1
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Demmer RT, Wu C, Kim JS, Sun Y, Balte P, Cushman M, Boyle R, Tracy RP, Styer LM, Bell TD, Anderson MR, Allen NB, Schreiner PJ, Bowler R, Schwartz DA, Lee JS, Xanthakis V, Rock JM, Bievenue R, Pirzada A, Doyle M, Regan EA, Make BJ, Kanaya AM, Kandula NR, Wenzel SE, Coresh J, Isasi CR, Raffield LM, Elkind MSV, Howard VJ, Ortega VE, Woodruff P, Cole SA, Henderson JM, Mantis NJ, Oelsner EC. Demographic and Clinical Factors Associated With SARS-CoV-2 Anti-Nucleocapsid Antibody Response Among Previously Infected US Adults: The C4R Study. Open Forum Infect Dis 2025; 12:ofaf123. [PMID: 40124199 PMCID: PMC11927777 DOI: 10.1093/ofid/ofaf123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Accepted: 03/10/2025] [Indexed: 03/25/2025] Open
Abstract
Despite the availability of effective vaccines and a recent decrease in annual deaths, COVID-19 remains a leading cause of death. Serological studies provide insights into host immunobiology of adaptive immune response to infection, which holds promise for identifying high-risk individuals for adverse COVID-19 outcomes. We investigated correlates of anti-nucleocapsid antibody responses following SARS-CoV-2 infection in a US population-based meta-cohort of adults participating in longstanding National Institutes of Health-funded cohort studies. Anti-nucleocapsid antibodies were measured from dried blood spots collected between February 2021 and February 2023. Among 1419 Collaborative Cohort of Cohorts for COVID-19 Research participants with prior SARS-CoV-2 infection, the mean age (standard deviation) was 65.8 (12.1), 61% were women, and 42.8% self-reported membership in a race/ethnicity minority group. The proportion of participants reactive to nucleocapsid peaked at 69% by 4 months after infection and waned to only 44% ≥12 months after infection. Higher anti-nucleocapsid antibody response was associated with older age, Hispanic or American Indian Alaskan Native (vs White) race/ethnicity, lower income, lower education, former smoking, and higher anti-spike antibody levels. Asian race (vs White) and vaccination (even after infection) were associated with lower nucleocapsid reactivity. Neither vaccine manufacturer nor common cardiometabolic comorbidities were not associated with anti-nucleocapsid response. These findings inform the underlying immunobiology of adaptive immune response to infection, as well as the potential utility of anti-nucleocapsid antibody response for clinical practice and COVID-19 serosurveillance.
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Affiliation(s)
- Ryan T Demmer
- Division of Epidemiology, Department of Quantitative Health Sciences, College of Medicine and Science, Mayo Clinic, Rochester, Minnesota, USA
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York, USA
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Chaoqi Wu
- Department of Medicine, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - John S Kim
- Department of Medicine, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia, USA
| | - Yifei Sun
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Pallavi Balte
- Department of Medicine, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - Mary Cushman
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
- Department of Pathology and Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Rebekah Boyle
- Department of Pathology and Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Russell P Tracy
- Department of Pathology and Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Linda M Styer
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
| | - Taison D Bell
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia, USA
| | - Michaela R Anderson
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Norrina B Allen
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Pamela J Schreiner
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Russell Bowler
- Division of Pulmonary, Critical Care and Sleep Medicine, National Jewish Health, Denver, Colorado, USA
| | - David A Schwartz
- Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Joyce S Lee
- Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Vanessa Xanthakis
- Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts, USA
- Department of Medicine, College of Medicine and Deparmtne of Biostatistics, School of Public Health, Boston University, Boston, Massachusetts, USA
| | - Jean M Rock
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
| | - Rachel Bievenue
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
| | - Amber Pirzada
- Institute for Minority Health Research, University of Illinois, College of Medicine, Chicago, Illinois, USA
| | - Margaret Doyle
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Elizabeth A Regan
- Division of Rheumatology, National Jewish Health, Denver, Colorado, USA
| | - Barry J Make
- Division of Pulmonary, Critical Care and Sleep Medicine, National Jewish Health, Denver, Colorado, USA
| | - Alka M Kanaya
- Division of General Internal Medicine, University of California San Francisco, San Francisco, California, USA
| | - Namratha R Kandula
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Sally E Wenzel
- Department of Medicine, Department of Immunology, and Department of Environmental Medicine and Occupational Health, University of Pittsburgh School of Medicine, School of Public Health, Pittsburgh, Pennsylvania, USA
| | - Josef Coresh
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Carmen R Isasi
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Laura M Raffield
- Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Mitchell S V Elkind
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York, USA
- Department of Neurology, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - Virginia J Howard
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Victor E Ortega
- Division of Respiratory Medicine, Mayo Clinic, Scottsdale, Arizona, USA
| | - Prescott Woodruff
- Division of Pulmonary and Critical Care Medicine, University of California San Francisco, San Francisco, California, USA
| | - Shelley A Cole
- Population Health Program, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Joel M Henderson
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Nicholas J Mantis
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
| | - Elizabeth C Oelsner
- Department of Medicine, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
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2
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López-Muñoz AD, Yewdell JW. Cell surface RNA virus nucleocapsid proteins: a viral strategy for immunosuppression? NPJ VIRUSES 2024; 2:41. [PMID: 40295865 PMCID: PMC11721653 DOI: 10.1038/s44298-024-00051-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 08/06/2024] [Indexed: 04/30/2025]
Abstract
Nucleocapsid protein (N), or nucleoprotein (NP) coats the genome of most RNA viruses, protecting and shielding RNA from cytosolic RNAases and innate immune sensors, and plays a key role in virion biogenesis and viral RNA transcription. Often one of the most highly expressed viral gene products, N induces strong antibody (Ab) and T cell responses. N from different viruses is present on the infected cell surface in copy numbers ranging from tens of thousands to millions per cell, and it can be released to bind to uninfected cells. Surface N is targeted by Abs, which can contribute to viral clearance via Fc-mediated cellular cytotoxicity. Surface N can modulate host immunity by sequestering chemokines (CHKs), extending prior findings that surface N interferes with innate and adaptive immunity. In this review, we consider aspects of surface N cell biology and immunology and describe its potential as a target for anti-viral intervention.
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Affiliation(s)
| | - Jonathan W Yewdell
- Cellular Biology Section, Laboratory of Viral Diseases, NIAID (NIH), Bethesda, MD, USA.
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3
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Yu H, Guan F, Miller H, Lei J, Liu C. The role of SARS-CoV-2 nucleocapsid protein in antiviral immunity and vaccine development. Emerg Microbes Infect 2023; 12:e2164219. [PMID: 36583642 PMCID: PMC9980416 DOI: 10.1080/22221751.2022.2164219] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
ABSTRACTThe coronavirus disease 2019 (COVID-19) has caused enormous health risks and global economic disruption. This disease is caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The SARS-CoV-2 nucleocapsid protein is a structural protein involved in viral replication and assembly. There is accumulating evidence indicating that the nucleocapsid protein is multi-functional, playing a key role in the pathogenesis of COVID-19 and antiviral immunity against SARS-CoV-2. Here, we summarize its potential application in the prevention of COVID-19, which is based on its role in inflammation, cell death, antiviral innate immunity, and antiviral adaptive immunity.
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Affiliation(s)
- Haiyun Yu
- Department of Pathogen Biology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Fei Guan
- Department of Pathogen Biology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Heather Miller
- Laboratory of Intracellular Parasites, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT, USA
| | - Jiahui Lei
- Department of Pathogen Biology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Chaohong Liu
- Department of Pathogen Biology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China, Chaohong Liu
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4
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Chenane HR, Lingas G, Menidjel R, Laouenan C, Tubiana S, Descamps D, Le Hingrat Q, Abel L, Guedj J, Malhotra S, Kumar-Singh S, Visseaux B, Ghosn J, Charpentier C, Lebourgeois S. High sera levels of SARS-CoV-2 N antigen are associated with death in hospitalized COVID-19 patients. J Med Virol 2023; 95:e29247. [PMID: 38009713 DOI: 10.1002/jmv.29247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 09/05/2023] [Accepted: 11/10/2023] [Indexed: 11/29/2023]
Abstract
The presence of free severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) nucleocapsid-antigen in sera (N-antigenemia) has been shown in COVID-19 patients. However, the link between the quantitative levels of N-antigenemia and COVID-19 disease severity is not entirely understood. To assess the dynamics and clinical association of N-antigen sera levels with disease severity in COVID-19 patients, we analyzed data from patients included in the French COVID cohort, with at least one sera sample between January and September 2020. We assessed N-antigenemia levels and anti-N IgG titers, and patient outcomes was classified in two groups, survival or death. In samples collected within 8 days since symptom onset, we observed that deceased patients had a higher positivity rate (93% vs. 81%; p < 0.001) and higher median levels of predicted N-antigenemia (2500 vs. 1200 pg/mL; p < 0.001) than surviving patients. Predicted time to N-antigen clearance in sera was prolonged in deceased patients compared to survivors (23.3 vs 19.3 days; p < 0.0001). In a subset of patients with both sera and nasopharyngeal (NP) swabs, predicted time to N-antigen clearance in sera was prolonged in deceased patients (p < 0.001), whereas NP viral load clearance did not differ between the groups (p = 0.07). Our results demonstrate a strong relationship between N-antigenemia levels and COVID-19 severity on a prospective cohort.
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Affiliation(s)
| | | | - Reyene Menidjel
- Inserm, IAME, UMR 1137, Université Paris Cité, Paris, France
| | - Cédric Laouenan
- Inserm, IAME, UMR 1137, Université Paris Cité, Paris, France
- Centre d'Investigations cliniques-Epidémiologie Clinique 1425, Hôpital Bichat, Paris, France
| | - Sarah Tubiana
- Inserm, IAME, UMR 1137, Université Paris Cité, Paris, France
- Centre d'Investigations cliniques-Epidémiologie Clinique 1425, Hôpital Bichat, Paris, France
| | - Diane Descamps
- Inserm, IAME, UMR 1137, Université Paris Cité, Paris, France
- Service de Virologie, Hôpital Bichat, Paris, France
| | - Quentin Le Hingrat
- Inserm, IAME, UMR 1137, Université Paris Cité, Paris, France
- Service de Virologie, Hôpital Bichat, Paris, France
| | - Laurent Abel
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Paris, France
- Imagine Institute, Université Paris Cité, Paris, France
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, New York, USA
| | - Jérémie Guedj
- Inserm, IAME, UMR 1137, Université Paris Cité, Paris, France
| | - Surbhi Malhotra
- Laboratory of Medical Microbiology, Vaccine and Infectious Disease Institute, University of Antwerp, Antwerp, Belgium
| | - Samir Kumar-Singh
- Laboratory of Medical Microbiology, Vaccine and Infectious Disease Institute, University of Antwerp, Antwerp, Belgium
- Molecular Pathology group, Cell Biology & Histology, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Benoit Visseaux
- Inserm, IAME, UMR 1137, Université Paris Cité, Paris, France
| | - Jade Ghosn
- Inserm, IAME, UMR 1137, Université Paris Cité, Paris, France
- Service de Maladies Infectieuses et Tropicales, Hôpital Bichat, Paris, France
| | - Charlotte Charpentier
- Inserm, IAME, UMR 1137, Université Paris Cité, Paris, France
- Service de Virologie, Hôpital Bichat, Paris, France
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5
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Bauer C, Mack E, Hefter V, Fischer A, Volland K, Skevaki C, Neubauer A, Gress T, Becker S, Keller C. Impaired systemic nucleocapsid antigen clearance in severe COVID-19. J Med Virol 2023; 95:e29032. [PMID: 37581876 DOI: 10.1002/jmv.29032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 07/19/2023] [Accepted: 08/03/2023] [Indexed: 08/16/2023]
Abstract
The circulating nucleocapsid (NCP) antigen of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is detectable in coronavirus disease-2019 (COVID-19) patients. To better understand the biology of disease severity, we investigated NCP clearance kinetics in hospitalized COVID-19 patients. Serum NCP was quantified using a commercial NCP-specific enzyme-linked immunoassay in hospitalized COVID-19 patients (n = 63) during their hospital stay. Results were correlated to COVID-19 disease severity, inflammation parameters, antibody response, and results of SARS-CoV-2 PCR from nasopharyngeal swabs. We demonstrate that NCP antigen levels in serum remained elevated in 21/45 (46.7%) samples from patients in intensive care units (ICU) after >8 days postdiagnosis. The proportion of ICU patients with detectable antigenemia declined only gradually from 84.6% to 25.0% over several weeks. This was in contrast to complete NCP clearance in all non-ICU patients after 8 days, and also in contrast to mucosal clearance of the virus as measured by PCR. Antigen clearance was associated with higher IgG against S1 but not NCP. Clearance of NCP antigenemia is delayed in >40% of severely ill COVID-19 patients. Thus, NCP antigenemia detected after 8 days post COVID-19 diagnosis is a characteristic of patients requiring intensive care. Prospective trials should further investigate NCP antigen clearance kinetics as a mechanistic biomarker.
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Affiliation(s)
- Christian Bauer
- Department of Gastroenterology, Endocrinology, Metabolism and Infectiology, University Hospital Marburg, Philipps University, Marburg, Germany
| | - Elisabeth Mack
- Department of Internal Medicine, Hematology and Oncology, University Hospital Marburg, Philipps University, Marburg, Germany
| | - Véronique Hefter
- Institute of Virology, University Hospital Marburg, Philipps University, Marburg, Germany
| | - Alexandra Fischer
- Institute of Virology, University Hospital Marburg, Philipps University, Marburg, Germany
| | - Kirsten Volland
- Institute of Virology, University Hospital Marburg, Philipps University, Marburg, Germany
| | - Chrysanthi Skevaki
- Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL) Marburg, Institute of Laboratory Medicine, Marburg, Germany
| | - Andreas Neubauer
- Department of Internal Medicine, Hematology and Oncology, University Hospital Marburg, Philipps University, Marburg, Germany
| | - Thomas Gress
- Department of Gastroenterology, Endocrinology, Metabolism and Infectiology, University Hospital Marburg, Philipps University, Marburg, Germany
| | - Stephan Becker
- Institute of Virology, University Hospital Marburg, Philipps University, Marburg, Germany
| | - Christian Keller
- Institute of Virology, University Hospital Marburg, Philipps University, Marburg, Germany
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6
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Mathur S, So M, Tahir P, Peluso MJ, Martin JN, Kelly JD. Performance of Blood-Based Nucleocapsid Antigen Tests for Diagnosis of Severe Acute Respiratory Syndrome Coronavirus 2 Infection and Infectious Viral Shedding: A Systematic Review. Open Forum Infect Dis 2023; 10:ofad346. [PMID: 37547852 PMCID: PMC10400123 DOI: 10.1093/ofid/ofad346] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Accepted: 07/06/2023] [Indexed: 08/08/2023] Open
Abstract
Data on the performance of blood-based nucleocapsid antigen tests for diagnosing severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and infectious viral shedding are limited. To address this knowledge gap, we conducted a systematic review to assess the performance of blood-based nucleocapsid (N) antigen tests in diagnosing SARS-CoV-2 infection and identifying infectiousness. This review was registered on PROSPERO (registration no. CRD42022339635). We comprehensively searched PubMed, Embase, Web of Science, and the Coronavirus Research Database for relevant studies published through 27 February 2023. Each study's risk of bias was evaluated using the Quality Assessment of Diagnostic Accuracy Studies 2 (QUADAS-2) tool. Our findings indicate that the performance of the N-antigen test is influenced by factors such as assay type, sampling timing, and illness severity. Sensitive assays provide suitable methods for viable screening and laboratory diagnostic tests in different clinical and research settings during the early phase of illness.
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Affiliation(s)
- Sujata Mathur
- Department of Epidemiology and Biostatistics, University of California, San
Francisco, CA, USA
| | - Matthew So
- Department of Epidemiology and Biostatistics, University of California, San
Francisco, CA, USA
| | - Peggy Tahir
- UCSF Library, University of California, San Francisco,
CA, USA
| | - Michael J Peluso
- Division of HIV, Infectious Diseases, and Global Medicine, Zuckerberg San
Francisco General Hospital, University of California, San Francisco,
California, USA
| | - Jeffrey N Martin
- Department of Epidemiology and Biostatistics, University of California, San
Francisco, CA, USA
| | - J Daniel Kelly
- Department of Epidemiology and Biostatistics, University of California, San
Francisco, CA, USA
- Institute for Global Health Sciences, University of
California, San Francisco, CA, USA
- Francis I. Proctor foundation, University of California,
San Francisco, USA
- San Francisco Veterans Affairs Medical Centre, San
Francisco, CA, USA
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7
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Zhang X, Qian C, Yang L, Gao H, Jiang P, Dai M, Wang Y, Kang H, Xu Y, Hu Q, Feng F, Cheng B, Dai E. Diagnostic value and characteristic analysis of serum nucleocapsid antigen in COVID-19 patients. PeerJ 2023; 11:e15515. [PMID: 37304882 PMCID: PMC10257392 DOI: 10.7717/peerj.15515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 05/15/2023] [Indexed: 06/13/2023] Open
Abstract
Background To date, several types of laboratory tests for coronavirus disease 2019 (COVID-19) diagnosis have been developed. However, the clinical importance of serum severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) nucleocapsid antigen (N-Ag) remains to be fully elucidated. In this study, we sought to investigate the value of serum SARS-CoV-2 N-Ag for COVID-19 diagnosis and to analyze N-Ag characteristics in COVID-19 individuals. Methods Serum samples collected from 215 COVID-19 patients and 65 non-COVID-19 individuals were used to quantitatively detect N-Ag via chemiluminescent immunoassay according to the manufacturer's instructions. Results The sensitivity and specificity of the N-Ag assay were 64.75% (95% confidence interval (95% CI) [55.94-72.66%]) and 100% (95% CI [93.05-100.00%]), respectively, according to the cut-off value recommended by the manufacturer. The receiver operating characteristic (ROC) curve showed a sensitivity of 100.00% (95% CI [94.42-100.00%]) and a specificity of 71.31% (95% CI [62.73-78.59%]). The positive rates and levels of serum SARS-CoV-2 N-Ag were not related to sex, comorbidity status or disease severity of COVID-19 (all P < 0.001). Compared with RT‒PCR, there was a lower positive rate of serum N-Ag for acute COVID-19 patients (P < 0.001). The positive rate and levels of serum SARS-CoV-2 N-Ag in acute patients were significantly higher than those in convalescent patients (all P < 0.001). In addition, the positive rate of serum SARS-CoV-2 N-Ag in acute COVID-19 patients was higher than that of serum antibodies (IgM, IgG, IgA and neutralizing antibodies (Nab)) against SARS-CoV-2 (all P < 0.001). However, the positive rate of serum SARS-CoV-2 N-Ag in convalescent COVID-19 patients was significantly lower than that of antibodies (all P < 0.001). Conclusion Serum N-Ag can be used as a biomarker for early COVID-19 diagnosis based on appropriate cut-off values. In addition, our study also demonstrated the relationship between serum N-Ag and clinical characteristics.
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Affiliation(s)
- Xihong Zhang
- School of Public Health, North China University of Science and Technology, Tangshan, Hebei, China
- Department of Laboratory Medicine, The Fifth Hospital of Shijiazhuang, North China University of Science and Technology, Shijiazhuang, Hebei, China
| | - Chungen Qian
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Li Yang
- Department of Laboratory Medicine, The Fifth Hospital of Shijiazhuang, North China University of Science and Technology, Shijiazhuang, Hebei, China
| | - Huixia Gao
- Department of Laboratory Medicine, The Fifth Hospital of Shijiazhuang, North China University of Science and Technology, Shijiazhuang, Hebei, China
| | - Ping Jiang
- Department of Tuberculosis, The Fifth Hospital of Shijiazhuang, North China University of Science and Technology, Shijiazhuang, Hebei, China
| | - Muwei Dai
- Orthopaedic Department, The Fourth Hospital of Hebei Medical University and Hebei Cancer Hospital, Shijiazhuang, Hebei, China
| | - Yuling Wang
- Department of Tuberculosis, The Fifth Hospital of Shijiazhuang, North China University of Science and Technology, Shijiazhuang, Hebei, China
| | - Haiyan Kang
- Department of Tuberculosis, The Fifth Hospital of Shijiazhuang, North China University of Science and Technology, Shijiazhuang, Hebei, China
| | - Yi Xu
- Department of Laboratory Medicine, The Fifth Hospital of Shijiazhuang, North China University of Science and Technology, Shijiazhuang, Hebei, China
| | - Qian Hu
- Department of Laboratory Medicine, The Fifth Hospital of Shijiazhuang, North China University of Science and Technology, Shijiazhuang, Hebei, China
| | - Fumin Feng
- School of Public Health, North China University of Science and Technology, Tangshan, Hebei, China
| | - Bangning Cheng
- Shenzhen YHLO Biotech Co., Ltd, Shenzhen, Guangdong, China
| | - Erhei Dai
- Department of Laboratory Medicine, The Fifth Hospital of Shijiazhuang, North China University of Science and Technology, Shijiazhuang, Hebei, China
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8
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Saini P, Adeniji OS, Bordoloi D, Kinslow J, Martinson J, Parent DM, Hong KY, Koshy J, Kulkarni AJ, Zilberstein NF, Balk RA, Moy JN, Giron LB, Tracy RP, Keshavarzian A, Muthumani K, Landay A, Weiner DB, Abdel-Mohsen M. Siglec-9 Restrains Antibody-Dependent Natural Killer Cell Cytotoxicity against SARS-CoV-2. mBio 2023; 14:e0339322. [PMID: 36728420 PMCID: PMC9973332 DOI: 10.1128/mbio.03393-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Accepted: 12/23/2022] [Indexed: 02/03/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection alters the immunological profiles of natural killer (NK) cells. However, whether NK antiviral functions are impaired during severe coronavirus disease 2019 (COVID-19) and what host factors modulate these functions remain unclear. We found that NK cells from hospitalized COVID-19 patients degranulate less against SARS-CoV-2 antigen-expressing cells (in direct cytolytic and antibody-dependent cell cytotoxicity [ADCC] assays) than NK cells from mild COVID-19 patients or negative controls. The lower NK degranulation was associated with higher plasma levels of SARS-CoV-2 nucleocapsid antigen. Phenotypic and functional analyses showed that NK cells expressing the glyco-immune checkpoint Siglec-9 elicited higher ADCC than Siglec-9- NK cells. Consistently, Siglec-9+ NK cells exhibit an activated and mature phenotype with higher expression of CD16 (FcγRIII; mediator of ADCC), CD57 (maturation marker), and NKG2C (activating receptor), along with lower expression of the inhibitory receptor NKG2A, than Siglec-9- CD56dim NK cells. These data are consistent with the concept that the NK cell subpopulation expressing Siglec-9 is highly activated and cytotoxic. However, the Siglec-9 molecule itself is an inhibitory receptor that restrains NK cytotoxicity during cancer and other viral infections. Indeed, blocking Siglec-9 significantly enhanced the ADCC-mediated NK degranulation and lysis of SARS-CoV-2-antigen-positive target cells. These data support a model in which the Siglec-9+ CD56dim NK subpopulation is cytotoxic even while it is restrained by the inhibitory effects of Siglec-9. Alleviating the Siglec-9-mediated restriction on NK cytotoxicity may further improve NK immune surveillance and presents an opportunity to develop novel immunotherapeutic tools against SARS-CoV-2 infected cells. IMPORTANCE One mechanism that cancer cells use to evade natural killer cell immune surveillance is by expressing high levels of sialoglycans, which bind to Siglec-9, a glyco-immune checkpoint molecule on NK cells. This binding inhibits NK cell cytotoxicity. Several viruses, such as hepatitis B virus (HBV) and HIV, also use a similar mechanism to evade NK surveillance. We found that NK cells from SARS-CoV-2-hospitalized patients are less able to function against cells expressing SARS-CoV-2 Spike protein than NK cells from SARS-CoV-2 mild patients or uninfected controls. We also found that the cytotoxicity of the Siglec-9+ NK subpopulation is indeed restrained by the inhibitory nature of the Siglec-9 molecule and that blocking Siglec-9 can enhance the ability of NK cells to target cells expressing SARS-CoV-2 antigens. Our results suggest that a targetable glyco-immune checkpoint mechanism, Siglec-9/sialoglycan interaction, may contribute to the ability of SARS-CoV-2 to evade NK immune surveillance.
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Affiliation(s)
- Pratima Saini
- The Wistar Institute, Philadelphia, Pennsylvania, USA
| | | | | | | | | | | | - Kai Ying Hong
- The Wistar Institute, Philadelphia, Pennsylvania, USA
| | - Jane Koshy
- The Wistar Institute, Philadelphia, Pennsylvania, USA
| | | | | | | | | | | | | | | | - Kar Muthumani
- The Wistar Institute, Philadelphia, Pennsylvania, USA
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9
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Mathur S, Davidson MC, Anglin K, Lu S, Goldberg SA, Garcia-Knight M, Tassetto M, Zhang A, Romero M, Pineda-Ramirez J, Diaz-Sanchez R, Rugart P, Chen JY, Donohue K, Shak JR, Chenna A, Winslow JW, Petropoulos CJ, Yee BC, Lambert J, Glidden DV, Rutherford GW, Deeks SG, Peluso MJ, Andino R, Martin JN, Kelly JD. Evaluation of Severe Acute Respiratory Syndrome Coronavirus 2 Nucleocapsid Antigen in the Blood as a Diagnostic Test for Infection and Infectious Viral Shedding. Open Forum Infect Dis 2022; 9:ofac563. [PMID: 36381627 PMCID: PMC9620332 DOI: 10.1093/ofid/ofac563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 10/21/2022] [Indexed: 11/07/2022] Open
Abstract
Background SARS-CoV-2 nucleocapsid antigen can be detected in plasma, but little is known about its performance as a diagnostic test for acute SARS-CoV-2 infection or infectious viral shedding among nonhospitalized individuals. Methods We used data generated from anterior nasal and blood samples collected in a longitudinal household cohort of SARS-CoV-2 cases and contacts. Participants were classified as true positives if polymerase chain reaction (PCR) positive for SARS-CoV-2 and as true negatives if PCR negative and seronegative. Infectious viral shedding was determined by the cytopathic effect from viral culture. Stratified by 7 days after symptom onset, we constructed receiver operating characteristic (ROC) curves to describe optimized accuracy (Youden index), optimized sensitivity, and specificity. Results Of 80 participants, 58 (73%) were true positives while 22 (27%) were true negatives. Using the manufacturer's cutoff of 1.25 pg/mL for evaluating infection, sensitivity was higher from 0 to 7 days (77.6% [95% confidence interval {CI}, 64%-88.2%]) than from 8 to 14 days (43.2% [95% CI, 31.1%-54.5%]) after symptom onset; specificity was unchanged at 100% (95% CI, 88.1%-100%). This test had higher sensitivity (100% [95% CI, 88.4%-100%]) and lower specificity (65% [95% CI, 40.8%-84.6%]) for infectious viral shedding as compared with infection, particularly within the first week of symptom onset. Although the presence of N-antigen correlated with infectious viral shedding (r = 0.63; P < .01), sensitivity still declined over time. Additional cutoffs from ROC curves were identified to optimize sensitivity and specificity. Conclusions We found that this SARS-CoV-2 N-antigen test was highly sensitive for detecting early but not late infectious viral shedding, making it a viable screening test for community-dwelling individuals to inform isolation practices.
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Affiliation(s)
- Sujata Mathur
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
- Institute for Global Health Sciences, University of California, San Francisco, California, USA
- Francis I. Proctor Foundation, University of California, San Francisco, California, USA
| | - Michelle C Davidson
- Francis I. Proctor Foundation, University of California, San Francisco, California, USA
- School of Medicine, University of California, San Francisco, California, USA
| | - Khamal Anglin
- Institute for Global Health Sciences, University of California, San Francisco, California, USA
- Francis I. Proctor Foundation, University of California, San Francisco, California, USA
| | - Scott Lu
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
- Institute for Global Health Sciences, University of California, San Francisco, California, USA
- Francis I. Proctor Foundation, University of California, San Francisco, California, USA
| | - Sarah A Goldberg
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
- Institute for Global Health Sciences, University of California, San Francisco, California, USA
- Francis I. Proctor Foundation, University of California, San Francisco, California, USA
| | - Miguel Garcia-Knight
- Department of Microbiology and Immunology, University of California, San Francisco, California, USA
| | - Michel Tassetto
- Department of Microbiology and Immunology, University of California, San Francisco, California, USA
| | - Amethyst Zhang
- Department of Microbiology and Immunology, University of California, San Francisco, California, USA
| | - Mariela Romero
- Institute for Global Health Sciences, University of California, San Francisco, California, USA
- Francis I. Proctor Foundation, University of California, San Francisco, California, USA
| | - Jesus Pineda-Ramirez
- Institute for Global Health Sciences, University of California, San Francisco, California, USA
- Francis I. Proctor Foundation, University of California, San Francisco, California, USA
| | - Ruth Diaz-Sanchez
- Institute for Global Health Sciences, University of California, San Francisco, California, USA
- Francis I. Proctor Foundation, University of California, San Francisco, California, USA
| | - Paulina Rugart
- Institute for Global Health Sciences, University of California, San Francisco, California, USA
- Francis I. Proctor Foundation, University of California, San Francisco, California, USA
| | - Jessica Y Chen
- Institute for Global Health Sciences, University of California, San Francisco, California, USA
- Francis I. Proctor Foundation, University of California, San Francisco, California, USA
| | - Kevin Donohue
- School of Medicine, University of California, San Francisco, California, USA
| | - Joshua R Shak
- San Francisco Veterans Affairs Medical Center, San Francisco, California, USA
| | - Ahmed Chenna
- Labcorp-Monogram Biosciences, South San Francisco, California, USA
| | - John W Winslow
- Labcorp-Monogram Biosciences, South San Francisco, California, USA
| | | | - Brandon C Yee
- Labcorp-Monogram Biosciences, South San Francisco, California, USA
| | | | - David V Glidden
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - George W Rutherford
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
- Institute for Global Health Sciences, University of California, San Francisco, California, USA
| | - Steven G Deeks
- Division of HIV, Infectious Disease, and Global Medicine, Department of Medicine, University of California, San Francisco, California, USA
| | - Michael J Peluso
- Division of HIV, Infectious Disease, and Global Medicine, Department of Medicine, University of California, San Francisco, California, USA
| | - Raul Andino
- Department of Microbiology and Immunology, University of California, San Francisco, California, USA
| | - Jeffrey N Martin
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - J Daniel Kelly
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
- Institute for Global Health Sciences, University of California, San Francisco, California, USA
- Francis I. Proctor Foundation, University of California, San Francisco, California, USA
- San Francisco Veterans Affairs Medical Center, San Francisco, California, USA
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10
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Nagayoshi Y, Nishiguchi K, Yamamura R, Chujo T, Oshiumi H, Nagata H, Kaneko H, Yamamoto K, Nakata H, Sakakida K, Kunisawa A, Adachi M, Kakizoe Y, Mizobe T, Kuratsu JI, Shimada S, Nakamori Y, Matsuoka M, Mukoyama M, Wei FY, Tomizawa K. t 6A and ms 2t 6A Modified Nucleosides in Serum and Urine as Strong Candidate Biomarkers of COVID-19 Infection and Severity. Biomolecules 2022; 12:biom12091233. [PMID: 36139072 PMCID: PMC9496545 DOI: 10.3390/biom12091233] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 08/29/2022] [Accepted: 08/31/2022] [Indexed: 11/22/2022] Open
Abstract
SARS-CoV-2 infection alters cellular RNA content. Cellular RNAs are chemically modified and eventually degraded, depositing modified nucleosides into extracellular fluids such as serum and urine. Here we searched for COVID-19-specific changes in modified nucleoside levels contained in serum and urine of 308 COVID-19 patients using liquid chromatography-mass spectrometry (LC-MS). We found that two modified nucleosides, N6-threonylcarbamoyladenosine (t6A) and 2-methylthio-N6-threonylcarbamoyladenosine (ms2t6A), were elevated in serum and urine of COVID-19 patients. Moreover, these levels were associated with symptom severity and decreased upon recovery from COVID-19. In addition, the elevation of similarly modified nucleosides was observed regardless of COVID-19 variants. These findings illuminate specific modified RNA nucleosides in the extracellular fluids as biomarkers for COVID-19 infection and severity.
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Affiliation(s)
- Yu Nagayoshi
- Department of Molecular Physiology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
- Department of Nephrology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Kayo Nishiguchi
- Department of Molecular Physiology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Ryosuke Yamamura
- Department of Molecular Physiology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
- Department of Nephrology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Takeshi Chujo
- Department of Molecular Physiology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Hiroyuki Oshiumi
- Department of Immunology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Hiroko Nagata
- Department of Molecular Physiology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Hitomi Kaneko
- Department of Molecular Physiology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Keiichi Yamamoto
- Department of Laboratory Medicine, Kumamoto University Hospital, Kumamoto 860-8556, Japan
| | - Hirotomo Nakata
- Department of Hematology, Rheumatology and Infectious Diseases, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Korin Sakakida
- Department of Molecular Physiology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
- Department of Metabolic Medicine, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | | | - Masataka Adachi
- Department of Nephrology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Yutaka Kakizoe
- Department of Nephrology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | | | | | - Shinya Shimada
- JCHO Kumamoto General Hospital, Kumamoto 866-8660, Japan
| | - Yasushi Nakamori
- Department of Emergency and Critical Care Medicine, Kansai Medical University General Medical Center, Osaka 570-8507, Japan
| | - Masao Matsuoka
- Department of Hematology, Rheumatology and Infectious Diseases, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Masashi Mukoyama
- Department of Nephrology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Fan-Yan Wei
- Department of Modomics Biology and Medicine, Institute of Development Aging and Cancer, Tohoku University, Sendai 980-8575, Japan
| | - Kazuhito Tomizawa
- Department of Molecular Physiology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
- Correspondence: ; Tel.: +81-96-373-5050
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