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      Association of SARS-CoV-2 Seropositive Antibody Test With Risk of Future Infection

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          Key Points

          Question

          Can observational clinical data from commercial laboratories be used to evaluate the comparative risk of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection for individuals who are antibody positive vs those who are antibody negative?

          Finding

          In this cohort study of more than 3.2 million US patients with a SARS-CoV-2 antibody test, 0.3% of those indexed with positive test results had evidence of a positive nucleic acid amplification test beyond 90 days after index, compared with 3.0% indexed with negative antibody test results.

          Meaning

          Individuals who are seropositive for SARS-CoV-2 based on commercial assays may be at decreased future risk of SARS-CoV-2 infection.

          Abstract

          This cohort study evaluates evidence of SARS-CoV-2 infection based on diagnostic nucleic acid amplification test among patients who tested positive versus negative for antibodies.

          Abstract

          Importance

          Understanding the effect of serum antibodies to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) on susceptibility to infection is important for identifying at-risk populations and could have implications for vaccine deployment.

          Objective

          The study purpose was to evaluate evidence of SARS-CoV-2 infection based on diagnostic nucleic acid amplification test (NAAT) among patients with positive vs negative test results for antibodies in an observational descriptive cohort study of clinical laboratory and linked claims data.

          Design, Setting, and Participants

          The study created cohorts from a deidentified data set composed of commercial laboratory tests, medical and pharmacy claims, electronic health records, and hospital chargemaster data. Patients were categorized as antibody-positive or antibody-negative according to their first SARS-CoV-2 antibody test in the database.

          Main Outcomes and Measures

          Primary end points were post-index diagnostic NAAT results, with infection defined as a positive diagnostic test post-index, measured in 30-day intervals (0-30, 31-60, 61-90, >90 days). Additional measures included demographic, geographic, and clinical characteristics at the time of the index antibody test, including recorded signs and symptoms or prior evidence of coronavirus 2019 (COVID) diagnoses or positive NAAT results and recorded comorbidities.

          Results

          The cohort included 3 257 478 unique patients with an index antibody test; 56% were female with a median (SD) age of 48 (20) years. Of these, 2 876 773 (88.3%) had a negative index antibody result, and 378 606 (11.6%) had a positive index antibody result. Patients with a negative antibody test result were older than those with a positive result (mean age 48 vs 44 years). Of index-positive patients, 18.4% converted to seronegative over the follow-up period. During the follow-up periods, the ratio (95% CI) of positive NAAT results among individuals who had a positive antibody test at index vs those with a negative antibody test at index was 2.85 (95% CI, 2.73-2.97) at 0 to 30 days, 0.67 (95% CI, 0.6-0.74) at 31 to 60 days, 0.29 (95% CI, 0.24-0.35) at 61 to 90 days, and 0.10 (95% CI, 0.05-0.19) at more than 90 days.

          Conclusions and Relevance

          In this cohort study, patients with positive antibody test results were initially more likely to have positive NAAT results, consistent with prolonged RNA shedding, but became markedly less likely to have positive NAAT results over time, suggesting that seropositivity is associated with protection from infection. The duration of protection is unknown, and protection may wane over time.

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          Most cited references33

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          Safety and Efficacy of the BNT162b2 mRNA Covid-19 Vaccine

          Abstract Background Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and the resulting coronavirus disease 2019 (Covid-19) have afflicted tens of millions of people in a worldwide pandemic. Safe and effective vaccines are needed urgently. Methods In an ongoing multinational, placebo-controlled, observer-blinded, pivotal efficacy trial, we randomly assigned persons 16 years of age or older in a 1:1 ratio to receive two doses, 21 days apart, of either placebo or the BNT162b2 vaccine candidate (30 μg per dose). BNT162b2 is a lipid nanoparticle–formulated, nucleoside-modified RNA vaccine that encodes a prefusion stabilized, membrane-anchored SARS-CoV-2 full-length spike protein. The primary end points were efficacy of the vaccine against laboratory-confirmed Covid-19 and safety. Results A total of 43,548 participants underwent randomization, of whom 43,448 received injections: 21,720 with BNT162b2 and 21,728 with placebo. There were 8 cases of Covid-19 with onset at least 7 days after the second dose among participants assigned to receive BNT162b2 and 162 cases among those assigned to placebo; BNT162b2 was 95% effective in preventing Covid-19 (95% credible interval, 90.3 to 97.6). Similar vaccine efficacy (generally 90 to 100%) was observed across subgroups defined by age, sex, race, ethnicity, baseline body-mass index, and the presence of coexisting conditions. Among 10 cases of severe Covid-19 with onset after the first dose, 9 occurred in placebo recipients and 1 in a BNT162b2 recipient. The safety profile of BNT162b2 was characterized by short-term, mild-to-moderate pain at the injection site, fatigue, and headache. The incidence of serious adverse events was low and was similar in the vaccine and placebo groups. Conclusions A two-dose regimen of BNT162b2 conferred 95% protection against Covid-19 in persons 16 years of age or older. Safety over a median of 2 months was similar to that of other viral vaccines. (Funded by BioNTech and Pfizer; ClinicalTrials.gov number, NCT04368728.)
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            The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies.

            Much biomedical research is observational. The reporting of such research is often inadequate, which hampers the assessment of its strengths and weaknesses and of a study's generalizability. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Initiative developed recommendations on what should be included in an accurate and complete report of an observational study. We defined the scope of the recommendations to cover 3 main study designs: cohort, case-control, and cross-sectional studies. We convened a 2-day workshop in September 2004, with methodologists, researchers, and journal editors, to draft a checklist of items. This list was subsequently revised during several meetings of the coordinating group and in e-mail discussions with the larger group of STROBE contributors, taking into account empirical evidence and methodological considerations. The workshop and the subsequent iterative process of consultation and revision resulted in a checklist of 22 items (the STROBE Statement) that relate to the title, abstract, introduction, methods, results, and discussion sections of articles. Eighteen items are common to all 3 study designs and 4 are specific for cohort, case-control, or cross-sectional studies. A detailed Explanation and Elaboration document is published separately and is freely available at http://www.annals.org and on the Web sites of PLoS Medicine and Epidemiology. We hope that the STROBE Statement will contribute to improving the quality of reporting of observational studies.
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              Clinical and immunological assessment of asymptomatic SARS-CoV-2 infections

              The clinical features and immune responses of asymptomatic individuals infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) have not been well described. We studied 37 asymptomatic individuals in the Wanzhou District who were diagnosed with RT-PCR-confirmed SARS-CoV-2 infections but without any relevant clinical symptoms in the preceding 14 d and during hospitalization. Asymptomatic individuals were admitted to the government-designated Wanzhou People's Hospital for centralized isolation in accordance with policy1. The median duration of viral shedding in the asymptomatic group was 19 d (interquartile range (IQR), 15-26 d). The asymptomatic group had a significantly longer duration of viral shedding than the symptomatic group (log-rank P = 0.028). The virus-specific IgG levels in the asymptomatic group (median S/CO, 3.4; IQR, 1.6-10.7) were significantly lower (P = 0.005) relative to the symptomatic group (median S/CO, 20.5; IQR, 5.8-38.2) in the acute phase. Of asymptomatic individuals, 93.3% (28/30) and 81.1% (30/37) had reduction in IgG and neutralizing antibody levels, respectively, during the early convalescent phase, as compared to 96.8% (30/31) and 62.2% (23/37) of symptomatic patients. Forty percent of asymptomatic individuals became seronegative and 12.9% of the symptomatic group became negative for IgG in the early convalescent phase. In addition, asymptomatic individuals exhibited lower levels of 18 pro- and anti-inflammatory cytokines. These data suggest that asymptomatic individuals had a weaker immune response to SARS-CoV-2 infection. The reduction in IgG and neutralizing antibody levels in the early convalescent phase might have implications for immunity strategy and serological surveys.
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                Author and article information

                Journal
                JAMA Intern Med
                JAMA Intern Med
                JAMA Intern Med
                JAMA Internal Medicine
                American Medical Association
                2168-6106
                2168-6114
                24 February 2021
                May 2021
                24 February 2021
                : 181
                : 5
                : 672-679
                Affiliations
                [1 ]Aetion, Inc, New York, New York
                [2 ]HealthVerity, Philadelphia, Pennsylvania
                [3 ]Quest Diagnostics, Secaucus, New Jersey
                [4 ]LabCorp, Burlington, North Carolina
                [5 ]National Cancer Institute, National Institutes of Health, Bethesda, Maryland
                Author notes
                Article Information
                Accepted for Publication: January 28, 2021.
                Published Online: February 24, 2021. doi:10.1001/jamainternmed.2021.0366
                Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2021 Harvey RA et al. JAMA Internal Medicine.
                Corresponding Author: Lynne T. Penberthy, MD, MPH, National Cancer Institute, National Institutes of Health, 9609 Medical Center Dr, Rockville, MD 20850 ( lynne.penberthy@ 123456nih.gov ).
                Author Contributions: Mr Harvey and Dr Rassen had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.
                Concept and design: Harvey, Rassen, Turenne, Leonard, Klesh, Kaufman, Cohen, Petkov, Cronin, Van Dyke, Lowy, Sharpless, Penberthy.
                Acquisition, analysis, or interpretation of data: Harvey, Rassen, Kabelac, Turenne, Leonard, Klesh, Meyer, Kaufman, Anderson, Cohen, Petkov, Lowy, Sharpless, Penberthy.
                Drafting of the manuscript: Harvey, Rassen, Kabelac, Kaufman, Anderson, Sharpless, Penberthy.
                Critical revision of the manuscript for important intellectual content: Harvey, Rassen, Turenne, Leonard, Klesh, Meyer, Kaufman, Anderson, Cohen, Petkov, Cronin, Van Dyke, Lowy, Sharpless, Penberthy.
                Statistical analysis: Harvey, Rassen, Kabelac, Turenne.
                Obtained funding: Harvey, Leonard, Klesh, Cohen.
                Administrative, technical, or material support: Harvey, Rassen, Kabelac, Turenne, Leonard, Klesh, Meyer, Kaufman, Cohen, Petkov, Sharpless.
                Supervision: Harvey, Rassen, Turenne, Leonard, Klesh, Petkov, Cronin, Van Dyke, Sharpless, Penberthy.
                Other - engagement of laboratory collaboration partners: Leonard, Klesh.
                Conflict of Interest Disclosures: Mr Harvey is an employee of Aetion, Inc, which received payment for services for the submitted work. Dr Rassen reported other from the National Institutes of Health during the conduct of the study, and is an employee of and has an ownership stake in Aetion, Inc. Ms Kabelac is an employee of Aetion, which received payment for services for the submitted work during the conduct of the study. Ms Turenne is an employee of Aetion, which received payment for services for the submitted work. Ms Leonard reported other from the National Cancer Institute, payment made to HealthVerity for data license and analytics during the conduct of the study; request for proposal from National Cancer Institute; and nonfinancial support from the US Food and Drug Administration outside the submitted work. Ms Klesh reported other from the National Cancer Institute, payment made to HealthVerity for data license and analytics during the conduct of the study; request for proposal from National Cancer Institute and nonfinancial support from the US Food and Drug Administration outside the submitted work. Dr Kaufman is an employee of and owns stock in Quest Diagnostics. Dr Anderson was senior vice president of LabCorp during the conduct of the study, and is on advisory boards for OmniSeq, GeneCentric, Emulate, Kiatech, and Johnson & Johnson. Dr Cohen is an employee and shareholder of Covance (LabCorp) during the conduct of the study. No other disclosures were reported.
                Funding/Support: This work was funded by the National Cancer Institute, Office of the Director.
                Role of the Funder/Sponsor: The National Cancer Institute had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
                Additional Contributions: We would like to thank Tony Fauci, MD, and Cliff Lane, MD, for comments on the manuscript; both are associated with the National Institute of Allergy and Infectious Diseases of the National Institutes of Health and neither received any compensation for their assistance with this article.
                Article
                ioi210006
                10.1001/jamainternmed.2021.0366
                7905701
                33625463
                06e424f9-a24a-42b2-bdab-e88e0e7b414d
                Copyright 2021 Harvey RA et al. JAMA Internal Medicine.

                This is an open access article distributed under the terms of the CC-BY License.

                History
                : 22 December 2020
                : 28 January 2021
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