1
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Clegg LE, Stepanov O, Matthews S, White T, Seegobin S, Thomas S, Tuffy KM, Någård M, Esser MT, Streicher K, Cohen TS, Aksyuk AA. Serum AZD7442 (tixagevimab-cilgavimab) concentrations and in vitroIC 50 values predict SARS-CoV-2 neutralising antibody titres. Clin Transl Immunology 2024; 13:e1517. [PMID: 38873124 PMCID: PMC11175839 DOI: 10.1002/cti2.1517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/17/2024] [Accepted: 05/20/2024] [Indexed: 06/15/2024] Open
Abstract
Objectives The evolution of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) necessitates rapid methods for assessing monoclonal antibody (mAb) potency against emerging variants. Authentic virus neutralisation assays are considered the gold standard for measuring virus-neutralising antibody (nAb) titres in serum. However, authentic virus-based assays pose inherent practical challenges for measuring nAb titres against emerging SARS-CoV-2 variants (e.g. storing infectious viruses and testing at biosafety level-3 facilities). Here, we demonstrate the utility of pseudovirus neutralisation assay data in conjunction with serum mAb concentrations to robustly predict nAb titres in serum. Methods SARS-CoV-2 nAb titres were determined via authentic- and lentiviral pseudovirus-based neutralisation assays using serological data from three AZD7442 (tixagevimab-cilgavimab) studies: PROVENT (NCT04625725), TACKLE (NCT04723394) and a phase 1 dose-ranging study (NCT04507256). AZD7442 serum concentrations were assessed using immunocapture. Serum-based half-maximal inhibitory concentration (IC50) values were derived from pseudovirus nAb titres and serum mAb concentrations, and compared with in vitro IC50 measurements. Results nAb titres measured via authentic- and lentiviral pseudovirus-based neutralisation assays were strongly correlated for the ancestral SARS-CoV-2 virus and SARS-CoV-2 Alpha. Serum AZD7442 concentrations and pseudovirus nAb titres were strongly correlated for multiple SARS-CoV-2 variants with all Spearman correlation coefficients ≥ 0.78. Serum-based IC50 values were similar to in vitro IC50 values for AZD7442, for ancestral SARS-CoV-2 and Alpha, Delta, Omicron BA.2 and Omicron BA.4/5 variants. Conclusions These data highlight that serum mAb concentrations and pseudovirus in vitro IC50 values can be used to rapidly predict nAb titres in serum for emerging and historical SARS-CoV-2 variants.
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Affiliation(s)
- Lindsay E Clegg
- Clinical Pharmacology and Quantitative Pharmacology, Clinical Pharmacology and Safety Sciences, R&DAstraZenecaGaithersburgMDUSA
| | - Oleg Stepanov
- Clinical Pharmacology and Quantitative Pharmacology, Clinical Pharmacology and Safety Sciences, R&DAstraZenecaCambridgeUK
| | - Sam Matthews
- Biometrics, Vaccines & Immune Therapies, BioPharmaceuticals R&DAstraZenecaCambridgeUK
| | - Tom White
- Biometrics, Vaccines & Immune Therapies, BioPharmaceuticals R&DAstraZenecaCambridgeUK
| | - Seth Seegobin
- Biometrics, Vaccines & Immune Therapies, BioPharmaceuticals R&DAstraZenecaCambridgeUK
| | - Steven Thomas
- Biometrics, Vaccines & Immune Therapies, BioPharmaceuticals R&DAstraZenecaDurhamNCUSA
| | - Kevin M Tuffy
- Translational Medicine, Vaccines & Immune Therapies, BioPharmaceuticals R&DAstraZenecaGaithersburgMDUSA
| | - Mats Någård
- Clinical Pharmacology and Quantitative Pharmacology, Clinical Pharmacology and Safety Sciences, R&DAstraZenecaGaithersburgMDUSA
| | - Mark T Esser
- Vaccines & Immune Therapies, BioPharmaceuticals R&DAstraZenecaGaithersburgMDUSA
| | - Katie Streicher
- Translational Medicine, Vaccines & Immune Therapies, BioPharmaceuticals R&DAstraZenecaGaithersburgMDUSA
| | - Taylor S Cohen
- Vaccines & Immune Therapies, BioPharmaceuticals R&DAstraZenecaGaithersburgMDUSA
| | - Anastasia A Aksyuk
- Translational Medicine, Vaccines & Immune Therapies, BioPharmaceuticals R&DAstraZenecaGaithersburgMDUSA
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3
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Williamson BD, Magaret CA, Karuna S, Carpp LN, Gelderblom HC, Huang Y, Benkeser D, Gilbert PB. Application of the SLAPNAP statistical learning tool to broadly neutralizing antibody HIV prevention research. iScience 2023; 26:107595. [PMID: 37654470 PMCID: PMC10466901 DOI: 10.1016/j.isci.2023.107595] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 07/05/2023] [Accepted: 08/07/2023] [Indexed: 09/02/2023] Open
Abstract
Combination monoclonal broadly neutralizing antibody (bnAb) regimens are in clinical development for HIV prevention, necessitating additional knowledge of bnAb neutralization potency/breadth against circulating viruses. Williamson et al. (2021) described a software tool, Super LeArner Prediction of NAb Panels (SLAPNAP), with application to any HIV bnAb regimen with sufficient neutralization data against a set of viruses in the Los Alamos National Laboratory's Compile, Neutralize, and Tally Nab Panels repository. SLAPNAP produces a proteomic antibody resistance (PAR) score for Env sequences based on predicted neutralization resistance and estimates variable importance of Env amino acid features. We apply SLAPNAP to compare HIV bnAb regimens undergoing clinical testing, finding improved power for downstream sieve analyses and increased precision for comparing neutralization potency/breadth of bnAb regimens due to the inclusion of PAR scores of Env sequences with much larger sample sizes available than for neutralization outcomes. SLAPNAP substantially improves bnAb regimen characterization, ranking, and down-selection.
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Affiliation(s)
- Brian D. Williamson
- Biostatistics Division; Kaiser Permanente Washington Health Research Institute, Seattle, WA 98101, USA
- Vaccine and Infectious Disease Division; Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Craig A. Magaret
- Vaccine and Infectious Disease Division; Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Shelly Karuna
- Vaccine and Infectious Disease Division; Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
- GreenLight Biosciences, Medford, MA 02155, USA
| | - Lindsay N. Carpp
- Vaccine and Infectious Disease Division; Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Huub C. Gelderblom
- Vaccine and Infectious Disease Division; Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Yunda Huang
- Vaccine and Infectious Disease Division; Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
- Department of Global Health; University of Washington, Seattle, WA 98105, USA
| | - David Benkeser
- Department of Biostatistics and Bioinformatics; Emory University, Atlanta, GA 30322, USA
| | - Peter B. Gilbert
- Vaccine and Infectious Disease Division; Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
- Department of Biostatistics; University of Washington, Seattle, WA 98195, USA
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4
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Huang Y, Zhang L, Eaton A, Mkhize NN, Carpp LN, Rudnicki E, DeCamp A, Juraska M, Randhawa A, McDermott A, Ledgerwood J, Andrew P, Karuna S, Edupuganti S, Mgodi N, Cohen M, Corey L, Mascola J, Gilbert PB, Morris L, Montefiori DC. Prediction of serum HIV-1 neutralization titers of VRC01 in HIV-uninfected Antibody Mediated Prevention (AMP) trial participants. Hum Vaccin Immunother 2022; 18:1908030. [PMID: 34213402 PMCID: PMC8928800 DOI: 10.1080/21645515.2021.1908030] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 01/06/2021] [Accepted: 01/27/2021] [Indexed: 12/29/2022] Open
Abstract
VRC01 is being evaluated in the AMP efficacy trials, the first assessment of a passively administered broadly neutralizing monoclonal antibody (bnAb) for HIV-1 prevention. A key analysis will assess serum VRC01-mediated neutralization as a potential correlate of protection. To prepare for this analysis, we conducted a pilot study where we measured longitudinal VRC01 serum concentrations and serum VRC01-mediated neutralization in 47 and 31 HIV-1 uninfected AMP participants, respectively. We applied four different statistical approaches to predict serum VRC01-mediated neutralization titer against Env-pseudotyped viruses, including breakthrough viruses isolated from AMP placebo recipients who became HIV-1 infected during the trial, using VRC01 serum concentration and neutralization potency (IC50 or IC80) of the VRC01 clinical lot against the same virus. Approaches 3 and 4, which utilized pharmacokinetics/pharmacodynamics joint modeling of concentration and neutralization titer, generally performed the best or comparably to Approaches 1 and 2, which, respectively, utilized only measured and model-predicted concentration. For prediction of ID80 titers against breakthrough viruses, Approaches 1 and 2 rendered comparable performance to Approaches 3 and 4, and could be reasonable approaches to adopt in practice as they entail reduced assay cost and less complicated statistical analysis. Our results may be applied to future studies of other bnAbs and bnAb combinations to maximize resource efficiency in serum neutralization titer measurement.
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Affiliation(s)
- Yunda Huang
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | - Lily Zhang
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Amanda Eaton
- Duke Human Vaccine Institute, Department of Surgery, Duke University, Durham, North Carolina, USA
| | | | - Lindsay N. Carpp
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Erika Rudnicki
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Allan DeCamp
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Michal Juraska
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - April Randhawa
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Adrian McDermott
- Vaccine Research Center (VRC), National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Julie Ledgerwood
- Vaccine Research Center (VRC), National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Philip Andrew
- Family Health International, Durham, North Carolina, USA
| | - Shelly Karuna
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Srilatha Edupuganti
- Division of Infectious Diseases, Department of Medicine, Emory University, Decatur, Georgia, USA
| | - Nyaradzo Mgodi
- Clinical Trials Research Centre, University of Zimbabwe College of Health Sciences, Harare, Zimbabwe
| | - Myron Cohen
- Department of Medicine, Division of Infectious Diseases, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
- Institute for Global Health and Infectious Diseases, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Lawrence Corey
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- Departments of Medicine and Laboratory Medicine, University of Washington, Seattle, Washington, USA
| | - John Mascola
- Vaccine Research Center (VRC), National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Peter B. Gilbert
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- Department of Biostatistics, University of Washington, Seattle, Washington, USA
| | - Lynn Morris
- National Institute for Communicable Diseases, Johannesburg, South Africa
| | - David C. Montefiori
- Duke Human Vaccine Institute, Department of Surgery, Duke University, Durham, North Carolina, USA
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5
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Gilbert PB, Huang Y, deCamp AC, Karuna S, Zhang Y, Magaret CA, Giorgi EE, Korber B, Edlefsen PT, Rossenkhan R, Juraska M, Rudnicki E, Kochar N, Huang Y, Carpp LN, Barouch DH, Mkhize NN, Hermanus T, Kgagudi P, Bekker V, Kaldine H, Mapengo RE, Eaton A, Domin E, West C, Feng W, Tang H, Seaton KE, Heptinstall J, Brackett C, Chiong K, Tomaras GD, Andrew P, Mayer BT, Reeves DB, Sobieszczyk ME, Garrett N, Sanchez J, Gay C, Makhema J, Williamson C, Mullins JI, Hural J, Cohen MS, Corey L, Montefiori DC, Morris L. Neutralization titer biomarker for antibody-mediated prevention of HIV-1 acquisition. Nat Med 2022; 28:1924-1932. [PMID: 35995954 PMCID: PMC9499869 DOI: 10.1038/s41591-022-01953-6] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 07/14/2022] [Indexed: 01/28/2023]
Abstract
The Antibody Mediated Prevention trials showed that the broadly neutralizing antibody (bnAb) VRC01 prevented acquisition of human immunodeficiency virus-1 (HIV-1) sensitive to VRC01. Using AMP trial data, here we show that the predicted serum neutralization 80% inhibitory dilution titer (PT80) biomarker-which quantifies the neutralization potency of antibodies in an individual's serum against an HIV-1 isolate-can be used to predict HIV-1 prevention efficacy. Similar to the results of nonhuman primate studies, an average PT80 of 200 (meaning a bnAb concentration 200-fold higher than that required to reduce infection by 80% in vitro) against a population of probable exposing viruses was estimated to be required for 90% prevention efficacy against acquisition of these viruses. Based on this result, we suggest that the goal of sustained PT80 <200 against 90% of circulating viruses can be achieved by promising bnAb regimens engineered for long half-lives. We propose the PT80 biomarker as a surrogate endpoint for evaluatinon of bnAb regimens, and as a tool for benchmarking candidate bnAb-inducing vaccines.
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Affiliation(s)
- Peter B. Gilbert
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA ,grid.34477.330000000122986657Department of Biostatistics, University of Washington, Seattle, WA USA
| | - Yunda Huang
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA ,grid.34477.330000000122986657Department of Global Health, University of Washington, Seattle, WA USA
| | - Allan C. deCamp
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Shelly Karuna
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Yuanyuan Zhang
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Craig A. Magaret
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Elena E. Giorgi
- grid.148313.c0000 0004 0428 3079Los Alamos National Laboratory, Los Alamos, NM USA ,grid.270240.30000 0001 2180 1622Present Address: Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Bette Korber
- grid.148313.c0000 0004 0428 3079Los Alamos National Laboratory, Los Alamos, NM USA
| | - Paul T. Edlefsen
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Raabya Rossenkhan
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Michal Juraska
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Erika Rudnicki
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Nidhi Kochar
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Ying Huang
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Lindsay N. Carpp
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Dan H. Barouch
- grid.239395.70000 0000 9011 8547Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA USA ,grid.32224.350000 0004 0386 9924Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard, Cambridge, MA USA
| | - Nonhlanhla N. Mkhize
- grid.416657.70000 0004 0630 4574National Institute for Communicable Diseases, National Health Laboratory Service, Johannesburg, South Africa ,grid.11951.3d0000 0004 1937 1135Antibody Immunity Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Tandile Hermanus
- grid.416657.70000 0004 0630 4574National Institute for Communicable Diseases, National Health Laboratory Service, Johannesburg, South Africa ,grid.11951.3d0000 0004 1937 1135Antibody Immunity Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Prudence Kgagudi
- grid.416657.70000 0004 0630 4574National Institute for Communicable Diseases, National Health Laboratory Service, Johannesburg, South Africa ,grid.11951.3d0000 0004 1937 1135Antibody Immunity Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Valerie Bekker
- grid.416657.70000 0004 0630 4574National Institute for Communicable Diseases, National Health Laboratory Service, Johannesburg, South Africa ,grid.11951.3d0000 0004 1937 1135Antibody Immunity Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa ,grid.26009.3d0000 0004 1936 7961Present Address: Duke Center for Human Systems Immunology, Duke University Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC USA
| | - Haajira Kaldine
- grid.416657.70000 0004 0630 4574National Institute for Communicable Diseases, National Health Laboratory Service, Johannesburg, South Africa ,grid.11951.3d0000 0004 1937 1135Antibody Immunity Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Rutendo E. Mapengo
- grid.416657.70000 0004 0630 4574National Institute for Communicable Diseases, National Health Laboratory Service, Johannesburg, South Africa ,grid.11951.3d0000 0004 1937 1135Antibody Immunity Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Amanda Eaton
- grid.189509.c0000000100241216Department of Surgery, Duke University Medical Center, Durham, NC USA
| | - Elize Domin
- grid.189509.c0000000100241216Department of Surgery, Duke University Medical Center, Durham, NC USA
| | - Carley West
- grid.189509.c0000000100241216Department of Surgery, Duke University Medical Center, Durham, NC USA
| | - Wenhong Feng
- grid.189509.c0000000100241216Department of Surgery, Duke University Medical Center, Durham, NC USA
| | - Haili Tang
- grid.189509.c0000000100241216Department of Surgery, Duke University Medical Center, Durham, NC USA
| | - Kelly E. Seaton
- grid.26009.3d0000 0004 1936 7961Duke University Departments of Surgery, Immunology, Molecular Genetics and Micobiology, Duke Center for Human Systems Immunology, Durham, NC USA
| | - Jack Heptinstall
- grid.26009.3d0000 0004 1936 7961Duke University Departments of Surgery, Immunology, Molecular Genetics and Micobiology, Duke Center for Human Systems Immunology, Durham, NC USA
| | - Caroline Brackett
- grid.26009.3d0000 0004 1936 7961Duke University Departments of Surgery, Immunology, Molecular Genetics and Micobiology, Duke Center for Human Systems Immunology, Durham, NC USA
| | - Kelvin Chiong
- grid.26009.3d0000 0004 1936 7961Duke University Departments of Surgery, Immunology, Molecular Genetics and Micobiology, Duke Center for Human Systems Immunology, Durham, NC USA
| | - Georgia D. Tomaras
- grid.26009.3d0000 0004 1936 7961Duke University Departments of Surgery, Immunology, Molecular Genetics and Micobiology, Duke Center for Human Systems Immunology, Durham, NC USA
| | - Philip Andrew
- grid.245835.d0000 0001 0300 5112Family Health International, Durham, NC USA
| | - Bryan T. Mayer
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Daniel B. Reeves
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Magdalena E. Sobieszczyk
- grid.21729.3f0000000419368729Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY USA
| | - Nigel Garrett
- grid.16463.360000 0001 0723 4123Centre for the AIDS Programme of Research in South Africa, University of KwaZulu-Natal, Durban, South Africa ,grid.16463.360000 0001 0723 4123Discipline of Public Health Medicine, School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa
| | - Jorge Sanchez
- grid.10800.390000 0001 2107 4576Centro de Investigaciones Tecnológicas, Biomédicas y Medioambientales, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | - Cynthia Gay
- grid.10698.360000000122483208Division of Infectious Diseases, The University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Joseph Makhema
- Botswana-Harvard AIDS Initiative Partnership for HIV Research and Education, Gaborone, Botswana ,grid.239395.70000 0000 9011 8547Division of Infectious Disease, Beth Israel Deaconess Medical Center, Boston, MA USA
| | - Carolyn Williamson
- grid.7836.a0000 0004 1937 1151Division of Medical Virology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - James I. Mullins
- grid.34477.330000000122986657Department of Global Health, University of Washington, Seattle, WA USA ,grid.34477.330000000122986657Department of Microbiology, University of Washington, Seattle, WA USA ,grid.34477.330000000122986657Department of Medicine, University of Washington, Seattle, WA USA
| | - John Hural
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Myron S. Cohen
- grid.10698.360000000122483208Institute of Global Health and Infectious Diseases, The University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Lawrence Corey
- grid.270240.30000 0001 2180 1622Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA USA ,grid.34477.330000000122986657Department of Medicine, University of Washington, Seattle, WA USA ,grid.34477.330000000122986657Department of Laboratory Medicine, University of Washington, Seattle, WA USA
| | - David C. Montefiori
- grid.189509.c0000000100241216Department of Surgery, Duke University Medical Center, Durham, NC USA
| | - Lynn Morris
- grid.416657.70000 0004 0630 4574National Institute for Communicable Diseases, National Health Laboratory Service, Johannesburg, South Africa ,grid.11951.3d0000 0004 1937 1135Antibody Immunity Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa ,grid.16463.360000 0001 0723 4123Centre for the AIDS Programme of Research in South Africa, University of KwaZulu-Natal, Durban, South Africa
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