1
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Terada T, Morozumi T, Wada E, Sukegawa S. Two immune-based methods using immortalized porcine kidney macrophages for quantifying neutralizing activity against porcine reproductive and respiratory syndrome virus-2. J Virol Methods 2022; 303:114494. [PMID: 35181347 DOI: 10.1016/j.jviromet.2022.114494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 02/10/2022] [Accepted: 02/13/2022] [Indexed: 11/17/2022]
Abstract
Porcine reproductive and respiratory syndrome virus (PRRSV) causes a serious infectious disease in pigs in farms worldwide. Neutralizing antibody titer is an effective index for evaluating immunity to PRRSV; however, PRRSV has different neutralizing cross-reactivity between strains. Therefore, quantitative measurement of neutralizing antibody titers against field PRRSV strains would be required to evaluate whether neutralizing antibodies in pigs could possess neutralizing activity against individual or multiple strains. Immune-based methods, such as image cytometry (ICM) and cell-based enzyme-linked immune sorbent assay (ELISA), are quantitative and can be used to evaluate many samples. Using immortalized porcine kidney macrophages (IPKMs), which are highly susceptible to infection from field PRRSV-2 strains compared with other cell lines, immune-based methods could enable the evaluation of the neutralizing activity of porcine serum against field strains of PRRSV-2 that are difficult to isolate in conventional cells. In summary, we adapted two methods, namely ICM and cell-based ELISA, to IPKMs for quantitative neutralizing antibody titer measurements. Two immune-based methods using IPKMs are adequate for quantifying neutralizing activity of porcine serum against PRRSV-2, including field strains.
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Affiliation(s)
- Takumi Terada
- Research & Development Center, NH Foods Ltd., 3-3 Midorigahara, Tsukuba, Ibaraki, 300-2646, Japan
| | - Takeya Morozumi
- Research & Development Center, NH Foods Ltd., 3-3 Midorigahara, Tsukuba, Ibaraki, 300-2646, Japan.
| | - Emi Wada
- Research & Development Center, NH Foods Ltd., 3-3 Midorigahara, Tsukuba, Ibaraki, 300-2646, Japan
| | - Shin Sukegawa
- Research & Development Center, NH Foods Ltd., 3-3 Midorigahara, Tsukuba, Ibaraki, 300-2646, Japan
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3
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Pearson M, LaVoy A, Chan LLY, Dean GA. High-throughput viral microneutralization method for feline coronavirus using image cytometry. J Virol Methods 2020; 286:113979. [PMID: 32979406 PMCID: PMC7510446 DOI: 10.1016/j.jviromet.2020.113979] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 07/12/2020] [Accepted: 09/19/2020] [Indexed: 01/24/2023]
Abstract
There are no approved antiviral drugs or recommended vaccines for feline coronavirus infection. Plate-based image cytometry is used for high-throughput viral microneutralization assays. Image cytometry is faster and more sensitive than traditional plaque reduction neutralization tests. Cell seeding density, plate surface coating, virus concentration and incubation time, fluorescent labeling, and buffers were optimized. Cross-neutralization between FCoV type I and II viruses was not observed.
Feline coronaviruses (FCoV) are members of the alphacoronavirus genus that are further characterized by serotype (types I and II) based on the antigenicity of the spike (S) protein and by pathotype based on the associated clinical conditions. Feline enteric coronaviruses (FECV) are associated with the vast majority of infections and are typically asymptomatic. Within individual animals, FECV can mutate and cause a severe and usually fatal disease called feline infectious peritonitis (FIP), the leading infectious cause of death in domestic cat populations. There are no approved antiviral drugs or recommended vaccines to treat or prevent FCoV infection. The plaque reduction neutralization test (PRNT) traditionally employed to assess immune responses and to screen therapeutic and vaccine candidates is time-consuming, low-throughput, and typically requires 2–3 days for the formation and manual counting of cytolytic plaques. Host cells are capable of carrying heavy viral burden in the absence of visible cytolytic effects, thereby reducing the sensitivity of the assay. In addition, operator-to-operator variation can generate uncertainty in the results and digital records are not automatically created. To address these challenges we developed a novel high-throughput viral microneutralization assay, with quantification of virus-infected cells performed in a plate-based image cytometer. Host cell seeding density, microplate surface coating, virus concentration and incubation time, wash buffer and fluorescent labeling were optimized. Subsequently, this FCoV viral neutralization assay was used to explore immune correlates of protection using plasma from naturally FECV-infected cats. We demonstrate that the high-throughput viral neutralization assay using the Celigo Image Cytometer provides a robust and efficient method for the rapid screening of therapeutic antibodies, antiviral compounds, and vaccines. This method can be applied to various viral infectious diseases to accelerate vaccine and antiviral drug discovery and development.
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Affiliation(s)
- Morgan Pearson
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, 80523, United States
| | - Alora LaVoy
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, 80523, United States
| | - Leo Li-Ying Chan
- Department of Advanced Technology R&D, Nexcelom Bioscience LLC, Lawrence, MA, 01843, United States.
| | - Gregg A Dean
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, 80523, United States
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4
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Maldini CR, Love AC, Tosh KW, Chan LLY, Gayout K, Smith T, Riley JL. Characterization of CAR T cell expansion and cytotoxic potential during Ex Vivo manufacturing using image-based cytometry. J Immunol Methods 2020; 484-485:112830. [PMID: 32745474 PMCID: PMC7487036 DOI: 10.1016/j.jim.2020.112830] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 06/24/2020] [Accepted: 07/27/2020] [Indexed: 10/23/2022]
Abstract
Since the FDA approval of two Chimeric Antigen Receptor (CAR) T cell therapies against CD19+ malignancies, there has been significant interest in adapting CAR technology to other diseases. As such, the ability to simultaneously monitor manufacturing criteria and functional characteristics of multiple CAR T cell products by a single instrument would likely accelerate the development of candidate therapies. Here, we demonstrate that image-based cytometry yields high-throughput measurements of CAR T cell proliferation and size, and captures the kinetics of in vitro antigen-specific CAR T cell-mediated killing. The data acquired and analyzed by the image cytometer are congruent with results derived from conventional technologies when tested contemporaneously. Moreover, the use of bright-field and fluorescence microscopy by the image cytometer provides kinetic measurements and rapid data acquisition, which are direct advantages over industry standard instruments. Together, image cytometry enables fast, reproducible measurements of CAR T cell manufacturing criteria and effector function, which can greatly facilitate the evaluation of novel CARs with therapeutic potential.
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Affiliation(s)
- Colby R Maldini
- Department of Microbiology, Center for Cellular Immunotherapies, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Andrea C Love
- Department of Technology R&D, Nexcelom Bioscience LLC, Lawrence, MA 01843, USA
| | - Kevin W Tosh
- Department of Microbiology, Center for Cellular Immunotherapies, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Leo Li-Ying Chan
- Department of Technology R&D, Nexcelom Bioscience LLC, Lawrence, MA 01843, USA
| | - Kevin Gayout
- Department of Microbiology, Center for Cellular Immunotherapies, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Tim Smith
- Department of Technology R&D, Nexcelom Bioscience LLC, Lawrence, MA 01843, USA
| | - James L Riley
- Department of Microbiology, Center for Cellular Immunotherapies, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
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5
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Smith TRF, Patel A, Ramos S, Elwood D, Zhu X, Yan J, Gary EN, Walker SN, Schultheis K, Purwar M, Xu Z, Walters J, Bhojnagarwala P, Yang M, Chokkalingam N, Pezzoli P, Parzych E, Reuschel EL, Doan A, Tursi N, Vasquez M, Choi J, Tello-Ruiz E, Maricic I, Bah MA, Wu Y, Amante D, Park DH, Dia Y, Ali AR, Zaidi FI, Generotti A, Kim KY, Herring TA, Reeder S, Andrade VM, Buttigieg K, Zhao G, Wu JM, Li D, Bao L, Liu J, Deng W, Qin C, Brown AS, Khoshnejad M, Wang N, Chu J, Wrapp D, McLellan JS, Muthumani K, Wang B, Carroll MW, Kim JJ, Boyer J, Kulp DW, Humeau LMPF, Weiner DB, Broderick KE. Immunogenicity of a DNA vaccine candidate for COVID-19. Nat Commun 2020; 11:2601. [PMID: 32433465 PMCID: PMC7239918 DOI: 10.1038/s41467-020-16505-0] [Citation(s) in RCA: 424] [Impact Index Per Article: 106.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 05/08/2020] [Indexed: 01/07/2023] Open
Abstract
The coronavirus family member, SARS-CoV-2 has been identified as the causal agent for the pandemic viral pneumonia disease, COVID-19. At this time, no vaccine is available to control further dissemination of the disease. We have previously engineered a synthetic DNA vaccine targeting the MERS coronavirus Spike (S) protein, the major surface antigen of coronaviruses, which is currently in clinical study. Here we build on this prior experience to generate a synthetic DNA-based vaccine candidate targeting SARS-CoV-2 S protein. The engineered construct, INO-4800, results in robust expression of the S protein in vitro. Following immunization of mice and guinea pigs with INO-4800 we measure antigen-specific T cell responses, functional antibodies which neutralize the SARS-CoV-2 infection and block Spike protein binding to the ACE2 receptor, and biodistribution of SARS-CoV-2 targeting antibodies to the lungs. This preliminary dataset identifies INO-4800 as a potential COVID-19 vaccine candidate, supporting further translational study.
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Affiliation(s)
- Trevor R. F. Smith
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Ami Patel
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Stephanie Ramos
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Dustin Elwood
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Xizhou Zhu
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Jian Yan
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Ebony N. Gary
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Susanne N. Walker
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Katherine Schultheis
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Mansi Purwar
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Ziyang Xu
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Jewell Walters
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Pratik Bhojnagarwala
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Maria Yang
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Neethu Chokkalingam
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Patrick Pezzoli
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Elizabeth Parzych
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Emma L. Reuschel
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Arthur Doan
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Nicholas Tursi
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Miguel Vasquez
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Jihae Choi
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Edgar Tello-Ruiz
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Igor Maricic
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Mamadou A. Bah
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Yuanhan Wu
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Dinah Amante
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Daniel H. Park
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Yaya Dia
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Ali Raza Ali
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Faraz I. Zaidi
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Alison Generotti
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Kevin Y. Kim
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Timothy A. Herring
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Sophia Reeder
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Viviane M. Andrade
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Karen Buttigieg
- 0000 0004 5909 016Xgrid.271308.fNational Infection Service, Public Health England, Porton Down, Wiltshire, UK
| | - Gan Zhao
- Advaccine (Suzhou) Biopharmaceuticals Co., Ltd, Suzhou, China
| | - Jiun-Ming Wu
- Advaccine (Suzhou) Biopharmaceuticals Co., Ltd, Suzhou, China
| | - Dan Li
- 0000 0001 0125 2443grid.8547.eKey Laboratory of Medical Molecular Virology of MOH and MOE and Department of Medical Microbiology and Parasitology, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Linlin Bao
- 0000 0001 0125 2443grid.8547.eKey Laboratory of Medical Molecular Virology of MOH and MOE and Department of Medical Microbiology and Parasitology, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Jiangning Liu
- 0000 0001 0125 2443grid.8547.eKey Laboratory of Medical Molecular Virology of MOH and MOE and Department of Medical Microbiology and Parasitology, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Wei Deng
- 0000 0001 0125 2443grid.8547.eKey Laboratory of Medical Molecular Virology of MOH and MOE and Department of Medical Microbiology and Parasitology, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Chuan Qin
- 0000 0001 0125 2443grid.8547.eKey Laboratory of Medical Molecular Virology of MOH and MOE and Department of Medical Microbiology and Parasitology, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Ami Shah Brown
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Makan Khoshnejad
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Nianshuang Wang
- 0000 0004 1936 9924grid.89336.37Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX 78712 USA
| | - Jacqueline Chu
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Daniel Wrapp
- 0000 0004 1936 9924grid.89336.37Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX 78712 USA
| | - Jason S. McLellan
- 0000 0004 1936 9924grid.89336.37Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX 78712 USA
| | - Kar Muthumani
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Bin Wang
- 0000 0001 0125 2443grid.8547.eKey Laboratory of Medical Molecular Virology of MOH and MOE and Department of Medical Microbiology and Parasitology, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Miles W. Carroll
- 0000 0004 5909 016Xgrid.271308.fNational Infection Service, Public Health England, Porton Down, Wiltshire, UK
| | - J. Joseph Kim
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Jean Boyer
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - Daniel W. Kulp
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Laurent M. P. F. Humeau
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
| | - David B. Weiner
- 0000 0001 1956 6678grid.251075.4Vaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104 USA
| | - Kate E. Broderick
- 0000 0004 0417 098Xgrid.421774.3Inovio Pharmaceuticals, Plymouth Meeting, Philadelphia, PA 19462 USA
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8
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Wang N, Rosen O, Wang L, Turner HL, Stevens LJ, Corbett KS, Bowman CA, Pallesen J, Shi W, Zhang Y, Leung K, Kirchdoerfer RN, Becker MM, Denison MR, Chappell JD, Ward AB, Graham BS, McLellan JS. Structural Definition of a Neutralization-Sensitive Epitope on the MERS-CoV S1-NTD. Cell Rep 2019; 28:3395-3405.e6. [PMID: 31553909 PMCID: PMC6935267 DOI: 10.1016/j.celrep.2019.08.052] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Revised: 06/06/2019] [Accepted: 08/16/2019] [Indexed: 12/13/2022] Open
Abstract
Middle East respiratory syndrome coronavirus (MERS-CoV) emerged into the human population in 2012 and has caused substantial morbidity and mortality. Potently neutralizing antibodies targeting the receptor-binding domain (RBD) on MERS-CoV spike (S) protein have been characterized, but much less is known about antibodies targeting non-RBD epitopes. Here, we report the structural and functional characterization of G2, a neutralizing antibody targeting the MERS-CoV S1 N-terminal domain (S1-NTD). Structures of G2 alone and in complex with the MERS-CoV S1-NTD define a site of vulnerability comprising two loops, each of which contain a residue mutated in G2-escape variants. Cell-surface binding studies and in vitro competition experiments demonstrate that G2 strongly disrupts the attachment of MERS-CoV S to its receptor, dipeptidyl peptidase-4 (DPP4), with the inhibition requiring the native trimeric S conformation. These results advance our understanding of antibody-mediated neutralization of coronaviruses and should facilitate the development of immunotherapeutics and vaccines against MERS-CoV.
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Affiliation(s)
- Nianshuang Wang
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX 78712, USA
| | - Osnat Rosen
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD 20892, USA
| | - Lingshu Wang
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD 20892, USA
| | - Hannah L Turner
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Laura J Stevens
- Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Kizzmekia S Corbett
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD 20892, USA
| | - Charles A Bowman
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Jesper Pallesen
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Wei Shi
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD 20892, USA
| | - Yi Zhang
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD 20892, USA
| | - Kwanyee Leung
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD 20892, USA
| | - Robert N Kirchdoerfer
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Michelle M Becker
- Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Mark R Denison
- Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - James D Chappell
- Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Andrew B Ward
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Barney S Graham
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD 20892, USA
| | - Jason S McLellan
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX 78712, USA.
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