream and downstream processes, analytical methods, and formulation. These platforms also reduce; the requirement for ancillary studies such as cell line stability, or long-term product stability studies. Timeline duration was further reduced by employing a transient cell line for early material supply and using a stable cell pool to manufacture toxicology study materials. The development of non-antibody biologics utilizing traditional biomanufacturing processes in CHO cells within a similar timeline presents additional challenges, such as the lack of platform processes and additional analytical assay development. In this manuscript, we describe the rapid development of a robust and reproducible process for a two-component self-assembling protein nanoparticle vaccine for SARS-CoV-2. Our work has demonstrated a successful academia-industry partnership model that responded to the COVID-19 global pandemic quickly and efficiently and could improve our preparedness for future pandemic threats.
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19
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Angelakas A, Cook N, Graham D, Krebs M, Thistlethwaite F, Carter L. 124MO A single centre experience of patients with rare cancers referred for early phase clinical trials. ESMO Open 2023. [DOI: 10.1016/j.esmoop.2023.101070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2023] Open
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20
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Yeh AHW, Norn C, Kipnis Y, Tischer D, Pellock SJ, Evans D, Ma P, Lee GR, Zhang JZ, Anishchenko I, Coventry B, Cao L, Dauparas J, Halabiya S, DeWitt M, Carter L, Houk KN, Baker D. De novo design of luciferases using deep learning. Nature 2023; 614:774-780. [PMID: 36813896 PMCID: PMC9946828 DOI: 10.1038/s41586-023-05696-3] [Citation(s) in RCA: 79] [Impact Index Per Article: 79.0] [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: 01/19/2022] [Accepted: 01/03/2023] [Indexed: 02/24/2023]
Abstract
De novo enzyme design has sought to introduce active sites and substrate-binding pockets that are predicted to catalyse a reaction of interest into geometrically compatible native scaffolds1,2, but has been limited by a lack of suitable protein structures and the complexity of native protein sequence-structure relationships. Here we describe a deep-learning-based 'family-wide hallucination' approach that generates large numbers of idealized protein structures containing diverse pocket shapes and designed sequences that encode them. We use these scaffolds to design artificial luciferases that selectively catalyse the oxidative chemiluminescence of the synthetic luciferin substrates diphenylterazine3 and 2-deoxycoelenterazine. The designed active sites position an arginine guanidinium group adjacent to an anion that develops during the reaction in a binding pocket with high shape complementarity. For both luciferin substrates, we obtain designed luciferases with high selectivity; the most active of these is a small (13.9 kDa) and thermostable (with a melting temperature higher than 95 °C) enzyme that has a catalytic efficiency on diphenylterazine (kcat/Km = 106 M-1 s-1) comparable to that of native luciferases, but a much higher substrate specificity. The creation of highly active and specific biocatalysts from scratch with broad applications in biomedicine is a key milestone for computational enzyme design, and our approach should enable generation of a wide range of luciferases and other enzymes.
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Affiliation(s)
- Andy Hsien-Wei Yeh
- Department of Biochemistry, University of Washington, Seattle, WA, USA.
- Institute for Protein Design, University of Washington, Seattle, WA, USA.
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, USA.
| | - Christoffer Norn
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Yakov Kipnis
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA
| | - Doug Tischer
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Samuel J Pellock
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Declan Evans
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Pengchen Ma
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA
- School of Chemistry, Xi'an Key Laboratory of Sustainable Energy Materials Chemistry, MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Xi'an Jiaotong University, Xi'an, China
| | - Gyu Rie Lee
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Jason Z Zhang
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Ivan Anishchenko
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Brian Coventry
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA
| | - Longxing Cao
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Justas Dauparas
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Samer Halabiya
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Michelle DeWitt
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Lauren Carter
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - K N Houk
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA, USA.
- Institute for Protein Design, University of Washington, Seattle, WA, USA.
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA.
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21
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Wicky BIM, Milles LF, Courbet A, Ragotte RJ, Dauparas J, Kinfu E, Tipps S, Kibler RD, Baek M, DiMaio F, Li X, Carter L, Kang A, Nguyen H, Bera AK, Baker D. Hallucinating symmetric protein assemblies. Science 2022; 378:56-61. [PMID: 36108048 PMCID: PMC9724707 DOI: 10.1126/science.add1964] [Citation(s) in RCA: 57] [Impact Index Per Article: 28.5] [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] [Indexed: 01/23/2023]
Abstract
Deep learning generative approaches provide an opportunity to broadly explore protein structure space beyond the sequences and structures of natural proteins. Here, we use deep network hallucination to generate a wide range of symmetric protein homo-oligomers given only a specification of the number of protomers and the protomer length. Crystal structures of seven designs are very similar to the computational models (median root mean square deviation: 0.6 angstroms), as are three cryo-electron microscopy structures of giant 10-nanometer rings with up to 1550 residues and C33 symmetry; all differ considerably from previously solved structures. Our results highlight the rich diversity of new protein structures that can be generated using deep learning and pave the way for the design of increasingly complex components for nanomachines and biomaterials.
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Affiliation(s)
- B. I. M. Wicky
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - L. F. Milles
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - A. Courbet
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA
| | - R. J. Ragotte
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - J. Dauparas
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - E. Kinfu
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - S. Tipps
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - R. D. Kibler
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - M. Baek
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - F. DiMaio
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - X. Li
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - L. Carter
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - A. Kang
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - H. Nguyen
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - A. K. Bera
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - D. Baker
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA
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22
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Hu X, Garcia E, Goossens A, Gozo M, Lee T, Liu X, Le B, Taylor Meadows K, Eto D, Yusuf I, Lu K, Michels T, Kasem M, Marby K, Rowbottom M, Osterhout R, Carter L. An orally bioavailable ENPP1-selective inhibitor demonstrates superior immune preservation effects over STING agonists and confers antitumor efficacy in combination with other therapies in syngeneic tumor models. Eur J Cancer 2022. [DOI: 10.1016/s0959-8049(22)01133-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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23
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Kurtz K, Eibler L, Dacek M, Carter L, Cheal S, Veach D, Qureshy S, Han J, Reynaud E, Verma S, McDevitt M, Punzalan B, Vargas D, Santich B, Monette S, Kesner A, Cheung N, Larson S, Scheinberg D, Krebs S. A radiohapten capture system for CAR T cells that tracks them in vivo and improves efficacy. Eur J Cancer 2022. [DOI: 10.1016/s0959-8049(22)00814-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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24
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Song JY, Choi WS, Heo JY, Lee JS, Jung DS, Kim SW, Park KH, Eom JS, Jeong SJ, Lee J, Kwon KT, Choi HJ, Sohn JW, Kim YK, Noh JY, Kim WJ, Roman F, Ceregido MA, Solmi F, Philippot A, Walls AC, Carter L, Veesler D, King NP, Kim H, Ryu JH, Lee SJ, Park YW, Park HK, Cheong HJ. Safety and immunogenicity of a SARS-CoV-2 recombinant protein nanoparticle vaccine (GBP510) adjuvanted with AS03: A randomised, placebo-controlled, observer-blinded phase 1/2 trial. EClinicalMedicine 2022; 51:101569. [PMID: 35879941 PMCID: PMC9304916 DOI: 10.1016/j.eclinm.2022.101569] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 06/27/2022] [Accepted: 06/28/2022] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Vaccination has helped to mitigate the COVID-19 pandemic. Ten traditional and novel vaccines have been listed by the World Health Organization for emergency use. Additional alternative approaches may better address ongoing vaccination globally, where there remains an inequity in vaccine distribution. GBP510 is a recombinant protein vaccine, which consists of self-assembling, two-component nanoparticles, displaying the receptor-binding domain (RBD) in a highly immunogenic array. METHODS This randomised, placebo-controlled, observer-blinded phase 1/2 study was conducted to evaluate the safety and immunogenicity of GBP510 (2-doses at a 28-day interval) adjuvanted with or without AS03 in adults aged 19-85 years at 14 hospital sites in Korea. This study was consisted of two stages (stage I, healthy adults aged 19-55 years; stage II, 240 healthy adults aged 19-85 years). Healthy participants who did not previously receive any vaccine within 4 weeks (2 weeks for flu vaccine) prior to the study, no history of COVID-19 vaccination/medication, and were naïve to SARS-CoV-2 infection at screening were eligible for the study enrollment. Participants were block-randomized in a 2:2:1 ratio to receive 2 doses of 10 µg GBP510 adjuvanted with AS03 (group 1), 10 µg unadjuvanted GBP510 (group 2) or placebo intramuscularly in stage I, while they were block-randomized in a 2:2:1:1 ratio to receive 10 µg GBP510 adjuvanted with AS03 (group 1), 25 µg GBP510 adjuvanted with AS03 (group 3), 25 µg unadjuvanted GBP510 (group 4) or placebo in stage II. The primary safety outcomes were solicited and unsolicited adverse events, while primary immunogenicity outcomes included anti-SARS-CoV-2 RBD IgG antibodies; neutralizing antibody responses; and T-cell immune responses. Safety assessment included all participants who received at least 1 dose of study intervention (safety set). Immunogenicity assessment included all participants who completed the vaccination schedule and had valid immunogenicity assessment results without any major protocol deviations (per-protocol set). This study was registered with ClinicalTrials.gov (NCT04750343). FINDINGS Of 328 participants who were enrolled between February 1 and May 28, 2021, 327 participants received at least 1 dose of vaccine. Each received either 10 µg GBP510 adjuvanted with AS03 (Group 1, n = 101), 10 µg unadjuvanted GBP510 (Group 2, n = 10), 25 µg GBP510 adjuvanted with AS03 (Group 3, n = 104), 25 µg unadjuvanted GBP510 (Group 4, n = 51), or placebo (n = 61). Higher reactogenicity was observed in the GBP510 adjuvanted with AS03 groups compared to the non-adjuvanted and placebo groups. The most frequently reported solicited local adverse event (AE) was injection site pain after any vaccination: (88·1% in group 1; 50·0% in group 2; 92·3% in group 3; 66·7% in group 4). Fatigue and myalgia were two most frequently reported systemic AEs and more frequently reported in GBP510 adjuvanted with AS03 recipients (79·2% and 78·2% in group 1; 75·0% and 79·8% in group 3, respectively) than in the unadjuvanted vaccine recipients (40·0% and of 40·0% in group 2; 60·8% and 47·1% in group 4) after any vaccination. Reactogenicity was higher post-dose 2 compared to post-dose 1, particularly for systemic AEs. The geometric mean concentrations of anti-SARS-CoV-2-RBD IgG antibody reached 2163·6/2599·2 BAU/mL in GBP510 adjuvanted with AS03 recipients (10 µg/25 µg) by 14 days after the second dose. Two-dose vaccination of 10 µg or 25 µg GBP510 adjuvanted with AS03 induced high titres of neutralizing antibody via pseudovirus (1369·0/1431·5 IU/mL) and wild-type virus (949·8/861·0 IU/mL) assay. INTERPRETATION GBP510 adjuvanted with AS03 was well tolerated and highly immunogenic. These results support further development of the vaccine candidate, which is currently being evaluated in Phase 3. FUNDING This work was supported, in whole or in part, by funding from CEPI and the Bill & Melinda Gates Foundation Investment ID OPP1148601. The Bill & Melinda Gates Foundation supported this project for the generation of IND-enabling data and CEPI supported this clinical study.
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Affiliation(s)
- Joon Young Song
- Division of Infectious Diseases, Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Won Suk Choi
- Division of Infectious Diseases, Department of Internal Medicine, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Republic of Korea
| | - Jung Yeon Heo
- Department of Infectious Diseases, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Jin Soo Lee
- Division of Infectious Diseases, Department of Internal Medicine, Inha University College of Medicine, Incheon, Republic of Korea
| | - Dong Sik Jung
- Division of Infectious Diseases, Department of Internal Medicine, Dong-A University College of Medicine, Busan, Republic of Korea
| | - Shin-Woo Kim
- Division of Infectious Diseases, Department of Internal Medicine, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Kyung-Hwa Park
- Division of Infectious Diseases, Department of Internal Medicine, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Joong Sik Eom
- Division of Infectious Diseases, Department of Internal Medicine, Gil Medical Centre, Gachon University College of Medicine, Incheon, Republic of Korea
| | - Su Jin Jeong
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jacob Lee
- Division of Infectious Diseases, Department of Internal Medicine, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Ki Tae Kwon
- Division of Infectious Diseases, Department of Internal Medicine, Kyungpook National University Chilgok Hospital, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Hee Jung Choi
- Division of Infectious Diseases, Department of Internal Medicine, Ewha Womans University Mokdong Hospital, Seoul, Republic of Korea
| | - Jang Wook Sohn
- Division of Infectious Diseases, Department of Internal Medicine, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Young Keun Kim
- Division of Infectious Diseases, Department of Internal Medicine, Yonsei University Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, Wonju, Republic of Korea
| | - Ji Yun Noh
- Division of Infectious Diseases, Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Woo Joo Kim
- Division of Infectious Diseases, Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | | | | | | | | | - Alexandra C. Walls
- Department of Biochemistry, University of Washington, WA, USA
- Howard Hughes Medical Institute, University of Washington, WA, USA
| | - Lauren Carter
- Department of Biochemistry, University of Washington, WA, USA
- Institute for Protein Design, University of Washington, WA, USA
| | - David Veesler
- Department of Biochemistry, University of Washington, WA, USA
- Howard Hughes Medical Institute, University of Washington, WA, USA
| | - Neil P. King
- Department of Biochemistry, University of Washington, WA, USA
- Institute for Protein Design, University of Washington, WA, USA
| | - Hun Kim
- Department of R&D, SK Bioscience, Seongnam, Republic of Korea
| | - Ji Hwa Ryu
- Department of R&D, SK Bioscience, Seongnam, Republic of Korea
| | - Su Jeen Lee
- Department of R&D, SK Bioscience, Seongnam, Republic of Korea
| | - Yong Wook Park
- Department of R&D, SK Bioscience, Seongnam, Republic of Korea
| | - Ho Keun Park
- Department of R&D, SK Bioscience, Seongnam, Republic of Korea
| | - Hee Jin Cheong
- Division of Infectious Diseases, Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
- Corresponding author at: Division of Infectious Diseases, Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Gurodong-ro 148, Guro-gu, Seoul 08308, Republic of Korea.
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25
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Studts J, Carter L, Feldman J, Donaldson D, Pantelas J, Ostroff J, Stiles B, Scharnetzki E, Smith R, Kazernooni E, Rosenthal L, Durden K, Burn K, A. Campaign to End Lung Cancer Stigma. P2.08-07 The Campaign to End Lung Cancer Stigma: The ACS National Lung Cancer Roundtable Efforts to Confront and Extinguish Lung Cancer Stigma. J Thorac Oncol 2022. [DOI: 10.1016/j.jtho.2022.07.235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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26
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Zhang JZ, Yeh HW, Walls AC, Wicky BIM, Sprouse KR, VanBlargan LA, Treger R, Quijano-Rubio A, Pham MN, Kraft JC, Haydon IC, Yang W, DeWitt M, Bowen JE, Chow CM, Carter L, Ravichandran R, Wener MH, Stewart L, Veesler D, Diamond MS, Greninger AL, Koelle DM, Baker D. Thermodynamically coupled biosensors for detecting neutralizing antibodies against SARS-CoV-2 variants. Nat Biotechnol 2022; 40:1336-1340. [PMID: 35484405 PMCID: PMC9463068 DOI: 10.1038/s41587-022-01280-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [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: 06/03/2021] [Accepted: 03/14/2022] [Indexed: 12/14/2022]
Abstract
We designed a protein biosensor that uses thermodynamic coupling for sensitive and rapid detection of neutralizing antibodies against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants in serum. The biosensor is a switchable, caged luciferase-receptor-binding domain (RBD) construct that detects serum-antibody interference with the binding of virus RBD to angiotensin-converting enzyme 2 (ACE-2) as a proxy for neutralization. Our coupling approach does not require target modification and can better distinguish sample-to-sample differences in analyte binding affinity and abundance than traditional competition-based assays.
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Affiliation(s)
- Jason Z Zhang
- Department of Biochemistry, University of Washington, Seattle, WA, USA.
- Institute for Protein Design, University of Washington, Seattle, WA, USA.
| | - Hsien-Wei Yeh
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Alexandra C Walls
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Basile I M Wicky
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Kaitlin R Sprouse
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Laura A VanBlargan
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Rebecca Treger
- Department of Laboratory Medicine & Pathology, University of Washington, Seattle, WA, USA
| | - Alfredo Quijano-Rubio
- Institute for Protein Design, University of Washington, Seattle, WA, USA
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Minh N Pham
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - John C Kraft
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Ian C Haydon
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Wei Yang
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Michelle DeWitt
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - John E Bowen
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Cameron M Chow
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Lauren Carter
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | | | - Mark H Wener
- Department of Laboratory Medicine & Pathology, University of Washington, Seattle, WA, USA
| | - Lance Stewart
- Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA
| | - Michael S Diamond
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Department of Pathology & Immunology, Washington University School of Medicine, St. Louis, MO, USA
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, USA
- Andrew M. and Jane M. Bursky Center for Human Immunology and Immunotherapy Programs, Washington University School of Medicine, Saint Louis, MO, USA
| | - Alexander L Greninger
- Department of Laboratory Medicine & Pathology, University of Washington, Seattle, WA, USA
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - David M Koelle
- Department of Laboratory Medicine & Pathology, University of Washington, Seattle, WA, USA
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Medicine, Division of Allergy and Infectious Diseases, University of Washington, Seattle, WA, USA
- Translational Research Program, Benaroya Research Institute at Virginia Mason, Seattle, WA, USA
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA, USA.
- Institute for Protein Design, University of Washington, Seattle, WA, USA.
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA.
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27
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Walls AC, VanBlargan LA, Wu K, Choi A, Navarro MJ, Lee D, Avena L, Berrueta DM, Pham MN, Elbashir S, Kraft JC, Miranda MC, Kepl E, Johnson M, Blackstone A, Sprouse K, Fiala B, O’Connor MA, Brunette N, Arunachalam PS, Shirreff L, Rogers K, Carter L, Fuller DH, Villinger F, Pulendran B, Diamond MS, Edwards DK, King NP, Veesler D. Distinct sensitivities to SARS-CoV-2 variants in vaccinated humans and mice. Cell Rep 2022; 40:111299. [PMID: 35988541 PMCID: PMC9376299 DOI: 10.1016/j.celrep.2022.111299] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 05/19/2022] [Accepted: 08/09/2022] [Indexed: 11/03/2022] Open
Abstract
The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in 2019 has led to the development of a large number of vaccines, several of which are now approved for use in humans. Understanding vaccine-elicited antibody responses against emerging SARS-CoV-2 variants of concern (VOCs) in real time is key to inform public health policies. Serum neutralizing antibody titers are the current best correlate of protection from SARS-CoV-2 challenge in non-human primates and a key metric to understand immune evasion of VOCs. We report that vaccinated BALB/c mice do not recapitulate faithfully the breadth and potency of neutralizing antibody responses elicited by various vaccine platforms against VOCs, compared with non-human primates or humans, suggesting caution should be exercised when interpreting data obtained with this animal model.
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Affiliation(s)
- Alexandra C. Walls
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA,Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA,Corresponding author
| | - Laura A. VanBlargan
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Kai Wu
- Moderna Inc., Cambridge, MA, USA
| | | | - Mary Jane Navarro
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | | | | | | | - Minh N. Pham
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | | | - John C. Kraft
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Marcos C. Miranda
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Elizabeth Kepl
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Max Johnson
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Alyssa Blackstone
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Kaitlin Sprouse
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Brooke Fiala
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Megan A. O’Connor
- Department of Microbiology, University of Washington, Seattle, WA 98195, USA,Washington National Primate Research Center, Seattle, WA 98121, USA
| | - Natalie Brunette
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Prabhu S. Arunachalam
- Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford University, Stanford, CA, USA
| | - Lisa Shirreff
- New Iberia Research Center and Department of Biology, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - Kenneth Rogers
- New Iberia Research Center and Department of Biology, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Deborah H. Fuller
- Department of Microbiology, University of Washington, Seattle, WA 98195, USA,Washington National Primate Research Center, Seattle, WA 98121, USA
| | - Francois Villinger
- New Iberia Research Center and Department of Biology, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - Bali Pulendran
- Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford University, Stanford, CA, USA
| | - Michael S. Diamond
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA,Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA,Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, USA,The Andrew M. and Jane M. Bursky Center for Human Immunology and Immunotherapy Programs, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Neil P. King
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA.
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Jittla P, Graham DM, Zhou C, Halliwell J, O'Reilly S, Aruketty S, Azizi A, Germetaki T, Lowe J, Little M, Punnett G, McMahon P, Benson L, Carter L, Krebs MG, Thistlethwaite FC, Darlington E, Yorke J, Cook N. EPIC: an evaluation of the psychological impact of early-phase clinical trials in cancer patients. ESMO Open 2022; 7:100550. [PMID: 35994790 PMCID: PMC9420347 DOI: 10.1016/j.esmoop.2022.100550] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 06/17/2022] [Accepted: 06/27/2022] [Indexed: 11/30/2022] Open
Abstract
Background Anxiety and depression in patients with cancer is associated with decreased quality of life and increased morbidity and mortality. However, these are often overlooked and untreated. Early-phase clinical trials (EPCTs) recruit patients with advanced cancers who frequently lack future treatment options, which may lead to increased anxiety and depression. Despite this, EPCTs do not routinely consider psychological screening for patients. Patients and methods This prospective observational study explored levels of anxiety and depression alongside impact of trial participation in the context of EPCTs. The Hospital Anxiety and Depression Scale and the Brief Illness Perceptions Questionnaire were completed at the point of EPCT consent, the end of screening and at pre-specified time points thereafter. Results Sixty-four patients (median age 56 years; median Eastern Cooperative Oncology Group performance status 1) were recruited. At consent, 57 patients returned questionnaires; 39% reported clinically relevant levels of anxiety whilst 18% reported clinically relevant levels of depression. Sixty-three percent of patients experiencing psychological distress had never previously reported this. Males were more likely to be depressed (P = 0.037) and females were more likely to be anxious (P = 0.011). Changes in anxiety or depression were observed after trial enrolment on an individual level, but not significant on a population level. Conclusions Patients on EPCTs are at an increased risk of anxiety and depression but may not seek relevant support. Sites offering EPCTs should consider including psychological screening to encourage a more holistic approach to cancer care and consider the sex of individuals when tailoring psychological support to meet specific needs. Early-phase cancer trial patients have an increased risk of anxiety and depression. Patients at risk were not seeking support for anxiety and depression. Male patients were more likely to be depressed; female patients were more likely to be anxious. This work highlights the need to screen for psychological symptoms in patients entering early-phase trials.
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Affiliation(s)
- P Jittla
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK
| | - D M Graham
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - C Zhou
- CRUK Manchester Institute Cancer Biomarker Centre, University of Manchester, Manchester, UK
| | - J Halliwell
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK
| | - S O'Reilly
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK
| | - S Aruketty
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK
| | - A Azizi
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK
| | - T Germetaki
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK
| | - J Lowe
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK
| | - M Little
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK
| | - G Punnett
- Christie Patient Centred Research, The Christie NHS Foundation Trust, Manchester, UK
| | - P McMahon
- Medical Oncology, Lancashire Teaching Hospitals NHS Foundation Trust, Preston, UK
| | - L Benson
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - L Carter
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - M G Krebs
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - F C Thistlethwaite
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - E Darlington
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK
| | - J Yorke
- Christie Patient Centred Research, The Christie NHS Foundation Trust, Manchester, UK
| | - N Cook
- Experimental Cancer Medicine Team, The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK.
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29
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Arunachalam PS, Feng Y, Ashraf U, Hu M, Walls AC, Edara VV, Zarnitsyna VI, Aye PP, Golden N, Miranda MC, Green KWM, Threeton BM, Maness NJ, Beddingfield BJ, Bohm RP, Scheuermann SE, Goff K, Dufour J, Russell-Lodrigue K, Kepl E, Fiala B, Wrenn S, Ravichandran R, Ellis D, Carter L, Rogers K, Shirreff LM, Ferrell DE, Deb Adhikary NR, Fontenot J, Hammond HL, Frieman M, Grifoni A, Sette A, O’Hagan DT, Van Der Most R, Rappuoli R, Villinger F, Kleanthous H, Rappaport J, Suthar MS, Veesler D, Wang TT, King NP, Pulendran B. Durable protection against the SARS-CoV-2 Omicron variant is induced by an adjuvanted subunit vaccine. Sci Transl Med 2022; 14:eabq4130. [PMID: 35976993 PMCID: PMC10466502 DOI: 10.1126/scitranslmed.abq4130] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [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] [Indexed: 02/01/2023]
Abstract
Despite the remarkable efficacy of COVID-19 vaccines, waning immunity and the emergence of SARS-CoV-2 variants such as Omicron represents a global health challenge. Here, we present data from a study in nonhuman primates demonstrating durable protection against the Omicron BA.1 variant induced by a subunit SARS-CoV-2 vaccine comprising the receptor binding domain of the ancestral strain (RBD-Wu) on the I53-50 nanoparticle adjuvanted with AS03, which was recently authorized for use in individuals 18 years or older. Vaccination induced neutralizing antibody (nAb) titers that were maintained at high concentrations for at least 1 year after two doses, with a pseudovirus nAb geometric mean titer (GMT) of 1978 and a live virus nAb GMT of 1331 against the ancestral strain but not against the Omicron BA.1 variant. However, a booster dose at 6 to 12 months with RBD-Wu or RBD-β (RBD from the Beta variant) displayed on I53-50 elicited high neutralizing titers against the ancestral and Omicron variants. In addition, we observed persistent neutralization titers against a panel of sarbecoviruses, including SARS-CoV. Furthermore, there were substantial and persistent memory T and B cell responses reactive to Beta and Omicron variants. Vaccination resulted in protection against Omicron infection in the lung and suppression of viral burden in the nares at 6 weeks after the final booster immunization. Even at 6 months after vaccination, we observed protection in the lung and rapid control of virus in the nares. These results highlight the durable and cross-protective immunity elicited by the AS03-adjuvanted RBD-I53-50 nanoparticle vaccine.
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Affiliation(s)
- Prabhu S. Arunachalam
- Institute for Immunity, Transplantation and Infection, School of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Yupeng Feng
- Institute for Immunity, Transplantation and Infection, School of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Usama Ashraf
- Department of Medicine, Division of Infectious Diseases, Stanford University, Stanford, CA 94305, USA
| | - Mengyun Hu
- Institute for Immunity, Transplantation and Infection, School of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Alexandra C. Walls
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
| | - Venkata Viswanadh Edara
- Department of Pediatrics, Emory Vaccine Center, Emory National Primate Research Center, and Emory University School of Medicine, Atlanta, GA 30329, USA
| | | | - Pyone Pyone Aye
- Tulane National Primate Research Center, Covington, LA 70433, USA
| | - Nadia Golden
- Tulane National Primate Research Center, Covington, LA 70433, USA
| | - Marcos C. Miranda
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | | | | | | | | | - Rudolf P. Bohm
- Tulane National Primate Research Center, Covington, LA 70433, USA
| | | | - Kelly Goff
- Tulane National Primate Research Center, Covington, LA 70433, USA
| | - Jason Dufour
- Tulane National Primate Research Center, Covington, LA 70433, USA
| | | | - Elizabeth Kepl
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Brooke Fiala
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Samuel Wrenn
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Rashmi Ravichandran
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Daniel Ellis
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Kenneth Rogers
- New Iberia Research Center, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - Lisa M. Shirreff
- New Iberia Research Center, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - Douglas E. Ferrell
- New Iberia Research Center, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - Nihar R. Deb Adhikary
- New Iberia Research Center, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - Jane Fontenot
- New Iberia Research Center, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - Holly L. Hammond
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Matthew Frieman
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Alba Grifoni
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California, San Diego, La Jolla, CA 92037, USA
| | - Alessandro Sette
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California, San Diego, La Jolla, CA 92037, USA
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | | | | | | | - Francois Villinger
- New Iberia Research Center, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | | | - Jay Rappaport
- Tulane National Primate Research Center, Covington, LA 70433, USA
- Department of Microbiology and Immunology, Tulane University School of Medicine, New Orleans, LA 70112, USA
| | - Mehul S. Suthar
- Department of Pediatrics, Emory Vaccine Center, Emory National Primate Research Center, and Emory University School of Medicine, Atlanta, GA 30329, USA
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
| | - Taia T. Wang
- Department of Medicine, Division of Infectious Diseases, Stanford University, Stanford, CA 94305, USA
- Department of Microbiology and Immunology, School of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Neil P. King
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Bali Pulendran
- Institute for Immunity, Transplantation and Infection, School of Medicine, Stanford University, Stanford, CA 94305, USA
- Department of Microbiology and Immunology, School of Medicine, Stanford University, Stanford, CA 94305, USA
- Department of Pathology, School of Medicine, Stanford University, Stanford, CA 94305, USA
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30
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Malhi H, Homad LJ, Wan YH, Poudel B, Fiala B, Borst AJ, Wang JY, Walkey C, Price J, Wall A, Singh S, Moodie Z, Carter L, Handa S, Correnti CE, Stoddard BL, Veesler D, Pancera M, Olson J, King NP, McGuire AT. Immunization with a self-assembling nanoparticle vaccine displaying EBV gH/gL protects humanized mice against lethal viral challenge. Cell Rep Med 2022; 3:100658. [PMID: 35705092 PMCID: PMC9245003 DOI: 10.1016/j.xcrm.2022.100658] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [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: 02/01/2022] [Revised: 04/12/2022] [Accepted: 05/17/2022] [Indexed: 01/09/2023]
Abstract
Epstein-Barr virus (EBV) is a cancer-associated pathogen responsible for 165,000 deaths annually. EBV is also the etiological agent of infectious mononucleosis and is linked to multiple sclerosis and rheumatoid arthritis. Thus, an EBV vaccine would have a significant global health impact. EBV is orally transmitted and has tropism for epithelial and B cells. Therefore, a vaccine would need to prevent infection of both in the oral cavity. Passive transfer of monoclonal antibodies against the gH/gL glycoprotein complex prevent experimental EBV infection in humanized mice and rhesus macaques, suggesting that gH/gL is an attractive vaccine candidate. Here, we evaluate the immunogenicity of several gH/gL nanoparticle vaccines. All display superior immunogenicity relative to monomeric gH/gL. A nanoparticle displaying 60 copies of gH/gL elicits antibodies that protect against lethal EBV challenge in humanized mice, whereas antibodies elicited by monomeric gH/gL do not. These data motivate further development of gH/gL nanoparticle vaccines for EBV.
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Affiliation(s)
- Harman Malhi
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle WA 98109, USA
| | - Leah J Homad
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle WA 98109, USA
| | - Yu-Hsin Wan
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle WA 98109, USA
| | - Bibhav Poudel
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle WA 98109, USA
| | - Brooke Fiala
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Andrew J Borst
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Jing Yang Wang
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Carl Walkey
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Jason Price
- Clinical Research Division, Fred Hutchinson Cancer Research Center Seattle, WA 98109, USA
| | - Abigail Wall
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle WA 98109, USA
| | - Suruchi Singh
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle WA 98109, USA
| | - Zoe Moodie
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle WA 98109, USA
| | - Lauren Carter
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Simran Handa
- Clinical Research Division, Fred Hutchinson Cancer Research Center Seattle, WA 98109, USA
| | - Colin E Correnti
- Clinical Research Division, Fred Hutchinson Cancer Research Center Seattle, WA 98109, USA
| | - Barry L Stoddard
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Marie Pancera
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle WA 98109, USA
| | - James Olson
- Clinical Research Division, Fred Hutchinson Cancer Research Center Seattle, WA 98109, USA
| | - Neil P King
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Andrew T McGuire
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle WA 98109, USA; Department of Global Health, University of Washington, Seattle, WA 98195, USA; Department of Laboratory Medicine and Pathology, University of Washington, Seattle WA 98115, USA.
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31
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Agarwal DK, Hunt AC, Shekhawat GS, Carter L, Chan S, Wu K, Cao L, Baker D, Lorenzo-Redondo R, Ozer EA, Simons LM, Hultquist JF, Jewett MC, Dravid VP. Rapid and Sensitive Detection of Antigen from SARS-CoV-2 Variants of Concern by a Multivalent Minibinder-Functionalized Nanomechanical Sensor. Anal Chem 2022; 94:8105-8109. [PMID: 35652578 PMCID: PMC9211039 DOI: 10.1021/acs.analchem.2c01221] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 05/23/2022] [Indexed: 12/30/2022]
Abstract
New platforms for the rapid and sensitive detection of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants of concern are urgently needed. Here we report the development of a nanomechanical sensor based on the deflection of a microcantilever capable of detecting the SARS-CoV-2 spike (S) glycoprotein antigen using computationally designed multivalent minibinders immobilized on a microcantilever surface. The sensor exhibits rapid (<5 min) detection of the target antigens down to concentrations of 0.05 ng/mL (362 fM) and is more than an order of magnitude more sensitive than an antibody-based cantilever sensor. Validation of the sensor with clinical samples from 33 patients, including 9 patients infected with the Omicron (BA.1) variant observed detection of antigen from nasopharyngeal swabs with cycle threshold (Ct) values as high as 39, suggesting a limit of detection similar to that of the quantitative reverse transcription polymerase chain reaction (RT-qPCR). Our findings demonstrate the use of minibinders and nanomechanical sensors for the rapid and sensitive detection of SARS-CoV-2 and potentially other disease markers.
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Affiliation(s)
- Dilip Kumar Agarwal
- Department of Material Science and Engineering and NUANCE Center, Northwestern University, Evanston, IL 60208
| | - Andrew C. Hunt
- Department of Chemical and Biological Engineering and Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, USA
| | - Gajendra S. Shekhawat
- Department of Material Science and Engineering and NUANCE Center, Northwestern University, Evanston, IL 60208
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Sidney Chan
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Kejia Wu
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Longxing Cao
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, 98195, USA
| | - Ramon Lorenzo-Redondo
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
- Center for Pathogen Genomics and Microbial Evolution, Robert J. Havey Institute for Global Health, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Egon A. Ozer
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
- Center for Pathogen Genomics and Microbial Evolution, Robert J. Havey Institute for Global Health, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Lacy M. Simons
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
- Center for Pathogen Genomics and Microbial Evolution, Robert J. Havey Institute for Global Health, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Judd F. Hultquist
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
- Center for Pathogen Genomics and Microbial Evolution, Robert J. Havey Institute for Global Health, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Michael C. Jewett
- Department of Chemical and Biological Engineering and Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, USA
- Chemistry of Life Processes Institute, Northwestern University, Evanston, IL, 60208, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, 60611, USA
| | - Vinayak P. Dravid
- Department of Material Science and Engineering and NUANCE Center, Northwestern University, Evanston, IL 60208
- Chemistry of Life Processes Institute, Northwestern University, Evanston, IL, 60208, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, 60611, USA
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32
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Hunt AC, Case JB, Park YJ, Cao L, Wu K, Walls AC, Liu Z, Bowen JE, Yeh HW, Saini S, Helms L, Zhao YT, Hsiang TY, Starr TN, Goreshnik I, Kozodoy L, Carter L, Ravichandran R, Green LB, Matochko WL, Thomson CA, Vögeli B, Krüger A, VanBlargan LA, Chen RE, Ying B, Bailey AL, Kafai NM, Boyken SE, Ljubetič A, Edman N, Ueda G, Chow CM, Johnson M, Addetia A, Navarro MJ, Panpradist N, Gale M, Freedman BS, Bloom JD, Ruohola-Baker H, Whelan SPJ, Stewart L, Diamond MS, Veesler D, Jewett MC, Baker D. Multivalent designed proteins neutralize SARS-CoV-2 variants of concern and confer protection against infection in mice. Sci Transl Med 2022; 14:eabn1252. [PMID: 35412328 PMCID: PMC9258422 DOI: 10.1126/scitranslmed.abn1252] [Citation(s) in RCA: 54] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
New variants of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) continue to arise and prolong the coronavirus disease 2019 (COVID-19) pandemic. Here, we used a cell-free expression workflow to rapidly screen and optimize constructs containing multiple computationally designed miniprotein inhibitors of SARS-CoV-2. We found the broadest efficacy was achieved with a homotrimeric version of the 75-residue angiotensin-converting enzyme 2 (ACE2) mimic AHB2 (TRI2-2) designed to geometrically match the trimeric spike architecture. Consistent with the design model, in the cryo-electron microscopy structure TRI2-2 forms a tripod at the apex of the spike protein that engaged all three receptor binding domains simultaneously. TRI2-2 neutralized Omicron (B.1.1.529), Delta (B.1.617.2), and all other variants tested with greater potency than the monoclonal antibodies used clinically for the treatment of COVID-19. TRI2-2 also conferred prophylactic and therapeutic protection against SARS-CoV-2 challenge when administered intranasally in mice. Designed miniprotein receptor mimics geometrically arrayed to match pathogen receptor binding sites could be a widely applicable antiviral therapeutic strategy with advantages over antibodies in greater resistance to viral escape and antigenic drift, and advantages over native receptor traps in lower chances of autoimmune responses.
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Affiliation(s)
- Andrew C. Hunt
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, USA
| | - James Brett Case
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Young-Jun Park
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
| | - Longxing Cao
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Kejia Wu
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Alexandra C. Walls
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, 98195, USA
| | - Zhuoming Liu
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - John E. Bowen
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
| | - Hsien-Wei Yeh
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Shally Saini
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Stem Cell and Regenerative Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
| | - Louisa Helms
- Institute for Stem Cell and Regenerative Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
- Division of Nephrology, Department of Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
- Kidney Research Institute, University of Washington School of Medicine, Seattle, WA, 98109, USA
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA, 98109, USA
| | - Yan Ting Zhao
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Stem Cell and Regenerative Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
- Oral Health Sciences, School of Dentistry, University of Washington, Seattle, WA, 98195, USA
| | - Tien-Ying Hsiang
- Department of Immunology, Center for Innate Immunity and Immune Disease, University of Washington, Seattle, WA, 98195, USA
| | - Tyler N. Starr
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Inna Goreshnik
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Lisa Kozodoy
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Rashmi Ravichandran
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Lydia B. Green
- Amgen Research, Biologic Discovery, Burnaby, V5A 1V7, BC, Canada
| | | | | | - Bastian Vögeli
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, USA
- Invizyne Technologies Inc., Monrovia, CA, 91016, USA
| | - Antje Krüger
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, USA
| | - Laura A. VanBlargan
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Rita E. Chen
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Pathology & Immunology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Baoling Ying
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Adam L. Bailey
- Department of Pathology & Immunology, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Pathology & Laboratory Medicine, University of Wisconsin – Madison, Madison, WI, 53705, USA
| | - Natasha M. Kafai
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Pathology & Immunology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Scott E. Boyken
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Ajasja Ljubetič
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
- Department for Synthetic Biology and Immunology, National Institute of Chemistry, Ljubljana, SI-1000, Slovenia
| | - Natasha Edman
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
- Molecular and Cellular Biology Graduate Program, University of Washington, Seattle, WA, 98195, USA
- USA Medical Scientist Training Program, University of Washington, Seattle, WA, 98195, USA
| | - George Ueda
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Cameron M. Chow
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
- Neolukin Therapeutics Inc., Seattle, WA, 98102, USA
| | - Max Johnson
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Amin Addetia
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- The Molecular and Cellular Biology Program, University of Washington, Seattle, WA, 98195, USA
| | - Mary Jane Navarro
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
| | - Nuttada Panpradist
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA
| | - Michael Gale
- Department of Immunology, Center for Innate Immunity and Immune Disease, University of Washington, Seattle, WA, 98195, USA
| | - Benjamin S. Freedman
- Institute for Stem Cell and Regenerative Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
- Division of Nephrology, Department of Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
- Kidney Research Institute, University of Washington School of Medicine, Seattle, WA, 98109, USA
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA, 98109, USA
| | - Jesse D. Bloom
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, 98195, USA
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
- Department of Genome Sciences, University of Washington, Seattle, WA, 98195, USA
| | - Hannele Ruohola-Baker
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Stem Cell and Regenerative Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
- Oral Health Sciences, School of Dentistry, University of Washington, Seattle, WA, 98195, USA
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA
| | - Sean P. J. Whelan
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Lance Stewart
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Michael S. Diamond
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Pathology & Immunology, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Andrew M. and Jane M. Bursky Center for Human Immunology and Immunotherapy Programs, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, 98195, USA
| | - Michael C. Jewett
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, USA
- Chemistry of Life Processes Institute, Northwestern University, Evanston, IL, 60208, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, 60611, USA
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, 98195, USA
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33
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Grigoryan L, Lee A, Walls AC, Lai L, Franco B, Arunachalam PS, Feng Y, Luo W, Vanderheiden A, Floyd K, Wrenn S, Pettie D, Miranda MC, Kepl E, Ravichandran R, Sydeman C, Brunette N, Murphy M, Fiala B, Carter L, Coffman RL, Novack D, Kleanthous H, O’Hagan DT, van der Most R, McLellan JS, Suthar M, Veesler D, King NP, Pulendran B. Adjuvanting a subunit SARS-CoV-2 vaccine with clinically relevant adjuvants induces durable protection in mice. NPJ Vaccines 2022; 7:55. [PMID: 35606518 PMCID: PMC9126867 DOI: 10.1038/s41541-022-00472-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 02/03/2022] [Indexed: 01/27/2023] Open
Abstract
Adjuvants enhance the magnitude and the durability of the immune response to vaccines. However, there is a paucity of comparative studies on the nature of the immune responses stimulated by leading adjuvant candidates. In this study, we compared five clinically relevant adjuvants in mice-alum, AS03 (a squalene-based adjuvant supplemented with α-tocopherol), AS37 (a TLR7 ligand emulsified in alum), CpG1018 (a TLR9 ligand emulsified in alum), O/W 1849101 (a squalene-based adjuvant)-for their capacity to stimulate immune responses when combined with a subunit vaccine under clinical development. We found that all four of the adjuvant candidates surpassed alum with respect to their capacity to induce enhanced and durable antigen-specific antibody responses. The TLR-agonist-based adjuvants CpG1018 (TLR9) and AS37 (TLR7) induced Th1-skewed CD4+ T cell responses, while alum, O/W, and AS03 induced a balanced Th1/Th2 response. Consistent with this, adjuvants induced distinct patterns of early innate responses. Finally, vaccines adjuvanted with AS03, AS37, and CpG1018/alum-induced durable neutralizing-antibody responses and significant protection against the B.1.351 variant 7 months following immunization. These results, together with our recent results from an identical study in non-human primates (NHPs), provide a comparative benchmarking of five clinically relevant vaccine adjuvants for their capacity to stimulate immunity to a subunit vaccine, demonstrating the capacity of adjuvanted SARS-CoV-2 subunit vaccines to provide durable protection against the B.1.351 variant. Furthermore, these results reveal differences between the widely-used C57BL/6 mouse strain and NHP animal models, highlighting the importance of species selection for future vaccine and adjuvant studies.
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Affiliation(s)
- Lilit Grigoryan
- grid.168010.e0000000419368956Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford University, Stanford, CA USA
| | - Audrey Lee
- grid.168010.e0000000419368956Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford University, Stanford, CA USA
| | - Alexandra C. Walls
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA ,grid.34477.330000000122986657Present Address: Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195 USA
| | - Lilin Lai
- grid.189967.80000 0001 0941 6502Emory Vaccine Center, 954 Gatewood Road, Atlanta, GA 30329 USA
| | - Benjamin Franco
- Veterinary Service Center, Department of Comparative Medicine, Stanford, CA USA
| | - Prabhu S. Arunachalam
- grid.168010.e0000000419368956Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford University, Stanford, CA USA
| | - Yupeng Feng
- grid.168010.e0000000419368956Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford University, Stanford, CA USA
| | - Wei Luo
- grid.168010.e0000000419368956Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford University, Stanford, CA USA
| | - Abigail Vanderheiden
- grid.189967.80000 0001 0941 6502Emory Vaccine Center, 954 Gatewood Road, Atlanta, GA 30329 USA
| | - Katharine Floyd
- grid.189967.80000 0001 0941 6502Emory Vaccine Center, 954 Gatewood Road, Atlanta, GA 30329 USA
| | - Samuel Wrenn
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA
| | - Deleah Pettie
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA
| | - Marcos C. Miranda
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA
| | - Elizabeth Kepl
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA
| | - Rashmi Ravichandran
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA
| | - Claire Sydeman
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA
| | - Natalie Brunette
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA
| | - Michael Murphy
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA
| | - Brooke Fiala
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA
| | - Lauren Carter
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA
| | - Robert L. Coffman
- grid.418630.80000 0004 0409 1245Dynavax Technologies Corporation, Emeryville, CA USA
| | - David Novack
- grid.418630.80000 0004 0409 1245Dynavax Technologies Corporation, Emeryville, CA USA
| | - Harry Kleanthous
- grid.418309.70000 0000 8990 8592Bill and Melinda Gates Foundation, Seattle, WA 98102 USA
| | | | | | - Jason S. McLellan
- grid.55460.320000000121548364Department of Molecular Biosciences, University of Texas, Austin, TX USA
| | - Mehul Suthar
- grid.189967.80000 0001 0941 6502Emory Vaccine Center, 954 Gatewood Road, Atlanta, GA 30329 USA
| | - David Veesler
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA ,grid.34477.330000000122986657Present Address: Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195 USA
| | - Neil P. King
- grid.34477.330000000122986657Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA USA
| | - Bali Pulendran
- grid.168010.e0000000419368956Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford University, Stanford, CA USA ,grid.168010.e0000000419368956Department of Pathology, Stanford University School of Medicine, Stanford University, Stanford, CA USA ,grid.168010.e0000000419368956Department of Microbiology & Immunology, Stanford University School of Medicine, Stanford University, Stanford, CA USA
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Carter L, Yadav A, O'Neill S, O'Shea E. Extended length of stay and related costs associated with dementia in acute care hospitals in Ireland. Aging Ment Health 2022; 27:911-920. [PMID: 35603799 DOI: 10.1080/13607863.2022.2068128] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
OBJECTIVE To estimate the additional impact of dementia on in-patient length of stay (LOS) and related costs in Irish acute hospitals. Both principal and secondary diagnosis effects are estimated and valued. METHODS This is a cross-sectional study based on administrative data collected on all public hospital in-patient discharges in Ireland for people aged 65 years and older in 2019. Coarsened exact matching (CEM) was undertaken to account for observed confounders between dementia and non-dementia groups, while generalised linear modelling (GLM) was used to compare differences in LOS. RESULTS Patients with a principal diagnosis of dementia spent on average 17.5 (CI: 15.42, 19.56; p < .01) d longer in hospital than similar patients with no principal diagnosis of dementia. LOS was 6.7 (CI: 6.31, 7.14; p < .01) d longer for patients with a secondary diagnosis of dementia compared to similar patients with no secondary diagnosis of dementia. The additional annual cost of care for patients in hospitals with a secondary (principal) diagnosis of dementia was €62.0 million (€13.2 million). CONCLUSIONS This study highlights the economic impact of extended LOS for patients with dementia in Irish acute hospitals. Addressing specific dementia-related needs of people in hospital is likely to optimise resource use and decrease health care costs in acute care settings.
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Affiliation(s)
- L Carter
- Centre for Economic and Social Research on Dementia, Institute for Lifecourse and Society, National University of Ireland, Galway, Ireland
| | - A Yadav
- J.E. Cairnes School of Business and Economics, National University of Ireland, Galway, Ireland
| | - S O'Neill
- Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - E O'Shea
- Centre for Economic and Social Research on Dementia, Institute for Lifecourse and Society, National University of Ireland, Galway, Ireland
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Lee E, Yap T, Fontana E, Rosen E, Spigel D, Lheureux S, Mettu N, Carter L, Plummer R, Patel S, McDougall R, Papp R, May S, Nejad P, Ulanet D, Wainszelbaum M, Manley P, Koehler M, Fretland A, Højgaard M. 9P Preliminary population pharmacokinetic (popPK) co-variates and exposure response (ER) assessment of QT for RP-3500, a highly potent and specific inhibitor of ataxia telangiectasia and Rad3-related (ATR) protein kinase. Ann Oncol 2022. [DOI: 10.1016/j.annonc.2022.01.072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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36
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Carter L, Buitrago-Mogollon T, White B, Charles JR, Clark-Pounder J, Amador J, Jacobsmeyer A. eP091: Improving cytogenetic testing utilization in a tertiary care NICU through quality improvement. Genet Med 2022. [DOI: 10.1016/j.gim.2022.01.128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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37
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Chen JS, Chow RD, Song E, Mao T, Israelow B, Kamath K, Bozekowski J, Haynes WA, Filler RB, Menasche BL, Wei J, Alfajaro MM, Song W, Peng L, Carter L, Weinstein JS, Gowthaman U, Chen S, Craft J, Shon JC, Iwasaki A, Wilen CB, Eisenbarth SC. High-affinity, neutralizing antibodies to SARS-CoV-2 can be made without T follicular helper cells. Sci Immunol 2022; 7:eabl5652. [PMID: 34914544 PMCID: PMC8977051 DOI: 10.1126/sciimmunol.abl5652] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [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] [Indexed: 12/18/2022]
Abstract
T follicular helper (TFH) cells are the conventional drivers of protective, germinal center (GC)–based antiviral antibody responses. However, loss of TFH cells and GCs has been observed in patients with severe COVID-19. As T cell–B cell interactions and immunoglobulin class switching still occur in these patients, noncanonical pathways of antibody production may be operative during SARS-CoV-2 infection. We found that both TFH-dependent and -independent antibodies were induced against SARS-CoV-2 infection, SARS-CoV-2 vaccination, and influenza A virus infection. Although TFH-independent antibodies to SARS-CoV-2 had evidence of reduced somatic hypermutation, they were still high affinity, durable, and reactive against diverse spike-derived epitopes and were capable of neutralizing both homologous SARS-CoV-2 and the B.1.351 (beta) variant of concern. We found by epitope mapping and B cell receptor sequencing that TFH cells focused the B cell response, and therefore, in the absence of TFH cells, a more diverse clonal repertoire was maintained. These data support an alternative pathway for the induction of B cell responses during viral infection that enables effective, neutralizing antibody production to complement traditional GC-derived antibodies that might compensate for GCs damaged by viral inflammation.
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Affiliation(s)
- Jennifer S. Chen
- Department of Laboratory Medicine, Yale University School of Medicine; New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
| | - Ryan D. Chow
- Department of Genetics, Yale University School of Medicine; New Haven, CT, USA
- Systems Biology Institute, Yale University; West Haven, CT, USA
| | - Eric Song
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
| | - Tianyang Mao
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
| | - Benjamin Israelow
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
- Department of Internal Medicine, Section of Infectious Diseases, Yale University School of Medicine; New Haven, CT, USA
| | | | | | | | - Renata B. Filler
- Department of Laboratory Medicine, Yale University School of Medicine; New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
| | - Bridget L. Menasche
- Department of Laboratory Medicine, Yale University School of Medicine; New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
| | - Jin Wei
- Department of Laboratory Medicine, Yale University School of Medicine; New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
| | - Mia Madel Alfajaro
- Department of Laboratory Medicine, Yale University School of Medicine; New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
| | - Wenzhi Song
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
| | - Lei Peng
- Department of Genetics, Yale University School of Medicine; New Haven, CT, USA
- Systems Biology Institute, Yale University; West Haven, CT, USA
| | - Lauren Carter
- Institute for Protein Design, University of Washington; Seattle, WA, USA
| | - Jason S. Weinstein
- Center for Immunity and Inflammation, Rutgers New Jersey Medical School; Newark, NJ, USA
| | - Uthaman Gowthaman
- Deparment of Pathology, University of Massachusetts Medical School; Worcester, MA, USA
| | - Sidi Chen
- Department of Genetics, Yale University School of Medicine; New Haven, CT, USA
- Systems Biology Institute, Yale University; West Haven, CT, USA
| | - Joe Craft
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
| | | | - Akiko Iwasaki
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
- Howard Hughes Medical Institute; Chevy Chase, MD, USA
| | - Craig B. Wilen
- Department of Laboratory Medicine, Yale University School of Medicine; New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
| | - Stephanie C. Eisenbarth
- Department of Laboratory Medicine, Yale University School of Medicine; New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine; New Haven, CT, USA
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38
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Cagigi A, Yu M, Österberg B, Svensson J, Falck-Jones S, Vangeti S, Åhlberg E, Azizmohammadi L, Warnqvist A, Falck-Jones R, Gubisch PC, Ödemis M, Ghafoor F, Eisele M, Lenart K, Bell M, Johansson N, Albert J, Sälde J, Pettie DD, Murphy MP, Carter L, King NP, Ols S, Normark J, Ahlm C, Forsell MN, Färnert A, Loré K, Smed-Sörensen A. Airway antibodies emerge according to COVID-19 severity and wane rapidly but reappear after SARS-CoV-2 vaccination. JCI Insight 2021; 6:e151463. [PMID: 34665783 PMCID: PMC8663786 DOI: 10.1172/jci.insight.151463] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 10/06/2021] [Indexed: 12/14/2022] Open
Abstract
Understanding the presence and durability of antibodies against SARS-CoV-2 in the airways is required to provide insights into the ability of individuals to neutralize the virus locally and prevent viral spread. Here, we longitudinally assessed both systemic and airway immune responses upon SARS-CoV-2 infection in a clinically well-characterized cohort of 147 infected individuals representing the full spectrum of COVID-19 severity, from asymptomatic infection to fatal disease. In addition, we evaluated how SARS-CoV-2 vaccination influenced the antibody responses in a subset of these individuals during convalescence as compared with naive individuals. Not only systemic but also airway antibody responses correlated with the degree of COVID-19 disease severity. However, although systemic IgG levels were durable for up to 8 months, airway IgG and IgA declined significantly within 3 months. After vaccination, there was an increase in both systemic and airway antibodies, in particular IgG, often exceeding the levels found during acute disease. In contrast, naive individuals showed low airway antibodies after vaccination. In the former COVID-19 patients, airway antibody levels were significantly elevated after the boost vaccination, highlighting the importance of prime and boost vaccinations for previously infected individuals to obtain optimal mucosal protection.
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Affiliation(s)
- Alberto Cagigi
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Meng Yu
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Björn Österberg
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Julia Svensson
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Sara Falck-Jones
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Sindhu Vangeti
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Eric Åhlberg
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Lida Azizmohammadi
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Anna Warnqvist
- Unit of Biostatistics, Institute of Environmental Medicine, and
| | - Ryan Falck-Jones
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
- Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden
| | - Pia C. Gubisch
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Mert Ödemis
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Farangies Ghafoor
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Mona Eisele
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Klara Lenart
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Max Bell
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
- Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden
| | - Niclas Johansson
- Division of Infectious Diseases, Department of Medicine Solna, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Infectious Diseases, Karolinska University Hospital Solna, Stockholm, Sweden
| | - Jan Albert
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- Division of Clinical Microbiology, Karolinska University Laboratory, and
| | - Jörgen Sälde
- Närakut SLSO, Karolinska University Hospital Solna, Stockholm, Sweden
| | - Deleah D. Pettie
- Department of Biochemistry and
- Institute for Protein Design, University of Washington, Seattle, Washington, USA
| | - Michael P. Murphy
- Department of Biochemistry and
- Institute for Protein Design, University of Washington, Seattle, Washington, USA
| | - Lauren Carter
- Department of Biochemistry and
- Institute for Protein Design, University of Washington, Seattle, Washington, USA
| | - Neil P. King
- Department of Biochemistry and
- Institute for Protein Design, University of Washington, Seattle, Washington, USA
| | - Sebastian Ols
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Johan Normark
- Section of Infection and Immunology, Department of Clinical Microbiology, Umeå University, Umeå, Sweden
| | - Clas Ahlm
- Section of Infection and Immunology, Department of Clinical Microbiology, Umeå University, Umeå, Sweden
| | - Mattias N. Forsell
- Section of Infection and Immunology, Department of Clinical Microbiology, Umeå University, Umeå, Sweden
| | - Anna Färnert
- Division of Infectious Diseases, Department of Medicine Solna, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Infectious Diseases, Karolinska University Hospital Solna, Stockholm, Sweden
| | - Karin Loré
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Anna Smed-Sörensen
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
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McCallum M, Walls AC, Sprouse KR, Bowen JE, Rosen LE, Dang HV, De Marco A, Franko N, Tilles SW, Logue J, Miranda MC, Ahlrichs M, Carter L, Snell G, Pizzuto MS, Chu HY, Van Voorhis WC, Corti D, Veesler D. Molecular basis of immune evasion by the Delta and Kappa SARS-CoV-2 variants. Science 2021; 374:1621-1626. [PMID: 34751595 DOI: 10.1126/science.abl8506] [Citation(s) in RCA: 168] [Impact Index Per Article: 56.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Matthew McCallum
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Alexandra C Walls
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Kaitlin R Sprouse
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - John E Bowen
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | | | - Ha V Dang
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Anna De Marco
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Nicholas Franko
- Division of Allergy and Infectious Diseases, University of Washington, Seattle, WA 98195, USA
| | - Sasha W Tilles
- Center for Emerging and Re-emerging Infectious Diseases, Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Jennifer Logue
- Division of Allergy and Infectious Diseases, University of Washington, Seattle, WA 98195, USA
| | - Marcos C Miranda
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA.,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Margaret Ahlrichs
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA.,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA.,Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | | | | | - Helen Y Chu
- Division of Allergy and Infectious Diseases, University of Washington, Seattle, WA 98195, USA
| | - Wesley C Van Voorhis
- Center for Emerging and Re-emerging Infectious Diseases, Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA.,Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
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40
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Zhao YT, Fallas JA, Saini S, Ueda G, Somasundaram L, Zhou Z, Xavier Raj I, Xu C, Carter L, Wrenn S, Mathieu J, Sellers DL, Baker D, Ruohola-Baker H. F-domain valency determines outcome of signaling through the angiopoietin pathway. EMBO Rep 2021; 22:e53471. [PMID: 34698433 DOI: 10.15252/embr.202153471] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [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: 06/18/2021] [Revised: 09/09/2021] [Accepted: 09/16/2021] [Indexed: 12/14/2022] Open
Abstract
Angiopoietins 1 and 2 (Ang1 and Ang2) regulate angiogenesis through their similar F-domains by activating Tie2 receptors on endothelial cells. Despite the similarity in the underlying receptor-binding interaction, the two angiopoietins have opposite effects: Ang1 induces phosphorylation of AKT, strengthens cell-cell junctions, and enhances endothelial cell survival while Ang2 can antagonize these effects, depending on cellular context. To investigate the molecular basis for the opposing effects, we examined the phenotypes of a series of computationally designed protein scaffolds presenting the Ang1 F-domain in a wide range of valencies and geometries. We find two broad phenotypic classes distinguished by the number of presented F-domains: Scaffolds presenting 3 or 4 F-domains have Ang2-like activity, upregulating pFAK and pERK but not pAKT, while scaffolds presenting 6, 8, 12, 30, or 60 F-domains have Ang1-like activity, upregulating pAKT and inducing migration and vascular stability. The scaffolds with 6 or more F-domains display super-agonist activity, producing stronger phenotypes at lower concentrations than Ang1. Tie2 super-agonist nanoparticles reduced blood extravasation and improved blood-brain barrier integrity four days after a controlled cortical impact injury.
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Affiliation(s)
- Yan Ting Zhao
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA, USA.,Oral Health Sciences, School of Dentistry, University of Washington, Seattle, WA, USA
| | - Jorge A Fallas
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Shally Saini
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA, USA
| | - George Ueda
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Logeshwaran Somasundaram
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA, USA
| | - Ziben Zhou
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA, USA
| | - Infencia Xavier Raj
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA, USA
| | - Chunfu Xu
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Samuel Wrenn
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institute for Protein Design, University of Washington, Seattle, WA, USA
| | - Julie Mathieu
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA, USA.,Department of Comparative Medicine, University of Washington, Seattle, WA, USA
| | - Drew L Sellers
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA, USA.,Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institute for Protein Design, University of Washington, Seattle, WA, USA.,Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Hannele Ruohola-Baker
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA, USA.,Oral Health Sciences, School of Dentistry, University of Washington, Seattle, WA, USA.,Department of Bioengineering, University of Washington, Seattle, WA, USA
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41
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Walls AC, Miranda MC, Schäfer A, Pham MN, Greaney A, Arunachalam PS, Navarro MJ, Tortorici MA, Rogers K, O'Connor MA, Shirreff L, Ferrell DE, Bowen J, Brunette N, Kepl E, Zepeda SK, Starr T, Hsieh CL, Fiala B, Wrenn S, Pettie D, Sydeman C, Sprouse KR, Johnson M, Blackstone A, Ravichandran R, Ogohara C, Carter L, Tilles SW, Rappuoli R, Leist SR, Martinez DR, Clark M, Tisch R, O'Hagan DT, Van Der Most R, Van Voorhis WC, Corti D, McLellan JS, Kleanthous H, Sheahan TP, Smith KD, Fuller DH, Villinger F, Bloom J, Pulendran B, Baric RS, King NP, Veesler D. Elicitation of broadly protective sarbecovirus immunity by receptor-binding domain nanoparticle vaccines. Cell 2021; 184:5432-5447.e16. [PMID: 34619077 PMCID: PMC8440233 DOI: 10.1016/j.cell.2021.09.015] [Citation(s) in RCA: 109] [Impact Index Per Article: 36.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 06/18/2021] [Accepted: 09/09/2021] [Indexed: 12/24/2022]
Abstract
Understanding vaccine-elicited protection against SARS-CoV-2 variants and other sarbecoviruses is key for guiding public health policies. We show that a clinical stage multivalent SARS-CoV-2 spike receptor-binding domain nanoparticle (RBD-NP) vaccine protects mice from SARS-CoV-2 challenge after a single immunization, indicating a potential dose-sparing strategy. We benchmarked serum neutralizing activity elicited by RBD-NPs in non-human primates against a lead prefusion-stabilized SARS-CoV-2 spike (HexaPro) using a panel of circulating mutants. Polyclonal antibodies elicited by both vaccines are similarly resilient to many RBD residue substitutions tested, although mutations at and surrounding position 484 have negative consequences for neutralization. Mosaic and cocktail nanoparticle immunogens displaying multiple sarbecovirus RBDs elicit broad neutralizing activity in mice and protect mice against SARS-CoV challenge even in the absence of SARS-CoV RBD in the vaccine. This study provides proof of principle that multivalent sarbecovirus RBD-NPs induce heterotypic protection and motivates advancing such broadly protective sarbecovirus vaccines to the clinic.
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Affiliation(s)
- Alexandra C Walls
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Marcos C Miranda
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Alexandra Schäfer
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
| | - Minh N Pham
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Allison Greaney
- Basic Sciences and Computational Biology, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Department of Genome Sciences, University of Washington, Seattle, WA 98109, USA
| | - Prabhu S Arunachalam
- Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford University, Stanford, CA, USA
| | - Mary-Jane Navarro
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - M Alejandra Tortorici
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institut Pasteur and CNRS UMR 3569, Unité de Virologie Structurale, Paris, France
| | - Kenneth Rogers
- New Iberia Research Center and Department of Biology, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - Megan A O'Connor
- Washington National Primate Research Center, Seattle, WA 98121, USA; Department of Microbiology, University of Washington, Seattle, WA 98195, USA
| | - Lisa Shirreff
- New Iberia Research Center and Department of Biology, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - Douglas E Ferrell
- New Iberia Research Center and Department of Biology, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - John Bowen
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Natalie Brunette
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Elizabeth Kepl
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Samantha K Zepeda
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Tyler Starr
- Basic Sciences and Computational Biology, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Ching-Lin Hsieh
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX 78712, USA
| | - Brooke Fiala
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Samuel Wrenn
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Deleah Pettie
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Claire Sydeman
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Kaitlin R Sprouse
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Max Johnson
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Alyssa Blackstone
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Rashmi Ravichandran
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Cassandra Ogohara
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Sasha W Tilles
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington School of Medicine, Seattle, WA 98195, USA
| | | | - Sarah R Leist
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
| | - David R Martinez
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
| | - Matthew Clark
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
| | - Roland Tisch
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
| | | | | | - Wesley C Van Voorhis
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Jason S McLellan
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX 78712, USA
| | | | - Timothy P Sheahan
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
| | - Kelly D Smith
- UW Medicine Department of Laboratory Medicine and Pathology, Seattle, WA 98195, USA
| | - Deborah H Fuller
- Washington National Primate Research Center, Seattle, WA 98121, USA; Department of Microbiology, University of Washington, Seattle, WA 98195, USA
| | - Francois Villinger
- New Iberia Research Center and Department of Biology, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - Jesse Bloom
- Basic Sciences and Computational Biology, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Department of Genome Sciences, University of Washington, Seattle, WA 98109, USA
| | - Bali Pulendran
- Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford University, Stanford, CA, USA
| | - Ralph S Baric
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
| | - Neil P King
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA.
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA.
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42
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Jefferies C, Long L, Twigg J, Carter L. 1521 Oral Foregut Duplication Cyst in A Neonate: A Case Report and Review of The Literature. Br J Surg 2021. [DOI: 10.1093/bjs/znab259.385] [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: 11/14/2022]
Abstract
Abstract
A four-day-old neonate was referred to the Oral and Maxillofacial Surgery department by the Paediatric medical team regarding a cystic lesion associated with the child’s lingual frenulum. The lesion appeared to be affecting feeding causing a potential failure to thrive.
An MRI showed a 22 x 14 x 17 mm thin-walled oval cystic structure within the midline of the tongue/floor of the mouth. The decision was made with the family to surgically excise the lesion under a general anaesthetic. The histopathology results demonstrated the cyst to be lined with both gastric surface mucus cells and ciliated respiratory-type epithelium.
The patient was diagnosed with having an Oral Foregut Duplication Cyst (OFDC), also known as a lingual choristoma, enteric duplication cyst or heterotopic gastrointestinal cyst of the oral cavity. OFDCs are benign developmental anomalies that contain foregut derivatives. The cyst linings can contain gastrointestinal, respiratory, squamous or mixed cell types. There are only approximately 58 cases reported in the literature, demonstrating the rarity of these lesions.
OFDCs can be asymptomatic but in some neonates, they can present with difficulties feeding, swallowing and even has been shown to cause airway obstruction. If left in situ an OFDC can potentially go on to hinder speech development.
Although rare, OFDCs should be considered in a differential diagnosis of congenital oral lesions and in particular those of the anterior floor of mouth and tongue. With the use of pre-op imaging to help planning, surgical excision is both diagnostic and therapeutic.
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Affiliation(s)
- C Jefferies
- Leeds General Infirmary, Leeds, United Kingdom
| | - L Long
- Leeds General Infirmary, Leeds, United Kingdom
| | - J Twigg
- Leeds General Infirmary, Leeds, United Kingdom
| | - L Carter
- Leeds General Infirmary, Leeds, United Kingdom
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43
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Larsen SE, Berube BJ, Pecor T, Cross E, Brown BP, Williams BD, Johnson E, Qu P, Carter L, Wrenn S, Kepl E, Sydeman C, King NP, Baldwin SL, Coler RN. Qualification of ELISA and neutralization methodologies to measure SARS-CoV-2 humoral immunity using human clinical samples. J Immunol Methods 2021; 499:113160. [PMID: 34599915 PMCID: PMC8481082 DOI: 10.1016/j.jim.2021.113160] [Citation(s) in RCA: 3] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 09/20/2021] [Accepted: 09/24/2021] [Indexed: 12/15/2022]
Abstract
In response to the SARS-CoV-2 pandemic many vaccines have been developed and evaluated in human clinical trials. The humoral immune response magnitude, composition and efficacy of neutralizing SARS-CoV-2 are essential endpoints for these trials. Robust assays that are reproducibly precise, linear, and specific for SARS-CoV-2 antigens would be beneficial for the vaccine pipeline. In this work we describe the methodologies and clinical qualification of three SARS-CoV-2 endpoint assays. We developed and qualified Endpoint titer ELISAs for total IgG, IgG1, IgG3, IgG4, IgM and IgA to evaluate the magnitude of specific responses to the trimeric spike (S) antigen and total IgG specific to the spike receptor binding domain (RBD) of SARS-CoV-2. We also qualified a pseudovirus neutralization assay which evaluates functional antibody titers capable of inhibiting the entry and replication of a lentivirus containing the Spike antigen of SARS-CoV-2. To complete the suite of assays we qualified a plaque reduction neutralization test (PRNT) methodology using the 2019-nCoV/USA-WA1/2020 isolate of SARS-CoV-2 to assess neutralizing titers of antibodies in plasma from normal healthy donors and convalescent COVID-19 individuals. Precision, Linearity, and Specificity are essential for Clinical Assay Qualification. Vaccine or Infection-induced humoral response magnitude can be evaluated by high-throughput ELISAs. Neutralization of SARS-CoV-2 is the gold-standard for in vitro vaccine efficacy evaluations. ELISA, pseudovirus neutralization and PRNT assays are Clinically Qualified for SARS-CoV-2 vaccine trials. Positive WHO control sample of 250 ABU equals 4.7 EPT for total IgG against SARS-CoV-2 trimeric spike antigen in ELISAs.
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Affiliation(s)
- Sasha E Larsen
- Seattle Children's Research Institute, Center for Global Infectious Disease Research, Seattle, WA, United States of America
| | - Bryan J Berube
- Seattle Children's Research Institute, Center for Global Infectious Disease Research, Seattle, WA, United States of America; HDT BioCorp., Seattle, WA, United States of America
| | - Tiffany Pecor
- Seattle Children's Research Institute, Center for Global Infectious Disease Research, Seattle, WA, United States of America
| | - Evan Cross
- Seattle Children's Research Institute, Center for Global Infectious Disease Research, Seattle, WA, United States of America
| | - Bryan P Brown
- Seattle Children's Research Institute, Center for Global Infectious Disease Research, Seattle, WA, United States of America
| | - Brittany D Williams
- Seattle Children's Research Institute, Center for Global Infectious Disease Research, Seattle, WA, United States of America; Department of Global Health, University of Washington, Seattle, WA, United States of America
| | - Emma Johnson
- Seattle Children's Research Institute, Center for Global Infectious Disease Research, Seattle, WA, United States of America
| | - Pingping Qu
- Seattle Children's Research Institute, Biostatistics Epidemiology and Analytics in Research, Seattle, WA, United States of America
| | - Lauren Carter
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, United States of America
| | - Samuel Wrenn
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, United States of America
| | - Elizabeth Kepl
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, United States of America
| | - Claire Sydeman
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, United States of America
| | - Neil P King
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA 98195, United States of America
| | - Susan L Baldwin
- Seattle Children's Research Institute, Center for Global Infectious Disease Research, Seattle, WA, United States of America
| | - Rhea N Coler
- Seattle Children's Research Institute, Center for Global Infectious Disease Research, Seattle, WA, United States of America; Department of Global Health, University of Washington, Seattle, WA, United States of America; Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, United States of America.
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44
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Ortega Franco A, Adamson-Raieste A, Rahman R, Pihlak R, Peters N, Scott JA, Aruketty S, Thomson C, Dransfield S, Henshaw A, Ward A, Cutts T, Carter L, Thistlethwaite F, Cook N, Graham D, Stevenson J, Krebs M. 44P Value of comprehensive genomic profiling in pre-screening patients for NTRK fusion in STARTRK2 trial: Single centre experience. Ann Oncol 2021. [DOI: 10.1016/j.annonc.2021.08.2040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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45
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Carter L, O'Neill S, Austin PC, Keogh F, Pierce M, O'Shea E. Admission to long-stay residential care and mortality among people with and without dementia living at home but on the boundary of residential care: a competing risks survival analysis. Aging Ment Health 2021; 25:1869-1876. [PMID: 33317328 DOI: 10.1080/13607863.2020.1857698] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
BACKGROUND Health policy in many countries is underpinned by a commitment to support dependent older people to remain in their own home for as long as possible and practicable. This study explores factors affecting both admission to long-stay residential care (LSRC) and mortality among people with and without dementia who are currently living at home with intensive formal care support. METHODS This is a cross-sectional study based on administrative data collected on 429 dependent older people in Ireland, 269 of whom were people with dementia. A cause-specific hazard model was used to investigate the hazard of admission to LSRC, while accounting for mortality as a competing risk and vice versa. RESULTS Admission to LSRC was higher for people with dementia relative to people without and for those receiving lower amounts of informal care. The hazard of mortality was significantly higher for older people aged 85+, whereas it was lower for individuals with a medium level of dependency relative to those with high levels of dependency. The hazard of mortality was also influenced by the amount of informal care provision. CONCLUSION People with dementia are more likely to be admitted to LSRC than people without. Care for people with dementia needs to be more specialised and personal, and intensity of provision should not be equated to the number of care hours on offer. Informal care provision may help to prevent admission to LSRC. Advanced age, physical dependency and informal care provision affect mortality, raising interesting issues in relation to resource allocation.
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Affiliation(s)
- L Carter
- Centre for Economic and Social Research on Dementia, Institute for Lifecourse and Society, National University of Ireland, Galway, Ireland
| | - S O'Neill
- J.E. Cairnes School of Business and Economics, Upper Newcastle, National University of Ireland, Galway, Ireland
| | - Peter C Austin
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada. Institute of Health Management, Policy and Evaluation, University of Toronto, Toronto, Canada
| | - F Keogh
- Centre for Economic and Social Research on Dementia, Institute for Lifecourse and Society, National University of Ireland, Galway, Ireland
| | - M Pierce
- Faculty of Science and Health, Dublin City University, Dublin, Ireland
| | - E O'Shea
- Centre for Economic and Social Research on Dementia, Institute for Lifecourse and Society, National University of Ireland, Galway, Ireland
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46
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Dalvie NC, Rodriguez-Aponte SA, Hartwell BL, Tostanoski LH, Biedermann AM, Crowell LE, Kaur K, Kumru OS, Carter L, Yu J, Chang A, McMahan K, Courant T, Lebas C, Lemnios AA, Rodrigues KA, Silva M, Johnston RS, Naranjo CA, Tracey MK, Brady JR, Whittaker CA, Yun D, Brunette N, Wang JY, Walkey C, Fiala B, Kar S, Porto M, Lok M, Andersen H, Lewis MG, Love KR, Camp DL, Silverman JM, Kleanthous H, Joshi SB, Volkin DB, Dubois PM, Collin N, King NP, Barouch DH, Irvine DJ, Love JC. Engineered SARS-CoV-2 receptor binding domain improves manufacturability in yeast and immunogenicity in mice. Proc Natl Acad Sci U S A 2021; 118:e2106845118. [PMID: 34493582 PMCID: PMC8463846 DOI: 10.1073/pnas.2106845118] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [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: 08/24/2021] [Accepted: 07/21/2021] [Indexed: 12/11/2022] Open
Abstract
Global containment of COVID-19 still requires accessible and affordable vaccines for low- and middle-income countries (LMICs). Recently approved vaccines provide needed interventions, albeit at prices that may limit their global access. Subunit vaccines based on recombinant proteins are suited for large-volume microbial manufacturing to yield billions of doses annually, minimizing their manufacturing cost. These types of vaccines are well-established, proven interventions with multiple safe and efficacious commercial examples. Many vaccine candidates of this type for SARS-CoV-2 rely on sequences containing the receptor-binding domain (RBD), which mediates viral entry to cells via ACE2. Here we report an engineered sequence variant of RBD that exhibits high-yield manufacturability, high-affinity binding to ACE2, and enhanced immunogenicity after a single dose in mice compared to the Wuhan-Hu-1 variant used in current vaccines. Antibodies raised against the engineered protein exhibited heterotypic binding to the RBD from two recently reported SARS-CoV-2 variants of concern (501Y.V1/V2). Presentation of the engineered RBD on a designed virus-like particle (VLP) also reduced weight loss in hamsters upon viral challenge.
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Affiliation(s)
- Neil C Dalvie
- Department of Chemical Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Sergio A Rodriguez-Aponte
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Brittany L Hartwell
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
- Ragon Institute of Massachusetts General Hospital (MGH), MIT, Harvard, Cambridge, MA 02139
| | - Lisa H Tostanoski
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02115
| | - Andrew M Biedermann
- Department of Chemical Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Laura E Crowell
- Department of Chemical Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Kawaljit Kaur
- Department of Pharmaceutical Chemistry, Vaccine Analytics, and Formulation Center, University of Kansas, Lawrence, KS 66047
| | - Ozan S Kumru
- Department of Pharmaceutical Chemistry, Vaccine Analytics, and Formulation Center, University of Kansas, Lawrence, KS 66047
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA 98195
- Institute for Protein Design, University of Washington, Seattle, WA 98195
| | - Jingyou Yu
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02115
| | - Aiquan Chang
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02115
| | - Katherine McMahan
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02115
| | - Thomas Courant
- Vaccine Formulation Institute, 1228 Plan-Les-Ouates, Geneva, Switzerland
| | - Celia Lebas
- Vaccine Formulation Institute, 1228 Plan-Les-Ouates, Geneva, Switzerland
| | - Ashley A Lemnios
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Kristen A Rodrigues
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
- Ragon Institute of Massachusetts General Hospital (MGH), MIT, Harvard, Cambridge, MA 02139
- Harvard-MIT Health Sciences and Technology, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Murillo Silva
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Ryan S Johnston
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Christopher A Naranjo
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Mary Kate Tracey
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Joseph R Brady
- Department of Chemical Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Charles A Whittaker
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Dongsoo Yun
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Natalie Brunette
- Department of Biochemistry, University of Washington, Seattle, WA 98195
- Institute for Protein Design, University of Washington, Seattle, WA 98195
| | - Jing Yang Wang
- Department of Biochemistry, University of Washington, Seattle, WA 98195
- Institute for Protein Design, University of Washington, Seattle, WA 98195
| | - Carl Walkey
- Department of Biochemistry, University of Washington, Seattle, WA 98195
- Institute for Protein Design, University of Washington, Seattle, WA 98195
| | - Brooke Fiala
- Department of Biochemistry, University of Washington, Seattle, WA 98195
- Institute for Protein Design, University of Washington, Seattle, WA 98195
| | | | | | | | | | | | - Kerry R Love
- Department of Chemical Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Danielle L Camp
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | | | | | - Sangeeta B Joshi
- Department of Pharmaceutical Chemistry, Vaccine Analytics, and Formulation Center, University of Kansas, Lawrence, KS 66047
| | - David B Volkin
- Department of Pharmaceutical Chemistry, Vaccine Analytics, and Formulation Center, University of Kansas, Lawrence, KS 66047
| | - Patrice M Dubois
- Vaccine Formulation Institute, 1228 Plan-Les-Ouates, Geneva, Switzerland
| | - Nicolas Collin
- Vaccine Formulation Institute, 1228 Plan-Les-Ouates, Geneva, Switzerland
| | - Neil P King
- Department of Biochemistry, University of Washington, Seattle, WA 98195
- Institute for Protein Design, University of Washington, Seattle, WA 98195
| | - Dan H Barouch
- Ragon Institute of Massachusetts General Hospital (MGH), MIT, Harvard, Cambridge, MA 02139
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02115
- Massachusetts Consortium on Pathogen Readiness, Boston, MA 02115
| | - Darrell J Irvine
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139
- Ragon Institute of Massachusetts General Hospital (MGH), MIT, Harvard, Cambridge, MA 02139
- Howard Hughes Medical Institute, Chevy Chase, MD 20815
| | - J Christopher Love
- Department of Chemical Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139;
- The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
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47
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Jittla P, Graham D, Zhou C, Halliwell J, O'Reilly S, Aruketty S, Azizi A, Germetaki T, Lowe J, Little M, Punnett G, McMahon P, Benson L, Carter L, Krebs M, Thistlethwaite F, Yorke J, Cook N. 1493P An evaluation of the psychological impact of early phase clinical trials in cancer patients. Ann Oncol 2021. [DOI: 10.1016/j.annonc.2021.08.821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
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48
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Billy Graham Mariam N, Rahman R, Mistry H, Aruketty S, Adamson-Raieste A, Church M, Scott JA, Carter L, Thistlethwaite F, Krebs M, Cook N, Graham D. 1849P Ethnicity and socioeconomic deprivation in early phase clinical trials in a UK tertiary referral centre. Ann Oncol 2021. [DOI: 10.1016/j.annonc.2021.08.737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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49
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McCallum M, Walls AC, Sprouse KR, Bowen JE, Rosen L, Dang HV, deMarco A, Franko N, Tilles SW, Logue J, Miranda MC, Ahlrichs M, Carter L, Snell G, Pizzuto MS, Chu HY, Van Voorhis WC, Corti D, Veesler D. Molecular basis of immune evasion by the delta and kappa SARS-CoV-2 variants. bioRxiv 2021. [PMID: 34401880 DOI: 10.1101/2021.08.11.455956] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Worldwide SARS-CoV-2 transmission leads to the recurrent emergence of variants, such as the recently described B.1.617.1 (kappa), B.1.617.2 (delta) and B.1.617.2+ (delta+). The B.1.617.2 (delta) variant of concern is causing a new wave of infections in many countries, mostly affecting unvaccinated individuals, and has become globally dominant. We show that these variants dampen the in vitro potency of vaccine-elicited serum neutralizing antibodies and provide a structural framework for describing the impact of individual mutations on immune evasion. Mutations in the B.1.617.1 (kappa) and B.1.617.2 (delta) spike glycoproteins abrogate recognition by several monoclonal antibodies via alteration of key antigenic sites, including an unexpected remodeling of the B.1.617.2 (delta) N-terminal domain. The binding affinity of the B.1.617.1 (kappa) and B.1.617.2 (delta) receptor-binding domain for ACE2 is comparable to the ancestral virus whereas B.1.617.2+ (delta+) exhibits markedly reduced affinity. We describe a previously uncharacterized class of N-terminal domain-directed human neutralizing monoclonal antibodies cross-reacting with several variants of concern, revealing a possible target for vaccine development.
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50
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Hunt AC, Case JB, Park YJ, Cao L, Wu K, Walls AC, Liu Z, Bowen JE, Yeh HW, Saini S, Helms L, Zhao YT, Hsiang TY, Starr TN, Goreshnik I, Kozodoy L, Carter L, Ravichandran R, Green LB, Matochko WL, Thomson CA, Vögeli B, Krüger-Gericke A, VanBlargan LA, Chen RE, Ying B, Bailey AL, Kafai NM, Boyken S, Ljubetič A, Edman N, Ueda G, Chow C, Addetia A, Panpradist N, Gale M, Freedman BS, Lutz BR, Bloom JD, Ruohola-Baker H, Whelan SPJ, Stewart L, Diamond MS, Veesler D, Jewett MC, Baker D. Multivalent designed proteins protect against SARS-CoV-2 variants of concern. bioRxiv 2021:2021.07.07.451375. [PMID: 34268509 PMCID: PMC8282097 DOI: 10.1101/2021.07.07.451375] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Escape variants of SARS-CoV-2 are threatening to prolong the COVID-19 pandemic. To address this challenge, we developed multivalent protein-based minibinders as potential prophylactic and therapeutic agents. Homotrimers of single minibinders and fusions of three distinct minibinders were designed to geometrically match the SARS-CoV-2 spike (S) trimer architecture and were optimized by cell-free expression and found to exhibit virtually no measurable dissociation upon binding. Cryo-electron microscopy (cryoEM) showed that these trivalent minibinders engage all three receptor binding domains on a single S trimer. The top candidates neutralize SARS-CoV-2 variants of concern with IC 50 values in the low pM range, resist viral escape, and provide protection in highly vulnerable human ACE2-expressing transgenic mice, both prophylactically and therapeutically. Our integrated workflow promises to accelerate the design of mutationally resilient therapeutics for pandemic preparedness. ONE-SENTENCE SUMMARY We designed, developed, and characterized potent, trivalent miniprotein binders that provide prophylactic and therapeutic protection against emerging SARS-CoV-2 variants of concern.
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Affiliation(s)
- Andrew C. Hunt
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, USA
| | - James Brett Case
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Young-Jun Park
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
| | - Longxing Cao
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Kejia Wu
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Alexandra C. Walls
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
| | - Zhuoming Liu
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - John E. Bowen
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
| | - Hsien-Wei Yeh
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Shally Saini
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Stem Cell and Regenerative Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
| | - Louisa Helms
- Institute for Stem Cell and Regenerative Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
- Division of Nephrology and Kidney Research Institute, Department of Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
| | - Yan Ting Zhao
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Stem Cell and Regenerative Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
- Oral Health Sciences, School of Dentistry, University of Washington, Seattle, WA, 98195, USA
| | - Tien-Ying Hsiang
- Department of Immunology, Center for Innate Immunity and Immune Disease, University of Washington, Seattle, WA, 98195, USA
| | - Tyler N. Starr
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Inna Goreshnik
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Lisa Kozodoy
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Rashmi Ravichandran
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | | | | | | | - Bastain Vögeli
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, USA
| | - Antje Krüger-Gericke
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, USA
| | - Laura A. VanBlargan
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Rita E. Chen
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Pathology & Immunology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Baoling Ying
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Adam L. Bailey
- Department of Pathology & Immunology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Natasha M. Kafai
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Pathology & Immunology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Scott Boyken
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Ajasja Ljubetič
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Natasha Edman
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - George Ueda
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Cameron Chow
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Amin Addetia
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- The Molecular and Cellular Biology Program, University of Washington, Seattle, WA, 98195, USA
| | - Nuttada Panpradist
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA
| | - Michael Gale
- Department of Immunology, Center for Innate Immunity and Immune Disease, University of Washington, Seattle, WA, 98195, USA
| | - Benjamin S. Freedman
- Institute for Stem Cell and Regenerative Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
- Division of Nephrology and Kidney Research Institute, Department of Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
| | - Barry R. Lutz
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA
| | - Jesse D. Bloom
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, 98195, USA
- Department of Genome Sciences, University of Washington, Seattle, WA, 98195, USA
| | - Hannele Ruohola-Baker
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Stem Cell and Regenerative Medicine, University of Washington School of Medicine, Seattle, WA, 98109, USA
| | - Sean P. J. Whelan
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Lance Stewart
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Michael S. Diamond
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Pathology & Immunology, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Andrew M. and Jane M. Bursky Center for Human Immunology and Immunotherapy Programs, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
| | - Michael C. Jewett
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, USA
- Chemistry of Life Processes Institute, Northwestern University, Evanston, IL, 60208, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, 60611, USA
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, WA, 98195, USA
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