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Telenti A, Auli M, Hie BL, Maher C, Saria S, Ioannidis JPA. Large language models for science and medicine. Eur J Clin Invest 2024:e14183. [PMID: 38381530 DOI: 10.1111/eci.14183] [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] [Received: 12/22/2023] [Revised: 02/06/2024] [Accepted: 02/10/2024] [Indexed: 02/23/2024]
Abstract
Large language models (LLMs) are a type of machine learning model that learn statistical patterns over text, such as predicting the next words in a sequence of text. Both general purpose and task-specific LLMs have demonstrated potential across diverse applications. Science and medicine have many data types that are highly suitable for LLMs, such as scientific texts (publications, patents and textbooks), electronic medical records, large databases of DNA and protein sequences and chemical compounds. Carefully validated systems that can understand and reason across all these modalities may maximize benefits. Despite the inevitable limitations and caveats of any new technology and some uncertainties specific to LLMs, LLMs have the potential to be transformative in science and medicine.
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Affiliation(s)
- Amalio Telenti
- Department of Integrative Structural and Computational Biology, Scripps Research, La Jolla, California, USA
- Vir Biotechnology, Inc., San Francisco, California, USA
| | | | - Brian L Hie
- FAIR, Meta, Menlo Park, California, USA
- Department of Chemical Engineering, Stanford University, Stanford, California, USA
| | - Cyrus Maher
- Vir Biotechnology, Inc., San Francisco, California, USA
| | - Suchi Saria
- Malone Center for Engineering and Healthcare, Johns Hopkins University, Baltimore, Maryland, USA
| | - John P A Ioannidis
- Department of Medicine, Stanford University, Stanford, California, USA
- Department of Epidemiology and Population Health, Stanford University, Stanford, California, USA
- Department of Biomedical Data Science, Stanford University, Stanford, California, USA
- Department of Statistics, Stanford University, Stanford, California, USA
- Meta-Research Innovation Center at Stanford (METRICS), Stanford University, Stanford, California, USA
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2
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McCallum M, Park YJ, Stewart C, Sprouse KR, Brown J, Tortorici MA, Gibson C, Wong E, Ieven M, Telenti A, Veesler D. Human coronavirus HKU1 recognition of the TMPRSS2 host receptor. bioRxiv 2024:2024.01.09.574565. [PMID: 38260518 PMCID: PMC10802434 DOI: 10.1101/2024.01.09.574565] [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: 01/24/2024]
Abstract
The human coronavirus HKU1 spike (S) glycoprotein engages host cell surface sialoglycans and transmembrane protease serine 2 (TMPRSS2) to initiate infection. The molecular basis of HKU1 binding to TMPRSS2 and determinants of host receptor tropism remain elusive. Here, we designed an active human TMPRSS2 construct enabling high-yield recombinant production in human cells of this key therapeutic target. We determined a cryo-electron microscopy structure of the HKU1 RBD bound to human TMPRSS2 providing a blueprint of the interactions supporting viral entry and explaining the specificity for TMPRSS2 among human type 2 transmembrane serine proteases. We found that human, rat, hamster and camel TMPRSS2 promote HKU1 S-mediated entry into cells and identified key residues governing host receptor usage. Our data show that serum antibodies targeting the HKU1 RBD TMPRSS2 binding-site are key for neutralization and that HKU1 uses conformational masking and glycan shielding to balance immune evasion and receptor engagement.
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Affiliation(s)
- Matthew McCallum
- Department of Biochemistry, University of Washington, Seattle, Washington, USA
| | - Young-Jun Park
- Department of Biochemistry, University of Washington, Seattle, Washington, USA
- Howard Hughes Medical Institute, Seattle, WA 98195, USA
| | - Cameron Stewart
- Department of Biochemistry, University of Washington, Seattle, Washington, USA
| | | | - Jack Brown
- Department of Biochemistry, University of Washington, Seattle, Washington, USA
| | | | - Cecily Gibson
- Department of Biochemistry, University of Washington, Seattle, Washington, USA
- Howard Hughes Medical Institute, Seattle, WA 98195, USA
| | - Emily Wong
- Vir Biotechnology, San Francisco, CA 94158, USA
| | - Margareta Ieven
- Laboratory of Clinical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, Antwerp, Belgium
| | | | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, Washington, USA
- Howard Hughes Medical Institute, Seattle, WA 98195, USA
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3
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Mitjà O, Padovese V, Folch C, Rossoni I, Marks M, Rodríguez i Arias MA, Telenti A, Ciuffi A, Blondeel K, Mårdh O, Casabona J. Epidemiology and determinants of reemerging bacterial sexually transmitted infections (STIs) and emerging STIs in Europe. Lancet Reg Health Eur 2023; 34:100742. [PMID: 37927427 PMCID: PMC10625005 DOI: 10.1016/j.lanepe.2023.100742] [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] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 09/11/2023] [Accepted: 09/15/2023] [Indexed: 11/07/2023]
Abstract
In this scoping review, we offer a comprehensive understanding of the current and recent epidemiology, challenges, and emerging issues related to bacterial sexually transmitted infections (STIs) in the WHO European Region. We endeavour in collating data from both EU/EEA and non- EU/EEA countries, thereby giving a complete picture of the region which highlights the higher notification rates in Northern and Western countries than other regions, likely due to differences in testing, access to testing, and surveillance capacity. We provide an up-to-date review on the current knowledge of determinants and persistent inequities in key populations as well as the use of molecular epidemiology for identifying transmission networks in gonorrhoea and syphilis, and detecting chlamydia mutations that evade molecular diagnosis. Finally, we explore the emerging STIs in the region and the evolving transmission routes of food and waterborne diseases into sexual transmission. Our findings call for harmonized STI surveillance systems, proactive strategies, and policies to address social factors, and staying vigilant for emerging STIs.
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Affiliation(s)
- Oriol Mitjà
- Skin Neglected Tropical Diseases and Sexually Transmitted Infections Section, Hospital Universitari Germans Trías i Pujol, Badalona, Spain
- Fight Infectious Diseases Foundation, Badalona, Spain
- School of Medicine and Health Sciences, University of Papua New Guinea, Port Moresby, Papua New Guinea
| | - Valeska Padovese
- Genitourinary Clinic, Department of Dermatology and Venereology, Mater Dei Hospital, Msida, Malta
| | - Cinta Folch
- Centre of Epidemiological Studies of HIV/AIDS and STI of Catalonia (CEEISCAT), Health Department, Generalitat de Catalunya, Badalona, Spain
- Germans Trias I Pujol Research Institute (IGTP), Campus Can Ruti, Badalona, Spain
- CIBER Epidemiología Y Salud Pública (CIBERESP), Madrid, Spain
| | - Isotta Rossoni
- Van Vollenhoven Institute for Law, Governance and Society, Leiden University, Netherland
| | - Michael Marks
- Clinical Research Department, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, United Kingdom
- Division of Infection and Immunology, University College London, London, UK
- Hospital for Tropical Diseases, University College London Hospital, London, UK
| | - Miquel Angel Rodríguez i Arias
- Skin Neglected Tropical Diseases and Sexually Transmitted Infections Section, Hospital Universitari Germans Trías i Pujol, Badalona, Spain
- Fight Infectious Diseases Foundation, Badalona, Spain
| | | | - Angela Ciuffi
- Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Karel Blondeel
- Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Otilia Mårdh
- STI, Blood Borne Viruses and TB Section, Disease Programmes Unit, European Centre for Disease Prevention and Control (ECDC), Solna, Sweden
| | - Jordi Casabona
- Centre of Epidemiological Studies of HIV/AIDS and STI of Catalonia (CEEISCAT), Health Department, Generalitat de Catalunya, Badalona, Spain
- Germans Trias I Pujol Research Institute (IGTP), Campus Can Ruti, Badalona, Spain
- CIBER Epidemiología Y Salud Pública (CIBERESP), Madrid, Spain
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Lempp FA, Volz T, Cameroni E, Benigni F, Zhou J, Rosen LE, Noack J, Zatta F, Kaiser H, Bianchi S, Lombardo G, Jaconi S, Vincenzetti L, Imam H, Soriaga LB, Passini N, Belnap DM, Schulze A, Lütgehetmann M, Telenti A, Cathcart AL, Snell G, Purcell LA, Hebner CM, Urban S, Dandri M, Corti D, Schmid MA. Potent broadly neutralizing antibody VIR-3434 controls hepatitis B and D virus infection and reduces HBsAg in humanized mice. J Hepatol 2023; 79:1129-1138. [PMID: 37459920 DOI: 10.1016/j.jhep.2023.07.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [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] [Received: 09/09/2022] [Revised: 06/12/2023] [Accepted: 07/05/2023] [Indexed: 09/29/2023]
Abstract
BACKGROUND & AIMS Chronic hepatitis B is a global public health problem, and coinfection with hepatitis delta virus (HDV) worsens disease outcome. Here, we describe a hepatitis B virus (HBV) surface antigen (HBsAg)-targeting monoclonal antibody (mAb) with the potential to treat chronic hepatitis B and chronic hepatitis D. METHODS HBsAg-specific mAbs were isolated from memory B cells of HBV vaccinated individuals. In vitro neutralization was determined against HBV and HDV enveloped with HBsAg representing eight HBV genotypes. Human liver-chimeric mice were treated twice weekly with a candidate mAb starting 3 weeks post HBV inoculation (spreading phase) or during stable HBV or HBV/HDV coinfection (chronic phase). RESULTS From a panel of human anti-HBs mAbs, VIR-3434 was selected and engineered for pre-clinical development. VIR-3434 targets a conserved, conformational epitope within the antigenic loop of HBsAg and neutralized HBV and HDV infection with higher potency than hepatitis B immunoglobulins in vitro. Neutralization was pan-genotypic against strains representative of HBV genotypes A-H. In the spreading phase of HBV infection in human liver-chimeric mice, a parental mAb of VIR-3434 (HBC34) prevented HBV dissemination and the increase in intrahepatic HBV RNA and covalently closed circular DNA. In the chronic phase of HBV infection or co-infection with HDV, HBC34 treatment decreased circulating HBsAg by >1 log and HDV RNA by >2 logs. CONCLUSIONS The potently neutralizing anti-HBs mAb VIR-3434 reduces circulating HBsAg and HBV/HDV viremia in human liver-chimeric mice. VIR-3434 is currently in clinical development for treatment of patients with chronic hepatitis B or D. IMPACT AND IMPLICATIONS Chronic infection with hepatitis B virus and co-infection with hepatitis D virus place approximately 290 million individuals worldwide at risk of severe liver disease and cancer. Available treatments result in low rates of functional cure or require lifelong therapy that does not eliminate the risk of liver disease. We isolated and characterized a potent human antibody that neutralizes hepatitis B and D viruses and reduces infection in a mouse model. This antibody could provide a new treatment for patients with chronic hepatitis B and D.
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Affiliation(s)
| | - Tassilo Volz
- Department of Internal Medicine, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany; German Center for Infection Research, Hamburg-Lübeck-Borstel-Riems and Heidelberg Sites, Germany
| | - Elisabetta Cameroni
- Humabs Biomed SA, A Subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Fabio Benigni
- Humabs Biomed SA, A Subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Jiayi Zhou
- Vir Biotechnology, San Francisco, California 94158, USA
| | - Laura E Rosen
- Vir Biotechnology, San Francisco, California 94158, USA
| | - Julia Noack
- Vir Biotechnology, San Francisco, California 94158, USA
| | - Fabrizia Zatta
- Humabs Biomed SA, A Subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Hannah Kaiser
- Vir Biotechnology, San Francisco, California 94158, USA
| | - Siro Bianchi
- Humabs Biomed SA, A Subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Gloria Lombardo
- Humabs Biomed SA, A Subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Stefano Jaconi
- Humabs Biomed SA, A Subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Lucia Vincenzetti
- Humabs Biomed SA, A Subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Hasan Imam
- Vir Biotechnology, San Francisco, California 94158, USA
| | | | - Nadia Passini
- Humabs Biomed SA, A Subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - David M Belnap
- School of Biological Sciences and Department of Biochemistry, University of Utah, Salt Lake City, Utah 84112, USA
| | - Andreas Schulze
- Department of Infectious Diseases, Molecular Virology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Marc Lütgehetmann
- German Center for Infection Research, Hamburg-Lübeck-Borstel-Riems and Heidelberg Sites, Germany; Department of Medical Microbiology, Virology and Hygiene, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
| | | | | | - Gyorgy Snell
- Vir Biotechnology, San Francisco, California 94158, USA
| | | | | | - Stephan Urban
- German Center for Infection Research, Hamburg-Lübeck-Borstel-Riems and Heidelberg Sites, Germany; Department of Infectious Diseases, Molecular Virology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Maura Dandri
- Department of Internal Medicine, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany; German Center for Infection Research, Hamburg-Lübeck-Borstel-Riems and Heidelberg Sites, Germany
| | - Davide Corti
- Humabs Biomed SA, A Subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Michael A Schmid
- Humabs Biomed SA, A Subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland.
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Ayday E, Vaidya J, Jiang X, Telenti A. Ensuring Trust in Genomics Research. IEEE Int Conf Trust Priv Secur Intell Syst Appl 2023; 2023:1-12. [PMID: 38562180 PMCID: PMC10981793 DOI: 10.1109/tps-isa58951.2023.00011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Reproducibility, transparency, representation, and privacy underpin the trust on genomics research in general and genome-wide association studies (GWAS) in particular. Concerns about these issues can be mitigated by technologies that address privacy protection, quality control, and verifiability of GWAS. However, many of the existing technological solutions have been developed in isolation and may address one aspect of reproducibility, transparency, representation, and privacy of GWAS while unknowingly impacting other aspects. As a consequence, the current patchwork of technological tools only partially and in an overlapping manner address issues with GWAS, sometimes even creating more problems. This paper addresses the progress in a field that creates technological solutions that augment the acceptance and security of population genetic analyses. The text identifies areas that are falling behind in technical implementation or where there is insufficient research. We make the case that a full understanding of the different GWAS settings, technological tools and new research directions can holistically address the requirements for the acceptance of GWAS.
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Affiliation(s)
- Erman Ayday
- Department of Computer and Data Sciences Case Western Reserve University Cleveland, OH
| | - Jaideep Vaidya
- Management Science and Information Systems Department Rutgers University Newark, NJ
| | - Xiaoqian Jiang
- Department of Data Science and Artificial Intelligence University of Texas - Health Houston, TX
| | - Amalio Telenti
- Dept. of Integrative Structural and Computational Biology Scripps Institute La Jolla, CA
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Momont C, Dang HV, Zatta F, Hauser K, Wang C, di Iulio J, Minola A, Czudnochowski N, De Marco A, Branch K, Donermeyer D, Vyas S, Chen A, Ferri E, Guarino B, Powell AE, Spreafico R, Croll TI, Belnap DM, Schmid MA, Timothy Schaiff W, Miller JL, Cameroni E, Telenti A, Virgin HW, Rosen LE, Purcell LA, Lanzavecchia A, Snell G, Corti D, Pizzuto MS. How a Potent Anti-neuraminidase Monoclonal Antibody Navigates Recent Immune-evasive Influenza Strains: A Structural Study by Single-particle CryoEM. Microsc Microanal 2023; 29:927. [PMID: 37613467 DOI: 10.1093/micmic/ozad067.459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/25/2023]
Affiliation(s)
| | - Ha V Dang
- Vir Biotechnology, San Francisco, CA, USA
| | - Fabrizia Zatta
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | | | | | - Andrea Minola
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | - Anna De Marco
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | | | | | - Alex Chen
- Vir Biotechnology, San Francisco, CA, USA
| | | | - Barbara Guarino
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | | | - Tristan I Croll
- Cambridge Institute for Medical Research, Department of Haematology, University of Cambridge, Cambridge, UK
| | - David M Belnap
- School of Biological Sciences and Department of Biochemistry, University of Utah, Salt Lake City, Utah, USA
| | - Michael A Schmid
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | | | - Elisabetta Cameroni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | - Herbert W Virgin
- Vir Biotechnology, San Francisco, CA, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, USA
| | | | | | - Antonio Lanzavecchia
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
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Bergquist T, Wax M, Bennett TD, Moffitt RA, Gao J, Chen G, Telenti A, Maher MC, Bartha I, Walker L, Orwoll BE, Mishra M, Alamgir J, Cragin BL, Ferguson CH, Wong HH, Deslattes Mays A, Misquitta L, DeMarco KA, Sciarretta KL, Patel SA. A framework for future national pediatric pandemic respiratory disease severity triage: The HHS pediatric COVID-19 data challenge. J Clin Transl Sci 2023; 7:e175. [PMID: 37745933 PMCID: PMC10514686 DOI: 10.1017/cts.2023.549] [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: 01/12/2023] [Revised: 04/28/2023] [Accepted: 05/05/2023] [Indexed: 09/26/2023] Open
Abstract
Introduction With persistent incidence, incomplete vaccination rates, confounding respiratory illnesses, and few therapeutic interventions available, COVID-19 continues to be a burden on the pediatric population. During a surge, it is difficult for hospitals to direct limited healthcare resources effectively. While the overwhelming majority of pediatric infections are mild, there have been life-threatening exceptions that illuminated the need to proactively identify pediatric patients at risk of severe COVID-19 and other respiratory infectious diseases. However, a nationwide capability for developing validated computational tools to identify pediatric patients at risk using real-world data does not exist. Methods HHS ASPR BARDA sought, through the power of competition in a challenge, to create computational models to address two clinically important questions using the National COVID Cohort Collaborative: (1) Of pediatric patients who test positive for COVID-19 in an outpatient setting, who are at risk for hospitalization? (2) Of pediatric patients who test positive for COVID-19 and are hospitalized, who are at risk for needing mechanical ventilation or cardiovascular interventions? Results This challenge was the first, multi-agency, coordinated computational challenge carried out by the federal government as a response to a public health emergency. Fifty-five computational models were evaluated across both tasks and two winners and three honorable mentions were selected. Conclusion This challenge serves as a framework for how the government, research communities, and large data repositories can be brought together to source solutions when resources are strapped during a pandemic.
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Affiliation(s)
| | - Marie Wax
- United States Department of Health and Human Services, Biomedical Advanced Research and Development Authority, Administration for Strategic Preparedness and Response, Washington, DC, USA
| | | | | | - Jifan Gao
- University of Wisconsin-Madison, Madison, WI, USA
| | - Guanhua Chen
- University of Wisconsin-Madison, Madison, WI, USA
| | | | | | | | - Lorne Walker
- Oregon Health & Science University, Portland, OR, USA
| | | | | | | | | | - Christopher H. Ferguson
- United States Department of Health and Human Services, Biomedical Advanced Research and Development Authority, Administration for Strategic Preparedness and Response, Washington, DC, USA
| | - Hui-Hsing Wong
- United States Department of Health and Human Services, Biomedical Advanced Research and Development Authority, Administration for Strategic Preparedness and Response, Washington, DC, USA
| | - Anne Deslattes Mays
- United States Department of Health and Human Services, National Institutes of Health, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD, USA
| | - Leonie Misquitta
- United States Department of Health and Human Services, National Institutes of Health, National Center for Advancing Translational Sciences, Bethesda, MD, USA
| | - Kerry A. DeMarco
- United States Department of Health and Human Services, Biomedical Advanced Research and Development Authority, Administration for Strategic Preparedness and Response, Washington, DC, USA
| | - Kimberly L. Sciarretta
- United States Department of Health and Human Services, Biomedical Advanced Research and Development Authority, Administration for Strategic Preparedness and Response, Washington, DC, USA
| | - Sandeep A. Patel
- United States Department of Health and Human Services, Biomedical Advanced Research and Development Authority, Administration for Strategic Preparedness and Response, Washington, DC, USA
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8
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Momont C, Dang HV, Zatta F, Hauser K, Wang C, di Iulio J, Minola A, Czudnochowski N, De Marco A, Branch K, Donermeyer D, Vyas S, Chen A, Ferri E, Guarino B, Powell AE, Spreafico R, Yim SS, Balce DR, Bartha I, Meury M, Croll TI, Belnap DM, Schmid MA, Schaiff WT, Miller JL, Cameroni E, Telenti A, Virgin HW, Rosen LE, Purcell LA, Lanzavecchia A, Snell G, Corti D, Pizzuto MS. Author Correction: A pan-influenza antibody inhibiting neuraminidase via receptor mimicry. Nature 2023:10.1038/s41586-023-06385-x. [PMID: 37407829 DOI: 10.1038/s41586-023-06385-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/07/2023]
Affiliation(s)
| | - Ha V Dang
- Vir Biotechnology, San Francisco, CA, USA
| | - Fabrizia Zatta
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | | | - Andrea Minola
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Anna De Marco
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | | | - Alex Chen
- Vir Biotechnology, San Francisco, CA, USA
| | | | - Barbara Guarino
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | | | | | | | | | - Tristan I Croll
- Cambridge Institute for Medical Research, Department of Haematology, University of Cambridge, Cambridge, UK
| | - David M Belnap
- School of Biological Sciences, Department of Biochemistry, University of Utah, Salt Lake City, UT, USA
| | - Michael A Schmid
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | - Elisabetta Cameroni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Herbert W Virgin
- Vir Biotechnology, San Francisco, CA, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | | | | | | | | | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland.
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9
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Tiezzi C, Vecchi A, Rossi M, Cavazzini D, Bolchi A, Laccabue D, Doselli S, Penna A, Sacchelli L, Brillo F, Meschi T, Ticinesi A, Nouvenne A, Donofrio G, Zanelli P, Benecchi M, Giuliodori S, Fisicaro P, Montali I, Ceccatelli Berti C, Reverberi V, Montali A, Urbani S, Pedrazzi G, Missale G, Telenti A, Corti D, Ottonello S, Ferrari C, Boni C. Natural heteroclitic-like peptides are generated by SARS-CoV-2 mutations. iScience 2023; 26:106940. [PMID: 37275517 PMCID: PMC10200277 DOI: 10.1016/j.isci.2023.106940] [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] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 04/13/2023] [Accepted: 05/18/2023] [Indexed: 06/07/2023] Open
Abstract
Humoral immunity is sensitive to evasion by SARS-CoV-2 mutants, but CD8 T cells seem to be more resistant to mutational inactivation. By a systematic analysis of 30 spike variant peptides containing the most relevant VOC and VOI mutations that have accumulated overtime, we show that in vaccinated and convalescent subjects, mutated epitopes can have not only a neutral or inhibitory effect on CD8 T cell recognition but can also enhance or generate de novo CD8 T cell responses. The emergence of these mutated T cell function enhancing epitopes likely reflects an epiphenomenon of SARS-CoV-2 evolution driven by antibody evasion and increased virus transmissibility. In a subset of individuals with weak and narrowly focused CD8 T cell responses selection of these heteroclitic-like epitopes may bear clinical relevance by improving antiviral protection. The functional enhancing effect of these peptides is also worth of consideration for the future development of new generation, more potent COVID-19 vaccines.
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Affiliation(s)
- Camilla Tiezzi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Andrea Vecchi
- Laboratory of Viral Immunopathology, Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Marzia Rossi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Davide Cavazzini
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Angelo Bolchi
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
- Interdepartmental Center Biopharmanet-Tec, University of Parma, Parma, Italy
| | - Diletta Laccabue
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Sara Doselli
- Laboratory of Viral Immunopathology, Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Amalia Penna
- Laboratory of Viral Immunopathology, Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Luca Sacchelli
- Laboratory of Viral Immunopathology, Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Federica Brillo
- Laboratory of Viral Immunopathology, Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Tiziana Meschi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Andrea Ticinesi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Antonio Nouvenne
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Gaetano Donofrio
- Department of Veterinary Science, University of Parma, Parma, Italy
| | - Paola Zanelli
- Unità di Immunogenetica dei Trapianti, Azienda Ospedaliero Universitaria di Parma, Parma, Italy
| | - Magda Benecchi
- Unità di Immunogenetica dei Trapianti, Azienda Ospedaliero Universitaria di Parma, Parma, Italy
| | - Silvia Giuliodori
- Unità di Immunogenetica dei Trapianti, Azienda Ospedaliero Universitaria di Parma, Parma, Italy
| | - Paola Fisicaro
- Laboratory of Viral Immunopathology, Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Ilaria Montali
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | | | - Valentina Reverberi
- Laboratory of Viral Immunopathology, Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Anna Montali
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Simona Urbani
- UO Immunoematologia e Medicina Trasfusionale, Dipartimento Diagnostico, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Giuseppe Pedrazzi
- Department of Neuroscience - Biophysics and Medical Physics Unit, University of Parma, Parma, Italy
| | - Gabriele Missale
- Laboratory of Viral Immunopathology, Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | | | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Simone Ottonello
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
- Interdepartmental Center Biopharmanet-Tec, University of Parma, Parma, Italy
| | - Carlo Ferrari
- Laboratory of Viral Immunopathology, Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Carolina Boni
- Laboratory of Viral Immunopathology, Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
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10
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Momont C, Dang HV, Zatta F, Hauser K, Wang C, di Iulio J, Minola A, Czudnochowski N, De Marco A, Branch K, Donermeyer D, Vyas S, Chen A, Ferri E, Guarino B, Powell AE, Spreafico R, Yim SS, Balce DR, Bartha I, Meury M, Croll TI, Belnap DM, Schmid MA, Schaiff WT, Miller JL, Cameroni E, Telenti A, Virgin HW, Rosen LE, Purcell LA, Lanzavecchia A, Snell G, Corti D, Pizzuto MS. A pan-influenza antibody inhibiting neuraminidase via receptor mimicry. Nature 2023:10.1038/s41586-023-06136-y. [PMID: 37258672 DOI: 10.1038/s41586-023-06136-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 04/26/2023] [Indexed: 06/02/2023]
Abstract
Rapidly evolving influenza A viruses (IAVs) and influenza B viruses (IBVs) are major causes of recurrent lower respiratory tract infections. Current influenza vaccines elicit antibodies predominantly to the highly variable head region of haemagglutinin and their effectiveness is limited by viral drift1 and suboptimal immune responses2. Here we describe a neuraminidase-targeting monoclonal antibody, FNI9, that potently inhibits the enzymatic activity of all group 1 and group 2 IAVs, as well as Victoria/2/87-like, Yamagata/16/88-like and ancestral IBVs. FNI9 broadly neutralizes seasonal IAVs and IBVs, including the immune-evading H3N2 strains bearing an N-glycan at position 245, and shows synergistic activity when combined with anti-haemagglutinin stem-directed antibodies. Structural analysis reveals that D107 in the FNI9 heavy chain complementarity-determinant region 3 mimics the interaction of the sialic acid carboxyl group with the three highly conserved arginine residues (R118, R292 and R371) of the neuraminidase catalytic site. FNI9 demonstrates potent prophylactic activity against lethal IAV and IBV infections in mice. The unprecedented breadth and potency of the FNI9 monoclonal antibody supports its development for the prevention of influenza illness by seasonal and pandemic viruses.
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Affiliation(s)
| | - Ha V Dang
- Vir Biotechnology, San Francisco, CA, USA
| | - Fabrizia Zatta
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | | | - Andrea Minola
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Anna De Marco
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | | | - Alex Chen
- Vir Biotechnology, San Francisco, CA, USA
| | | | - Barbara Guarino
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | | | | | | | | | - Tristan I Croll
- Cambridge Institute for Medical Research, Department of Haematology, University of Cambridge, Cambridge, UK
| | - David M Belnap
- School of Biological Sciences, Department of Biochemistry, University of Utah, Salt Lake City, UT, USA
| | - Michael A Schmid
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | - Elisabetta Cameroni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Herbert W Virgin
- Vir Biotechnology, San Francisco, CA, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | | | | | | | | | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland.
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11
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Cheng MM, Reyes C, Satram S, Birch H, Gibbons DC, Drysdale M, Bell CF, Suyundikov A, Ding X, Maher MC, Yeh W, Telenti A, Corey L. Real-World Effectiveness of Sotrovimab for the Early Treatment of COVID-19 During SARS-CoV-2 Delta and Omicron Waves in the USA. Infect Dis Ther 2023; 12:607-621. [PMID: 36629998 PMCID: PMC9832411 DOI: 10.1007/s40121-022-00755-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [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: 11/04/2022] [Accepted: 12/21/2022] [Indexed: 01/12/2023] Open
Abstract
INTRODUCTION Sotrovimab, a recombinant human monoclonal antibody (mAb) against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) had US Food and Drug Administration Emergency Use Authorization for the treatment of high-risk outpatients with mild-to-moderate coronavirus disease 2019 (COVID-19) from 26 May 2021 to 5 April 2022. Real-world clinical effectiveness of sotrovimab in reducing the risk of 30-day all-cause hospitalization and/or mortality was evaluated for the period when the prevalence of circulating SARS-CoV-2 variants changed between Delta and Omicron in the USA. METHODS A retrospective analysis was conducted of de-identified patients diagnosed with COVID-19 between 1 September 2021 to 30 April 2022 in the FAIR Health National Private Insurance Claims database. Patients meeting high-risk criteria were divided into two cohorts: sotrovimab and not treated with a mAb ("no mAb"). All-cause hospitalizations and facility-reported mortality ≤ 30 days of diagnosis ("30-day hospitalization or mortality") were identified. Multivariable and propensity score-matched Poisson and logistic regressions were conducted to estimate the adjusted relative risk (RR) and odds of 30-day hospitalization or mortality in each cohort. RESULTS Compared with the no mAb cohort (n = 1,514,868), the sotrovimab cohort (n = 15,633) was older and had a higher proportion of patients with high-risk conditions. In the no mAb cohort, 84,307 (5.57%) patients were hospitalized and 8167 (0.54%) deaths were identified, while in the sotrovimab cohort, 418 (2.67%) patients were hospitalized and 13 (0.08%) deaths were identified. After adjusting for potential confounders, the sotrovimab cohort had a 55% lower risk of 30-day hospitalization or mortality (RR 0.45, 95% CI 0.41-0.49) and an 85% lower risk of 30-day mortality (RR 0.15, 95% CI 0.08-0.29). Monthly, from September 2021 to April 2022, the RR reduction for 30-day hospitalization or mortality in the sotrovimab cohort was maintained, ranging from 46% to 71% compared with the no mAb cohort; the RR estimate in April 2022 was uncertain, with wide confidence intervals due to the small sample size. CONCLUSION Sotrovimab was associated with reduced risk of 30-day all-cause hospitalization and mortality versus no mAb treatment. Clinical effectiveness persisted during Delta and early Omicron variant waves and among all high-risk subgroups assessed.
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Affiliation(s)
- Mindy M Cheng
- Vir Biotechnology, 499 Illinois St., Suite 500, San Francisco, CA, 94158, USA.
| | | | - Sacha Satram
- Vir Biotechnology, San Francisco, CA, 94158, USA
| | | | | | | | | | | | - Xiao Ding
- Vir Biotechnology, San Francisco, CA, 94158, USA
| | | | - Wendy Yeh
- Vir Biotechnology, San Francisco, CA, 94158, USA
| | | | - Lawrence Corey
- Fred Hutchinson Cancer Research Center Vaccine and Infectious Diseases Division, Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
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12
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Marzi R, Bassi J, Silacci-Fregni C, Bartha I, Muoio F, Culap K, Sprugasci N, Lombardo G, Saliba C, Cameroni E, Cassotta A, Low JS, Walls AC, McCallum M, Tortorici MA, Bowen JE, Dellota EA, Dillen JR, Czudnochowski N, Pertusini L, Terrot T, Lepori V, Tarkowski M, Riva A, Biggiogero M, Franzetti-Pellanda A, Garzoni C, Ferrari P, Ceschi A, Giannini O, Havenar-Daughton C, Telenti A, Arvin A, Virgin HW, Sallusto F, Veesler D, Lanzavecchia A, Corti D, Piccoli L. Maturation of SARS-CoV-2 Spike-specific memory B cells drives resilience to viral escape. iScience 2023; 26:105726. [PMID: 36507220 PMCID: PMC9721160 DOI: 10.1016/j.isci.2022.105726] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 10/21/2022] [Accepted: 12/01/2022] [Indexed: 12/12/2022] Open
Abstract
Memory B cells (MBCs) generate rapid antibody responses upon secondary encounter with a pathogen. Here, we investigated the kinetics, avidity, and cross-reactivity of serum antibodies and MBCs in 155 SARS-CoV-2 infected and vaccinated individuals over a 16-month time frame. SARS-CoV-2-specific MBCs and serum antibodies reached steady-state titers with comparable kinetics in infected and vaccinated individuals. Whereas MBCs of infected individuals targeted both prefusion and postfusion Spike (S), most vaccine-elicited MBCs were specific for prefusion S, consistent with the use of prefusion-stabilized S in mRNA vaccines. Furthermore, a large fraction of MBCs recognizing postfusion S cross-reacted with human betacoronaviruses. The avidity of MBC-derived and serum antibodies increased over time resulting in enhanced resilience to viral escape by SARS-CoV-2 variants, including Omicron BA.1 and BA.2 sublineages, albeit only partially for BA.4 and BA.5 sublineages. Overall, the maturation of high-affinity and broadly reactive MBCs provides the basis for effective recall responses to future SARS-CoV-2 variants.
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Affiliation(s)
- Roberta Marzi
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Jessica Bassi
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Istvan Bartha
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Francesco Muoio
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Katja Culap
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Nicole Sprugasci
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Gloria Lombardo
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Christian Saliba
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Elisabetta Cameroni
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Antonino Cassotta
- Institute for Research in Biomedicine, Università della Svizzera italiana, Bellinzona, Switzerland
| | - Jun Siong Low
- Institute for Research in Biomedicine, Università della Svizzera italiana, Bellinzona, Switzerland
- Institute of Microbiology, ETH Zurich, Zurich, Switzerland
| | | | - Matthew McCallum
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | | | - John E. Bowen
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | | | | | | | - Laura Pertusini
- Division of Nephrology, Ente Ospedaliero Cantonale, Lugano, Switzerland
| | - Tatiana Terrot
- Clinical Trial Unit, Ente Ospedaliero Cantonale, Lugano, Switzerland
| | | | - Maciej Tarkowski
- Department of Biomedical and Clinical Sciences “L. Sacco”, University of Milan, Milan, Italy
| | - Agostino Riva
- Department of Biomedical and Clinical Sciences “L. Sacco”, University of Milan, Milan, Italy
- III Division of Infectious Diseases, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital, Milan, Italy
| | - Maira Biggiogero
- Clinical Research Unit, Clinica Luganese Moncucco, Lugano, Switzerland
| | | | - Christian Garzoni
- Clinic of Internal Medicine and Infectious Diseases, Clinica Luganese Moncucco, Lugano, Switzerland
| | - Paolo Ferrari
- Division of Nephrology, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland
- Clinical School, University of New South Wales, Sydney, NSW, Australia
| | - Alessandro Ceschi
- Clinical Trial Unit, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland
- Division of Clinical Pharmacology and Toxicology, Institute of Pharmacological Sciences of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, Zurich, Switzerland
| | - Olivier Giannini
- Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland
- Department of Medicine, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
| | | | | | - Ann Arvin
- Vir Biotechnology, San Francisco, CA, USA
| | - Herbert W. Virgin
- Vir Biotechnology, San Francisco, CA, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, USA
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX, USA
| | - Federica Sallusto
- Institute for Research in Biomedicine, Università della Svizzera italiana, Bellinzona, Switzerland
- Institute of Microbiology, ETH Zurich, Zurich, Switzerland
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | | | - Davide Corti
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Luca Piccoli
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
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13
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Ghosh P, Niesen MJ, Pawlowski C, Bandi H, Yoo U, Lenehan PJ, M. PK, Nadig M, Ross J, Ardhanari S, O’Horo JC, Venkatakrishnan AJ, Rosen CJ, Telenti A, Hurt RT, Soundararajan V. Severe acute infection and chronic pulmonary disease are risk factors for developing post-COVID-19 conditions. medRxiv 2022:2022.11.30.22282831. [PMID: 36523407 PMCID: PMC9753786 DOI: 10.1101/2022.11.30.22282831] [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] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Post-COVID-19 conditions, also known as "long COVID", has significantly impacted the lives of many individuals, but the risk factors for this condition are poorly understood. In this study, we performed a retrospective EHR analysis of 89,843 individuals at a multi-state health system in the United States with PCR-confirmed COVID-19, including 1,086 patients diagnosed with long COVID and 1,086 matched controls not diagnosed with long COVID. For these two cohorts, we evaluated a wide range of clinical covariates, including laboratory tests, medication orders, phenotypes recorded in the clinical notes, and outcomes. We found that chronic pulmonary disease (CPD) was significantly more common as a pre-existing condition for the long COVID cohort than the control cohort (odds ratio: 1.9, 95% CI: [1.5, 2.6]). Additionally, long-COVID patients were more likely to have a history of migraine (odds ratio: 2.2, 95% CI: [1.6, 3.1]) and fibromyalgia (odds ratio: 2.3, 95% CI: [1.3, 3.8]). During the acute infection phase, the following lab measurements were abnormal in the long COVID cohort: high triglycerides (meanlongCOVID: 278.5 mg/dL vs. meancontrol: 141.4 mg/dL), low HDL cholesterol levels (meanlongCOVID: 38.4 mg/dL vs. meancontrol: 52.5 mg/dL), and high neutrophil-lymphocyte ratio (meanlongCOVID: 10.7 vs. meancontrol: 7.2). The hospitalization rate during the acute infection phase was also higher in the long COVID cohort compared to the control cohort (ratelongCOVID: 5% vs. ratecontrol: 1%). Overall, this study suggests that the severity of acute infection and a history of CPD, migraine, CFS, or fibromyalgia may be risk factors for long COVID symptoms. Our findings motivate clinical studies to evaluate whether suppressing acute disease severity proactively, especially in patients at high risk, can reduce incidence of long COVID.
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Affiliation(s)
| | | | | | - Hari Bandi
- nference, inc., Cambridge, Massachusetts 02139, USA
| | - Unice Yoo
- nference, inc., Cambridge, Massachusetts 02139, USA
| | | | | | - Mihika Nadig
- nference, inc., Cambridge, Massachusetts 02139, USA
| | - Jason Ross
- nference, inc., 18 3rd St. S.W., Rochester MN 55902, USA
| | | | | | | | - Clifford J. Rosen
- Maine Medical Center, Portland, ME 04102, USA
- NIH RECOVER Initiative, USA
| | | | | | - Venky Soundararajan
- nference Labs, Bengaluru, India
- nference, inc., Cambridge, Massachusetts 02139, USA
- nference, inc., 18 3rd St. S.W., Rochester MN 55902, USA
- nference, inc. 2424 Erwin Road, Durham, NC 27705, USA
- Anumana, inc., Cambridge, Massachusetts 02139, USA
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14
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Marzi R, Bassi J, Silacci-Fregni C, Bartha I, Muoio F, Culap K, Sprugasci N, Lombardo G, Saliba C, Cameroni E, Cassotta A, Low JS, Walls AC, McCallum M, Tortorici MA, Bowen JE, Dellota EA, Dillen JR, Czudnochowski N, Pertusini L, Terrot T, Lepori V, Tarkowski M, Riva A, Biggiogero M, Pellanda AF, Garzoni C, Ferrari P, Ceschi A, Giannini O, Havenar-Daughton C, Telenti A, Arvin A, Virgin HW, Sallusto F, Veesler D, Lanzavecchia A, Corti D, Piccoli L. Maturation of SARS-CoV-2 Spike-specific memory B cells drives resilience to viral escape. bioRxiv 2022:2022.09.30.509852. [PMID: 36203553 PMCID: PMC9536037 DOI: 10.1101/2022.09.30.509852] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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: 01/28/2023]
Abstract
Memory B cells (MBCs) generate rapid antibody responses upon secondary encounter with a pathogen. Here, we investigated the kinetics, avidity and cross-reactivity of serum antibodies and MBCs in 155 SARS-CoV-2 infected and vaccinated individuals over a 16-month timeframe. SARS-CoV-2-specific MBCs and serum antibodies reached steady-state titers with comparable kinetics in infected and vaccinated individuals. Whereas MBCs of infected individuals targeted both pre- and postfusion Spike (S), most vaccine-elicited MBCs were specific for prefusion S, consistent with the use of prefusion-stabilized S in mRNA vaccines. Furthermore, a large fraction of MBCs recognizing postfusion S cross-reacted with human betacoronaviruses. The avidity of MBC-derived and serum antibodies increased over time resulting in enhanced resilience to viral escape by SARS-CoV-2 variants, including Omicron BA.1 and BA.2 sub-lineages, albeit only partially for BA.4 and BA.5 sublineages. Overall, the maturation of high-affinity and broadly-reactive MBCs provides the basis for effective recall responses to future SARS-CoV-2 variants.
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Affiliation(s)
- Roberta Marzi
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Jessica Bassi
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Istvan Bartha
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Francesco Muoio
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Katja Culap
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Nicole Sprugasci
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Gloria Lombardo
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Christian Saliba
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Elisabetta Cameroni
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Antonino Cassotta
- Institute for Research in Biomedicine, Università della Svizzera italiana, Bellinzona, Switzerland
| | - Jun Siong Low
- Institute for Research in Biomedicine, Università della Svizzera italiana, Bellinzona, Switzerland
| | - Alexandra C Walls
- Department of Biochemistry, University of Washington, Seattle, WA, United States of America
| | - Matthew McCallum
- Department of Biochemistry, University of Washington, Seattle, WA, United States of America
| | - M Alejandra Tortorici
- Department of Biochemistry, University of Washington, Seattle, WA, United States of America
| | - John E Bowen
- Department of Biochemistry, University of Washington, Seattle, WA, United States of America
| | | | - Josh R Dillen
- Vir Biotechnology, San Francisco, CA, United States of America
| | | | - Laura Pertusini
- Division of Nephrology, Ente Ospedaliero Cantonale, Lugano, Switzerland
| | - Tatiana Terrot
- Clinical Trial Unit, Ente Ospedaliero Cantonale, Lugano, Switzerland
| | | | - Maciej Tarkowski
- III Division of Infectious Diseases, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital, Milan, Italy
| | - Agostino Riva
- III Division of Infectious Diseases, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital, Milan, Italy
| | - Maira Biggiogero
- Clinic of Internal Medicine and Infectious Diseases, Clinica Luganese Moncucco, Lugano, Switzerland
| | | | - Christian Garzoni
- Clinic of Internal Medicine and Infectious Diseases, Clinica Luganese Moncucco, Lugano, Switzerland
| | - Paolo Ferrari
- Division of Nephrology, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland
- Clinical School, University of New South Wales, Sydney, Australia
| | - Alessandro Ceschi
- Clinical Trial Unit, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland
- Division of Clinical Pharmacology and Toxicology, Institute of Pharmacological Science of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, Zurich, Switzerland
| | - Olivier Giannini
- Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland
- Department of Medicine, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
| | | | - Amalio Telenti
- Vir Biotechnology, San Francisco, CA, United States of America
| | - Ann Arvin
- Vir Biotechnology, San Francisco, CA, United States of America
| | - Herbert W Virgin
- Vir Biotechnology, San Francisco, CA, United States of America
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, United States of America
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX, United States of America
| | - Federica Sallusto
- Institute for Research in Biomedicine, Università della Svizzera italiana, Bellinzona, Switzerland
- Institute of Microbiology, ETH Zurich, Zurich, Switzerland
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA, United States of America
| | | | - Davide Corti
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Luca Piccoli
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
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15
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Maher MC, Soriaga LB, Gupta A, Chen YP, di Iulio J, Ledoux S, Smithey MJ, Cathcart AL, McKusick K, Sun D, Aldinger M, Alexander E, Purcell L, Ding X, Peppercorn A, Austin D, Mogalian E, Yeh WW, Shapiro AE, Corti D, Virgin HW, Pang PS, Telenti A. Antibody therapy reverses biological signatures of COVID-19 progression. Cell Rep Med 2022; 3:100721. [PMID: 35977462 PMCID: PMC9380250 DOI: 10.1016/j.xcrm.2022.100721] [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: 02/09/2022] [Revised: 05/21/2022] [Accepted: 07/20/2022] [Indexed: 01/19/2023]
Abstract
Understanding who is at risk of progression to severe coronavirus disease 2019 (COVID-19) is key to clinical decision making and effective treatment. We study correlates of disease severity in the COMET-ICE clinical trial that randomized 1:1 to placebo or to sotrovimab, a monoclonal antibody for the treatment of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (ClinicalTrials.gov04545060). Laboratory parameters identify study participants at greater risk of severe disease, including a high neutrophil-to-lymphocyte ratio (NLR), a negative SARS-CoV-2 serologic test, and whole-blood transcriptome profiles. Sotrovimab treatment is associated with normalization of NLR and the transcriptomic profile and with a decrease of viral RNA in nasopharyngeal samples. Transcriptomics provides the most sensitive detection of participants who would go on to be hospitalized or die. To facilitate timely measurement, we identify a 10-gene signature with similar predictive accuracy. We identify markers of risk for disease progression and demonstrate that normalization of these parameters occurs with antibody treatment of established infection.
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Affiliation(s)
- M. Cyrus Maher
- Vir Biotechnology, San Francisco, CA, USA,Corresponding author
| | | | - Anil Gupta
- Albion Finch Medical, William Osler Health Centre, Toronto, ON, Canada
| | | | | | | | | | | | | | - David Sun
- Vir Biotechnology, San Francisco, CA, USA
| | | | | | | | - Xiao Ding
- Vir Biotechnology, San Francisco, CA, USA
| | | | | | | | | | - Adrienne E. Shapiro
- Departments of Global Health and Medicine, University of Washington and Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Herbert W. Virgin
- Vir Biotechnology, San Francisco, CA, USA,Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA,Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX 75390, USA
| | | | - Amalio Telenti
- Vir Biotechnology, San Francisco, CA, USA,Corresponding author
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16
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Tortorici MA, Walls AC, Joshi A, Park YJ, Eguia RT, Miranda MC, Kepl E, Dosey A, Stevens-Ayers T, Boeckh MJ, Telenti A, Lanzavecchia A, King NP, Corti D, Bloom JD, Veesler D. Structure, receptor recognition, and antigenicity of the human coronavirus CCoV-HuPn-2018 spike glycoprotein. Cell 2022; 185:2279-2291.e17. [PMID: 35700730 PMCID: PMC9135795 DOI: 10.1016/j.cell.2022.05.019] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [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: 10/11/2021] [Revised: 04/24/2022] [Accepted: 05/23/2022] [Indexed: 02/01/2023]
Abstract
The isolation of CCoV-HuPn-2018 from a child respiratory swab indicates that more coronaviruses are spilling over to humans than previously appreciated. We determined the structures of the CCoV-HuPn-2018 spike glycoprotein trimer in two distinct conformational states and showed that its domain 0 recognizes sialosides. We identified that the CCoV-HuPn-2018 spike binds canine, feline, and porcine aminopeptidase N (APN) orthologs, which serve as entry receptors, and determined the structure of the receptor-binding B domain in complex with canine APN. The introduction of an oligosaccharide at position N739 of human APN renders cells susceptible to CCoV-HuPn-2018 spike-mediated entry, suggesting that single-nucleotide polymorphisms might account for viral detection in some individuals. Human polyclonal plasma antibodies elicited by HCoV-229E infection and a porcine coronavirus monoclonal antibody inhibit CCoV-HuPn-2018 spike-mediated entry, underscoring the cross-neutralizing activity among ɑ-coronaviruses. These data pave the way for vaccine and therapeutic development targeting this zoonotic pathogen representing the eighth human-infecting coronavirus.
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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
| | - Anshu Joshi
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Young-Jun Park
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Rachel T Eguia
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, 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
| | - Annie Dosey
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Terry Stevens-Ayers
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Michael J Boeckh
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | | | - Antonio Lanzavecchia
- Istituto Nazionale Genetica Molecolare, 20122 Milano, Italy; Humabs Biomed SA-a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Neil P King
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA; Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Davide Corti
- Humabs Biomed SA-a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Jesse D Bloom
- Basic Sciences Division, 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, University of Washington, Seattle, WA 98195, USA.
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17
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Abstract
Our understanding of the still unfolding severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic would have been extremely limited without the study of the genetics and evolution of this new human coronavirus. Large-scale genome-sequencing efforts have provided close to real-time tracking of the global spread and diversification of SARS-CoV-2 since its entry into the human population in late 2019. These data have underpinned analysis of its origins, epidemiology, and adaptations to the human population: principally immune evasion and increasing transmissibility. SARS-CoV-2, despite being a new human pathogen, was highly capable of human-to-human transmission. During its rapid spread in humans, SARS-CoV-2 has evolved independent new forms, the so-called "variants of concern," that are better optimized for human-to-human transmission. The most important adaptation of the bat coronavirus progenitor of both SARS-CoV-1 and SARS-CoV-2 for human infection (and other mammals) is the use of the angiotensin-converting enzyme 2 (ACE2) receptor. Relaxed structural constraints provide plasticity to SARS-related coronavirus spike protein permitting it to accommodate significant amino acid replacements of antigenic consequence without compromising the ability to bind to ACE2. Although the bulk of research has justifiably concentrated on the viral spike protein as the main determinant of antigenic evolution and changes in transmissibility, there is accumulating evidence for the contribution of other regions of the viral proteome to virus-host interaction. Whereas levels of community transmission of recombinants compromising genetically distinct variants are at present low, when divergent variants cocirculate, recombination between SARS-CoV-2 clades is being detected, increasing the risk that viruses with new properties emerge. Applying computational and machine learning methods to genome sequence data sets to generate experimentally verifiable predictions will serve as an early warning system for novel variant surveillance and will be important in future vaccine planning. Omicron, the latest SARS-CoV-2 variant of concern, has focused attention on step change antigenic events, "shift," as opposed to incremental "drift" changes in antigenicity. Both an increase in transmissibility and antigenic shift in Omicron led to it readily causing infections in the fully vaccinated and/or previously infected. Omicron's virulence, while reduced relative to the variant of concern it replaced, Delta, is very much premised on the past immune exposure of individuals with a clear signal that boosted vaccination protects from severe disease. Currently, SARS-CoV-2 has proven itself to be a dangerous new human respiratory pathogen with an unpredictable evolutionary capacity, leading to a risk of future variants too great not to ensure all regions of the world are screened by viral genome sequencing, protected through available and affordable vaccines, and have non-punitive strategies in place for detecting and responding to novel variants of concern.
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Affiliation(s)
- Amalio Telenti
- Vir Biotechnology, San Francisco, California 94158, USA.,Department of Integrative Structural and Computational Biology, Scripps Research, La Jolla, California 92037, USA
| | - Emma B Hodcroft
- Institute of Social and Preventive Medicine, University of Bern, 3012 Bern, Switzerland.,Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
| | - David L Robertson
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
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18
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Maher MC, Bartha I, Weaver S, di Iulio J, Ferri E, Soriaga L, Lempp FA, Hie BL, Bryson B, Berger B, Robertson DL, Snell G, Corti D, Virgin HW, Kosakovsky Pond SL, Telenti A. Predicting the mutational drivers of future SARS-CoV-2 variants of concern. Sci Transl Med 2022; 14:eabk3445. [PMID: 35014856 PMCID: PMC8939770 DOI: 10.1126/scitranslmed.abk3445] [Citation(s) in RCA: 73] [Impact Index Per Article: 36.5] [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: 07/07/2021] [Accepted: 01/06/2022] [Indexed: 12/17/2022]
Abstract
SARS-CoV-2 evolution threatens vaccine- and natural infection-derived immunity as well as the efficacy of therapeutic antibodies. To improve public health preparedness, we sought to predict which existing amino acid mutations in SARS-CoV-2 might contribute to future variants of concern. We tested the predictive value of features comprising epidemiology, evolution, immunology, and neural network-based protein sequence modeling, and identified primary biological drivers of SARS-CoV-2 intra-pandemic evolution. We found evidence that ACE2-mediated transmissibility and resistance to population-level host immunity has waxed and waned as a primary driver of SARS-CoV-2 evolution over time. We retroactively identified with high accuracy (area under the receiver operator characteristic curve, AUROC=0.92-0.97) mutations that will spread, at up to four months in advance, across different phases of the pandemic. The behavior of the model was consistent with a plausible causal structure wherein epidemiological covariates combine the effects of diverse and shifting drivers of viral fitness. We applied our model to forecast mutations that will spread in the future and characterize how these mutations affect the binding of therapeutic antibodies. These findings demonstrate that it is possible to forecast the driver mutations that could appear in emerging SARS-CoV-2 variants of concern. We validate this result against Omicron, showing elevated predictive scores for its component mutations prior to emergence, and rapid score increase across daily forecasts during emergence. This modeling approach may be applied to any rapidly evolving pathogens with sufficiently dense genomic surveillance data, such as influenza, and unknown future pandemic viruses.
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Affiliation(s)
| | - Istvan Bartha
- Vir Biotechnology, San Francisco, California 94158, USA
| | - Steven Weaver
- Department of Biology Institute for Genomics and Evolutionary Medicine Temple University, Philadelphia, PA 19122
| | | | - Elena Ferri
- Vir Biotechnology, San Francisco, California 94158, USA
| | - Leah Soriaga
- Vir Biotechnology, San Francisco, California 94158, USA
| | | | - Brian L. Hie
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Bryan Bryson
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Bonnie Berger
- Department of Mathematics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Computer Science and Artificial Intelligence Laboratory. Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - David L. Robertson
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow GS1 1QH, UK
| | - Gyorgy Snell
- Vir Biotechnology, San Francisco, California 94158, USA
| | - Davide Corti
- Vir Biotechnology, San Francisco, California 94158, USA
| | - Herbert W. Virgin
- Vir Biotechnology, San Francisco, California 94158, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX 75390, USA
| | - Sergei L. Kosakovsky Pond
- Department of Biology Institute for Genomics and Evolutionary Medicine Temple University, Philadelphia, PA 19122
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19
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Cameroni E, Bowen JE, Rosen LE, Saliba C, Zepeda SK, Culap K, Pinto D, VanBlargan LA, De Marco A, di Iulio J, Zatta F, Kaiser H, Noack J, Farhat N, Czudnochowski N, Havenar-Daughton C, Sprouse KR, Dillen JR, Powell AE, Chen A, Maher C, Yin L, Sun D, Soriaga L, Bassi J, Silacci-Fregni C, Gustafsson C, Franko NM, Logue J, Iqbal NT, Mazzitelli I, Geffner J, Grifantini R, Chu H, Gori A, Riva A, Giannini O, Ceschi A, Ferrari P, Cippà PE, Franzetti-Pellanda A, Garzoni C, Halfmann PJ, Kawaoka Y, Hebner C, Purcell LA, Piccoli L, Pizzuto MS, Walls AC, Diamond MS, Telenti A, Virgin HW, Lanzavecchia A, Snell G, Veesler D, Corti D. Broadly neutralizing antibodies overcome SARS-CoV-2 Omicron antigenic shift. Nature 2022. [PMID: 35016195 DOI: 10.1101/2021.12.12.472269v2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/13/2023]
Abstract
The recently emerged SARS-CoV-2 Omicron variant encodes 37 amino acid substitutions in the spike protein, 15 of which are in the receptor-binding domain (RBD), thereby raising concerns about the effectiveness of available vaccines and antibody-based therapeutics. Here we show that the Omicron RBD binds to human ACE2 with enhanced affinity, relative to the Wuhan-Hu-1 RBD, and binds to mouse ACE2. Marked reductions in neutralizing activity were observed against Omicron compared to the ancestral pseudovirus in plasma from convalescent individuals and from individuals who had been vaccinated against SARS-CoV-2, but this loss was less pronounced after a third dose of vaccine. Most monoclonal antibodies that are directed against the receptor-binding motif lost in vitro neutralizing activity against Omicron, with only 3 out of 29 monoclonal antibodies retaining unaltered potency, including the ACE2-mimicking S2K146 antibody1. Furthermore, a fraction of broadly neutralizing sarbecovirus monoclonal antibodies neutralized Omicron through recognition of antigenic sites outside the receptor-binding motif, including sotrovimab2, S2X2593 and S2H974. The magnitude of Omicron-mediated immune evasion marks a major antigenic shift in SARS-CoV-2. Broadly neutralizing monoclonal antibodies that recognize RBD epitopes that are conserved among SARS-CoV-2 variants and other sarbecoviruses may prove key to controlling the ongoing pandemic and future zoonotic spillovers.
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MESH Headings
- Angiotensin-Converting Enzyme 2/metabolism
- Animals
- Antibodies, Monoclonal/immunology
- Antibodies, Monoclonal/therapeutic use
- Antibodies, Monoclonal, Humanized/immunology
- Antibodies, Neutralizing/immunology
- Antibodies, Viral/blood
- Antibodies, Viral/immunology
- Antigenic Drift and Shift/genetics
- Antigenic Drift and Shift/immunology
- Broadly Neutralizing Antibodies/immunology
- COVID-19 Vaccines/immunology
- Cell Line
- Convalescence
- Epitopes, B-Lymphocyte/immunology
- Humans
- Immune Evasion
- Mice
- Neutralization Tests
- SARS-CoV-2/chemistry
- SARS-CoV-2/classification
- SARS-CoV-2/genetics
- SARS-CoV-2/immunology
- Spike Glycoprotein, Coronavirus/chemistry
- Spike Glycoprotein, Coronavirus/genetics
- Spike Glycoprotein, Coronavirus/immunology
- Spike Glycoprotein, Coronavirus/metabolism
- Vesiculovirus/genetics
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Affiliation(s)
- Elisabetta Cameroni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - John E Bowen
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | | | - Christian Saliba
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Samantha K Zepeda
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Katja Culap
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Dora Pinto
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Laura A VanBlargan
- Department of Medicine, Washington University of School of Medicine, St Louis, MO, USA
| | - Anna De Marco
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Fabrizia Zatta
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | | | | | | | - Kaitlin R Sprouse
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | | | | | - Alex Chen
- Vir Biotechnology, San Francisco, CA, USA
| | | | - Li Yin
- Vir Biotechnology, San Francisco, CA, USA
| | - David Sun
- Vir Biotechnology, San Francisco, CA, USA
| | | | - Jessica Bassi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | - Nicholas M Franko
- Division of Allergy and Infectious Diseases, University of Washington, Seattle, WA, USA
| | - Jenni Logue
- Division of Allergy and Infectious Diseases, University of Washington, Seattle, WA, USA
| | - Najeeha Talat Iqbal
- Department of Paediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Ignacio Mazzitelli
- Instituto de Investigaciones Biomédicas en Retrovirus y SIDA (INBIRS), Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Jorge Geffner
- Instituto de Investigaciones Biomédicas en Retrovirus y SIDA (INBIRS), Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina
| | | | - Helen Chu
- Division of Allergy and Infectious Diseases, University of Washington, Seattle, WA, USA
| | - Andrea Gori
- Infectious Disease Unit, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Agostino Riva
- Department of Biomedical and Clinical Sciences 'L.Sacco' (DIBIC), Università di Milano, Milan, Italy
| | - Olivier Giannini
- Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland
- Department of Medicine, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
| | - Alessandro Ceschi
- Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland
- Clinical Trial Unit, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Division of Clinical Pharmacology and Toxicology, Institute of Pharmacological Sciences of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, Zurich, Switzerland
| | - Paolo Ferrari
- Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland
- Division of Nephrology, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Pietro E Cippà
- Department of Medicine, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
- Division of Nephrology, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | | | - Christian Garzoni
- Clinic of Internal Medicine and Infectious Diseases, Clinica Luganese Moncucco, Lugano, Switzerland
| | - Peter J Halfmann
- Influenza Research Institute, Department of Pathobiological Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | - Yoshihiro Kawaoka
- Influenza Research Institute, Department of Pathobiological Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA
- Division of Virology, Department of Microbiology and Immunology, Institute of Medical Science, University of Tokyo, Tokyo, Japan
- The Research Center for Global Viral Diseases, National Center for Global Health and Medicine Research Institute, Tokyo, Japan
| | | | | | - Luca Piccoli
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Alexandra C Walls
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Howard Hughes Medical Institute, Seattle, WA, USA
| | - Michael S Diamond
- Department of Medicine, Washington University of School of Medicine, St Louis, MO, 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
| | | | - Herbert W Virgin
- Vir Biotechnology, San Francisco, CA, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, USA
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX, USA
| | - Antonio Lanzavecchia
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
- National Institute of Molecular Genetics, Milan, Italy
| | | | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA, USA.
- Howard Hughes Medical Institute, Seattle, WA, USA.
| | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland.
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20
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Alcaide E, Biderman S, Telenti A, Maher MC. MP-NeRF: A massively parallel method for accelerating protein structure reconstruction from internal coordinates. J Comput Chem 2022; 43:74-78. [PMID: 34709663 DOI: 10.1002/jcc.26768] [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] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 10/03/2021] [Indexed: 11/12/2022]
Abstract
The conversion of proteins between internal and cartesian coordinates is a limiting step in many pipelines, such as molecular dynamics simulations and machine learning models. This conversion is typically carried out by sequential or parallel applications of the Natural extension of Reference Frame (NeRF) algorithm. This work proposes a massively parallel NeRF implementation which, depending on the polymer length, achieves speedups between 400 and 1200× over the previous state-of-the-art. It accomplishes this by dividing the conversion into three main phases: parallel composition of the monomer backbone, assembly of backbone subunits, and parallel elongation of sidechains; and by batching these computations into a minimal number of efficient matrix operations. Special emphasis is placed on reusability and ease of use. We open source the code (available at https://github.com/EleutherAI/mp_nerf) and provide a corresponding python package.
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Affiliation(s)
- Eric Alcaide
- Data Sciences, Vir Biotechnology Inc., San Francisco, California, USA.,EleutherAI
| | | | - Amalio Telenti
- Data Sciences, Vir Biotechnology Inc., San Francisco, California, USA
| | - M Cyrus Maher
- Data Sciences, Vir Biotechnology Inc., San Francisco, California, USA
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21
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Cameroni E, Bowen JE, Rosen LE, Saliba C, Zepeda SK, Culap K, Pinto D, VanBlargan LA, De Marco A, di Iulio J, Zatta F, Kaiser H, Noack J, Farhat N, Czudnochowski N, Havenar-Daughton C, Sprouse KR, Dillen JR, Powell AE, Chen A, Maher C, Yin L, Sun D, Soriaga L, Bassi J, Silacci-Fregni C, Gustafsson C, Franko NM, Logue J, Iqbal NT, Mazzitelli I, Geffner J, Grifantini R, Chu H, Gori A, Riva A, Giannini O, Ceschi A, Ferrari P, Cippà PE, Franzetti-Pellanda A, Garzoni C, Halfmann PJ, Kawaoka Y, Hebner C, Purcell LA, Piccoli L, Pizzuto MS, Walls AC, Diamond MS, Telenti A, Virgin HW, Lanzavecchia A, Snell G, Veesler D, Corti D. Broadly neutralizing antibodies overcome SARS-CoV-2 Omicron antigenic shift. Nature 2021. [DOI: 10.1038/d41586-021-03825-4] [Citation(s) in RCA: 83] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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22
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Cameroni E, Saliba C, Bowen JE, Rosen LE, Culap K, Pinto D, VanBlargan LA, De Marco A, Zepeda SK, Iulio JD, Zatta F, Kaiser H, Noack J, Farhat N, Czudnochowski N, Havenar-Daughton C, Sprouse KR, Dillen JR, Powell AE, Chen A, Maher C, Yin L, Sun D, Soriaga L, Bassi J, Silacci-Fregni C, Gustafsson C, Franko NM, Logue J, Iqbal NT, Mazzitelli I, Geffner J, Grifantini R, Chu H, Gori A, Riva A, Giannini O, Ceschi A, Ferrari P, Cippà P, Franzetti-Pellanda A, Garzoni C, Halfmann PJ, Kawaoka Y, Hebner C, Purcell LA, Piccoli L, Pizzuto MS, Walls AC, Diamond MS, Telenti A, Virgin HW, Lanzavecchia A, Veesler D, Snell G, Corti D. Broadly neutralizing antibodies overcome SARS-CoV-2 Omicron antigenic shift. bioRxiv 2021:2021.12.12.472269. [PMID: 34931194 PMCID: PMC8687478 DOI: 10.1101/2021.12.12.472269] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
The recently emerged SARS-CoV-2 Omicron variant harbors 37 amino acid substitutions in the spike (S) protein, 15 of which are in the receptor-binding domain (RBD), thereby raising concerns about the effectiveness of available vaccines and antibody therapeutics. Here, we show that the Omicron RBD binds to human ACE2 with enhanced affinity relative to the Wuhan-Hu-1 RBD and acquires binding to mouse ACE2. Severe reductions of plasma neutralizing activity were observed against Omicron compared to the ancestral pseudovirus for vaccinated and convalescent individuals. Most (26 out of 29) receptor-binding motif (RBM)-directed monoclonal antibodies (mAbs) lost in vitro neutralizing activity against Omicron, with only three mAbs, including the ACE2-mimicking S2K146 mAb 1 , retaining unaltered potency. Furthermore, a fraction of broadly neutralizing sarbecovirus mAbs recognizing antigenic sites outside the RBM, including sotrovimab 2 , S2X259 3 and S2H97 4 , neutralized Omicron. The magnitude of Omicron-mediated immune evasion and the acquisition of binding to mouse ACE2 mark a major SARS-CoV-2 mutational shift. Broadly neutralizing sarbecovirus mAbs recognizing epitopes conserved among SARS-CoV-2 variants and other sarbecoviruses may prove key to controlling the ongoing pandemic and future zoonotic spillovers.
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23
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Pinto D, Sauer MM, Czudnochowski N, Low JS, Tortorici MA, Housley MP, Noack J, Walls AC, Bowen JE, Guarino B, Rosen LE, di Iulio J, Jerak J, Kaiser H, Islam S, Jaconi S, Sprugasci N, Culap K, Abdelnabi R, Foo C, Coelmont L, Bartha I, Bianchi S, Silacci-Fregni C, Bassi J, Marzi R, Vetti E, Cassotta A, Ceschi A, Ferrari P, Cippà PE, Giannini O, Ceruti S, Garzoni C, Riva A, Benigni F, Cameroni E, Piccoli L, Pizzuto MS, Smithey M, Hong D, Telenti A, Lempp FA, Neyts J, Havenar-Daughton C, Lanzavecchia A, Sallusto F, Snell G, Virgin HW, Beltramello M, Corti D, Veesler D. Broad betacoronavirus neutralization by a stem helix-specific human antibody. Science 2021; 373:1109-1116. [PMID: 34344823 PMCID: PMC9268357 DOI: 10.1126/science.abj3321] [Citation(s) in RCA: 233] [Impact Index Per Article: 77.7] [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: 05/06/2021] [Accepted: 07/29/2021] [Indexed: 12/11/2022]
Abstract
The spillovers of betacoronaviruses in humans and the emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants highlight the need for broad coronavirus countermeasures. We describe five monoclonal antibodies (mAbs) cross-reacting with the stem helix of multiple betacoronavirus spike glycoproteins isolated from COVID-19 convalescent individuals. Using structural and functional studies, we show that the mAb with the greatest breadth (S2P6) neutralizes pseudotyped viruses from three different subgenera through the inhibition of membrane fusion, and we delineate the molecular basis for its cross-reactivity. S2P6 reduces viral burden in hamsters challenged with SARS-CoV-2 through viral neutralization and Fc-mediated effector functions. Stem helix antibodies are rare, oftentimes of narrow specificity, and can acquire neutralization breadth through somatic mutations. These data provide a framework for structure-guided design of pan-betacoronavirus vaccines eliciting broad protection.
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Affiliation(s)
- Dora Pinto
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Maximilian M. Sauer
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | | | - Jun Siong Low
- Institute for Research in Biomedicine, Università della Svizzera italiana, 6500 Bellinzona, Switzerland
| | | | | | - Julia Noack
- Vir Biotechnology, San Francisco, CA 94158, USA
| | - Alexandra C. Walls
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - John E. Bowen
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Barbara Guarino
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | | | - Josipa Jerak
- Institute for Research in Biomedicine, Università della Svizzera italiana, 6500 Bellinzona, Switzerland
| | | | | | - Stefano Jaconi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Nicole Sprugasci
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Katja Culap
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Rana Abdelnabi
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, 3000 Leuven, Belgium
| | - Caroline Foo
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, 3000 Leuven, Belgium
| | - Lotte Coelmont
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, 3000 Leuven, Belgium
| | - Istvan Bartha
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Siro Bianchi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | - Jessica Bassi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Roberta Marzi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Eneida Vetti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Antonino Cassotta
- Institute for Research in Biomedicine, Università della Svizzera italiana, 6500 Bellinzona, Switzerland
| | - Alessandro Ceschi
- Clinical Trial Unit, Ente Ospedaliero Cantonale, 6900 Lugano, Switzerland
- Division of Clinical Pharmacology and Toxicology, Institute of Pharmacological Sciences of Southern Switzerland, Ente Ospedaliero Cantonale, 6900 Lugano, Switzerland
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, 8091 Zurich, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera italiana, 6900 Lugano, Switzerland
| | - Paolo Ferrari
- Faculty of Biomedical Sciences, Università della Svizzera italiana, 6900 Lugano, Switzerland
- Department of Medicine, Ente Ospedaliero Cantonale, 6500 Bellinzona, Switzerland
- Clinical School, University of New South Wales, Sydney, NSW, 2052, Australia
| | - Pietro E. Cippà
- Department of Medicine, Ente Ospedaliero Cantonale, 6500 Bellinzona, Switzerland
- Faculty of Medicine, University of Zurich, 8057 Zurich, Switzerland
| | - Olivier Giannini
- Faculty of Biomedical Sciences, Università della Svizzera italiana, 6900 Lugano, Switzerland
- Department of Medicine, Ente Ospedaliero Cantonale, 6500 Bellinzona, Switzerland
| | - Samuele Ceruti
- Intensive Care Unit, Clinica Luganese Moncucco, 6900 Lugano, Switzerland
| | - Christian Garzoni
- Clinic of Internal Medicine and Infectious Diseases, Clinica Luganese Moncucco, 6900 Lugano, Switzerland
| | - Agostino Riva
- III Division of Infectious Diseases, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital, 20157 Milan, Italy
| | - Fabio Benigni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Elisabetta Cameroni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Luca Piccoli
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Matteo S. Pizzuto
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | - David Hong
- Vir Biotechnology, San Francisco, CA 94158, USA
| | | | | | - Johan Neyts
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, 3000 Leuven, Belgium
| | | | - Antonio Lanzavecchia
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Federica Sallusto
- Institute for Research in Biomedicine, Università della Svizzera italiana, 6500 Bellinzona, Switzerland
- Institute of Microbiology, ETH Zurich, 8093 Zurich, Switzerland
| | | | - Herbert W. Virgin
- Vir Biotechnology, San Francisco, CA 94158, USA
- UT Southwestern Medical Center, Dallas, TX 75390, USA
- Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Martina Beltramello
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - 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
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Tortorici MA, Czudnochowski N, Starr TN, Marzi R, Walls AC, Zatta F, Bowen JE, Jaconi S, Di Iulio J, Wang Z, De Marco A, Zepeda SK, Pinto D, Liu Z, Beltramello M, Bartha I, Housley MP, Lempp FA, Rosen LE, Dellota E, Kaiser H, Montiel-Ruiz M, Zhou J, Addetia A, Guarino B, Culap K, Sprugasci N, Saliba C, Vetti E, Giacchetto-Sasselli I, Fregni CS, Abdelnabi R, Foo SYC, Havenar-Daughton C, Schmid MA, Benigni F, Cameroni E, Neyts J, Telenti A, Virgin HW, Whelan SPJ, Snell G, Bloom JD, Corti D, Veesler D, Pizzuto MS. Broad sarbecovirus neutralization by a human monoclonal antibody. Nature 2021; 597:103-108. [PMID: 34280951 PMCID: PMC9341430 DOI: 10.1038/s41586-021-03817-4] [Citation(s) in RCA: 163] [Impact Index Per Article: 54.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 07/09/2021] [Indexed: 02/06/2023]
Abstract
The recent emergence of SARS-CoV-2 variants of concern1-10 and the recurrent spillovers of coronaviruses11,12 into the human population highlight the need for broadly neutralizing antibodies that are not affected by the ongoing antigenic drift and that can prevent or treat future zoonotic infections. Here we describe a human monoclonal antibody designated S2X259, which recognizes a highly conserved cryptic epitope of the receptor-binding domain and cross-reacts with spikes from all clades of sarbecovirus. S2X259 broadly neutralizes spike-mediated cell entry of SARS-CoV-2, including variants of concern (B.1.1.7, B.1.351, P.1, and B.1.427/B.1.429), as well as a wide spectrum of human and potentially zoonotic sarbecoviruses through inhibition of angiotensin-converting enzyme 2 (ACE2) binding to the receptor-binding domain. Furthermore, deep-mutational scanning and in vitro escape selection experiments demonstrate that S2X259 possesses an escape profile that is limited to a single substitution, G504D. We show that prophylactic and therapeutic administration of S2X259 protects Syrian hamsters (Mesocricetus auratus) against challenge with the prototypic SARS-CoV-2 and the B.1.351 variant of concern, which suggests that this monoclonal antibody is a promising candidate for the prevention and treatment of emergent variants and zoonotic infections. Our data reveal a key antigenic site that is targeted by broadly neutralizing antibodies and will guide the design of vaccines that are effective against all sarbecoviruses.
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Affiliation(s)
- M Alejandra Tortorici
- Department of Biochemistry, University of Washington, Seattle, WA, USA
- Institut Pasteur and CNRS UMR 3569, Unité de Virologie Structurale, Paris, France
| | | | - Tyler N Starr
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Roberta Marzi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Alexandra C Walls
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Fabrizia Zatta
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - John E Bowen
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Stefano Jaconi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Zhaoqian Wang
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Anna De Marco
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Samantha K Zepeda
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Dora Pinto
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Zhuoming Liu
- Department of Molecular Microbiology, Washington University School of Medicine, St Louis, MO, USA
| | - Martina Beltramello
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Istvan Bartha
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | | | | | | | | | - Jiayi Zhou
- Vir Biotechnology, San Francisco, CA, USA
| | - Amin Addetia
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | - Katja Culap
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Nicole Sprugasci
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Christian Saliba
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Eneida Vetti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | - Rana Abdelnabi
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Leuven, Belgium
| | - Shi-Yan Caroline Foo
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Leuven, Belgium
| | | | - Michael A Schmid
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Fabio Benigni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Elisabetta Cameroni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Johan Neyts
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Leuven, Belgium
| | | | | | - Sean P J Whelan
- Department of Molecular Microbiology, Washington University School of Medicine, St Louis, MO, USA
| | | | - Jesse D Bloom
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Howard Hughes Medical Institute, Seattle, WA, USA
| | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland.
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA, USA.
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25
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Lempp FA, Soriaga LB, Montiel-Ruiz M, Benigni F, Noack J, Park YJ, Bianchi S, Walls AC, Bowen JE, Zhou J, Kaiser H, Joshi A, Agostini M, Meury M, Dellota E, Jaconi S, Cameroni E, Martinez-Picado J, Vergara-Alert J, Izquierdo-Useros N, Virgin HW, Lanzavecchia A, Veesler D, Purcell LA, Telenti A, Corti D. Lectins enhance SARS-CoV-2 infection and influence neutralizing antibodies. Nature 2021; 598:342-347. [PMID: 34464958 DOI: 10.1038/s41586-021-03925-1] [Citation(s) in RCA: 189] [Impact Index Per Article: 63.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Accepted: 08/18/2021] [Indexed: 12/12/2022]
Abstract
SARS-CoV-2 infection-which involves both cell attachment and membrane fusion-relies on the angiotensin-converting enzyme 2 (ACE2) receptor, which is paradoxically found at low levels in the respiratory tract1-3, suggesting that there may be additional mechanisms facilitating infection. Here we show that C-type lectin receptors, DC-SIGN, L-SIGN and the sialic acid-binding immunoglobulin-like lectin 1 (SIGLEC1) function as attachment receptors by enhancing ACE2-mediated infection and modulating the neutralizing activity of different classes of spike-specific antibodies. Antibodies to the amino-terminal domain or to the conserved site at the base of the receptor-binding domain, while poorly neutralizing infection of ACE2-overexpressing cells, effectively block lectin-facilitated infection. Conversely, antibodies to the receptor binding motif, while potently neutralizing infection of ACE2-overexpressing cells, poorly neutralize infection of cells expressing DC-SIGN or L-SIGN and trigger fusogenic rearrangement of the spike, promoting cell-to-cell fusion. Collectively, these findings identify a lectin-dependent pathway that enhances ACE2-dependent infection by SARS-CoV-2 and reveal distinct mechanisms of neutralization by different classes of spike-specific antibodies.
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Affiliation(s)
| | | | | | - Fabio Benigni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Young-Jun Park
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Siro Bianchi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Alexandra C Walls
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - John E Bowen
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Jiayi Zhou
- Vir Biotechnology, San Francisco, CA, USA
| | | | - Anshu Joshi
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | | | | | | | - Stefano Jaconi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Elisabetta Cameroni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Javier Martinez-Picado
- IrsiCaixa AIDS Research Institute, Badalona, Spain.,University of Vic-Central University of Catalonia (UVic-UCC), Vic, Spain.,Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain
| | - Júlia Vergara-Alert
- IRTA, Centre de Recerca en Sanitat Animal (CReSA, IRTA-UAB), Campus de la UAB, Bellaterra (Cerdanyola del Vallès), Spain
| | - Nuria Izquierdo-Useros
- IrsiCaixa AIDS Research Institute, Badalona, Spain.,Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, Badalona, Spain
| | - Herbert W Virgin
- Vir Biotechnology, San Francisco, CA, USA.,Department of Pathology and Immunology, Washington University School of Medicine, Saint Louis, MO, USA.,Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX, USA
| | | | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | | | | | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland.
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26
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Starr TN, Czudnochowski N, Liu Z, Zatta F, Park YJ, Addetia A, Pinto D, Beltramello M, Hernandez P, Greaney AJ, Marzi R, Glass WG, Zhang I, Dingens AS, Bowen JE, Tortorici MA, Walls AC, Wojcechowskyj JA, De Marco A, Rosen LE, Zhou J, Montiel-Ruiz M, Kaiser H, Dillen JR, Tucker H, Bassi J, Silacci-Fregni C, Housley MP, di Iulio J, Lombardo G, Agostini M, Sprugasci N, Culap K, Jaconi S, Meury M, Dellota E, Abdelnabi R, Foo SYC, Cameroni E, Stumpf S, Croll TI, Nix JC, Havenar-Daughton C, Piccoli L, Benigni F, Neyts J, Telenti A, Lempp FA, Pizzuto MS, Chodera JD, Hebner CM, Virgin HW, Whelan SPJ, Veesler D, Corti D, Bloom JD, Snell G. SARS-CoV-2 RBD antibodies that maximize breadth and resistance to escape. Nature 2021; 597:97-102. [PMID: 34261126 PMCID: PMC9282883 DOI: 10.1038/s41586-021-03807-6] [Citation(s) in RCA: 292] [Impact Index Per Article: 97.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 07/06/2021] [Indexed: 02/07/2023]
Abstract
An ideal therapeutic anti-SARS-CoV-2 antibody would resist viral escape1-3, have activity against diverse sarbecoviruses4-7, and be highly protective through viral neutralization8-11 and effector functions12,13. Understanding how these properties relate to each other and vary across epitopes would aid the development of therapeutic antibodies and guide vaccine design. Here we comprehensively characterize escape, breadth and potency across a panel of SARS-CoV-2 antibodies targeting the receptor-binding domain (RBD). Despite a trade-off between in vitro neutralization potency and breadth of sarbecovirus binding, we identify neutralizing antibodies with exceptional sarbecovirus breadth and a corresponding resistance to SARS-CoV-2 escape. One of these antibodies, S2H97, binds with high affinity across all sarbecovirus clades to a cryptic epitope and prophylactically protects hamsters from viral challenge. Antibodies that target the angiotensin-converting enzyme 2 (ACE2) receptor-binding motif (RBM) typically have poor breadth and are readily escaped by mutations despite high neutralization potency. Nevertheless, we also characterize a potent RBM antibody (S2E128) with breadth across sarbecoviruses related to SARS-CoV-2 and a high barrier to viral escape. These data highlight principles underlying variation in escape, breadth and potency among antibodies that target the RBD, and identify epitopes and features to prioritize for therapeutic development against the current and potential future pandemics.
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MESH Headings
- Adult
- Aged
- Animals
- Antibodies, Monoclonal/chemistry
- Antibodies, Monoclonal/immunology
- Antibodies, Viral/chemistry
- Antibodies, Viral/immunology
- Antibody Affinity
- Broadly Neutralizing Antibodies/chemistry
- Broadly Neutralizing Antibodies/immunology
- COVID-19/immunology
- COVID-19/virology
- COVID-19 Vaccines/chemistry
- COVID-19 Vaccines/immunology
- Cell Line
- Cricetinae
- Cross Reactions/immunology
- Epitopes, B-Lymphocyte/chemistry
- Epitopes, B-Lymphocyte/genetics
- Epitopes, B-Lymphocyte/immunology
- Female
- Humans
- Immune Evasion/genetics
- Immune Evasion/immunology
- Male
- Mesocricetus
- Middle Aged
- Models, Molecular
- SARS-CoV-2/chemistry
- SARS-CoV-2/classification
- SARS-CoV-2/genetics
- SARS-CoV-2/immunology
- Spike Glycoprotein, Coronavirus/chemistry
- Spike Glycoprotein, Coronavirus/genetics
- Spike Glycoprotein, Coronavirus/immunology
- Vaccinology
- COVID-19 Drug Treatment
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Affiliation(s)
- Tyler N Starr
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | - Zhuoming Liu
- Department of Molecular Microbiology, Washington University School of Medicine, St Louis, MO, USA
| | - Fabrizia Zatta
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Young-Jun Park
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Amin Addetia
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Dora Pinto
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Martina Beltramello
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Allison J Greaney
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Roberta Marzi
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - William G Glass
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ivy Zhang
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Tri-Institutional PhD Program in Computational Biology and Medicine, Weill Cornell Graduate School of Medical Sciences, New York, NY, USA
| | - Adam S Dingens
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - John E Bowen
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | | | - Alexandra C Walls
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | | | - Anna De Marco
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Jiayi Zhou
- Vir Biotechnology, San Francisco, CA, USA
| | | | | | | | | | - Jessica Bassi
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | | | - Gloria Lombardo
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | - Nicole Sprugasci
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Katja Culap
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Stefano Jaconi
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | | | | | - Rana Abdelnabi
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Leuven, Belgium
| | - Shi-Yan Caroline Foo
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Leuven, Belgium
| | - Elisabetta Cameroni
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Spencer Stumpf
- Department of Molecular Microbiology, Washington University School of Medicine, St Louis, MO, USA
| | - Tristan I Croll
- Cambridge Institute for Medical Research, Department of Haematology, University of Cambridge, Cambridge, UK
| | - Jay C Nix
- Molecular Biology Consortium, Advanced Light Source, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | | | - Luca Piccoli
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Fabio Benigni
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - Johan Neyts
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Leuven, Belgium
| | | | | | - Matteo S Pizzuto
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland
| | - John D Chodera
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Herbert W Virgin
- Vir Biotechnology, San Francisco, CA, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, USA
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX, USA
| | - Sean P J Whelan
- Department of Molecular Microbiology, Washington University School of Medicine, St Louis, MO, USA
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - Davide Corti
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland.
| | - Jesse D Bloom
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
- Department of Genome Sciences, University of Washington, Seattle, WA, USA.
- Howard Hughes Medical Institute, Seattle, WA, USA.
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27
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McCallum M, Bassi J, De Marco A, Chen A, Walls AC, Di Iulio J, Tortorici MA, Navarro MJ, Silacci-Fregni C, Saliba C, Sprouse KR, Agostini M, Pinto D, Culap K, Bianchi S, Jaconi S, Cameroni E, Bowen JE, Tilles SW, Pizzuto MS, Guastalla SB, Bona G, Pellanda AF, Garzoni C, Van Voorhis WC, Rosen LE, Snell G, Telenti A, Virgin HW, Piccoli L, Corti D, Veesler D. SARS-CoV-2 immune evasion by the B.1.427/B.1.429 variant of concern. Science 2021; 373:648-654. [PMID: 34210893 PMCID: PMC9835956 DOI: 10.1126/science.abi7994] [Citation(s) in RCA: 293] [Impact Index Per Article: 97.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 06/25/2021] [Indexed: 01/16/2023]
Abstract
A novel variant of concern (VOC) named CAL.20C (B.1.427/B.1.429), which was originally detected in California, carries spike glycoprotein mutations S13I in the signal peptide, W152C in the N-terminal domain (NTD), and L452R in the receptor-binding domain (RBD). Plasma from individuals vaccinated with a Wuhan-1 isolate-based messenger RNA vaccine or from convalescent individuals exhibited neutralizing titers that were reduced 2- to 3.5-fold against the B.1.427/B.1.429 variant relative to wild-type pseudoviruses. The L452R mutation reduced neutralizing activity in 14 of 34 RBD-specific monoclonal antibodies (mAbs). The S13I and W152C mutations resulted in total loss of neutralization for 10 of 10 NTD-specific mAbs because the NTD antigenic supersite was remodeled by a shift of the signal peptide cleavage site and the formation of a new disulfide bond, as revealed by mass spectrometry and structural studies.
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MESH Headings
- 2019-nCoV Vaccine mRNA-1273
- Amino Acid Substitution
- Antibodies, Monoclonal/immunology
- Antibodies, Neutralizing/blood
- Antibodies, Neutralizing/immunology
- Antibodies, Viral/blood
- Antibodies, Viral/immunology
- Antigens, Viral/immunology
- BNT162 Vaccine
- COVID-19/immunology
- COVID-19/virology
- COVID-19 Vaccines/immunology
- Cryoelectron Microscopy
- Humans
- Immune Evasion
- Models, Molecular
- Mutation
- Neutralization Tests
- Protein Conformation
- Protein Domains
- Protein Interaction Domains and Motifs
- Protein Subunits/chemistry
- SARS-CoV-2/genetics
- SARS-CoV-2/immunology
- SARS-CoV-2/pathogenicity
- Spike Glycoprotein, Coronavirus/chemistry
- Spike Glycoprotein, Coronavirus/genetics
- Spike Glycoprotein, Coronavirus/immunology
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Affiliation(s)
- Matthew McCallum
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Jessica Bassi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Anna De Marco
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Alex Chen
- Vir Biotechnology, San Francisco, CA 94158, USA
| | - Alexandra C Walls
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | | | | | - Mary-Jane Navarro
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | | | - Christian Saliba
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Kaitlin R Sprouse
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | | | - Dora Pinto
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Katja Culap
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Siro Bianchi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Stefano Jaconi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Elisabetta Cameroni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - John E Bowen
- Department of Biochemistry, 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
| | | | | | - Giovanni Bona
- Clinical Research Unit, Clinica Luganese Moncucco, 6900 Lugano, Switzerland
| | | | - Christian Garzoni
- Clinic of Internal Medicine and Infectious Diseases, Clinica Luganese Moncucco, 6900 Lugano, Switzerland
| | - 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
| | | | | | | | | | - Luca Piccoli
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland.
| | - 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.
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28
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Telenti A, Arvin A, Corey L, Corti D, Diamond MS, García-Sastre A, Garry RF, Holmes EC, Pang PS, Virgin HW. After the pandemic: perspectives on the future trajectory of COVID-19. Nature 2021; 596:495-504. [PMID: 34237771 DOI: 10.1038/s41586-021-03792-w] [Citation(s) in RCA: 193] [Impact Index Per Article: 64.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 07/01/2021] [Indexed: 02/07/2023]
Abstract
There is a realistic expectation that the global effort in vaccination will bring the pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) under control. Nonetheless, uncertainties remain about the type of long-term association that the virus will establish with the human population and, in particular, whether coronavirus disease 2019 (COVID-19) will become an endemic disease. Although the trajectory is difficult to predict, the conditions, concepts and variables that influence this transition can be anticipated. Persistence of SARS-CoV-2 as an endemic virus, perhaps with seasonal epidemic peaks, may be fuelled by pockets of susceptible individuals and waning immunity after infection or vaccination, changes in the virus through antigenic drift that diminish protection and re-entries from zoonotic reservoirs. Here we review relevant observations from previous epidemics and discuss the potential evolution of SARS-CoV-2 as it adapts during persistent transmission in the presence of a level of population immunity. Lack of effective surveillance or adequate response could enable the emergence of new epidemic or pandemic patterns from an endemic infection of SARS-CoV-2. There are key pieces of data that are urgently needed in order to make good decisions; we outline these and propose a way forward.
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Affiliation(s)
- Amalio Telenti
- Vir Biotechnology, San Francisco, CA, USA. .,Department of Integrative Structural and Computational Biology, Scripps Research, La Jolla, CA, USA.
| | - Ann Arvin
- Vir Biotechnology, San Francisco, CA, USA.
| | - Lawrence Corey
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
| | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, Bellinzona, Switzerland.
| | - Michael S Diamond
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, USA. .,Department of Medicine, Washington University School of Medicine, St Louis, MO, USA. .,Department of Molecular Microbiology, Washington University School of Medicine, St Louis, MO, USA.
| | - Adolfo García-Sastre
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. .,Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA. .,Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA. .,The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA. .,Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Robert F Garry
- Department of Microbiology and Immunology, Tulane University, New Orleans, LA, USA.
| | - Edward C Holmes
- Marie Bashir Institute for Infectious Diseases and Biosecurity, School of Life and Environmental Sciences and School of Medical Sciences, The University of Sydney, Sydney, New South Wales, Australia.
| | | | - Herbert W Virgin
- Vir Biotechnology, San Francisco, CA, USA. .,Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, USA. .,Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX, USA.
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29
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McCallum M, De Marco A, Lempp FA, Tortorici MA, Pinto D, Walls AC, Beltramello M, Chen A, Liu Z, Zatta F, Zepeda S, di Iulio J, Bowen JE, Montiel-Ruiz M, Zhou J, Rosen LE, Bianchi S, Guarino B, Fregni CS, Abdelnabi R, Foo SYC, Rothlauf PW, Bloyet LM, Benigni F, Cameroni E, Neyts J, Riva A, Snell G, Telenti A, Whelan SPJ, Virgin HW, Corti D, Pizzuto MS, Veesler D. N-terminal domain antigenic mapping reveals a site of vulnerability for SARS-CoV-2. Cell 2021; 184:2332-2347.e16. [PMID: 33761326 PMCID: PMC7962585 DOI: 10.1016/j.cell.2021.03.028] [Citation(s) in RCA: 601] [Impact Index Per Article: 200.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 02/17/2021] [Accepted: 03/09/2021] [Indexed: 01/05/2023]
Abstract
The SARS-CoV-2 spike (S) glycoprotein contains an immunodominant receptor-binding domain (RBD) targeted by most neutralizing antibodies (Abs) in COVID-19 patient plasma. Little is known about neutralizing Abs binding to epitopes outside the RBD and their contribution to protection. Here, we describe 41 human monoclonal Abs (mAbs) derived from memory B cells, which recognize the SARS-CoV-2 S N-terminal domain (NTD) and show that a subset of them neutralize SARS-CoV-2 ultrapotently. We define an antigenic map of the SARS-CoV-2 NTD and identify a supersite (designated site i) recognized by all known NTD-specific neutralizing mAbs. These mAbs inhibit cell-to-cell fusion, activate effector functions, and protect Syrian hamsters from SARS-CoV-2 challenge, albeit selecting escape mutants in some animals. Indeed, several SARS-CoV-2 variants, including the B.1.1.7, B.1.351, and P.1 lineages, harbor frequent mutations within the NTD supersite, suggesting ongoing selective pressure and the importance of NTD-specific neutralizing mAbs for protective immunity and vaccine design.
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Affiliation(s)
- Matthew McCallum
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Anna De Marco
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | - 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
| | - Dora Pinto
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Alexandra C Walls
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Martina Beltramello
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Alex Chen
- Vir Biotechnology, San Francisco, CA 94158, USA
| | - Zhuoming Liu
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Fabrizia Zatta
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Samantha Zepeda
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | | | - John E Bowen
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | | | - Jiayi Zhou
- Vir Biotechnology, San Francisco, CA 94158, USA
| | | | - Siro Bianchi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Barbara Guarino
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | - Rana Abdelnabi
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, 3000 Leuven, Belgium
| | - Shi-Yan Caroline Foo
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, 3000 Leuven, Belgium
| | - Paul W Rothlauf
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Louis-Marie Bloyet
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Fabio Benigni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Elisabetta Cameroni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Johan Neyts
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, 3000 Leuven, Belgium
| | - Agostino Riva
- III Division of Infectious Diseases, Luigi Sacco Hospital, University of Milan, 20157 Milan, Italy
| | | | | | - Sean P J Whelan
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO 63110, 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.
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30
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Pinsach-Abuin M, del Olmo B, Pérez-Agustin A, Mates J, Allegue C, Iglesias A, Ma Q, Merkurjev D, Konovalov S, Zhang J, Sheikh F, Telenti A, Brugada J, Brugada R, Gymrek M, di Iulio J, Garcia-Bassets I, Pagans S. Analysis of Brugada syndrome loci reveals that fine-mapping clustered GWAS hits enhances the annotation of disease-relevant variants. Cell Rep Med 2021; 2:100250. [PMID: 33948580 PMCID: PMC8080235 DOI: 10.1016/j.xcrm.2021.100250] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 01/07/2021] [Accepted: 03/23/2021] [Indexed: 11/30/2022]
Abstract
Genome-wide association studies (GWASs) are instrumental in identifying loci harboring common single-nucleotide variants (SNVs) that affect human traits and diseases. GWAS hits emerge in clusters, but the focus is often on the most significant hit in each trait- or disease-associated locus. The remaining hits represent SNVs in linkage disequilibrium (LD) and are considered redundant and thus frequently marginally reported or exploited. Here, we interrogate the value of integrating the full set of GWAS hits in a locus repeatedly associated with cardiac conduction traits and arrhythmia, SCN5A-SCN10A. Our analysis reveals 5 common 7-SNV haplotypes (Hap1-5) with 2 combinations associated with life-threatening arrhythmia-Brugada syndrome (the risk Hap1/1 and protective Hap2/3 genotypes). Hap1 and Hap2 share 3 SNVs; thus, this analysis suggests that assuming redundancy among clustered GWAS hits can lead to confounding disease-risk associations and supports the need to deconstruct GWAS data in the context of haplotype composition.
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Affiliation(s)
- Mel·lina Pinsach-Abuin
- Department of Medical Sciences, School of Medicine, Universitat de Girona, Girona, Spain
- Visiting Scholar Program, Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
- Institut d’Investigació Biomèdica de Girona, Salt, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
| | - Bernat del Olmo
- Department of Medical Sciences, School of Medicine, Universitat de Girona, Girona, Spain
- Visiting Scholar Program, Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
- Institut d’Investigació Biomèdica de Girona, Salt, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
| | - Adrian Pérez-Agustin
- Department of Medical Sciences, School of Medicine, Universitat de Girona, Girona, Spain
- Institut d’Investigació Biomèdica de Girona, Salt, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
| | - Jesus Mates
- Department of Medical Sciences, School of Medicine, Universitat de Girona, Girona, Spain
- Institut d’Investigació Biomèdica de Girona, Salt, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
| | - Catarina Allegue
- Department of Medical Sciences, School of Medicine, Universitat de Girona, Girona, Spain
- Visiting Scholar Program, Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
- Institut d’Investigació Biomèdica de Girona, Salt, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
| | - Anna Iglesias
- Department of Medical Sciences, School of Medicine, Universitat de Girona, Girona, Spain
- Institut d’Investigació Biomèdica de Girona, Salt, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
| | - Qi Ma
- Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Daria Merkurjev
- Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
- Department of Statistics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Sergiy Konovalov
- Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Jing Zhang
- Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Farah Sheikh
- Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Amalio Telenti
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, USA
| | - Josep Brugada
- Arrhythmia Unit, Hospital Clinic de Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Ramon Brugada
- Department of Medical Sciences, School of Medicine, Universitat de Girona, Girona, Spain
- Institut d’Investigació Biomèdica de Girona, Salt, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
- Cardiology Service, Hospital Universitari Dr. Josep Trueta, Girona, Spain
| | - Melissa Gymrek
- Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
- Department of Computer Science and Engineering, University of California, San Diego, La Jolla, CA, USA
| | - Julia di Iulio
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, USA
| | - Ivan Garcia-Bassets
- Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Sara Pagans
- Department of Medical Sciences, School of Medicine, Universitat de Girona, Girona, Spain
- Institut d’Investigació Biomèdica de Girona, Salt, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
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31
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Starr TN, Czudnochowski N, Zatta F, Park YJ, Liu Z, Addetia A, Pinto D, Beltramello M, Hernandez P, Greaney AJ, Marzi R, Glass WG, Zhang I, Dingens AS, Bowen JE, Wojcechowskyj JA, De Marco A, Rosen LE, Zhou J, Montiel-Ruiz M, Kaiser H, Tucker H, Housley MP, di Iulio J, Lombardo G, Agostini M, Sprugasci N, Culap K, Jaconi S, Meury M, Dellota E, Cameroni E, Croll TI, Nix JC, Havenar-Daughton C, Telenti A, Lempp FA, Pizzuto MS, Chodera JD, Hebner CM, Whelan SP, Virgin HW, Veesler D, Corti D, Bloom JD, Snell G. Antibodies to the SARS-CoV-2 receptor-binding domain that maximize breadth and resistance to viral escape. bioRxiv 2021:2021.04.06.438709. [PMID: 33851154 PMCID: PMC8043444 DOI: 10.1101/2021.04.06.438709] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [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: 12/31/2022]
Abstract
An ideal anti-SARS-CoV-2 antibody would resist viral escape 1-3 , have activity against diverse SARS-related coronaviruses 4-7 , and be highly protective through viral neutralization 8-11 and effector functions 12,13 . Understanding how these properties relate to each other and vary across epitopes would aid development of antibody therapeutics and guide vaccine design. Here, we comprehensively characterize escape, breadth, and potency across a panel of SARS-CoV-2 antibodies targeting the receptor-binding domain (RBD), including S309 4 , the parental antibody of the late-stage clinical antibody VIR-7831. We observe a tradeoff between SARS-CoV-2 in vitro neutralization potency and breadth of binding across SARS-related coronaviruses. Nevertheless, we identify several neutralizing antibodies with exceptional breadth and resistance to escape, including a new antibody (S2H97) that binds with high affinity to all SARS-related coronavirus clades via a unique RBD epitope centered on residue E516. S2H97 and other escape-resistant antibodies have high binding affinity and target functionally constrained RBD residues. We find that antibodies targeting the ACE2 receptor binding motif (RBM) typically have poor breadth and are readily escaped by mutations despite high neutralization potency, but we identify one potent RBM antibody (S2E12) with breadth across sarbecoviruses closely related to SARS-CoV-2 and with a high barrier to viral escape. These data highlight functional diversity among antibodies targeting the RBD and identify epitopes and features to prioritize for antibody and vaccine development against the current and potential future pandemics.
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Affiliation(s)
- Tyler N. Starr
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | | | - Fabrizia Zatta
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Young-Jun Park
- 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
| | - Amin Addetia
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Dora Pinto
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Martina Beltramello
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | - Allison J. Greaney
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
| | - Roberta Marzi
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - William G. Glass
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Ivy Zhang
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Tri-Institutional PhD Program in Computational Biology and Medicine, Weill Cornell Graduate School of Medical Sciences, New York, NY 10065, USA
| | - Adam S. Dingens
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - John E. Bowen
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | | | - Anna De Marco
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | - Jiayi Zhou
- Vir Biotechnology, San Francisco, CA 94158, USA
| | | | | | | | | | | | - Gloria Lombardo
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | - Nicole Sprugasci
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Katja Culap
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Stefano Jaconi
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | | | - Elisabetta Cameroni
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Tristan I. Croll
- Cambridge Institute for Medical Research, Department of Haematology, University of Cambridge, Cambridge, CB2 0XY, UK
| | - Jay C. Nix
- Molecular Biology Consortium, Advanced Light Source, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | | | | | | | - Matteo S. Pizzuto
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - John D. Chodera
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | | | - Sean P.J. Whelan
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Herbert W. Virgin
- Vir Biotechnology, San Francisco, CA 94158, USA
- Department of Pathology and Immunology, Washington University School of Medicine, Saint Louis, MO 63110, USA
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX 75390, USA
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Davide Corti
- Humabs BioMed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Jesse D. Bloom
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
- Howard Hughes Medical Institute, Seattle, WA 98109, USA
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32
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Tortorici MA, Czudnochowski N, Starr TN, Marzi R, Walls AC, Zatta F, Bowen JE, Jaconi S, di iulio J, Wang Z, De Marco A, Zepeda SK, Pinto D, Liu Z, Beltramello M, Bartha I, Housley MP, Lempp FA, Rosen LE, Dellota E, Kaiser H, Montiel-Ruiz M, Zhou J, Addetia A, Guarino B, Culap K, Sprugasci N, Saliba C, Vetti E, Giacchetto-Sasselli I, Silacci Fregni C, Abdelnabi R, Caroline Foo SY, Havenar-Daughton C, Schmid MA, Benigni F, Cameroni E, Neyts J, Telenti A, Snell G, Virgin HW, Whelan SP, Bloom JD, Corti D, Veesler D, Pizzuto MS. Structural basis for broad sarbecovirus neutralization by a human monoclonal antibody. bioRxiv 2021:2021.04.07.438818. [PMID: 33851169 PMCID: PMC8043460 DOI: 10.1101/2021.04.07.438818] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [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: 12/14/2022]
Abstract
The recent emergence of SARS-CoV-2 variants of concern (VOC) and the recurrent spillovers of coronaviruses in the human population highlight the need for broadly neutralizing antibodies that are not affected by the ongoing antigenic drift and that can prevent or treat future zoonotic infections. Here, we describe a human monoclonal antibody (mAb), designated S2X259, recognizing a highly conserved cryptic receptor-binding domain (RBD) epitope and cross-reacting with spikes from all sarbecovirus clades. S2X259 broadly neutralizes spike-mediated entry of SARS-CoV-2 including the B.1.1.7, B.1.351, P.1 and B.1.427/B.1.429 VOC, as well as a wide spectrum of human and zoonotic sarbecoviruses through inhibition of ACE2 binding to the RBD. Furthermore, deep-mutational scanning and in vitro escape selection experiments demonstrate that S2X259 possesses a remarkably high barrier to the emergence of resistance mutants. We show that prophylactic administration of S2X259 protects Syrian hamsters against challenges with the prototypic SARS-CoV-2 and the B.1.351 variant, suggesting this mAb is a promising candidate for the prevention and treatment of emergent VOC and zoonotic infections. Our data unveil a key antigenic site targeted by broadly-neutralizing antibodies and will guide the design of pan-sarbecovirus vaccines.
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Affiliation(s)
- M. Alejandra Tortorici
- Department of Biochemistry, University of Washington, Seattle, Washington 98195, USA
- Institut Pasteur and CNRS UMR 3569, Unité de Virologie Structurale, Paris, France
| | | | - Tyler N. Starr
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Roberta Marzi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Alexandra C. Walls
- Department of Biochemistry, University of Washington, Seattle, Washington 98195, USA
| | - Fabrizia Zatta
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - John E. Bowen
- Department of Biochemistry, University of Washington, Seattle, Washington 98195, USA
| | - Stefano Jaconi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | - Zhaoqian Wang
- Department of Biochemistry, University of Washington, Seattle, Washington 98195, USA
| | - Anna De Marco
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Samantha K. Zepeda
- Department of Biochemistry, University of Washington, Seattle, Washington 98195, USA
| | - Dora Pinto
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Zhuoming Liu
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Martina Beltramello
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Istvan Bartha
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | | | | | | | | | | | - Jiayi Zhou
- Vir Biotechnology, San Francisco, CA 94158, USA
| | - Amin Addetia
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | | | - Katja Culap
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Nicole Sprugasci
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Christian Saliba
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Eneida Vetti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | | | | | - Rana Abdelnabi
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Belgium
| | - Shi-Yan Caroline Foo
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Belgium
| | | | - Michael A. Schmid
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Fabio Benigni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Elisabetta Cameroni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Johan Neyts
- Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, KU Leuven, Belgium
| | | | | | | | - Sean P.J. Whelan
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Jesse D. Bloom
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
- Howard Hughes Medical Institute, Seattle, WA 98109, USA
| | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, Washington 98195, USA
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33
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Thomson EC, Rosen LE, Shepherd JG, Spreafico R, da Silva Filipe A, Wojcechowskyj JA, Davis C, Piccoli L, Pascall DJ, Dillen J, Lytras S, Czudnochowski N, Shah R, Meury M, Jesudason N, De Marco A, Li K, Bassi J, O'Toole A, Pinto D, Colquhoun RM, Culap K, Jackson B, Zatta F, Rambaut A, Jaconi S, Sreenu VB, Nix J, Zhang I, Jarrett RF, Glass WG, Beltramello M, Nomikou K, Pizzuto M, Tong L, Cameroni E, Croll TI, Johnson N, Di Iulio J, Wickenhagen A, Ceschi A, Harbison AM, Mair D, Ferrari P, Smollett K, Sallusto F, Carmichael S, Garzoni C, Nichols J, Galli M, Hughes J, Riva A, Ho A, Schiuma M, Semple MG, Openshaw PJM, Fadda E, Baillie JK, Chodera JD, Rihn SJ, Lycett SJ, Virgin HW, Telenti A, Corti D, Robertson DL, Snell G. Circulating SARS-CoV-2 spike N439K variants maintain fitness while evading antibody-mediated immunity. Cell 2021. [PMID: 33621484 DOI: 10.1101/2020.11.04.355842] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [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] [Indexed: 05/15/2023]
Abstract
SARS-CoV-2 can mutate and evade immunity, with consequences for efficacy of emerging vaccines and antibody therapeutics. Here, we demonstrate that the immunodominant SARS-CoV-2 spike (S) receptor binding motif (RBM) is a highly variable region of S and provide epidemiological, clinical, and molecular characterization of a prevalent, sentinel RBM mutation, N439K. We demonstrate N439K S protein has enhanced binding affinity to the hACE2 receptor, and N439K viruses have similar in vitro replication fitness and cause infections with similar clinical outcomes as compared to wild type. We show the N439K mutation confers resistance against several neutralizing monoclonal antibodies, including one authorized for emergency use by the US Food and Drug Administration (FDA), and reduces the activity of some polyclonal sera from persons recovered from infection. Immune evasion mutations that maintain virulence and fitness such as N439K can emerge within SARS-CoV-2 S, highlighting the need for ongoing molecular surveillance to guide development and usage of vaccines and therapeutics.
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Affiliation(s)
- Emma C Thomson
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK; Department of Clinical Research, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
| | | | - James G Shepherd
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | | | - Ana da Silva Filipe
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | | | - Chris Davis
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Luca Piccoli
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - David J Pascall
- Institute of Biodiversity, Animal Health and Comparative Medicine, Boyd Orr Centre for Population and Ecosystem Health, University of Glasgow, Glasgow G61 1QH, UK
| | - Josh Dillen
- Vir Biotechnology, San Francisco, CA 94158, USA
| | - Spyros Lytras
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | | | - Rajiv Shah
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | | | - Natasha Jesudason
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Anna De Marco
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Kathy Li
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Jessica Bassi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Aine O'Toole
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - Dora Pinto
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Rachel M Colquhoun
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - Katja Culap
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Ben Jackson
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - Fabrizia Zatta
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - Stefano Jaconi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Vattipally B Sreenu
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Jay Nix
- Molecular Biology Consortium, Advanced Light Source, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Ivy Zhang
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Tri-Institutional PhD Program in Computational Biology and Medicine, Weill Cornell Graduate School of Medical Sciences, New York, NY 10065, USA
| | - Ruth F Jarrett
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - William G Glass
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Martina Beltramello
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Kyriaki Nomikou
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Matteo Pizzuto
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Lily Tong
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Elisabetta Cameroni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Tristan I Croll
- Cambridge Institute for Medical Research, Department of Haematology, University of Cambridge, Cambridge CB2 0XY, UK
| | - Natasha Johnson
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | | | - Arthur Wickenhagen
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Alessandro Ceschi
- Faculty of Biomedical Sciences, Università della Svizzera italiana, 6900 Lugano, Switzerland; Division of Clinical Pharmacology and Toxicology, Institute of Pharmacological Sciences of Southern Switzerland, Ente Ospedaliero Cantonale, 6900 Lugano, Switzerland; Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Aoife M Harbison
- Department of Chemistry and Hamilton Institute, Maynooth University, Maynooth, Ireland
| | - Daniel Mair
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Paolo Ferrari
- Department of Nephrology, Ospedale Civico Lugano, Ente Ospedaliero Cantonale, 6900 Lugano, Switzerland; Prince of Wales Hospital Clinical School, University of New South Wales, Sydney, NSW 2052, Australia
| | - Katherine Smollett
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Federica Sallusto
- Institute for Research in Biomedicine, Università della Svizzera italiana, 6500 Bellinzona, Switzerland; ETH Institute of Microbiology, ETH Zurich, 8093 Zürich, Switzerland
| | - Stephen Carmichael
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Christian Garzoni
- Clinic of Internal Medicine and Infectious Diseases, Clinica Luganese Moncucco, 6900 Lugano, Switzerland
| | - Jenna Nichols
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Massimo Galli
- III Division of Infectious Diseases, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital, 20157 Milan, Italy
| | - Joseph Hughes
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Agostino Riva
- III Division of Infectious Diseases, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital, 20157 Milan, Italy
| | - Antonia Ho
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Marco Schiuma
- III Division of Infectious Diseases, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital, 20157 Milan, Italy
| | - Malcolm G Semple
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, Faculty of Health and Life Sciences, University of Liverpool, Liverpool L69 7BE, UK; Respiratory Medicine, Alder Hey Children's Hospital, Liverpool L12 2AP, UK
| | - Peter J M Openshaw
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK
| | - Elisa Fadda
- Department of Chemistry and Hamilton Institute, Maynooth University, Maynooth, Ireland
| | - J Kenneth Baillie
- The Roslin Institute, University of Edinburgh, Edinburgh EH25 9RG, UK; Intensive Care Unit, Royal Infirmary Edinburgh, Edinburgh EH16 4SA, UK
| | - John D Chodera
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Suzannah J Rihn
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Samantha J Lycett
- The Roslin Institute, University of Edinburgh, Edinburgh EH25 9RG, UK
| | - Herbert W Virgin
- Vir Biotechnology, San Francisco, CA 94158, USA; Washington University School of Medicine, Saint Louis, MO 63110, USA
| | | | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - David L Robertson
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK.
| | - Gyorgy Snell
- Vir Biotechnology, San Francisco, CA 94158, USA.
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34
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Thomson EC, Rosen LE, Shepherd JG, Spreafico R, da Silva Filipe A, Wojcechowskyj JA, Davis C, Piccoli L, Pascall DJ, Dillen J, Lytras S, Czudnochowski N, Shah R, Meury M, Jesudason N, De Marco A, Li K, Bassi J, O'Toole A, Pinto D, Colquhoun RM, Culap K, Jackson B, Zatta F, Rambaut A, Jaconi S, Sreenu VB, Nix J, Zhang I, Jarrett RF, Glass WG, Beltramello M, Nomikou K, Pizzuto M, Tong L, Cameroni E, Croll TI, Johnson N, Di Iulio J, Wickenhagen A, Ceschi A, Harbison AM, Mair D, Ferrari P, Smollett K, Sallusto F, Carmichael S, Garzoni C, Nichols J, Galli M, Hughes J, Riva A, Ho A, Schiuma M, Semple MG, Openshaw PJM, Fadda E, Baillie JK, Chodera JD, Rihn SJ, Lycett SJ, Virgin HW, Telenti A, Corti D, Robertson DL, Snell G. Circulating SARS-CoV-2 spike N439K variants maintain fitness while evading antibody-mediated immunity. Cell 2021; 184:1171-1187.e20. [PMID: 33621484 PMCID: PMC7843029 DOI: 10.1016/j.cell.2021.01.037] [Citation(s) in RCA: 408] [Impact Index Per Article: 136.0] [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: 10/30/2020] [Revised: 12/12/2020] [Accepted: 01/22/2021] [Indexed: 12/13/2022]
Abstract
SARS-CoV-2 can mutate and evade immunity, with consequences for efficacy of emerging vaccines and antibody therapeutics. Here, we demonstrate that the immunodominant SARS-CoV-2 spike (S) receptor binding motif (RBM) is a highly variable region of S and provide epidemiological, clinical, and molecular characterization of a prevalent, sentinel RBM mutation, N439K. We demonstrate N439K S protein has enhanced binding affinity to the hACE2 receptor, and N439K viruses have similar in vitro replication fitness and cause infections with similar clinical outcomes as compared to wild type. We show the N439K mutation confers resistance against several neutralizing monoclonal antibodies, including one authorized for emergency use by the US Food and Drug Administration (FDA), and reduces the activity of some polyclonal sera from persons recovered from infection. Immune evasion mutations that maintain virulence and fitness such as N439K can emerge within SARS-CoV-2 S, highlighting the need for ongoing molecular surveillance to guide development and usage of vaccines and therapeutics.
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Affiliation(s)
- Emma C Thomson
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK; Department of Clinical Research, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
| | | | - James G Shepherd
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | | | - Ana da Silva Filipe
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | | | - Chris Davis
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Luca Piccoli
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - David J Pascall
- Institute of Biodiversity, Animal Health and Comparative Medicine, Boyd Orr Centre for Population and Ecosystem Health, University of Glasgow, Glasgow G61 1QH, UK
| | - Josh Dillen
- Vir Biotechnology, San Francisco, CA 94158, USA
| | - Spyros Lytras
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | | | - Rajiv Shah
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | | | - Natasha Jesudason
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Anna De Marco
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Kathy Li
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Jessica Bassi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Aine O'Toole
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - Dora Pinto
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Rachel M Colquhoun
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - Katja Culap
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Ben Jackson
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - Fabrizia Zatta
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - Stefano Jaconi
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Vattipally B Sreenu
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Jay Nix
- Molecular Biology Consortium, Advanced Light Source, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Ivy Zhang
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Tri-Institutional PhD Program in Computational Biology and Medicine, Weill Cornell Graduate School of Medical Sciences, New York, NY 10065, USA
| | - Ruth F Jarrett
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - William G Glass
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Martina Beltramello
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Kyriaki Nomikou
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Matteo Pizzuto
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Lily Tong
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Elisabetta Cameroni
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - Tristan I Croll
- Cambridge Institute for Medical Research, Department of Haematology, University of Cambridge, Cambridge CB2 0XY, UK
| | - Natasha Johnson
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | | | - Arthur Wickenhagen
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Alessandro Ceschi
- Faculty of Biomedical Sciences, Università della Svizzera italiana, 6900 Lugano, Switzerland; Division of Clinical Pharmacology and Toxicology, Institute of Pharmacological Sciences of Southern Switzerland, Ente Ospedaliero Cantonale, 6900 Lugano, Switzerland; Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Aoife M Harbison
- Department of Chemistry and Hamilton Institute, Maynooth University, Maynooth, Ireland
| | - Daniel Mair
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Paolo Ferrari
- Department of Nephrology, Ospedale Civico Lugano, Ente Ospedaliero Cantonale, 6900 Lugano, Switzerland; Prince of Wales Hospital Clinical School, University of New South Wales, Sydney, NSW 2052, Australia
| | - Katherine Smollett
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Federica Sallusto
- Institute for Research in Biomedicine, Università della Svizzera italiana, 6500 Bellinzona, Switzerland; ETH Institute of Microbiology, ETH Zurich, 8093 Zürich, Switzerland
| | - Stephen Carmichael
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Christian Garzoni
- Clinic of Internal Medicine and Infectious Diseases, Clinica Luganese Moncucco, 6900 Lugano, Switzerland
| | - Jenna Nichols
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Massimo Galli
- III Division of Infectious Diseases, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital, 20157 Milan, Italy
| | - Joseph Hughes
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Agostino Riva
- III Division of Infectious Diseases, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital, 20157 Milan, Italy
| | - Antonia Ho
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Marco Schiuma
- III Division of Infectious Diseases, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital, 20157 Milan, Italy
| | - Malcolm G Semple
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, Faculty of Health and Life Sciences, University of Liverpool, Liverpool L69 7BE, UK; Respiratory Medicine, Alder Hey Children's Hospital, Liverpool L12 2AP, UK
| | - Peter J M Openshaw
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK
| | - Elisa Fadda
- Department of Chemistry and Hamilton Institute, Maynooth University, Maynooth, Ireland
| | - J Kenneth Baillie
- The Roslin Institute, University of Edinburgh, Edinburgh EH25 9RG, UK; Intensive Care Unit, Royal Infirmary Edinburgh, Edinburgh EH16 4SA, UK
| | - John D Chodera
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Suzannah J Rihn
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Samantha J Lycett
- The Roslin Institute, University of Edinburgh, Edinburgh EH25 9RG, UK
| | - Herbert W Virgin
- Vir Biotechnology, San Francisco, CA 94158, USA; Washington University School of Medicine, Saint Louis, MO 63110, USA
| | | | - Davide Corti
- Humabs Biomed SA, a subsidiary of Vir Biotechnology, 6500 Bellinzona, Switzerland
| | - David L Robertson
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK.
| | - Gyorgy Snell
- Vir Biotechnology, San Francisco, CA 94158, USA.
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35
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McCallum M, Marco AD, Lempp F, Tortorici MA, Pinto D, Walls AC, Beltramello M, Chen A, Liu Z, Zatta F, Zepeda S, di Iulio J, Bowen JE, Montiel-Ruiz M, Zhou J, Rosen LE, Bianchi S, Guarino B, Fregni CS, Abdelnabi R, Caroline Foo SY, Rothlauf PW, Bloyet LM, Benigni F, Cameroni E, Neyts J, Riva A, Snell G, Telenti A, Whelan SPJ, Virgin HW, Corti D, Pizzuto MS, Veesler D. N-terminal domain antigenic mapping reveals a site of vulnerability for SARS-CoV-2. bioRxiv 2021:2021.01.14.426475. [PMID: 33469588 PMCID: PMC7814825 DOI: 10.1101/2021.01.14.426475] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/19/2023]
Abstract
SARS-CoV-2 entry into host cells is orchestrated by the spike (S) glycoprotein that contains an immunodominant receptor-binding domain (RBD) targeted by the largest fraction of neutralizing antibodies (Abs) in COVID-19 patient plasma. Little is known about neutralizing Abs binding to epitopes outside the RBD and their contribution to protection. Here, we describe 41 human monoclonal Abs (mAbs) derived from memory B cells, which recognize the SARS-CoV-2 S N-terminal domain (NTD) and show that a subset of them neutralize SARS-CoV-2 ultrapotently. We define an antigenic map of the SARS-CoV-2 NTD and identify a supersite recognized by all known NTD-specific neutralizing mAbs. These mAbs inhibit cell-to-cell fusion, activate effector functions, and protect Syrian hamsters from SARS-CoV-2 challenge. SARS-CoV-2 variants, including the 501Y.V2 and B.1.1.7 lineages, harbor frequent mutations localized in the NTD supersite suggesting ongoing selective pressure and the importance of NTD-specific neutralizing mAbs to protective immunity.
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36
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Benet S, Gálvez C, Drobniewski F, Kontsevaya I, Arias L, Monguió-Tortajada M, Erkizia I, Urrea V, Ong RY, Luquin M, Dupont M, Chojnacki J, Dalmau J, Cardona P, Neyrolles O, Lugo-Villarino G, Vérollet C, Julián E, Furrer H, Günthard HF, Crocker PR, Tapia G, Borràs FE, Fellay J, McLaren PJ, Telenti A, Cardona PJ, Clotet B, Vilaplana C, Martinez-Picado J, Izquierdo-Useros N. Dissemination of Mycobacterium tuberculosis is associated to a SIGLEC1 null variant that limits antigen exchange via trafficking extracellular vesicles. J Extracell Vesicles 2021; 10:e12046. [PMID: 33489013 PMCID: PMC7807485 DOI: 10.1002/jev2.12046] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [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: 07/17/2020] [Revised: 10/28/2020] [Accepted: 12/01/2020] [Indexed: 12/14/2022] Open
Abstract
The identification of individuals with null alleles enables studying how the loss of gene function affects infection. We previously described a non-functional variant in SIGLEC1, which encodes the myeloid-cell receptor Siglec-1/CD169 implicated in HIV-1 cell-to-cell transmission. Here we report a significant association between the SIGLEC1 null variant and extrapulmonary dissemination of Mycobacterium tuberculosis (Mtb) in two clinical cohorts comprising 6,256 individuals. Local spread of bacteria within the lung is apparent in Mtb-infected Siglec-1 knockout mice which, despite having similar bacterial load, developed more extensive lesions compared to wild type mice. We find that Siglec-1 is necessary to induce antigen presentation through extracellular vesicle uptake. We postulate that lack of Siglec-1 delays the onset of protective immunity against Mtb by limiting antigen exchange via extracellular vesicles, allowing for an early local spread of mycobacteria that increases the risk for extrapulmonary dissemination.
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Affiliation(s)
- Susana Benet
- Department of Retrovirology IrsiCaixa AIDS Research Institute Badalona Spain.,Department of Retrovirology Universitat Autònoma de Barcelona Cerdanyola del Vallès Spain
| | - Cristina Gálvez
- Department of Retrovirology IrsiCaixa AIDS Research Institute Badalona Spain.,Department of Retrovirology Universitat Autònoma de Barcelona Cerdanyola del Vallès Spain
| | | | - Irina Kontsevaya
- Department of Retrovirology Imperial College London UK.,Department of Retrovirology Research Center Borstel, Borstel Germany.,Department of Retrovirology N.V. Postnikov Samara Region Clinical Tuberculosis Dispensary Samara Russia
| | - Lilibeth Arias
- Experimental Tuberculosis Unit (UTE) Germans Trias i Pujol Health Science Research Institute Can Ruti Campus Badalona Spain.,Departament de Genètica i de Microbiologia Facultat de Biociències Universitat Autònoma de Barcelona Cerdanyola del Vallès Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES) Madrid Spain
| | - Marta Monguió-Tortajada
- REMAR-IVECAT Group Germans Trias i Pujol Health Science Research Institute Can Ruti Campus Badalona Spain.,ICREC Research Program Germans Trias i Pujol Health Science Research Institute Can Ruti Campus Badalona Spain.,Department of Cell Biology Physiology and Immunology Universitat Autònoma de Barcelona Cerdanyola del Vallès Spain
| | - Itziar Erkizia
- Department of Retrovirology IrsiCaixa AIDS Research Institute Badalona Spain
| | - Victor Urrea
- Department of Retrovirology IrsiCaixa AIDS Research Institute Badalona Spain
| | - Ruo-Yan Ong
- Division of Cell Signalling and Immunology University of Dundee Dundee UK
| | - Marina Luquin
- Departament de Genètica i de Microbiologia Facultat de Biociències Universitat Autònoma de Barcelona Cerdanyola del Vallès Spain
| | - Maeva Dupont
- Institut de Pharmacologie et Biologie Structurale IPBS CNRS UPS Université de Toulouse Toulouse France.,International associated laboratory (LIA) CNRS "IM-TB/HIV" (1167) France and Buenos Aires Toulouse Argentina
| | - Jakub Chojnacki
- Department of Retrovirology IrsiCaixa AIDS Research Institute Badalona Spain
| | - Judith Dalmau
- Department of Retrovirology IrsiCaixa AIDS Research Institute Badalona Spain
| | - Paula Cardona
- Experimental Tuberculosis Unit (UTE) Germans Trias i Pujol Health Science Research Institute Can Ruti Campus Badalona Spain.,Departament de Genètica i de Microbiologia Facultat de Biociències Universitat Autònoma de Barcelona Cerdanyola del Vallès Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES) Madrid Spain
| | - Olivier Neyrolles
- Institut de Pharmacologie et Biologie Structurale IPBS CNRS UPS Université de Toulouse Toulouse France.,International associated laboratory (LIA) CNRS "IM-TB/HIV" (1167) France and Buenos Aires Toulouse Argentina
| | - Geanncarlo Lugo-Villarino
- Institut de Pharmacologie et Biologie Structurale IPBS CNRS UPS Université de Toulouse Toulouse France.,International associated laboratory (LIA) CNRS "IM-TB/HIV" (1167) France and Buenos Aires Toulouse Argentina
| | - Christel Vérollet
- Institut de Pharmacologie et Biologie Structurale IPBS CNRS UPS Université de Toulouse Toulouse France.,International associated laboratory (LIA) CNRS "IM-TB/HIV" (1167) France and Buenos Aires Toulouse Argentina
| | - Esther Julián
- Departament de Genètica i de Microbiologia Facultat de Biociències Universitat Autònoma de Barcelona Cerdanyola del Vallès Spain
| | - Hansjakob Furrer
- Department of Infectious Diseases Bern University Hospital University of Bern Bern Switzerland
| | - Huldrych F Günthard
- Division of Infectious Diseases and Hospital Epidemiology University Hospital Zurich Zurich Switzerland.,Institute of Medical Virology University of Zurich Zurich Switzerland
| | - Paul R Crocker
- Division of Cell Signalling and Immunology University of Dundee Dundee UK
| | - Gustavo Tapia
- Department of Retrovirology Universitat Autònoma de Barcelona Cerdanyola del Vallès Spain.,Pathology Department Hospital Universitario Germans Trias i Pujol Badalona Spain.,Germans Trias i Pujol Research Institute (IGTP) Can Ruti Campus Badalona Spain
| | - Francesc E Borràs
- REMAR-IVECAT Group Germans Trias i Pujol Health Science Research Institute Can Ruti Campus Badalona Spain.,Nephrology Department Germans Trias i Pujol University Hospital Badalona Spain
| | - Jacques Fellay
- School of Life Sciences École Polytechnique Fédérale de Lausanne Lausanne Switzerland.,Swiss Institute of Bioinformatics Lausanne Switzerland.,Precision Medicine Unit Lausanne University Hospital and University of Lausanne Lausanne Switzerland
| | - Paul J McLaren
- JC Wilt Infectious Diseases Research Centre Public Health Agency of Canada Winnipeg Manitoba Canada.,Department of Medical Microbiology and Infectious Diseases University of Manitoba Winnipeg Manitoba Canada
| | | | - Pere-Joan Cardona
- Experimental Tuberculosis Unit (UTE) Germans Trias i Pujol Health Science Research Institute Can Ruti Campus Badalona Spain.,Departament de Genètica i de Microbiologia Facultat de Biociències Universitat Autònoma de Barcelona Cerdanyola del Vallès Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES) Madrid Spain
| | - Bonaventura Clotet
- Department of Retrovirology IrsiCaixa AIDS Research Institute Badalona Spain.,Germans Trias i Pujol Research Institute (IGTP) Can Ruti Campus Badalona Spain.,AIDS and Related Illnesses Centre for Health and Social Care Research (CESS) Faculty of Medicine University of Vic - Central University of Catalonia (UVic - UCC) Vic Spain
| | - Cristina Vilaplana
- Experimental Tuberculosis Unit (UTE) Germans Trias i Pujol Health Science Research Institute Can Ruti Campus Badalona Spain.,Departament de Genètica i de Microbiologia Facultat de Biociències Universitat Autònoma de Barcelona Cerdanyola del Vallès Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES) Madrid Spain
| | - Javier Martinez-Picado
- Department of Retrovirology IrsiCaixa AIDS Research Institute Badalona Spain.,Germans Trias i Pujol Research Institute (IGTP) Can Ruti Campus Badalona Spain.,AIDS and Related Illnesses Centre for Health and Social Care Research (CESS) Faculty of Medicine University of Vic - Central University of Catalonia (UVic - UCC) Vic Spain.,Catalan Institution for Research and Advanced Studies (ICREA) Barcelona Spain
| | - Nuria Izquierdo-Useros
- Department of Retrovirology IrsiCaixa AIDS Research Institute Badalona Spain.,Germans Trias i Pujol Research Institute (IGTP) Can Ruti Campus Badalona Spain
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37
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Telenti A, Jiang X. Author Correction: Treating medical data as a durable asset. Nat Genet 2020; 52:1433. [PMID: 33033385 DOI: 10.1038/s41588-020-00734-6] [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: 11/09/2022]
Abstract
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
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Affiliation(s)
- Amalio Telenti
- Department of Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA, USA.
| | - Xiaoqian Jiang
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, USA.
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38
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Abstract
Access to medical data is central for conducting research on genomics. However, to tap these metadata (observable traits and phenotypes, diagnoses and medication, and labels), researchers must grapple with the complex and sensitive nature of the information. In this Perspective, we argue that, at this exciting time for genomics and artificial intelligence, several critical aspects of data generation, infrastructure and management are pillars of a modern data ecosystem. Many risks to privacy and many obstacles to medical research can be eliminated or mitigated by new secure data analytics. Finally, we discuss the potential consequences of medical data exiting the institutions and being managed by individuals. These shifts in data ownership have the potential for profound disruption and opportunity across many fields.
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Affiliation(s)
- Amalio Telenti
- Department of Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA, USA.
| | - Xiaoqian Jiang
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, USA.
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39
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Spreafico R, Soriaga LB, Grosse J, Virgin HW, Telenti A. Advances in Genomics for Drug Development. Genes (Basel) 2020; 11:E942. [PMID: 32824125 PMCID: PMC7465049 DOI: 10.3390/genes11080942] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 08/04/2020] [Accepted: 08/13/2020] [Indexed: 11/16/2022] Open
Abstract
Drug development (target identification, advancing drug leads to candidates for preclinical and clinical studies) can be facilitated by genetic and genomic knowledge. Here, we review the contribution of population genomics to target identification, the value of bulk and single cell gene expression analysis for understanding the biological relevance of a drug target, and genome-wide CRISPR editing for the prioritization of drug targets. In genomics, we discuss the different scope of genome-wide association studies using genotyping arrays, versus exome and whole genome sequencing. In transcriptomics, we discuss the information from drug perturbation and the selection of biomarkers. For CRISPR screens, we discuss target discovery, mechanism of action and the concept of gene to drug mapping. Harnessing genetic support increases the probability of drug developability and approval.
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Affiliation(s)
| | | | | | | | - Amalio Telenti
- Vir Biotechnology, Inc., San Francisco, CA 94158, USA; (R.S.); (L.B.S.); (J.G.); (H.W.V.)
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40
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Pinto D, Park YJ, Beltramello M, Walls AC, Tortorici MA, Bianchi S, Jaconi S, Culap K, Zatta F, De Marco A, Peter A, Guarino B, Spreafico R, Cameroni E, Case JB, Chen RE, Havenar-Daughton C, Snell G, Telenti A, Virgin HW, Lanzavecchia A, Diamond MS, Fink K, Veesler D, Corti D. Cross-neutralization of SARS-CoV-2 by a human monoclonal SARS-CoV antibody. Nature 2020; 583:290-295. [PMID: 32422645 DOI: 10.1038/s41586-020-2349-y] [Citation(s) in RCA: 1310] [Impact Index Per Article: 327.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 05/12/2020] [Indexed: 12/18/2022]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a newly emerged coronavirus that is responsible for the current pandemic of coronavirus disease 2019 (COVID-19), which has resulted in more than 3.7 million infections and 260,000 deaths as of 6 May 20201,2. Vaccine and therapeutic discovery efforts are paramount to curb the pandemic spread of this zoonotic virus. The SARS-CoV-2 spike (S) glycoprotein promotes entry into host cells and is the main target of neutralizing antibodies. Here we describe several monoclonal antibodies that target the S glycoprotein of SARS-CoV-2, which we identified from memory B cells of an individual who was infected with severe acute respiratory syndrome coronavirus (SARS-CoV) in 2003. One antibody (named S309) potently neutralizes SARS-CoV-2 and SARS-CoV pseudoviruses as well as authentic SARS-CoV-2, by engaging the receptor-binding domain of the S glycoprotein. Using cryo-electron microscopy and binding assays, we show that S309 recognizes an epitope containing a glycan that is conserved within the Sarbecovirus subgenus, without competing with receptor attachment. Antibody cocktails that include S309 in combination with other antibodies that we identified further enhanced SARS-CoV-2 neutralization, and may limit the emergence of neutralization-escape mutants. These results pave the way for using S309 and antibody cocktails containing S309 for prophylaxis in individuals at a high risk of exposure or as a post-exposure therapy to limit or treat severe disease.
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Affiliation(s)
- Dora Pinto
- Humabs BioMed SA, Vir Biotechnology, Bellinzona, Switzerland
| | - Young-Jun Park
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | | | - Alexandra C Walls
- Department of Biochemistry, University of Washington, Seattle, WA, USA
| | - M Alejandra Tortorici
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institut Pasteur and CNRS UMR 3569, Unité de Virologie Structurale, Paris, France
| | - Siro Bianchi
- Humabs BioMed SA, Vir Biotechnology, Bellinzona, Switzerland
| | - Stefano Jaconi
- Humabs BioMed SA, Vir Biotechnology, Bellinzona, Switzerland
| | - Katja Culap
- Humabs BioMed SA, Vir Biotechnology, Bellinzona, Switzerland
| | - Fabrizia Zatta
- Humabs BioMed SA, Vir Biotechnology, Bellinzona, Switzerland
| | - Anna De Marco
- Humabs BioMed SA, Vir Biotechnology, Bellinzona, Switzerland
| | - Alessia Peter
- Humabs BioMed SA, Vir Biotechnology, Bellinzona, Switzerland
| | - Barbara Guarino
- Humabs BioMed SA, Vir Biotechnology, Bellinzona, Switzerland
| | | | | | - James Brett Case
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
| | - Rita E Chen
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA.,Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, USA
| | | | | | | | | | - Antonio Lanzavecchia
- Humabs BioMed SA, Vir Biotechnology, Bellinzona, Switzerland.,Institute for Research in Biomedicine, Università della Svizzera Italiana, Bellinzona, Switzerland
| | - Michael S Diamond
- Department of Medicine, Washington University School of Medicine, St Louis, MO, 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
| | - Katja Fink
- Humabs BioMed SA, Vir Biotechnology, Bellinzona, Switzerland
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, WA, USA.
| | - Davide Corti
- Humabs BioMed SA, Vir Biotechnology, Bellinzona, Switzerland.
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41
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Pinto D, Park YJ, Beltramello M, Walls AC, Tortorici MA, Bianchi S, Jaconi S, Culap K, Zatta F, De Marco A, Peter A, Guarino B, Spreafico R, Cameroni E, Case JB, Chen RE, Havenar-Daughton C, Snell G, Telenti A, Virgin HW, Lanzavecchia A, Diamond MS, Fink K, Veesler D, Corti D. Structural and functional analysis of a potent sarbecovirus neutralizing antibody. bioRxiv 2020. [PMID: 32511354 DOI: 10.1101/2020.04.07.023903] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
SARS-CoV-2 is a newly emerged coronavirus responsible for the current COVID-19 pandemic that has resulted in more than one million infections and 73,000 deaths 1,2 . Vaccine and therapeutic discovery efforts are paramount to curb the pandemic spread of this zoonotic virus. The SARS-CoV-2 spike (S) glycoprotein promotes entry into host cells and is the main target of neutralizing antibodies. Here we describe multiple monoclonal antibodies targeting SARS-CoV-2 S identified from memory B cells of a SARS survivor infected in 2003. One antibody, named S309, potently neutralizes SARS-CoV-2 and SARS-CoV pseudoviruses as well as authentic SARS-CoV-2 by engaging the S receptor-binding domain. Using cryo-electron microscopy and binding assays, we show that S309 recognizes a glycan-containing epitope that is conserved within the sarbecovirus subgenus, without competing with receptor attachment. Antibody cocktails including S309 along with other antibodies identified here further enhanced SARS-CoV-2 neutralization and may limit the emergence of neutralization-escape mutants. These results pave the way for using S309 and S309-containing antibody cocktails for prophylaxis in individuals at high risk of exposure or as a post-exposure therapy to limit or treat severe disease.
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42
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Hellert J, Buchrieser J, Larrous F, Minola A, de Melo GD, Soriaga L, England P, Haouz A, Telenti A, Schwartz O, Corti D, Bourhy H, Rey FA. Structure of the prefusion-locking broadly neutralizing antibody RVC20 bound to the rabies virus glycoprotein. Nat Commun 2020; 11:596. [PMID: 32001700 PMCID: PMC6992781 DOI: 10.1038/s41467-020-14398-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [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: 11/01/2019] [Accepted: 01/02/2020] [Indexed: 10/25/2022] Open
Abstract
Rabies virus (RABV) causes fatal encephalitis in more than 59,000 people yearly. Upon the bite of an infected animal, the development of clinical disease can be prevented with post-exposure prophylaxis (PEP), which includes the administration of Rabies immunoglobulin (RIG). However, the high cost and limited availability of serum-derived RIG severely hamper its wide use in resource-limited countries. A safe low-cost alternative is provided by using broadly neutralizing monoclonal antibodies (bnAbs). Here we report the X-ray structure of one of the most potent and most broadly reactive human bnAbs, RVC20, in complex with its target domain III of the RABV glycoprotein (G). The structure reveals that the RVC20 binding determinants reside in a highly conserved surface of G, rationalizing its broad reactivity. We further show that RVC20 blocks the acid-induced conformational change required for membrane fusion. Our results may guide the future development of direct antiviral small molecules for Rabies treatment.
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Affiliation(s)
- Jan Hellert
- Structural Virology Unit, Institut Pasteur, CNRS UMR 3569, 25-28 rue du Docteur Roux, Cedex 15, 75724, Paris, France
| | - Julian Buchrieser
- Virus and Immunity Unit, Institut Pasteur, CNRS UMR 3569, 25-28 rue du Docteur Roux, Cedex 15, 75724, Paris, France
| | - Florence Larrous
- Lyssavirus Epidemiology and Neuropathology Unit, Institut Pasteur, 25-28 rue du Docteur Roux, Cedex 15, 75724, Paris, France
| | - Andrea Minola
- Humabs BioMed SA, a subsidiary of Vir Biotechnology Inc., Via dei Gaggini 3, 6500, Bellinzona, Switzerland
| | - Guilherme Dias de Melo
- Lyssavirus Epidemiology and Neuropathology Unit, Institut Pasteur, 25-28 rue du Docteur Roux, Cedex 15, 75724, Paris, France
| | - Leah Soriaga
- Vir Biotechnology Inc, San Francisco, CA, 94158, USA
| | - Patrick England
- Molecular Biophysics Platform C2RT, Institut Pasteur, CNRS UMR 3528, 25-28 rue du Docteur Roux, Cedex 15, 75724, Paris, France
| | - Ahmed Haouz
- Crystallography Platform C2RT, Institut Pasteur, CNRS UMR 3528, 25-28 rue du Dr. Roux, Cedex 15, 75724, Paris, France
| | | | - Olivier Schwartz
- Virus and Immunity Unit, Institut Pasteur, CNRS UMR 3569, 25-28 rue du Docteur Roux, Cedex 15, 75724, Paris, France
| | - Davide Corti
- Humabs BioMed SA, a subsidiary of Vir Biotechnology Inc., Via dei Gaggini 3, 6500, Bellinzona, Switzerland
| | - Hervé Bourhy
- Lyssavirus Epidemiology and Neuropathology Unit, Institut Pasteur, 25-28 rue du Docteur Roux, Cedex 15, 75724, Paris, France.
| | - Félix A Rey
- Structural Virology Unit, Institut Pasteur, CNRS UMR 3569, 25-28 rue du Docteur Roux, Cedex 15, 75724, Paris, France.
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43
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Affiliation(s)
- Amalio Telenti
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA
- Translational Institute, The Scripps Research Institute, La Jolla, CA
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44
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Wells A, Heckerman D, Torkamani A, Yin L, Sebat J, Ren B, Telenti A, di Iulio J. Ranking of non-coding pathogenic variants and putative essential regions of the human genome. Nat Commun 2019; 10:5241. [PMID: 31748530 PMCID: PMC6868241 DOI: 10.1038/s41467-019-13212-3] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Accepted: 10/28/2019] [Indexed: 12/20/2022] Open
Abstract
A gene is considered essential if loss of function results in loss of viability, fitness or in disease. This concept is well established for coding genes; however, non-coding regions are thought less likely to be determinants of critical functions. Here we train a machine learning model using functional, mutational and structural features, including new genome essentiality metrics, 3D genome organization and enhancer reporter data to identify deleterious variants in non-coding regions. We assess the model for functional correlates by using data from tiling-deletion-based and CRISPR interference screens of activity of cis-regulatory elements in over 3 Mb of genome sequence. Finally, we explore two user cases that involve indels and the disruption of enhancers associated with a developmental disease. We rank variants in the non-coding genome according to their predicted deleteriousness. The model prioritizes non-coding regions associated with regulation of important genes and with cell viability, an in vitro surrogate of essentiality. Whole genome sequencing (WGS) holds promise to solve a subset of Mendelian disease cases for which exome sequencing did not provide a genetic diagnosis. Here, Wells et al. report a supervised machine learning model trained on functional, mutational and structural features for rank-scoring and interpreting variants in non-coding regions from WGS.
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Affiliation(s)
- Alex Wells
- Stanford University, Stanford, CA, 94305, USA
| | - David Heckerman
- Department of Computer Sciences, University of California Los Angeles, Los Angeles, CA, 90024, USA
| | - Ali Torkamani
- Scripps Research Translational Institute, La Jolla, CA, 92037, USA
| | - Li Yin
- Scripps Research Translational Institute, La Jolla, CA, 92037, USA
| | - Jonathan Sebat
- Beyster Institute for Psychiatric Genomics, Department of Psychiatry, University of California San Diego, La Jolla, CA, 92093, USA.,Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA.,Department of Pediatrics, University of California San Diego, La Jolla, CA, 92093, USA
| | - Bing Ren
- Ludwig Institute for Cancer Research, La Jolla, CA, 92093, USA
| | - Amalio Telenti
- Scripps Research Translational Institute, La Jolla, CA, 92037, USA. .,Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, 92037, USA. .,Vir Biotechnology, Inc., San Francisco, CA, 94158, USA.
| | - Julia di Iulio
- Scripps Research Translational Institute, La Jolla, CA, 92037, USA. .,Vir Biotechnology, Inc., San Francisco, CA, 94158, USA.
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45
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Dall'Agnese A, Caputo L, Nicoletti C, di Iulio J, Schmitt A, Gatto S, Diao Y, Ye Z, Forcato M, Perera R, Bicciato S, Telenti A, Ren B, Puri PL. Transcription Factor-Directed Re-wiring of Chromatin Architecture for Somatic Cell Nuclear Reprogramming toward trans-Differentiation. Mol Cell 2019; 76:453-472.e8. [PMID: 31519520 DOI: 10.1016/j.molcel.2019.07.036] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 06/20/2019] [Accepted: 07/25/2019] [Indexed: 12/25/2022]
Abstract
MYOD-directed fibroblast trans-differentiation into skeletal muscle provides a unique model to investigate how one transcription factor (TF) reconfigures the three-dimensional chromatin architecture to control gene expression, which is otherwise achieved by the combinatorial activities of multiple TFs. Integrative analysis of genome-wide high-resolution chromatin interactions, MYOD and CTCF DNA-binding profile, and gene expression, revealed that MYOD directs extensive re-wiring of interactions involving cis-regulatory and structural genomic elements, including promoters, enhancers, and insulated neighborhoods (INs). Re-configured INs were hot-spots of differential interactions, whereby MYOD binding to highly constrained sequences at IN boundaries and/or inside INs led to alterations of promoter-enhancer interactions to repress cell-of-origin genes and to activate muscle-specific genes. Functional evidence shows that MYOD-directed re-configuration of chromatin interactions temporally preceded the effect on gene expression and was mediated by direct MYOD-DNA binding. These data illustrate a model whereby a single TF alters multi-loop hubs to drive somatic cell trans-differentiation.
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Affiliation(s)
- Alessandra Dall'Agnese
- Graduate School of Biomedical Sciences, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA 92037, USA; Development, Aging and Regeneration Program, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA 92037, USA; Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA.
| | - Luca Caputo
- Development, Aging and Regeneration Program, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA 92037, USA
| | - Chiara Nicoletti
- Development, Aging and Regeneration Program, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA 92037, USA; Department of Life Sciences, University of Modena and Reggio Emilia, Modena 41125, Italy
| | | | - Anthony Schmitt
- Ludwig Institute for Cancer Research, La Jolla, CA 92093, USA
| | - Sole Gatto
- Development, Aging and Regeneration Program, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA 92037, USA
| | - Yarui Diao
- Ludwig Institute for Cancer Research, La Jolla, CA 92093, USA
| | - Zhen Ye
- Ludwig Institute for Cancer Research, La Jolla, CA 92093, USA
| | - Mattia Forcato
- Department of Life Sciences, University of Modena and Reggio Emilia, Modena 41125, Italy
| | - Ranjan Perera
- Analytical Genomics and Bioinformatics, Sanford Burnham Prebys Medical Discovery Institute, Orlando, FL 32827, USA
| | - Silvio Bicciato
- Department of Life Sciences, University of Modena and Reggio Emilia, Modena 41125, Italy
| | | | - Bing Ren
- Ludwig Institute for Cancer Research, La Jolla, CA 92093, USA; Department of Cellular and Molecular Medicine, Moores Cancer Center and Institute of Genome Medicine, UCSD School of Medicine, La Jolla, CA 92093, USA
| | - Pier Lorenzo Puri
- Development, Aging and Regeneration Program, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA 92037, USA.
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46
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Cirulli ET, Guo L, Leon Swisher C, Shah N, Huang L, Napier LA, Kirkness EF, Spector TD, Caskey CT, Thorens B, Venter JC, Telenti A. Profound Perturbation of the Metabolome in Obesity Is Associated with Health Risk. Cell Metab 2019; 29:488-500.e2. [PMID: 30318341 PMCID: PMC6370944 DOI: 10.1016/j.cmet.2018.09.022] [Citation(s) in RCA: 193] [Impact Index Per Article: 38.6] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2018] [Revised: 06/27/2018] [Accepted: 09/25/2018] [Indexed: 12/29/2022]
Abstract
Obesity is a heterogeneous phenotype that is crudely measured by body mass index (BMI). There is a need for a more precise yet portable method of phenotyping and categorizing risk in large numbers of people with obesity to advance clinical care and drug development. Here, we used non-targeted metabolomics and whole-genome sequencing to identify metabolic and genetic signatures of obesity. We find that obesity results in profound perturbation of the metabolome; nearly a third of the assayed metabolites associated with changes in BMI. A metabolome signature identifies the healthy obese and lean individuals with abnormal metabolomes-these groups differ in health outcomes and underlying genetic risk. Specifically, an abnormal metabolome associated with a 2- to 5-fold increase in cardiovascular events when comparing individuals who were matched for BMI but had opposing metabolome signatures. Because metabolome profiling identifies clinically meaningful heterogeneity in obesity, this approach could help select patients for clinical trials.
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Affiliation(s)
| | | | | | - Naisha Shah
- Human Longevity, Inc., San Diego, CA 92121, USA
| | - Lei Huang
- Human Longevity, Inc., San Diego, CA 92121, USA
| | | | | | - Tim D Spector
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - C Thomas Caskey
- Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Bernard Thorens
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
| | | | - Amalio Telenti
- The Scripps Research Institute, La Jolla, CA 92037, USA.
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47
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Golumbeanu M, Desfarges S, Hernandez C, Quadroni M, Rato S, Mohammadi P, Telenti A, Beerenwinkel N, Ciuffi A. Proteo-Transcriptomic Dynamics of Cellular Response to HIV-1 Infection. Sci Rep 2019; 9:213. [PMID: 30659199 PMCID: PMC6338737 DOI: 10.1038/s41598-018-36135-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [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: 09/04/2018] [Accepted: 11/14/2018] [Indexed: 01/19/2023] Open
Abstract
Throughout the HIV-1 replication cycle, complex host-pathogen interactions take place in the infected cell, leading to the production of new virions. The virus modulates the host cellular machinery in order to support its life cycle, while counteracting intracellular defense mechanisms. We investigated the dynamic host response to HIV-1 infection by systematically measuring transcriptomic, proteomic, and phosphoproteomic expression changes in infected and uninfected SupT1 CD4+ T cells at five time points of the viral replication process. By means of a Gaussian mixed-effects model implemented in the new R/Bioconductor package TMixClust, we clustered host genes based on their temporal expression patterns. We identified a proteo-transcriptomic gene expression signature of 388 host genes specific for HIV-1 replication. Comprehensive functional analyses of these genes confirmed the previously described roles of some of the genes and revealed novel key virus-host interactions affecting multiple molecular processes within the host cell, including signal transduction, metabolism, cell cycle, and immune system. The results of our analysis are accessible through a freely available, dedicated and user-friendly R/Shiny application, called PEACHi2.0. This resource constitutes a catalogue of dynamic host responses to HIV-1 infection that provides a basis for a more comprehensive understanding of virus-host interactions.
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Affiliation(s)
- Monica Golumbeanu
- Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
- SIB Swiss Institute of Bioinformatics, Basel, Switzerland
| | - Sébastien Desfarges
- Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
- InvivoGen, Toulouse, France
| | - Céline Hernandez
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
- Computational Systems Biology Team, Institut de Biologie de I'Ecole Normale Supérieure, CNRS UMR8197, INSERM U1024, ENS, PSL Université, Paris, France
| | - Manfredo Quadroni
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
| | - Sylvie Rato
- Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Pejman Mohammadi
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, (CA), USA
| | - Amalio Telenti
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, (CA), USA.
| | - Niko Beerenwinkel
- Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland.
- SIB Swiss Institute of Bioinformatics, Basel, Switzerland.
| | - Angela Ciuffi
- Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
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Shah N, Claire Hou YC, Yu HC, Sainger R, Caskey CT, Venter JC, Telenti A. Response to Whiffin et al. Am J Hum Genet 2019; 104:186. [PMID: 30609405 DOI: 10.1016/j.ajhg.2018.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Accepted: 11/16/2018] [Indexed: 11/30/2022] Open
Affiliation(s)
- Naisha Shah
- Human Longevity Inc., San Diego, CA 92121, USA
| | | | | | | | | | | | - Amalio Telenti
- The Scripps Research Institute, La Jolla, CA 92037, USA.
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Affiliation(s)
- Amalio Telenti
- Translational Institute & Department of Integrative Structural & Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
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Iranmehr A, Stobdan T, Zhou D, Poulsen O, Strohl KP, Aldashev A, Telenti A, Wong EHM, Kirkness EF, Venter JC, Bafna V, Haddad GG. Novel insight into the genetic basis of high-altitude pulmonary hypertension in Kyrgyz highlanders. Eur J Hum Genet 2018; 27:150-159. [PMID: 30254217 DOI: 10.1038/s41431-018-0270-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 08/09/2018] [Accepted: 08/30/2018] [Indexed: 02/07/2023] Open
Abstract
The Central Asian Kyrgyz highland population provides a unique opportunity to address genetic diversity and understand the genetic mechanisms underlying high-altitude pulmonary hypertension (HAPH). Although a significant fraction of the population is unaffected, there are susceptible individuals who display HAPH in the absence of any lung, cardiac or hematologic disease. We report herein the analysis of the whole-genome sequencing of healthy individuals compared with HAPH patients and other controls (total n = 33). Genome scans reveal selection signals in various regions, encompassing multiple genes from the first whole-genome sequences focusing on HAPH. We show here evidence of three candidate genes MTMR4, TMOD3 and VCAM1 that are functionally associated with well-known molecular and pathophysiological processes and which likely lead to HAPH in this population. These processes are (a) dysfunctional BMP signaling, (b) disrupted tissue repair processes and (c) abnormal endothelial cell function. Whole-genome sequence of well-characterized patients and controls and using multiple statistical tools uncovered novel candidate genes that belong to pathways central to the pathogenesis of HAPH. These studies on high-altitude human populations are pertinent to the understanding of sea level diseases involving hypoxia as a main element of their pathophysiology.
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Affiliation(s)
- Arya Iranmehr
- Department of Electrical & Computer Engineering, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Tsering Stobdan
- Division of Respiratory Medicine, Department of Pediatrics, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Dan Zhou
- Division of Respiratory Medicine, Department of Pediatrics, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Orit Poulsen
- Division of Respiratory Medicine, Department of Pediatrics, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Kingman P Strohl
- Department of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Almaz Aldashev
- National Academy of Sciences, Bishkek, 720071, Kyrgyz Republic
| | - Amalio Telenti
- Department of Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA, 92037, USA
| | | | | | - J Craig Venter
- Human Longevity Inc., San Diego, CA, 92121, USA.,J. Craig Venter Institute, La Jolla, CA, 92037, USA
| | - Vineet Bafna
- Department of Computer Science & Engineering, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Gabriel G Haddad
- Division of Respiratory Medicine, Department of Pediatrics, University of California, San Diego, La Jolla, CA, 92093, USA. .,Department of Pediatrics, Department of Neurosciences, University of California, San Diego, La Jolla, CA, 92093, USA. .,Rady Children's Hospital, San Diego, CA, 92123, USA.
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