冠状病毒感染后刺突蛋白抗体的长期持续及抗体动力学的预测模型

L. Grandjean, Anja Saso, A. Ortiz, Tanya Lam, J. Hatcher, Rosie Thistlethwayte, M. Harris, T. Best, Marina Johnson, H. Wagstaffe, E. Ralph, Annabelle Mai, C. Colijn, J. Breuer, M. Buckland, K. Gilmour, D. Goldblatt
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引用次数: 27

摘要

背景:严重急性呼吸综合征冠状病毒-2 (SARS-CoV-2)抗体已被证明能在体外中和该病毒。同样,动物攻击模型表明,从SARS-CoV-2感染个体中分离的中和抗体在再次接触该病毒时可以预防疾病。因此,了解SARS-CoV-2感染后抗体反应的性质和持续时间至关重要。方法:在2020年4月至10月期间,我们对3555名医护人员进行了前瞻性队列研究,以阐明感染SARS-CoV-2后抗体反应的持续时间和动态。在对169例PCR确诊病例和阴性对照进行正式性能评估后,使用Meso-Scale Discovery法平行定量SARS-CoV-2核蛋白(N)、刺突(S)蛋白和S蛋白的受体结合域(RBD)的抗体滴度。所有血清阳性的参与者每月随访最多7个月;那些有症状、已知症状出现日期、经MSD检测血清呈阳性、每月提供2次或更多样本的参与者被纳入分析。生存分析用于确定原始数据中血清逆转(从阳性转为阴性)的比例。为了预测长期抗体动态,实施了两个分层纵向Gamma模型,以提供下限(连续抗体衰减到零,“Gamma衰减”)和上限(由于长寿命浆细胞衰减到平台,“Gamma平台”)长期抗体滴度的预测。结果:招募的3555名参与者中有349名有症状,MSD检测呈血清阳性,共提供了1163份样本,并随访了2个月或更长时间的样本。在症状出现后200天,99%的参与者检测到s抗体,而只有75%的参与者检测到n抗体。即使在我们最悲观的持续负指数衰减假设下,预计95%的参与者在症状出现后465天内仍可检测到s抗体[95% CI 370-575]。在gamma -平台模型下,s抗体滴度在平台上的整个后验分布无限期地保持在检测阈值之上。替代中和试验表明,s蛋白抗体滴度与体外阻断ACE-2受体之间存在很强的正相关[R2=0.72, p<0.001]。相比之下,n抗体迅速消退,半衰期为60天[95% CI 52-68]。讨论:这项研究表明,在SARS-CoV-2症状出现200天后,99%的参与者体内的刺突抗体持续存在,核蛋白抗体迅速衰减。诊断测试或研究依赖于n抗体作为血清流行率的测量必须谨慎解释。我们对刺突抗体持续时间的下限预测为465天,我们的上限预测刺突抗体无限期地保持与报告的SARS-CoV感染的长期血清阳性一致。s抗体的长期存在,以及s抗体与体外病毒替代物中和之间的强正相关,对SARS-CoV-2感染后功能性免疫的持续时间具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Long-Term Persistence of Spike Protein Antibody and Predictive Modeling of Antibody Dynamics After Infection With Severe Acute Respiratory Syndrome Coronavirus 2
Background: Antibodies to Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) have been shown to neutralize the virus in-vitro. Similarly, animal challenge models suggest that neutralizing antibodies isolated from SARS-CoV-2 infected individuals prevent against disease upon re-exposure to the virus. Understanding the nature and duration of the antibody response following SARS-CoV-2 infection is therefore critically important. Methods: Between April and October 2020 we undertook a prospective cohort study of 3555 healthcare workers in order to elucidate the duration and dynamics of antibody responses following infection with SARS-CoV-2. After a formal performance evaluation against 169 PCR confirmed cases and negative controls, the Meso-Scale Discovery assay was used to quantify in parallel, antibody titers to the SARS-CoV-2 nucleoprotein (N), spike (S) protein and the receptor-binding-domain (RBD) of the S-protein. All seropositive participants were followed up monthly for a maximum of 7 months; those participants that were symptomatic, with known dates of symptom-onset, seropositive by the MSD assay and who provided 2 or more monthly samples were included in the analysis. Survival analysis was used to determine the proportion of sero-reversion (switching from positive to negative) from the raw data. In order to predict long-term antibody dynamics, two hierarchical longitudinal Gamma models were implemented to provide predictions for the lower bound (continuous antibody decay to zero, 'Gamma-decay') and upper bound (decay-to-plateau due to long lived plasma cells, 'Gamma-plateau') long-term antibody titers. Results: A total of 1163 samples were provided from 349 of 3555 recruited participants who were symptomatic, seropositive by the MSD assay, and were followed up with 2 or more monthly samples. At 200 days post symptom onset, 99% of participants had detectable S-antibody whereas only 75% of participants had detectable N-antibody. Even under our most pessimistic assumption of persistent negative exponential decay, the S-antibody was predicted to remain detectable in 95% of participants until 465 days [95% CI 370-575] after symptom onset. Under the Gamma-plateau model, the entire posterior distribution of S-antibody titers at plateau remained above the threshold for detection indefinitely. Surrogate neutralization assays demonstrated a strong positive correlation between antibody titers to the S-protein and blocking of the ACE-2 receptor in-vitro [R2=0.72, p<0.001]. By contrast, the N-antibody waned rapidly with a half-life of 60 days [95% CI 52-68]. Discussion: This study has demonstrated persistence of the spike antibody in 99% of participants at 200 days following SARS-CoV-2 symptoms and rapid decay of the nucleoprotein antibody. Diagnostic tests or studies that rely on the N-antibody as a measure of seroprevalence must be interpreted with caution. Our lowest bound prediction for duration of the spike antibody was 465 days and our upper bound predicted spike antibody to remain indefinitely in line with the long-term seropositivity reported for SARS-CoV infection. The long-term persistence of the S-antibody, together with the strong positive correlation between the S-antibody and viral surrogate neutralization in-vitro, has important implications for the duration of functional immunity following SARS-CoV-2 infection.
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